From d3259f2b5cfddb714e63b5f3c7aced0c4736c813 Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Thu, 10 Oct 2024 17:36:55 +0200 Subject: [PATCH 01/32] init commit --- .../BCDMS_NC_NOTFIXED_P/data_hepdata.yaml | 489 ++ .../commondata/BCDMS_NC_NOTFIXED_P/filter.py | 122 + .../kinematics_hepdata.yaml | 5857 +++++++++++++++++ .../BCDMS_NC_NOTFIXED_P/rawdata/Table100.csv | 17 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table101.csv | 19 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table102.csv | 20 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table103.csv | 22 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table104.csv | 24 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table105.csv | 24 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table13.csv | 20 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table14.csv | 25 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table15.csv | 30 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table16.csv | 31 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table17.csv | 32 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table18.csv | 34 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table19.csv | 34 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table20.csv | 35 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table21.csv | 36 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table22.csv | 35 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table23.csv | 30 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table35.csv | 17 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table36.csv | 18 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table37.csv | 20 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table38.csv | 21 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table39.csv | 24 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table40.csv | 26 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table41.csv | 26 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table42.csv | 28 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table43.csv | 29 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table44.csv | 29 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table45.csv | 24 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table57.csv | 17 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table58.csv | 18 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table59.csv | 20 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table60.csv | 22 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table61.csv | 24 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table62.csv | 25 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table63.csv | 27 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table64.csv | 29 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table65.csv | 29 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table66.csv | 29 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table67.csv | 24 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table79.csv | 17 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table80.csv | 18 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table81.csv | 19 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table82.csv | 21 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table83.csv | 21 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table84.csv | 23 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table85.csv | 24 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table86.csv | 25 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table87.csv | 26 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table88.csv | 26 + .../BCDMS_NC_NOTFIXED_P/rawdata/Table89.csv | 24 + .../uncertainties_hepdata.yaml | 1478 +++++ 54 files changed, 9184 insertions(+) create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/data_hepdata.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/filter.py create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/kinematics_hepdata.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table100.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table101.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table102.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table103.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table104.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table105.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table13.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table14.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table15.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table16.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table17.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table18.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table19.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table20.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table21.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table22.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table23.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table35.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table36.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table37.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table38.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table39.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table40.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table41.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table42.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table43.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table44.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table45.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table57.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table58.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table59.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table60.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table61.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table62.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table63.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table64.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table65.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table66.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table67.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table79.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table80.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table81.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table82.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table83.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table84.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table85.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table86.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table87.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table88.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table89.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/uncertainties_hepdata.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/data_hepdata.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/data_hepdata.yaml new file mode 100644 index 0000000000..ddadf0419e --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/data_hepdata.yaml @@ -0,0 +1,489 @@ +data_central: +- 0.40205 +- 0.40205 +- 0.38468 +- 0.38468 +- 0.39363 +- 0.38956 +- 0.39179 +- 0.38926 +- 0.38926 +- 0.37768 +- 0.37768 +- 0.36886 +- 0.36886 +- 0.38982 +- 0.38982 +- 0.38772 +- 0.39249 +- 0.38958 +- 0.37965 +- 0.37965 +- 0.36592 +- 0.36592 +- 0.3412 +- 0.3412 +- 0.30476 +- 0.30476 +- 0.39066 +- 0.39066 +- 0.37641 +- 0.38505 +- 0.37955 +- 0.3667 +- 0.36127 +- 0.36481 +- 0.34635 +- 0.32331 +- 0.33792 +- 0.29971 +- 0.29971 +- 0.24021 +- 0.24021 +- 0.16027 +- 0.16027 +- 0.09289 +- 0.09289 +- 0.39239 +- 0.39239 +- 0.37062 +- 0.37936 +- 0.37406 +- 0.36497 +- 0.35757 +- 0.36218 +- 0.33805 +- 0.34116 +- 0.33915 +- 0.30213 +- 0.3008 +- 0.30167 +- 0.23373 +- 0.23713 +- 0.23489 +- 0.15606 +- 0.15964 +- 0.15729 +- 0.08787 +- 0.08787 +- 0.0439 +- 0.0439 +- 0.37847 +- 0.37987 +- 0.37906 +- 0.36523 +- 0.34979 +- 0.35909 +- 0.33659 +- 0.32619 +- 0.33268 +- 0.30414 +- 0.31145 +- 0.30664 +- 0.23122 +- 0.23446 +- 0.23229 +- 0.15503 +- 0.16152 +- 0.15712 +- 0.09002 +- 0.08496 +- 0.08806 +- 0.04265 +- 0.04265 +- 0.41459 +- 0.41459 +- 0.37759 +- 0.37759 +- 0.35727 +- 0.35267 +- 0.3554 +- 0.32138 +- 0.33525 +- 0.32655 +- 0.30467 +- 0.29635 +- 0.30151 +- 0.23727 +- 0.23473 +- 0.23633 +- 0.15335 +- 0.15248 +- 0.15303 +- 0.08473 +- 0.08002 +- 0.08275 +- 0.04167 +- 0.04112 +- 0.04144 +- 0.41972 +- 0.41972 +- 0.4018 +- 0.4018 +- 0.36935 +- 0.36935 +- 0.34847 +- 0.34847 +- 0.32395 +- 0.31776 +- 0.32145 +- 0.29035 +- 0.29636 +- 0.29265 +- 0.223 +- 0.22939 +- 0.22533 +- 0.15573 +- 0.15384 +- 0.15502 +- 0.08291 +- 0.09077 +- 0.08553 +- 0.04151 +- 0.04283 +- 0.04205 +- 0.40171 +- 0.40171 +- 0.38121 +- 0.38121 +- 0.36087 +- 0.35422 +- 0.35183 +- 0.31436 +- 0.32585 +- 0.31921 +- 0.29911 +- 0.29332 +- 0.29675 +- 0.23275 +- 0.22173 +- 0.22823 +- 0.14488 +- 0.15355 +- 0.14802 +- 0.08285 +- 0.08541 +- 0.08382 +- 0.04012 +- 0.04107 +- 0.0405 +- 0.40528 +- 0.40528 +- 0.38366 +- 0.38366 +- 0.33792 +- 0.35693 +- 0.36243 +- 0.32498 +- 0.31622 +- 0.32188 +- 0.28068 +- 0.28738 +- 0.28413 +- 0.22389 +- 0.23176 +- 0.22699 +- 0.14465 +- 0.14984 +- 0.14668 +- 0.0852 +- 0.09161 +- 0.08638 +- 0.04117 +- 0.03655 +- 0.04017 +- 0.01357 +- 0.01357 +- 0.37999 +- 0.37999 +- 0.36224 +- 0.36224 +- 0.31917 +- 0.31632 +- 0.32079 +- 0.32347 +- 0.29223 +- 0.28549 +- 0.28862 +- 0.28872 +- 0.22548 +- 0.22638 +- 0.22596 +- 0.14024 +- 0.14605 +- 0.14324 +- 0.08108 +- 0.0816 +- 0.0813 +- 0.03871 +- 0.03694 +- 0.03831 +- 0.01366 +- 0.01366 +- 0.40558 +- 0.40558 +- 0.37396 +- 0.37396 +- 0.35007 +- 0.35007 +- 0.32366 +- 0.32719 +- 0.32855 +- 0.28428 +- 0.28478 +- 0.28393 +- 0.28319 +- 0.22042 +- 0.22116 +- 0.22147 +- 0.22247 +- 0.1437 +- 0.14605 +- 0.14418 +- 0.14306 +- 0.08528 +- 0.07931 +- 0.08024 +- 0.07735 +- 0.03829 +- 0.03681 +- 0.0374 +- 0.03722 +- 0.01308 +- 0.01335 +- 0.0132 +- 0.40695 +- 0.40695 +- 0.37701 +- 0.37701 +- 0.34507 +- 0.3445 +- 0.34807 +- 0.31454 +- 0.31485 +- 0.3128 +- 0.27224 +- 0.28665 +- 0.27916 +- 0.27997 +- 0.27435 +- 0.21929 +- 0.2221 +- 0.22029 +- 0.22019 +- 0.14557 +- 0.1433 +- 0.14153 +- 0.13699 +- 0.08115 +- 0.0787 +- 0.08003 +- 0.08022 +- 0.03666 +- 0.04068 +- 0.03656 +- 0.03408 +- 0.0117 +- 0.01194 +- 0.0118 +- 0.37628 +- 0.37628 +- 0.35017 +- 0.34801 +- 0.36142 +- 0.31493 +- 0.31585 +- 0.30989 +- 0.27188 +- 0.27419 +- 0.2738 +- 0.27909 +- 0.21644 +- 0.21858 +- 0.21619 +- 0.2171 +- 0.20778 +- 0.14129 +- 0.14231 +- 0.13889 +- 0.13886 +- 0.08024 +- 0.07629 +- 0.07666 +- 0.07595 +- 0.03529 +- 0.03615 +- 0.03547 +- 0.03539 +- 0.01106 +- 0.01239 +- 0.01223 +- 0.01252 +- 0.3642 +- 0.3642 +- 0.3402 +- 0.3402 +- 0.31062 +- 0.30939 +- 0.31821 +- 0.27093 +- 0.27157 +- 0.2672 +- 0.20928 +- 0.21435 +- 0.21531 +- 0.21507 +- 0.13463 +- 0.13745 +- 0.13664 +- 0.13693 +- 0.07715 +- 0.07905 +- 0.07644 +- 0.07563 +- 0.03309 +- 0.03593 +- 0.03476 +- 0.03513 +- 0.01083 +- 0.01156 +- 0.01165 +- 0.01189 +- 0.38075 +- 0.38075 +- 0.34527 +- 0.34527 +- 0.31558 +- 0.31816 +- 0.31194 +- 0.27517 +- 0.27491 +- 0.2758 +- 0.21417 +- 0.21428 +- 0.21488 +- 0.21277 +- 0.13718 +- 0.13757 +- 0.13566 +- 0.13616 +- 0.07418 +- 0.07485 +- 0.07512 +- 0.07595 +- 0.03371 +- 0.03047 +- 0.0331 +- 0.03329 +- 0.01149 +- 0.0117 +- 0.01113 +- 0.01076 +- 0.34112 +- 0.34112 +- 0.31557 +- 0.31557 +- 0.26869 +- 0.27275 +- 0.26187 +- 0.20654 +- 0.20861 +- 0.20136 +- 0.13481 +- 0.13069 +- 0.13059 +- 0.07237 +- 0.06696 +- 0.07053 +- 0.07098 +- 0.02989 +- 0.03567 +- 0.03201 +- 0.0325 +- 0.00968 +- 0.01057 +- 0.01083 +- 0.01068 +- 0.30609 +- 0.30609 +- 0.26879 +- 0.26446 +- 0.27649 +- 0.20555 +- 0.20327 +- 0.20997 +- 0.12375 +- 0.12882 +- 0.12772 +- 0.07074 +- 0.07093 +- 0.07032 +- 0.03206 +- 0.03176 +- 0.03215 +- 0.03215 +- 0.01033 +- 0.00993 +- 0.0109 +- 0.01117 +- 0.30722 +- 0.30722 +- 0.26182 +- 0.26182 +- 0.20711 +- 0.20739 +- 0.20664 +- 0.12975 +- 0.13136 +- 0.07066 +- 0.07099 +- 0.07313 +- 0.03051 +- 0.03231 +- 0.03362 +- 0.00963 +- 0.00992 +- 0.01 +- 0.26097 +- 0.26097 +- 0.20334 +- 0.20279 +- 0.20421 +- 0.12922 +- 0.12791 +- 0.06788 +- 0.067 +- 0.03451 +- 0.03155 +- 0.03084 +- 0.00817 +- 0.00919 +- 0.00906 +- 0.26278 +- 0.26278 +- 0.20511 +- 0.20511 +- 0.12283 +- 0.12426 +- 0.06619 +- 0.06536 +- 0.02865 +- 0.02844 +- 0.0082 +- 0.00814 +- 0.20266 +- 0.20266 +- 0.11853 +- 0.06763 +- 0.06655 +- 0.02884 +- 0.02787 +- 0.0091 +- 0.00904 +- 0.11937 +- 0.06013 +- 0.02729 +- 0.00833 +- 0.06133 +- 0.02975 +- 0.00799 diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/filter.py b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/filter.py new file mode 100644 index 0000000000..7485e26b5c --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/filter.py @@ -0,0 +1,122 @@ +"""Implement BCDMS_NC_NOTFIXED_P data from hepdata. We use data with R(QCD).""" + +import pathlib + +import numpy as np +import pandas as pd +import yaml + +HERE = pathlib.Path(__file__).parent +VARIANT = "hepdata" + + +def read_tables(): + """Parse Tables.""" + dfs = pd.DataFrame() + for file in pathlib.Path(HERE / "rawdata").iterdir(): + with open(file, "r", encoding="utf-8") as f: + lines = f.readlines() + df = pd.DataFrame( + [l.split(",") for l in lines[14:-1]], + columns=[ + "Q2", + "F2", + "stat+", + "stat-", + "sys+", + "sys-", + "norm+", + "norm-", + ], + ) + df["x"] = float(lines[12].split(",")[1]) + try: + df["sqrts"] = float(lines[11].split(",")[1]) + df["sqrts_min"] = df["sqrts"] + df["sqrts_max"] = df["sqrts"] + except ValueError: + df["sqrts_min"] = float(lines[11].split(",")[1].split("-")[0]) + df["sqrts_max"] = float(lines[11].split(",")[1].split("-")[1]) + df["sqrts"] = (df["sqrts_min"] + df["sqrts_max"]) / 2 + if dfs.empty: + dfs = df + else: + dfs = pd.concat([dfs, df], ignore_index=True) + dfs["norm+"] = [float(x[:-1]) for x in dfs["norm+"]] + dfs["norm-"] = [float(x[:-2]) for x in dfs["norm-"]] + dfs = dfs.astype(float) + dfs["norm+"] *= abs(dfs.F2) + dfs["norm-"] *= abs(dfs.F2) + + # dfs["y"] = dfs.Q2 /( dfs.x * dfs.sqrts**2) + return dfs.sort_values(["Q2", "x", "sqrts"]) + + +def write_files(df): + """Write kinemati, central value and uncertainties files.""" + + # Write central data + data_central_yaml = {"data_central": [float(x) for x in df["F2"]]} + with open(HERE / f"data_{VARIANT}.yaml", "w", encoding="utf-8") as file: + yaml.dump(data_central_yaml, file) + + # Write kin file + kin = [] + for _, row in df.iterrows(): + kin_value = { + "x": { + "min": None, + "mid": float(row.x), + "max": None, + }, + "Q2": { + "min": None, + "mid": float(row.Q2), + "max": None, + }, + "y": { + "min": float(row.sqrts_min), + "mid": float(row.sqrts), + "max": float(row.sqrts_max), + }, + } + kin.append(kin_value) + kinematics_yaml = {"bins": kin} + with open(HERE / f"kinematics_{VARIANT}.yaml", "w", encoding="utf-8") as file: + yaml.dump(kinematics_yaml, file) + + # loop on data points + error_definition = { + "stat": { + "description": "statistical uncertainty", + "treatment": "ADD", + "type": "UNCORR", + }, + "sys": { + "description": "systematical uncertainty", + "treatment": "MULT", + "type": "CORR", + }, + "norm": { + "description": "normalization uncertainty", + "treatment": "MULT", + "type": "CORR", + }, + } + error = [] + for _, row in df.iterrows(): + e = { + "stat": float(row["stat+"]), + "sys": float(row["sys+"]), + "norm": float(row["norm+"]), + } + error.append(e) + + uncertainties_yaml = {"definitions": error_definition, "bins": error} + with open(HERE / f"uncertainties_{VARIANT}.yaml", "w", encoding="utf-8") as file: + yaml.dump(uncertainties_yaml, file, sort_keys=False) + + +if __name__ == "__main__": + df = read_tables() + write_files(df) diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/kinematics_hepdata.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/kinematics_hepdata.yaml new file mode 100644 index 0000000000..9816e124c8 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/kinematics_hepdata.yaml @@ -0,0 +1,5857 @@ +bins: +- Q2: + max: null + mid: 7.5 + min: null + x: + max: null + mid: 0.07 + min: null + y: + max: 13.729 + mid: 13.729 + min: 13.729 +- Q2: + max: null + mid: 7.5 + min: null + x: + max: null + mid: 0.07 + min: null + y: + max: 22.938 + mid: 18.3335 + min: 13.729 +- Q2: + max: null + mid: 7.5 + min: null + x: + max: null + mid: 0.1 + min: null + y: + max: 13.729 + mid: 13.729 + min: 13.729 +- Q2: + max: null + mid: 7.5 + min: null + x: + max: null + mid: 0.1 + min: null + y: + max: 22.938 + mid: 18.3335 + min: 13.729 +- Q2: + max: null + mid: 8.75 + min: null + x: + max: null + mid: 0.07 + min: null + y: + max: 13.729 + mid: 13.729 + min: 13.729 +- Q2: + max: null + mid: 8.75 + min: null + x: + max: null + mid: 0.07 + min: null + y: + max: 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mid: 0.65 + min: null + y: + max: 22.938 + mid: 18.3335 + min: 13.729 +- Q2: + max: null + mid: 175.0 + min: null + x: + max: null + mid: 0.75 + min: null + y: + max: 22.938 + mid: 18.3335 + min: 13.729 +- Q2: + max: null + mid: 230.0 + min: null + x: + max: null + mid: 0.55 + min: null + y: + max: 22.938 + mid: 18.3335 + min: 13.729 +- Q2: + max: null + mid: 230.0 + min: null + x: + max: null + mid: 0.65 + min: null + y: + max: 22.938 + mid: 18.3335 + min: 13.729 +- Q2: + max: null + mid: 230.0 + min: null + x: + max: null + mid: 0.75 + min: null + y: + max: 22.938 + mid: 18.3335 + min: 13.729 diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table100.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table100.csv new file mode 100644 index 0000000000..bcfc947db1 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table100.csv @@ -0,0 +1,17 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t100 +#: name: Table 100 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table100.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 22.938 +#: P [GeV],280.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],22.938 +#: X,0.1 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +32.5,0.40558,0.00572,-0.00572,0.00261,-0.00261,3.0%,-3.0% +37.5,0.40695,0.00651,-0.00651,0.00197,-0.00197,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table101.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table101.csv new file mode 100644 index 0000000000..c887a27d26 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table101.csv @@ -0,0 +1,19 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t101 +#: name: Table 101 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table101.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 22.938 +#: P [GeV],280.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],22.938 +#: X,0.14 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +37.5,0.37701,0.00661,-0.00661,0.00169,-0.00169,3.0%,-3.0% +43.0,0.37628,0.00655,-0.00655,0.00155,-0.00155,3.0%,-3.0% +49.5,0.3642,0.00675,-0.00675,0.00149,-0.00149,3.0%,-3.0% +57.0,0.38075,0.00825,-0.00825,0.00147,-0.00147,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table102.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table102.csv new file mode 100644 index 0000000000..1b9439d9cb --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table102.csv @@ -0,0 +1,20 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t102 +#: name: Table 102 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table102.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 22.938 +#: P [GeV],280.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],22.938 +#: X,0.18 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +37.5,0.34807,0.00699,-0.00699,0.00141,-0.00141,3.0%,-3.0% +43.0,0.36142,0.00699,-0.00699,0.00125,-0.00125,3.0%,-3.0% +49.5,0.3402,0.00713,-0.00713,0.00123,-0.00123,3.0%,-3.0% +57.0,0.34527,0.00481,-0.00481,0.00082,-0.00082,3.0%,-3.0% +65.5,0.34112,0.00513,-0.00513,0.00081,-0.00081,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table103.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table103.csv new file mode 100644 index 0000000000..1239298c87 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table103.csv @@ -0,0 +1,22 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t103 +#: name: Table 103 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table103.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 22.938 +#: P [GeV],280.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],22.938 +#: X,0.225 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +37.5,0.3128,0.0066,-0.0066,0.00141,-0.00141,3.0%,-3.0% +43.0,0.30989,0.00633,-0.00633,0.00128,-0.00128,3.0%,-3.0% +49.5,0.31821,0.00662,-0.00662,0.0011,-0.0011,3.0%,-3.0% +57.0,0.31194,0.00438,-0.00438,0.00067,-0.00067,3.0%,-3.0% +65.5,0.31557,0.00474,-0.00474,0.00075,-0.00075,3.0%,-3.0% +75.0,0.30609,0.00505,-0.00505,0.00064,-0.00064,3.0%,-3.0% +86.0,0.30722,0.00542,-0.00542,0.00069,-0.00069,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table104.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table104.csv new file mode 100644 index 0000000000..6e9a0db1e2 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table104.csv @@ -0,0 +1,24 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t104 +#: name: Table 104 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table104.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 22.938 +#: P [GeV],280.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],22.938 +#: X,0.275 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +37.5,0.27435,0.00705,-0.00705,0.00105,-0.00105,3.0%,-3.0% +43.0,0.27909,0.0066,-0.0066,0.00094,-0.00094,3.0%,-3.0% +49.5,0.2672,0.00659,-0.00659,0.00101,-0.00101,3.0%,-3.0% +57.0,0.2758,0.00461,-0.00461,0.00098,-0.00098,3.0%,-3.0% +65.5,0.26187,0.00473,-0.00473,0.00081,-0.00081,3.0%,-3.0% +75.0,0.27649,0.00521,-0.00521,0.00087,-0.00087,3.0%,-3.0% +86.0,0.26182,0.00512,-0.00512,0.00045,-0.00045,3.0%,-3.0% +99.0,0.26097,0.00637,-0.00637,0.00045,-0.00045,3.0%,-3.0% +115.5,0.26278,0.00704,-0.00704,0.00046,-0.00046,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table105.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table105.csv new file mode 100644 index 0000000000..9d97d349fe --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table105.csv @@ -0,0 +1,24 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t105 +#: name: Table 105 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table105.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 22.938 +#: P [GeV],280.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],22.938 +#: X,0.35 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +43.0,0.20778,0.00472,-0.00472,0.00091,-0.00091,3.0%,-3.0% +49.5,0.21507,0.00481,-0.00481,0.0008,-0.0008,3.0%,-3.0% +57.0,0.21277,0.0033,-0.0033,0.00075,-0.00075,3.0%,-3.0% +65.5,0.20136,0.00334,-0.00334,0.00062,-0.00062,3.0%,-3.0% +75.0,0.20997,0.00361,-0.00361,0.00056,-0.00056,3.0%,-3.0% +86.0,0.20664,0.00359,-0.00359,0.00073,-0.00073,3.0%,-3.0% +99.0,0.20421,0.00377,-0.00377,0.00062,-0.00062,3.0%,-3.0% +115.5,0.20511,0.00444,-0.00444,0.00041,-0.00041,3.0%,-3.0% +137.5,0.20266,0.00477,-0.00477,0.00041,-0.00041,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table13.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table13.csv new file mode 100644 index 0000000000..f623bc7f30 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table13.csv @@ -0,0 +1,20 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t13 +#: name: Table 13 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table13.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729-22.938 +#: P [GEV],100. TO 280. +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729-22.938 +#: X,0.07 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +7.5,0.40205,0.0062,-0.0062,0.00736,-0.00736,3.0%,-3.0% +8.75,0.39179,0.00404,-0.00404,0.0079,-0.0079,3.0%,-3.0% +10.25,0.38982,0.00622,-0.00622,0.00779,-0.00779,3.0%,-3.0% +17.0,0.41459,0.00541,-0.00541,0.00689,-0.00689,3.0%,-3.0% +19.0,0.41972,0.00553,-0.00553,0.00701,-0.00701,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table14.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table14.csv new file mode 100644 index 0000000000..df1f87f89e --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table14.csv @@ -0,0 +1,25 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t14 +#: name: Table 14 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table14.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729-22.938 +#: P [GEV],100. TO 280. +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729-22.938 +#: X,0.1 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +7.5,0.38468,0.00429,-0.00429,0.00485,-0.00485,3.0%,-3.0% +8.75,0.38926,0.00356,-0.00356,0.00532,-0.00532,3.0%,-3.0% +10.25,0.38958,0.00289,-0.00289,0.00514,-0.00514,3.0%,-3.0% +11.75,0.39066,0.00485,-0.00485,0.00516,-0.00516,3.0%,-3.0% +13.25,0.39239,0.00529,-0.00529,0.00482,-0.00482,3.0%,-3.0% +19.0,0.4018,0.00414,-0.00414,0.0035,-0.0035,3.0%,-3.0% +21.5,0.40171,0.00324,-0.00324,0.00393,-0.00393,3.0%,-3.0% +24.5,0.40528,0.00349,-0.00349,0.00336,-0.00336,3.0%,-3.0% +32.5,0.40558,0.00572,-0.00572,0.00452,-0.00452,3.0%,-3.0% +37.5,0.40695,0.00651,-0.00651,0.00341,-0.00341,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table15.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table15.csv new file mode 100644 index 0000000000..cdbfa8617d --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table15.csv @@ -0,0 +1,30 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t15 +#: name: Table 15 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table15.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729-22.938 +#: P [GEV],100. TO 280. +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729-22.938 +#: X,0.14 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +8.75,0.37768,0.00392,-0.00392,0.0043,-0.0043,3.0%,-3.0% +10.25,0.37965,0.00399,-0.00399,0.0045,-0.0045,3.0%,-3.0% +11.75,0.37955,0.00347,-0.00347,0.00445,-0.00445,3.0%,-3.0% +13.25,0.37406,0.00369,-0.00369,0.00416,-0.00416,3.0%,-3.0% +15.0,0.37906,0.00371,-0.00371,0.00435,-0.00435,3.0%,-3.0% +17.0,0.37759,0.00636,-0.00636,0.00404,-0.00404,3.0%,-3.0% +19.0,0.36935,0.00697,-0.00697,0.00388,-0.00388,3.0%,-3.0% +21.5,0.38121,0.00364,-0.00364,0.00319,-0.00319,3.0%,-3.0% +24.5,0.38366,0.00382,-0.00382,0.00359,-0.00359,3.0%,-3.0% +28.0,0.37999,0.00367,-0.00367,0.00253,-0.00253,3.0%,-3.0% +32.5,0.37396,0.00363,-0.00363,0.00267,-0.00267,3.0%,-3.0% +37.5,0.37701,0.00661,-0.00661,0.00293,-0.00293,3.0%,-3.0% +43.0,0.37628,0.00655,-0.00655,0.00268,-0.00268,3.0%,-3.0% +49.5,0.3642,0.00675,-0.00675,0.00258,-0.00258,3.0%,-3.0% +57.0,0.38075,0.00825,-0.00825,0.00255,-0.00255,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table16.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table16.csv new file mode 100644 index 0000000000..6cb708a164 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table16.csv @@ -0,0 +1,31 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t16 +#: name: Table 16 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table16.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729-22.938 +#: P [GEV],100. TO 280. +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729-22.938 +#: X,0.18 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +8.75,0.36886,0.0049,-0.0049,0.00475,-0.00475,3.0%,-3.0% +10.25,0.36592,0.00476,-0.00476,0.0041,-0.0041,3.0%,-3.0% +11.75,0.36481,0.00406,-0.00406,0.00414,-0.00414,3.0%,-3.0% +13.25,0.36218,0.00424,-0.00424,0.00414,-0.00414,3.0%,-3.0% +15.0,0.35909,0.00408,-0.00408,0.00397,-0.00397,3.0%,-3.0% +17.0,0.3554,0.00445,-0.00445,0.00374,-0.00374,3.0%,-3.0% +19.0,0.34847,0.00752,-0.00752,0.00379,-0.00379,3.0%,-3.0% +21.5,0.35422,0.00361,-0.00361,0.00312,-0.00312,3.0%,-3.0% +24.5,0.35693,0.00384,-0.00384,0.00272,-0.00272,3.0%,-3.0% +28.0,0.36224,0.00416,-0.00416,0.00248,-0.00248,3.0%,-3.0% +32.5,0.35007,0.0029,-0.0029,0.00208,-0.00208,3.0%,-3.0% +37.5,0.34507,0.0028,-0.0028,0.00159,-0.00159,3.0%,-3.0% +43.0,0.35017,0.0028,-0.0028,0.00139,-0.00139,3.0%,-3.0% +49.5,0.3402,0.00713,-0.00713,0.00213,-0.00213,3.0%,-3.0% +57.0,0.34527,0.00481,-0.00481,0.00142,-0.00142,3.0%,-3.0% +65.5,0.34112,0.00513,-0.00513,0.0014,-0.0014,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table17.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table17.csv new file mode 100644 index 0000000000..2afa2c4500 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table17.csv @@ -0,0 +1,32 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t17 +#: name: Table 17 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table17.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729-22.938 +#: P [GEV],100. TO 280. +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729-22.938 +#: X,0.225 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +10.25,0.3412,0.00482,-0.00482,0.00397,-0.00397,3.0%,-3.0% +11.75,0.33792,0.004,-0.004,0.00383,-0.00383,3.0%,-3.0% +13.25,0.33915,0.00419,-0.00419,0.00376,-0.00376,3.0%,-3.0% +15.0,0.33268,0.00389,-0.00389,0.00364,-0.00364,3.0%,-3.0% +17.0,0.32655,0.00416,-0.00416,0.0035,-0.0035,3.0%,-3.0% +19.0,0.32145,0.0045,-0.0045,0.00352,-0.00352,3.0%,-3.0% +21.5,0.31921,0.00423,-0.00423,0.00348,-0.00348,3.0%,-3.0% +24.5,0.32188,0.00425,-0.00425,0.00151,-0.00151,3.0%,-3.0% +28.0,0.32079,0.00277,-0.00277,0.00144,-0.00144,3.0%,-3.0% +32.5,0.32719,0.00311,-0.00311,0.00168,-0.00168,3.0%,-3.0% +37.5,0.31454,0.00256,-0.00256,0.00139,-0.00139,3.0%,-3.0% +43.0,0.31493,0.00249,-0.00249,0.00158,-0.00158,3.0%,-3.0% +49.5,0.31062,0.00248,-0.00248,0.00184,-0.00184,3.0%,-3.0% +57.0,0.31558,0.00282,-0.00282,0.00106,-0.00106,3.0%,-3.0% +65.5,0.31557,0.00474,-0.00474,0.0013,-0.0013,3.0%,-3.0% +75.0,0.30609,0.00505,-0.00505,0.00111,-0.00111,3.0%,-3.0% +86.0,0.30722,0.00542,-0.00542,0.0012,-0.0012,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table18.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table18.csv new file mode 100644 index 0000000000..ab566e3f37 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table18.csv @@ -0,0 +1,34 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t18 +#: name: Table 18 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table18.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729-22.938 +#: P [GEV],100. TO 280. +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729-22.938 +#: X,0.275 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +10.25,0.30476,0.00537,-0.00537,0.00518,-0.00518,3.0%,-3.0% +11.75,0.29971,0.00546,-0.00546,0.00374,-0.00374,3.0%,-3.0% +13.25,0.30167,0.00464,-0.00464,0.00329,-0.00329,3.0%,-3.0% +15.0,0.30664,0.00428,-0.00428,0.00326,-0.00326,3.0%,-3.0% +17.0,0.30151,0.00446,-0.00446,0.00317,-0.00317,3.0%,-3.0% +19.0,0.29265,0.00467,-0.00467,0.00307,-0.00307,3.0%,-3.0% +21.5,0.29675,0.00433,-0.00433,0.0031,-0.0031,3.0%,-3.0% +24.5,0.28413,0.00349,-0.00349,0.00111,-0.00111,3.0%,-3.0% +28.0,0.28862,0.00264,-0.00264,0.00139,-0.00139,3.0%,-3.0% +32.5,0.28393,0.0025,-0.0025,0.00113,-0.00113,3.0%,-3.0% +37.5,0.27916,0.00228,-0.00228,0.00102,-0.00102,3.0%,-3.0% +43.0,0.27419,0.00234,-0.00234,0.00099,-0.00099,3.0%,-3.0% +49.5,0.27093,0.00253,-0.00253,0.00132,-0.00132,3.0%,-3.0% +57.0,0.27517,0.00248,-0.00248,0.00104,-0.00104,3.0%,-3.0% +65.5,0.26869,0.00289,-0.00289,0.00128,-0.00128,3.0%,-3.0% +75.0,0.26879,0.00313,-0.00313,0.00175,-0.00175,3.0%,-3.0% +86.0,0.26182,0.00512,-0.00512,0.00078,-0.00078,3.0%,-3.0% +99.0,0.26097,0.00637,-0.00637,0.00078,-0.00078,3.0%,-3.0% +115.5,0.26278,0.00704,-0.00704,0.0008,-0.0008,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table19.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table19.csv new file mode 100644 index 0000000000..8ce51e65e4 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table19.csv @@ -0,0 +1,34 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t19 +#: name: Table 19 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table19.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729-22.938 +#: P [GEV],100. TO 280. +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729-22.938 +#: X,0.35 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +11.75,0.24021,0.00427,-0.00427,0.00381,-0.00381,3.0%,-3.0% +13.25,0.23489,0.00353,-0.00353,0.00262,-0.00262,3.0%,-3.0% +15.0,0.23229,0.00314,-0.00314,0.00249,-0.00249,3.0%,-3.0% +17.0,0.23633,0.00326,-0.00326,0.00255,-0.00255,3.0%,-3.0% +19.0,0.22533,0.00332,-0.00332,0.00236,-0.00236,3.0%,-3.0% +21.5,0.22823,0.00299,-0.00299,0.00244,-0.00244,3.0%,-3.0% +24.5,0.22699,0.00221,-0.00221,0.00111,-0.00111,3.0%,-3.0% +28.0,0.22596,0.00243,-0.00243,0.0008,-0.0008,3.0%,-3.0% +32.5,0.22147,0.00175,-0.00175,0.0009,-0.0009,3.0%,-3.0% +37.5,0.22029,0.00165,-0.00165,0.00078,-0.00078,3.0%,-3.0% +43.0,0.21619,0.00154,-0.00154,0.00087,-0.00087,3.0%,-3.0% +49.5,0.21435,0.00167,-0.00167,0.00085,-0.00085,3.0%,-3.0% +57.0,0.21428,0.00164,-0.00164,0.00088,-0.00088,3.0%,-3.0% +65.5,0.20654,0.00178,-0.00178,0.00083,-0.00083,3.0%,-3.0% +75.0,0.20555,0.00211,-0.00211,0.00061,-0.00061,3.0%,-3.0% +86.0,0.20711,0.00219,-0.00219,0.00071,-0.00071,3.0%,-3.0% +99.0,0.20334,0.00235,-0.00235,0.00061,-0.00061,3.0%,-3.0% +115.5,0.20511,0.00444,-0.00444,0.00071,-0.00071,3.0%,-3.0% +137.5,0.20266,0.00477,-0.00477,0.00071,-0.00071,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table20.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table20.csv new file mode 100644 index 0000000000..155459a790 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table20.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t20 +#: name: Table 20 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table20.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729-22.938 +#: P [GEV],100. TO 280. +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729-22.938 +#: X,0.45 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +11.75,0.16027,0.00409,-0.00409,0.0026,-0.0026,3.0%,-3.0% +13.25,0.15729,0.00348,-0.00348,0.00251,-0.00251,3.0%,-3.0% +15.0,0.15712,0.00311,-0.00311,0.00248,-0.00248,3.0%,-3.0% +17.0,0.15303,0.00321,-0.00321,0.00218,-0.00218,3.0%,-3.0% +19.0,0.15502,0.00339,-0.00339,0.00222,-0.00222,3.0%,-3.0% +21.5,0.14802,0.00289,-0.00289,0.00196,-0.00196,3.0%,-3.0% +24.5,0.14668,0.002,-0.002,0.00125,-0.00125,3.0%,-3.0% +28.0,0.14324,0.00218,-0.00218,0.00097,-0.00097,3.0%,-3.0% +32.5,0.14418,0.00161,-0.00161,0.00116,-0.00116,3.0%,-3.0% +37.5,0.14153,0.00173,-0.00173,0.00104,-0.00104,3.0%,-3.0% +43.0,0.13889,0.00138,-0.00138,0.00106,-0.00106,3.0%,-3.0% +49.5,0.13664,0.00137,-0.00137,0.00094,-0.00094,3.0%,-3.0% +57.0,0.13566,0.00135,-0.00135,0.00092,-0.00092,3.0%,-3.0% +65.5,0.13069,0.00148,-0.00148,0.00087,-0.00087,3.0%,-3.0% +75.0,0.12882,0.00173,-0.00173,0.00071,-0.00071,3.0%,-3.0% +86.0,0.12975,0.00189,-0.00189,0.00074,-0.00074,3.0%,-3.0% +99.0,0.12922,0.00198,-0.00198,0.00071,-0.00071,3.0%,-3.0% +115.5,0.12283,0.00195,-0.00195,0.00057,-0.00057,3.0%,-3.0% +137.5,0.11853,0.0039,-0.0039,0.00062,-0.00062,3.0%,-3.0% +175.0,0.11937,0.00368,-0.00368,0.00059,-0.00059,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table21.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table21.csv new file mode 100644 index 0000000000..40855d25ca --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table21.csv @@ -0,0 +1,36 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t21 +#: name: Table 21 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table21.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729-22.938 +#: P [GEV],100. TO 280. +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729-22.938 +#: X,0.55 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +11.75,0.09289,0.00316,-0.00316,0.0039,-0.0039,3.0%,-3.0% +13.25,0.08787,0.00329,-0.00329,0.00317,-0.00317,3.0%,-3.0% +15.0,0.08806,0.0024,-0.0024,0.00307,-0.00307,3.0%,-3.0% +17.0,0.08275,0.00235,-0.00235,0.00256,-0.00256,3.0%,-3.0% +19.0,0.08553,0.00261,-0.00261,0.00225,-0.00225,3.0%,-3.0% +21.5,0.08382,0.00228,-0.00228,0.00197,-0.00197,3.0%,-3.0% +24.5,0.08638,0.00186,-0.00186,0.00171,-0.00171,3.0%,-3.0% +28.0,0.0813,0.0015,-0.0015,0.00151,-0.00151,3.0%,-3.0% +32.5,0.08024,0.00126,-0.00126,0.0018,-0.0018,3.0%,-3.0% +37.5,0.08003,0.00139,-0.00139,0.00152,-0.00152,3.0%,-3.0% +43.0,0.07666,0.00105,-0.00105,0.00151,-0.00151,3.0%,-3.0% +49.5,0.07644,0.00106,-0.00106,0.00133,-0.00133,3.0%,-3.0% +57.0,0.07512,0.00104,-0.00104,0.00116,-0.00116,3.0%,-3.0% +65.5,0.07053,0.00106,-0.00106,0.00094,-0.00094,3.0%,-3.0% +75.0,0.07093,0.00125,-0.00125,0.0009,-0.0009,3.0%,-3.0% +86.0,0.07099,0.00141,-0.00141,0.00087,-0.00087,3.0%,-3.0% +99.0,0.06788,0.00153,-0.00153,0.00076,-0.00076,3.0%,-3.0% +115.5,0.06619,0.00152,-0.00152,0.00066,-0.00066,3.0%,-3.0% +137.5,0.06763,0.00168,-0.00168,0.00059,-0.00059,3.0%,-3.0% +175.0,0.06013,0.00274,-0.00274,0.00059,-0.00059,3.0%,-3.0% +230.0,0.06133,0.00369,-0.00369,0.0005,-0.0005,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table22.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table22.csv new file mode 100644 index 0000000000..1f212dd7b6 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table22.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t22 +#: name: Table 22 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table22.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729-22.938 +#: P [GEV],100. TO 280. +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729-22.938 +#: X,0.65 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +13.25,0.0439,0.00187,-0.00187,0.0048,-0.0048,3.0%,-3.0% +15.0,0.04265,0.00166,-0.00166,0.00404,-0.00404,3.0%,-3.0% +17.0,0.04144,0.0014,-0.0014,0.00369,-0.00369,3.0%,-3.0% +19.0,0.04205,0.00152,-0.00152,0.00324,-0.00324,3.0%,-3.0% +21.5,0.0405,0.00138,-0.00138,0.00274,-0.00274,3.0%,-3.0% +24.5,0.04017,0.00107,-0.00107,0.00206,-0.00206,3.0%,-3.0% +28.0,0.03831,0.00107,-0.00107,0.00175,-0.00175,3.0%,-3.0% +32.5,0.0374,0.00077,-0.00077,0.00208,-0.00208,3.0%,-3.0% +37.5,0.03656,0.00087,-0.00087,0.00185,-0.00185,3.0%,-3.0% +43.0,0.03547,0.00066,-0.00066,0.00182,-0.00182,3.0%,-3.0% +49.5,0.03476,0.00066,-0.00066,0.00159,-0.00159,3.0%,-3.0% +57.0,0.0331,0.00064,-0.00064,0.00133,-0.00133,3.0%,-3.0% +65.5,0.03201,0.00068,-0.00068,0.00109,-0.00109,3.0%,-3.0% +75.0,0.03215,0.00075,-0.00075,0.00092,-0.00092,3.0%,-3.0% +86.0,0.03231,0.00092,-0.00092,0.00087,-0.00087,3.0%,-3.0% +99.0,0.03155,0.00097,-0.00097,0.00076,-0.00076,3.0%,-3.0% +115.5,0.02865,0.001,-0.001,0.00061,-0.00061,3.0%,-3.0% +137.5,0.02884,0.00112,-0.00112,0.00048,-0.00048,3.0%,-3.0% +175.0,0.02729,0.00189,-0.00189,0.00052,-0.00052,3.0%,-3.0% +230.0,0.02975,0.00249,-0.00249,0.00047,-0.00047,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table23.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table23.csv new file mode 100644 index 0000000000..6a3df40755 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table23.csv @@ -0,0 +1,30 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t23 +#: name: Table 23 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table23.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729-22.938 +#: P [GEV],100. TO 280. +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729-22.938 +#: X,0.75 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +24.5,0.01357,0.00064,-0.00064,0.00166,-0.00166,3.0%,-3.0% +28.0,0.01366,0.00068,-0.00068,0.00156,-0.00156,3.0%,-3.0% +32.5,0.0132,0.00049,-0.00049,0.0013,-0.0013,3.0%,-3.0% +37.5,0.0118,0.00056,-0.00056,0.001,-0.001,3.0%,-3.0% +43.0,0.01223,0.00034,-0.00034,0.00149,-0.00149,3.0%,-3.0% +49.5,0.01165,0.00036,-0.00036,0.00126,-0.00126,3.0%,-3.0% +57.0,0.01113,0.00035,-0.00035,0.00125,-0.00125,3.0%,-3.0% +65.5,0.01083,0.00039,-0.00039,0.00104,-0.00104,3.0%,-3.0% +75.0,0.0109,0.00043,-0.00043,0.00094,-0.00094,3.0%,-3.0% +86.0,0.00992,0.00046,-0.00046,0.00083,-0.00083,3.0%,-3.0% +99.0,0.00919,0.00048,-0.00048,0.00064,-0.00064,3.0%,-3.0% +115.5,0.0082,0.00051,-0.00051,0.00054,-0.00054,3.0%,-3.0% +137.5,0.0091,0.00057,-0.00057,0.00048,-0.00048,3.0%,-3.0% +175.0,0.00833,0.00098,-0.00098,0.00043,-0.00043,3.0%,-3.0% +230.0,0.00799,0.0013,-0.0013,0.00028,-0.00028,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table35.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table35.csv new file mode 100644 index 0000000000..07fb87eb1a --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table35.csv @@ -0,0 +1,17 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t35 +#: name: Table 35 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table35.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729 +#: P [GeV],100.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729 +#: X,0.07 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +7.5,0.40205,0.0062,-0.0062,0.00425,-0.00425,3.0%,-3.0% +8.75,0.39363,0.00545,-0.00545,0.0051,-0.0051,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table36.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table36.csv new file mode 100644 index 0000000000..6a2072a1a4 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table36.csv @@ -0,0 +1,18 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t36 +#: name: Table 36 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table36.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729 +#: P [GeV],100.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729 +#: X,0.1 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +7.5,0.38468,0.00429,-0.00429,0.0028,-0.0028,3.0%,-3.0% +8.75,0.38926,0.00356,-0.00356,0.00307,-0.00307,3.0%,-3.0% +10.25,0.38772,0.0037,-0.0037,0.00304,-0.00304,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table37.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table37.csv new file mode 100644 index 0000000000..25927be60a --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table37.csv @@ -0,0 +1,20 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t37 +#: name: Table 37 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table37.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729 +#: P [GeV],100.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729 +#: X,0.14 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +8.75,0.37768,0.00392,-0.00392,0.00248,-0.00248,3.0%,-3.0% +10.25,0.37965,0.00399,-0.00399,0.0026,-0.0026,3.0%,-3.0% +11.75,0.37641,0.00434,-0.00434,0.00265,-0.00265,3.0%,-3.0% +13.25,0.37062,0.00474,-0.00474,0.00231,-0.00231,3.0%,-3.0% +15.0,0.37847,0.00489,-0.00489,0.00254,-0.00254,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table38.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table38.csv new file mode 100644 index 0000000000..cceb214d60 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table38.csv @@ -0,0 +1,21 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t38 +#: name: Table 38 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table38.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729 +#: P [GeV],100.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729 +#: X,0.18 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +8.75,0.36886,0.0049,-0.0049,0.00274,-0.00274,3.0%,-3.0% +10.25,0.36592,0.00476,-0.00476,0.00237,-0.00237,3.0%,-3.0% +11.75,0.3667,0.00503,-0.00503,0.0024,-0.0024,3.0%,-3.0% +13.25,0.36497,0.00537,-0.00537,0.00254,-0.00254,3.0%,-3.0% +15.0,0.36523,0.00525,-0.00525,0.00233,-0.00233,3.0%,-3.0% +17.0,0.35727,0.00577,-0.00577,0.0022,-0.0022,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table39.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table39.csv new file mode 100644 index 0000000000..5bc3115b56 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table39.csv @@ -0,0 +1,24 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t39 +#: name: Table 39 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table39.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729 +#: P [GeV],100.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729 +#: X,0.225 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +10.25,0.3412,0.00482,-0.00482,0.00229,-0.00229,3.0%,-3.0% +11.75,0.34635,0.00502,-0.00502,0.00224,-0.00224,3.0%,-3.0% +13.25,0.33805,0.00522,-0.00522,0.00215,-0.00215,3.0%,-3.0% +15.0,0.33659,0.00492,-0.00492,0.00214,-0.00214,3.0%,-3.0% +17.0,0.32138,0.00525,-0.00525,0.00198,-0.00198,3.0%,-3.0% +19.0,0.32395,0.00582,-0.00582,0.0021,-0.0021,3.0%,-3.0% +21.5,0.31436,0.00557,-0.00557,0.00198,-0.00198,3.0%,-3.0% +24.5,0.32498,0.00528,-0.00528,0.00059,-0.00059,3.0%,-3.0% +28.0,0.31917,0.00538,-0.00538,0.00078,-0.00078,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table40.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table40.csv new file mode 100644 index 0000000000..9355ddf578 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table40.csv @@ -0,0 +1,26 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t40 +#: name: Table 40 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table40.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729 +#: P [GeV],100.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729 +#: X,0.275 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +10.25,0.30476,0.00537,-0.00537,0.00299,-0.00299,3.0%,-3.0% +11.75,0.29971,0.00546,-0.00546,0.00216,-0.00216,3.0%,-3.0% +13.25,0.30213,0.00575,-0.00575,0.00196,-0.00196,3.0%,-3.0% +15.0,0.30414,0.00528,-0.00528,0.00187,-0.00187,3.0%,-3.0% +17.0,0.30467,0.00566,-0.00566,0.00185,-0.00185,3.0%,-3.0% +19.0,0.29035,0.00594,-0.00594,0.00182,-0.00182,3.0%,-3.0% +21.5,0.29911,0.00562,-0.00562,0.00181,-0.00181,3.0%,-3.0% +24.5,0.28068,0.00501,-0.00501,0.00049,-0.00049,3.0%,-3.0% +28.0,0.29223,0.00511,-0.00511,0.00084,-0.00084,3.0%,-3.0% +32.5,0.28428,0.00477,-0.00477,0.00061,-0.00061,3.0%,-3.0% +37.5,0.27224,0.00593,-0.00593,0.00047,-0.00047,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table41.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table41.csv new file mode 100644 index 0000000000..02b81f5693 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table41.csv @@ -0,0 +1,26 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t41 +#: name: Table 41 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table41.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729 +#: P [GeV],100.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729 +#: X,0.35 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +11.75,0.24021,0.00427,-0.00427,0.0022,-0.0022,3.0%,-3.0% +13.25,0.23373,0.00434,-0.00434,0.00186,-0.00186,3.0%,-3.0% +15.0,0.23122,0.00383,-0.00383,0.00167,-0.00167,3.0%,-3.0% +17.0,0.23727,0.00411,-0.00411,0.00158,-0.00158,3.0%,-3.0% +19.0,0.223,0.00417,-0.00417,0.00143,-0.00143,3.0%,-3.0% +21.5,0.23275,0.00389,-0.00389,0.00142,-0.00142,3.0%,-3.0% +24.5,0.22389,0.00284,-0.00284,0.00074,-0.00074,3.0%,-3.0% +28.0,0.22548,0.00354,-0.00354,0.00064,-0.00064,3.0%,-3.0% +32.5,0.22042,0.00322,-0.00322,0.00044,-0.00044,3.0%,-3.0% +37.5,0.21929,0.00347,-0.00347,0.00038,-0.00038,3.0%,-3.0% +43.0,0.21644,0.00371,-0.00371,0.00035,-0.00035,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table42.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table42.csv new file mode 100644 index 0000000000..128239211c --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table42.csv @@ -0,0 +1,28 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t42 +#: name: Table 42 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table42.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729 +#: P [GeV],100.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729 +#: X,0.45 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +11.75,0.16027,0.00409,-0.00409,0.0015,-0.0015,3.0%,-3.0% +13.25,0.15606,0.0043,-0.0043,0.00144,-0.00144,3.0%,-3.0% +15.0,0.15503,0.00378,-0.00378,0.0014,-0.0014,3.0%,-3.0% +17.0,0.15335,0.00403,-0.00403,0.00121,-0.00121,3.0%,-3.0% +19.0,0.15573,0.00429,-0.00429,0.00121,-0.00121,3.0%,-3.0% +21.5,0.14488,0.00362,-0.00362,0.00113,-0.00113,3.0%,-3.0% +24.5,0.14465,0.00256,-0.00256,0.00069,-0.00069,3.0%,-3.0% +28.0,0.14024,0.00314,-0.00314,0.00054,-0.00054,3.0%,-3.0% +32.5,0.1437,0.00283,-0.00283,0.0006,-0.0006,3.0%,-3.0% +37.5,0.14557,0.00311,-0.00311,0.00046,-0.00046,3.0%,-3.0% +43.0,0.14129,0.00312,-0.00312,0.00053,-0.00053,3.0%,-3.0% +49.5,0.13463,0.00312,-0.00312,0.00043,-0.00043,3.0%,-3.0% +57.0,0.13718,0.00357,-0.00357,0.00039,-0.00039,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table43.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table43.csv new file mode 100644 index 0000000000..3999ef5863 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table43.csv @@ -0,0 +1,29 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t43 +#: name: Table 43 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table43.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729 +#: P [GeV],100.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729 +#: X,0.55 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +11.75,0.09289,0.00316,-0.00316,0.00225,-0.00225,3.0%,-3.0% +13.25,0.08787,0.00329,-0.00329,0.00183,-0.00183,3.0%,-3.0% +15.0,0.09002,0.00306,-0.00306,0.00165,-0.00165,3.0%,-3.0% +17.0,0.08473,0.00308,-0.00308,0.00138,-0.00138,3.0%,-3.0% +19.0,0.08291,0.00319,-0.00319,0.00121,-0.00121,3.0%,-3.0% +21.5,0.08285,0.00289,-0.00289,0.00105,-0.00105,3.0%,-3.0% +24.5,0.0852,0.00206,-0.00206,0.00094,-0.00094,3.0%,-3.0% +28.0,0.08108,0.00199,-0.00199,0.00084,-0.00084,3.0%,-3.0% +32.5,0.08528,0.00236,-0.00236,0.0007,-0.0007,3.0%,-3.0% +37.5,0.08115,0.00247,-0.00247,0.00058,-0.00058,3.0%,-3.0% +43.0,0.08024,0.00252,-0.00252,0.00047,-0.00047,3.0%,-3.0% +49.5,0.07715,0.00251,-0.00251,0.0004,-0.0004,3.0%,-3.0% +57.0,0.07418,0.00268,-0.00268,0.00039,-0.00039,3.0%,-3.0% +65.5,0.07237,0.00289,-0.00289,0.00035,-0.00035,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table44.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table44.csv new file mode 100644 index 0000000000..1f5d6c83cb --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table44.csv @@ -0,0 +1,29 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t44 +#: name: Table 44 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table44.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729 +#: P [GeV],100.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729 +#: X,0.65 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +13.25,0.0439,0.00187,-0.00187,0.00277,-0.00277,3.0%,-3.0% +15.0,0.04265,0.00166,-0.00166,0.00233,-0.00233,3.0%,-3.0% +17.0,0.04167,0.00184,-0.00184,0.00202,-0.00202,3.0%,-3.0% +19.0,0.04151,0.00198,-0.00198,0.00173,-0.00173,3.0%,-3.0% +21.5,0.04012,0.00178,-0.00178,0.00144,-0.00144,3.0%,-3.0% +24.5,0.04117,0.00121,-0.00121,0.00113,-0.00113,3.0%,-3.0% +28.0,0.03871,0.00121,-0.00121,0.00095,-0.00095,3.0%,-3.0% +32.5,0.03829,0.00143,-0.00143,0.00079,-0.00079,3.0%,-3.0% +37.5,0.03666,0.00161,-0.00161,0.00062,-0.00062,3.0%,-3.0% +43.0,0.03529,0.00166,-0.00166,0.0005,-0.0005,3.0%,-3.0% +49.5,0.03309,0.00166,-0.00166,0.0004,-0.0004,3.0%,-3.0% +57.0,0.03371,0.00184,-0.00184,0.00036,-0.00036,3.0%,-3.0% +65.5,0.02989,0.00187,-0.00187,0.00028,-0.00028,3.0%,-3.0% +75.0,0.03206,0.00218,-0.00218,0.00027,-0.00027,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table45.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table45.csv new file mode 100644 index 0000000000..f00b8a21be --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table45.csv @@ -0,0 +1,24 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t45 +#: name: Table 45 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table45.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729 +#: P [GeV],100.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729 +#: X,0.75 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +24.5,0.01357,0.00064,-0.00064,0.00096,-0.00096,3.0%,-3.0% +28.0,0.01366,0.00068,-0.00068,0.0009,-0.0009,3.0%,-3.0% +32.5,0.01308,0.00065,-0.00065,0.00069,-0.00069,3.0%,-3.0% +37.5,0.0117,0.00074,-0.00074,0.00051,-0.00051,3.0%,-3.0% +43.0,0.01106,0.00079,-0.00079,0.00043,-0.00043,3.0%,-3.0% +49.5,0.01083,0.00084,-0.00084,0.00035,-0.00035,3.0%,-3.0% +57.0,0.01149,0.001,-0.001,0.0003,-0.0003,3.0%,-3.0% +65.5,0.00968,0.00102,-0.00102,0.00022,-0.00022,3.0%,-3.0% +75.0,0.01033,0.00119,-0.00119,0.0002,-0.0002,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table57.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table57.csv new file mode 100644 index 0000000000..1c1fc3f0e9 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table57.csv @@ -0,0 +1,17 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t57 +#: name: Table 57 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table57.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 15.034 +#: P [GeV],120.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],15.034 +#: X,0.07 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +8.75,0.38956,0.006,-0.006,0.00417,-0.00417,3.0%,-3.0% +10.25,0.38982,0.00622,-0.00622,0.0045,-0.0045,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table58.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table58.csv new file mode 100644 index 0000000000..8c7321cbf5 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table58.csv @@ -0,0 +1,18 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t58 +#: name: Table 58 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table58.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 15.034 +#: P [GeV],120.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],15.034 +#: X,0.1 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +10.25,0.39249,0.00462,-0.00462,0.00289,-0.00289,3.0%,-3.0% +11.75,0.39066,0.00485,-0.00485,0.00298,-0.00298,3.0%,-3.0% +13.25,0.39239,0.00529,-0.00529,0.00278,-0.00278,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table59.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table59.csv new file mode 100644 index 0000000000..6d62517bbd --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table59.csv @@ -0,0 +1,20 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t59 +#: name: Table 59 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table59.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 15.034 +#: P [GeV],120.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],15.034 +#: X,0.14 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +11.75,0.38505,0.00575,-0.00575,0.00252,-0.00252,3.0%,-3.0% +13.25,0.37936,0.00588,-0.00588,0.00255,-0.00255,3.0%,-3.0% +15.0,0.37987,0.0057,-0.0057,0.00249,-0.00249,3.0%,-3.0% +17.0,0.37759,0.00636,-0.00636,0.00233,-0.00233,3.0%,-3.0% +19.0,0.36935,0.00697,-0.00697,0.00224,-0.00224,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table60.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table60.csv new file mode 100644 index 0000000000..3df68a52ac --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table60.csv @@ -0,0 +1,22 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t60 +#: name: Table 60 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table60.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 15.034 +#: P [GeV],120.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],15.034 +#: X,0.18 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +11.75,0.36127,0.00688,-0.00688,0.00245,-0.00245,3.0%,-3.0% +13.25,0.35757,0.00691,-0.00691,0.00231,-0.00231,3.0%,-3.0% +15.0,0.34979,0.00646,-0.00646,0.00225,-0.00225,3.0%,-3.0% +17.0,0.35267,0.00698,-0.00698,0.00225,-0.00225,3.0%,-3.0% +19.0,0.34847,0.00752,-0.00752,0.00219,-0.00219,3.0%,-3.0% +21.5,0.36087,0.00702,-0.00702,0.00222,-0.00222,3.0%,-3.0% +24.5,0.33792,0.0081,-0.0081,0.00205,-0.00205,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table61.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table61.csv new file mode 100644 index 0000000000..5308ec2512 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table61.csv @@ -0,0 +1,24 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t61 +#: name: Table 61 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table61.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 15.034 +#: P [GeV],120.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],15.034 +#: X,0.225 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +11.75,0.32331,0.00661,-0.00661,0.00219,-0.00219,3.0%,-3.0% +13.25,0.34116,0.00705,-0.00705,0.00224,-0.00224,3.0%,-3.0% +15.0,0.32619,0.00634,-0.00634,0.00207,-0.00207,3.0%,-3.0% +17.0,0.33525,0.0068,-0.0068,0.00212,-0.00212,3.0%,-3.0% +19.0,0.31776,0.00708,-0.00708,0.00196,-0.00196,3.0%,-3.0% +21.5,0.32585,0.00652,-0.00652,0.00205,-0.00205,3.0%,-3.0% +24.5,0.31622,0.00715,-0.00715,0.00192,-0.00192,3.0%,-3.0% +28.0,0.31632,0.00598,-0.00598,0.00077,-0.00077,3.0%,-3.0% +32.5,0.32366,0.00591,-0.00591,0.00067,-0.00067,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table62.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table62.csv new file mode 100644 index 0000000000..0240a9ab85 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table62.csv @@ -0,0 +1,25 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t62 +#: name: Table 62 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table62.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 15.034 +#: P [GeV],120.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],15.034 +#: X,0.275 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +13.25,0.3008,0.00786,-0.00786,0.00197,-0.00197,3.0%,-3.0% +15.0,0.31145,0.00732,-0.00732,0.00222,-0.00222,3.0%,-3.0% +17.0,0.29635,0.00723,-0.00723,0.00183,-0.00183,3.0%,-3.0% +19.0,0.29636,0.00756,-0.00756,0.00199,-0.00199,3.0%,-3.0% +21.5,0.29332,0.00678,-0.00678,0.00177,-0.00177,3.0%,-3.0% +24.5,0.28738,0.00486,-0.00486,0.00097,-0.00097,3.0%,-3.0% +28.0,0.28549,0.00466,-0.00466,0.00089,-0.00089,3.0%,-3.0% +32.5,0.28478,0.00476,-0.00476,0.00062,-0.00062,3.0%,-3.0% +37.5,0.28665,0.00616,-0.00616,0.00076,-0.00076,3.0%,-3.0% +43.0,0.27188,0.00624,-0.00624,0.00101,-0.00101,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table63.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table63.csv new file mode 100644 index 0000000000..e3adfface7 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table63.csv @@ -0,0 +1,27 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t63 +#: name: Table 63 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table63.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 15.034 +#: P [GeV],120.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],15.034 +#: X,0.35 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +13.25,0.23713,0.00604,-0.00604,0.00164,-0.00164,3.0%,-3.0% +15.0,0.23446,0.00545,-0.00545,0.00162,-0.00162,3.0%,-3.0% +17.0,0.23473,0.00535,-0.00535,0.00141,-0.00141,3.0%,-3.0% +19.0,0.22939,0.0055,-0.0055,0.00147,-0.00147,3.0%,-3.0% +21.5,0.22173,0.00467,-0.00467,0.00138,-0.00138,3.0%,-3.0% +24.5,0.23176,0.00352,-0.00352,0.00085,-0.00085,3.0%,-3.0% +28.0,0.22638,0.00333,-0.00333,0.00075,-0.00075,3.0%,-3.0% +32.5,0.22116,0.0032,-0.0032,0.00053,-0.00053,3.0%,-3.0% +37.5,0.2221,0.00415,-0.00415,0.00036,-0.00036,3.0%,-3.0% +43.0,0.21858,0.00421,-0.00421,0.00062,-0.00062,3.0%,-3.0% +49.5,0.20928,0.00426,-0.00426,0.00036,-0.00036,3.0%,-3.0% +57.0,0.21417,0.00502,-0.00502,0.00061,-0.00061,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table64.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table64.csv new file mode 100644 index 0000000000..78666c6a3f --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table64.csv @@ -0,0 +1,29 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t64 +#: name: Table 64 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table64.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 15.034 +#: P [GeV],120.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],15.034 +#: X,0.45 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +13.25,0.15964,0.00593,-0.00593,0.0016,-0.0016,3.0%,-3.0% +15.0,0.16152,0.00548,-0.00548,0.00153,-0.00153,3.0%,-3.0% +17.0,0.15248,0.00528,-0.00528,0.00138,-0.00138,3.0%,-3.0% +19.0,0.15384,0.00554,-0.00554,0.00141,-0.00141,3.0%,-3.0% +21.5,0.15355,0.0048,-0.0048,0.00122,-0.00122,3.0%,-3.0% +24.5,0.14984,0.00319,-0.00319,0.00078,-0.00078,3.0%,-3.0% +28.0,0.14605,0.00303,-0.00303,0.00073,-0.00073,3.0%,-3.0% +32.5,0.14605,0.00292,-0.00292,0.00057,-0.00057,3.0%,-3.0% +37.5,0.1433,0.00317,-0.00317,0.00054,-0.00054,3.0%,-3.0% +43.0,0.14231,0.00366,-0.00366,0.00053,-0.00053,3.0%,-3.0% +49.5,0.13745,0.00369,-0.00369,0.00047,-0.00047,3.0%,-3.0% +57.0,0.13757,0.00388,-0.00388,0.00069,-0.00069,3.0%,-3.0% +65.5,0.13481,0.00424,-0.00424,0.00038,-0.00038,3.0%,-3.0% +75.0,0.12375,0.00484,-0.00484,0.00032,-0.00032,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table65.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table65.csv new file mode 100644 index 0000000000..0198caf1b8 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table65.csv @@ -0,0 +1,29 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t65 +#: name: Table 65 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table65.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 15.034 +#: P [GeV],120.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],15.034 +#: X,0.55 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +15.0,0.08496,0.00385,-0.00385,0.00193,-0.00193,3.0%,-3.0% +17.0,0.08002,0.00362,-0.00362,0.00162,-0.00162,3.0%,-3.0% +19.0,0.09077,0.00451,-0.00451,0.00151,-0.00151,3.0%,-3.0% +21.5,0.08541,0.00371,-0.00371,0.00132,-0.00132,3.0%,-3.0% +24.5,0.09161,0.00433,-0.00433,0.00124,-0.00124,3.0%,-3.0% +28.0,0.0816,0.00229,-0.00229,0.00091,-0.00091,3.0%,-3.0% +32.5,0.07931,0.0022,-0.0022,0.00074,-0.00074,3.0%,-3.0% +37.5,0.0787,0.00247,-0.00247,0.00068,-0.00068,3.0%,-3.0% +43.0,0.07629,0.00285,-0.00285,0.00056,-0.00056,3.0%,-3.0% +49.5,0.07905,0.00301,-0.00301,0.00052,-0.00052,3.0%,-3.0% +57.0,0.07485,0.0031,-0.0031,0.00044,-0.00044,3.0%,-3.0% +65.5,0.06696,0.00321,-0.00321,0.00035,-0.00035,3.0%,-3.0% +75.0,0.07074,0.00359,-0.00359,0.00033,-0.00033,3.0%,-3.0% +86.0,0.07066,0.00381,-0.00381,0.0003,-0.0003,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table66.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table66.csv new file mode 100644 index 0000000000..c5dc208d24 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table66.csv @@ -0,0 +1,29 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t66 +#: name: Table 66 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table66.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 15.034 +#: P [GeV],120.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],15.034 +#: X,0.65 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +17.0,0.04112,0.00214,-0.00214,0.00227,-0.00227,3.0%,-3.0% +19.0,0.04283,0.00238,-0.00238,0.00208,-0.00208,3.0%,-3.0% +21.5,0.04107,0.00218,-0.00218,0.00181,-0.00181,3.0%,-3.0% +24.5,0.03655,0.0023,-0.0023,0.00138,-0.00138,3.0%,-3.0% +28.0,0.03694,0.00225,-0.00225,0.00121,-0.00121,3.0%,-3.0% +32.5,0.03681,0.00136,-0.00136,0.00095,-0.00095,3.0%,-3.0% +37.5,0.04068,0.0017,-0.0017,0.00088,-0.00088,3.0%,-3.0% +43.0,0.03615,0.00184,-0.00184,0.00067,-0.00067,3.0%,-3.0% +49.5,0.03593,0.00198,-0.00198,0.00057,-0.00057,3.0%,-3.0% +57.0,0.03047,0.00193,-0.00193,0.00041,-0.00041,3.0%,-3.0% +65.5,0.03567,0.00231,-0.00231,0.00043,-0.00043,3.0%,-3.0% +75.0,0.03176,0.00244,-0.00244,0.00033,-0.00033,3.0%,-3.0% +86.0,0.03051,0.00252,-0.00252,0.00029,-0.00029,3.0%,-3.0% +99.0,0.03451,0.00296,-0.00296,0.00029,-0.00029,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table67.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table67.csv new file mode 100644 index 0000000000..aabe395cfd --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table67.csv @@ -0,0 +1,24 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t67 +#: name: Table 67 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table67.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 15.034 +#: P [GeV],120.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],15.034 +#: X,0.75 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +32.5,0.01335,0.00075,-0.00075,0.00084,-0.00084,3.0%,-3.0% +37.5,0.01194,0.00084,-0.00084,0.00066,-0.00066,3.0%,-3.0% +43.0,0.01239,0.00091,-0.00091,0.00061,-0.00061,3.0%,-3.0% +49.5,0.01156,0.00097,-0.00097,0.0005,-0.0005,3.0%,-3.0% +57.0,0.0117,0.00105,-0.00105,0.00043,-0.00043,3.0%,-3.0% +65.5,0.01057,0.00117,-0.00117,0.00034,-0.00034,3.0%,-3.0% +75.0,0.00993,0.00124,-0.00124,0.00026,-0.00026,3.0%,-3.0% +86.0,0.00963,0.00134,-0.00134,0.00022,-0.00022,3.0%,-3.0% +99.0,0.00817,0.00131,-0.00131,0.00016,-0.00016,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table79.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table79.csv new file mode 100644 index 0000000000..46482a7f6d --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table79.csv @@ -0,0 +1,17 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t79 +#: name: Table 79 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table79.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 19.393 +#: P [GeV],200.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],19.393 +#: X,0.07 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +17.0,0.41459,0.00541,-0.00541,0.00398,-0.00398,3.0%,-3.0% +19.0,0.41972,0.00553,-0.00553,0.00405,-0.00405,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table80.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table80.csv new file mode 100644 index 0000000000..e59c51612c --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table80.csv @@ -0,0 +1,18 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t80 +#: name: Table 80 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table80.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 19.393 +#: P [GeV],200.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],19.393 +#: X,0.1 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +19.0,0.4018,0.00414,-0.00414,0.00202,-0.00202,3.0%,-3.0% +21.5,0.40171,0.00324,-0.00324,0.00227,-0.00227,3.0%,-3.0% +24.5,0.40528,0.00349,-0.00349,0.00194,-0.00194,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table81.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table81.csv new file mode 100644 index 0000000000..8408578705 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table81.csv @@ -0,0 +1,19 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t81 +#: name: Table 81 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table81.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 19.393 +#: P [GeV],200.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],19.393 +#: X,0.14 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +21.5,0.38121,0.00364,-0.00364,0.00184,-0.00184,3.0%,-3.0% +24.5,0.38366,0.00382,-0.00382,0.00207,-0.00207,3.0%,-3.0% +28.0,0.37999,0.00367,-0.00367,0.00146,-0.00146,3.0%,-3.0% +32.5,0.37396,0.00363,-0.00363,0.00154,-0.00154,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table82.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table82.csv new file mode 100644 index 0000000000..efe6c69ff9 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table82.csv @@ -0,0 +1,21 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t82 +#: name: Table 82 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table82.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 19.393 +#: P [GeV],200.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],19.393 +#: X,0.18 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +21.5,0.35183,0.0042,-0.0042,0.00176,-0.00176,3.0%,-3.0% +24.5,0.36243,0.00436,-0.00436,0.00146,-0.00146,3.0%,-3.0% +28.0,0.36224,0.00416,-0.00416,0.00143,-0.00143,3.0%,-3.0% +32.5,0.35007,0.0029,-0.0029,0.0012,-0.0012,3.0%,-3.0% +37.5,0.3445,0.00306,-0.00306,0.00084,-0.00084,3.0%,-3.0% +43.0,0.34801,0.00306,-0.00306,0.00075,-0.00075,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table83.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table83.csv new file mode 100644 index 0000000000..c35dfa10e0 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table83.csv @@ -0,0 +1,21 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t83 +#: name: Table 83 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table83.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 19.393 +#: P [GeV],200.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],19.393 +#: X,0.225 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +28.0,0.32347,0.00385,-0.00385,0.00137,-0.00137,3.0%,-3.0% +32.5,0.32855,0.00367,-0.00367,0.00118,-0.00118,3.0%,-3.0% +37.5,0.31485,0.00278,-0.00278,0.0007,-0.0007,3.0%,-3.0% +43.0,0.31585,0.00271,-0.00271,0.00086,-0.00086,3.0%,-3.0% +49.5,0.30939,0.00267,-0.00267,0.0011,-0.0011,3.0%,-3.0% +57.0,0.31816,0.00368,-0.00368,0.00066,-0.00066,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table84.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table84.csv new file mode 100644 index 0000000000..7e9fe932a1 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table84.csv @@ -0,0 +1,23 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t84 +#: name: Table 84 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table84.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 19.393 +#: P [GeV],200.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],19.393 +#: X,0.275 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +28.0,0.28872,0.0041,-0.0041,0.00111,-0.00111,3.0%,-3.0% +32.5,0.28319,0.00373,-0.00373,0.00116,-0.00116,3.0%,-3.0% +37.5,0.27997,0.00291,-0.00291,0.00069,-0.00069,3.0%,-3.0% +43.0,0.2738,0.00273,-0.00273,0.00065,-0.00065,3.0%,-3.0% +49.5,0.27157,0.00274,-0.00274,0.00084,-0.00084,3.0%,-3.0% +57.0,0.27491,0.00294,-0.00294,0.00061,-0.00061,3.0%,-3.0% +65.5,0.27275,0.00365,-0.00365,0.00072,-0.00072,3.0%,-3.0% +75.0,0.26446,0.00391,-0.00391,0.00112,-0.00112,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table85.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table85.csv new file mode 100644 index 0000000000..f5190a117a --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table85.csv @@ -0,0 +1,24 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t85 +#: name: Table 85 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table85.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 19.393 +#: P [GeV],200.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],19.393 +#: X,0.35 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +32.5,0.22247,0.00276,-0.00276,0.00078,-0.00078,3.0%,-3.0% +37.5,0.22019,0.00209,-0.00209,0.00058,-0.00058,3.0%,-3.0% +43.0,0.2171,0.00201,-0.00201,0.00066,-0.00066,3.0%,-3.0% +49.5,0.21531,0.00197,-0.00197,0.00057,-0.00057,3.0%,-3.0% +57.0,0.21488,0.00204,-0.00204,0.00075,-0.00075,3.0%,-3.0% +65.5,0.20861,0.00211,-0.00211,0.00043,-0.00043,3.0%,-3.0% +75.0,0.20327,0.0026,-0.0026,0.00035,-0.00035,3.0%,-3.0% +86.0,0.20739,0.00275,-0.00275,0.00079,-0.00079,3.0%,-3.0% +99.0,0.20279,0.00301,-0.00301,0.00048,-0.00048,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table86.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table86.csv new file mode 100644 index 0000000000..986120a9fb --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table86.csv @@ -0,0 +1,25 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t86 +#: name: Table 86 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table86.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 19.393 +#: P [GeV],200.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],19.393 +#: X,0.45 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +32.5,0.14306,0.00266,-0.00266,0.00106,-0.00106,3.0%,-3.0% +37.5,0.13699,0.00276,-0.00276,0.00086,-0.00086,3.0%,-3.0% +43.0,0.13886,0.00183,-0.00183,0.00074,-0.00074,3.0%,-3.0% +49.5,0.13693,0.00179,-0.00179,0.00058,-0.00058,3.0%,-3.0% +57.0,0.13616,0.00185,-0.00185,0.00055,-0.00055,3.0%,-3.0% +65.5,0.13059,0.00183,-0.00183,0.00053,-0.00053,3.0%,-3.0% +75.0,0.12772,0.00226,-0.00226,0.0004,-0.0004,3.0%,-3.0% +86.0,0.13136,0.00236,-0.00236,0.00054,-0.00054,3.0%,-3.0% +99.0,0.12791,0.00244,-0.00244,0.00038,-0.00038,3.0%,-3.0% +115.5,0.12426,0.00241,-0.00241,0.00039,-0.00039,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table87.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table87.csv new file mode 100644 index 0000000000..e8c89c7034 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table87.csv @@ -0,0 +1,26 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t87 +#: name: Table 87 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table87.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 19.393 +#: P [GeV],200.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],19.393 +#: X,0.55 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +32.5,0.07735,0.00202,-0.00202,0.00155,-0.00155,3.0%,-3.0% +37.5,0.08022,0.00227,-0.00227,0.00137,-0.00137,3.0%,-3.0% +43.0,0.07595,0.00135,-0.00135,0.00104,-0.00104,3.0%,-3.0% +49.5,0.07563,0.00136,-0.00136,0.00093,-0.00093,3.0%,-3.0% +57.0,0.07595,0.00145,-0.00145,0.00074,-0.00074,3.0%,-3.0% +65.5,0.07098,0.00142,-0.00142,0.00055,-0.00055,3.0%,-3.0% +75.0,0.07032,0.00155,-0.00155,0.0005,-0.0005,3.0%,-3.0% +86.0,0.07313,0.00191,-0.00191,0.0005,-0.0005,3.0%,-3.0% +99.0,0.067,0.00188,-0.00188,0.00039,-0.00039,3.0%,-3.0% +115.5,0.06536,0.00186,-0.00186,0.00034,-0.00034,3.0%,-3.0% +137.5,0.06655,0.00197,-0.00197,0.00033,-0.00033,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table88.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table88.csv new file mode 100644 index 0000000000..d326c37050 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table88.csv @@ -0,0 +1,26 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t88 +#: name: Table 88 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table88.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 19.393 +#: P [GeV],200.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],19.393 +#: X,0.65 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +32.5,0.03722,0.00122,-0.00122,0.00171,-0.00171,3.0%,-3.0% +37.5,0.03408,0.0013,-0.0013,0.00141,-0.00141,3.0%,-3.0% +43.0,0.03539,0.00078,-0.00078,0.00125,-0.00125,3.0%,-3.0% +49.5,0.03513,0.00083,-0.00083,0.00108,-0.00108,3.0%,-3.0% +57.0,0.03329,0.00086,-0.00086,0.00084,-0.00084,3.0%,-3.0% +65.5,0.0325,0.00092,-0.00092,0.00067,-0.00067,3.0%,-3.0% +75.0,0.03215,0.001,-0.001,0.00054,-0.00054,3.0%,-3.0% +86.0,0.03362,0.00126,-0.00126,0.00048,-0.00048,3.0%,-3.0% +99.0,0.03084,0.00128,-0.00128,0.00041,-0.00041,3.0%,-3.0% +115.5,0.02844,0.00125,-0.00125,0.00031,-0.00031,3.0%,-3.0% +137.5,0.02787,0.0013,-0.0013,0.00025,-0.00025,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table89.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table89.csv new file mode 100644 index 0000000000..65dcd0c6b4 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table89.csv @@ -0,0 +1,24 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t89 +#: name: Table 89 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). + +#: data_file: Table89.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 19.393 +#: P [GeV],200.0 +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],19.393 +#: X,0.75 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +43.0,0.01252,0.00042,-0.00042,0.00108,-0.00108,3.0%,-3.0% +49.5,0.01189,0.00044,-0.00044,0.00091,-0.00091,3.0%,-3.0% +57.0,0.01076,0.00046,-0.00046,0.00075,-0.00075,3.0%,-3.0% +65.5,0.01068,0.00052,-0.00052,0.00066,-0.00066,3.0%,-3.0% +75.0,0.01117,0.00058,-0.00058,0.00063,-0.00063,3.0%,-3.0% +86.0,0.01,0.00058,-0.00058,0.00048,-0.00048,3.0%,-3.0% +99.0,0.00906,0.0006,-0.0006,0.00039,-0.00039,3.0%,-3.0% +115.5,0.00814,0.00061,-0.00061,0.00029,-0.00029,3.0%,-3.0% +137.5,0.00904,0.00068,-0.00068,0.00026,-0.00026,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/uncertainties_hepdata.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/uncertainties_hepdata.yaml new file mode 100644 index 0000000000..c9b187a9b4 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/uncertainties_hepdata.yaml @@ -0,0 +1,1478 @@ +definitions: + stat: + description: statistical uncertainty + treatment: ADD + type: UNCORR + sys: + description: systematical uncertainty + treatment: MULT + type: CORR + norm: + description: normalization uncertainty + treatment: MULT + type: CORR +bins: +- stat: 0.0062 + sys: 0.00425 + norm: 1.20615 +- stat: 0.0062 + sys: 0.00736 + norm: 1.20615 +- stat: 0.00429 + sys: 0.0028 + norm: 1.1540400000000002 +- stat: 0.00429 + sys: 0.00485 + norm: 1.1540400000000002 +- stat: 0.00545 + sys: 0.0051 + norm: 1.18089 +- stat: 0.006 + sys: 0.00417 + norm: 1.1686800000000002 +- stat: 0.00404 + sys: 0.0079 + norm: 1.17537 +- stat: 0.00356 + sys: 0.00307 + norm: 1.16778 +- stat: 0.00356 + sys: 0.00532 + norm: 1.16778 +- stat: 0.00392 + sys: 0.00248 + norm: 1.13304 +- stat: 0.00392 + sys: 0.0043 + norm: 1.13304 +- stat: 0.0049 + sys: 0.00274 + norm: 1.1065800000000001 +- stat: 0.0049 + sys: 0.00475 + norm: 1.1065800000000001 +- stat: 0.00622 + sys: 0.0045 + norm: 1.16946 +- stat: 0.00622 + sys: 0.00779 + norm: 1.16946 +- stat: 0.0037 + sys: 0.00304 + norm: 1.16316 +- stat: 0.00462 + sys: 0.00289 + norm: 1.17747 +- stat: 0.00289 + sys: 0.00514 + norm: 1.16874 +- stat: 0.00399 + sys: 0.0026 + norm: 1.13895 +- stat: 0.00399 + sys: 0.0045 + norm: 1.13895 +- stat: 0.00476 + sys: 0.00237 + norm: 1.09776 +- stat: 0.00476 + sys: 0.0041 + norm: 1.09776 +- stat: 0.00482 + sys: 0.00229 + norm: 1.0236 +- stat: 0.00482 + sys: 0.00397 + norm: 1.0236 +- stat: 0.00537 + sys: 0.00299 + norm: 0.91428 +- stat: 0.00537 + sys: 0.00518 + norm: 0.91428 +- stat: 0.00485 + sys: 0.00298 + norm: 1.17198 +- stat: 0.00485 + sys: 0.00516 + norm: 1.17198 +- stat: 0.00434 + sys: 0.00265 + norm: 1.1292300000000002 +- stat: 0.00575 + sys: 0.00252 + norm: 1.15515 +- stat: 0.00347 + sys: 0.00445 + norm: 1.13865 +- stat: 0.00503 + sys: 0.0024 + norm: 1.1001 +- stat: 0.00688 + sys: 0.00245 + norm: 1.08381 +- stat: 0.00406 + sys: 0.00414 + norm: 1.09443 +- stat: 0.00502 + sys: 0.00224 + norm: 1.03905 +- stat: 0.00661 + sys: 0.00219 + norm: 0.96993 +- stat: 0.004 + sys: 0.00383 + norm: 1.01376 +- stat: 0.00546 + sys: 0.00216 + norm: 0.89913 +- stat: 0.00546 + sys: 0.00374 + norm: 0.89913 +- stat: 0.00427 + sys: 0.0022 + norm: 0.72063 +- stat: 0.00427 + sys: 0.00381 + norm: 0.72063 +- stat: 0.00409 + sys: 0.0015 + norm: 0.48080999999999996 +- stat: 0.00409 + sys: 0.0026 + norm: 0.48080999999999996 +- stat: 0.00316 + sys: 0.00225 + norm: 0.27867 +- stat: 0.00316 + sys: 0.0039 + norm: 0.27867 +- stat: 0.00529 + sys: 0.00278 + norm: 1.17717 +- stat: 0.00529 + sys: 0.00482 + norm: 1.17717 +- stat: 0.00474 + sys: 0.00231 + norm: 1.11186 +- stat: 0.00588 + sys: 0.00255 + norm: 1.13808 +- stat: 0.00369 + sys: 0.00416 + norm: 1.12218 +- stat: 0.00537 + sys: 0.00254 + norm: 1.09491 +- stat: 0.00691 + sys: 0.00231 + norm: 1.07271 +- stat: 0.00424 + sys: 0.00414 + norm: 1.08654 +- stat: 0.00522 + sys: 0.00215 + norm: 1.01415 +- stat: 0.00705 + sys: 0.00224 + norm: 1.0234800000000002 +- stat: 0.00419 + sys: 0.00376 + norm: 1.01745 +- stat: 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0.35811000000000004 +- stat: 0.00274 + sys: 0.00059 + norm: 0.18039 +- stat: 0.00189 + sys: 0.00052 + norm: 0.08187 +- stat: 0.00098 + sys: 0.00043 + norm: 0.024990000000000002 +- stat: 0.00369 + sys: 0.0005 + norm: 0.18399000000000001 +- stat: 0.00249 + sys: 0.00047 + norm: 0.08925 +- stat: 0.0013 + sys: 0.00028 + norm: 0.02397 From 93f191ced050db2d98f24e0fa8c1c0c007310664 Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Fri, 11 Oct 2024 00:35:00 +0200 Subject: [PATCH 02/32] minor fixes --- .../commondata/BCDMS_NC_NOTFIXED_P/filter.py | 17 +- .../kinematics_hepdata.yaml | 6832 ++++++++--------- 2 files changed, 3424 insertions(+), 3425 deletions(-) diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/filter.py b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/filter.py index 7485e26b5c..9c7e4264b3 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/filter.py @@ -2,7 +2,6 @@ import pathlib -import numpy as np import pandas as pd import yaml @@ -48,12 +47,12 @@ def read_tables(): dfs["norm+"] *= abs(dfs.F2) dfs["norm-"] *= abs(dfs.F2) - # dfs["y"] = dfs.Q2 /( dfs.x * dfs.sqrts**2) + # dfs["y"] = dfs.Q2 /( dfs.x * dfs.sqrts**2) return dfs.sort_values(["Q2", "x", "sqrts"]) def write_files(df): - """Write kinemati, central value and uncertainties files.""" + """Write kinematics, central value and uncertainties files.""" # Write central data data_central_yaml = {"data_central": [float(x) for x in df["F2"]]} @@ -64,17 +63,17 @@ def write_files(df): kin = [] for _, row in df.iterrows(): kin_value = { - "x": { + "Q2": { "min": None, - "mid": float(row.x), + "mid": float(row.Q2), "max": None, }, - "Q2": { + "x": { "min": None, - "mid": float(row.Q2), + "mid": float(row.x), "max": None, }, - "y": { + "sqrts": { "min": float(row.sqrts_min), "mid": float(row.sqrts), "max": float(row.sqrts_max), @@ -83,7 +82,7 @@ def write_files(df): kin.append(kin_value) kinematics_yaml = {"bins": kin} with open(HERE / f"kinematics_{VARIANT}.yaml", "w", encoding="utf-8") as file: - yaml.dump(kinematics_yaml, file) + yaml.dump(kinematics_yaml, file, sort_keys=False) # loop on data points error_definition = { diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/kinematics_hepdata.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/kinematics_hepdata.yaml index 9816e124c8..cb3a027254 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/kinematics_hepdata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/kinematics_hepdata.yaml @@ -1,5857 +1,5857 @@ bins: - Q2: - max: null - mid: 7.5 min: null - x: + mid: 7.5 max: null - mid: 0.07 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.07 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 7.5 min: null - x: + mid: 7.5 max: null - mid: 0.07 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.07 + max: null + sqrts: min: 13.729 + mid: 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mid: 0.1 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.1 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 13.25 min: null - x: + mid: 13.25 max: null - mid: 0.14 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.14 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 13.25 min: null - x: + mid: 13.25 max: null - mid: 0.14 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.14 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 13.25 min: null - x: + mid: 13.25 max: null - mid: 0.14 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.14 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 13.25 min: null - x: + mid: 13.25 max: null - mid: 0.18 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.18 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 13.25 min: null - x: + mid: 13.25 max: null - mid: 0.18 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.18 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 13.25 min: null - x: + mid: 13.25 max: null - mid: 0.18 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.18 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 13.25 min: null - x: + mid: 13.25 max: null - mid: 0.225 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.225 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 13.25 min: null - x: + mid: 13.25 max: null - mid: 0.225 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.225 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 13.25 min: null - x: + mid: 13.25 max: null - mid: 0.225 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.225 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 13.25 min: null - x: + mid: 13.25 max: null - mid: 0.275 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.275 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 13.25 min: null - x: + mid: 13.25 max: null - mid: 0.275 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.275 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 13.25 min: null - x: + mid: 13.25 max: null - mid: 0.275 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.275 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 13.25 min: null - x: + mid: 13.25 max: null - mid: 0.35 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.35 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 13.25 min: null - x: + mid: 13.25 max: null - mid: 0.35 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.35 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 13.25 min: null - x: + mid: 13.25 max: null - mid: 0.35 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.35 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 13.25 min: null - x: + mid: 13.25 max: null - mid: 0.45 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.45 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 13.25 min: null - x: + mid: 13.25 max: null - mid: 0.45 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.45 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 13.25 min: null - x: + mid: 13.25 max: null - mid: 0.45 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.45 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 13.25 min: null - x: + mid: 13.25 max: null - mid: 0.55 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 13.25 min: null - x: + mid: 13.25 max: null - mid: 0.55 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 13.25 min: null - x: + mid: 13.25 max: null - mid: 0.65 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 13.25 min: null - x: + mid: 13.25 max: null - mid: 0.65 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 15.0 min: null - x: + mid: 15.0 max: null - mid: 0.14 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.14 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 15.0 min: null - x: + mid: 15.0 max: null - mid: 0.14 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.14 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 15.0 min: null - x: + mid: 15.0 max: null - mid: 0.14 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.14 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 15.0 min: null - x: + mid: 15.0 max: null - mid: 0.18 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.18 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 15.0 min: null - x: + mid: 15.0 max: null - mid: 0.18 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.18 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 15.0 min: null - x: + mid: 15.0 max: null - mid: 0.18 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.18 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 15.0 min: null - x: + mid: 15.0 max: null - mid: 0.225 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.225 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 15.0 min: null - x: + mid: 15.0 max: null - mid: 0.225 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.225 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 15.0 min: null - x: + mid: 15.0 max: null - mid: 0.225 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.225 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 15.0 min: null - x: + mid: 15.0 max: null - mid: 0.275 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.275 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 15.0 min: null - x: + mid: 15.0 max: null - mid: 0.275 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.275 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 15.0 min: null - x: + mid: 15.0 max: null - mid: 0.275 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.275 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 15.0 min: null - x: + mid: 15.0 max: null - mid: 0.35 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.35 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 15.0 min: null - x: + mid: 15.0 max: null - mid: 0.35 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.35 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 15.0 min: null - x: + mid: 15.0 max: null - mid: 0.35 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.35 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 15.0 min: null - x: + mid: 15.0 max: null - mid: 0.45 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.45 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 15.0 min: null - x: + mid: 15.0 max: null - mid: 0.45 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.45 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 15.0 min: null - x: + mid: 15.0 max: null - mid: 0.45 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.45 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 15.0 min: null - x: + mid: 15.0 max: null - mid: 0.55 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 15.0 min: null - x: + mid: 15.0 max: null - mid: 0.55 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.55 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 15.0 min: null - x: + mid: 15.0 max: null - mid: 0.55 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 15.0 min: null - x: + mid: 15.0 max: null - mid: 0.65 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 15.0 min: null - x: + mid: 15.0 max: null - mid: 0.65 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 17.0 min: null - x: + mid: 17.0 max: null - mid: 0.07 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.07 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 17.0 min: null - x: + mid: 17.0 max: null - mid: 0.07 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.07 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 17.0 min: null - x: + mid: 17.0 max: null - mid: 0.14 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.14 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 17.0 min: null - x: + mid: 17.0 max: null - mid: 0.14 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.14 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 17.0 min: null - x: + mid: 17.0 max: null - mid: 0.18 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.18 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 17.0 min: null - x: + mid: 17.0 max: null - mid: 0.18 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.18 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 17.0 min: null - x: + mid: 17.0 max: null - mid: 0.18 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.18 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 17.0 min: null - x: + mid: 17.0 max: null - mid: 0.225 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.225 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 17.0 min: null - x: + mid: 17.0 max: null - mid: 0.225 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.225 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 17.0 min: null - x: + mid: 17.0 max: null - mid: 0.225 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.225 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 17.0 min: null - x: + mid: 17.0 max: null - mid: 0.275 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.275 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 17.0 min: null - x: + mid: 17.0 max: null - mid: 0.275 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.275 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 17.0 min: null - x: + mid: 17.0 max: null - mid: 0.275 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.275 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 17.0 min: null - x: + mid: 17.0 max: null - mid: 0.35 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.35 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 17.0 min: null - x: + mid: 17.0 max: null - mid: 0.35 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.35 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 17.0 min: null - x: + mid: 17.0 max: null - mid: 0.35 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.35 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 17.0 min: null - x: + mid: 17.0 max: null - mid: 0.45 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.45 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 17.0 min: null - x: + mid: 17.0 max: null - mid: 0.45 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.45 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 17.0 min: null - x: + mid: 17.0 max: null - mid: 0.45 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.45 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 17.0 min: null - x: + mid: 17.0 max: null - mid: 0.55 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 17.0 min: null - x: + mid: 17.0 max: null - mid: 0.55 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.55 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 17.0 min: null - x: + mid: 17.0 max: null - mid: 0.55 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 17.0 min: null - x: + mid: 17.0 max: null - mid: 0.65 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 17.0 min: null - x: + mid: 17.0 max: null - mid: 0.65 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.65 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 17.0 min: null - x: + mid: 17.0 max: null - mid: 0.65 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 19.0 min: null - x: + mid: 19.0 max: null - mid: 0.07 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.07 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 19.0 min: null - x: + mid: 19.0 max: null - mid: 0.07 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.07 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 19.0 min: null - x: + mid: 19.0 max: null - mid: 0.1 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.1 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 19.0 min: null - x: + mid: 19.0 max: null - mid: 0.1 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.1 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 19.0 min: null - x: + mid: 19.0 max: null - mid: 0.14 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.14 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 19.0 min: null - x: + mid: 19.0 max: null - mid: 0.14 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.14 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 19.0 min: null - x: + mid: 19.0 max: null - mid: 0.18 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.18 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 19.0 min: null - x: + mid: 19.0 max: null - mid: 0.18 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.18 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 19.0 min: null - x: + mid: 19.0 max: null - mid: 0.225 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.225 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 19.0 min: null - x: + mid: 19.0 max: null - mid: 0.225 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.225 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 19.0 min: null - x: + mid: 19.0 max: null - mid: 0.225 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.225 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 19.0 min: null - x: + mid: 19.0 max: null - mid: 0.275 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.275 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 19.0 min: null - x: + mid: 19.0 max: null - mid: 0.275 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.275 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 19.0 min: null - x: + mid: 19.0 max: null - mid: 0.275 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.275 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 19.0 min: null - x: + mid: 19.0 max: null - mid: 0.35 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.35 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 19.0 min: null - x: + mid: 19.0 max: null - mid: 0.35 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.35 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 19.0 min: null - x: + mid: 19.0 max: null - mid: 0.35 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.35 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 19.0 min: null - x: + mid: 19.0 max: null - mid: 0.45 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.45 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 19.0 min: null - x: + mid: 19.0 max: null - mid: 0.45 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.45 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 19.0 min: null - x: + mid: 19.0 max: null - mid: 0.45 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.45 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 19.0 min: null - x: + mid: 19.0 max: null - mid: 0.55 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 19.0 min: null - x: + mid: 19.0 max: null - mid: 0.55 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.55 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 19.0 min: null - x: + mid: 19.0 max: null - mid: 0.55 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 19.0 min: null - x: + mid: 19.0 max: null - mid: 0.65 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 19.0 min: null - x: + mid: 19.0 max: null - mid: 0.65 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.65 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 19.0 min: null - x: + mid: 19.0 max: null - mid: 0.65 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 21.5 min: null - x: + mid: 21.5 max: null - mid: 0.1 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.1 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 21.5 min: null - x: + mid: 21.5 max: null - mid: 0.1 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.1 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 21.5 min: null - x: + mid: 21.5 max: null - mid: 0.14 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.14 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 21.5 min: null - x: + mid: 21.5 max: null - mid: 0.14 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.14 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 21.5 min: null - x: + mid: 21.5 max: null - mid: 0.18 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.18 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 21.5 min: null - x: + mid: 21.5 max: null - mid: 0.18 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.18 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 21.5 min: null - x: + mid: 21.5 max: null - mid: 0.18 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.18 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 21.5 min: null - x: + mid: 21.5 max: null - mid: 0.225 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.225 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 21.5 min: null - x: + mid: 21.5 max: null - mid: 0.225 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.225 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 21.5 min: null - x: + mid: 21.5 max: null - mid: 0.225 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.225 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 21.5 min: null - x: + mid: 21.5 max: null - mid: 0.275 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.275 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 21.5 min: null - x: + mid: 21.5 max: null - mid: 0.275 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.275 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 21.5 min: null - x: + mid: 21.5 max: null - mid: 0.275 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.275 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 21.5 min: null - x: + mid: 21.5 max: null - mid: 0.35 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.35 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 21.5 min: null - x: + mid: 21.5 max: null - mid: 0.35 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.35 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 21.5 min: null - x: + mid: 21.5 max: null - mid: 0.35 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.35 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 21.5 min: null - x: + mid: 21.5 max: null - mid: 0.45 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.45 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 21.5 min: null - x: + mid: 21.5 max: null - mid: 0.45 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.45 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 21.5 min: null - x: + mid: 21.5 max: null - mid: 0.45 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.45 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 21.5 min: null - x: + mid: 21.5 max: null - mid: 0.55 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 21.5 min: null - x: + mid: 21.5 max: null - mid: 0.55 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.55 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 21.5 min: null - x: + mid: 21.5 max: null - mid: 0.55 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 21.5 min: null - x: + mid: 21.5 max: null - mid: 0.65 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 21.5 min: null - x: + mid: 21.5 max: null - mid: 0.65 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.65 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 21.5 min: null - x: + mid: 21.5 max: null - mid: 0.65 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 24.5 min: null - x: + mid: 24.5 max: null - mid: 0.1 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.1 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 24.5 min: null - x: + mid: 24.5 max: null - mid: 0.1 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.1 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 24.5 min: null - x: + mid: 24.5 max: null - mid: 0.14 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.14 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 24.5 min: null - x: + mid: 24.5 max: null - mid: 0.14 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.14 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 24.5 min: null - x: + mid: 24.5 max: null - mid: 0.18 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.18 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 24.5 min: null - x: + mid: 24.5 max: null - mid: 0.18 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.18 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 24.5 min: null - x: + mid: 24.5 max: null - mid: 0.18 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.18 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 24.5 min: null - x: + mid: 24.5 max: null - mid: 0.225 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.225 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 24.5 min: null - x: + mid: 24.5 max: null - mid: 0.225 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.225 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 24.5 min: null - x: + mid: 24.5 max: null - mid: 0.225 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.225 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 24.5 min: null - x: + mid: 24.5 max: null - mid: 0.275 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.275 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 24.5 min: null - x: + mid: 24.5 max: null - mid: 0.275 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.275 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 24.5 min: null - x: + mid: 24.5 max: null - mid: 0.275 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.275 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 24.5 min: null - x: + mid: 24.5 max: null - mid: 0.35 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.35 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 24.5 min: null - x: + mid: 24.5 max: null - mid: 0.35 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.35 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 24.5 min: null - x: + mid: 24.5 max: null - mid: 0.35 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.35 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 24.5 min: null - x: + mid: 24.5 max: null - mid: 0.45 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.45 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 24.5 min: null - x: + mid: 24.5 max: null - mid: 0.45 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.45 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 24.5 min: null - x: + mid: 24.5 max: null - mid: 0.45 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.45 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 24.5 min: null - x: + mid: 24.5 max: null - mid: 0.55 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 24.5 min: null - x: + mid: 24.5 max: null - mid: 0.55 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.55 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 24.5 min: null - x: + mid: 24.5 max: null - mid: 0.55 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 24.5 min: null - x: + mid: 24.5 max: null - mid: 0.65 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 24.5 min: null - x: + mid: 24.5 max: null - mid: 0.65 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.65 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 24.5 min: null - x: + mid: 24.5 max: null - mid: 0.65 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 24.5 min: null - x: + mid: 24.5 max: null - mid: 0.75 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.75 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 24.5 min: null - x: + mid: 24.5 max: null - mid: 0.75 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.75 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 28.0 min: null - x: + mid: 28.0 max: null - mid: 0.14 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.14 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 28.0 min: null - x: + mid: 28.0 max: null - mid: 0.14 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.14 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 28.0 min: null - x: + mid: 28.0 max: null - mid: 0.18 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.18 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 28.0 min: null - x: + mid: 28.0 max: null - mid: 0.18 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.18 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 28.0 min: null - x: + mid: 28.0 max: null - mid: 0.225 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.225 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 28.0 min: null - x: + mid: 28.0 max: null - mid: 0.225 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.225 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 28.0 min: null - x: + mid: 28.0 max: null - mid: 0.225 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.225 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 28.0 min: null - x: + mid: 28.0 max: null - mid: 0.225 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.225 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 28.0 min: null - x: + mid: 28.0 max: null - mid: 0.275 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.275 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 28.0 min: null - x: + mid: 28.0 max: null - mid: 0.275 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.275 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 28.0 min: null - x: + mid: 28.0 max: null - mid: 0.275 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.275 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 28.0 min: null - x: + mid: 28.0 max: null - mid: 0.275 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.275 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 28.0 min: null - x: + mid: 28.0 max: null - mid: 0.35 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.35 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 28.0 min: null - x: + mid: 28.0 max: null - mid: 0.35 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.35 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 28.0 min: null - x: + mid: 28.0 max: null - mid: 0.35 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.35 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 28.0 min: null - x: + mid: 28.0 max: null - mid: 0.45 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.45 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 28.0 min: null - x: + mid: 28.0 max: null - mid: 0.45 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.45 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 28.0 min: null - x: + mid: 28.0 max: null - mid: 0.45 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.45 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 28.0 min: null - x: + mid: 28.0 max: null - mid: 0.55 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 28.0 min: null - x: + mid: 28.0 max: null - mid: 0.55 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.55 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 28.0 min: null - x: + mid: 28.0 max: null - mid: 0.55 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 28.0 min: null - x: + mid: 28.0 max: null - mid: 0.65 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 28.0 min: null - x: + mid: 28.0 max: null - mid: 0.65 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.65 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 28.0 min: null - x: + mid: 28.0 max: null - mid: 0.65 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 28.0 min: null - x: + mid: 28.0 max: null - mid: 0.75 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.75 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 28.0 min: null - x: + mid: 28.0 max: null - mid: 0.75 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.75 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.1 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.1 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.1 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.1 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.14 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.14 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.14 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.14 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.18 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.18 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.18 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.18 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.225 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.225 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.225 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.225 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.225 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.225 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.275 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.275 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.275 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.275 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.275 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.275 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.275 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.275 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.35 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.35 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.35 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.35 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.35 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.35 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.35 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.35 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.45 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.45 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.45 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.45 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.45 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.45 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.45 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.45 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.55 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.55 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.55 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.55 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.55 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.55 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.65 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.65 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.65 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.65 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.65 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.65 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.75 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.75 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.75 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.75 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 32.5 min: null - x: + mid: 32.5 max: null - mid: 0.75 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.75 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.1 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.1 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.1 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.1 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.14 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.14 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.14 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.14 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.18 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.18 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.18 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.18 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.18 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.18 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.225 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.225 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.225 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.225 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.225 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.225 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.275 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.275 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.275 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.275 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.275 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.275 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.275 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.275 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.275 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.275 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.35 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.35 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.35 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.35 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.35 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.35 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.35 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.35 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.45 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.45 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.45 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.45 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.45 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.45 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.45 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.45 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.55 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.55 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.55 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.55 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.55 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.55 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.65 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.65 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.65 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.65 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.65 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.65 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.75 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.75 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.75 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.75 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 37.5 min: null - x: + mid: 37.5 max: null - mid: 0.75 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.75 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.14 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.14 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.14 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.14 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.18 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.18 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.18 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.18 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.18 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.18 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.225 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.225 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.225 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.225 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.225 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.225 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.275 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.275 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.275 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.275 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.275 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.275 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.275 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.275 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.35 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.35 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.35 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.35 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.35 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.35 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.35 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.35 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.35 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.35 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.45 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.45 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.45 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.45 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.45 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.45 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.45 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.45 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.55 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.55 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.55 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.55 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.55 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.55 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.65 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.65 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.65 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.65 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.65 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.65 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.75 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.75 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.75 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.75 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.75 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.75 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 43.0 min: null - x: + mid: 43.0 max: null - mid: 0.75 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.75 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 49.5 min: null - x: + mid: 49.5 max: null - mid: 0.14 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.14 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 49.5 min: null - x: + mid: 49.5 max: null - mid: 0.14 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.14 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 49.5 min: null - x: + mid: 49.5 max: null - mid: 0.18 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.18 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 49.5 min: null - x: + mid: 49.5 max: null - mid: 0.18 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.18 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 49.5 min: null - x: + mid: 49.5 max: null - mid: 0.225 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.225 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 49.5 min: null - x: + mid: 49.5 max: null - mid: 0.225 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.225 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 49.5 min: null - x: + mid: 49.5 max: null - mid: 0.225 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.225 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 49.5 min: null - x: + mid: 49.5 max: null - mid: 0.275 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.275 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 49.5 min: null - x: + mid: 49.5 max: null - mid: 0.275 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.275 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 49.5 min: null - x: + mid: 49.5 max: null - mid: 0.275 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.275 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 49.5 min: null - x: + mid: 49.5 max: null - mid: 0.35 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.35 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 49.5 min: null - x: + mid: 49.5 max: null - mid: 0.35 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.35 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 49.5 min: null - x: + mid: 49.5 max: null - mid: 0.35 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.35 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 49.5 min: null - x: + mid: 49.5 max: null - mid: 0.35 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.35 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 49.5 min: null - x: + mid: 49.5 max: null - mid: 0.45 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.45 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 49.5 min: null - x: + mid: 49.5 max: null - mid: 0.45 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.45 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 49.5 min: null - x: + mid: 49.5 max: null - mid: 0.45 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.45 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 49.5 min: null - x: + mid: 49.5 max: null - mid: 0.45 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.45 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 49.5 min: null - x: + mid: 49.5 max: null - mid: 0.55 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 49.5 min: null - x: + mid: 49.5 max: null - mid: 0.55 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.55 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 49.5 min: null - x: + mid: 49.5 max: null - mid: 0.55 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 49.5 min: null - x: + mid: 49.5 max: null - mid: 0.55 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.55 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 49.5 min: null - x: + mid: 49.5 max: null - mid: 0.65 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 49.5 min: null - x: + mid: 49.5 max: null - mid: 0.65 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.65 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 49.5 min: null - x: + mid: 49.5 max: null - mid: 0.65 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 49.5 min: null - x: + mid: 49.5 max: null - mid: 0.65 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.65 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 49.5 min: null - x: + mid: 49.5 max: null - mid: 0.75 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.75 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 49.5 min: null - x: + mid: 49.5 max: null - mid: 0.75 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.75 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 49.5 min: null - x: + mid: 49.5 max: null - mid: 0.75 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.75 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 49.5 min: null - x: + mid: 49.5 max: null - mid: 0.75 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.75 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 57.0 min: null - x: + mid: 57.0 max: null - mid: 0.14 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.14 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 57.0 min: null - x: + mid: 57.0 max: null - mid: 0.14 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.14 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 57.0 min: null - x: + mid: 57.0 max: null - mid: 0.18 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.18 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 57.0 min: null - x: + mid: 57.0 max: null - mid: 0.18 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.18 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 57.0 min: null - x: + mid: 57.0 max: null - mid: 0.225 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.225 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 57.0 min: null - x: + mid: 57.0 max: null - mid: 0.225 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.225 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 57.0 min: null - x: + mid: 57.0 max: null - mid: 0.225 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.225 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 57.0 min: null - x: + mid: 57.0 max: null - mid: 0.275 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.275 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 57.0 min: null - x: + mid: 57.0 max: null - mid: 0.275 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.275 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 57.0 min: null - x: + mid: 57.0 max: null - mid: 0.275 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.275 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 57.0 min: null - x: + mid: 57.0 max: null - mid: 0.35 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.35 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 57.0 min: null - x: + mid: 57.0 max: null - mid: 0.35 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.35 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 57.0 min: null - x: + mid: 57.0 max: null - mid: 0.35 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.35 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 57.0 min: null - x: + mid: 57.0 max: null - mid: 0.35 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.35 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 57.0 min: null - x: + mid: 57.0 max: null - mid: 0.45 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.45 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 57.0 min: null - x: + mid: 57.0 max: null - mid: 0.45 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.45 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 57.0 min: null - x: + mid: 57.0 max: null - mid: 0.45 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.45 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 57.0 min: null - x: + mid: 57.0 max: null - mid: 0.45 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.45 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 57.0 min: null - x: + mid: 57.0 max: null - mid: 0.55 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 57.0 min: null - x: + mid: 57.0 max: null - mid: 0.55 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.55 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 57.0 min: null - x: + mid: 57.0 max: null - mid: 0.55 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 57.0 min: null - x: + mid: 57.0 max: null - mid: 0.55 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.55 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 57.0 min: null - x: + mid: 57.0 max: null - mid: 0.65 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 57.0 min: null - x: + mid: 57.0 max: null - mid: 0.65 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.65 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 57.0 min: null - x: + mid: 57.0 max: null - mid: 0.65 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 57.0 min: null - x: + mid: 57.0 max: null - mid: 0.65 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.65 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 57.0 min: null - x: + mid: 57.0 max: null - mid: 0.75 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.75 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 57.0 min: null - x: + mid: 57.0 max: null - mid: 0.75 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.75 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 57.0 min: null - x: + mid: 57.0 max: null - mid: 0.75 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.75 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 57.0 min: null - x: + mid: 57.0 max: null - mid: 0.75 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.75 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 65.5 min: null - x: + mid: 65.5 max: null - mid: 0.18 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.18 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 65.5 min: null - x: + mid: 65.5 max: null - mid: 0.18 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.18 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 65.5 min: null - x: + mid: 65.5 max: null - mid: 0.225 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.225 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 65.5 min: null - x: + mid: 65.5 max: null - mid: 0.225 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.225 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 65.5 min: null - x: + mid: 65.5 max: null - mid: 0.275 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.275 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 65.5 min: null - x: + mid: 65.5 max: null - mid: 0.275 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.275 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 65.5 min: null - x: + mid: 65.5 max: null - mid: 0.275 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.275 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 65.5 min: null - x: + mid: 65.5 max: null - mid: 0.35 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.35 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 65.5 min: null - x: + mid: 65.5 max: null - mid: 0.35 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.35 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 65.5 min: null - x: + mid: 65.5 max: null - mid: 0.35 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.35 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 65.5 min: null - x: + mid: 65.5 max: null - mid: 0.45 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.45 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 65.5 min: null - x: + mid: 65.5 max: null - mid: 0.45 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.45 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 65.5 min: null - x: + mid: 65.5 max: null - mid: 0.45 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.45 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 65.5 min: null - x: + mid: 65.5 max: null - mid: 0.55 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 65.5 min: null - x: + mid: 65.5 max: null - mid: 0.55 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.55 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 65.5 min: null - x: + mid: 65.5 max: null - mid: 0.55 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 65.5 min: null - x: + mid: 65.5 max: null - mid: 0.55 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.55 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 65.5 min: null - x: + mid: 65.5 max: null - mid: 0.65 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 65.5 min: null - x: + mid: 65.5 max: null - mid: 0.65 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.65 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 65.5 min: null - x: + mid: 65.5 max: null - mid: 0.65 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 65.5 min: null - x: + mid: 65.5 max: null - mid: 0.65 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.65 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 65.5 min: null - x: + mid: 65.5 max: null - mid: 0.75 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.75 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 65.5 min: null - x: + mid: 65.5 max: null - mid: 0.75 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.75 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 65.5 min: null - x: + mid: 65.5 max: null - mid: 0.75 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.75 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 65.5 min: null - x: + mid: 65.5 max: null - mid: 0.75 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.75 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 75.0 min: null - x: + mid: 75.0 max: null - mid: 0.225 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.225 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 75.0 min: null - x: + mid: 75.0 max: null - mid: 0.225 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.225 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 75.0 min: null - x: + mid: 75.0 max: null - mid: 0.275 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.275 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 75.0 min: null - x: + mid: 75.0 max: null - mid: 0.275 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.275 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 75.0 min: null - x: + mid: 75.0 max: null - mid: 0.275 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.275 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 75.0 min: null - x: + mid: 75.0 max: null - mid: 0.35 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.35 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 75.0 min: null - x: + mid: 75.0 max: null - mid: 0.35 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.35 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 75.0 min: null - x: + mid: 75.0 max: null - mid: 0.35 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.35 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 75.0 min: null - x: + mid: 75.0 max: null - mid: 0.45 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.45 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 75.0 min: null - x: + mid: 75.0 max: null - mid: 0.45 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.45 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 75.0 min: null - x: + mid: 75.0 max: null - mid: 0.45 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.45 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 75.0 min: null - x: + mid: 75.0 max: null - mid: 0.55 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.55 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 75.0 min: null - x: + mid: 75.0 max: null - mid: 0.55 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 75.0 min: null - x: + mid: 75.0 max: null - mid: 0.55 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.55 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 75.0 min: null - x: + mid: 75.0 max: null - mid: 0.65 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 75.0 min: null - x: + mid: 75.0 max: null - mid: 0.65 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.65 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 75.0 min: null - x: + mid: 75.0 max: null - mid: 0.65 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 75.0 min: null - x: + mid: 75.0 max: null - mid: 0.65 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.65 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 75.0 min: null - x: + mid: 75.0 max: null - mid: 0.75 + x: min: null - y: - max: 13.729 - mid: 13.729 + mid: 0.75 + max: null + sqrts: min: 13.729 + mid: 13.729 + max: 13.729 - Q2: - max: null - mid: 75.0 min: null - x: + mid: 75.0 max: null - mid: 0.75 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.75 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 75.0 min: null - x: + mid: 75.0 max: null - mid: 0.75 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.75 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 75.0 min: null - x: + mid: 75.0 max: null - mid: 0.75 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.75 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 86.0 min: null - x: + mid: 86.0 max: null - mid: 0.225 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.225 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 86.0 min: null - x: + mid: 86.0 max: null - mid: 0.225 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.225 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 86.0 min: null - x: + mid: 86.0 max: null - mid: 0.275 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.275 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 86.0 min: null - x: + mid: 86.0 max: null - mid: 0.275 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.275 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 86.0 min: null - x: + mid: 86.0 max: null - mid: 0.35 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.35 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 86.0 min: null - x: + mid: 86.0 max: null - mid: 0.35 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.35 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 86.0 min: null - x: + mid: 86.0 max: null - mid: 0.35 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.35 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 86.0 min: null - x: + mid: 86.0 max: null - mid: 0.45 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.45 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 86.0 min: null - x: + mid: 86.0 max: null - mid: 0.45 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.45 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 86.0 min: null - x: + mid: 86.0 max: null - mid: 0.55 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.55 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 86.0 min: null - x: + mid: 86.0 max: null - mid: 0.55 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 86.0 min: null - x: + mid: 86.0 max: null - mid: 0.55 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.55 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 86.0 min: null - x: + mid: 86.0 max: null - mid: 0.65 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.65 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 86.0 min: null - x: + mid: 86.0 max: null - mid: 0.65 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 86.0 min: null - x: + mid: 86.0 max: null - mid: 0.65 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.65 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 86.0 min: null - x: + mid: 86.0 max: null - mid: 0.75 + x: min: null - y: - max: 15.034 - mid: 15.034 + mid: 0.75 + max: null + sqrts: min: 15.034 + mid: 15.034 + max: 15.034 - Q2: - max: null - mid: 86.0 min: null - x: + mid: 86.0 max: null - mid: 0.75 + x: 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mid: 115.5 max: null - mid: 0.35 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.35 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 115.5 min: null - x: + mid: 115.5 max: null - mid: 0.45 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.45 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 115.5 min: null - x: + mid: 115.5 max: null - mid: 0.45 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.45 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 115.5 min: null - x: + mid: 115.5 max: null - mid: 0.55 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 115.5 min: null - x: + mid: 115.5 max: null - mid: 0.55 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.55 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 115.5 min: null - x: + mid: 115.5 max: null - mid: 0.65 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 115.5 min: null - x: + mid: 115.5 max: null - mid: 0.65 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.65 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 115.5 min: null - x: + mid: 115.5 max: null - mid: 0.75 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.75 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 115.5 min: null - x: + mid: 115.5 max: null - mid: 0.75 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.75 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 137.5 min: null - x: + mid: 137.5 max: null - mid: 0.35 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.35 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 137.5 min: null - x: + mid: 137.5 max: null - mid: 0.35 + x: min: null - y: - max: 22.938 - mid: 22.938 + mid: 0.35 + max: null + sqrts: min: 22.938 + mid: 22.938 + max: 22.938 - Q2: - max: null - mid: 137.5 min: null - x: + mid: 137.5 max: null - mid: 0.45 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.45 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 137.5 min: null - x: + mid: 137.5 max: null - mid: 0.55 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 137.5 min: null - x: + mid: 137.5 max: null - mid: 0.55 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.55 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 137.5 min: null - x: + mid: 137.5 max: null - mid: 0.65 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 137.5 min: null - x: + mid: 137.5 max: null - mid: 0.65 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.65 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 137.5 min: null - x: + mid: 137.5 max: null - mid: 0.75 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.75 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 137.5 min: null - x: + mid: 137.5 max: null - mid: 0.75 + x: min: null - y: - max: 19.393 - mid: 19.393 + mid: 0.75 + max: null + sqrts: min: 19.393 + mid: 19.393 + max: 19.393 - Q2: - max: null - mid: 175.0 min: null - x: + mid: 175.0 max: null - mid: 0.45 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.45 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 175.0 min: null - x: + mid: 175.0 max: null - mid: 0.55 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 175.0 min: null - x: + mid: 175.0 max: null - mid: 0.65 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 175.0 min: null - x: + mid: 175.0 max: null - mid: 0.75 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.75 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 230.0 min: null - x: + mid: 230.0 max: null - mid: 0.55 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.55 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 230.0 min: null - x: + mid: 230.0 max: null - mid: 0.65 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.65 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: - max: null - mid: 230.0 min: null - x: + mid: 230.0 max: null - mid: 0.75 + x: min: null - y: - max: 22.938 - mid: 18.3335 + mid: 0.75 + max: null + sqrts: min: 13.729 + mid: 18.3335 + max: 22.938 From 7dcd327bb6d81634895ffe2476755b725b4093c3 Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Fri, 11 Oct 2024 08:58:27 +0200 Subject: [PATCH 03/32] attempt to extend variants to support different kinematics --- doc/sphinx/source/data/commondata.rst | 3 +- .../BCDMS_NC_NOTFIXED_P/metadata.yaml | 62 ++++++++++++++++--- validphys2/src/validphys/commondataparser.py | 44 ++++++++----- .../src/validphys/tests/test_datafiles.py | 8 +-- 4 files changed, 90 insertions(+), 27 deletions(-) diff --git a/doc/sphinx/source/data/commondata.rst b/doc/sphinx/source/data/commondata.rst index d3b6a52253..220c2539ce 100644 --- a/doc/sphinx/source/data/commondata.rst +++ b/doc/sphinx/source/data/commondata.rst @@ -299,7 +299,8 @@ For instance, we might have two incompatible sources of uncertainties. In such c These variants can overwrite certain keys if necessary. When a variant is used, the key under the variant will be used instead of the key defined in the observable. -A ``variant`` can only overwrite the entries ``data_central``, ``theory`` and ``data_uncertainties``. +A ``variant`` can only overwrite the entries ``data_central``, ``theory``, ``data_uncertainties``, +``kinematic_coverage``, ``kinematics``, ``tables``, ``ndata`` and ``plotting``. Example: .. code-block:: yaml diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/metadata.yaml index a4e93e8052..99c1eb69f1 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/metadata.yaml @@ -1,17 +1,18 @@ setname: BCDMS_NC_NOTFIXED_P -version: 1 -version_comment: Port of old commondata +version: 2 +version_comment: Port of old commondata and hepdata implementation nnpdf_metadata: nnpdf31_process: DIS NC experiment: BCDMS arXiv: - url: https://arxiv.org/abs/ + url: https://cds.cern.ch/record/194232 journal: Phys. Lett. B223 (1989) 485 iNSPIRE: - url: '' + url: https://inspirehep.net/literature/276661 hepdata: - url: '' - version: -1 + url: https://www.hepdata.net/record/ins276661 + version: 2 + implemented_observables: - observable_name: EM-F2 observable: @@ -64,6 +65,8 @@ implemented_observables: FK_tables: - - BCDMS_NC_EM_P_F2 data_uncertainties: [] + data_central: data_legacy_EM-F2.yaml + ported_from: BCDMSP variants: legacy: data_uncertainties: @@ -71,5 +74,48 @@ implemented_observables: legacy_dwsh_DEFAULT: data_uncertainties: - uncertainties_EM-F2_sys_dwsh_DEFAULT.yaml - data_central: data_legacy_EM-F2.yaml - ported_from: BCDMSP + hepdata: + data_uncertainties: + - uncertainties_hepdata.yaml + data_central: data_hepdata.yaml + tables: [100,104,15, 19, 23, 38, 42, 57, 61, 65, 80, 84, 88, 101,105,16, 20, 35, 39, 43, 58, 62, 66, 81, 85, 89, 102,13, 17, 21, 36, 40, 44, 59, 63, 67, 82] + ndata: 488 + plotting: + kinematics_override: dis_sqrt_scale + dataset_label: BCDMS $p$ + y_label: $10^{i}F_2(x,Q^2)$ + result_transform: qbindis + y_scale: symlog + line_by: + - x + normalize: + y_scale: linear + line_by: [] + figure_by: + - x + - sqrts + plot_x: Q2 + kinematic_coverage: + - x + - Q2 + - sqrts + kinematics: + variables: + x: + description: Bjorken x + label: $x$ + units: '' + Q2: + description: Factorization scale [GeV2] + label: Q2 + units: '' + sqrts: + description: "center of mass energy" + label: '$\sqrt{s}$' + units: "$GeV$" + file: kinematics_hepdata.yaml + theory: + conversion_factor: 1.0 + operation: 'NULL' + FK_tables: + - - BCDMS_NC_HEPDATA_P_F2 diff --git a/validphys2/src/validphys/commondataparser.py b/validphys2/src/validphys/commondataparser.py index 6def4d2dfd..3d117c3be2 100644 --- a/validphys2/src/validphys/commondataparser.py +++ b/validphys2/src/validphys/commondataparser.py @@ -286,20 +286,6 @@ def __hash__(self): ## Theory end -@dataclasses.dataclass(frozen=True) -class Variant: - """The new commondata format allow the usage of variants - A variant can overwrite a number of keys, as defined by this dataclass - """ - - data_uncertainties: Optional[list[ValidPath]] = None - theory: Optional[TheoryMeta] = None - data_central: Optional[ValidPath] = None - - -ValidVariants = Dict[str, Variant] - - ### Kinematic data @dataclasses.dataclass(frozen=True) class ValidVariable: @@ -362,6 +348,26 @@ def apply_label(self, var, value): ### kinematics end +### Variants +@dataclasses.dataclass(frozen=True) +class Variant: + """The new commondata format allow the usage of variants + A variant can overwrite a number of keys, as defined by this dataclass + """ + + data_uncertainties: Optional[list[ValidPath]] = None + theory: Optional[TheoryMeta] = None + data_central: Optional[ValidPath] = None + kinematic_coverage: Optional[list] = None + kinematics: Optional[ValidKinematics] = None + tables: Optional[list] = None + ndata: Optional[int] = None + plotting: Optional[PlottingOptions] = None + + +ValidVariants = Dict[str, Variant] + +### Variants end ### Observable and dataset definitions @dataclasses.dataclass(frozen=True, eq=True) @@ -472,6 +478,16 @@ def apply_variant(self, variant_name): variant_replacement["theory"] = variant.theory if variant.data_central is not None: variant_replacement["data_central"] = variant.data_central + if variant.kinematic_coverage is not None: + variant_replacement["kinematic_coverage"] = variant.kinematic_coverage + if variant.kinematics is not None: + variant_replacement["kinematics"] = variant.kinematics + if variant.tables is not None: + variant_replacement["tables"] = variant.tables + if variant.ndata is not None: + variant_replacement["ndata"] = variant.ndata + if variant.plotting is not None: + variant_replacement["plotting"] = variant.plotting return dataclasses.replace(self, applied_variant=variant_name, **variant_replacement) diff --git a/validphys2/src/validphys/tests/test_datafiles.py b/validphys2/src/validphys/tests/test_datafiles.py index 8b814a0fe9..9d21f653cf 100644 --- a/validphys2/src/validphys/tests/test_datafiles.py +++ b/validphys2/src/validphys/tests/test_datafiles.py @@ -70,10 +70,10 @@ def test_all_datasets(dataset_name, data_internal_cuts_new_theory_config): f"The dataset {dataset_name} uses {kin_cov} while accepted variables for {process_type} are {process_type.accepted_variables}" ) - # load the central data for every variant - all_dc = [cd.metadata.load_data_central() for cd in cds] - # and check they have the same lenght (it should've been tested internally already) - assert all(len(i) == ndata for i in all_dc) + # load the central data and ndata for every variant + all_dc = [(cd.metadata.load_data_central(), cd.ndata) for cd in cds] + # and check they have the same length (it should've been tested internally already) + assert all(len(i) == ndat for i, ndat in all_dc) # check the uncertainties can be loaded # note that due to legacy data there might be datasets without data_uncertainties From 08a25658c3b98fce8c8beb7992066224b92dbbfe Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Fri, 11 Oct 2024 11:47:58 +0200 Subject: [PATCH 04/32] Revert "attempt to extend variants to support different kinematics" This reverts commit 7dcd327bb6d81634895ffe2476755b725b4093c3. --- doc/sphinx/source/data/commondata.rst | 3 +- .../BCDMS_NC_NOTFIXED_P/metadata.yaml | 62 +++---------------- validphys2/src/validphys/commondataparser.py | 44 +++++-------- .../src/validphys/tests/test_datafiles.py | 8 +-- 4 files changed, 27 insertions(+), 90 deletions(-) diff --git a/doc/sphinx/source/data/commondata.rst b/doc/sphinx/source/data/commondata.rst index 220c2539ce..d3b6a52253 100644 --- a/doc/sphinx/source/data/commondata.rst +++ b/doc/sphinx/source/data/commondata.rst @@ -299,8 +299,7 @@ For instance, we might have two incompatible sources of uncertainties. In such c These variants can overwrite certain keys if necessary. When a variant is used, the key under the variant will be used instead of the key defined in the observable. -A ``variant`` can only overwrite the entries ``data_central``, ``theory``, ``data_uncertainties``, -``kinematic_coverage``, ``kinematics``, ``tables``, ``ndata`` and ``plotting``. +A ``variant`` can only overwrite the entries ``data_central``, ``theory`` and ``data_uncertainties``. Example: .. code-block:: yaml diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/metadata.yaml index 99c1eb69f1..a4e93e8052 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/metadata.yaml @@ -1,18 +1,17 @@ setname: BCDMS_NC_NOTFIXED_P -version: 2 -version_comment: Port of old commondata and hepdata implementation +version: 1 +version_comment: Port of old commondata nnpdf_metadata: nnpdf31_process: DIS NC experiment: BCDMS arXiv: - url: https://cds.cern.ch/record/194232 + url: https://arxiv.org/abs/ journal: Phys. Lett. B223 (1989) 485 iNSPIRE: - url: https://inspirehep.net/literature/276661 + url: '' hepdata: - url: https://www.hepdata.net/record/ins276661 - version: 2 - + url: '' + version: -1 implemented_observables: - observable_name: EM-F2 observable: @@ -65,8 +64,6 @@ implemented_observables: FK_tables: - - BCDMS_NC_EM_P_F2 data_uncertainties: [] - data_central: data_legacy_EM-F2.yaml - ported_from: BCDMSP variants: legacy: data_uncertainties: @@ -74,48 +71,5 @@ implemented_observables: legacy_dwsh_DEFAULT: data_uncertainties: - uncertainties_EM-F2_sys_dwsh_DEFAULT.yaml - hepdata: - data_uncertainties: - - uncertainties_hepdata.yaml - data_central: data_hepdata.yaml - tables: [100,104,15, 19, 23, 38, 42, 57, 61, 65, 80, 84, 88, 101,105,16, 20, 35, 39, 43, 58, 62, 66, 81, 85, 89, 102,13, 17, 21, 36, 40, 44, 59, 63, 67, 82] - ndata: 488 - plotting: - kinematics_override: dis_sqrt_scale - dataset_label: BCDMS $p$ - y_label: $10^{i}F_2(x,Q^2)$ - result_transform: qbindis - y_scale: symlog - line_by: - - x - normalize: - y_scale: linear - line_by: [] - figure_by: - - x - - sqrts - plot_x: Q2 - kinematic_coverage: - - x - - Q2 - - sqrts - kinematics: - variables: - x: - description: Bjorken x - label: $x$ - units: '' - Q2: - description: Factorization scale [GeV2] - label: Q2 - units: '' - sqrts: - description: "center of mass energy" - label: '$\sqrt{s}$' - units: "$GeV$" - file: kinematics_hepdata.yaml - theory: - conversion_factor: 1.0 - operation: 'NULL' - FK_tables: - - - BCDMS_NC_HEPDATA_P_F2 + data_central: data_legacy_EM-F2.yaml + ported_from: BCDMSP diff --git a/validphys2/src/validphys/commondataparser.py b/validphys2/src/validphys/commondataparser.py index 3d117c3be2..6def4d2dfd 100644 --- a/validphys2/src/validphys/commondataparser.py +++ b/validphys2/src/validphys/commondataparser.py @@ -286,6 +286,20 @@ def __hash__(self): ## Theory end +@dataclasses.dataclass(frozen=True) +class Variant: + """The new commondata format allow the usage of variants + A variant can overwrite a number of keys, as defined by this dataclass + """ + + data_uncertainties: Optional[list[ValidPath]] = None + theory: Optional[TheoryMeta] = None + data_central: Optional[ValidPath] = None + + +ValidVariants = Dict[str, Variant] + + ### Kinematic data @dataclasses.dataclass(frozen=True) class ValidVariable: @@ -348,26 +362,6 @@ def apply_label(self, var, value): ### kinematics end -### Variants -@dataclasses.dataclass(frozen=True) -class Variant: - """The new commondata format allow the usage of variants - A variant can overwrite a number of keys, as defined by this dataclass - """ - - data_uncertainties: Optional[list[ValidPath]] = None - theory: Optional[TheoryMeta] = None - data_central: Optional[ValidPath] = None - kinematic_coverage: Optional[list] = None - kinematics: Optional[ValidKinematics] = None - tables: Optional[list] = None - ndata: Optional[int] = None - plotting: Optional[PlottingOptions] = None - - -ValidVariants = Dict[str, Variant] - -### Variants end ### Observable and dataset definitions @dataclasses.dataclass(frozen=True, eq=True) @@ -478,16 +472,6 @@ def apply_variant(self, variant_name): variant_replacement["theory"] = variant.theory if variant.data_central is not None: variant_replacement["data_central"] = variant.data_central - if variant.kinematic_coverage is not None: - variant_replacement["kinematic_coverage"] = variant.kinematic_coverage - if variant.kinematics is not None: - variant_replacement["kinematics"] = variant.kinematics - if variant.tables is not None: - variant_replacement["tables"] = variant.tables - if variant.ndata is not None: - variant_replacement["ndata"] = variant.ndata - if variant.plotting is not None: - variant_replacement["plotting"] = variant.plotting return dataclasses.replace(self, applied_variant=variant_name, **variant_replacement) diff --git a/validphys2/src/validphys/tests/test_datafiles.py b/validphys2/src/validphys/tests/test_datafiles.py index 9d21f653cf..8b814a0fe9 100644 --- a/validphys2/src/validphys/tests/test_datafiles.py +++ b/validphys2/src/validphys/tests/test_datafiles.py @@ -70,10 +70,10 @@ def test_all_datasets(dataset_name, data_internal_cuts_new_theory_config): f"The dataset {dataset_name} uses {kin_cov} while accepted variables for {process_type} are {process_type.accepted_variables}" ) - # load the central data and ndata for every variant - all_dc = [(cd.metadata.load_data_central(), cd.ndata) for cd in cds] - # and check they have the same length (it should've been tested internally already) - assert all(len(i) == ndat for i, ndat in all_dc) + # load the central data for every variant + all_dc = [cd.metadata.load_data_central() for cd in cds] + # and check they have the same lenght (it should've been tested internally already) + assert all(len(i) == ndata for i in all_dc) # check the uncertainties can be loaded # note that due to legacy data there might be datasets without data_uncertainties From 7a8d2e3194e76a77621b85ccf4cf80c4b95c735c Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Fri, 11 Oct 2024 12:02:45 +0200 Subject: [PATCH 05/32] move new implementation to new dataset --- .../data.yaml} | 0 .../filter.py | 9 ++- .../kinematics.yaml} | 0 .../BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml | 67 +++++++++++++++++++ .../rawdata/Table100.csv | 0 .../rawdata/Table101.csv | 0 .../rawdata/Table102.csv | 0 .../rawdata/Table103.csv | 0 .../rawdata/Table104.csv | 0 .../rawdata/Table105.csv | 0 .../rawdata/Table13.csv | 0 .../rawdata/Table14.csv | 0 .../rawdata/Table15.csv | 0 .../rawdata/Table16.csv | 0 .../rawdata/Table17.csv | 0 .../rawdata/Table18.csv | 0 .../rawdata/Table19.csv | 0 .../rawdata/Table20.csv | 0 .../rawdata/Table21.csv | 0 .../rawdata/Table22.csv | 0 .../rawdata/Table23.csv | 0 .../rawdata/Table35.csv | 0 .../rawdata/Table36.csv | 0 .../rawdata/Table37.csv | 0 .../rawdata/Table38.csv | 0 .../rawdata/Table39.csv | 0 .../rawdata/Table40.csv | 0 .../rawdata/Table41.csv | 0 .../rawdata/Table42.csv | 0 .../rawdata/Table43.csv | 0 .../rawdata/Table44.csv | 0 .../rawdata/Table45.csv | 0 .../rawdata/Table57.csv | 0 .../rawdata/Table58.csv | 0 .../rawdata/Table59.csv | 0 .../rawdata/Table60.csv | 0 .../rawdata/Table61.csv | 0 .../rawdata/Table62.csv | 0 .../rawdata/Table63.csv | 0 .../rawdata/Table64.csv | 0 .../rawdata/Table65.csv | 0 .../rawdata/Table66.csv | 0 .../rawdata/Table67.csv | 0 .../rawdata/Table79.csv | 0 .../rawdata/Table80.csv | 0 .../rawdata/Table81.csv | 0 .../rawdata/Table82.csv | 0 .../rawdata/Table83.csv | 0 .../rawdata/Table84.csv | 0 .../rawdata/Table85.csv | 0 .../rawdata/Table86.csv | 0 .../rawdata/Table87.csv | 0 .../rawdata/Table88.csv | 0 .../rawdata/Table89.csv | 0 .../uncertainties.yaml} | 0 55 files changed, 71 insertions(+), 5 deletions(-) rename nnpdf_data/nnpdf_data/commondata/{BCDMS_NC_NOTFIXED_P/data_hepdata.yaml => BCDMS_NC_NOTFIXED_P_HEPDATA/data.yaml} (100%) rename nnpdf_data/nnpdf_data/commondata/{BCDMS_NC_NOTFIXED_P => BCDMS_NC_NOTFIXED_P_HEPDATA}/filter.py (90%) rename nnpdf_data/nnpdf_data/commondata/{BCDMS_NC_NOTFIXED_P/kinematics_hepdata.yaml => BCDMS_NC_NOTFIXED_P_HEPDATA/kinematics.yaml} (100%) create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml rename nnpdf_data/nnpdf_data/commondata/{BCDMS_NC_NOTFIXED_P => BCDMS_NC_NOTFIXED_P_HEPDATA}/rawdata/Table100.csv (100%) rename nnpdf_data/nnpdf_data/commondata/{BCDMS_NC_NOTFIXED_P => BCDMS_NC_NOTFIXED_P_HEPDATA}/rawdata/Table101.csv (100%) rename nnpdf_data/nnpdf_data/commondata/{BCDMS_NC_NOTFIXED_P => BCDMS_NC_NOTFIXED_P_HEPDATA}/rawdata/Table102.csv (100%) rename nnpdf_data/nnpdf_data/commondata/{BCDMS_NC_NOTFIXED_P => BCDMS_NC_NOTFIXED_P_HEPDATA}/rawdata/Table103.csv (100%) rename nnpdf_data/nnpdf_data/commondata/{BCDMS_NC_NOTFIXED_P => BCDMS_NC_NOTFIXED_P_HEPDATA}/rawdata/Table104.csv (100%) rename nnpdf_data/nnpdf_data/commondata/{BCDMS_NC_NOTFIXED_P => BCDMS_NC_NOTFIXED_P_HEPDATA}/rawdata/Table105.csv 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a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/filter.py b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py similarity index 90% rename from nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/filter.py rename to nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py index 9c7e4264b3..f3fa2bb966 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py @@ -1,4 +1,4 @@ -"""Implement BCDMS_NC_NOTFIXED_P data from hepdata. We use data with R(QCD).""" +"""Implement BCDMS_NC_NOTFIXED_P_HEPDATA data form Hpedata reference. We use tables with R=R(QCD).""" import pathlib @@ -6,7 +6,6 @@ import yaml HERE = pathlib.Path(__file__).parent -VARIANT = "hepdata" def read_tables(): @@ -56,7 +55,7 @@ def write_files(df): # Write central data data_central_yaml = {"data_central": [float(x) for x in df["F2"]]} - with open(HERE / f"data_{VARIANT}.yaml", "w", encoding="utf-8") as file: + with open(HERE / "data.yaml", "w", encoding="utf-8") as file: yaml.dump(data_central_yaml, file) # Write kin file @@ -81,7 +80,7 @@ def write_files(df): } kin.append(kin_value) kinematics_yaml = {"bins": kin} - with open(HERE / f"kinematics_{VARIANT}.yaml", "w", encoding="utf-8") as file: + with open(HERE / "kinematics.yaml", "w", encoding="utf-8") as file: yaml.dump(kinematics_yaml, file, sort_keys=False) # loop on data points @@ -112,7 +111,7 @@ def write_files(df): error.append(e) uncertainties_yaml = {"definitions": error_definition, "bins": error} - with open(HERE / f"uncertainties_{VARIANT}.yaml", "w", encoding="utf-8") as file: + with open(HERE / "uncertainties.yaml", "w", encoding="utf-8") as file: yaml.dump(uncertainties_yaml, file, sort_keys=False) diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/kinematics_hepdata.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/kinematics.yaml similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/kinematics_hepdata.yaml rename to nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/kinematics.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml new file mode 100644 index 0000000000..89df903a93 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml @@ -0,0 +1,67 @@ +setname: BCDMS_NC_NOTFIXED_P_HEPDATA +version: 1 +version_comment: Hepdata implementation of F2(R(QCD)) +nnpdf_metadata: + nnpdf31_process: DIS NC + experiment: BCDMS +arXiv: + url: https://cds.cern.ch/record/194232 + journal: Phys. Lett. B223 (1989) 485 +iNSPIRE: + url: https://inspirehep.net/literature/276661 +hepdata: + url: https://www.hepdata.net/record/ins276661 + version: 1 + +implemented_observables: +- observable_name: EM-F2 + observable: + description: Deep Inelastic Scattering + label: BCDMS $p$ + units: '' + process_type: DIS_F2P + tables: [100,104,15, 19, 23, 38, 42, 57, 61, 65, 80, 84, 88, 101,105,16, 20, 35, 39, 43, 58, 62, 66, 81, 85, 89, 102,13, 17, 21, 36, 40, 44, 59, 63, 67, 82] + npoints: [] + ndata: 488 + data_uncertainties: + - uncertainties.yaml + data_central: data.yaml + kinematic_coverage: + - x + - Q2 + - sqrts + kinematics: + variables: + x: + description: Bjorken x + label: $x$ + units: '' + Q2: + description: Momentum transfer + label: Q2 + units: '$GeV^2$' + sqrts: + description: "center of mass energy" + label: '$\sqrt{s}$' + units: "$GeV$" + file: kinematics.yaml + plotting: + kinematics_override: dis_sqrt_scale + dataset_label: BCDMS $p$ + y_label: $F_2(x,Q^2)$ + result_transform: qbindis + y_scale: symlog + line_by: + - x + normalize: + y_scale: linear + line_by: [] + figure_by: + - x + - sqrts + plot_x: Q2 + theory: + conversion_factor: 1.0 + operation: 'NULL' + FK_tables: + - - BCDMS_NC_HEPDATA_P_F2 diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table100.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table100.csv similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table100.csv rename to nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table100.csv diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table101.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table101.csv similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table101.csv rename to nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table101.csv diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table102.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table102.csv similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table102.csv rename to nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table102.csv diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table103.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table103.csv similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table103.csv rename to nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table103.csv diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table104.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table104.csv similarity index 100% rename from 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nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table89.csv diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/uncertainties_hepdata.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/uncertainties.yaml similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/uncertainties_hepdata.yaml rename to nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/uncertainties.yaml From 2f6eb90e6bb1990a7c36ff5ca667d24783c02f0d Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Sat, 12 Oct 2024 09:41:13 +0200 Subject: [PATCH 06/32] implement rzero and rqcd variants averaged on s --- .../BCDMS_NC_NOTFIXED_P_HEPDATA/data.yaml | 489 -- .../data_rqcd.yaml | 178 + .../data_rzero.yaml | 178 + .../BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py | 44 +- .../kinematics.yaml | 4792 ++--------------- .../BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml | 20 +- .../rawdata/Table10.csv | 36 + .../rawdata/Table100.csv | 17 - .../rawdata/Table101.csv | 19 - .../rawdata/Table102.csv | 20 - .../rawdata/Table103.csv | 22 - .../rawdata/Table104.csv | 24 - .../rawdata/Table105.csv | 24 - .../rawdata/Table11.csv | 35 + .../rawdata/Table12.csv | 30 + .../rawdata/Table2.csv | 20 + .../rawdata/Table3.csv | 25 + .../rawdata/Table35.csv | 17 - .../rawdata/Table36.csv | 18 - .../rawdata/Table37.csv | 20 - .../rawdata/Table38.csv | 21 - .../rawdata/Table39.csv | 24 - .../rawdata/Table4.csv | 30 + .../rawdata/Table40.csv | 26 - .../rawdata/Table41.csv | 26 - .../rawdata/Table42.csv | 28 - .../rawdata/Table43.csv | 29 - .../rawdata/Table44.csv | 29 - .../rawdata/Table45.csv | 24 - .../rawdata/Table5.csv | 31 + .../rawdata/Table57.csv | 17 - .../rawdata/Table58.csv | 18 - .../rawdata/Table59.csv | 20 - .../rawdata/Table6.csv | 32 + .../rawdata/Table60.csv | 22 - .../rawdata/Table61.csv | 24 - .../rawdata/Table62.csv | 25 - .../rawdata/Table63.csv | 27 - .../rawdata/Table64.csv | 29 - .../rawdata/Table65.csv | 29 - .../rawdata/Table66.csv | 29 - .../rawdata/Table67.csv | 24 - .../rawdata/Table7.csv | 34 + .../rawdata/Table79.csv | 17 - .../rawdata/Table8.csv | 34 + .../rawdata/Table80.csv | 18 - .../rawdata/Table81.csv | 19 - .../rawdata/Table82.csv | 21 - .../rawdata/Table83.csv | 21 - .../rawdata/Table84.csv | 23 - .../rawdata/Table85.csv | 24 - .../rawdata/Table86.csv | 25 - .../rawdata/Table87.csv | 26 - .../rawdata/Table88.csv | 26 - .../rawdata/Table89.csv | 24 - .../rawdata/Table9.csv | 35 + .../uncertainties.yaml | 1478 ----- .../uncertainties_rqcd.yaml | 545 ++ .../uncertainties_rzero.yaml | 545 ++ 59 files changed, 2360 insertions(+), 7147 deletions(-) delete mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/data.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/data_rqcd.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/data_rzero.yaml create mode 100644 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100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/uncertainties.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/uncertainties_rqcd.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/uncertainties_rzero.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/data.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/data.yaml deleted file mode 100644 index ddadf0419e..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/data.yaml +++ /dev/null @@ -1,489 +0,0 @@ -data_central: -- 0.40205 -- 0.40205 -- 0.38468 -- 0.38468 -- 0.39363 -- 0.38956 -- 0.39179 -- 0.38926 -- 0.38926 -- 0.37768 -- 0.37768 -- 0.36886 -- 0.36886 -- 0.38982 -- 0.38982 -- 0.38772 -- 0.39249 -- 0.38958 -- 0.37965 -- 0.37965 -- 0.36592 -- 0.36592 -- 0.3412 -- 0.3412 -- 0.30476 -- 0.30476 -- 0.39066 -- 0.39066 -- 0.37641 -- 0.38505 -- 0.37955 -- 0.3667 -- 0.36127 -- 0.36481 -- 0.34635 -- 0.32331 -- 0.33792 -- 0.29971 -- 0.29971 -- 0.24021 -- 0.24021 -- 0.16027 -- 0.16027 -- 0.09289 -- 0.09289 -- 0.39239 -- 0.39239 -- 0.37062 -- 0.37936 -- 0.37406 -- 0.36497 -- 0.35757 -- 0.36218 -- 0.33805 -- 0.34116 -- 0.33915 -- 0.30213 -- 0.3008 -- 0.30167 -- 0.23373 -- 0.23713 -- 0.23489 -- 0.15606 -- 0.15964 -- 0.15729 -- 0.08787 -- 0.08787 -- 0.0439 -- 0.0439 -- 0.37847 -- 0.37987 -- 0.37906 -- 0.36523 -- 0.34979 -- 0.35909 -- 0.33659 -- 0.32619 -- 0.33268 -- 0.30414 -- 0.31145 -- 0.30664 -- 0.23122 -- 0.23446 -- 0.23229 -- 0.15503 -- 0.16152 -- 0.15712 -- 0.09002 -- 0.08496 -- 0.08806 -- 0.04265 -- 0.04265 -- 0.41459 -- 0.41459 -- 0.37759 -- 0.37759 -- 0.35727 -- 0.35267 -- 0.3554 -- 0.32138 -- 0.33525 -- 0.32655 -- 0.30467 -- 0.29635 -- 0.30151 -- 0.23727 -- 0.23473 -- 0.23633 -- 0.15335 -- 0.15248 -- 0.15303 -- 0.08473 -- 0.08002 -- 0.08275 -- 0.04167 -- 0.04112 -- 0.04144 -- 0.41972 -- 0.41972 -- 0.4018 -- 0.4018 -- 0.36935 -- 0.36935 -- 0.34847 -- 0.34847 -- 0.32395 -- 0.31776 -- 0.32145 -- 0.29035 -- 0.29636 -- 0.29265 -- 0.223 -- 0.22939 -- 0.22533 -- 0.15573 -- 0.15384 -- 0.15502 -- 0.08291 -- 0.09077 -- 0.08553 -- 0.04151 -- 0.04283 -- 0.04205 -- 0.40171 -- 0.40171 -- 0.38121 -- 0.38121 -- 0.36087 -- 0.35422 -- 0.35183 -- 0.31436 -- 0.32585 -- 0.31921 -- 0.29911 -- 0.29332 -- 0.29675 -- 0.23275 -- 0.22173 -- 0.22823 -- 0.14488 -- 0.15355 -- 0.14802 -- 0.08285 -- 0.08541 -- 0.08382 -- 0.04012 -- 0.04107 -- 0.0405 -- 0.40528 -- 0.40528 -- 0.38366 -- 0.38366 -- 0.33792 -- 0.35693 -- 0.36243 -- 0.32498 -- 0.31622 -- 0.32188 -- 0.28068 -- 0.28738 -- 0.28413 -- 0.22389 -- 0.23176 -- 0.22699 -- 0.14465 -- 0.14984 -- 0.14668 -- 0.0852 -- 0.09161 -- 0.08638 -- 0.04117 -- 0.03655 -- 0.04017 -- 0.01357 -- 0.01357 -- 0.37999 -- 0.37999 -- 0.36224 -- 0.36224 -- 0.31917 -- 0.31632 -- 0.32079 -- 0.32347 -- 0.29223 -- 0.28549 -- 0.28862 -- 0.28872 -- 0.22548 -- 0.22638 -- 0.22596 -- 0.14024 -- 0.14605 -- 0.14324 -- 0.08108 -- 0.0816 -- 0.0813 -- 0.03871 -- 0.03694 -- 0.03831 -- 0.01366 -- 0.01366 -- 0.40558 -- 0.40558 -- 0.37396 -- 0.37396 -- 0.35007 -- 0.35007 -- 0.32366 -- 0.32719 -- 0.32855 -- 0.28428 -- 0.28478 -- 0.28393 -- 0.28319 -- 0.22042 -- 0.22116 -- 0.22147 -- 0.22247 -- 0.1437 -- 0.14605 -- 0.14418 -- 0.14306 -- 0.08528 -- 0.07931 -- 0.08024 -- 0.07735 -- 0.03829 -- 0.03681 -- 0.0374 -- 0.03722 -- 0.01308 -- 0.01335 -- 0.0132 -- 0.40695 -- 0.40695 -- 0.37701 -- 0.37701 -- 0.34507 -- 0.3445 -- 0.34807 -- 0.31454 -- 0.31485 -- 0.3128 -- 0.27224 -- 0.28665 -- 0.27916 -- 0.27997 -- 0.27435 -- 0.21929 -- 0.2221 -- 0.22029 -- 0.22019 -- 0.14557 -- 0.1433 -- 0.14153 -- 0.13699 -- 0.08115 -- 0.0787 -- 0.08003 -- 0.08022 -- 0.03666 -- 0.04068 -- 0.03656 -- 0.03408 -- 0.0117 -- 0.01194 -- 0.0118 -- 0.37628 -- 0.37628 -- 0.35017 -- 0.34801 -- 0.36142 -- 0.31493 -- 0.31585 -- 0.30989 -- 0.27188 -- 0.27419 -- 0.2738 -- 0.27909 -- 0.21644 -- 0.21858 -- 0.21619 -- 0.2171 -- 0.20778 -- 0.14129 -- 0.14231 -- 0.13889 -- 0.13886 -- 0.08024 -- 0.07629 -- 0.07666 -- 0.07595 -- 0.03529 -- 0.03615 -- 0.03547 -- 0.03539 -- 0.01106 -- 0.01239 -- 0.01223 -- 0.01252 -- 0.3642 -- 0.3642 -- 0.3402 -- 0.3402 -- 0.31062 -- 0.30939 -- 0.31821 -- 0.27093 -- 0.27157 -- 0.2672 -- 0.20928 -- 0.21435 -- 0.21531 -- 0.21507 -- 0.13463 -- 0.13745 -- 0.13664 -- 0.13693 -- 0.07715 -- 0.07905 -- 0.07644 -- 0.07563 -- 0.03309 -- 0.03593 -- 0.03476 -- 0.03513 -- 0.01083 -- 0.01156 -- 0.01165 -- 0.01189 -- 0.38075 -- 0.38075 -- 0.34527 -- 0.34527 -- 0.31558 -- 0.31816 -- 0.31194 -- 0.27517 -- 0.27491 -- 0.2758 -- 0.21417 -- 0.21428 -- 0.21488 -- 0.21277 -- 0.13718 -- 0.13757 -- 0.13566 -- 0.13616 -- 0.07418 -- 0.07485 -- 0.07512 -- 0.07595 -- 0.03371 -- 0.03047 -- 0.0331 -- 0.03329 -- 0.01149 -- 0.0117 -- 0.01113 -- 0.01076 -- 0.34112 -- 0.34112 -- 0.31557 -- 0.31557 -- 0.26869 -- 0.27275 -- 0.26187 -- 0.20654 -- 0.20861 -- 0.20136 -- 0.13481 -- 0.13069 -- 0.13059 -- 0.07237 -- 0.06696 -- 0.07053 -- 0.07098 -- 0.02989 -- 0.03567 -- 0.03201 -- 0.0325 -- 0.00968 -- 0.01057 -- 0.01083 -- 0.01068 -- 0.30609 -- 0.30609 -- 0.26879 -- 0.26446 -- 0.27649 -- 0.20555 -- 0.20327 -- 0.20997 -- 0.12375 -- 0.12882 -- 0.12772 -- 0.07074 -- 0.07093 -- 0.07032 -- 0.03206 -- 0.03176 -- 0.03215 -- 0.03215 -- 0.01033 -- 0.00993 -- 0.0109 -- 0.01117 -- 0.30722 -- 0.30722 -- 0.26182 -- 0.26182 -- 0.20711 -- 0.20739 -- 0.20664 -- 0.12975 -- 0.13136 -- 0.07066 -- 0.07099 -- 0.07313 -- 0.03051 -- 0.03231 -- 0.03362 -- 0.00963 -- 0.00992 -- 0.01 -- 0.26097 -- 0.26097 -- 0.20334 -- 0.20279 -- 0.20421 -- 0.12922 -- 0.12791 -- 0.06788 -- 0.067 -- 0.03451 -- 0.03155 -- 0.03084 -- 0.00817 -- 0.00919 -- 0.00906 -- 0.26278 -- 0.26278 -- 0.20511 -- 0.20511 -- 0.12283 -- 0.12426 -- 0.06619 -- 0.06536 -- 0.02865 -- 0.02844 -- 0.0082 -- 0.00814 -- 0.20266 -- 0.20266 -- 0.11853 -- 0.06763 -- 0.06655 -- 0.02884 -- 0.02787 -- 0.0091 -- 0.00904 -- 0.11937 -- 0.06013 -- 0.02729 -- 0.00833 -- 0.06133 -- 0.02975 -- 0.00799 diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/data_rqcd.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/data_rqcd.yaml new file mode 100644 index 0000000000..6fb3121593 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/data_rqcd.yaml @@ -0,0 +1,178 @@ +data_central: +- 0.40205 +- 0.38468 +- 0.39179 +- 0.38926 +- 0.37768 +- 0.36886 +- 0.38982 +- 0.38958 +- 0.37965 +- 0.36592 +- 0.3412 +- 0.30476 +- 0.39066 +- 0.37955 +- 0.36481 +- 0.33792 +- 0.29971 +- 0.24021 +- 0.16027 +- 0.09289 +- 0.39239 +- 0.37406 +- 0.36218 +- 0.33915 +- 0.30167 +- 0.23489 +- 0.15729 +- 0.08787 +- 0.0439 +- 0.37906 +- 0.35909 +- 0.33268 +- 0.30664 +- 0.23229 +- 0.15712 +- 0.08806 +- 0.04265 +- 0.41459 +- 0.37759 +- 0.3554 +- 0.32655 +- 0.30151 +- 0.23633 +- 0.15303 +- 0.08275 +- 0.04144 +- 0.41972 +- 0.4018 +- 0.36935 +- 0.34847 +- 0.32145 +- 0.29265 +- 0.22533 +- 0.15502 +- 0.08553 +- 0.04205 +- 0.40171 +- 0.38121 +- 0.35422 +- 0.31921 +- 0.29675 +- 0.22823 +- 0.14802 +- 0.08382 +- 0.0405 +- 0.40528 +- 0.38366 +- 0.35693 +- 0.32188 +- 0.28413 +- 0.22699 +- 0.14668 +- 0.08638 +- 0.04017 +- 0.01357 +- 0.37999 +- 0.36224 +- 0.32079 +- 0.28862 +- 0.22596 +- 0.14324 +- 0.0813 +- 0.03831 +- 0.01366 +- 0.40558 +- 0.37396 +- 0.35007 +- 0.32719 +- 0.28393 +- 0.22147 +- 0.14418 +- 0.08024 +- 0.0374 +- 0.0132 +- 0.40695 +- 0.37701 +- 0.34507 +- 0.31454 +- 0.27916 +- 0.22029 +- 0.14153 +- 0.08003 +- 0.03656 +- 0.0118 +- 0.37628 +- 0.35017 +- 0.31493 +- 0.27419 +- 0.21619 +- 0.13889 +- 0.07666 +- 0.03547 +- 0.01223 +- 0.3642 +- 0.3402 +- 0.31062 +- 0.27093 +- 0.21435 +- 0.13664 +- 0.07644 +- 0.03476 +- 0.01165 +- 0.38075 +- 0.34527 +- 0.31558 +- 0.27517 +- 0.21428 +- 0.13566 +- 0.07512 +- 0.0331 +- 0.01113 +- 0.34112 +- 0.31557 +- 0.26869 +- 0.20654 +- 0.13069 +- 0.07053 +- 0.03201 +- 0.01083 +- 0.30609 +- 0.26879 +- 0.20555 +- 0.12882 +- 0.07093 +- 0.03215 +- 0.0109 +- 0.30722 +- 0.26182 +- 0.20711 +- 0.12975 +- 0.07099 +- 0.03231 +- 0.00992 +- 0.26097 +- 0.20334 +- 0.12922 +- 0.06788 +- 0.03155 +- 0.00919 +- 0.26278 +- 0.20511 +- 0.12283 +- 0.06619 +- 0.02865 +- 0.0082 +- 0.20266 +- 0.11853 +- 0.06763 +- 0.02884 +- 0.0091 +- 0.11937 +- 0.06013 +- 0.02729 +- 0.00833 +- 0.06133 +- 0.02975 +- 0.00799 diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/data_rzero.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/data_rzero.yaml new file mode 100644 index 0000000000..f1dff10145 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/data_rzero.yaml @@ -0,0 +1,178 @@ +data_central: +- 0.38934 +- 0.38055 +- 0.37713 +- 0.38347 +- 0.3756 +- 0.36786 +- 0.37381 +- 0.38249 +- 0.37676 +- 0.36457 +- 0.34051 +- 0.3044 +- 0.38341 +- 0.37616 +- 0.36324 +- 0.33715 +- 0.29925 +- 0.24001 +- 0.1602 +- 0.09286 +- 0.38291 +- 0.36979 +- 0.36021 +- 0.33816 +- 0.30115 +- 0.23467 +- 0.15722 +- 0.08784 +- 0.04389 +- 0.37348 +- 0.35659 +- 0.33145 +- 0.30599 +- 0.23203 +- 0.15703 +- 0.08803 +- 0.04264 +- 0.39928 +- 0.37197 +- 0.35217 +- 0.32498 +- 0.3007 +- 0.236 +- 0.15292 +- 0.08272 +- 0.04143 +- 0.39989 +- 0.39548 +- 0.36233 +- 0.34539 +- 0.31955 +- 0.29166 +- 0.22495 +- 0.15489 +- 0.08548 +- 0.04204 +- 0.39338 +- 0.37841 +- 0.35224 +- 0.31675 +- 0.29549 +- 0.22775 +- 0.14786 +- 0.08376 +- 0.04048 +- 0.39402 +- 0.37991 +- 0.35437 +- 0.31853 +- 0.2826 +- 0.22637 +- 0.14649 +- 0.08632 +- 0.04015 +- 0.01357 +- 0.37499 +- 0.36004 +- 0.31816 +- 0.28722 +- 0.22518 +- 0.143 +- 0.08123 +- 0.03829 +- 0.01365 +- 0.39629 +- 0.36709 +- 0.34712 +- 0.32484 +- 0.28208 +- 0.22074 +- 0.14395 +- 0.08018 +- 0.03738 +- 0.01319 +- 0.39408 +- 0.37285 +- 0.34144 +- 0.31287 +- 0.27748 +- 0.21952 +- 0.14124 +- 0.07995 +- 0.03653 +- 0.0118 +- 0.37063 +- 0.34514 +- 0.31267 +- 0.27271 +- 0.21533 +- 0.13863 +- 0.07659 +- 0.03545 +- 0.01222 +- 0.35668 +- 0.33701 +- 0.30754 +- 0.2695 +- 0.21359 +- 0.13629 +- 0.07634 +- 0.03474 +- 0.01164 +- 0.37001 +- 0.34082 +- 0.31203 +- 0.27336 +- 0.21341 +- 0.13527 +- 0.07501 +- 0.03307 +- 0.01113 +- 0.33512 +- 0.31282 +- 0.26645 +- 0.20568 +- 0.13036 +- 0.07039 +- 0.03198 +- 0.01083 +- 0.30247 +- 0.26569 +- 0.20445 +- 0.12838 +- 0.07081 +- 0.03212 +- 0.0109 +- 0.30229 +- 0.2596 +- 0.20565 +- 0.12934 +- 0.07083 +- 0.03227 +- 0.00991 +- 0.25794 +- 0.20141 +- 0.12868 +- 0.06773 +- 0.03151 +- 0.00918 +- 0.25851 +- 0.20358 +- 0.1221 +- 0.066 +- 0.02861 +- 0.00819 +- 0.20044 +- 0.11797 +- 0.06734 +- 0.02878 +- 0.00909 +- 0.11841 +- 0.0599 +- 0.02724 +- 0.00832 +- 0.06091 +- 0.02965 +- 0.00798 diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py index f3fa2bb966..13654561e7 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py @@ -1,17 +1,25 @@ -"""Implement BCDMS_NC_NOTFIXED_P_HEPDATA data form Hpedata reference. We use tables with R=R(QCD).""" +""" +Implement BCDMS_NC_NOTFIXED_P_HEPDATA data form Hpedata reference. +We use tables with R=R(QCD) and R=0, for the averaged values on $\sqrt{s}$. +The legacy implementation of BCDMS_NC_NOTFIXED_P is given by the unaverage $\sqrt{s}$ for R=0, +so it has almost the double ndata. +""" import pathlib +import numpy as np import pandas as pd import yaml HERE = pathlib.Path(__file__).parent +VARIANTS = {"rqcd": (13, 23), "rzero": (2, 12)} -def read_tables(): +def read_tables(tables): """Parse Tables.""" dfs = pd.DataFrame() - for file in pathlib.Path(HERE / "rawdata").iterdir(): + for table_id in range(tables[0], tables[1] + 1): + file = HERE / "rawdata" / f"Table{table_id}.csv" with open(file, "r", encoding="utf-8") as f: lines = f.readlines() df = pd.DataFrame( @@ -28,14 +36,9 @@ def read_tables(): ], ) df["x"] = float(lines[12].split(",")[1]) - try: - df["sqrts"] = float(lines[11].split(",")[1]) - df["sqrts_min"] = df["sqrts"] - df["sqrts_max"] = df["sqrts"] - except ValueError: - df["sqrts_min"] = float(lines[11].split(",")[1].split("-")[0]) - df["sqrts_max"] = float(lines[11].split(",")[1].split("-")[1]) - df["sqrts"] = (df["sqrts_min"] + df["sqrts_max"]) / 2 + df["sqrts_min"] = float(lines[11].split(",")[1].split("-")[0]) + df["sqrts_max"] = float(lines[11].split(",")[1].split("-")[1]) + df["sqrts"] = (df["sqrts_min"] + df["sqrts_max"]) / 2 if dfs.empty: dfs = df else: @@ -50,12 +53,12 @@ def read_tables(): return dfs.sort_values(["Q2", "x", "sqrts"]) -def write_files(df): +def write_files(df, variant): """Write kinematics, central value and uncertainties files.""" # Write central data data_central_yaml = {"data_central": [float(x) for x in df["F2"]]} - with open(HERE / "data.yaml", "w", encoding="utf-8") as file: + with open(HERE / f"data_{variant}.yaml", "w", encoding="utf-8") as file: yaml.dump(data_central_yaml, file) # Write kin file @@ -111,10 +114,19 @@ def write_files(df): error.append(e) uncertainties_yaml = {"definitions": error_definition, "bins": error} - with open(HERE / "uncertainties.yaml", "w", encoding="utf-8") as file: + with open(HERE / f"uncertainties_{variant}.yaml", "w", encoding="utf-8") as file: yaml.dump(uncertainties_yaml, file, sort_keys=False) if __name__ == "__main__": - df = read_tables() - write_files(df) + dfs = [] + for tables in VARIANTS.values(): + dfs.append(read_tables(tables)) + + # check kinematic is the same for the 2 variants + np.testing.assert_allclose(dfs[0].x, dfs[1].x) + np.testing.assert_allclose(dfs[0].Q2, dfs[1].Q2) + np.testing.assert_allclose(dfs[0].sqrts, dfs[1].sqrts) + + for df, variant in zip(dfs, VARIANTS): + write_files(df, variant) diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/kinematics.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/kinematics.yaml index cb3a027254..bdc9ac96c7 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/kinematics.yaml +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/kinematics.yaml @@ -9,15 +9,15 @@ bins: max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null mid: 7.5 max: null x: min: null - mid: 0.07 + mid: 0.1 max: null sqrts: min: 13.729 @@ -25,19 +25,19 @@ bins: max: 22.938 - Q2: min: null - mid: 7.5 + mid: 8.75 max: null x: min: null - mid: 0.1 + mid: 0.07 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 7.5 + mid: 8.75 max: null x: min: null @@ -53,27 +53,27 @@ bins: max: null x: min: null - mid: 0.07 + mid: 0.14 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null mid: 8.75 max: null x: min: null - mid: 0.07 + mid: 0.18 max: null sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 8.75 + mid: 10.25 max: null x: min: null @@ -85,7 +85,7 @@ bins: max: 22.938 - Q2: min: null - mid: 8.75 + mid: 10.25 max: null x: min: null @@ -93,15 +93,15 @@ bins: max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 8.75 + mid: 10.25 max: null x: min: null - mid: 0.1 + mid: 0.14 max: null sqrts: min: 13.729 @@ -109,23 +109,23 @@ bins: max: 22.938 - Q2: min: null - mid: 8.75 + mid: 10.25 max: null x: min: null - mid: 0.14 + mid: 0.18 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 8.75 + mid: 10.25 max: null x: min: null - mid: 0.14 + mid: 0.225 max: null sqrts: min: 13.729 @@ -133,23 +133,23 @@ bins: max: 22.938 - Q2: min: null - mid: 8.75 + mid: 10.25 max: null x: min: null - mid: 0.18 + mid: 0.275 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 8.75 + mid: 11.75 max: null x: min: null - mid: 0.18 + mid: 0.1 max: null sqrts: min: 13.729 @@ -157,23 +157,23 @@ bins: max: 22.938 - Q2: min: null - mid: 10.25 + mid: 11.75 max: null x: min: null - mid: 0.07 + mid: 0.14 max: null sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 10.25 + mid: 11.75 max: null x: min: null - mid: 0.07 + mid: 0.18 max: null sqrts: min: 13.729 @@ -181,35 +181,35 @@ bins: max: 22.938 - Q2: min: null - mid: 10.25 + mid: 11.75 max: null x: min: null - mid: 0.1 + mid: 0.225 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 10.25 + mid: 11.75 max: null x: min: null - mid: 0.1 + mid: 0.275 max: null sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 10.25 + mid: 11.75 max: null x: min: null - mid: 0.1 + mid: 0.35 max: null sqrts: min: 13.729 @@ -217,23 +217,23 @@ bins: max: 22.938 - Q2: min: null - mid: 10.25 + mid: 11.75 max: null x: min: null - mid: 0.14 + mid: 0.45 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 10.25 + mid: 11.75 max: null x: min: null - mid: 0.14 + mid: 0.55 max: null sqrts: min: 13.729 @@ -241,23 +241,23 @@ bins: max: 22.938 - Q2: min: null - mid: 10.25 + mid: 13.25 max: null x: min: null - mid: 0.18 + mid: 0.1 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 10.25 + mid: 13.25 max: null x: min: null - mid: 0.18 + mid: 0.14 max: null sqrts: min: 13.729 @@ -265,19 +265,19 @@ bins: max: 22.938 - Q2: min: null - mid: 10.25 + mid: 13.25 max: null x: min: null - mid: 0.225 + mid: 0.18 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 10.25 + mid: 13.25 max: null x: min: null @@ -289,7 +289,7 @@ bins: max: 22.938 - Q2: min: null - mid: 10.25 + mid: 13.25 max: null x: min: null @@ -297,15 +297,15 @@ bins: max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 10.25 + mid: 13.25 max: null x: min: null - mid: 0.275 + mid: 0.35 max: null sqrts: min: 13.729 @@ -313,23 +313,23 @@ bins: max: 22.938 - Q2: min: null - mid: 11.75 + mid: 13.25 max: null x: min: null - mid: 0.1 + mid: 0.45 max: null sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 11.75 + mid: 13.25 max: null x: min: null - mid: 0.1 + mid: 0.55 max: null sqrts: min: 13.729 @@ -337,35 +337,35 @@ bins: max: 22.938 - Q2: min: null - mid: 11.75 + mid: 13.25 max: null x: min: null - mid: 0.14 + mid: 0.65 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 11.75 + mid: 15.0 max: null x: min: null mid: 0.14 max: null sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 11.75 + mid: 15.0 max: null x: min: null - mid: 0.14 + mid: 0.18 max: null sqrts: min: 13.729 @@ -373,35 +373,35 @@ bins: max: 22.938 - Q2: min: null - mid: 11.75 + mid: 15.0 max: null x: min: null - mid: 0.18 + mid: 0.225 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 11.75 + mid: 15.0 max: null x: min: null - mid: 0.18 + mid: 0.275 max: null sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 11.75 + mid: 15.0 max: null x: min: null - mid: 0.18 + mid: 0.35 max: null sqrts: min: 13.729 @@ -409,35 +409,35 @@ bins: max: 22.938 - Q2: min: null - mid: 11.75 + mid: 15.0 max: null x: min: null - mid: 0.225 + mid: 0.45 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 11.75 + mid: 15.0 max: null x: min: null - mid: 0.225 + mid: 0.55 max: null sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 11.75 + mid: 15.0 max: null x: min: null - mid: 0.225 + mid: 0.65 max: null sqrts: min: 13.729 @@ -445,23 +445,23 @@ bins: max: 22.938 - Q2: min: null - mid: 11.75 + mid: 17.0 max: null x: min: null - mid: 0.275 + mid: 0.07 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 11.75 + mid: 17.0 max: null x: min: null - mid: 0.275 + mid: 0.14 max: null sqrts: min: 13.729 @@ -469,23 +469,23 @@ bins: max: 22.938 - Q2: min: null - mid: 11.75 + mid: 17.0 max: null x: min: null - mid: 0.35 + mid: 0.18 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 11.75 + mid: 17.0 max: null x: min: null - mid: 0.35 + mid: 0.225 max: null sqrts: min: 13.729 @@ -493,23 +493,23 @@ bins: max: 22.938 - Q2: min: null - mid: 11.75 + mid: 17.0 max: null x: min: null - mid: 0.45 + mid: 0.275 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 11.75 + mid: 17.0 max: null x: min: null - mid: 0.45 + mid: 0.35 max: null sqrts: min: 13.729 @@ -517,19 +517,19 @@ bins: max: 22.938 - Q2: min: null - mid: 11.75 + mid: 17.0 max: null x: min: null - mid: 0.55 + mid: 0.45 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 11.75 + mid: 17.0 max: null x: min: null @@ -541,23 +541,23 @@ bins: max: 22.938 - Q2: min: null - mid: 13.25 + mid: 17.0 max: null x: min: null - mid: 0.1 + mid: 0.65 max: null sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 13.25 + mid: 19.0 max: null x: min: null - mid: 0.1 + mid: 0.07 max: null sqrts: min: 13.729 @@ -565,35 +565,35 @@ bins: max: 22.938 - Q2: min: null - mid: 13.25 + mid: 19.0 max: null x: min: null - mid: 0.14 + mid: 0.1 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 13.25 + mid: 19.0 max: null x: min: null mid: 0.14 max: null sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 13.25 + mid: 19.0 max: null x: min: null - mid: 0.14 + mid: 0.18 max: null sqrts: min: 13.729 @@ -601,35 +601,35 @@ bins: max: 22.938 - Q2: min: null - mid: 13.25 + mid: 19.0 max: null x: min: null - mid: 0.18 + mid: 0.225 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 13.25 + mid: 19.0 max: null x: min: null - mid: 0.18 + mid: 0.275 max: null sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 13.25 + mid: 19.0 max: null x: min: null - mid: 0.18 + mid: 0.35 max: null sqrts: min: 13.729 @@ -637,35 +637,35 @@ bins: max: 22.938 - Q2: min: null - mid: 13.25 + mid: 19.0 max: null x: min: null - mid: 0.225 + mid: 0.45 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 13.25 + mid: 19.0 max: null x: min: null - mid: 0.225 + mid: 0.55 max: null sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 13.25 + mid: 19.0 max: null x: min: null - mid: 0.225 + mid: 0.65 max: null sqrts: min: 13.729 @@ -673,35 +673,35 @@ bins: max: 22.938 - Q2: min: null - mid: 13.25 + mid: 21.5 max: null x: min: null - mid: 0.275 + mid: 0.1 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 13.25 + mid: 21.5 max: null x: min: null - mid: 0.275 + mid: 0.14 max: null sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 13.25 + mid: 21.5 max: null x: min: null - mid: 0.275 + mid: 0.18 max: null sqrts: min: 13.729 @@ -709,31 +709,31 @@ bins: max: 22.938 - Q2: min: null - mid: 13.25 + mid: 21.5 max: null x: min: null - mid: 0.35 + mid: 0.225 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 13.25 + mid: 21.5 max: null x: min: null - mid: 0.35 + mid: 0.275 max: null sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 13.25 + mid: 21.5 max: null x: min: null @@ -745,7 +745,7 @@ bins: max: 22.938 - Q2: min: null - mid: 13.25 + mid: 21.5 max: null x: min: null @@ -753,27 +753,27 @@ bins: max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 13.25 + mid: 21.5 max: null x: min: null - mid: 0.45 + mid: 0.55 max: null sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 13.25 + mid: 21.5 max: null x: min: null - mid: 0.45 + mid: 0.65 max: null sqrts: min: 13.729 @@ -781,23 +781,23 @@ bins: max: 22.938 - Q2: min: null - mid: 13.25 + mid: 24.5 max: null x: min: null - mid: 0.55 + mid: 0.1 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 13.25 + mid: 24.5 max: null x: min: null - mid: 0.55 + mid: 0.14 max: null sqrts: min: 13.729 @@ -805,23 +805,23 @@ bins: max: 22.938 - Q2: min: null - mid: 13.25 + mid: 24.5 max: null x: min: null - mid: 0.65 + mid: 0.18 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 13.25 + mid: 24.5 max: null x: min: null - mid: 0.65 + mid: 0.225 max: null sqrts: min: 13.729 @@ -829,35 +829,35 @@ bins: max: 22.938 - Q2: min: null - mid: 15.0 + mid: 24.5 max: null x: min: null - mid: 0.14 + mid: 0.275 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 15.0 + mid: 24.5 max: null x: min: null - mid: 0.14 + mid: 0.35 max: null sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 15.0 + mid: 24.5 max: null x: min: null - mid: 0.14 + mid: 0.45 max: null sqrts: min: 13.729 @@ -865,35 +865,35 @@ bins: max: 22.938 - Q2: min: null - mid: 15.0 + mid: 24.5 max: null x: min: null - mid: 0.18 + mid: 0.55 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 15.0 + mid: 24.5 max: null x: min: null - mid: 0.18 + mid: 0.65 max: null sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 15.0 + mid: 24.5 max: null x: min: null - mid: 0.18 + mid: 0.75 max: null sqrts: min: 13.729 @@ -901,31 +901,31 @@ bins: max: 22.938 - Q2: min: null - mid: 15.0 + mid: 28.0 max: null x: min: null - mid: 0.225 + mid: 0.14 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 15.0 + mid: 28.0 max: null x: min: null - mid: 0.225 + mid: 0.18 max: null sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 15.0 + mid: 28.0 max: null x: min: null @@ -937,7 +937,7 @@ bins: max: 22.938 - Q2: min: null - mid: 15.0 + mid: 28.0 max: null x: min: null @@ -945,27 +945,27 @@ bins: max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 15.0 + mid: 28.0 max: null x: min: null - mid: 0.275 + mid: 0.35 max: null sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 15.0 + mid: 28.0 max: null x: min: null - mid: 0.275 + mid: 0.45 max: null sqrts: min: 13.729 @@ -973,35 +973,35 @@ bins: max: 22.938 - Q2: min: null - mid: 15.0 + mid: 28.0 max: null x: min: null - mid: 0.35 + mid: 0.55 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 15.0 + mid: 28.0 max: null x: min: null - mid: 0.35 + mid: 0.65 max: null sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 15.0 + mid: 28.0 max: null x: min: null - mid: 0.35 + mid: 0.75 max: null sqrts: min: 13.729 @@ -1009,35 +1009,35 @@ bins: max: 22.938 - Q2: min: null - mid: 15.0 + mid: 32.5 max: null x: min: null - mid: 0.45 + mid: 0.1 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 15.0 + mid: 32.5 max: null x: min: null - mid: 0.45 + mid: 0.14 max: null sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 15.0 + mid: 32.5 max: null x: min: null - mid: 0.45 + mid: 0.18 max: null sqrts: min: 13.729 @@ -1045,35 +1045,35 @@ bins: max: 22.938 - Q2: min: null - mid: 15.0 + mid: 32.5 max: null x: min: null - mid: 0.55 + mid: 0.225 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 15.0 + mid: 32.5 max: null x: min: null - mid: 0.55 + mid: 0.275 max: null sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 15.0 + mid: 32.5 max: null x: min: null - mid: 0.55 + mid: 0.35 max: null sqrts: min: 13.729 @@ -1081,23 +1081,23 @@ bins: max: 22.938 - Q2: min: null - mid: 15.0 + mid: 32.5 max: null x: min: null - mid: 0.65 + mid: 0.45 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 15.0 + mid: 32.5 max: null x: min: null - mid: 0.65 + mid: 0.55 max: null sqrts: min: 13.729 @@ -1105,11 +1105,11 @@ bins: max: 22.938 - Q2: min: null - mid: 17.0 + mid: 32.5 max: null x: min: null - mid: 0.07 + mid: 0.65 max: null sqrts: min: 13.729 @@ -1117,31 +1117,31 @@ bins: max: 22.938 - Q2: min: null - mid: 17.0 + mid: 32.5 max: null x: min: null - mid: 0.07 + mid: 0.75 max: null sqrts: - min: 19.393 - mid: 19.393 - max: 19.393 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 17.0 + mid: 37.5 max: null x: min: null - mid: 0.14 + mid: 0.1 max: null sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 17.0 + mid: 37.5 max: null x: min: null @@ -1153,7 +1153,7 @@ bins: max: 22.938 - Q2: min: null - mid: 17.0 + mid: 37.5 max: null x: min: null @@ -1161,27 +1161,27 @@ bins: max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 17.0 + mid: 37.5 max: null x: min: null - mid: 0.18 + mid: 0.225 max: null sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 17.0 + mid: 37.5 max: null x: min: null - mid: 0.18 + mid: 0.275 max: null sqrts: min: 13.729 @@ -1189,35 +1189,23 @@ bins: max: 22.938 - Q2: min: null - mid: 17.0 + mid: 37.5 max: null x: min: null - mid: 0.225 + mid: 0.35 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 17.0 + mid: 37.5 max: null x: min: null - mid: 0.225 - max: null - sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 -- Q2: - min: null - mid: 17.0 - max: null - x: - min: null - mid: 0.225 + mid: 0.45 max: null sqrts: min: 13.729 @@ -1225,35 +1213,23 @@ bins: max: 22.938 - Q2: min: null - mid: 17.0 + mid: 37.5 max: null x: min: null - mid: 0.275 + mid: 0.55 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 -- Q2: - min: null - mid: 17.0 - max: null - x: - min: null - mid: 0.275 - max: null - sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 17.0 + mid: 37.5 max: null x: min: null - mid: 0.275 + mid: 0.65 max: null sqrts: min: 13.729 @@ -1261,35 +1237,23 @@ bins: max: 22.938 - Q2: min: null - mid: 17.0 + mid: 37.5 max: null x: min: null - mid: 0.35 + mid: 0.75 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 -- Q2: - min: null - mid: 17.0 - max: null - x: - min: null - mid: 0.35 - max: null - sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 17.0 + mid: 43.0 max: null x: min: null - mid: 0.35 + mid: 0.14 max: null sqrts: min: 13.729 @@ -1297,35 +1261,23 @@ bins: max: 22.938 - Q2: min: null - mid: 17.0 + mid: 43.0 max: null x: min: null - mid: 0.45 + mid: 0.18 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 -- Q2: - min: null - mid: 17.0 - max: null - x: - min: null - mid: 0.45 - max: null - sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 17.0 + mid: 43.0 max: null x: min: null - mid: 0.45 + mid: 0.225 max: null sqrts: min: 13.729 @@ -1333,35 +1285,23 @@ bins: max: 22.938 - Q2: min: null - mid: 17.0 + mid: 43.0 max: null x: min: null - mid: 0.55 + mid: 0.275 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 -- Q2: - min: null - mid: 17.0 - max: null - x: - min: null - mid: 0.55 - max: null - sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 17.0 + mid: 43.0 max: null x: min: null - mid: 0.55 + mid: 0.35 max: null sqrts: min: 13.729 @@ -1369,35 +1309,23 @@ bins: max: 22.938 - Q2: min: null - mid: 17.0 + mid: 43.0 max: null x: min: null - mid: 0.65 + mid: 0.45 max: null sqrts: min: 13.729 - mid: 13.729 - max: 13.729 -- Q2: - min: null - mid: 17.0 - max: null - x: - min: null - mid: 0.65 - max: null - sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 17.0 + mid: 43.0 max: null x: min: null - mid: 0.65 + mid: 0.55 max: null sqrts: min: 13.729 @@ -1405,11 +1333,11 @@ bins: max: 22.938 - Q2: min: null - mid: 19.0 + mid: 43.0 max: null x: min: null - mid: 0.07 + mid: 0.65 max: null sqrts: min: 13.729 @@ -1417,23 +1345,11 @@ bins: max: 22.938 - Q2: min: null - mid: 19.0 - max: null - x: - min: null - mid: 0.07 - max: null - sqrts: - min: 19.393 - mid: 19.393 - max: 19.393 -- Q2: - min: null - mid: 19.0 + mid: 43.0 max: null x: min: null - mid: 0.1 + mid: 0.75 max: null sqrts: min: 13.729 @@ -1441,31 +1357,7 @@ bins: max: 22.938 - Q2: min: null - mid: 19.0 - max: null - x: - min: null - mid: 0.1 - max: null - sqrts: - min: 19.393 - mid: 19.393 - max: 19.393 -- Q2: - min: null - mid: 19.0 - max: null - x: - min: null - mid: 0.14 - max: null - sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 -- Q2: - min: null - mid: 19.0 + mid: 49.5 max: null x: min: null @@ -1477,19 +1369,7 @@ bins: max: 22.938 - Q2: min: null - mid: 19.0 - max: null - x: - min: null - mid: 0.18 - max: null - sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 -- Q2: - min: null - mid: 19.0 + mid: 49.5 max: null x: min: null @@ -1501,31 +1381,7 @@ bins: max: 22.938 - Q2: min: null - mid: 19.0 - max: null - x: - min: null - mid: 0.225 - max: null - sqrts: - min: 13.729 - mid: 13.729 - max: 13.729 -- Q2: - min: null - mid: 19.0 - max: null - x: - min: null - mid: 0.225 - max: null - sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 -- Q2: - min: null - mid: 19.0 + mid: 49.5 max: null x: min: null @@ -1537,31 +1393,7 @@ bins: max: 22.938 - Q2: min: null - mid: 19.0 - max: null - x: - min: null - mid: 0.275 - max: null - sqrts: - min: 13.729 - mid: 13.729 - max: 13.729 -- Q2: - min: null - mid: 19.0 - max: null - x: - min: null - mid: 0.275 - max: null - sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 -- Q2: - min: null - mid: 19.0 + mid: 49.5 max: null x: min: null @@ -1573,31 +1405,7 @@ bins: max: 22.938 - Q2: min: null - mid: 19.0 - max: null - x: - min: null - mid: 0.35 - max: null - sqrts: - min: 13.729 - mid: 13.729 - max: 13.729 -- Q2: - min: null - mid: 19.0 - max: null - x: - min: null - mid: 0.35 - max: null - sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 -- Q2: - min: null - mid: 19.0 + mid: 49.5 max: null x: min: null @@ -1609,31 +1417,7 @@ bins: max: 22.938 - Q2: min: null - mid: 19.0 - max: null - x: - min: null - mid: 0.45 - max: null - sqrts: - min: 13.729 - mid: 13.729 - max: 13.729 -- Q2: - min: null - mid: 19.0 - max: null - x: - min: null - mid: 0.45 - max: null - sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 -- Q2: - min: null - mid: 19.0 + mid: 49.5 max: null x: min: null @@ -1645,3515 +1429,11 @@ bins: max: 22.938 - Q2: min: null - mid: 19.0 - max: null - x: - min: null - mid: 0.55 - max: null - sqrts: - min: 13.729 - mid: 13.729 - max: 13.729 -- Q2: - min: null - mid: 19.0 - max: null - x: - min: null - mid: 0.55 - max: null - sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 -- Q2: - min: null - mid: 19.0 - max: null - x: - min: null - mid: 0.55 - max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 -- Q2: - min: null - mid: 19.0 - max: null - x: - min: null - mid: 0.65 - max: null - sqrts: - min: 13.729 - mid: 13.729 - max: 13.729 -- Q2: - min: null - mid: 19.0 - max: null - x: - min: null - mid: 0.65 - max: null - sqrts: - min: 15.034 - 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x: - min: null - mid: 0.65 - max: null - sqrts: - min: 13.729 - mid: 13.729 - max: 13.729 -- Q2: - min: null - mid: 49.5 - max: null - x: - min: null - mid: 0.65 - max: null - sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 -- Q2: - min: null - mid: 49.5 - max: null - x: - min: null - mid: 0.65 - max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 -- Q2: - min: null - mid: 49.5 - max: null - x: - min: null - mid: 0.65 - max: null - sqrts: - min: 19.393 - mid: 19.393 - max: 19.393 -- Q2: - min: null - mid: 49.5 - max: null - x: - min: null - mid: 0.75 - max: null - sqrts: - min: 13.729 - mid: 13.729 - max: 13.729 -- Q2: - min: null - mid: 49.5 - max: null - x: - min: null - mid: 0.75 - max: null - sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 -- Q2: - min: null - mid: 49.5 - max: null - x: - min: null - mid: 0.75 - max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 -- Q2: - min: null - mid: 49.5 - max: null - x: - min: null - mid: 0.75 - max: null - sqrts: - min: 19.393 - 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max: 13.729 -- Q2: - min: null - mid: 75.0 - max: null - x: - min: null - mid: 0.75 - max: null - sqrts: - min: 15.034 - mid: 15.034 - max: 15.034 -- Q2: - min: null - mid: 75.0 - max: null - x: - min: null - mid: 0.75 - max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 -- Q2: - min: null - mid: 75.0 - max: null - x: - min: null - mid: 0.75 - max: null - sqrts: - min: 19.393 - mid: 19.393 - max: 19.393 -- Q2: - min: null - mid: 86.0 - max: null - x: - min: null - mid: 0.225 - max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 -- Q2: - min: null - mid: 86.0 - max: null - x: - min: null - mid: 0.225 - max: null - sqrts: - min: 22.938 - mid: 22.938 - max: 22.938 -- Q2: - min: null - mid: 86.0 + mid: 49.5 max: null x: min: null - mid: 0.275 + mid: 0.55 max: null sqrts: min: 13.729 @@ -5161,23 +1441,23 @@ bins: max: 22.938 - Q2: min: null - mid: 86.0 + mid: 49.5 max: null x: min: null - mid: 0.275 + mid: 0.65 max: null sqrts: - min: 22.938 - mid: 22.938 + min: 13.729 + mid: 18.3335 max: 22.938 - 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min: 15.034 - mid: 15.034 - max: 15.034 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 86.0 + mid: 65.5 max: null x: min: null - mid: 0.75 + mid: 0.275 max: null sqrts: min: 13.729 @@ -5329,23 +1609,23 @@ bins: max: 22.938 - Q2: min: null - mid: 86.0 + mid: 65.5 max: null x: min: null - mid: 0.75 + mid: 0.35 max: null sqrts: - min: 19.393 - mid: 19.393 - max: 19.393 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 99.0 + mid: 65.5 max: null x: min: null - mid: 0.275 + mid: 0.45 max: null sqrts: min: 13.729 @@ -5353,23 +1633,23 @@ bins: max: 22.938 - Q2: min: null - mid: 99.0 + mid: 65.5 max: null x: min: null - mid: 0.275 + mid: 0.55 max: null sqrts: - min: 22.938 - mid: 22.938 + min: 13.729 + mid: 18.3335 max: 22.938 - Q2: min: null - mid: 99.0 + mid: 65.5 max: null x: min: null - mid: 0.35 + mid: 0.65 max: null sqrts: min: 13.729 @@ -5377,35 +1657,35 @@ bins: max: 22.938 - Q2: min: null - mid: 99.0 + mid: 65.5 max: null x: min: null - mid: 0.35 + mid: 0.75 max: null sqrts: - min: 19.393 - mid: 19.393 - max: 19.393 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 99.0 + mid: 75.0 max: null x: min: null - mid: 0.35 + mid: 0.225 max: null sqrts: - min: 22.938 - mid: 22.938 + min: 13.729 + mid: 18.3335 max: 22.938 - Q2: min: null - mid: 99.0 + mid: 75.0 max: null x: min: null - mid: 0.45 + mid: 0.275 max: null sqrts: min: 13.729 @@ -5413,23 +1693,23 @@ bins: max: 22.938 - Q2: min: null - mid: 99.0 + mid: 75.0 max: null x: min: null - mid: 0.45 + mid: 0.35 max: null sqrts: - min: 19.393 - mid: 19.393 - max: 19.393 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 99.0 + mid: 75.0 max: null x: min: null - mid: 0.55 + mid: 0.45 max: null sqrts: min: 13.729 @@ -5437,35 +1717,35 @@ bins: max: 22.938 - Q2: min: null - mid: 99.0 + mid: 75.0 max: null x: min: null mid: 0.55 max: null sqrts: - min: 19.393 - mid: 19.393 - max: 19.393 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 99.0 + mid: 75.0 max: null x: min: null mid: 0.65 max: null sqrts: - 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mid: 0.275 + mid: 0.55 max: null sqrts: min: 13.729 @@ -5533,23 +1813,23 @@ bins: max: 22.938 - Q2: min: null - mid: 115.5 + mid: 86.0 max: null x: min: null - mid: 0.275 + mid: 0.65 max: null sqrts: - min: 22.938 - mid: 22.938 + min: 13.729 + mid: 18.3335 max: 22.938 - Q2: min: null - mid: 115.5 + mid: 86.0 max: null x: min: null - mid: 0.35 + mid: 0.75 max: null sqrts: min: 13.729 @@ -5557,23 +1837,23 @@ bins: max: 22.938 - Q2: min: null - mid: 115.5 + mid: 99.0 max: null x: min: null - mid: 0.35 + mid: 0.275 max: null sqrts: - min: 22.938 - mid: 22.938 + min: 13.729 + mid: 18.3335 max: 22.938 - Q2: min: null - mid: 115.5 + mid: 99.0 max: null x: min: null - mid: 0.45 + mid: 0.35 max: null sqrts: min: 13.729 @@ -5581,19 +1861,19 @@ bins: max: 22.938 - Q2: min: null - mid: 115.5 + mid: 99.0 max: null x: min: null mid: 0.45 max: null sqrts: - min: 19.393 - mid: 19.393 - max: 19.393 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 115.5 + mid: 99.0 max: null x: min: null @@ -5605,23 +1885,23 @@ bins: max: 22.938 - Q2: min: null - mid: 115.5 + mid: 99.0 max: null x: min: null - mid: 0.55 + mid: 0.65 max: null sqrts: - min: 19.393 - mid: 19.393 - max: 19.393 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 115.5 + mid: 99.0 max: null x: min: null - mid: 0.65 + mid: 0.75 max: null sqrts: min: 13.729 @@ -5633,19 +1913,19 @@ bins: max: null x: min: null - mid: 0.65 + mid: 0.275 max: null sqrts: - min: 19.393 - mid: 19.393 - max: 19.393 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null mid: 115.5 max: null x: min: null - mid: 0.75 + mid: 0.35 max: null sqrts: min: 13.729 @@ -5657,19 +1937,19 @@ bins: max: null x: min: null - mid: 0.75 + mid: 0.45 max: null sqrts: - min: 19.393 - mid: 19.393 - max: 19.393 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null - mid: 137.5 + mid: 115.5 max: null x: min: null - mid: 0.35 + mid: 0.55 max: null sqrts: min: 13.729 @@ -5677,23 +1957,23 @@ bins: max: 22.938 - Q2: min: null - mid: 137.5 + mid: 115.5 max: null x: min: null - mid: 0.35 + mid: 0.65 max: null sqrts: - min: 22.938 - mid: 22.938 + min: 13.729 + mid: 18.3335 max: 22.938 - Q2: min: null - mid: 137.5 + mid: 115.5 max: null x: min: null - mid: 0.45 + mid: 0.75 max: null sqrts: min: 13.729 @@ -5705,7 +1985,7 @@ bins: max: null x: min: null - mid: 0.55 + mid: 0.35 max: null sqrts: min: 13.729 @@ -5717,19 +1997,19 @@ bins: max: null x: min: null - mid: 0.55 + mid: 0.45 max: null sqrts: - min: 19.393 - mid: 19.393 - max: 19.393 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null mid: 137.5 max: null x: min: null - mid: 0.65 + mid: 0.55 max: null sqrts: min: 13.729 @@ -5743,18 +2023,6 @@ bins: min: null mid: 0.65 max: null - sqrts: - min: 19.393 - mid: 19.393 - max: 19.393 -- Q2: - min: null - mid: 137.5 - max: null - x: - min: null - mid: 0.75 - max: null sqrts: min: 13.729 mid: 18.3335 @@ -5768,9 +2036,9 @@ bins: mid: 0.75 max: null sqrts: - min: 19.393 - mid: 19.393 - max: 19.393 + min: 13.729 + mid: 18.3335 + max: 22.938 - Q2: min: null mid: 175.0 diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml index 89df903a93..54bcd9d04a 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml @@ -1,6 +1,6 @@ setname: BCDMS_NC_NOTFIXED_P_HEPDATA version: 1 -version_comment: Hepdata implementation of F2(R(QCD)) +version_comment: Hepdata implementation of F2(R(QCD)) and F2(R=0) proton, averaged on $\sqrt{s}$ nnpdf_metadata: nnpdf31_process: DIS NC experiment: BCDMS @@ -20,12 +20,11 @@ implemented_observables: label: BCDMS $p$ units: '' process_type: DIS_F2P - tables: [100,104,15, 19, 23, 38, 42, 57, 61, 65, 80, 84, 88, 101,105,16, 20, 35, 39, 43, 58, 62, 66, 81, 85, 89, 102,13, 17, 21, 36, 40, 44, 59, 63, 67, 82] + tables: [2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23] npoints: [] - ndata: 488 - data_uncertainties: - - uncertainties.yaml - data_central: data.yaml + ndata: 177 + data_uncertainties: [] + data_central: data_rqcd.yaml kinematic_coverage: - x - Q2 @@ -65,3 +64,12 @@ implemented_observables: operation: 'NULL' FK_tables: - - BCDMS_NC_HEPDATA_P_F2 + variants: + rzero: + data_uncertainties: + - uncertainties_rzero.yaml + data_central: data_rzero.yaml + rqcd: + data_uncertainties: + - uncertainties_rqcd.yaml + data_central: data_rqcd.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table10.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table10.csv new file mode 100644 index 0000000000..9086e1593c --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table10.csv @@ -0,0 +1,36 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t10 +#: name: Table 10 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE ZERO. + +#: data_file: Table10.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729-22.938 +#: P [GEV],100. TO 280. +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729-22.938 +#: X,0.55 +Q**2 [GEV**2],F2(R=0),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +11.75,0.09286,0.00316,-0.00316,0.0039,-0.0039,3.0%,-3.0% +13.25,0.08784,0.00329,-0.00329,0.00317,-0.00317,3.0%,-3.0% +15.0,0.08803,0.0024,-0.0024,0.00307,-0.00307,3.0%,-3.0% +17.0,0.08272,0.00235,-0.00235,0.00256,-0.00256,3.0%,-3.0% +19.0,0.08548,0.0026,-0.0026,0.00225,-0.00225,3.0%,-3.0% +21.5,0.08376,0.00228,-0.00228,0.00197,-0.00197,3.0%,-3.0% +24.5,0.08632,0.00186,-0.00186,0.00171,-0.00171,3.0%,-3.0% +28.0,0.08123,0.0015,-0.0015,0.00151,-0.00151,3.0%,-3.0% +32.5,0.08018,0.00126,-0.00126,0.0018,-0.0018,3.0%,-3.0% +37.5,0.07995,0.00138,-0.00138,0.00152,-0.00152,3.0%,-3.0% +43.0,0.07659,0.00105,-0.00105,0.00151,-0.00151,3.0%,-3.0% +49.5,0.07634,0.00106,-0.00106,0.00133,-0.00133,3.0%,-3.0% +57.0,0.07501,0.00104,-0.00104,0.00116,-0.00116,3.0%,-3.0% +65.5,0.07039,0.00106,-0.00106,0.00094,-0.00094,3.0%,-3.0% +75.0,0.07081,0.00125,-0.00125,0.0009,-0.0009,3.0%,-3.0% +86.0,0.07083,0.0014,-0.0014,0.00087,-0.00087,3.0%,-3.0% +99.0,0.06773,0.00153,-0.00153,0.00074,-0.00074,3.0%,-3.0% +115.5,0.066,0.00151,-0.00151,0.00066,-0.00066,3.0%,-3.0% +137.5,0.06734,0.00168,-0.00168,0.00059,-0.00059,3.0%,-3.0% +175.0,0.0599,0.00273,-0.00273,0.00059,-0.00059,3.0%,-3.0% +230.0,0.06091,0.00366,-0.00366,0.0005,-0.0005,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table100.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table100.csv deleted file mode 100644 index bcfc947db1..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table100.csv +++ /dev/null @@ -1,17 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t100 -#: name: Table 100 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table100.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 22.938 -#: P [GeV],280.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],22.938 -#: X,0.1 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -32.5,0.40558,0.00572,-0.00572,0.00261,-0.00261,3.0%,-3.0% -37.5,0.40695,0.00651,-0.00651,0.00197,-0.00197,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table101.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table101.csv deleted file mode 100644 index c887a27d26..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table101.csv +++ /dev/null @@ -1,19 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t101 -#: name: Table 101 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table101.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 22.938 -#: P [GeV],280.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],22.938 -#: X,0.14 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -37.5,0.37701,0.00661,-0.00661,0.00169,-0.00169,3.0%,-3.0% -43.0,0.37628,0.00655,-0.00655,0.00155,-0.00155,3.0%,-3.0% -49.5,0.3642,0.00675,-0.00675,0.00149,-0.00149,3.0%,-3.0% -57.0,0.38075,0.00825,-0.00825,0.00147,-0.00147,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table102.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table102.csv deleted file mode 100644 index 1b9439d9cb..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table102.csv +++ /dev/null @@ -1,20 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t102 -#: name: Table 102 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table102.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 22.938 -#: P [GeV],280.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],22.938 -#: X,0.18 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -37.5,0.34807,0.00699,-0.00699,0.00141,-0.00141,3.0%,-3.0% -43.0,0.36142,0.00699,-0.00699,0.00125,-0.00125,3.0%,-3.0% -49.5,0.3402,0.00713,-0.00713,0.00123,-0.00123,3.0%,-3.0% -57.0,0.34527,0.00481,-0.00481,0.00082,-0.00082,3.0%,-3.0% -65.5,0.34112,0.00513,-0.00513,0.00081,-0.00081,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table103.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table103.csv deleted file mode 100644 index 1239298c87..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table103.csv +++ /dev/null @@ -1,22 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t103 -#: name: Table 103 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table103.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 22.938 -#: P [GeV],280.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],22.938 -#: X,0.225 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -37.5,0.3128,0.0066,-0.0066,0.00141,-0.00141,3.0%,-3.0% -43.0,0.30989,0.00633,-0.00633,0.00128,-0.00128,3.0%,-3.0% -49.5,0.31821,0.00662,-0.00662,0.0011,-0.0011,3.0%,-3.0% -57.0,0.31194,0.00438,-0.00438,0.00067,-0.00067,3.0%,-3.0% -65.5,0.31557,0.00474,-0.00474,0.00075,-0.00075,3.0%,-3.0% -75.0,0.30609,0.00505,-0.00505,0.00064,-0.00064,3.0%,-3.0% -86.0,0.30722,0.00542,-0.00542,0.00069,-0.00069,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table104.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table104.csv deleted file mode 100644 index 6e9a0db1e2..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table104.csv +++ /dev/null @@ -1,24 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t104 -#: name: Table 104 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table104.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 22.938 -#: P [GeV],280.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],22.938 -#: X,0.275 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -37.5,0.27435,0.00705,-0.00705,0.00105,-0.00105,3.0%,-3.0% -43.0,0.27909,0.0066,-0.0066,0.00094,-0.00094,3.0%,-3.0% -49.5,0.2672,0.00659,-0.00659,0.00101,-0.00101,3.0%,-3.0% -57.0,0.2758,0.00461,-0.00461,0.00098,-0.00098,3.0%,-3.0% -65.5,0.26187,0.00473,-0.00473,0.00081,-0.00081,3.0%,-3.0% -75.0,0.27649,0.00521,-0.00521,0.00087,-0.00087,3.0%,-3.0% -86.0,0.26182,0.00512,-0.00512,0.00045,-0.00045,3.0%,-3.0% -99.0,0.26097,0.00637,-0.00637,0.00045,-0.00045,3.0%,-3.0% -115.5,0.26278,0.00704,-0.00704,0.00046,-0.00046,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table105.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table105.csv deleted file mode 100644 index 9d97d349fe..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table105.csv +++ /dev/null @@ -1,24 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t105 -#: name: Table 105 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table105.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 22.938 -#: P [GeV],280.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],22.938 -#: X,0.35 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -43.0,0.20778,0.00472,-0.00472,0.00091,-0.00091,3.0%,-3.0% -49.5,0.21507,0.00481,-0.00481,0.0008,-0.0008,3.0%,-3.0% -57.0,0.21277,0.0033,-0.0033,0.00075,-0.00075,3.0%,-3.0% -65.5,0.20136,0.00334,-0.00334,0.00062,-0.00062,3.0%,-3.0% -75.0,0.20997,0.00361,-0.00361,0.00056,-0.00056,3.0%,-3.0% -86.0,0.20664,0.00359,-0.00359,0.00073,-0.00073,3.0%,-3.0% -99.0,0.20421,0.00377,-0.00377,0.00062,-0.00062,3.0%,-3.0% -115.5,0.20511,0.00444,-0.00444,0.00041,-0.00041,3.0%,-3.0% -137.5,0.20266,0.00477,-0.00477,0.00041,-0.00041,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table11.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table11.csv new file mode 100644 index 0000000000..a2b9055dbc --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table11.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t11 +#: name: Table 11 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE ZERO. + +#: data_file: Table11.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729-22.938 +#: P [GEV],100. TO 280. +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729-22.938 +#: X,0.65 +Q**2 [GEV**2],F2(R=0),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +13.25,0.04389,0.00187,-0.00187,0.0048,-0.0048,3.0%,-3.0% +15.0,0.04264,0.00166,-0.00166,0.00404,-0.00404,3.0%,-3.0% +17.0,0.04143,0.0014,-0.0014,0.00369,-0.00369,3.0%,-3.0% +19.0,0.04204,0.00152,-0.00152,0.00324,-0.00324,3.0%,-3.0% +21.5,0.04048,0.00138,-0.00138,0.00274,-0.00274,3.0%,-3.0% +24.5,0.04015,0.00107,-0.00107,0.00206,-0.00206,3.0%,-3.0% +28.0,0.03829,0.00107,-0.00107,0.00175,-0.00175,3.0%,-3.0% +32.5,0.03738,0.00077,-0.00077,0.00206,-0.00206,3.0%,-3.0% +37.5,0.03653,0.00087,-0.00087,0.00185,-0.00185,3.0%,-3.0% +43.0,0.03545,0.00066,-0.00066,0.00182,-0.00182,3.0%,-3.0% +49.5,0.03474,0.00066,-0.00066,0.00159,-0.00159,3.0%,-3.0% +57.0,0.03307,0.00064,-0.00064,0.00133,-0.00133,3.0%,-3.0% +65.5,0.03198,0.00068,-0.00068,0.00107,-0.00107,3.0%,-3.0% +75.0,0.03212,0.00075,-0.00075,0.00092,-0.00092,3.0%,-3.0% +86.0,0.03227,0.00092,-0.00092,0.00087,-0.00087,3.0%,-3.0% +99.0,0.03151,0.00097,-0.00097,0.00076,-0.00076,3.0%,-3.0% +115.5,0.02861,0.001,-0.001,0.00061,-0.00061,3.0%,-3.0% +137.5,0.02878,0.00112,-0.00112,0.00048,-0.00048,3.0%,-3.0% +175.0,0.02724,0.00189,-0.00189,0.00052,-0.00052,3.0%,-3.0% +230.0,0.02965,0.00248,-0.00248,0.00047,-0.00047,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table12.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table12.csv new file mode 100644 index 0000000000..866571b8ce --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table12.csv @@ -0,0 +1,30 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t12 +#: name: Table 12 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE ZERO. + +#: data_file: Table12.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729-22.938 +#: P [GEV],100. TO 280. +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729-22.938 +#: X,0.75 +Q**2 [GEV**2],F2(R=0),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +24.5,0.01357,0.00064,-0.00064,0.00166,-0.00166,3.0%,-3.0% +28.0,0.01365,0.00068,-0.00068,0.00156,-0.00156,3.0%,-3.0% +32.5,0.01319,0.00049,-0.00049,0.0013,-0.0013,3.0%,-3.0% +37.5,0.0118,0.00056,-0.00056,0.001,-0.001,3.0%,-3.0% +43.0,0.01222,0.00034,-0.00034,0.00149,-0.00149,3.0%,-3.0% +49.5,0.01164,0.00036,-0.00036,0.00126,-0.00126,3.0%,-3.0% +57.0,0.01113,0.00035,-0.00035,0.00125,-0.00125,3.0%,-3.0% +65.5,0.01083,0.00039,-0.00039,0.00104,-0.00104,3.0%,-3.0% +75.0,0.0109,0.00042,-0.00042,0.00094,-0.00094,3.0%,-3.0% +86.0,0.00991,0.00046,-0.00046,0.00083,-0.00083,3.0%,-3.0% +99.0,0.00918,0.00048,-0.00048,0.00064,-0.00064,3.0%,-3.0% +115.5,0.00819,0.00051,-0.00051,0.00054,-0.00054,3.0%,-3.0% +137.5,0.00909,0.00057,-0.00057,0.00048,-0.00048,3.0%,-3.0% +175.0,0.00832,0.00098,-0.00098,0.00043,-0.00043,3.0%,-3.0% +230.0,0.00798,0.0013,-0.0013,0.00028,-0.00028,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table2.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table2.csv new file mode 100644 index 0000000000..84a1964fd5 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table2.csv @@ -0,0 +1,20 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t2 +#: name: Table 2 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE ZERO. + +#: data_file: Table2.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729-22.938 +#: P [GEV],100. TO 280. +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729-22.938 +#: X,0.07 +Q**2 [GEV**2],F2(R=0),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +7.5,0.38934,0.006,-0.006,0.00714,-0.00714,3.0%,-3.0% +8.75,0.37713,0.00388,-0.00388,0.00762,-0.00762,3.0%,-3.0% +10.25,0.37381,0.00596,-0.00596,0.00747,-0.00747,3.0%,-3.0% +17.0,0.39928,0.00521,-0.00521,0.00663,-0.00663,3.0%,-3.0% +19.0,0.39989,0.00527,-0.00527,0.00669,-0.00669,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table3.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table3.csv new file mode 100644 index 0000000000..6e4e27f3c5 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table3.csv @@ -0,0 +1,25 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t3 +#: name: Table 3 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE ZERO. + +#: data_file: Table3.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729-22.938 +#: P [GEV],100. TO 280. +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729-22.938 +#: X,0.1 +Q**2 [GEV**2],F2(R=0),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +7.5,0.38055,0.00424,-0.00424,0.0048,-0.0048,3.0%,-3.0% +8.75,0.38347,0.00351,-0.00351,0.00525,-0.00525,3.0%,-3.0% +10.25,0.38249,0.00284,-0.00284,0.00506,-0.00506,3.0%,-3.0% +11.75,0.38341,0.00476,-0.00476,0.00506,-0.00506,3.0%,-3.0% +13.25,0.38291,0.00516,-0.00516,0.00471,-0.00471,3.0%,-3.0% +19.0,0.39548,0.00407,-0.00407,0.00345,-0.00345,3.0%,-3.0% +21.5,0.39338,0.00317,-0.00317,0.00386,-0.00386,3.0%,-3.0% +24.5,0.39402,0.00339,-0.00339,0.00327,-0.00327,3.0%,-3.0% +32.5,0.39629,0.00559,-0.00559,0.00442,-0.00442,3.0%,-3.0% +37.5,0.39408,0.0063,-0.0063,0.00329,-0.00329,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table35.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table35.csv deleted file mode 100644 index 07fb87eb1a..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table35.csv +++ /dev/null @@ -1,17 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t35 -#: name: Table 35 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table35.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 13.729 -#: P [GeV],100.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],13.729 -#: X,0.07 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -7.5,0.40205,0.0062,-0.0062,0.00425,-0.00425,3.0%,-3.0% -8.75,0.39363,0.00545,-0.00545,0.0051,-0.0051,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table36.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table36.csv deleted file mode 100644 index 6a2072a1a4..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table36.csv +++ /dev/null @@ -1,18 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t36 -#: name: Table 36 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table36.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 13.729 -#: P [GeV],100.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],13.729 -#: X,0.1 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -7.5,0.38468,0.00429,-0.00429,0.0028,-0.0028,3.0%,-3.0% -8.75,0.38926,0.00356,-0.00356,0.00307,-0.00307,3.0%,-3.0% -10.25,0.38772,0.0037,-0.0037,0.00304,-0.00304,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table37.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table37.csv deleted file mode 100644 index 25927be60a..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table37.csv +++ /dev/null @@ -1,20 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t37 -#: name: Table 37 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table37.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 13.729 -#: P [GeV],100.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],13.729 -#: X,0.14 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -8.75,0.37768,0.00392,-0.00392,0.00248,-0.00248,3.0%,-3.0% -10.25,0.37965,0.00399,-0.00399,0.0026,-0.0026,3.0%,-3.0% -11.75,0.37641,0.00434,-0.00434,0.00265,-0.00265,3.0%,-3.0% -13.25,0.37062,0.00474,-0.00474,0.00231,-0.00231,3.0%,-3.0% -15.0,0.37847,0.00489,-0.00489,0.00254,-0.00254,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table38.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table38.csv deleted file mode 100644 index cceb214d60..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table38.csv +++ /dev/null @@ -1,21 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t38 -#: name: Table 38 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table38.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 13.729 -#: P [GeV],100.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],13.729 -#: X,0.18 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -8.75,0.36886,0.0049,-0.0049,0.00274,-0.00274,3.0%,-3.0% -10.25,0.36592,0.00476,-0.00476,0.00237,-0.00237,3.0%,-3.0% -11.75,0.3667,0.00503,-0.00503,0.0024,-0.0024,3.0%,-3.0% -13.25,0.36497,0.00537,-0.00537,0.00254,-0.00254,3.0%,-3.0% -15.0,0.36523,0.00525,-0.00525,0.00233,-0.00233,3.0%,-3.0% -17.0,0.35727,0.00577,-0.00577,0.0022,-0.0022,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table39.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table39.csv deleted file mode 100644 index 5bc3115b56..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table39.csv +++ /dev/null @@ -1,24 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t39 -#: name: Table 39 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table39.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 13.729 -#: P [GeV],100.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],13.729 -#: X,0.225 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -10.25,0.3412,0.00482,-0.00482,0.00229,-0.00229,3.0%,-3.0% -11.75,0.34635,0.00502,-0.00502,0.00224,-0.00224,3.0%,-3.0% -13.25,0.33805,0.00522,-0.00522,0.00215,-0.00215,3.0%,-3.0% -15.0,0.33659,0.00492,-0.00492,0.00214,-0.00214,3.0%,-3.0% -17.0,0.32138,0.00525,-0.00525,0.00198,-0.00198,3.0%,-3.0% -19.0,0.32395,0.00582,-0.00582,0.0021,-0.0021,3.0%,-3.0% -21.5,0.31436,0.00557,-0.00557,0.00198,-0.00198,3.0%,-3.0% -24.5,0.32498,0.00528,-0.00528,0.00059,-0.00059,3.0%,-3.0% -28.0,0.31917,0.00538,-0.00538,0.00078,-0.00078,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table4.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table4.csv new file mode 100644 index 0000000000..5cd19e0448 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table4.csv @@ -0,0 +1,30 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t4 +#: name: Table 4 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE ZERO. + +#: data_file: Table4.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729-22.938 +#: P [GEV],100. TO 280. +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729-22.938 +#: X,0.14 +Q**2 [GEV**2],F2(R=0),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +8.75,0.3756,0.0039,-0.0039,0.00426,-0.00426,3.0%,-3.0% +10.25,0.37676,0.00396,-0.00396,0.00447,-0.00447,3.0%,-3.0% +11.75,0.37616,0.00343,-0.00343,0.00442,-0.00442,3.0%,-3.0% +13.25,0.36979,0.00365,-0.00365,0.0041,-0.0041,3.0%,-3.0% +15.0,0.37348,0.00366,-0.00366,0.0043,-0.0043,3.0%,-3.0% +17.0,0.37197,0.00627,-0.00627,0.00397,-0.00397,3.0%,-3.0% +19.0,0.36233,0.00684,-0.00684,0.00379,-0.00379,3.0%,-3.0% +21.5,0.37841,0.00361,-0.00361,0.00317,-0.00317,3.0%,-3.0% +24.5,0.37991,0.00378,-0.00378,0.00355,-0.00355,3.0%,-3.0% +28.0,0.37499,0.00362,-0.00362,0.00249,-0.00249,3.0%,-3.0% +32.5,0.36709,0.00356,-0.00356,0.00262,-0.00262,3.0%,-3.0% +37.5,0.37285,0.00654,-0.00654,0.00289,-0.00289,3.0%,-3.0% +43.0,0.37063,0.00645,-0.00645,0.00265,-0.00265,3.0%,-3.0% +49.5,0.35668,0.00661,-0.00661,0.00253,-0.00253,3.0%,-3.0% +57.0,0.37001,0.00802,-0.00802,0.00248,-0.00248,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table40.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table40.csv deleted file mode 100644 index 9355ddf578..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table40.csv +++ /dev/null @@ -1,26 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t40 -#: name: Table 40 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table40.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 13.729 -#: P [GeV],100.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],13.729 -#: X,0.275 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -10.25,0.30476,0.00537,-0.00537,0.00299,-0.00299,3.0%,-3.0% -11.75,0.29971,0.00546,-0.00546,0.00216,-0.00216,3.0%,-3.0% -13.25,0.30213,0.00575,-0.00575,0.00196,-0.00196,3.0%,-3.0% -15.0,0.30414,0.00528,-0.00528,0.00187,-0.00187,3.0%,-3.0% -17.0,0.30467,0.00566,-0.00566,0.00185,-0.00185,3.0%,-3.0% -19.0,0.29035,0.00594,-0.00594,0.00182,-0.00182,3.0%,-3.0% -21.5,0.29911,0.00562,-0.00562,0.00181,-0.00181,3.0%,-3.0% -24.5,0.28068,0.00501,-0.00501,0.00049,-0.00049,3.0%,-3.0% -28.0,0.29223,0.00511,-0.00511,0.00084,-0.00084,3.0%,-3.0% -32.5,0.28428,0.00477,-0.00477,0.00061,-0.00061,3.0%,-3.0% -37.5,0.27224,0.00593,-0.00593,0.00047,-0.00047,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table41.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table41.csv deleted file mode 100644 index 02b81f5693..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table41.csv +++ /dev/null @@ -1,26 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t41 -#: name: Table 41 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table41.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 13.729 -#: P [GeV],100.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],13.729 -#: X,0.35 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -11.75,0.24021,0.00427,-0.00427,0.0022,-0.0022,3.0%,-3.0% -13.25,0.23373,0.00434,-0.00434,0.00186,-0.00186,3.0%,-3.0% -15.0,0.23122,0.00383,-0.00383,0.00167,-0.00167,3.0%,-3.0% -17.0,0.23727,0.00411,-0.00411,0.00158,-0.00158,3.0%,-3.0% -19.0,0.223,0.00417,-0.00417,0.00143,-0.00143,3.0%,-3.0% -21.5,0.23275,0.00389,-0.00389,0.00142,-0.00142,3.0%,-3.0% -24.5,0.22389,0.00284,-0.00284,0.00074,-0.00074,3.0%,-3.0% -28.0,0.22548,0.00354,-0.00354,0.00064,-0.00064,3.0%,-3.0% -32.5,0.22042,0.00322,-0.00322,0.00044,-0.00044,3.0%,-3.0% -37.5,0.21929,0.00347,-0.00347,0.00038,-0.00038,3.0%,-3.0% -43.0,0.21644,0.00371,-0.00371,0.00035,-0.00035,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table42.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table42.csv deleted file mode 100644 index 128239211c..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table42.csv +++ /dev/null @@ -1,28 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t42 -#: name: Table 42 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table42.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 13.729 -#: P [GeV],100.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],13.729 -#: X,0.45 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -11.75,0.16027,0.00409,-0.00409,0.0015,-0.0015,3.0%,-3.0% -13.25,0.15606,0.0043,-0.0043,0.00144,-0.00144,3.0%,-3.0% -15.0,0.15503,0.00378,-0.00378,0.0014,-0.0014,3.0%,-3.0% -17.0,0.15335,0.00403,-0.00403,0.00121,-0.00121,3.0%,-3.0% -19.0,0.15573,0.00429,-0.00429,0.00121,-0.00121,3.0%,-3.0% -21.5,0.14488,0.00362,-0.00362,0.00113,-0.00113,3.0%,-3.0% -24.5,0.14465,0.00256,-0.00256,0.00069,-0.00069,3.0%,-3.0% -28.0,0.14024,0.00314,-0.00314,0.00054,-0.00054,3.0%,-3.0% -32.5,0.1437,0.00283,-0.00283,0.0006,-0.0006,3.0%,-3.0% -37.5,0.14557,0.00311,-0.00311,0.00046,-0.00046,3.0%,-3.0% -43.0,0.14129,0.00312,-0.00312,0.00053,-0.00053,3.0%,-3.0% -49.5,0.13463,0.00312,-0.00312,0.00043,-0.00043,3.0%,-3.0% -57.0,0.13718,0.00357,-0.00357,0.00039,-0.00039,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table43.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table43.csv deleted file mode 100644 index 3999ef5863..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table43.csv +++ /dev/null @@ -1,29 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t43 -#: name: Table 43 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table43.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 13.729 -#: P [GeV],100.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],13.729 -#: X,0.55 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -11.75,0.09289,0.00316,-0.00316,0.00225,-0.00225,3.0%,-3.0% -13.25,0.08787,0.00329,-0.00329,0.00183,-0.00183,3.0%,-3.0% -15.0,0.09002,0.00306,-0.00306,0.00165,-0.00165,3.0%,-3.0% -17.0,0.08473,0.00308,-0.00308,0.00138,-0.00138,3.0%,-3.0% -19.0,0.08291,0.00319,-0.00319,0.00121,-0.00121,3.0%,-3.0% -21.5,0.08285,0.00289,-0.00289,0.00105,-0.00105,3.0%,-3.0% -24.5,0.0852,0.00206,-0.00206,0.00094,-0.00094,3.0%,-3.0% -28.0,0.08108,0.00199,-0.00199,0.00084,-0.00084,3.0%,-3.0% -32.5,0.08528,0.00236,-0.00236,0.0007,-0.0007,3.0%,-3.0% -37.5,0.08115,0.00247,-0.00247,0.00058,-0.00058,3.0%,-3.0% -43.0,0.08024,0.00252,-0.00252,0.00047,-0.00047,3.0%,-3.0% -49.5,0.07715,0.00251,-0.00251,0.0004,-0.0004,3.0%,-3.0% -57.0,0.07418,0.00268,-0.00268,0.00039,-0.00039,3.0%,-3.0% -65.5,0.07237,0.00289,-0.00289,0.00035,-0.00035,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table44.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table44.csv deleted file mode 100644 index 1f5d6c83cb..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table44.csv +++ /dev/null @@ -1,29 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t44 -#: name: Table 44 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table44.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 13.729 -#: P [GeV],100.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],13.729 -#: X,0.65 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -13.25,0.0439,0.00187,-0.00187,0.00277,-0.00277,3.0%,-3.0% -15.0,0.04265,0.00166,-0.00166,0.00233,-0.00233,3.0%,-3.0% -17.0,0.04167,0.00184,-0.00184,0.00202,-0.00202,3.0%,-3.0% -19.0,0.04151,0.00198,-0.00198,0.00173,-0.00173,3.0%,-3.0% -21.5,0.04012,0.00178,-0.00178,0.00144,-0.00144,3.0%,-3.0% -24.5,0.04117,0.00121,-0.00121,0.00113,-0.00113,3.0%,-3.0% -28.0,0.03871,0.00121,-0.00121,0.00095,-0.00095,3.0%,-3.0% -32.5,0.03829,0.00143,-0.00143,0.00079,-0.00079,3.0%,-3.0% -37.5,0.03666,0.00161,-0.00161,0.00062,-0.00062,3.0%,-3.0% -43.0,0.03529,0.00166,-0.00166,0.0005,-0.0005,3.0%,-3.0% -49.5,0.03309,0.00166,-0.00166,0.0004,-0.0004,3.0%,-3.0% -57.0,0.03371,0.00184,-0.00184,0.00036,-0.00036,3.0%,-3.0% -65.5,0.02989,0.00187,-0.00187,0.00028,-0.00028,3.0%,-3.0% -75.0,0.03206,0.00218,-0.00218,0.00027,-0.00027,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table45.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table45.csv deleted file mode 100644 index f00b8a21be..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table45.csv +++ /dev/null @@ -1,24 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t45 -#: name: Table 45 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table45.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 13.729 -#: P [GeV],100.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],13.729 -#: X,0.75 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -24.5,0.01357,0.00064,-0.00064,0.00096,-0.00096,3.0%,-3.0% -28.0,0.01366,0.00068,-0.00068,0.0009,-0.0009,3.0%,-3.0% -32.5,0.01308,0.00065,-0.00065,0.00069,-0.00069,3.0%,-3.0% -37.5,0.0117,0.00074,-0.00074,0.00051,-0.00051,3.0%,-3.0% -43.0,0.01106,0.00079,-0.00079,0.00043,-0.00043,3.0%,-3.0% -49.5,0.01083,0.00084,-0.00084,0.00035,-0.00035,3.0%,-3.0% -57.0,0.01149,0.001,-0.001,0.0003,-0.0003,3.0%,-3.0% -65.5,0.00968,0.00102,-0.00102,0.00022,-0.00022,3.0%,-3.0% -75.0,0.01033,0.00119,-0.00119,0.0002,-0.0002,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table5.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table5.csv new file mode 100644 index 0000000000..99294d3a85 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table5.csv @@ -0,0 +1,31 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t5 +#: name: Table 5 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE ZERO. + +#: data_file: Table5.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729-22.938 +#: P [GEV],100. TO 280. +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729-22.938 +#: X,0.18 +Q**2 [GEV**2],F2(R=0),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +8.75,0.36786,0.00489,-0.00489,0.00475,-0.00475,3.0%,-3.0% +10.25,0.36457,0.00474,-0.00474,0.00409,-0.00409,3.0%,-3.0% +11.75,0.36324,0.00405,-0.00405,0.00412,-0.00412,3.0%,-3.0% +13.25,0.36021,0.00422,-0.00422,0.00412,-0.00412,3.0%,-3.0% +15.0,0.35659,0.00405,-0.00405,0.00395,-0.00395,3.0%,-3.0% +17.0,0.35217,0.00441,-0.00441,0.00371,-0.00371,3.0%,-3.0% +19.0,0.34539,0.00745,-0.00745,0.00378,-0.00378,3.0%,-3.0% +21.5,0.35224,0.00359,-0.00359,0.0031,-0.0031,3.0%,-3.0% +24.5,0.35437,0.00381,-0.00381,0.0027,-0.0027,3.0%,-3.0% +28.0,0.36004,0.00413,-0.00413,0.00248,-0.00248,3.0%,-3.0% +32.5,0.34712,0.00288,-0.00288,0.00206,-0.00206,3.0%,-3.0% +37.5,0.34144,0.00277,-0.00277,0.00158,-0.00158,3.0%,-3.0% +43.0,0.34514,0.00276,-0.00276,0.00137,-0.00137,3.0%,-3.0% +49.5,0.33701,0.00706,-0.00706,0.00211,-0.00211,3.0%,-3.0% +57.0,0.34082,0.00475,-0.00475,0.0014,-0.0014,3.0%,-3.0% +65.5,0.33512,0.00504,-0.00504,0.00139,-0.00139,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table57.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table57.csv deleted file mode 100644 index 1c1fc3f0e9..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table57.csv +++ /dev/null @@ -1,17 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t57 -#: name: Table 57 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table57.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 15.034 -#: P [GeV],120.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],15.034 -#: X,0.07 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -8.75,0.38956,0.006,-0.006,0.00417,-0.00417,3.0%,-3.0% -10.25,0.38982,0.00622,-0.00622,0.0045,-0.0045,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table58.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table58.csv deleted file mode 100644 index 8c7321cbf5..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table58.csv +++ /dev/null @@ -1,18 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t58 -#: name: Table 58 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table58.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 15.034 -#: P [GeV],120.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],15.034 -#: X,0.1 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -10.25,0.39249,0.00462,-0.00462,0.00289,-0.00289,3.0%,-3.0% -11.75,0.39066,0.00485,-0.00485,0.00298,-0.00298,3.0%,-3.0% -13.25,0.39239,0.00529,-0.00529,0.00278,-0.00278,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table59.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table59.csv deleted file mode 100644 index 6d62517bbd..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table59.csv +++ /dev/null @@ -1,20 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t59 -#: name: Table 59 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table59.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 15.034 -#: P [GeV],120.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],15.034 -#: X,0.14 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -11.75,0.38505,0.00575,-0.00575,0.00252,-0.00252,3.0%,-3.0% -13.25,0.37936,0.00588,-0.00588,0.00255,-0.00255,3.0%,-3.0% -15.0,0.37987,0.0057,-0.0057,0.00249,-0.00249,3.0%,-3.0% -17.0,0.37759,0.00636,-0.00636,0.00233,-0.00233,3.0%,-3.0% -19.0,0.36935,0.00697,-0.00697,0.00224,-0.00224,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table6.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table6.csv new file mode 100644 index 0000000000..2af8fac8c6 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table6.csv @@ -0,0 +1,32 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t6 +#: name: Table 6 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE ZERO. + +#: data_file: Table6.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729-22.938 +#: P [GEV],100. TO 280. +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729-22.938 +#: X,0.225 +Q**2 [GEV**2],F2(R=0),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +10.25,0.34051,0.00481,-0.00481,0.00395,-0.00395,3.0%,-3.0% +11.75,0.33715,0.00399,-0.00399,0.00383,-0.00383,3.0%,-3.0% +13.25,0.33816,0.00418,-0.00418,0.00376,-0.00376,3.0%,-3.0% +15.0,0.33145,0.00387,-0.00387,0.00364,-0.00364,3.0%,-3.0% +17.0,0.32498,0.00414,-0.00414,0.00348,-0.00348,3.0%,-3.0% +19.0,0.31955,0.00447,-0.00447,0.0035,-0.0035,3.0%,-3.0% +21.5,0.31675,0.0042,-0.0042,0.00345,-0.00345,3.0%,-3.0% +24.5,0.31853,0.0042,-0.0042,0.00149,-0.00149,3.0%,-3.0% +28.0,0.31816,0.00275,-0.00275,0.0014,-0.0014,3.0%,-3.0% +32.5,0.32484,0.00309,-0.00309,0.00166,-0.00166,3.0%,-3.0% +37.5,0.31287,0.00255,-0.00255,0.00137,-0.00137,3.0%,-3.0% +43.0,0.31267,0.00247,-0.00247,0.00156,-0.00156,3.0%,-3.0% +49.5,0.30754,0.00245,-0.00245,0.00182,-0.00182,3.0%,-3.0% +57.0,0.31203,0.00279,-0.00279,0.00104,-0.00104,3.0%,-3.0% +65.5,0.31282,0.0047,-0.0047,0.00128,-0.00128,3.0%,-3.0% +75.0,0.30247,0.00499,-0.00499,0.00109,-0.00109,3.0%,-3.0% +86.0,0.30229,0.00533,-0.00533,0.00118,-0.00118,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table60.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table60.csv deleted file mode 100644 index 3df68a52ac..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table60.csv +++ /dev/null @@ -1,22 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t60 -#: name: Table 60 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table60.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 15.034 -#: P [GeV],120.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],15.034 -#: X,0.18 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -11.75,0.36127,0.00688,-0.00688,0.00245,-0.00245,3.0%,-3.0% -13.25,0.35757,0.00691,-0.00691,0.00231,-0.00231,3.0%,-3.0% -15.0,0.34979,0.00646,-0.00646,0.00225,-0.00225,3.0%,-3.0% -17.0,0.35267,0.00698,-0.00698,0.00225,-0.00225,3.0%,-3.0% -19.0,0.34847,0.00752,-0.00752,0.00219,-0.00219,3.0%,-3.0% -21.5,0.36087,0.00702,-0.00702,0.00222,-0.00222,3.0%,-3.0% -24.5,0.33792,0.0081,-0.0081,0.00205,-0.00205,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table61.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table61.csv deleted file mode 100644 index 5308ec2512..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table61.csv +++ /dev/null @@ -1,24 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t61 -#: name: Table 61 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table61.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 15.034 -#: P [GeV],120.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],15.034 -#: X,0.225 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -11.75,0.32331,0.00661,-0.00661,0.00219,-0.00219,3.0%,-3.0% -13.25,0.34116,0.00705,-0.00705,0.00224,-0.00224,3.0%,-3.0% -15.0,0.32619,0.00634,-0.00634,0.00207,-0.00207,3.0%,-3.0% -17.0,0.33525,0.0068,-0.0068,0.00212,-0.00212,3.0%,-3.0% -19.0,0.31776,0.00708,-0.00708,0.00196,-0.00196,3.0%,-3.0% -21.5,0.32585,0.00652,-0.00652,0.00205,-0.00205,3.0%,-3.0% -24.5,0.31622,0.00715,-0.00715,0.00192,-0.00192,3.0%,-3.0% -28.0,0.31632,0.00598,-0.00598,0.00077,-0.00077,3.0%,-3.0% -32.5,0.32366,0.00591,-0.00591,0.00067,-0.00067,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table62.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table62.csv deleted file mode 100644 index 0240a9ab85..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table62.csv +++ /dev/null @@ -1,25 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t62 -#: name: Table 62 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table62.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 15.034 -#: P [GeV],120.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],15.034 -#: X,0.275 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -13.25,0.3008,0.00786,-0.00786,0.00197,-0.00197,3.0%,-3.0% -15.0,0.31145,0.00732,-0.00732,0.00222,-0.00222,3.0%,-3.0% -17.0,0.29635,0.00723,-0.00723,0.00183,-0.00183,3.0%,-3.0% -19.0,0.29636,0.00756,-0.00756,0.00199,-0.00199,3.0%,-3.0% -21.5,0.29332,0.00678,-0.00678,0.00177,-0.00177,3.0%,-3.0% -24.5,0.28738,0.00486,-0.00486,0.00097,-0.00097,3.0%,-3.0% -28.0,0.28549,0.00466,-0.00466,0.00089,-0.00089,3.0%,-3.0% -32.5,0.28478,0.00476,-0.00476,0.00062,-0.00062,3.0%,-3.0% -37.5,0.28665,0.00616,-0.00616,0.00076,-0.00076,3.0%,-3.0% -43.0,0.27188,0.00624,-0.00624,0.00101,-0.00101,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table63.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table63.csv deleted file mode 100644 index e3adfface7..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table63.csv +++ /dev/null @@ -1,27 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t63 -#: name: Table 63 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table63.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 15.034 -#: P [GeV],120.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],15.034 -#: X,0.35 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -13.25,0.23713,0.00604,-0.00604,0.00164,-0.00164,3.0%,-3.0% -15.0,0.23446,0.00545,-0.00545,0.00162,-0.00162,3.0%,-3.0% -17.0,0.23473,0.00535,-0.00535,0.00141,-0.00141,3.0%,-3.0% -19.0,0.22939,0.0055,-0.0055,0.00147,-0.00147,3.0%,-3.0% -21.5,0.22173,0.00467,-0.00467,0.00138,-0.00138,3.0%,-3.0% -24.5,0.23176,0.00352,-0.00352,0.00085,-0.00085,3.0%,-3.0% -28.0,0.22638,0.00333,-0.00333,0.00075,-0.00075,3.0%,-3.0% -32.5,0.22116,0.0032,-0.0032,0.00053,-0.00053,3.0%,-3.0% -37.5,0.2221,0.00415,-0.00415,0.00036,-0.00036,3.0%,-3.0% -43.0,0.21858,0.00421,-0.00421,0.00062,-0.00062,3.0%,-3.0% -49.5,0.20928,0.00426,-0.00426,0.00036,-0.00036,3.0%,-3.0% -57.0,0.21417,0.00502,-0.00502,0.00061,-0.00061,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table64.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table64.csv deleted file mode 100644 index 78666c6a3f..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table64.csv +++ /dev/null @@ -1,29 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t64 -#: name: Table 64 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table64.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 15.034 -#: P [GeV],120.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],15.034 -#: X,0.45 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -13.25,0.15964,0.00593,-0.00593,0.0016,-0.0016,3.0%,-3.0% -15.0,0.16152,0.00548,-0.00548,0.00153,-0.00153,3.0%,-3.0% -17.0,0.15248,0.00528,-0.00528,0.00138,-0.00138,3.0%,-3.0% -19.0,0.15384,0.00554,-0.00554,0.00141,-0.00141,3.0%,-3.0% -21.5,0.15355,0.0048,-0.0048,0.00122,-0.00122,3.0%,-3.0% -24.5,0.14984,0.00319,-0.00319,0.00078,-0.00078,3.0%,-3.0% -28.0,0.14605,0.00303,-0.00303,0.00073,-0.00073,3.0%,-3.0% -32.5,0.14605,0.00292,-0.00292,0.00057,-0.00057,3.0%,-3.0% -37.5,0.1433,0.00317,-0.00317,0.00054,-0.00054,3.0%,-3.0% -43.0,0.14231,0.00366,-0.00366,0.00053,-0.00053,3.0%,-3.0% -49.5,0.13745,0.00369,-0.00369,0.00047,-0.00047,3.0%,-3.0% -57.0,0.13757,0.00388,-0.00388,0.00069,-0.00069,3.0%,-3.0% -65.5,0.13481,0.00424,-0.00424,0.00038,-0.00038,3.0%,-3.0% -75.0,0.12375,0.00484,-0.00484,0.00032,-0.00032,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table65.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table65.csv deleted file mode 100644 index 0198caf1b8..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table65.csv +++ /dev/null @@ -1,29 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t65 -#: name: Table 65 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table65.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 15.034 -#: P [GeV],120.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],15.034 -#: X,0.55 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -15.0,0.08496,0.00385,-0.00385,0.00193,-0.00193,3.0%,-3.0% -17.0,0.08002,0.00362,-0.00362,0.00162,-0.00162,3.0%,-3.0% -19.0,0.09077,0.00451,-0.00451,0.00151,-0.00151,3.0%,-3.0% -21.5,0.08541,0.00371,-0.00371,0.00132,-0.00132,3.0%,-3.0% -24.5,0.09161,0.00433,-0.00433,0.00124,-0.00124,3.0%,-3.0% -28.0,0.0816,0.00229,-0.00229,0.00091,-0.00091,3.0%,-3.0% -32.5,0.07931,0.0022,-0.0022,0.00074,-0.00074,3.0%,-3.0% -37.5,0.0787,0.00247,-0.00247,0.00068,-0.00068,3.0%,-3.0% -43.0,0.07629,0.00285,-0.00285,0.00056,-0.00056,3.0%,-3.0% -49.5,0.07905,0.00301,-0.00301,0.00052,-0.00052,3.0%,-3.0% -57.0,0.07485,0.0031,-0.0031,0.00044,-0.00044,3.0%,-3.0% -65.5,0.06696,0.00321,-0.00321,0.00035,-0.00035,3.0%,-3.0% -75.0,0.07074,0.00359,-0.00359,0.00033,-0.00033,3.0%,-3.0% -86.0,0.07066,0.00381,-0.00381,0.0003,-0.0003,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table66.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table66.csv deleted file mode 100644 index c5dc208d24..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table66.csv +++ /dev/null @@ -1,29 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t66 -#: name: Table 66 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table66.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 15.034 -#: P [GeV],120.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],15.034 -#: X,0.65 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -17.0,0.04112,0.00214,-0.00214,0.00227,-0.00227,3.0%,-3.0% -19.0,0.04283,0.00238,-0.00238,0.00208,-0.00208,3.0%,-3.0% -21.5,0.04107,0.00218,-0.00218,0.00181,-0.00181,3.0%,-3.0% -24.5,0.03655,0.0023,-0.0023,0.00138,-0.00138,3.0%,-3.0% -28.0,0.03694,0.00225,-0.00225,0.00121,-0.00121,3.0%,-3.0% -32.5,0.03681,0.00136,-0.00136,0.00095,-0.00095,3.0%,-3.0% -37.5,0.04068,0.0017,-0.0017,0.00088,-0.00088,3.0%,-3.0% -43.0,0.03615,0.00184,-0.00184,0.00067,-0.00067,3.0%,-3.0% -49.5,0.03593,0.00198,-0.00198,0.00057,-0.00057,3.0%,-3.0% -57.0,0.03047,0.00193,-0.00193,0.00041,-0.00041,3.0%,-3.0% -65.5,0.03567,0.00231,-0.00231,0.00043,-0.00043,3.0%,-3.0% -75.0,0.03176,0.00244,-0.00244,0.00033,-0.00033,3.0%,-3.0% -86.0,0.03051,0.00252,-0.00252,0.00029,-0.00029,3.0%,-3.0% -99.0,0.03451,0.00296,-0.00296,0.00029,-0.00029,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table67.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table67.csv deleted file mode 100644 index aabe395cfd..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table67.csv +++ /dev/null @@ -1,24 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t67 -#: name: Table 67 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table67.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 15.034 -#: P [GeV],120.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],15.034 -#: X,0.75 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -32.5,0.01335,0.00075,-0.00075,0.00084,-0.00084,3.0%,-3.0% -37.5,0.01194,0.00084,-0.00084,0.00066,-0.00066,3.0%,-3.0% -43.0,0.01239,0.00091,-0.00091,0.00061,-0.00061,3.0%,-3.0% -49.5,0.01156,0.00097,-0.00097,0.0005,-0.0005,3.0%,-3.0% -57.0,0.0117,0.00105,-0.00105,0.00043,-0.00043,3.0%,-3.0% -65.5,0.01057,0.00117,-0.00117,0.00034,-0.00034,3.0%,-3.0% -75.0,0.00993,0.00124,-0.00124,0.00026,-0.00026,3.0%,-3.0% -86.0,0.00963,0.00134,-0.00134,0.00022,-0.00022,3.0%,-3.0% -99.0,0.00817,0.00131,-0.00131,0.00016,-0.00016,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table7.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table7.csv new file mode 100644 index 0000000000..ecf369800a --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table7.csv @@ -0,0 +1,34 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t7 +#: name: Table 7 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE ZERO. + +#: data_file: Table7.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729-22.938 +#: P [GEV],100. TO 280. +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729-22.938 +#: X,0.275 +Q**2 [GEV**2],F2(R=0),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +10.25,0.3044,0.00536,-0.00536,0.00518,-0.00518,3.0%,-3.0% +11.75,0.29925,0.00545,-0.00545,0.00374,-0.00374,3.0%,-3.0% +13.25,0.30115,0.00463,-0.00463,0.00327,-0.00327,3.0%,-3.0% +15.0,0.30599,0.00427,-0.00427,0.00324,-0.00324,3.0%,-3.0% +17.0,0.3007,0.00444,-0.00444,0.00315,-0.00315,3.0%,-3.0% +19.0,0.29166,0.00466,-0.00466,0.00305,-0.00305,3.0%,-3.0% +21.5,0.29549,0.00431,-0.00431,0.00308,-0.00308,3.0%,-3.0% +24.5,0.2826,0.00347,-0.00347,0.00111,-0.00111,3.0%,-3.0% +28.0,0.28722,0.00262,-0.00262,0.00137,-0.00137,3.0%,-3.0% +32.5,0.28208,0.00248,-0.00248,0.00111,-0.00111,3.0%,-3.0% +37.5,0.27748,0.00226,-0.00226,0.001,-0.001,3.0%,-3.0% +43.0,0.27271,0.00233,-0.00233,0.00097,-0.00097,3.0%,-3.0% +49.5,0.2695,0.00251,-0.00251,0.00132,-0.00132,3.0%,-3.0% +57.0,0.27336,0.00246,-0.00246,0.00102,-0.00102,3.0%,-3.0% +65.5,0.26645,0.00287,-0.00287,0.00126,-0.00126,3.0%,-3.0% +75.0,0.26569,0.00309,-0.00309,0.00173,-0.00173,3.0%,-3.0% +86.0,0.2596,0.00508,-0.00508,0.00078,-0.00078,3.0%,-3.0% +99.0,0.25794,0.0063,-0.0063,0.00078,-0.00078,3.0%,-3.0% +115.5,0.25851,0.00693,-0.00693,0.00078,-0.00078,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table79.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table79.csv deleted file mode 100644 index 46482a7f6d..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table79.csv +++ /dev/null @@ -1,17 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t79 -#: name: Table 79 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table79.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 19.393 -#: P [GeV],200.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],19.393 -#: X,0.07 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -17.0,0.41459,0.00541,-0.00541,0.00398,-0.00398,3.0%,-3.0% -19.0,0.41972,0.00553,-0.00553,0.00405,-0.00405,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table8.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table8.csv new file mode 100644 index 0000000000..82d7d756a4 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table8.csv @@ -0,0 +1,34 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t8 +#: name: Table 8 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE ZERO. + +#: data_file: Table8.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729-22.938 +#: P [GEV],100. TO 280. +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729-22.938 +#: X,0.35 +Q**2 [GEV**2],F2(R=0),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +11.75,0.24001,0.00427,-0.00427,0.00381,-0.00381,3.0%,-3.0% +13.25,0.23467,0.00352,-0.00352,0.00262,-0.00262,3.0%,-3.0% +15.0,0.23203,0.00313,-0.00313,0.00249,-0.00249,3.0%,-3.0% +17.0,0.236,0.00325,-0.00325,0.00255,-0.00255,3.0%,-3.0% +19.0,0.22495,0.00332,-0.00332,0.00236,-0.00236,3.0%,-3.0% +21.5,0.22775,0.00298,-0.00298,0.00242,-0.00242,3.0%,-3.0% +24.5,0.22637,0.0022,-0.0022,0.00111,-0.00111,3.0%,-3.0% +28.0,0.22518,0.00242,-0.00242,0.0008,-0.0008,3.0%,-3.0% +32.5,0.22074,0.00175,-0.00175,0.0009,-0.0009,3.0%,-3.0% +37.5,0.21952,0.00164,-0.00164,0.00078,-0.00078,3.0%,-3.0% +43.0,0.21533,0.00154,-0.00154,0.00087,-0.00087,3.0%,-3.0% +49.5,0.21359,0.00167,-0.00167,0.00085,-0.00085,3.0%,-3.0% +57.0,0.21341,0.00163,-0.00163,0.00088,-0.00088,3.0%,-3.0% +65.5,0.20568,0.00178,-0.00178,0.00083,-0.00083,3.0%,-3.0% +75.0,0.20445,0.0021,-0.0021,0.00061,-0.00061,3.0%,-3.0% +86.0,0.20565,0.00217,-0.00217,0.00071,-0.00071,3.0%,-3.0% +99.0,0.20141,0.00233,-0.00233,0.00059,-0.00059,3.0%,-3.0% +115.5,0.20358,0.00441,-0.00441,0.00071,-0.00071,3.0%,-3.0% +137.5,0.20044,0.00472,-0.00472,0.00069,-0.00069,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table80.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table80.csv deleted file mode 100644 index e59c51612c..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table80.csv +++ /dev/null @@ -1,18 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t80 -#: name: Table 80 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table80.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 19.393 -#: P [GeV],200.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],19.393 -#: X,0.1 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -19.0,0.4018,0.00414,-0.00414,0.00202,-0.00202,3.0%,-3.0% -21.5,0.40171,0.00324,-0.00324,0.00227,-0.00227,3.0%,-3.0% -24.5,0.40528,0.00349,-0.00349,0.00194,-0.00194,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table81.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table81.csv deleted file mode 100644 index 8408578705..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table81.csv +++ /dev/null @@ -1,19 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t81 -#: name: Table 81 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table81.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 19.393 -#: P [GeV],200.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],19.393 -#: X,0.14 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -21.5,0.38121,0.00364,-0.00364,0.00184,-0.00184,3.0%,-3.0% -24.5,0.38366,0.00382,-0.00382,0.00207,-0.00207,3.0%,-3.0% -28.0,0.37999,0.00367,-0.00367,0.00146,-0.00146,3.0%,-3.0% -32.5,0.37396,0.00363,-0.00363,0.00154,-0.00154,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table82.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table82.csv deleted file mode 100644 index efe6c69ff9..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table82.csv +++ /dev/null @@ -1,21 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t82 -#: name: Table 82 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table82.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 19.393 -#: P [GeV],200.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],19.393 -#: X,0.18 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -21.5,0.35183,0.0042,-0.0042,0.00176,-0.00176,3.0%,-3.0% -24.5,0.36243,0.00436,-0.00436,0.00146,-0.00146,3.0%,-3.0% -28.0,0.36224,0.00416,-0.00416,0.00143,-0.00143,3.0%,-3.0% -32.5,0.35007,0.0029,-0.0029,0.0012,-0.0012,3.0%,-3.0% -37.5,0.3445,0.00306,-0.00306,0.00084,-0.00084,3.0%,-3.0% -43.0,0.34801,0.00306,-0.00306,0.00075,-0.00075,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table83.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table83.csv deleted file mode 100644 index c35dfa10e0..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table83.csv +++ /dev/null @@ -1,21 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t83 -#: name: Table 83 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table83.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 19.393 -#: P [GeV],200.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],19.393 -#: X,0.225 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -28.0,0.32347,0.00385,-0.00385,0.00137,-0.00137,3.0%,-3.0% -32.5,0.32855,0.00367,-0.00367,0.00118,-0.00118,3.0%,-3.0% -37.5,0.31485,0.00278,-0.00278,0.0007,-0.0007,3.0%,-3.0% -43.0,0.31585,0.00271,-0.00271,0.00086,-0.00086,3.0%,-3.0% -49.5,0.30939,0.00267,-0.00267,0.0011,-0.0011,3.0%,-3.0% -57.0,0.31816,0.00368,-0.00368,0.00066,-0.00066,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table84.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table84.csv deleted file mode 100644 index 7e9fe932a1..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table84.csv +++ /dev/null @@ -1,23 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t84 -#: name: Table 84 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table84.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 19.393 -#: P [GeV],200.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],19.393 -#: X,0.275 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -28.0,0.28872,0.0041,-0.0041,0.00111,-0.00111,3.0%,-3.0% -32.5,0.28319,0.00373,-0.00373,0.00116,-0.00116,3.0%,-3.0% -37.5,0.27997,0.00291,-0.00291,0.00069,-0.00069,3.0%,-3.0% -43.0,0.2738,0.00273,-0.00273,0.00065,-0.00065,3.0%,-3.0% -49.5,0.27157,0.00274,-0.00274,0.00084,-0.00084,3.0%,-3.0% -57.0,0.27491,0.00294,-0.00294,0.00061,-0.00061,3.0%,-3.0% -65.5,0.27275,0.00365,-0.00365,0.00072,-0.00072,3.0%,-3.0% -75.0,0.26446,0.00391,-0.00391,0.00112,-0.00112,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table85.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table85.csv deleted file mode 100644 index f5190a117a..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table85.csv +++ /dev/null @@ -1,24 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t85 -#: name: Table 85 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table85.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 19.393 -#: P [GeV],200.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],19.393 -#: X,0.35 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -32.5,0.22247,0.00276,-0.00276,0.00078,-0.00078,3.0%,-3.0% -37.5,0.22019,0.00209,-0.00209,0.00058,-0.00058,3.0%,-3.0% -43.0,0.2171,0.00201,-0.00201,0.00066,-0.00066,3.0%,-3.0% -49.5,0.21531,0.00197,-0.00197,0.00057,-0.00057,3.0%,-3.0% -57.0,0.21488,0.00204,-0.00204,0.00075,-0.00075,3.0%,-3.0% -65.5,0.20861,0.00211,-0.00211,0.00043,-0.00043,3.0%,-3.0% -75.0,0.20327,0.0026,-0.0026,0.00035,-0.00035,3.0%,-3.0% -86.0,0.20739,0.00275,-0.00275,0.00079,-0.00079,3.0%,-3.0% -99.0,0.20279,0.00301,-0.00301,0.00048,-0.00048,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table86.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table86.csv deleted file mode 100644 index 986120a9fb..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table86.csv +++ /dev/null @@ -1,25 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t86 -#: name: Table 86 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table86.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 19.393 -#: P [GeV],200.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],19.393 -#: X,0.45 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -32.5,0.14306,0.00266,-0.00266,0.00106,-0.00106,3.0%,-3.0% -37.5,0.13699,0.00276,-0.00276,0.00086,-0.00086,3.0%,-3.0% -43.0,0.13886,0.00183,-0.00183,0.00074,-0.00074,3.0%,-3.0% -49.5,0.13693,0.00179,-0.00179,0.00058,-0.00058,3.0%,-3.0% -57.0,0.13616,0.00185,-0.00185,0.00055,-0.00055,3.0%,-3.0% -65.5,0.13059,0.00183,-0.00183,0.00053,-0.00053,3.0%,-3.0% -75.0,0.12772,0.00226,-0.00226,0.0004,-0.0004,3.0%,-3.0% -86.0,0.13136,0.00236,-0.00236,0.00054,-0.00054,3.0%,-3.0% -99.0,0.12791,0.00244,-0.00244,0.00038,-0.00038,3.0%,-3.0% -115.5,0.12426,0.00241,-0.00241,0.00039,-0.00039,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table87.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table87.csv deleted file mode 100644 index e8c89c7034..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table87.csv +++ /dev/null @@ -1,26 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t87 -#: name: Table 87 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table87.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 19.393 -#: P [GeV],200.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],19.393 -#: X,0.55 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -32.5,0.07735,0.00202,-0.00202,0.00155,-0.00155,3.0%,-3.0% -37.5,0.08022,0.00227,-0.00227,0.00137,-0.00137,3.0%,-3.0% -43.0,0.07595,0.00135,-0.00135,0.00104,-0.00104,3.0%,-3.0% -49.5,0.07563,0.00136,-0.00136,0.00093,-0.00093,3.0%,-3.0% -57.0,0.07595,0.00145,-0.00145,0.00074,-0.00074,3.0%,-3.0% -65.5,0.07098,0.00142,-0.00142,0.00055,-0.00055,3.0%,-3.0% -75.0,0.07032,0.00155,-0.00155,0.0005,-0.0005,3.0%,-3.0% -86.0,0.07313,0.00191,-0.00191,0.0005,-0.0005,3.0%,-3.0% -99.0,0.067,0.00188,-0.00188,0.00039,-0.00039,3.0%,-3.0% -115.5,0.06536,0.00186,-0.00186,0.00034,-0.00034,3.0%,-3.0% -137.5,0.06655,0.00197,-0.00197,0.00033,-0.00033,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table88.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table88.csv deleted file mode 100644 index d326c37050..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table88.csv +++ /dev/null @@ -1,26 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t88 -#: name: Table 88 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table88.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 19.393 -#: P [GeV],200.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],19.393 -#: X,0.65 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -32.5,0.03722,0.00122,-0.00122,0.00171,-0.00171,3.0%,-3.0% -37.5,0.03408,0.0013,-0.0013,0.00141,-0.00141,3.0%,-3.0% -43.0,0.03539,0.00078,-0.00078,0.00125,-0.00125,3.0%,-3.0% -49.5,0.03513,0.00083,-0.00083,0.00108,-0.00108,3.0%,-3.0% -57.0,0.03329,0.00086,-0.00086,0.00084,-0.00084,3.0%,-3.0% -65.5,0.0325,0.00092,-0.00092,0.00067,-0.00067,3.0%,-3.0% -75.0,0.03215,0.001,-0.001,0.00054,-0.00054,3.0%,-3.0% -86.0,0.03362,0.00126,-0.00126,0.00048,-0.00048,3.0%,-3.0% -99.0,0.03084,0.00128,-0.00128,0.00041,-0.00041,3.0%,-3.0% -115.5,0.02844,0.00125,-0.00125,0.00031,-0.00031,3.0%,-3.0% -137.5,0.02787,0.0013,-0.0013,0.00025,-0.00025,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table89.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table89.csv deleted file mode 100644 index 65dcd0c6b4..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table89.csv +++ /dev/null @@ -1,24 +0,0 @@ -#: table_doi: 10.17182/hepdata.12557.v1/t89 -#: name: Table 89 -#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE R(QCD). - -#: data_file: Table89.yaml -#: keyword reactions: MU+ P --> MU+ X -#: keyword observables: F2 -#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering -#: keyword cmenergies: 19.393 -#: P [GeV],200.0 -#: RE,MU+ P --> MU+ X -#: SQRT(S) [GeV],19.393 -#: X,0.75 -Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" -43.0,0.01252,0.00042,-0.00042,0.00108,-0.00108,3.0%,-3.0% -49.5,0.01189,0.00044,-0.00044,0.00091,-0.00091,3.0%,-3.0% -57.0,0.01076,0.00046,-0.00046,0.00075,-0.00075,3.0%,-3.0% -65.5,0.01068,0.00052,-0.00052,0.00066,-0.00066,3.0%,-3.0% -75.0,0.01117,0.00058,-0.00058,0.00063,-0.00063,3.0%,-3.0% -86.0,0.01,0.00058,-0.00058,0.00048,-0.00048,3.0%,-3.0% -99.0,0.00906,0.0006,-0.0006,0.00039,-0.00039,3.0%,-3.0% -115.5,0.00814,0.00061,-0.00061,0.00029,-0.00029,3.0%,-3.0% -137.5,0.00904,0.00068,-0.00068,0.00026,-0.00026,3.0%,-3.0% - diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table9.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table9.csv new file mode 100644 index 0000000000..27e9cac245 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table9.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.12557.v1/t9 +#: name: Table 9 +#: description: R=SIG(L)/SIG(T) IS TAKEN TO BE ZERO. + +#: data_file: Table9.yaml +#: keyword reactions: MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.729-22.938 +#: P [GEV],100. TO 280. +#: RE,MU+ P --> MU+ X +#: SQRT(S) [GeV],13.729-22.938 +#: X,0.45 +Q**2 [GEV**2],F2(R=0),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between any two sets of data at different energies. This has not been included in the calculation of the one-sigma systematic error -" +11.75,0.1602,0.00409,-0.00409,0.0026,-0.0026,3.0%,-3.0% +13.25,0.15722,0.00348,-0.00348,0.00251,-0.00251,3.0%,-3.0% +15.0,0.15703,0.00311,-0.00311,0.00248,-0.00248,3.0%,-3.0% +17.0,0.15292,0.0032,-0.0032,0.00218,-0.00218,3.0%,-3.0% +19.0,0.15489,0.00339,-0.00339,0.00222,-0.00222,3.0%,-3.0% +21.5,0.14786,0.00289,-0.00289,0.00196,-0.00196,3.0%,-3.0% +24.5,0.14649,0.002,-0.002,0.00125,-0.00125,3.0%,-3.0% +28.0,0.143,0.00218,-0.00218,0.00097,-0.00097,3.0%,-3.0% +32.5,0.14395,0.00161,-0.00161,0.00114,-0.00114,3.0%,-3.0% +37.5,0.14124,0.00173,-0.00173,0.00104,-0.00104,3.0%,-3.0% +43.0,0.13863,0.00138,-0.00138,0.00106,-0.00106,3.0%,-3.0% +49.5,0.13629,0.00136,-0.00136,0.00094,-0.00094,3.0%,-3.0% +57.0,0.13527,0.00134,-0.00134,0.00092,-0.00092,3.0%,-3.0% +65.5,0.13036,0.00147,-0.00147,0.00087,-0.00087,3.0%,-3.0% +75.0,0.12838,0.00173,-0.00173,0.00071,-0.00071,3.0%,-3.0% +86.0,0.12934,0.00189,-0.00189,0.00074,-0.00074,3.0%,-3.0% +99.0,0.12868,0.00197,-0.00197,0.00071,-0.00071,3.0%,-3.0% +115.5,0.1221,0.00193,-0.00193,0.00057,-0.00057,3.0%,-3.0% +137.5,0.11797,0.00388,-0.00388,0.00061,-0.00061,3.0%,-3.0% +175.0,0.11841,0.00365,-0.00365,0.00057,-0.00057,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/uncertainties.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/uncertainties.yaml deleted file mode 100644 index c9b187a9b4..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/uncertainties.yaml +++ /dev/null @@ -1,1478 +0,0 @@ -definitions: - stat: - description: statistical uncertainty - treatment: ADD - type: UNCORR - sys: - description: systematical uncertainty - treatment: MULT - type: CORR - norm: - description: normalization uncertainty - treatment: MULT - type: CORR -bins: -- stat: 0.0062 - sys: 0.00425 - norm: 1.20615 -- stat: 0.0062 - sys: 0.00736 - norm: 1.20615 -- stat: 0.00429 - sys: 0.0028 - norm: 1.1540400000000002 -- stat: 0.00429 - sys: 0.00485 - norm: 1.1540400000000002 -- stat: 0.00545 - sys: 0.0051 - norm: 1.18089 -- stat: 0.006 - sys: 0.00417 - norm: 1.1686800000000002 -- stat: 0.00404 - sys: 0.0079 - norm: 1.17537 -- stat: 0.00356 - sys: 0.00307 - norm: 1.16778 -- stat: 0.00356 - sys: 0.00532 - norm: 1.16778 -- stat: 0.00392 - sys: 0.00248 - norm: 1.13304 -- stat: 0.00392 - sys: 0.0043 - norm: 1.13304 -- stat: 0.0049 - sys: 0.00274 - norm: 1.1065800000000001 -- stat: 0.0049 - sys: 0.00475 - norm: 1.1065800000000001 -- stat: 0.00622 - sys: 0.0045 - norm: 1.16946 -- stat: 0.00622 - sys: 0.00779 - norm: 1.16946 -- stat: 0.0037 - sys: 0.00304 - norm: 1.16316 -- stat: 0.00462 - sys: 0.00289 - norm: 1.17747 -- stat: 0.00289 - sys: 0.00514 - norm: 1.16874 -- stat: 0.00399 - sys: 0.0026 - norm: 1.13895 -- stat: 0.00399 - sys: 0.0045 - norm: 1.13895 -- stat: 0.00476 - sys: 0.00237 - norm: 1.09776 -- stat: 0.00476 - sys: 0.0041 - norm: 1.09776 -- stat: 0.00482 - sys: 0.00229 - norm: 1.0236 -- stat: 0.00482 - sys: 0.00397 - norm: 1.0236 -- stat: 0.00537 - sys: 0.00299 - norm: 0.91428 -- stat: 0.00537 - sys: 0.00518 - norm: 0.91428 -- stat: 0.00485 - sys: 0.00298 - norm: 1.17198 -- stat: 0.00485 - sys: 0.00516 - norm: 1.17198 -- stat: 0.00434 - sys: 0.00265 - norm: 1.1292300000000002 -- stat: 0.00575 - sys: 0.00252 - norm: 1.15515 -- stat: 0.00347 - sys: 0.00445 - norm: 1.13865 -- stat: 0.00503 - sys: 0.0024 - norm: 1.1001 -- stat: 0.00688 - sys: 0.00245 - norm: 1.08381 -- stat: 0.00406 - sys: 0.00414 - norm: 1.09443 -- stat: 0.00502 - sys: 0.00224 - norm: 1.03905 -- stat: 0.00661 - sys: 0.00219 - norm: 0.96993 -- stat: 0.004 - sys: 0.00383 - norm: 1.01376 -- stat: 0.00546 - sys: 0.00216 - norm: 0.89913 -- stat: 0.00546 - sys: 0.00374 - norm: 0.89913 -- stat: 0.00427 - sys: 0.0022 - norm: 0.72063 -- stat: 0.00427 - sys: 0.00381 - norm: 0.72063 -- stat: 0.00409 - sys: 0.0015 - norm: 0.48080999999999996 -- stat: 0.00409 - sys: 0.0026 - norm: 0.48080999999999996 -- stat: 0.00316 - sys: 0.00225 - norm: 0.27867 -- stat: 0.00316 - sys: 0.0039 - norm: 0.27867 -- stat: 0.00529 - sys: 0.00278 - norm: 1.17717 -- stat: 0.00529 - sys: 0.00482 - norm: 1.17717 -- stat: 0.00474 - sys: 0.00231 - norm: 1.11186 -- stat: 0.00588 - sys: 0.00255 - norm: 1.13808 -- stat: 0.00369 - sys: 0.00416 - norm: 1.12218 -- stat: 0.00537 - sys: 0.00254 - norm: 1.09491 -- stat: 0.00691 - sys: 0.00231 - norm: 1.07271 -- stat: 0.00424 - sys: 0.00414 - norm: 1.08654 -- stat: 0.00522 - sys: 0.00215 - norm: 1.01415 -- stat: 0.00705 - sys: 0.00224 - norm: 1.0234800000000002 -- stat: 0.00419 - sys: 0.00376 - norm: 1.01745 -- stat: 0.00575 - sys: 0.00196 - norm: 0.90639 -- stat: 0.00786 - sys: 0.00197 - norm: 0.9024000000000001 -- stat: 0.00464 - sys: 0.00329 - norm: 0.90501 -- stat: 0.00434 - sys: 0.00186 - norm: 0.70119 -- stat: 0.00604 - sys: 0.00164 - norm: 0.71139 -- stat: 0.00353 - sys: 0.00262 - norm: 0.7046699999999999 -- stat: 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-- stat: 0.00545 - sys: 0.00162 - norm: 0.70338 -- stat: 0.00314 - sys: 0.00249 - norm: 0.69687 -- stat: 0.00378 - sys: 0.0014 - norm: 0.46509 -- stat: 0.00548 - sys: 0.00153 - norm: 0.48456 -- stat: 0.00311 - sys: 0.00248 - norm: 0.47136 -- stat: 0.00306 - sys: 0.00165 - norm: 0.27006 -- stat: 0.00385 - sys: 0.00193 - norm: 0.25488 -- stat: 0.0024 - sys: 0.00307 - norm: 0.26417999999999997 -- stat: 0.00166 - sys: 0.00233 - norm: 0.12795 -- stat: 0.00166 - sys: 0.00404 - norm: 0.12795 -- stat: 0.00541 - sys: 0.00689 - norm: 1.24377 -- stat: 0.00541 - sys: 0.00398 - norm: 1.24377 -- stat: 0.00636 - sys: 0.00233 - norm: 1.1327699999999998 -- stat: 0.00636 - sys: 0.00404 - norm: 1.1327699999999998 -- stat: 0.00577 - sys: 0.0022 - norm: 1.07181 -- stat: 0.00698 - sys: 0.00225 - norm: 1.05801 -- stat: 0.00445 - sys: 0.00374 - norm: 1.0662 -- stat: 0.00525 - sys: 0.00198 - norm: 0.96414 -- stat: 0.0068 - sys: 0.00212 - norm: 1.00575 -- stat: 0.00416 - sys: 0.0035 - norm: 0.97965 -- stat: 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norm: 0.02397 diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/uncertainties_rqcd.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/uncertainties_rqcd.yaml new file mode 100644 index 0000000000..70ae8d67d3 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/uncertainties_rqcd.yaml @@ -0,0 +1,545 @@ +definitions: + stat: + description: statistical uncertainty + treatment: ADD + type: UNCORR + sys: + description: systematical uncertainty + treatment: MULT + type: CORR + norm: + description: normalization uncertainty + treatment: MULT + type: CORR +bins: +- stat: 0.0062 + sys: 0.00736 + norm: 1.20615 +- stat: 0.00429 + sys: 0.00485 + norm: 1.1540400000000002 +- stat: 0.00404 + sys: 0.0079 + norm: 1.17537 +- stat: 0.00356 + sys: 0.00532 + norm: 1.16778 +- stat: 0.00392 + sys: 0.0043 + norm: 1.13304 +- stat: 0.0049 + sys: 0.00475 + norm: 1.1065800000000001 +- stat: 0.00622 + sys: 0.00779 + norm: 1.16946 +- stat: 0.00289 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b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/uncertainties_rzero.yaml @@ -0,0 +1,545 @@ +definitions: + stat: + description: statistical uncertainty + treatment: ADD + type: UNCORR + sys: + description: systematical uncertainty + treatment: MULT + type: CORR + norm: + description: normalization uncertainty + treatment: MULT + type: CORR +bins: +- stat: 0.006 + sys: 0.00714 + norm: 1.16802 +- stat: 0.00424 + sys: 0.0048 + norm: 1.14165 +- stat: 0.00388 + sys: 0.00762 + norm: 1.1313900000000001 +- stat: 0.00351 + sys: 0.00525 + norm: 1.15041 +- stat: 0.0039 + sys: 0.00426 + norm: 1.1268 +- stat: 0.00489 + sys: 0.00475 + norm: 1.10358 +- stat: 0.00596 + sys: 0.00747 + norm: 1.12143 +- stat: 0.00284 + sys: 0.00506 + norm: 1.14747 +- stat: 0.00396 + sys: 0.00447 + norm: 1.13028 +- stat: 0.00474 + sys: 0.00409 + norm: 1.09371 +- stat: 0.00481 + sys: 0.00395 + norm: 1.0215299999999998 +- stat: 0.00536 + sys: 0.00518 + norm: 0.9132 +- stat: 0.00476 + sys: 0.00506 + norm: 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0.00059 + norm: 0.20201999999999998 +- stat: 0.00112 + sys: 0.00048 + norm: 0.08634 +- stat: 0.00057 + sys: 0.00048 + norm: 0.027270000000000003 +- stat: 0.00365 + sys: 0.00057 + norm: 0.35523 +- stat: 0.00273 + sys: 0.00059 + norm: 0.1797 +- stat: 0.00189 + sys: 0.00052 + norm: 0.08172 +- stat: 0.00098 + sys: 0.00043 + norm: 0.024959999999999996 +- stat: 0.00366 + sys: 0.0005 + norm: 0.18273 +- stat: 0.00248 + sys: 0.00047 + norm: 0.08895 +- stat: 0.0013 + sys: 0.00028 + norm: 0.023939999999999996 From b20f5e207a04f84effac25e425a3d137984ae7fd Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Sat, 12 Oct 2024 09:54:49 +0200 Subject: [PATCH 07/32] improve variant error msg --- validphys2/src/validphys/commondataparser.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/validphys2/src/validphys/commondataparser.py b/validphys2/src/validphys/commondataparser.py index 6def4d2dfd..9583393b39 100644 --- a/validphys2/src/validphys/commondataparser.py +++ b/validphys2/src/validphys/commondataparser.py @@ -429,10 +429,8 @@ def check(self): raise ValidationError(f"Missing `data_central` field for {self.name}") if not self.data_uncertainties: - ermsg = f"Missing `data_uncertainties` for {self.name}." - # be polite - if "legacy" in self.variants: - ermsg += " Maybe you intended to use `variant: legacy`?" + ermsg = f"""Missing `data_uncertainties` for {self.name}. + Select one of the variants: {list(self.variants.keys())}""" raise ValidationError(ermsg) # Check that plotting.plot_x is being filled From a6eac0016dd7c1c4750cc5ba2f07f4516e57ab4c Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Mon, 14 Oct 2024 09:01:13 +0200 Subject: [PATCH 08/32] adding deuteron data --- .../data_rqcd.yaml | 160 +++ .../data_rzero.yaml | 160 +++ .../BCDMS_NC_NOTFIXED_D_HEPDATA/filter.py | 122 ++ .../kinematics.yaml | 1273 +++++++++++++++++ .../BCDMS_NC_NOTFIXED_D_HEPDATA/metadata.yaml | 69 + .../rawdata/Table10.csv | 32 + .../rawdata/Table11.csv | 31 + .../rawdata/Table12.csv | 26 + .../rawdata/Table13.csv | 17 + .../rawdata/Table14.csv | 21 + .../rawdata/Table15.csv | 26 + .../rawdata/Table16.csv | 27 + .../rawdata/Table17.csv | 29 + .../rawdata/Table18.csv | 30 + .../rawdata/Table19.csv | 31 + .../rawdata/Table2.csv | 17 + .../rawdata/Table20.csv | 32 + .../rawdata/Table21.csv | 32 + .../rawdata/Table22.csv | 31 + .../rawdata/Table23.csv | 26 + .../rawdata/Table3.csv | 21 + .../rawdata/Table4.csv | 26 + .../rawdata/Table5.csv | 27 + .../rawdata/Table6.csv | 29 + .../rawdata/Table7.csv | 30 + .../rawdata/Table8.csv | 31 + .../rawdata/Table9.csv | 32 + .../uncertainties_rqcd.yaml | 491 +++++++ .../uncertainties_rzero.yaml | 491 +++++++ .../BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py | 6 +- 30 files changed, 3373 insertions(+), 3 deletions(-) create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/data_rqcd.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/data_rzero.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/filter.py create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/kinematics.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/metadata.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table10.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table11.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table12.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table13.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table14.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table15.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table16.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table17.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table18.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table19.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table2.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table20.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table21.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table22.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table23.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table3.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table4.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table5.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table6.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table7.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table8.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table9.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/uncertainties_rqcd.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/uncertainties_rzero.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/data_rqcd.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/data_rqcd.yaml new file mode 100644 index 0000000000..d27d01ea99 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/data_rqcd.yaml @@ -0,0 +1,160 @@ +data_central: +- 0.38165 +- 0.3836 +- 0.36055 +- 0.36655 +- 0.33304 +- 0.31578 +- 0.27821 +- 0.36055 +- 0.34403 +- 0.31458 +- 0.28755 +- 0.25894 +- 0.18309 +- 0.12077 +- 0.33974 +- 0.30259 +- 0.27928 +- 0.24846 +- 0.18897 +- 0.11864 +- 0.05873 +- 0.39517 +- 0.33773 +- 0.30863 +- 0.27217 +- 0.2397 +- 0.17921 +- 0.12121 +- 0.05719 +- 0.02809 +- 0.38663 +- 0.36425 +- 0.34631 +- 0.31282 +- 0.27346 +- 0.23833 +- 0.17414 +- 0.11297 +- 0.06293 +- 0.02872 +- 0.37191 +- 0.33812 +- 0.30169 +- 0.27142 +- 0.23372 +- 0.18573 +- 0.11777 +- 0.05927 +- 0.02676 +- 0.36414 +- 0.34444 +- 0.30175 +- 0.2684 +- 0.23571 +- 0.17887 +- 0.10969 +- 0.05603 +- 0.02864 +- 0.33278 +- 0.30764 +- 0.27095 +- 0.23997 +- 0.17794 +- 0.1094 +- 0.05914 +- 0.02373 +- 0.37969 +- 0.3278 +- 0.30751 +- 0.2644 +- 0.23397 +- 0.17863 +- 0.10807 +- 0.0555 +- 0.02496 +- 0.00868 +- 0.37547 +- 0.3337 +- 0.29904 +- 0.26675 +- 0.22177 +- 0.17134 +- 0.10665 +- 0.05434 +- 0.02529 +- 0.00986 +- 0.33244 +- 0.30168 +- 0.26706 +- 0.22432 +- 0.1715 +- 0.10488 +- 0.05401 +- 0.02384 +- 0.00895 +- 0.33497 +- 0.31585 +- 0.26203 +- 0.22336 +- 0.16813 +- 0.10201 +- 0.05363 +- 0.02474 +- 0.00917 +- 0.32518 +- 0.29215 +- 0.25251 +- 0.21766 +- 0.16549 +- 0.10335 +- 0.05314 +- 0.02346 +- 0.00854 +- 0.29697 +- 0.25211 +- 0.22559 +- 0.16244 +- 0.09967 +- 0.05192 +- 0.02228 +- 0.00794 +- 0.25361 +- 0.20918 +- 0.16033 +- 0.09833 +- 0.05267 +- 0.02283 +- 0.00796 +- 0.25124 +- 0.21299 +- 0.16099 +- 0.0958 +- 0.04833 +- 0.02083 +- 0.00749 +- 0.21647 +- 0.15219 +- 0.09372 +- 0.05057 +- 0.02226 +- 0.008 +- 0.20187 +- 0.1587 +- 0.09366 +- 0.04886 +- 0.02 +- 0.00658 +- 0.14921 +- 0.08823 +- 0.04519 +- 0.01974 +- 0.00634 +- 0.09061 +- 0.03951 +- 0.0182 +- 0.00542 +- 0.04192 +- 0.01614 +- 0.00642 diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/data_rzero.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/data_rzero.yaml new file mode 100644 index 0000000000..44800baf62 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/data_rzero.yaml @@ -0,0 +1,160 @@ +data_central: +- 0.36575 +- 0.36092 +- 0.3536 +- 0.35702 +- 0.33013 +- 0.31451 +- 0.27761 +- 0.34834 +- 0.34016 +- 0.31298 +- 0.28678 +- 0.25851 +- 0.1829 +- 0.12068 +- 0.33475 +- 0.30061 +- 0.27833 +- 0.24795 +- 0.18873 +- 0.11853 +- 0.05869 +- 0.3742 +- 0.33123 +- 0.30601 +- 0.27099 +- 0.23909 +- 0.17893 +- 0.12108 +- 0.05714 +- 0.02807 +- 0.3604 +- 0.35627 +- 0.3378 +- 0.30947 +- 0.27198 +- 0.23758 +- 0.17382 +- 0.11283 +- 0.06287 +- 0.02869 +- 0.36119 +- 0.33493 +- 0.29923 +- 0.26953 +- 0.23279 +- 0.18531 +- 0.11759 +- 0.0592 +- 0.02673 +- 0.3501 +- 0.34013 +- 0.29883 +- 0.26596 +- 0.2345 +- 0.17836 +- 0.10949 +- 0.05595 +- 0.02861 +- 0.3272 +- 0.30541 +- 0.26906 +- 0.23886 +- 0.17729 +- 0.10915 +- 0.05904 +- 0.0237 +- 0.36758 +- 0.32015 +- 0.30445 +- 0.26196 +- 0.23258 +- 0.17803 +- 0.10785 +- 0.05542 +- 0.02494 +- 0.00867 +- 0.35901 +- 0.329 +- 0.29533 +- 0.26515 +- 0.2206 +- 0.17081 +- 0.10638 +- 0.05424 +- 0.02526 +- 0.00984 +- 0.32609 +- 0.2966 +- 0.26491 +- 0.22277 +- 0.17085 +- 0.10466 +- 0.05392 +- 0.02382 +- 0.00894 +- 0.32622 +- 0.31237 +- 0.25915 +- 0.22205 +- 0.16732 +- 0.10172 +- 0.05353 +- 0.0247 +- 0.00916 +- 0.31362 +- 0.28775 +- 0.24923 +- 0.21609 +- 0.16457 +- 0.10302 +- 0.05301 +- 0.02343 +- 0.00852 +- 0.2909 +- 0.24968 +- 0.22351 +- 0.16165 +- 0.09925 +- 0.05178 +- 0.02224 +- 0.00792 +- 0.25033 +- 0.20662 +- 0.15936 +- 0.09781 +- 0.05248 +- 0.02278 +- 0.00794 +- 0.24686 +- 0.21105 +- 0.15969 +- 0.09539 +- 0.04811 +- 0.02076 +- 0.00747 +- 0.2138 +- 0.15057 +- 0.09319 +- 0.0504 +- 0.02218 +- 0.00798 +- 0.19842 +- 0.15741 +- 0.09295 +- 0.04865 +- 0.01993 +- 0.00657 +- 0.14745 +- 0.08773 +- 0.04489 +- 0.01965 +- 0.00631 +- 0.08977 +- 0.0393 +- 0.01814 +- 0.00541 +- 0.04154 +- 0.01605 +- 0.00639 diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/filter.py b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/filter.py new file mode 100644 index 0000000000..da80c3f619 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/filter.py @@ -0,0 +1,122 @@ +""" +Implement BCDMS_NC_NOTFIXED_D_HEPDATA data form Hpedata reference. +We use tables with R=R(QCD) and R=0, for the averaged values on $\sqrt{s}$. +The legacy implementation of BCDMS_NC_NOTFIXED_D is given by the not averaged $\sqrt{s}$ for R=0, +so it has almost twice number of datapoints. +""" + +import pathlib + +import numpy as np +import pandas as pd +import yaml + +HERE = pathlib.Path(__file__).parent +VARIANTS = {"rqcd": (13, 23), "rzero": (2, 12)} + +def read_tables(tables): + """Parse Tables.""" + dfs = pd.DataFrame() + for table_id in range(tables[0], tables[1] + 1): + file = HERE / "rawdata" / f"Table{table_id}.csv" + with open(file, "r", encoding="utf-8") as f: + lines = f.readlines() + df = pd.DataFrame( + [l.split(",") for l in lines[12:-1]], + columns=[ + "Q2", + "F2", + "stat+", + "stat-", + "sys+", + "sys-", + "norm+", + "norm-", + ], + ) + df["x"] = float(lines[10].split(",")[1]) + if dfs.empty: + dfs = df + else: + dfs = pd.concat([dfs, df], ignore_index=True) + dfs["norm+"] = [float(x[:-1]) for x in dfs["norm+"]] + dfs["norm-"] = [float(x[:-2]) for x in dfs["norm-"]] + dfs = dfs.astype(float) + dfs["norm+"] *= abs(dfs.F2) + dfs["norm-"] *= abs(dfs.F2) + + # dfs["y"] = dfs.Q2 /( dfs.x * dfs.sqrts**2) + return dfs.sort_values(["Q2", "x"]) + + +def write_files(df, variant): + """Write kinematics, central value and uncertainties files.""" + + # Write central data + data_central_yaml = {"data_central": [float(x) for x in df["F2"]]} + with open(HERE / f"data_{variant}.yaml", "w", encoding="utf-8") as file: + yaml.dump(data_central_yaml, file) + + # Write kin file + kin = [] + for _, row in df.iterrows(): + kin_value = { + "Q2": { + "min": None, + "mid": float(row.Q2), + "max": None, + }, + "x": { + "min": None, + "mid": float(row.x), + "max": None, + }, + } + kin.append(kin_value) + kinematics_yaml = {"bins": kin} + with open(HERE / "kinematics.yaml", "w", encoding="utf-8") as file: + yaml.dump(kinematics_yaml, file, sort_keys=False) + + # loop on data points + error_definition = { + "stat": { + "description": "statistical uncertainty", + "treatment": "ADD", + "type": "UNCORR", + }, + "sys": { + "description": "systematical uncertainty", + "treatment": "MULT", + "type": "CORR", + }, + "norm": { + "description": "normalization uncertainty", + "treatment": "MULT", + "type": "CORR", + }, + } + error = [] + for _, row in df.iterrows(): + e = { + "stat": float(row["stat+"]), + "sys": float(row["sys+"]), + "norm": float(row["norm+"]), + } + error.append(e) + + uncertainties_yaml = {"definitions": error_definition, "bins": error} + with open(HERE / f"uncertainties_{variant}.yaml", "w", encoding="utf-8") as file: + yaml.dump(uncertainties_yaml, file, sort_keys=False) + + +if __name__ == "__main__": + dfs = [] + for tables in VARIANTS.values(): + dfs.append(read_tables(tables)) + + # check kinematic is the same for the 2 variants + np.testing.assert_allclose(dfs[0].x, dfs[1].x) + np.testing.assert_allclose(dfs[0].Q2, dfs[1].Q2) + + for df, variant in zip(dfs, VARIANTS): + write_files(df, variant) diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/kinematics.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/kinematics.yaml new file mode 100644 index 0000000000..208a7c0300 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/kinematics.yaml @@ -0,0 +1,1273 @@ +bins: +- Q2: + min: null + mid: 8.75 + max: null + x: + min: null + mid: 0.07 + max: null +- Q2: + min: null + mid: 10.25 + max: null + x: + min: null + mid: 0.07 + max: null +- Q2: + min: null + mid: 10.25 + max: null + x: + min: null + mid: 0.1 + max: null +- Q2: + min: null + mid: 11.75 + max: null + x: + min: null + mid: 0.1 + max: null +- Q2: + min: null + mid: 11.75 + max: null + x: + min: null + 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0.75 + max: null diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/metadata.yaml new file mode 100644 index 0000000000..6c6aca8396 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/metadata.yaml @@ -0,0 +1,69 @@ +setname: BCDMS_NC_NOTFIXED_D_HEPDATA +version: 1 +version_comment: Hepdata implementation of F2(R(QCD)) and F2(R=0) deuteron, averaged on $\sqrt{s}$ +nnpdf_metadata: + nnpdf31_process: DIS NC + experiment: BCDMS +arXiv: + url: https://arxiv.org/abs/ + journal: Phys. Lett. B223 (1989) 485 +iNSPIRE: + url: https://inspirehep.net/literature/285497 +hepdata: + url: https://www.hepdata.net/record/ins285497 + version: 1 + +implemented_observables: +- observable_name: EM-F2 + observable: + description: Deep Inelastic Scattering + label: BCDMS $d$ + units: '' + process_type: DIS_F2D + tables: [2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23] + npoints: [] + ndata: 159 + data_uncertainties: [] + data_central: data_rqcd.yaml + kinematic_coverage: + - x + - Q2 + kinematics: + variables: + x: + description: Bjorken x + label: $x$ + units: '' + Q2: + description: Momentum transfer + label: Q2 + units: '$GeV^2$' + file: kinematics.yaml + plotting: + kinematics_override: dis_sqrt_scale + dataset_label: BCDMS $d$ + y_label: $F_2(x,Q^2)$ + result_transform: qbindis + y_scale: symlog + line_by: + - x + normalize: + y_scale: linear + line_by: [] + figure_by: + - x + plot_x: Q2 + theory: + conversion_factor: 1.0 + operation: 'NULL' + FK_tables: + - - BCDMS_NC_HEPDATA_D_F2 + variants: + rzero: + data_uncertainties: + - uncertainties_rzero.yaml + data_central: data_rzero.yaml + rqcd: + data_uncertainties: + - uncertainties_rqcd.yaml + data_central: data_rqcd.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table10.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table10.csv new file mode 100644 index 0000000000..ecedad43e2 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table10.csv @@ -0,0 +1,32 @@ +#: table_doi: 10.17182/hepdata.6191.v1/t10 +#: name: Table 10 +#: description: R=SIG(L)/SIG(T) is taken to be zero. + +#: data_file: Table10.yaml +#: keyword reactions: MU+ DEUT --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: P [GEV],120 TO 280 +#: RE,MU+ DEUT --> MU+ X +#: X,0.55 +Q**2 [GEV**2],F2(R=0),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data -" +15.0,0.05869,0.00241,-0.00241,0.00268,-0.00268,3.0%,-3.0% +17.0,0.05714,0.00256,-0.00256,0.00229,-0.00229,3.0%,-3.0% +19.0,0.06287,0.00303,-0.00303,0.00206,-0.00206,3.0%,-3.0% +21.5,0.0592,0.00264,-0.00264,0.00177,-0.00177,3.0%,-3.0% +24.5,0.05595,0.0028,-0.0028,0.00147,-0.00147,3.0%,-3.0% +28.0,0.05904,0.00172,-0.00172,0.0013,-0.0013,3.0%,-3.0% +32.5,0.05542,0.00128,-0.00128,0.00149,-0.00149,3.0%,-3.0% +37.5,0.05424,0.00144,-0.00144,0.00125,-0.00125,3.0%,-3.0% +43.0,0.05392,0.0011,-0.0011,0.00128,-0.00128,3.0%,-3.0% +49.5,0.05353,0.00114,-0.00114,0.00111,-0.00111,3.0%,-3.0% +57.0,0.05301,0.00114,-0.00114,0.00088,-0.00088,3.0%,-3.0% +65.5,0.05178,0.0012,-0.0012,0.00076,-0.00076,3.0%,-3.0% +75.0,0.05248,0.00132,-0.00132,0.00068,-0.00068,3.0%,-3.0% +86.0,0.04811,0.00142,-0.00142,0.00057,-0.00057,3.0%,-3.0% +99.0,0.0504,0.00176,-0.00176,0.00057,-0.00057,3.0%,-3.0% +115.5,0.04865,0.00175,-0.00175,0.00048,-0.00048,3.0%,-3.0% +137.5,0.04489,0.00184,-0.00184,0.00042,-0.00042,3.0%,-3.0% +175.0,0.0393,0.00312,-0.00312,0.0004,-0.0004,3.0%,-3.0% +230.0,0.04154,0.00459,-0.00459,0.00036,-0.00036,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table11.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table11.csv new file mode 100644 index 0000000000..c775e52a2b --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table11.csv @@ -0,0 +1,31 @@ +#: table_doi: 10.17182/hepdata.6191.v1/t11 +#: name: Table 11 +#: description: R=SIG(L)/SIG(T) is taken to be zero. + +#: data_file: Table11.yaml +#: keyword reactions: MU+ DEUT --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: P [GEV],120 TO 280 +#: RE,MU+ DEUT --> MU+ X +#: X,0.65 +Q**2 [GEV**2],F2(R=0),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data -" +17.0,0.02807,0.00152,-0.00152,0.0032,-0.0032,3.0%,-3.0% +19.0,0.02869,0.00176,-0.00176,0.00284,-0.00284,3.0%,-3.0% +21.5,0.02673,0.00151,-0.00151,0.00241,-0.00241,3.0%,-3.0% +24.5,0.02861,0.00183,-0.00183,0.0022,-0.0022,3.0%,-3.0% +28.0,0.0237,0.00159,-0.00159,0.00154,-0.00154,3.0%,-3.0% +32.5,0.02494,0.00075,-0.00075,0.0017,-0.0017,3.0%,-3.0% +37.5,0.02526,0.00087,-0.00087,0.00152,-0.00152,3.0%,-3.0% +43.0,0.02382,0.00067,-0.00067,0.00151,-0.00151,3.0%,-3.0% +49.5,0.0247,0.0007,-0.0007,0.00137,-0.00137,3.0%,-3.0% +57.0,0.02343,0.00069,-0.00069,0.00107,-0.00107,3.0%,-3.0% +65.5,0.02224,0.00074,-0.00074,0.00081,-0.00081,3.0%,-3.0% +75.0,0.02278,0.00083,-0.00083,0.00071,-0.00071,3.0%,-3.0% +86.0,0.02076,0.00091,-0.00091,0.00054,-0.00054,3.0%,-3.0% +99.0,0.02218,0.00103,-0.00103,0.0005,-0.0005,3.0%,-3.0% +115.5,0.01993,0.0011,-0.0011,0.00042,-0.00042,3.0%,-3.0% +137.5,0.01965,0.00126,-0.00126,0.00035,-0.00035,3.0%,-3.0% +175.0,0.01814,0.00238,-0.00238,0.00033,-0.00033,3.0%,-3.0% +230.0,0.01605,0.00263,-0.00263,0.00024,-0.00024,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table12.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table12.csv new file mode 100644 index 0000000000..54e7f7bd73 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table12.csv @@ -0,0 +1,26 @@ +#: table_doi: 10.17182/hepdata.6191.v1/t12 +#: name: Table 12 +#: description: R=SIG(L)/SIG(T) is taken to be zero. + +#: data_file: Table12.yaml +#: keyword reactions: MU+ DEUT --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: P [GEV],120 TO 280 +#: RE,MU+ DEUT --> MU+ X +#: X,0.75 +Q**2 [GEV**2],F2(R=0),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data -" +32.5,0.00867,0.00054,-0.00054,0.00107,-0.00107,3.0%,-3.0% +37.5,0.00984,0.00073,-0.00073,0.00107,-0.00107,3.0%,-3.0% +43.0,0.00894,0.00038,-0.00038,0.00128,-0.00128,3.0%,-3.0% +49.5,0.00916,0.00042,-0.00042,0.00118,-0.00118,3.0%,-3.0% +57.0,0.00852,0.00042,-0.00042,0.00109,-0.00109,3.0%,-3.0% +65.5,0.00792,0.00044,-0.00044,0.0009,-0.0009,3.0%,-3.0% +75.0,0.00794,0.00048,-0.00048,0.0008,-0.0008,3.0%,-3.0% +86.0,0.00747,0.00051,-0.00051,0.00062,-0.00062,3.0%,-3.0% +99.0,0.00798,0.00059,-0.00059,0.00054,-0.00054,3.0%,-3.0% +115.5,0.00657,0.00063,-0.00063,0.00045,-0.00045,3.0%,-3.0% +137.5,0.00631,0.00067,-0.00067,0.00035,-0.00035,3.0%,-3.0% +175.0,0.00541,0.00116,-0.00116,0.00028,-0.00028,3.0%,-3.0% +230.0,0.00639,0.00172,-0.00172,0.00021,-0.00021,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table13.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table13.csv new file mode 100644 index 0000000000..2f3fba0249 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table13.csv @@ -0,0 +1,17 @@ +#: table_doi: 10.17182/hepdata.6191.v1/t13 +#: name: Table 13 +#: description: R=SIG(L)/SIG(T) is taken to be R(QCD). + +#: data_file: Table13.yaml +#: keyword reactions: MU+ DEUT --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: P [GEV],120 TO 280 +#: RE,MU+ DEUT --> MU+ X +#: X,0.07 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data -" +8.75,0.38165,0.00671,-0.00671,0.00708,-0.00708,3.0%,-3.0% +10.25,0.3836,0.00644,-0.00644,0.00766,-0.00766,3.0%,-3.0% +17.0,0.39517,0.00724,-0.00724,0.00656,-0.00656,3.0%,-3.0% +19.0,0.38663,0.0064,-0.0064,0.00651,-0.00651,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table14.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table14.csv new file mode 100644 index 0000000000..7af87d0185 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table14.csv @@ -0,0 +1,21 @@ +#: table_doi: 10.17182/hepdata.6191.v1/t14 +#: name: Table 14 +#: description: R=SIG(L)/SIG(T) is taken to be R(QCD). + +#: data_file: Table14.yaml +#: keyword reactions: MU+ DEUT --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: P [GEV],120 TO 280 +#: RE,MU+ DEUT --> MU+ X +#: X,0.1 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data -" +10.25,0.36055,0.00446,-0.00446,0.00469,-0.00469,3.0%,-3.0% +11.75,0.36655,0.00475,-0.00475,0.00488,-0.00488,3.0%,-3.0% +13.25,0.36055,0.00506,-0.00506,0.00443,-0.00443,3.0%,-3.0% +19.0,0.36425,0.00476,-0.00476,0.00333,-0.00333,3.0%,-3.0% +21.5,0.37191,0.00404,-0.00404,0.00364,-0.00364,3.0%,-3.0% +24.5,0.36414,0.00433,-0.00433,0.00303,-0.00303,3.0%,-3.0% +32.5,0.37969,0.00761,-0.00761,0.00535,-0.00535,3.0%,-3.0% +37.5,0.37547,0.0084,-0.0084,0.00459,-0.00459,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table15.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table15.csv new file mode 100644 index 0000000000..1eee96d370 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table15.csv @@ -0,0 +1,26 @@ +#: table_doi: 10.17182/hepdata.6191.v1/t15 +#: name: Table 15 +#: description: R=SIG(L)/SIG(T) is taken to be R(QCD). + +#: data_file: Table15.yaml +#: keyword reactions: MU+ DEUT --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: P [GEV],120 TO 280 +#: RE,MU+ DEUT --> MU+ X +#: X,0.14 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data -" +11.75,0.33304,0.00508,-0.00508,0.00385,-0.00385,3.0%,-3.0% +13.25,0.34403,0.0055,-0.0055,0.00402,-0.00402,3.0%,-3.0% +15.0,0.33974,0.00505,-0.00505,0.00391,-0.00391,3.0%,-3.0% +17.0,0.33773,0.00565,-0.00565,0.00371,-0.00371,3.0%,-3.0% +19.0,0.34631,0.00648,-0.00648,0.00364,-0.00364,3.0%,-3.0% +21.5,0.33812,0.00438,-0.00438,0.00282,-0.00282,3.0%,-3.0% +24.5,0.34444,0.00463,-0.00463,0.00329,-0.00329,3.0%,-3.0% +28.0,0.33278,0.00426,-0.00426,0.00237,-0.00237,3.0%,-3.0% +32.5,0.3278,0.00431,-0.00431,0.00232,-0.00232,3.0%,-3.0% +37.5,0.3337,0.00837,-0.00837,0.00398,-0.00398,3.0%,-3.0% +43.0,0.33244,0.00834,-0.00834,0.00372,-0.00372,3.0%,-3.0% +49.5,0.33497,0.00884,-0.00884,0.00374,-0.00374,3.0%,-3.0% +57.0,0.32518,0.01028,-0.01028,0.00364,-0.00364,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table16.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table16.csv new file mode 100644 index 0000000000..cd9d19812f --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table16.csv @@ -0,0 +1,27 @@ +#: table_doi: 10.17182/hepdata.6191.v1/t16 +#: name: Table 16 +#: description: R=SIG(L)/SIG(T) is taken to be R(QCD). + +#: data_file: Table16.yaml +#: keyword reactions: MU+ DEUT --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: P [GEV],120 TO 280 +#: RE,MU+ DEUT --> MU+ X +#: X,0.18 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data -" +11.75,0.31578,0.00601,-0.00601,0.00371,-0.00371,3.0%,-3.0% +13.25,0.31458,0.00608,-0.00608,0.00357,-0.00357,3.0%,-3.0% +15.0,0.30259,0.00548,-0.00548,0.00338,-0.00338,3.0%,-3.0% +17.0,0.30863,0.00617,-0.00617,0.00346,-0.00346,3.0%,-3.0% +19.0,0.31282,0.00675,-0.00675,0.00352,-0.00352,3.0%,-3.0% +21.5,0.30169,0.00378,-0.00378,0.00275,-0.00275,3.0%,-3.0% +24.5,0.30175,0.00411,-0.00411,0.00236,-0.00236,3.0%,-3.0% +28.0,0.30764,0.00468,-0.00468,0.0022,-0.0022,3.0%,-3.0% +32.5,0.30751,0.00373,-0.00373,0.00199,-0.00199,3.0%,-3.0% +37.5,0.29904,0.00349,-0.00349,0.00149,-0.00149,3.0%,-3.0% +43.0,0.30168,0.00349,-0.00349,0.00137,-0.00137,3.0%,-3.0% +49.5,0.31585,0.00932,-0.00932,0.00336,-0.00336,3.0%,-3.0% +57.0,0.29215,0.00642,-0.00642,0.00158,-0.00158,3.0%,-3.0% +65.5,0.29697,0.00685,-0.00685,0.00173,-0.00173,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table17.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table17.csv new file mode 100644 index 0000000000..2f02405aa1 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table17.csv @@ -0,0 +1,29 @@ +#: table_doi: 10.17182/hepdata.6191.v1/t17 +#: name: Table 17 +#: description: R=SIG(L)/SIG(T) is taken to be R(QCD). + +#: data_file: Table17.yaml +#: keyword reactions: MU+ DEUT --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: P [GEV],120 TO 280 +#: RE,MU+ DEUT --> MU+ X +#: X,0.225 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data -" +11.75,0.27821,0.00563,-0.00563,0.0032,-0.0032,3.0%,-3.0% +13.25,0.28755,0.00596,-0.00596,0.00331,-0.00331,3.0%,-3.0% +15.0,0.27928,0.00537,-0.00537,0.00307,-0.00307,3.0%,-3.0% +17.0,0.27217,0.00562,-0.00562,0.00294,-0.00294,3.0%,-3.0% +19.0,0.27346,0.00618,-0.00618,0.00301,-0.00301,3.0%,-3.0% +21.5,0.27142,0.0056,-0.0056,0.00305,-0.00305,3.0%,-3.0% +24.5,0.2684,0.00627,-0.00627,0.00282,-0.00282,3.0%,-3.0% +28.0,0.27095,0.00349,-0.00349,0.0013,-0.0013,3.0%,-3.0% +32.5,0.2644,0.00337,-0.00337,0.00139,-0.00139,3.0%,-3.0% +37.5,0.26675,0.00313,-0.00313,0.00144,-0.00144,3.0%,-3.0% +43.0,0.26706,0.00308,-0.00308,0.00145,-0.00145,3.0%,-3.0% +49.5,0.26203,0.00313,-0.00313,0.00165,-0.00165,3.0%,-3.0% +57.0,0.25251,0.00354,-0.00354,0.00102,-0.00102,3.0%,-3.0% +65.5,0.25211,0.00603,-0.00603,0.00135,-0.00135,3.0%,-3.0% +75.0,0.25361,0.00653,-0.00653,0.00111,-0.00111,3.0%,-3.0% +86.0,0.25124,0.00711,-0.00711,0.00121,-0.00121,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table18.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table18.csv new file mode 100644 index 0000000000..a90e920d61 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table18.csv @@ -0,0 +1,30 @@ +#: table_doi: 10.17182/hepdata.6191.v1/t18 +#: name: Table 18 +#: description: R=SIG(L)/SIG(T) is taken to be R(QCD). + +#: data_file: Table18.yaml +#: keyword reactions: MU+ DEUT --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: P [GEV],120 TO 280 +#: RE,MU+ DEUT --> MU+ X +#: X,0.275 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data -" +13.25,0.25894,0.00632,-0.00632,0.00291,-0.00291,3.0%,-3.0% +15.0,0.24846,0.00544,-0.00544,0.00319,-0.00319,3.0%,-3.0% +17.0,0.2397,0.0057,-0.0057,0.00263,-0.00263,3.0%,-3.0% +19.0,0.23833,0.00626,-0.00626,0.00282,-0.00282,3.0%,-3.0% +21.5,0.23372,0.00553,-0.00553,0.00244,-0.00244,3.0%,-3.0% +24.5,0.23571,0.00438,-0.00438,0.00137,-0.00137,3.0%,-3.0% +28.0,0.23997,0.00307,-0.00307,0.00135,-0.00135,3.0%,-3.0% +32.5,0.23397,0.00307,-0.00307,0.00114,-0.00114,3.0%,-3.0% +37.5,0.22177,0.00267,-0.00267,0.001,-0.001,3.0%,-3.0% +43.0,0.22432,0.00267,-0.00267,0.00088,-0.00088,3.0%,-3.0% +49.5,0.22336,0.00305,-0.00305,0.0012,-0.0012,3.0%,-3.0% +57.0,0.21766,0.00297,-0.00297,0.0009,-0.0009,3.0%,-3.0% +65.5,0.22559,0.00372,-0.00372,0.0012,-0.0012,3.0%,-3.0% +75.0,0.20918,0.00372,-0.00372,0.00154,-0.00154,3.0%,-3.0% +86.0,0.21299,0.00658,-0.00658,0.00094,-0.00094,3.0%,-3.0% +99.0,0.21647,0.00874,-0.00874,0.00081,-0.00081,3.0%,-3.0% +115.5,0.20187,0.00934,-0.00934,0.00083,-0.00083,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table19.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table19.csv new file mode 100644 index 0000000000..5800c9355c --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table19.csv @@ -0,0 +1,31 @@ +#: table_doi: 10.17182/hepdata.6191.v1/t19 +#: name: Table 19 +#: description: R=SIG(L)/SIG(T) is taken to be R(QCD). + +#: data_file: Table19.yaml +#: keyword reactions: MU+ DEUT --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: P [GEV],120 TO 280 +#: RE,MU+ DEUT --> MU+ X +#: X,0.35 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data -" +13.25,0.18309,0.00423,-0.00423,0.00236,-0.00236,3.0%,-3.0% +15.0,0.18897,0.00387,-0.00387,0.00241,-0.00241,3.0%,-3.0% +17.0,0.17921,0.00399,-0.00399,0.00191,-0.00191,3.0%,-3.0% +19.0,0.17414,0.00417,-0.00417,0.00197,-0.00197,3.0%,-3.0% +21.5,0.18573,0.00394,-0.00394,0.00204,-0.00204,3.0%,-3.0% +24.5,0.17887,0.00289,-0.00289,0.00132,-0.00132,3.0%,-3.0% +28.0,0.17794,0.00269,-0.00269,0.00109,-0.00109,3.0%,-3.0% +32.5,0.17863,0.00204,-0.00204,0.00097,-0.00097,3.0%,-3.0% +37.5,0.17134,0.0019,-0.0019,0.00074,-0.00074,3.0%,-3.0% +43.0,0.1715,0.00178,-0.00178,0.00099,-0.00099,3.0%,-3.0% +49.5,0.16813,0.00179,-0.00179,0.00076,-0.00076,3.0%,-3.0% +57.0,0.16549,0.0018,-0.0018,0.00087,-0.00087,3.0%,-3.0% +65.5,0.16244,0.00209,-0.00209,0.00078,-0.00078,3.0%,-3.0% +75.0,0.16033,0.00247,-0.00247,0.00102,-0.00102,3.0%,-3.0% +86.0,0.16099,0.00257,-0.00257,0.00073,-0.00073,3.0%,-3.0% +99.0,0.15219,0.00275,-0.00275,0.00057,-0.00057,3.0%,-3.0% +115.5,0.1587,0.00577,-0.00577,0.00066,-0.00066,3.0%,-3.0% +137.5,0.14921,0.00589,-0.00589,0.00062,-0.00062,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table2.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table2.csv new file mode 100644 index 0000000000..cd429ca093 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table2.csv @@ -0,0 +1,17 @@ +#: table_doi: 10.17182/hepdata.6191.v1/t2 +#: name: Table 2 +#: description: R=SIG(L)/SIG(T) is taken to be zero. + +#: data_file: Table2.yaml +#: keyword reactions: MU+ DEUT --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: P [GEV],120 TO 280 +#: RE,MU+ DEUT --> MU+ X +#: X,0.07 +Q**2 [GEV**2],F2(R=0),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data -" +8.75,0.36575,0.00643,-0.00643,0.00679,-0.00679,3.0%,-3.0% +10.25,0.36092,0.00606,-0.00606,0.00721,-0.00721,3.0%,-3.0% +17.0,0.3742,0.00686,-0.00686,0.00622,-0.00622,3.0%,-3.0% +19.0,0.3604,0.00597,-0.00597,0.00608,-0.00608,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table20.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table20.csv new file mode 100644 index 0000000000..6e8675bfce --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table20.csv @@ -0,0 +1,32 @@ +#: table_doi: 10.17182/hepdata.6191.v1/t20 +#: name: Table 20 +#: description: R=SIG(L)/SIG(T) is taken to be R(QCD). + +#: data_file: Table20.yaml +#: keyword reactions: MU+ DEUT --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: P [GEV],120 TO 280 +#: RE,MU+ DEUT --> MU+ X +#: X,0.45 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data -" +13.25,0.12077,0.00403,-0.00403,0.00236,-0.00236,3.0%,-3.0% +15.0,0.11864,0.00364,-0.00364,0.00218,-0.00218,3.0%,-3.0% +17.0,0.12121,0.00388,-0.00388,0.00204,-0.00204,3.0%,-3.0% +19.0,0.11297,0.00402,-0.00402,0.00194,-0.00194,3.0%,-3.0% +21.5,0.11777,0.00368,-0.00368,0.00171,-0.00171,3.0%,-3.0% +24.5,0.10969,0.00246,-0.00246,0.00111,-0.00111,3.0%,-3.0% +28.0,0.1094,0.00232,-0.00232,0.00104,-0.00104,3.0%,-3.0% +32.5,0.10807,0.00176,-0.00176,0.00107,-0.00107,3.0%,-3.0% +37.5,0.10665,0.00197,-0.00197,0.00097,-0.00097,3.0%,-3.0% +43.0,0.10488,0.00154,-0.00154,0.00099,-0.00099,3.0%,-3.0% +49.5,0.10201,0.00154,-0.00154,0.0008,-0.0008,3.0%,-3.0% +57.0,0.10335,0.00154,-0.00154,0.0008,-0.0008,3.0%,-3.0% +65.5,0.09967,0.0016,-0.0016,0.00068,-0.00068,3.0%,-3.0% +75.0,0.09833,0.00191,-0.00191,0.00062,-0.00062,3.0%,-3.0% +86.0,0.0958,0.00218,-0.00218,0.00061,-0.00061,3.0%,-3.0% +99.0,0.09372,0.00227,-0.00227,0.00054,-0.00054,3.0%,-3.0% +115.5,0.09366,0.00229,-0.00229,0.00054,-0.00054,3.0%,-3.0% +137.5,0.08823,0.00488,-0.00488,0.00048,-0.00048,3.0%,-3.0% +175.0,0.09061,0.00464,-0.00464,0.00052,-0.00052,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table21.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table21.csv new file mode 100644 index 0000000000..73fbfb5522 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table21.csv @@ -0,0 +1,32 @@ +#: table_doi: 10.17182/hepdata.6191.v1/t21 +#: name: Table 21 +#: description: R=SIG(L)/SIG(T) is taken to be R(QCD). + +#: data_file: Table21.yaml +#: keyword reactions: MU+ DEUT --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: P [GEV],120 TO 280 +#: RE,MU+ DEUT --> MU+ X +#: X,0.55 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data -" +15.0,0.05873,0.00241,-0.00241,0.00268,-0.00268,3.0%,-3.0% +17.0,0.05719,0.00256,-0.00256,0.0023,-0.0023,3.0%,-3.0% +19.0,0.06293,0.00303,-0.00303,0.00206,-0.00206,3.0%,-3.0% +21.5,0.05927,0.00264,-0.00264,0.00177,-0.00177,3.0%,-3.0% +24.5,0.05603,0.0028,-0.0028,0.00147,-0.00147,3.0%,-3.0% +28.0,0.05914,0.00172,-0.00172,0.00132,-0.00132,3.0%,-3.0% +32.5,0.0555,0.00128,-0.00128,0.00149,-0.00149,3.0%,-3.0% +37.5,0.05434,0.00144,-0.00144,0.00125,-0.00125,3.0%,-3.0% +43.0,0.05401,0.00111,-0.00111,0.0013,-0.0013,3.0%,-3.0% +49.5,0.05363,0.00114,-0.00114,0.00111,-0.00111,3.0%,-3.0% +57.0,0.05314,0.00114,-0.00114,0.0009,-0.0009,3.0%,-3.0% +65.5,0.05192,0.0012,-0.0012,0.00076,-0.00076,3.0%,-3.0% +75.0,0.05267,0.00132,-0.00132,0.00068,-0.00068,3.0%,-3.0% +86.0,0.04833,0.00143,-0.00143,0.00057,-0.00057,3.0%,-3.0% +99.0,0.05057,0.00177,-0.00177,0.00057,-0.00057,3.0%,-3.0% +115.5,0.04886,0.00176,-0.00176,0.00048,-0.00048,3.0%,-3.0% +137.5,0.04519,0.00185,-0.00185,0.00042,-0.00042,3.0%,-3.0% +175.0,0.03951,0.00314,-0.00314,0.00042,-0.00042,3.0%,-3.0% +230.0,0.04192,0.00463,-0.00463,0.00036,-0.00036,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table22.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table22.csv new file mode 100644 index 0000000000..e86e8cf5cf --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table22.csv @@ -0,0 +1,31 @@ +#: table_doi: 10.17182/hepdata.6191.v1/t22 +#: name: Table 22 +#: description: R=SIG(L)/SIG(T) is taken to be R(QCD). + +#: data_file: Table22.yaml +#: keyword reactions: MU+ DEUT --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: P [GEV],120 TO 280 +#: RE,MU+ DEUT --> MU+ X +#: X,0.65 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data -" +17.0,0.02809,0.00152,-0.00152,0.0032,-0.0032,3.0%,-3.0% +19.0,0.02872,0.00176,-0.00176,0.00284,-0.00284,3.0%,-3.0% +21.5,0.02676,0.00151,-0.00151,0.00241,-0.00241,3.0%,-3.0% +24.5,0.02864,0.00183,-0.00183,0.0022,-0.0022,3.0%,-3.0% +28.0,0.02373,0.00159,-0.00159,0.00156,-0.00156,3.0%,-3.0% +32.5,0.02496,0.00076,-0.00076,0.0017,-0.0017,3.0%,-3.0% +37.5,0.02529,0.00087,-0.00087,0.00152,-0.00152,3.0%,-3.0% +43.0,0.02384,0.00067,-0.00067,0.00152,-0.00152,3.0%,-3.0% +49.5,0.02474,0.0007,-0.0007,0.00137,-0.00137,3.0%,-3.0% +57.0,0.02346,0.00069,-0.00069,0.00107,-0.00107,3.0%,-3.0% +65.5,0.02228,0.00074,-0.00074,0.00081,-0.00081,3.0%,-3.0% +75.0,0.02283,0.00083,-0.00083,0.00071,-0.00071,3.0%,-3.0% +86.0,0.02083,0.00092,-0.00092,0.00054,-0.00054,3.0%,-3.0% +99.0,0.02226,0.00103,-0.00103,0.0005,-0.0005,3.0%,-3.0% +115.5,0.02,0.00111,-0.00111,0.00042,-0.00042,3.0%,-3.0% +137.5,0.01974,0.00127,-0.00127,0.00035,-0.00035,3.0%,-3.0% +175.0,0.0182,0.00239,-0.00239,0.00035,-0.00035,3.0%,-3.0% +230.0,0.01614,0.00264,-0.00264,0.00024,-0.00024,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table23.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table23.csv new file mode 100644 index 0000000000..4a20a582be --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table23.csv @@ -0,0 +1,26 @@ +#: table_doi: 10.17182/hepdata.6191.v1/t23 +#: name: Table 23 +#: description: R=SIG(L)/SIG(T) is taken to be R(QCD). + +#: data_file: Table23.yaml +#: keyword reactions: MU+ DEUT --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: P [GEV],120 TO 280 +#: RE,MU+ DEUT --> MU+ X +#: X,0.75 +Q**2 [GEV**2],F2(R=R(QCD)),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data -" +32.5,0.00868,0.00054,-0.00054,0.00107,-0.00107,3.0%,-3.0% +37.5,0.00986,0.00073,-0.00073,0.00107,-0.00107,3.0%,-3.0% +43.0,0.00895,0.00039,-0.00039,0.00128,-0.00128,3.0%,-3.0% +49.5,0.00917,0.00042,-0.00042,0.0012,-0.0012,3.0%,-3.0% +57.0,0.00854,0.00042,-0.00042,0.00109,-0.00109,3.0%,-3.0% +65.5,0.00794,0.00044,-0.00044,0.0009,-0.0009,3.0%,-3.0% +75.0,0.00796,0.00049,-0.00049,0.0008,-0.0008,3.0%,-3.0% +86.0,0.00749,0.00051,-0.00051,0.00062,-0.00062,3.0%,-3.0% +99.0,0.008,0.0006,-0.0006,0.00054,-0.00054,3.0%,-3.0% +115.5,0.00658,0.00063,-0.00063,0.00045,-0.00045,3.0%,-3.0% +137.5,0.00634,0.00068,-0.00068,0.00035,-0.00035,3.0%,-3.0% +175.0,0.00542,0.00116,-0.00116,0.00028,-0.00028,3.0%,-3.0% +230.0,0.00642,0.00173,-0.00173,0.00021,-0.00021,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table3.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table3.csv new file mode 100644 index 0000000000..004d047087 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table3.csv @@ -0,0 +1,21 @@ +#: table_doi: 10.17182/hepdata.6191.v1/t3 +#: name: Table 3 +#: description: R=SIG(L)/SIG(T) is taken to be zero. + +#: data_file: Table3.yaml +#: keyword reactions: MU+ DEUT --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: P [GEV],120 TO 280 +#: RE,MU+ DEUT --> MU+ X +#: X,0.1 +Q**2 [GEV**2],F2(R=0),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data -" +10.25,0.3536,0.00437,-0.00437,0.00461,-0.00461,3.0%,-3.0% +11.75,0.35702,0.00463,-0.00463,0.00476,-0.00476,3.0%,-3.0% +13.25,0.34834,0.00489,-0.00489,0.00428,-0.00428,3.0%,-3.0% +19.0,0.35627,0.00466,-0.00466,0.00324,-0.00324,3.0%,-3.0% +21.5,0.36119,0.00392,-0.00392,0.00353,-0.00353,3.0%,-3.0% +24.5,0.3501,0.00416,-0.00416,0.00291,-0.00291,3.0%,-3.0% +32.5,0.36758,0.00737,-0.00737,0.00518,-0.00518,3.0%,-3.0% +37.5,0.35901,0.00803,-0.00803,0.0044,-0.0044,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table4.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table4.csv new file mode 100644 index 0000000000..0a508ac089 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table4.csv @@ -0,0 +1,26 @@ +#: table_doi: 10.17182/hepdata.6191.v1/t4 +#: name: Table 4 +#: description: R=SIG(L)/SIG(T) is taken to be zero. + +#: data_file: Table4.yaml +#: keyword reactions: MU+ DEUT --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: P [GEV],120 TO 280 +#: RE,MU+ DEUT --> MU+ X +#: X,0.14 +Q**2 [GEV**2],F2(R=0),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data -" +11.75,0.33013,0.00504,-0.00504,0.00381,-0.00381,3.0%,-3.0% +13.25,0.34016,0.00544,-0.00544,0.00397,-0.00397,3.0%,-3.0% +15.0,0.33475,0.00498,-0.00498,0.00386,-0.00386,3.0%,-3.0% +17.0,0.33123,0.00554,-0.00554,0.00364,-0.00364,3.0%,-3.0% +19.0,0.3378,0.00632,-0.00632,0.00355,-0.00355,3.0%,-3.0% +21.5,0.33493,0.00434,-0.00434,0.00281,-0.00281,3.0%,-3.0% +24.5,0.34013,0.00457,-0.00457,0.00324,-0.00324,3.0%,-3.0% +28.0,0.3272,0.00419,-0.00419,0.00234,-0.00234,3.0%,-3.0% +32.5,0.32015,0.00421,-0.00421,0.00227,-0.00227,3.0%,-3.0% +37.5,0.329,0.00825,-0.00825,0.00391,-0.00391,3.0%,-3.0% +43.0,0.32609,0.00818,-0.00818,0.00365,-0.00365,3.0%,-3.0% +49.5,0.32622,0.00861,-0.00861,0.00365,-0.00365,3.0%,-3.0% +57.0,0.31362,0.00991,-0.00991,0.0035,-0.0035,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table5.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table5.csv new file mode 100644 index 0000000000..72be9eb356 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table5.csv @@ -0,0 +1,27 @@ +#: table_doi: 10.17182/hepdata.6191.v1/t5 +#: name: Table 5 +#: description: R=SIG(L)/SIG(T) is taken to be zero. + +#: data_file: Table5.yaml +#: keyword reactions: MU+ DEUT --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: P [GEV],120 TO 280 +#: RE,MU+ DEUT --> MU+ X +#: X,0.18 +Q**2 [GEV**2],F2(R=0),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data -" +11.75,0.31451,0.00599,-0.00599,0.00369,-0.00369,3.0%,-3.0% +13.25,0.31298,0.00605,-0.00605,0.00355,-0.00355,3.0%,-3.0% +15.0,0.30061,0.00544,-0.00544,0.00334,-0.00334,3.0%,-3.0% +17.0,0.30601,0.00612,-0.00612,0.00343,-0.00343,3.0%,-3.0% +19.0,0.30947,0.00668,-0.00668,0.00348,-0.00348,3.0%,-3.0% +21.5,0.29923,0.00375,-0.00375,0.00274,-0.00274,3.0%,-3.0% +24.5,0.29883,0.00407,-0.00407,0.00234,-0.00234,3.0%,-3.0% +28.0,0.30541,0.00465,-0.00465,0.00218,-0.00218,3.0%,-3.0% +32.5,0.30445,0.00369,-0.00369,0.00197,-0.00197,3.0%,-3.0% +37.5,0.29533,0.00345,-0.00345,0.00145,-0.00145,3.0%,-3.0% +43.0,0.2966,0.00343,-0.00343,0.00133,-0.00133,3.0%,-3.0% +49.5,0.31237,0.00922,-0.00922,0.00333,-0.00333,3.0%,-3.0% +57.0,0.28775,0.00632,-0.00632,0.00154,-0.00154,3.0%,-3.0% +65.5,0.2909,0.00671,-0.00671,0.0017,-0.0017,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table6.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table6.csv new file mode 100644 index 0000000000..9219e25ed9 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table6.csv @@ -0,0 +1,29 @@ +#: table_doi: 10.17182/hepdata.6191.v1/t6 +#: name: Table 6 +#: description: R=SIG(L)/SIG(T) is taken to be zero. + +#: data_file: Table6.yaml +#: keyword reactions: MU+ DEUT --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: P [GEV],120 TO 280 +#: RE,MU+ DEUT --> MU+ X +#: X,0.225 +Q**2 [GEV**2],F2(R=0),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data -" +11.75,0.27761,0.00562,-0.00562,0.0032,-0.0032,3.0%,-3.0% +13.25,0.28678,0.00594,-0.00594,0.00331,-0.00331,3.0%,-3.0% +15.0,0.27833,0.00535,-0.00535,0.00307,-0.00307,3.0%,-3.0% +17.0,0.27099,0.0056,-0.0056,0.00293,-0.00293,3.0%,-3.0% +19.0,0.27198,0.00615,-0.00615,0.003,-0.003,3.0%,-3.0% +21.5,0.26953,0.00556,-0.00556,0.00303,-0.00303,3.0%,-3.0% +24.5,0.26596,0.00621,-0.00621,0.00279,-0.00279,3.0%,-3.0% +28.0,0.26906,0.00347,-0.00347,0.00128,-0.00128,3.0%,-3.0% +32.5,0.26196,0.00334,-0.00334,0.00137,-0.00137,3.0%,-3.0% +37.5,0.26515,0.00311,-0.00311,0.00142,-0.00142,3.0%,-3.0% +43.0,0.26491,0.00305,-0.00305,0.00145,-0.00145,3.0%,-3.0% +49.5,0.25915,0.0031,-0.0031,0.00161,-0.00161,3.0%,-3.0% +57.0,0.24923,0.00349,-0.00349,0.00102,-0.00102,3.0%,-3.0% +65.5,0.24968,0.00597,-0.00597,0.00135,-0.00135,3.0%,-3.0% +75.0,0.25033,0.00645,-0.00645,0.00109,-0.00109,3.0%,-3.0% +86.0,0.24686,0.00699,-0.00699,0.00118,-0.00118,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table7.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table7.csv new file mode 100644 index 0000000000..0f939a7d1c --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table7.csv @@ -0,0 +1,30 @@ +#: table_doi: 10.17182/hepdata.6191.v1/t7 +#: name: Table 7 +#: description: R=SIG(L)/SIG(T) is taken to be zero. + +#: data_file: Table7.yaml +#: keyword reactions: MU+ DEUT --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: P [GEV],120 TO 280 +#: RE,MU+ DEUT --> MU+ X +#: X,0.275 +Q**2 [GEV**2],F2(R=0),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data -" +13.25,0.25851,0.00631,-0.00631,0.00291,-0.00291,3.0%,-3.0% +15.0,0.24795,0.00543,-0.00543,0.00319,-0.00319,3.0%,-3.0% +17.0,0.23909,0.00569,-0.00569,0.00262,-0.00262,3.0%,-3.0% +19.0,0.23758,0.00624,-0.00624,0.00282,-0.00282,3.0%,-3.0% +21.5,0.23279,0.00551,-0.00551,0.00242,-0.00242,3.0%,-3.0% +24.5,0.2345,0.00436,-0.00436,0.00137,-0.00137,3.0%,-3.0% +28.0,0.23886,0.00306,-0.00306,0.00135,-0.00135,3.0%,-3.0% +32.5,0.23258,0.00305,-0.00305,0.00113,-0.00113,3.0%,-3.0% +37.5,0.2206,0.00266,-0.00266,0.001,-0.001,3.0%,-3.0% +43.0,0.22277,0.00266,-0.00266,0.00087,-0.00087,3.0%,-3.0% +49.5,0.22205,0.00303,-0.00303,0.0012,-0.0012,3.0%,-3.0% +57.0,0.21609,0.00295,-0.00295,0.0009,-0.0009,3.0%,-3.0% +65.5,0.22351,0.00369,-0.00369,0.00118,-0.00118,3.0%,-3.0% +75.0,0.20662,0.00367,-0.00367,0.00152,-0.00152,3.0%,-3.0% +86.0,0.21105,0.00652,-0.00652,0.00092,-0.00092,3.0%,-3.0% +99.0,0.2138,0.00863,-0.00863,0.0008,-0.0008,3.0%,-3.0% +115.5,0.19842,0.00918,-0.00918,0.00081,-0.00081,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table8.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table8.csv new file mode 100644 index 0000000000..25b63103ab --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table8.csv @@ -0,0 +1,31 @@ +#: table_doi: 10.17182/hepdata.6191.v1/t8 +#: name: Table 8 +#: description: R=SIG(L)/SIG(T) is taken to be zero. + +#: data_file: Table8.yaml +#: keyword reactions: MU+ DEUT --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: P [GEV],120 TO 280 +#: RE,MU+ DEUT --> MU+ X +#: X,0.35 +Q**2 [GEV**2],F2(R=0),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data -" +13.25,0.1829,0.00423,-0.00423,0.00236,-0.00236,3.0%,-3.0% +15.0,0.18873,0.00387,-0.00387,0.00241,-0.00241,3.0%,-3.0% +17.0,0.17893,0.00398,-0.00398,0.00191,-0.00191,3.0%,-3.0% +19.0,0.17382,0.00416,-0.00416,0.00197,-0.00197,3.0%,-3.0% +21.5,0.18531,0.00393,-0.00393,0.00204,-0.00204,3.0%,-3.0% +24.5,0.17836,0.00288,-0.00288,0.00132,-0.00132,3.0%,-3.0% +28.0,0.17729,0.00268,-0.00268,0.00109,-0.00109,3.0%,-3.0% +32.5,0.17803,0.00203,-0.00203,0.00095,-0.00095,3.0%,-3.0% +37.5,0.17081,0.00189,-0.00189,0.00074,-0.00074,3.0%,-3.0% +43.0,0.17085,0.00177,-0.00177,0.00099,-0.00099,3.0%,-3.0% +49.5,0.16732,0.00178,-0.00178,0.00076,-0.00076,3.0%,-3.0% +57.0,0.16457,0.00179,-0.00179,0.00087,-0.00087,3.0%,-3.0% +65.5,0.16165,0.00208,-0.00208,0.00078,-0.00078,3.0%,-3.0% +75.0,0.15936,0.00246,-0.00246,0.001,-0.001,3.0%,-3.0% +86.0,0.15969,0.00255,-0.00255,0.00073,-0.00073,3.0%,-3.0% +99.0,0.15057,0.00272,-0.00272,0.00057,-0.00057,3.0%,-3.0% +115.5,0.15741,0.00572,-0.00572,0.00064,-0.00064,3.0%,-3.0% +137.5,0.14745,0.00582,-0.00582,0.00061,-0.00061,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table9.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table9.csv new file mode 100644 index 0000000000..60a8ff792e --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table9.csv @@ -0,0 +1,32 @@ +#: table_doi: 10.17182/hepdata.6191.v1/t9 +#: name: Table 9 +#: description: R=SIG(L)/SIG(T) is taken to be zero. + +#: data_file: Table9.yaml +#: keyword reactions: MU+ DEUT --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: P [GEV],120 TO 280 +#: RE,MU+ DEUT --> MU+ X +#: X,0.45 +Q**2 [GEV**2],F2(R=0),stat +,stat -,sys +,sys -,"sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data +","sys,There is a 3 PCT overall normalization error plus a relative normalization uncertainty of 1 PCT between the 120 and 200 GeV data and 1.5 PCT between the 280 and 200 GeV data -" +13.25,0.12068,0.00403,-0.00403,0.00236,-0.00236,3.0%,-3.0% +15.0,0.11853,0.00364,-0.00364,0.00218,-0.00218,3.0%,-3.0% +17.0,0.12108,0.00388,-0.00388,0.00204,-0.00204,3.0%,-3.0% +19.0,0.11283,0.00402,-0.00402,0.00194,-0.00194,3.0%,-3.0% +21.5,0.11759,0.00367,-0.00367,0.00171,-0.00171,3.0%,-3.0% +24.5,0.10949,0.00246,-0.00246,0.00111,-0.00111,3.0%,-3.0% +28.0,0.10915,0.00231,-0.00231,0.00104,-0.00104,3.0%,-3.0% +32.5,0.10785,0.00176,-0.00176,0.00106,-0.00106,3.0%,-3.0% +37.5,0.10638,0.00197,-0.00197,0.00097,-0.00097,3.0%,-3.0% +43.0,0.10466,0.00154,-0.00154,0.00099,-0.00099,3.0%,-3.0% +49.5,0.10172,0.00153,-0.00153,0.0008,-0.0008,3.0%,-3.0% +57.0,0.10302,0.00153,-0.00153,0.00078,-0.00078,3.0%,-3.0% +65.5,0.09925,0.00159,-0.00159,0.00068,-0.00068,3.0%,-3.0% +75.0,0.09781,0.0019,-0.0019,0.00061,-0.00061,3.0%,-3.0% +86.0,0.09539,0.00217,-0.00217,0.00061,-0.00061,3.0%,-3.0% +99.0,0.09319,0.00226,-0.00226,0.00052,-0.00052,3.0%,-3.0% +115.5,0.09295,0.00227,-0.00227,0.00054,-0.00054,3.0%,-3.0% +137.5,0.08773,0.00485,-0.00485,0.00048,-0.00048,3.0%,-3.0% +175.0,0.08977,0.0046,-0.0046,0.00052,-0.00052,3.0%,-3.0% + diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/uncertainties_rqcd.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/uncertainties_rqcd.yaml new file mode 100644 index 0000000000..1ef708c096 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/uncertainties_rqcd.yaml @@ -0,0 +1,491 @@ +definitions: + stat: + description: statistical uncertainty + treatment: ADD + type: UNCORR + sys: + description: systematical uncertainty + treatment: MULT + type: CORR + norm: + description: normalization uncertainty + treatment: MULT + type: CORR +bins: +- stat: 0.00671 + sys: 0.00708 + norm: 1.14495 +- stat: 0.00644 + sys: 0.00766 + norm: 1.1508 +- stat: 0.00446 + sys: 0.00469 + norm: 1.08165 +- stat: 0.00475 + sys: 0.00488 + norm: 1.09965 +- stat: 0.00508 + sys: 0.00385 + norm: 0.99912 +- stat: 0.00601 + sys: 0.00371 + norm: 0.9473400000000001 +- stat: 0.00563 + sys: 0.0032 + norm: 0.83463 +- stat: 0.00506 + sys: 0.00443 + norm: 1.08165 +- 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b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/uncertainties_rzero.yaml new file mode 100644 index 0000000000..f256f7a734 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/uncertainties_rzero.yaml @@ -0,0 +1,491 @@ +definitions: + stat: + description: statistical uncertainty + treatment: ADD + type: UNCORR + sys: + description: systematical uncertainty + treatment: MULT + type: CORR + norm: + description: normalization uncertainty + treatment: MULT + type: CORR +bins: +- stat: 0.00643 + sys: 0.00679 + norm: 1.09725 +- stat: 0.00606 + sys: 0.00721 + norm: 1.08276 +- stat: 0.00437 + sys: 0.00461 + norm: 1.0608 +- stat: 0.00463 + sys: 0.00476 + norm: 1.0710600000000001 +- stat: 0.00504 + sys: 0.00381 + norm: 0.9903899999999999 +- stat: 0.00599 + sys: 0.00369 + norm: 0.94353 +- stat: 0.00562 + sys: 0.0032 + norm: 0.8328300000000001 +- stat: 0.00489 + sys: 0.00428 + norm: 1.04502 +- stat: 0.00544 + sys: 0.00397 + norm: 1.02048 +- stat: 0.00605 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0.14595 +- stat: 0.0011 + sys: 0.00042 + norm: 0.059789999999999996 +- stat: 0.00063 + sys: 0.00045 + norm: 0.019710000000000002 +- stat: 0.00582 + sys: 0.00061 + norm: 0.44235 +- stat: 0.00485 + sys: 0.00048 + norm: 0.26319000000000004 +- stat: 0.00184 + sys: 0.00042 + norm: 0.13467 +- stat: 0.00126 + sys: 0.00035 + norm: 0.05895 +- stat: 0.00067 + sys: 0.00035 + norm: 0.01893 +- stat: 0.0046 + sys: 0.00052 + norm: 0.26931 +- stat: 0.00312 + sys: 0.0004 + norm: 0.1179 +- stat: 0.00238 + sys: 0.00033 + norm: 0.054419999999999996 +- stat: 0.00116 + sys: 0.00028 + norm: 0.01623 +- stat: 0.00459 + sys: 0.00036 + norm: 0.12462000000000001 +- stat: 0.00263 + sys: 0.00024 + norm: 0.04815 +- stat: 0.00172 + sys: 0.00021 + norm: 0.01917 diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py index 13654561e7..b8e8fdce59 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py @@ -1,8 +1,8 @@ -""" +r""" Implement BCDMS_NC_NOTFIXED_P_HEPDATA data form Hpedata reference. We use tables with R=R(QCD) and R=0, for the averaged values on $\sqrt{s}$. -The legacy implementation of BCDMS_NC_NOTFIXED_P is given by the unaverage $\sqrt{s}$ for R=0, -so it has almost the double ndata. +The legacy implementation of BCDMS_NC_NOTFIXED_P is given by the not averaged $\sqrt{s}$ for R=0, +so it has almost twice number of datapoints. """ import pathlib From 15be1d295190ae52c80037cd6deab7b53de3ac01 Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Mon, 14 Oct 2024 11:50:10 +0200 Subject: [PATCH 09/32] add EMC from Hepdata --- .../EMC_NC_250GEV_DW/data_rzero.yaml | 22 ++ .../commondata/EMC_NC_250GEV_DW/filter.py | 92 +++++++ .../EMC_NC_250GEV_DW/kinematics.yaml | 253 ++++++++++++++++++ .../EMC_NC_250GEV_DW/kinematics_EM-F2C.yaml | 253 ------------------ .../commondata/EMC_NC_250GEV_DW/metadata.yaml | 53 ++-- .../rawdata/HEPData-ins180921-v1-Table_1.csv | 135 ++++++++++ .../EMC_NC_250GEV_DW/uncertainties_rzero.yaml | 27 ++ 7 files changed, 558 insertions(+), 277 deletions(-) create mode 100644 nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/data_rzero.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/filter.py create mode 100644 nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/kinematics.yaml delete mode 100644 nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/kinematics_EM-F2C.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/rawdata/HEPData-ins180921-v1-Table_1.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/uncertainties_rzero.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/data_rzero.yaml b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/data_rzero.yaml new file mode 100644 index 0000000000..43e7346b64 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/data_rzero.yaml @@ -0,0 +1,22 @@ +data_central: +- 0.00543 +- 0.00347 +- 0.0105 +- 0.00627 +- 0.013 +- 0.00243 +- 0.00824 +- 0.0182 +- 0.00695 +- 0.0107 +- 0.02 +- 0.0029 +- 0.0115 +- 0.0181 +- 0.00377 +- 0.00664 +- 0.0106 +- 0.00262 +- 0.00271 +- 0.00708 +- 0.00274 diff --git a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/filter.py b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/filter.py new file mode 100644 index 0000000000..e53078822f --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/filter.py @@ -0,0 +1,92 @@ +"""Implement Hepdata F2 charm data from Table 1 (ie. fig 14 of the paper). EMC assumes R=0.""" +import pandas as pd +import pathlib +import yaml + +HERE = pathlib.Path(__file__).parent + +def read_tables(): + """Read Hepdata table.""" + + dfs = pd.DataFrame() + with open(HERE / "rawdata" / "HEPData-ins180921-v1-Table_1.csv", encoding="utf-8") as f: + lines = f.readlines() + + # loop on columns + for idx_line in range(11,137,14): + df = pd.DataFrame( + [l.split(",") for l in lines[idx_line+3:idx_line+11]], + columns=[ + "Q2", + "Q2_min", + "Q2_max", + "F2", + "error+", + "error-" + ] + ) + df = df[~df.F2.str.contains("-")].astype(float) + df["x_min"] = float(lines[idx_line+1].split("TO")[0].split(',')[-1]) + df["x_max"] = float(lines[idx_line+1].split("TO")[-1]) + df["x"] = (df.x_min + df.x_max)/2 + df["sqrts"] = float(lines[idx_line].split(",")[-1]) + dfs = pd.concat([dfs, df], ignore_index=True) if not dfs.empty else df + return dfs + +def write_files(df): + """Write kinematics, central value and uncertainties files.""" + + # Write central data + data_central_yaml = {"data_central": [float(x) for x in df["F2"]]} + with open(HERE / "data_rzero.yaml", "w", encoding="utf-8") as file: + yaml.dump(data_central_yaml, file) + + # Write kin file + kin = [] + for _, row in df.iterrows(): + kin_value = { + "x": { + "min": float(row.x_min), + "mid": float(row.x), + "max": float(row.x_max), + }, + "Q2": { + "min": float(row.Q2_min), + "mid": float(row.Q2), + "max": float(row.Q2_max), + }, + "sqrts": { + "min": None, + "mid": float(row.sqrts), + "max": None, + }, + } + kin.append(kin_value) + kinematics_yaml = {"bins": kin} + with open(HERE / "kinematics.yaml", "w", encoding="utf-8") as file: + yaml.dump(kinematics_yaml, file, sort_keys=False) + + # loop on data points + error_definition = { + "stat": { + "description": "Total experimental uncertainty", + "treatment": "ADD", + "type": "UNCORR", + }, + } + error = [] + for _, row in df.iterrows(): + e = { + "stat": float(row["error+"]), + } + error.append(e) + + uncertainties_yaml = {"definitions": error_definition, "bins": error} + with open(HERE / "uncertainties_rzero.yaml", "w", encoding="utf-8") as file: + yaml.dump(uncertainties_yaml, file, sort_keys=False) + + +if __name__ == "__main__": + + df = read_tables() + write_files(df) \ No newline at end of file diff --git a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/kinematics.yaml b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/kinematics.yaml new file mode 100644 index 0000000000..242f5046a9 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/kinematics.yaml @@ -0,0 +1,253 @@ +bins: +- x: + min: 0.0032 + mid: 0.0044 + max: 0.0056 + Q2: + min: 1.0 + mid: 1.3900000000000001 + max: 1.78 + sqrts: + min: null + mid: 21.677 + max: null +- x: + min: 0.0056 + mid: 0.0078 + max: 0.01 + Q2: + min: 1.0 + mid: 1.3900000000000001 + max: 1.78 + sqrts: + min: null + mid: 21.677 + max: null +- x: + min: 0.0056 + mid: 0.0078 + max: 0.01 + Q2: + min: 1.78 + mid: 2.47 + max: 3.16 + sqrts: + min: null + mid: 21.677 + max: null +- x: + min: 0.01 + mid: 0.0139 + max: 0.0178 + Q2: + min: 1.78 + mid: 2.47 + max: 3.16 + sqrts: + min: null + mid: 21.677 + max: null +- x: + min: 0.01 + mid: 0.0139 + max: 0.0178 + Q2: + min: 3.16 + mid: 4.390000000000001 + max: 5.62 + sqrts: + min: null + mid: 21.677 + max: null +- x: + min: 0.0178 + mid: 0.0247 + max: 0.0316 + Q2: + min: 1.78 + mid: 2.47 + max: 3.16 + sqrts: + min: null + mid: 21.677 + max: null +- x: + min: 0.0178 + mid: 0.0247 + max: 0.0316 + Q2: + min: 3.16 + mid: 4.390000000000001 + max: 5.62 + sqrts: + min: null + mid: 21.677 + max: null +- x: + min: 0.0178 + mid: 0.0247 + max: 0.0316 + Q2: + min: 5.62 + mid: 7.8100000000000005 + max: 10.0 + sqrts: + min: null + mid: 21.677 + max: null +- x: + min: 0.0316 + mid: 0.0439 + max: 0.0562 + Q2: + min: 3.16 + mid: 4.390000000000001 + max: 5.62 + sqrts: + min: null + mid: 21.677 + max: null +- x: + min: 0.0316 + mid: 0.0439 + max: 0.0562 + Q2: + min: 5.62 + mid: 7.8100000000000005 + max: 10.0 + sqrts: + min: null + mid: 21.677 + max: null +- x: + min: 0.0316 + mid: 0.0439 + max: 0.0562 + Q2: + min: 10.0 + mid: 13.9 + max: 17.8 + sqrts: + min: null + mid: 21.677 + max: null +- x: + min: 0.0562 + mid: 0.0781 + max: 0.1 + Q2: + min: 5.62 + mid: 7.8100000000000005 + max: 10.0 + sqrts: + min: null + mid: 21.677 + max: null +- x: + min: 0.0562 + mid: 0.0781 + max: 0.1 + Q2: + min: 10.0 + mid: 13.9 + max: 17.8 + sqrts: + min: null + mid: 21.677 + max: null +- x: + min: 0.0562 + mid: 0.0781 + max: 0.1 + Q2: + min: 17.8 + mid: 24.700000000000003 + max: 31.6 + sqrts: + min: null + mid: 21.677 + max: null +- x: + min: 0.1 + mid: 0.139 + max: 0.178 + Q2: + min: 10.0 + mid: 13.9 + max: 17.8 + sqrts: + min: null + mid: 21.677 + max: null +- x: + min: 0.1 + mid: 0.139 + max: 0.178 + Q2: + min: 17.8 + mid: 24.700000000000003 + max: 31.6 + sqrts: + min: null + mid: 21.677 + max: null +- x: + min: 0.1 + mid: 0.139 + max: 0.178 + Q2: + min: 31.6 + mid: 43.900000000000006 + max: 56.2 + sqrts: + min: null + mid: 21.677 + max: null +- x: + min: 0.178 + mid: 0.247 + max: 0.316 + Q2: + min: 17.8 + mid: 24.700000000000003 + max: 31.6 + sqrts: + min: null + mid: 21.677 + max: null +- x: + min: 0.178 + mid: 0.247 + max: 0.316 + Q2: + min: 31.6 + mid: 43.900000000000006 + max: 56.2 + sqrts: + min: null + mid: 21.677 + max: null +- x: + min: 0.178 + mid: 0.247 + max: 0.316 + Q2: + min: 56.2 + mid: 78.1 + max: 100.0 + sqrts: + min: null + mid: 21.677 + max: null +- x: + min: 0.316 + mid: 0.43900000000000006 + max: 0.562 + Q2: + min: 56.2 + mid: 78.1 + max: 100.0 + sqrts: + min: null + mid: 21.677 + max: null diff --git a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/kinematics_EM-F2C.yaml b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/kinematics_EM-F2C.yaml deleted file mode 100644 index dc8abaa437..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/kinematics_EM-F2C.yaml +++ /dev/null @@ -1,253 +0,0 @@ -bins: -- k1: - min: null - mid: 0.0044 - max: null - k2: - min: null - mid: 1.39 - max: null - k3: - min: null - mid: 0.0 - max: null -- k1: - min: null - mid: 0.0078 - max: null - k2: - min: null - mid: 1.39 - max: null - k3: - min: null - mid: 0.0 - max: null -- k1: - min: null - mid: 0.0078 - max: null - k2: - min: null - mid: 2.47 - max: null - k3: - min: null - mid: 0.0 - max: null -- k1: - min: null - mid: 0.0139 - max: null - k2: - min: null - mid: 2.47 - max: null - k3: - min: null - mid: 0.0 - max: null -- k1: - min: null - mid: 0.0139 - max: null - k2: - min: null - mid: 4.39 - max: null - k3: - min: null - mid: 0.0 - max: null -- k1: - min: null - mid: 0.0247 - max: null - k2: - min: null - mid: 2.47 - max: null - k3: - min: null - mid: 0.0 - max: null -- k1: - min: null - mid: 0.0247 - max: null - k2: - min: null - mid: 4.39 - max: null - k3: - min: null - mid: 0.0 - max: null -- k1: - min: null - mid: 0.0247 - max: null - k2: - min: null - mid: 7.81 - max: null - k3: - min: null - mid: 0.0 - max: null -- k1: - min: null - mid: 0.0439 - max: null - k2: - min: null - mid: 4.39 - max: null - k3: - min: null - mid: 0.0 - max: null -- k1: - min: null - mid: 0.0439 - max: null - k2: - min: null - mid: 7.81 - max: null - k3: - min: null - mid: 0.0 - max: null -- k1: - min: null - mid: 0.0439 - max: null - k2: - min: null - mid: 13.9 - max: null - k3: - min: null - mid: 0.0 - max: null -- k1: - min: null - mid: 0.0781 - max: null - k2: - min: null - mid: 7.81 - max: null - k3: - min: null - mid: 0.0 - max: null -- k1: - min: null - mid: 0.0781 - max: null - k2: - min: null - mid: 13.9 - max: null - k3: - min: null - mid: 0.0 - max: null -- k1: - min: null - mid: 0.0781 - max: null - k2: - min: null - mid: 24.7 - max: null - k3: - min: null - mid: 0.0 - max: null -- k1: - min: null - mid: 0.139 - max: null - k2: - min: null - mid: 13.9 - max: null - k3: - min: null - mid: 0.0 - max: null -- k1: - min: null - mid: 0.139 - max: null - k2: - min: null - mid: 24.7 - max: null - k3: - min: null - mid: 0.0 - max: null -- k1: - min: null - mid: 0.139 - max: null - k2: - min: null - mid: 43.9 - max: null - k3: - min: null - mid: 0.0 - max: null -- k1: - min: null - mid: 0.247 - max: null - k2: - min: null - mid: 24.7 - max: null - k3: - min: null - mid: 0.0 - max: null -- k1: - min: null - mid: 0.247 - max: null - k2: - min: null - mid: 43.9 - max: null - k3: - min: null - mid: 0.0 - max: null -- k1: - min: null - mid: 0.247 - max: null - k2: - min: null - mid: 78.1 - max: null - k3: - min: null - mid: 0.0 - max: null -- k1: - min: null - mid: 0.439 - max: null - k2: - min: null - mid: 78.1 - max: null - k3: - min: null - mid: 0.0 - max: null diff --git a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/metadata.yaml index b900a1e8df..05e026a3f5 100644 --- a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/metadata.yaml @@ -1,16 +1,17 @@ setname: EMC_NC_250GEV_DW -version: 1 -version_comment: Port of old commondata +version: 2 +version_comment: Port of old commondata and hepdata implementation, it assumes R=0. nnpdf_metadata: nnpdf31_process: DIS NC experiment: NUCLEAR arXiv: - url: https://arxiv.org/abs/ + url: https://cds.cern.ch/record/140481 iNSPIRE: - url: '' + url: https://inspirehep.net/literature/180921 hepdata: - url: '' - version: -1 + url: https://www.hepdata.net/record/ins180921 + version: 2 + implemented_observables: - observable_name: EM-F2C observable: @@ -25,32 +26,32 @@ implemented_observables: kinematics_override: dis_sqrt_scale theory_reference: Bertone:2013vaa dataset_label: EMC $F_2^c$ - y_label: $10^{qbin}F_2^c(x,Q^2)$ + y_label: $F_2^c(x,Q^2)$ y_scale: log x_scale: log result_transform: qbinexp line_by: - - k2 - plot_x: k1 + - Q2 + plot_x: x kinematic_coverage: - - k1 - - k2 - - k3 + - x + - Q2 + - sqrts kinematics: variables: - k1: - description: Variable k1 - label: k1 + x: + description: Bjorken x + label: $x$ units: '' - k2: - description: Variable k2 - label: k2 - units: '' - k3: - description: Variable k3 - label: k3 - units: '' - file: kinematics_EM-F2C.yaml + Q2: + description: Momentum transfer + label: '$Q^2$' + units: '$GeV^2$' + sqrts: + description: Center of mass energy + label: '$\sqrt{s}$' + units: '$GeV$' + file: kinematics.yaml theory: conversion_factor: 1.0 operation: 'null' @@ -61,5 +62,9 @@ implemented_observables: legacy: data_uncertainties: - uncertainties_legacy_EM-F2C.yaml + rzero: + data_uncertainties: + - uncertainties_legacy_rzero.yaml + data_central: data_legacy_rzero.yaml data_central: data_legacy_EM-F2C.yaml ported_from: EMCF2C_dw_ite diff --git a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/rawdata/HEPData-ins180921-v1-Table_1.csv b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/rawdata/HEPData-ins180921-v1-Table_1.csv new file mode 100644 index 0000000000..c93b2e231e --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/rawdata/HEPData-ins180921-v1-Table_1.csv @@ -0,0 +1,135 @@ +#: table_doi: 10.17182/hepdata.46965.v1/t1 +#: name: Table 1 +#: description: The charm contribution to the nucleon structure function from the dimuon data. + +#: data_file: Table1.yaml +#: keyword reactions: MU+ NUCLEON --> MU+ CHARM CHARMBAR X | MU+ NUCLEON --> MU+ CQ CQBAR X | MU+ NUCLEON --> MU+ MU- X | MU+ NUCLEON --> MU+ MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Di-Muon Production | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 21.677 +#: PLAB [GeV],,,250.0 +#: RE,,,MU+ NUCLEON --> MU+ CQ CQBAR X +#: SQRT(S) [GeV],,,21.677 +#: X,,,0.0032 TO 0.0056 +Q**2 [GEV**2],Q**2 [GEV**2] LOW,Q**2 [GEV**2] HIGH,F2(NAME=CHARM),error +,error - +1.3900000000000001,1.0,1.78,0.00543,0.00035,-0.00035 +2.47,1.78,3.16,-,0,0 +4.390000000000001,3.16,5.62,-,0,0 +7.8100000000000005,5.62,10.0,-,0,0 +13.9,10.0,17.8,-,0,0 +24.700000000000003,17.8,31.6,-,0,0 +43.900000000000006,31.6,56.2,-,0,0 +78.1,56.2,100.0,-,0,0 + +#: PLAB [GeV],,,250.0 +#: RE,,,MU+ NUCLEON --> MU+ CQ CQBAR X +#: SQRT(S) [GeV],,,21.677 +#: X,,,0.0056 TO 0.0100 +Q**2 [GEV**2],Q**2 [GEV**2] LOW,Q**2 [GEV**2] HIGH,F2(NAME=CHARM),error +,error - +1.3900000000000001,1.0,1.78,0.00347,0.00058,-0.00058 +2.47,1.78,3.16,0.0105,0.0006,-0.0006 +4.390000000000001,3.16,5.62,-,0,0 +7.8100000000000005,5.62,10.0,-,0,0 +13.9,10.0,17.8,-,0,0 +24.700000000000003,17.8,31.6,-,0,0 +43.900000000000006,31.6,56.2,-,0,0 +78.1,56.2,100.0,-,0,0 + +#: PLAB [GeV],,,250.0 +#: RE,,,MU+ NUCLEON --> MU+ CQ CQBAR X +#: SQRT(S) [GeV],,,21.677 +#: X,,,0.0100 TO 0.0178 +Q**2 [GEV**2],Q**2 [GEV**2] LOW,Q**2 [GEV**2] HIGH,F2(NAME=CHARM),error +,error - +1.3900000000000001,1.0,1.78,-,0,0 +2.47,1.78,3.16,0.00627,0.00083,-0.00083 +4.390000000000001,3.16,5.62,0.013,0.0007,-0.0007 +7.8100000000000005,5.62,10.0,-,0,0 +13.9,10.0,17.8,-,0,0 +24.700000000000003,17.8,31.6,-,0,0 +43.900000000000006,31.6,56.2,-,0,0 +78.1,56.2,100.0,-,0,0 + +#: PLAB [GeV],,,250.0 +#: RE,,,MU+ NUCLEON --> MU+ CQ CQBAR X +#: SQRT(S) [GeV],,,21.677 +#: X,,,0.0178 TO 0.0316 +Q**2 [GEV**2],Q**2 [GEV**2] LOW,Q**2 [GEV**2] HIGH,F2(NAME=CHARM),error +,error - +1.3900000000000001,1.0,1.78,-,0,0 +2.47,1.78,3.16,0.00243,0.00149,-0.00149 +4.390000000000001,3.16,5.62,0.00824,0.00088,-0.00088 +7.8100000000000005,5.62,10.0,0.0182,0.001,-0.001 +13.9,10.0,17.8,-,0,0 +24.700000000000003,17.8,31.6,-,0,0 +43.900000000000006,31.6,56.2,-,0,0 +78.1,56.2,100.0,-,0,0 + +#: PLAB [GeV],,,250.0 +#: RE,,,MU+ NUCLEON --> MU+ CQ CQBAR X +#: SQRT(S) [GeV],,,21.677 +#: X,,,0.0316 TO 0.0562 +Q**2 [GEV**2],Q**2 [GEV**2] LOW,Q**2 [GEV**2] HIGH,F2(NAME=CHARM),error +,error - +1.3900000000000001,1.0,1.78,-,0,0 +2.47,1.78,3.16,-,0,0 +4.390000000000001,3.16,5.62,0.00695,0.00322,-0.00322 +7.8100000000000005,5.62,10.0,0.0107,0.0011,-0.0011 +13.9,10.0,17.8,0.02,0.0013,-0.0013 +24.700000000000003,17.8,31.6,-,0,0 +43.900000000000006,31.6,56.2,-,0,0 +78.1,56.2,100.0,-,0,0 + +#: PLAB [GeV],,,250.0 +#: RE,,,MU+ NUCLEON --> MU+ CQ CQBAR X +#: SQRT(S) [GeV],,,21.677 +#: X,,,0.0562 TO 0.100 +Q**2 [GEV**2],Q**2 [GEV**2] LOW,Q**2 [GEV**2] HIGH,F2(NAME=CHARM),error +,error - +1.3900000000000001,1.0,1.78,-,0,0 +2.47,1.78,3.16,-,0,0 +4.390000000000001,3.16,5.62,-,0,0 +7.8100000000000005,5.62,10.0,0.0029,0.00142,-0.00142 +13.9,10.0,17.8,0.0115,0.0013,-0.0013 +24.700000000000003,17.8,31.6,0.0181,0.0017,-0.0017 +43.900000000000006,31.6,56.2,-,0,0 +78.1,56.2,100.0,-,0,0 + +#: PLAB [GeV],,,250.0 +#: RE,,,MU+ NUCLEON --> MU+ CQ CQBAR X +#: SQRT(S) [GeV],,,21.677 +#: X,,,0.100 TO 0.178 +Q**2 [GEV**2],Q**2 [GEV**2] LOW,Q**2 [GEV**2] HIGH,F2(NAME=CHARM),error +,error - +1.3900000000000001,1.0,1.78,-,0,0 +2.47,1.78,3.16,-,0,0 +4.390000000000001,3.16,5.62,-,0,0 +7.8100000000000005,5.62,10.0,-,0,0 +13.9,10.0,17.8,0.00377,0.00172,-0.00172 +24.700000000000003,17.8,31.6,0.00664,0.00138,-0.00138 +43.900000000000006,31.6,56.2,0.0106,0.0017,-0.0017 +78.1,56.2,100.0,-,0,0 + +#: PLAB [GeV],,,250.0 +#: RE,,,MU+ NUCLEON --> MU+ CQ CQBAR X +#: SQRT(S) [GeV],,,21.677 +#: X,,,0.178 TO 0.316 +Q**2 [GEV**2],Q**2 [GEV**2] LOW,Q**2 [GEV**2] HIGH,F2(NAME=CHARM),error +,error - +1.3900000000000001,1.0,1.78,-,0,0 +2.47,1.78,3.16,-,0,0 +4.390000000000001,3.16,5.62,-,0,0 +7.8100000000000005,5.62,10.0,-,0,0 +13.9,10.0,17.8,-,0,0 +24.700000000000003,17.8,31.6,0.00262,0.00184,-0.00184 +43.900000000000006,31.6,56.2,0.00271,0.00102,-0.00102 +78.1,56.2,100.0,0.00708,0.00187,-0.00187 + +#: PLAB [GeV],,,250.0 +#: RE,,,MU+ NUCLEON --> MU+ CQ CQBAR X +#: SQRT(S) [GeV],,,21.677 +#: X,,,0.316 TO 0.562 +Q**2 [GEV**2],Q**2 [GEV**2] LOW,Q**2 [GEV**2] HIGH,F2(NAME=CHARM),error +,error - +1.3900000000000001,1.0,1.78,-,0,0 +2.47,1.78,3.16,-,0,0 +4.390000000000001,3.16,5.62,-,0,0 +7.8100000000000005,5.62,10.0,-,0,0 +13.9,10.0,17.8,-,0,0 +24.700000000000003,17.8,31.6,-,0,0 +43.900000000000006,31.6,56.2,-,0,0 +78.1,56.2,100.0,0.00274,0.00152,-0.00152 + diff --git a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/uncertainties_rzero.yaml b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/uncertainties_rzero.yaml new file mode 100644 index 0000000000..a7d0d88d22 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/uncertainties_rzero.yaml @@ -0,0 +1,27 @@ +definitions: + stat: + description: Total experimental uncertainty + treatment: ADD + type: UNCORR +bins: +- stat: 0.00035 +- stat: 0.00058 +- stat: 0.0006 +- stat: 0.00083 +- stat: 0.0007 +- stat: 0.00149 +- stat: 0.00088 +- stat: 0.001 +- stat: 0.00322 +- stat: 0.0011 +- stat: 0.0013 +- stat: 0.00142 +- stat: 0.0013 +- stat: 0.0017 +- stat: 0.00172 +- stat: 0.00138 +- stat: 0.0017 +- stat: 0.00184 +- stat: 0.00102 +- stat: 0.00187 +- stat: 0.00152 From ceeedfd35e661590aba83433b90cc6d64f69cfc9 Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Mon, 14 Oct 2024 12:02:01 +0200 Subject: [PATCH 10/32] minor fixes --- .../commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/metadata.yaml | 2 +- .../commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml | 2 +- .../nnpdf_data/commondata/EMC_NC_250GEV_DW/metadata.yaml | 4 ++-- 3 files changed, 4 insertions(+), 4 deletions(-) diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/metadata.yaml index 6c6aca8396..7f234342b0 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/metadata.yaml @@ -36,7 +36,7 @@ implemented_observables: units: '' Q2: description: Momentum transfer - label: Q2 + label: '$Q^2$' units: '$GeV^2$' file: kinematics.yaml plotting: diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml index 54bcd9d04a..a86693a751 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml @@ -37,7 +37,7 @@ implemented_observables: units: '' Q2: description: Momentum transfer - label: Q2 + label: '$Q^2$' units: '$GeV^2$' sqrts: description: "center of mass energy" diff --git a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/metadata.yaml index 05e026a3f5..a5818e1b64 100644 --- a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/metadata.yaml @@ -64,7 +64,7 @@ implemented_observables: - uncertainties_legacy_EM-F2C.yaml rzero: data_uncertainties: - - uncertainties_legacy_rzero.yaml - data_central: data_legacy_rzero.yaml + - uncertainties_rzero.yaml + data_central: data_rzero.yaml data_central: data_legacy_EM-F2C.yaml ported_from: EMCF2C_dw_ite From e180dbb51ba9ab80008e71c17bed24bc3f0d30fd Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Mon, 14 Oct 2024 17:45:51 +0200 Subject: [PATCH 11/32] implement NMC F2 d/p ratio --- .../{data_legacy_EM-F2.yaml => data.yaml} | 0 .../commondata/NMC_NC_NOTFIXED/filter.py | 100 + ...{kinematics_EM-F2.yaml => kinematics.yaml} | 2080 ++++++++--------- .../commondata/NMC_NC_NOTFIXED/metadata.yaml | 53 +- .../NMC_NC_NOTFIXED/rawdata/Table10.csv | 31 + .../NMC_NC_NOTFIXED/rawdata/Table11.csv | 31 + .../NMC_NC_NOTFIXED/rawdata/Table12.csv | 31 + .../NMC_NC_NOTFIXED/rawdata/Table13.csv | 31 + .../NMC_NC_NOTFIXED/rawdata/Table14.csv | 30 + .../NMC_NC_NOTFIXED/rawdata/Table15.csv | 30 + .../NMC_NC_NOTFIXED/rawdata/Table16.csv | 29 + .../NMC_NC_NOTFIXED/rawdata/Table17.csv | 29 + .../NMC_NC_NOTFIXED/rawdata/Table18.csv | 28 + .../NMC_NC_NOTFIXED/rawdata/Table19.csv | 27 + .../NMC_NC_NOTFIXED/rawdata/Table2.csv | 20 + .../NMC_NC_NOTFIXED/rawdata/Table20.csv | 26 + .../NMC_NC_NOTFIXED/rawdata/Table21.csv | 25 + .../NMC_NC_NOTFIXED/rawdata/Table3.csv | 22 + .../NMC_NC_NOTFIXED/rawdata/Table4.csv | 24 + .../NMC_NC_NOTFIXED/rawdata/Table5.csv | 27 + .../NMC_NC_NOTFIXED/rawdata/Table6.csv | 29 + .../NMC_NC_NOTFIXED/rawdata/Table7.csv | 29 + .../NMC_NC_NOTFIXED/rawdata/Table8.csv | 30 + .../NMC_NC_NOTFIXED/rawdata/Table9.csv | 31 + .../uncertainties_hepdata.yaml | 530 +++++ 25 files changed, 2258 insertions(+), 1065 deletions(-) rename nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/{data_legacy_EM-F2.yaml => data.yaml} (100%) create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/filter.py rename nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/{kinematics_EM-F2.yaml => kinematics.yaml} (75%) create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table10.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table11.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table12.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table13.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table14.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table15.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table16.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table17.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table18.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table19.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table2.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table20.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table21.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table3.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table4.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table5.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table6.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table7.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table8.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table9.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/uncertainties_hepdata.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/data_legacy_EM-F2.yaml b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/data.yaml similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/data_legacy_EM-F2.yaml rename to nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/data.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/filter.py b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/filter.py new file mode 100644 index 0000000000..952211d309 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/filter.py @@ -0,0 +1,100 @@ +r"""Implement data form Hepdata reference, data from Table 3.""" + +import pathlib + +import pandas as pd +import yaml + +HERE = pathlib.Path(__file__).parent + + +def read_tables(): + """Parse Tables.""" + dfs = pd.DataFrame() + for table_id in range(2, 22): + file = HERE / "rawdata" / f"Table{table_id}.csv" + with open(file, "r", encoding="utf-8") as f: + lines = f.readlines() + df = pd.DataFrame( + [l.split(",") for l in lines[14:-1]], + columns=[ + "Q2", + "F2_ratio", + "stat+", + "stat-", + "sys+", + "sys-", + ], + ) + df["x"] = float(lines[12].split(",")[1]) + df["sqrts"] = float(lines[11].split(",")[1]) + dfs = pd.concat([dfs, df], ignore_index=True) if not dfs.empty else df + + dfs = dfs.astype(float) + + # dfs["y"] = dfs.Q2 /( dfs.x * dfs.sqrts**2) + return dfs + + +def write_files(df): + """Write kinematics, central value and uncertainties files.""" + + # Write central data + data_central_yaml = {"data_central": [float(x) for x in df["F2_ratio"]]} + with open(HERE / f"data.yaml", "w", encoding="utf-8") as file: + yaml.dump(data_central_yaml, file) + + # Write kin file + kin = [] + for _, row in df.iterrows(): + kin_value = { + "x": { + "min": None, + "mid": float(row.x), + "max": None, + }, + "Q2": { + "min": None, + "mid": float(row.Q2), + "max": None, + }, + "sqrts": { + "min": None, + "mid": float(row.sqrts), + "max": None, + }, + } + kin.append(kin_value) + kinematics_yaml = {"bins": kin} + with open(HERE / "kinematics.yaml", "w", encoding="utf-8") as file: + yaml.dump(kinematics_yaml, file, sort_keys=False) + + # loop on data points + error_definition = { + "stat": { + "description": "statistical uncertainty", + "treatment": "ADD", + "type": "UNCORR", + }, + "sys": { + "description": "systematical uncertainty", + "treatment": "MULT", + "type": "CORR", + }, + } + error = [] + for _, row in df.iterrows(): + e = { + "stat": float(row["stat+"]), + "sys": float(row["sys+"]), + } + error.append(e) + + uncertainties_yaml = {"definitions": error_definition, "bins": error} + with open(HERE / "uncertainties_hepdata.yaml", "w", encoding="utf-8") as file: + yaml.dump(uncertainties_yaml, file, sort_keys=False) + + +if __name__ == "__main__": + df = read_tables() + write_files(df) diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/kinematics_EM-F2.yaml b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/kinematics.yaml similarity index 75% rename from nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/kinematics_EM-F2.yaml rename to nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/kinematics.yaml index a91c3849c1..f7d55cf2f5 100644 --- a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/kinematics_EM-F2.yaml +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/kinematics.yaml @@ -1,3121 +1,3121 @@ bins: -- k1: +- x: min: null mid: 0.0015 max: null - k2: + Q2: min: null mid: 0.16 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.0015 max: null - k2: + Q2: min: null mid: 0.25 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.0015 max: null - k2: + Q2: min: null mid: 0.35 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.0015 max: null - k2: + Q2: min: null mid: 0.45 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.0015 max: null - k2: + Q2: min: null mid: 0.6 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.003 max: null - k2: + Q2: min: null mid: 0.17 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.003 max: null - k2: + Q2: min: null mid: 0.25 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.003 max: null - k2: + Q2: min: null mid: 0.35 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.003 max: null - k2: + Q2: min: null mid: 0.45 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.003 max: null - k2: + Q2: min: null mid: 0.63 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.003 max: null - k2: + Q2: min: null mid: 0.88 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.003 max: null - k2: + Q2: min: null mid: 1.12 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.005 max: null - k2: + Q2: min: null mid: 0.16 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.005 max: null - k2: + Q2: min: null mid: 0.25 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.005 max: null - k2: + Q2: min: null mid: 0.35 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.005 max: null - k2: + Q2: min: null mid: 0.45 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.005 max: null - k2: + Q2: min: null mid: 0.61 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.005 max: null - k2: + Q2: min: null mid: 0.88 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.005 max: null - k2: + Q2: min: null mid: 1.13 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.005 max: null - k2: 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29.709 max: null -- k1: +- x: min: null mid: 0.35 max: null - k2: + Q2: min: null mid: 63.52 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.35 max: null - k2: + Q2: min: null mid: 96.35 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 4.54 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 5.47 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 6.93 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 8.92 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 11.34 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 14.89 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 19.77 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 26.64 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 35.5 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 47.26 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 63.65 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 98.05 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 5.53 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 6.88 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 8.91 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 11.34 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 14.85 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 19.74 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 26.64 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 35.57 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 47.16 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 63.56 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 98.82 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.675 max: null - k2: + Q2: min: null mid: 7.04 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.675 max: null - k2: + Q2: min: null mid: 8.88 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.675 max: null - k2: + Q2: min: null mid: 11.36 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.675 max: null - k2: + Q2: min: null mid: 14.85 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.675 max: null - k2: + Q2: min: null mid: 19.79 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.675 max: null - k2: + Q2: min: null mid: 26.49 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.675 max: null - k2: + Q2: min: null mid: 35.4 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.675 max: null - k2: + Q2: min: null mid: 47.03 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.675 max: null - k2: + Q2: min: null mid: 63.53 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null -- k1: +- x: min: null mid: 0.675 max: null - k2: + Q2: min: null mid: 99.03 max: null - k3: + sqrts: min: null - mid: 0.0 + mid: 29.709 max: null diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/metadata.yaml index c5136f28e2..e67a0afa57 100644 --- a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/metadata.yaml @@ -1,6 +1,6 @@ setname: NMC_NC_NOTFIXED -version: 1 -version_comment: Port of old commondata +version: 2 +version_comment: Port of old commondata and hepdata implementation. R and $\Delta R$ are simultaneously determined from the data. nnpdf_metadata: nnpdf31_process: DIS NC experiment: NMC @@ -8,18 +8,18 @@ arXiv: url: https://arxiv.org/abs/hep-ex/9611022 journal: Nucl. Phys. B487 (1997) 3 iNSPIRE: - url: '' + url: https://inspirehep.net/literature/426595 hepdata: - url: 10.17182/hepdata.32750.v1 - version: -1 + url: https://www.hepdata.net/record/ins426595 + version: 1 implemented_observables: - observable_name: EM-F2 observable: - description: Deep Inelastic Scattering + description: Deep Inelastic Scattering F2 deuterium to proton ratio. label: NMC $d/p$ units: '' process_type: DIS_F2R - tables: [] + tables: [2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21] npoints: [] ndata: 260 plotting: @@ -29,27 +29,27 @@ implemented_observables: y_label: $F_2^d/F_2^p(x,Q^2)$ data_reference: Arneodo:1996qe figure_by: - - k1 - plot_x: k2 + - x + plot_x: Q2 kinematic_coverage: - - k1 - - k2 - - k3 + - x + - Q2 + - sqrts kinematics: variables: - k1: - description: Variable k1 - label: k1 + x: + description: Bjorken x + label: $x$ units: '' - k2: - description: Variable k2 - label: k2 - units: '' - k3: - description: Variable k3 - label: k3 - units: '' - file: kinematics_EM-F2.yaml + Q2: + description: Momentum transfer + label: '$Q^2$' + units: '$GeV^2$' + sqrts: + description: Center of mass energy + label: '$\sqrt{s}$' + units: '$GeV$' + file: kinematics.yaml theory: conversion_factor: 1.0 operation: RATIO @@ -64,5 +64,8 @@ implemented_observables: legacy_D_DEFAULT: data_uncertainties: - uncertainties_EM-F2_sys_D_DEFAULT.yaml - data_central: data_legacy_EM-F2.yaml + hepdata: + data_uncertainties: + - uncertainties_hepdata.yaml + data_central: data.yaml ported_from: NMCPD diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table10.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table10.csv new file mode 100644 index 0000000000..490bb24904 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table10.csv @@ -0,0 +1,31 @@ +#: table_doi: 10.17182/hepdata.32750.v1/t10 +#: name: Table 10 +#: description: No description provided. +#: data_file: Table10.yaml +#: keyword reactions: MU- DEUT --> MU- X | MU+ DEUT --> MU+ X | MU- P --> MU- X | MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 29.709 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE(Q=DEUT),MUON DEUT --> MUON X +#: RE(Q=P),MUON P --> MUON X +#: SQRT(S) [GeV],29.709 +#: X,0.05 +MEAN(NAME=Q**2),F2(Q=DEUT)/F2(Q=P),stat +,stat -,sys +,sys - +0.46,0.9101,0.0412,-0.0412,0.006,-0.006 +0.61,0.9539,0.0214,-0.0214,0.0063,-0.0063 +0.88,0.9204,0.0213,-0.0213,0.0029,-0.0029 +1.13,0.9738,0.0167,-0.0167,0.0025,-0.0025 +1.37,0.94,0.0138,-0.0138,0.0025,-0.0025 +1.74,0.9532,0.0092,-0.0092,0.0025,-0.0025 +2.25,0.9526,0.0077,-0.0077,0.0023,-0.0023 +2.74,0.9642,0.0077,-0.0077,0.002,-0.002 +3.46,0.9597,0.0058,-0.0058,0.0017,-0.0017 +4.46,0.9551,0.0069,-0.0069,0.0015,-0.0015 +5.46,0.9577,0.0085,-0.0085,0.0015,-0.0015 +6.9,0.9682,0.0076,-0.0076,0.0015,-0.0015 +8.93,0.9578,0.0097,-0.0097,0.0018,-0.0018 +11.44,0.9532,0.0087,-0.0087,0.0014,-0.0014 +14.82,0.9698,0.009,-0.009,0.0015,-0.0015 +19.19,0.9635,0.0119,-0.0119,0.0022,-0.0022 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table11.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table11.csv new file mode 100644 index 0000000000..2bf9d9b2e6 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table11.csv @@ -0,0 +1,31 @@ +#: table_doi: 10.17182/hepdata.32750.v1/t11 +#: name: Table 11 +#: description: No description provided. +#: data_file: Table11.yaml +#: keyword reactions: MU- DEUT --> MU- X | MU+ DEUT --> MU+ X | MU- P --> MU- X | MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 29.709 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE(Q=DEUT),MUON DEUT --> MUON X +#: RE(Q=P),MUON P --> MUON X +#: SQRT(S) [GeV],29.709 +#: X,0.07 +MEAN(NAME=Q**2),F2(Q=DEUT)/F2(Q=P),stat +,stat -,sys +,sys - +0.68,0.9488,0.0438,-0.0438,0.0063,-0.0063 +0.86,0.9595,0.0344,-0.0344,0.0063,-0.0063 +1.11,1.001,0.0542,-0.0542,0.0068,-0.0068 +1.38,0.981,0.0197,-0.0197,0.0028,-0.0028 +1.74,0.971,0.0117,-0.0117,0.0027,-0.0027 +2.24,0.9477,0.0111,-0.0111,0.0023,-0.0023 +2.75,0.9449,0.0096,-0.0096,0.0023,-0.0023 +3.47,0.9486,0.0069,-0.0069,0.0019,-0.0019 +4.47,0.937,0.0079,-0.0079,0.0016,-0.0016 +5.47,0.945,0.0095,-0.0095,0.0014,-0.0014 +6.91,0.9367,0.0082,-0.0082,0.0015,-0.0015 +8.91,0.9394,0.0105,-0.0105,0.0015,-0.0015 +11.4,0.9328,0.0105,-0.0105,0.0018,-0.0018 +14.89,0.9432,0.0103,-0.0103,0.0014,-0.0014 +19.63,0.9371,0.0103,-0.0103,0.0013,-0.0013 +26.07,0.9592,0.0157,-0.0157,0.0018,-0.0018 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table12.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table12.csv new file mode 100644 index 0000000000..44d395a9aa --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table12.csv @@ -0,0 +1,31 @@ +#: table_doi: 10.17182/hepdata.32750.v1/t12 +#: name: Table 12 +#: description: No description provided. +#: data_file: Table12.yaml +#: keyword reactions: MU- DEUT --> MU- X | MU+ DEUT --> MU+ X | MU- P --> MU- X | MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 29.709 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE(Q=DEUT),MUON DEUT --> MUON X +#: RE(Q=P),MUON P --> MUON X +#: SQRT(S) [GeV],29.709 +#: X,0.09 +MEAN(NAME=Q**2),F2(Q=DEUT)/F2(Q=P),stat +,stat -,sys +,sys - +0.9,0.9678,0.054,-0.054,0.0065,-0.0065 +1.11,0.9351,0.0537,-0.0537,0.0062,-0.0062 +1.38,0.9385,0.0281,-0.0281,0.0032,-0.0032 +1.76,0.9413,0.014,-0.014,0.0028,-0.0028 +2.24,0.9313,0.0136,-0.0136,0.0025,-0.0025 +2.75,0.9445,0.0124,-0.0124,0.0024,-0.0024 +3.49,0.936,0.0082,-0.0082,0.0021,-0.0021 +4.47,0.9397,0.0089,-0.0089,0.0018,-0.0018 +5.46,0.942,0.0106,-0.0106,0.0016,-0.0016 +6.91,0.9245,0.0092,-0.0092,0.0016,-0.0016 +8.92,0.9218,0.0114,-0.0114,0.0014,-0.0014 +11.37,0.9254,0.0115,-0.0115,0.0017,-0.0017 +14.87,0.9291,0.0116,-0.0116,0.0014,-0.0014 +19.74,0.9319,0.0114,-0.0114,0.0013,-0.0013 +26.36,0.9554,0.0147,-0.0147,0.0012,-0.0012 +34.74,0.9233,0.0222,-0.0222,0.0017,-0.0017 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table13.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table13.csv new file mode 100644 index 0000000000..3349fca095 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table13.csv @@ -0,0 +1,31 @@ +#: table_doi: 10.17182/hepdata.32750.v1/t13 +#: name: Table 13 +#: description: No description provided. +#: data_file: Table13.yaml +#: keyword reactions: MU- DEUT --> MU- X | MU+ DEUT --> MU+ X | MU- P --> MU- X | MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 29.709 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE(Q=DEUT),MUON DEUT --> MUON X +#: RE(Q=P),MUON P --> MUON X +#: SQRT(S) [GeV],29.709 +#: X,0.11 +MEAN(NAME=Q**2),F2(Q=DEUT)/F2(Q=P),stat +,stat -,sys +,sys - +1.13,0.9264,0.068,-0.068,0.0063,-0.0063 +1.38,0.9005,0.0306,-0.0306,0.0031,-0.0031 +1.75,0.9227,0.0169,-0.0169,0.0031,-0.0031 +2.24,0.915,0.0151,-0.0151,0.0026,-0.0026 +2.74,0.9292,0.0153,-0.0153,0.0027,-0.0027 +3.49,0.9205,0.0097,-0.0097,0.0022,-0.0022 +4.47,0.9114,0.0098,-0.0098,0.002,-0.002 +5.46,0.9409,0.0117,-0.0117,0.0018,-0.0018 +6.9,0.9291,0.0102,-0.0102,0.0017,-0.0017 +8.92,0.9266,0.0127,-0.0127,0.0014,-0.0014 +11.37,0.9263,0.0126,-0.0126,0.0017,-0.0017 +14.85,0.9272,0.013,-0.013,0.0015,-0.0015 +19.74,0.9123,0.0124,-0.0124,0.0012,-0.0012 +26.52,0.9272,0.0147,-0.0147,0.0011,-0.0011 +35.32,0.905,0.0209,-0.0209,0.0011,-0.0011 +44.94,0.9039,0.0345,-0.0345,0.0019,-0.0019 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table14.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table14.csv new file mode 100644 index 0000000000..ba6dbd4a2f --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table14.csv @@ -0,0 +1,30 @@ +#: table_doi: 10.17182/hepdata.32750.v1/t14 +#: name: Table 14 +#: description: No description provided. +#: data_file: Table14.yaml +#: keyword reactions: MU- DEUT --> MU- X | MU+ DEUT --> MU+ X | MU- P --> MU- X | MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 29.709 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE(Q=DEUT),MUON DEUT --> MUON X +#: RE(Q=P),MUON P --> MUON X +#: SQRT(S) [GeV],29.709 +#: X,0.14 +MEAN(NAME=Q**2),F2(Q=DEUT)/F2(Q=P),stat +,stat -,sys +,sys - +1.4,0.914,0.031,-0.031,0.0037,-0.0037 +1.75,0.9427,0.0143,-0.0143,0.0036,-0.0036 +2.24,0.9056,0.0127,-0.0127,0.003,-0.003 +2.74,0.9223,0.0125,-0.0125,0.0028,-0.0028 +3.47,0.8966,0.009,-0.009,0.0023,-0.0023 +4.48,0.9132,0.0087,-0.0087,0.0022,-0.0022 +5.47,0.9242,0.0095,-0.0095,0.002,-0.002 +6.9,0.9212,0.0081,-0.0081,0.0019,-0.0019 +8.92,0.9147,0.01,-0.01,0.0016,-0.0016 +11.37,0.8981,0.0097,-0.0097,0.0016,-0.0016 +14.84,0.9068,0.0101,-0.0101,0.0017,-0.0017 +19.76,0.9018,0.0098,-0.0098,0.0013,-0.0013 +26.55,0.8924,0.011,-0.011,0.0011,-0.0011 +35.28,0.905,0.0149,-0.0149,0.0011,-0.0011 +46.95,0.8453,0.0191,-0.0191,0.001,-0.001 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table15.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table15.csv new file mode 100644 index 0000000000..26ae46d92a --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table15.csv @@ -0,0 +1,30 @@ +#: table_doi: 10.17182/hepdata.32750.v1/t15 +#: name: Table 15 +#: description: No description provided. +#: data_file: Table15.yaml +#: keyword reactions: MU- DEUT --> MU- X | MU+ DEUT --> MU+ X | MU- P --> MU- X | MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 29.709 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE(Q=DEUT),MUON DEUT --> MUON X +#: RE(Q=P),MUON P --> MUON X +#: SQRT(S) [GeV],29.709 +#: X,0.18 +MEAN(NAME=Q**2),F2(Q=DEUT)/F2(Q=P),stat +,stat -,sys +,sys - +1.82,0.8859,0.0193,-0.0193,0.0047,-0.0047 +2.24,0.8781,0.0146,-0.0146,0.0037,-0.0037 +2.75,0.9173,0.015,-0.015,0.0033,-0.0033 +3.47,0.8983,0.0106,-0.0106,0.0027,-0.0027 +4.47,0.8811,0.0117,-0.0117,0.0022,-0.0022 +5.49,0.9134,0.012,-0.012,0.0025,-0.0025 +6.92,0.8869,0.0093,-0.0093,0.0022,-0.0022 +8.93,0.8622,0.0108,-0.0108,0.0018,-0.0018 +11.37,0.8676,0.0109,-0.0109,0.0017,-0.0017 +14.85,0.8787,0.0114,-0.0114,0.0018,-0.0018 +19.75,0.862,0.0108,-0.0108,0.0014,-0.0014 +26.61,0.8684,0.0122,-0.0122,0.0013,-0.0013 +35.37,0.8641,0.0153,-0.0153,0.0011,-0.0011 +47.01,0.8715,0.0202,-0.0202,0.001,-0.001 +63.04,0.897,0.0297,-0.0297,0.0011,-0.0011 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table16.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table16.csv new file mode 100644 index 0000000000..9a5d5f88a1 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table16.csv @@ -0,0 +1,29 @@ +#: table_doi: 10.17182/hepdata.32750.v1/t16 +#: name: Table 16 +#: description: No description provided. +#: data_file: Table16.yaml +#: keyword reactions: MU- DEUT --> MU- X | MU+ DEUT --> MU+ X | MU- P --> MU- X | MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 29.709 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE(Q=DEUT),MUON DEUT --> MUON X +#: RE(Q=P),MUON P --> MUON X +#: SQRT(S) [GeV],29.709 +#: X,0.225 +MEAN(NAME=Q**2),F2(Q=DEUT)/F2(Q=P),stat +,stat -,sys +,sys - +2.28,0.8552,0.0172,-0.0172,0.0055,-0.0055 +2.74,0.8761,0.0161,-0.0161,0.0044,-0.0044 +3.48,0.8714,0.0109,-0.0109,0.0032,-0.0032 +4.47,0.8702,0.0121,-0.0121,0.0027,-0.0027 +5.47,0.8445,0.0137,-0.0137,0.0023,-0.0023 +6.97,0.8607,0.0101,-0.0101,0.0024,-0.0024 +8.93,0.8464,0.0112,-0.0112,0.0021,-0.0021 +11.38,0.8534,0.0112,-0.0112,0.0018,-0.0018 +14.85,0.8549,0.0116,-0.0116,0.0019,-0.0019 +19.74,0.8617,0.0112,-0.0112,0.0017,-0.0017 +26.64,0.8651,0.0126,-0.0126,0.0015,-0.0015 +35.42,0.867,0.0155,-0.0155,0.0013,-0.0013 +46.95,0.8343,0.0186,-0.0186,0.0011,-0.0011 +63.23,0.8218,0.0248,-0.0248,0.001,-0.001 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table17.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table17.csv new file mode 100644 index 0000000000..918fd44c0a --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table17.csv @@ -0,0 +1,29 @@ +#: table_doi: 10.17182/hepdata.32750.v1/t17 +#: name: Table 17 +#: description: No description provided. +#: data_file: Table17.yaml +#: keyword reactions: MU- DEUT --> MU- X | MU+ DEUT --> MU+ X | MU- P --> MU- X | MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 29.709 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE(Q=DEUT),MUON DEUT --> MUON X +#: RE(Q=P),MUON P --> MUON X +#: SQRT(S) [GeV],29.709 +#: X,0.275 +MEAN(NAME=Q**2),F2(Q=DEUT)/F2(Q=P),stat +,stat -,sys +,sys - +2.78,0.8219,0.0203,-0.0203,0.0068,-0.0068 +3.46,0.8637,0.0155,-0.0155,0.0051,-0.0051 +4.47,0.8542,0.0141,-0.0141,0.0033,-0.0033 +5.47,0.8505,0.0163,-0.0163,0.003,-0.003 +6.89,0.8302,0.0142,-0.0142,0.0023,-0.0023 +8.94,0.8377,0.0134,-0.0134,0.0025,-0.0025 +11.37,0.8202,0.0128,-0.0128,0.002,-0.002 +14.87,0.8459,0.0135,-0.0135,0.0022,-0.0022 +19.74,0.8269,0.0127,-0.0127,0.0019,-0.0019 +26.6,0.8334,0.014,-0.014,0.0017,-0.0017 +35.43,0.832,0.0169,-0.0169,0.0014,-0.0014 +46.98,0.8444,0.0214,-0.0214,0.0013,-0.0013 +63.48,0.8104,0.0265,-0.0265,0.001,-0.001 +90.68,0.8027,0.0349,-0.0349,0.001,-0.001 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table18.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table18.csv new file mode 100644 index 0000000000..991cf5b3be --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table18.csv @@ -0,0 +1,28 @@ +#: table_doi: 10.17182/hepdata.32750.v1/t18 +#: name: Table 18 +#: description: No description provided. +#: data_file: Table18.yaml +#: keyword reactions: MU- DEUT --> MU- X | MU+ DEUT --> MU+ X | MU- P --> MU- X | MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 29.709 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE(Q=DEUT),MUON DEUT --> MUON X +#: RE(Q=P),MUON P --> MUON X +#: SQRT(S) [GeV],29.709 +#: X,0.35 +MEAN(NAME=Q**2),F2(Q=DEUT)/F2(Q=P),stat +,stat -,sys +,sys - +3.57,0.8205,0.0158,-0.0158,0.008,-0.008 +4.51,0.7953,0.0134,-0.0134,0.0045,-0.0045 +5.48,0.8332,0.0143,-0.0143,0.0041,-0.0041 +6.9,0.7939,0.012,-0.012,0.0031,-0.0031 +8.91,0.8222,0.0165,-0.0165,0.0026,-0.0026 +11.43,0.8188,0.0118,-0.0118,0.0028,-0.0028 +14.85,0.7828,0.0113,-0.0113,0.0025,-0.0025 +19.74,0.792,0.0109,-0.0109,0.0023,-0.0023 +26.63,0.8055,0.012,-0.012,0.002,-0.002 +35.45,0.8197,0.0147,-0.0147,0.0018,-0.0018 +47.12,0.762,0.0162,-0.0162,0.0013,-0.0013 +63.52,0.7732,0.0213,-0.0213,0.0011,-0.0011 +96.35,0.7614,0.0253,-0.0253,0.001,-0.001 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table19.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table19.csv new file mode 100644 index 0000000000..2586a206fa --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table19.csv @@ -0,0 +1,27 @@ +#: table_doi: 10.17182/hepdata.32750.v1/t19 +#: name: Table 19 +#: description: No description provided. +#: data_file: Table19.yaml +#: keyword reactions: MU- DEUT --> MU- X | MU+ DEUT --> MU+ X | MU- P --> MU- X | MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 29.709 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE(Q=DEUT),MUON DEUT --> MUON X +#: RE(Q=P),MUON P --> MUON X +#: SQRT(S) [GeV],29.709 +#: X,0.45 +MEAN(NAME=Q**2),F2(Q=DEUT)/F2(Q=P),stat +,stat -,sys +,sys - +4.54,0.7771,0.0242,-0.0242,0.0092,-0.0092 +5.47,0.7608,0.0245,-0.0245,0.0066,-0.0066 +6.93,0.7698,0.0161,-0.0161,0.0044,-0.0044 +8.92,0.7793,0.0211,-0.0211,0.0035,-0.0035 +11.34,0.7754,0.0227,-0.0227,0.0026,-0.0026 +14.89,0.7626,0.0158,-0.0158,0.0036,-0.0036 +19.77,0.7529,0.0146,-0.0146,0.0027,-0.0027 +26.64,0.7705,0.016,-0.016,0.0025,-0.0025 +35.5,0.7474,0.0187,-0.0187,0.002,-0.002 +47.26,0.7575,0.0222,-0.0222,0.0015,-0.0015 +63.65,0.7632,0.0281,-0.0281,0.0012,-0.0012 +98.05,0.7254,0.0296,-0.0296,0.001,-0.001 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table2.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table2.csv new file mode 100644 index 0000000000..aab6425bcc --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table2.csv @@ -0,0 +1,20 @@ +#: table_doi: 10.17182/hepdata.32750.v1/t2 +#: name: Table 2 +#: description: No description provided. +#: data_file: Table2.yaml +#: keyword reactions: MU- DEUT --> MU- X | MU+ DEUT --> MU+ X | MU- P --> MU- X | MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 29.709 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE(Q=DEUT),MUON DEUT --> MUON X +#: RE(Q=P),MUON P --> MUON X +#: SQRT(S) [GeV],29.709 +#: X,0.0015 +MEAN(NAME=Q**2),F2(Q=DEUT)/F2(Q=P),stat +,stat -,sys +,sys - +0.16,0.9815,0.0203,-0.0203,0.0109,-0.0109 +0.25,1.003,0.0212,-0.0212,0.0134,-0.0134 +0.35,0.9675,0.0205,-0.0205,0.0112,-0.0112 +0.45,1.033,0.0258,-0.0258,0.0195,-0.0195 +0.6,0.9912,0.0176,-0.0176,0.0121,-0.0121 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table20.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table20.csv new file mode 100644 index 0000000000..74455f87dc --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table20.csv @@ -0,0 +1,26 @@ +#: table_doi: 10.17182/hepdata.32750.v1/t20 +#: name: Table 20 +#: description: No description provided. +#: data_file: Table20.yaml +#: keyword reactions: MU- DEUT --> MU- X | MU+ DEUT --> MU+ X | MU- P --> MU- X | MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 29.709 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE(Q=DEUT),MUON DEUT --> MUON X +#: RE(Q=P),MUON P --> MUON X +#: SQRT(S) [GeV],29.709 +#: X,0.55 +MEAN(NAME=Q**2),F2(Q=DEUT)/F2(Q=P),stat +,stat -,sys +,sys - +5.53,0.7209,0.0356,-0.0356,0.0072,-0.0072 +6.88,0.7323,0.0296,-0.0296,0.0055,-0.0055 +8.91,0.7442,0.028,-0.028,0.0042,-0.0042 +11.34,0.728,0.03,-0.03,0.0032,-0.0032 +14.85,0.7345,0.0282,-0.0282,0.0037,-0.0037 +19.74,0.7419,0.0205,-0.0205,0.0037,-0.0037 +26.64,0.7263,0.0216,-0.0216,0.0029,-0.0029 +35.57,0.7281,0.0267,-0.0267,0.0023,-0.0023 +47.16,0.7641,0.0331,-0.0331,0.0021,-0.0021 +63.56,0.6626,0.0345,-0.0345,0.001,-0.001 +98.82,0.7622,0.0458,-0.0458,0.0012,-0.0012 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table21.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table21.csv new file mode 100644 index 0000000000..c8d4571ab3 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table21.csv @@ -0,0 +1,25 @@ +#: table_doi: 10.17182/hepdata.32750.v1/t21 +#: name: Table 21 +#: description: No description provided. +#: data_file: Table21.yaml +#: keyword reactions: MU- DEUT --> MU- X | MU+ DEUT --> MU+ X | MU- P --> MU- X | MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 29.709 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE(Q=DEUT),MUON DEUT --> MUON X +#: RE(Q=P),MUON P --> MUON X +#: SQRT(S) [GeV],29.709 +#: X,0.675 +MEAN(NAME=Q**2),F2(Q=DEUT)/F2(Q=P),stat +,stat -,sys +,sys - +7.04,0.6989,0.0361,-0.0361,0.0067,-0.0067 +8.88,0.7365,0.0465,-0.0465,0.0053,-0.0053 +11.36,0.7418,0.0353,-0.0353,0.0046,-0.0046 +14.85,0.7988,0.0395,-0.0395,0.0051,-0.0051 +19.79,0.7357,0.0281,-0.0281,0.0049,-0.0049 +26.49,0.6717,0.0235,-0.0235,0.0034,-0.0034 +35.4,0.7194,0.033,-0.033,0.0033,-0.0033 +47.03,0.6959,0.0373,-0.0373,0.0026,-0.0026 +63.53,0.702,0.0513,-0.0513,0.0029,-0.0029 +99.03,0.7724,0.0645,-0.0645,0.0034,-0.0034 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table3.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table3.csv new file mode 100644 index 0000000000..74e8f0bc0b --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table3.csv @@ -0,0 +1,22 @@ +#: table_doi: 10.17182/hepdata.32750.v1/t3 +#: name: Table 3 +#: description: No description provided. +#: data_file: Table3.yaml +#: keyword reactions: MU- DEUT --> MU- X | MU+ DEUT --> MU+ X | MU- P --> MU- X | MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 29.709 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE(Q=DEUT),MUON DEUT --> MUON X +#: RE(Q=P),MUON P --> MUON X +#: SQRT(S) [GeV],29.709 +#: X,0.003 +MEAN(NAME=Q**2),F2(Q=DEUT)/F2(Q=P),stat +,stat -,sys +,sys - +0.17,1.008,0.0277,-0.0277,0.007,-0.007 +0.25,0.9824,0.0171,-0.0171,0.0047,-0.0047 +0.35,0.9825,0.0137,-0.0137,0.0113,-0.0113 +0.45,0.9736,0.0129,-0.0129,0.0099,-0.0099 +0.63,0.9704,0.0118,-0.0118,0.0057,-0.0057 +0.88,0.9921,0.0108,-0.0108,0.0073,-0.0073 +1.12,0.9959,0.0116,-0.0116,0.0078,-0.0078 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table4.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table4.csv new file mode 100644 index 0000000000..da18a99967 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table4.csv @@ -0,0 +1,24 @@ +#: table_doi: 10.17182/hepdata.32750.v1/t4 +#: name: Table 4 +#: description: No description provided. +#: data_file: Table4.yaml +#: keyword reactions: MU- DEUT --> MU- X | MU+ DEUT --> MU+ X | MU- P --> MU- X | MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 29.709 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE(Q=DEUT),MUON DEUT --> MUON X +#: RE(Q=P),MUON P --> MUON X +#: SQRT(S) [GeV],29.709 +#: X,0.005 +MEAN(NAME=Q**2),F2(Q=DEUT)/F2(Q=P),stat +,stat -,sys +,sys - +0.16,1.005,0.0615,-0.0615,0.003,-0.003 +0.25,1.0,0.025,-0.025,0.0037,-0.0037 +0.35,1.014,0.0208,-0.0208,0.0043,-0.0043 +0.45,0.9945,0.0172,-0.0172,0.0046,-0.0046 +0.61,0.9795,0.0092,-0.0092,0.0094,-0.0094 +0.88,0.9966,0.0157,-0.0157,0.0032,-0.0032 +1.13,0.9893,0.0137,-0.0137,0.0033,-0.0033 +1.38,0.9959,0.0128,-0.0128,0.0032,-0.0032 +1.71,0.9842,0.0098,-0.0098,0.0048,-0.0048 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table5.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table5.csv new file mode 100644 index 0000000000..a5fe02bca2 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table5.csv @@ -0,0 +1,27 @@ +#: table_doi: 10.17182/hepdata.32750.v1/t5 +#: name: Table 5 +#: description: No description provided. +#: data_file: Table5.yaml +#: keyword reactions: MU- DEUT --> MU- X | MU+ DEUT --> MU+ X | MU- P --> MU- X | MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 29.709 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE(Q=DEUT),MUON DEUT --> MUON X +#: RE(Q=P),MUON P --> MUON X +#: SQRT(S) [GeV],29.709 +#: X,0.008 +MEAN(NAME=Q**2),F2(Q=DEUT)/F2(Q=P),stat +,stat -,sys +,sys - +0.16,0.9817,0.0547,-0.0547,0.0041,-0.0041 +0.25,1.011,0.025,-0.025,0.003,-0.003 +0.35,0.9993,0.0213,-0.0213,0.0028,-0.0028 +0.45,1.02,0.018,-0.018,0.0035,-0.0035 +0.64,0.9618,0.0091,-0.0091,0.0036,-0.0036 +0.86,0.9775,0.0083,-0.0083,0.0051,-0.0051 +1.12,0.9642,0.0088,-0.0088,0.0054,-0.0054 +1.37,0.9714,0.01,-0.01,0.0045,-0.0045 +1.75,0.9891,0.0083,-0.0083,0.002,-0.002 +2.24,0.975,0.0086,-0.0086,0.0023,-0.0023 +2.73,0.9837,0.0097,-0.0097,0.0042,-0.0042 +3.46,0.9924,0.0122,-0.0122,0.0084,-0.0084 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table6.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table6.csv new file mode 100644 index 0000000000..b7fb95b18d --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table6.csv @@ -0,0 +1,29 @@ +#: table_doi: 10.17182/hepdata.32750.v1/t6 +#: name: Table 6 +#: description: No description provided. +#: data_file: Table6.yaml +#: keyword reactions: MU- DEUT --> MU- X | MU+ DEUT --> MU+ X | MU- P --> MU- X | MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 29.709 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE(Q=DEUT),MUON DEUT --> MUON X +#: RE(Q=P),MUON P --> MUON X +#: SQRT(S) [GeV],29.709 +#: X,0.0125 +MEAN(NAME=Q**2),F2(Q=DEUT)/F2(Q=P),stat +,stat -,sys +,sys - +0.16,0.9683,0.0543,-0.0543,0.0065,-0.0065 +0.26,1.008,0.032,-0.032,0.0034,-0.0034 +0.35,0.953,0.0233,-0.0233,0.0026,-0.0026 +0.45,0.969,0.0205,-0.0205,0.0022,-0.0022 +0.62,0.9872,0.0127,-0.0127,0.0023,-0.0023 +0.88,0.968,0.0108,-0.0108,0.0025,-0.0025 +1.12,0.9624,0.0092,-0.0092,0.0035,-0.0035 +1.37,0.9797,0.0098,-0.0098,0.0035,-0.0035 +1.74,0.9747,0.0072,-0.0072,0.003,-0.003 +2.23,0.9738,0.0085,-0.0085,0.0041,-0.0041 +2.74,0.9813,0.0103,-0.0103,0.0016,-0.0016 +3.46,0.9844,0.0087,-0.0087,0.0022,-0.0022 +4.47,0.9734,0.0095,-0.0095,0.0043,-0.0043 +5.41,0.9821,0.0134,-0.0134,0.0058,-0.0058 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table7.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table7.csv new file mode 100644 index 0000000000..0932dfff63 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table7.csv @@ -0,0 +1,29 @@ +#: table_doi: 10.17182/hepdata.32750.v1/t7 +#: name: Table 7 +#: description: No description provided. +#: data_file: Table7.yaml +#: keyword reactions: MU- DEUT --> MU- X | MU+ DEUT --> MU+ X | MU- P --> MU- X | MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 29.709 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE(Q=DEUT),MUON DEUT --> MUON X +#: RE(Q=P),MUON P --> MUON X +#: SQRT(S) [GeV],29.709 +#: X,0.0175 +MEAN(NAME=Q**2),F2(Q=DEUT)/F2(Q=P),stat +,stat -,sys +,sys - +0.25,0.9573,0.0402,-0.0402,0.0064,-0.0064 +0.35,0.9747,0.0301,-0.0301,0.0033,-0.0033 +0.45,1.007,0.0268,-0.0268,0.0028,-0.0028 +0.62,0.9939,0.0161,-0.0161,0.0025,-0.0025 +0.88,0.9645,0.0155,-0.0155,0.0021,-0.0021 +1.12,0.9685,0.0129,-0.0129,0.0026,-0.0026 +1.37,0.9834,0.0119,-0.0119,0.0026,-0.0026 +1.75,0.9925,0.0084,-0.0084,0.0025,-0.0025 +2.24,0.9763,0.0087,-0.0087,0.0022,-0.0022 +2.73,0.968,0.0098,-0.0098,0.002,-0.002 +3.48,0.9761,0.0092,-0.0092,0.0018,-0.0018 +4.47,0.9716,0.01,-0.01,0.0028,-0.0028 +5.49,0.9817,0.0143,-0.0143,0.0027,-0.0027 +6.83,0.9942,0.0107,-0.0107,0.004,-0.004 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table8.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table8.csv new file mode 100644 index 0000000000..e663ce4395 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table8.csv @@ -0,0 +1,30 @@ +#: table_doi: 10.17182/hepdata.32750.v1/t8 +#: name: Table 8 +#: description: No description provided. +#: data_file: Table8.yaml +#: keyword reactions: MU- DEUT --> MU- X | MU+ DEUT --> MU+ X | MU- P --> MU- X | MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 29.709 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE(Q=DEUT),MUON DEUT --> MUON X +#: RE(Q=P),MUON P --> MUON X +#: SQRT(S) [GeV],29.709 +#: X,0.025 +MEAN(NAME=Q**2),F2(Q=DEUT)/F2(Q=P),stat +,stat -,sys +,sys - +0.26,0.9493,0.0375,-0.0375,0.0063,-0.0063 +0.35,0.9601,0.0287,-0.0287,0.0064,-0.0064 +0.45,0.9408,0.0313,-0.0313,0.0037,-0.0037 +0.62,0.962,0.0131,-0.0131,0.0022,-0.0022 +0.86,0.9585,0.0154,-0.0154,0.002,-0.002 +1.13,0.9631,0.0124,-0.0124,0.0023,-0.0023 +1.37,0.9849,0.0107,-0.0107,0.0027,-0.0027 +1.74,0.9802,0.0076,-0.0076,0.0023,-0.0023 +2.24,0.9677,0.0071,-0.0071,0.002,-0.002 +2.74,0.9581,0.0074,-0.0074,0.0018,-0.0018 +3.45,0.979,0.0065,-0.0065,0.0023,-0.0023 +4.47,0.9764,0.0085,-0.0085,0.0017,-0.0017 +5.48,0.9592,0.0097,-0.0097,0.0017,-0.0017 +6.92,0.9893,0.0085,-0.0085,0.0032,-0.0032 +8.92,0.9738,0.01,-0.01,0.0043,-0.0043 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table9.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table9.csv new file mode 100644 index 0000000000..0dce45915b --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/rawdata/Table9.csv @@ -0,0 +1,31 @@ +#: table_doi: 10.17182/hepdata.32750.v1/t9 +#: name: Table 9 +#: description: No description provided. +#: data_file: Table9.yaml +#: keyword reactions: MU- DEUT --> MU- X | MU+ DEUT --> MU+ X | MU- P --> MU- X | MU+ P --> MU+ X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Neutral Current | Deep Inelastic Scattering +#: keyword cmenergies: 29.709 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE(Q=DEUT),MUON DEUT --> MUON X +#: RE(Q=P),MUON P --> MUON X +#: SQRT(S) [GeV],29.709 +#: X,0.035 +MEAN(NAME=Q**2),F2(Q=DEUT)/F2(Q=P),stat +,stat -,sys +,sys - +0.36,0.9557,0.0375,-0.0375,0.0064,-0.0064 +0.45,0.9264,0.034,-0.034,0.0061,-0.0061 +0.64,0.9308,0.0207,-0.0207,0.003,-0.003 +0.86,0.9618,0.0179,-0.0179,0.0023,-0.0023 +1.13,0.9723,0.0183,-0.0183,0.0023,-0.0023 +1.38,0.9633,0.0138,-0.0138,0.0025,-0.0025 +1.74,0.9554,0.0089,-0.0089,0.0024,-0.0024 +2.24,0.9572,0.0087,-0.0087,0.0022,-0.0022 +2.74,0.9766,0.009,-0.009,0.0019,-0.0019 +3.46,0.9565,0.0069,-0.0069,0.0021,-0.0021 +4.45,0.9611,0.0088,-0.0088,0.0016,-0.0016 +5.47,0.9669,0.0111,-0.0111,0.0018,-0.0018 +6.92,0.9817,0.0101,-0.0101,0.0018,-0.0018 +8.96,0.9686,0.0115,-0.0115,0.0021,-0.0021 +11.45,0.9572,0.0107,-0.0107,0.0015,-0.0015 +14.36,0.9439,0.0144,-0.0144,0.0031,-0.0031 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/uncertainties_hepdata.yaml b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/uncertainties_hepdata.yaml new file mode 100644 index 0000000000..2493a1d55c --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/uncertainties_hepdata.yaml @@ -0,0 +1,530 @@ +definitions: + stat: + description: statistical uncertainty + treatment: ADD + type: UNCORR + sys: + description: systematical uncertainty + treatment: MULT + type: CORR +bins: +- stat: 0.0203 + sys: 0.0109 +- stat: 0.0212 + sys: 0.0134 +- stat: 0.0205 + sys: 0.0112 +- stat: 0.0258 + sys: 0.0195 +- stat: 0.0176 + sys: 0.0121 +- stat: 0.0277 + sys: 0.007 +- stat: 0.0171 + sys: 0.0047 +- stat: 0.0137 + sys: 0.0113 +- stat: 0.0129 + sys: 0.0099 +- stat: 0.0118 + sys: 0.0057 +- stat: 0.0108 + sys: 0.0073 +- stat: 0.0116 + sys: 0.0078 +- stat: 0.0615 + sys: 0.003 +- stat: 0.025 + sys: 0.0037 +- stat: 0.0208 + sys: 0.0043 +- stat: 0.0172 + sys: 0.0046 +- stat: 0.0092 + sys: 0.0094 +- stat: 0.0157 + sys: 0.0032 +- stat: 0.0137 + sys: 0.0033 +- stat: 0.0128 + sys: 0.0032 +- stat: 0.0098 + sys: 0.0048 +- stat: 0.0547 + sys: 0.0041 +- stat: 0.025 + sys: 0.003 +- stat: 0.0213 + sys: 0.0028 +- stat: 0.018 + sys: 0.0035 +- stat: 0.0091 + sys: 0.0036 +- stat: 0.0083 + sys: 0.0051 +- stat: 0.0088 + sys: 0.0054 +- stat: 0.01 + sys: 0.0045 +- stat: 0.0083 + sys: 0.002 +- stat: 0.0086 + sys: 0.0023 +- stat: 0.0097 + sys: 0.0042 +- stat: 0.0122 + sys: 0.0084 +- stat: 0.0543 + sys: 0.0065 +- stat: 0.032 + sys: 0.0034 +- stat: 0.0233 + sys: 0.0026 +- stat: 0.0205 + sys: 0.0022 +- stat: 0.0127 + sys: 0.0023 +- stat: 0.0108 + sys: 0.0025 +- stat: 0.0092 + sys: 0.0035 +- stat: 0.0098 + sys: 0.0035 +- stat: 0.0072 + sys: 0.003 +- stat: 0.0085 + sys: 0.0041 +- stat: 0.0103 + sys: 0.0016 +- stat: 0.0087 + sys: 0.0022 +- stat: 0.0095 + sys: 0.0043 +- stat: 0.0134 + sys: 0.0058 +- stat: 0.0402 + sys: 0.0064 +- stat: 0.0301 + sys: 0.0033 +- stat: 0.0268 + sys: 0.0028 +- stat: 0.0161 + sys: 0.0025 +- stat: 0.0155 + sys: 0.0021 +- stat: 0.0129 + sys: 0.0026 +- stat: 0.0119 + sys: 0.0026 +- stat: 0.0084 + sys: 0.0025 +- stat: 0.0087 + sys: 0.0022 +- stat: 0.0098 + sys: 0.002 +- stat: 0.0092 + sys: 0.0018 +- stat: 0.01 + sys: 0.0028 +- stat: 0.0143 + sys: 0.0027 +- stat: 0.0107 + sys: 0.004 +- stat: 0.0375 + sys: 0.0063 +- stat: 0.0287 + sys: 0.0064 +- stat: 0.0313 + sys: 0.0037 +- stat: 0.0131 + sys: 0.0022 +- stat: 0.0154 + sys: 0.002 +- stat: 0.0124 + sys: 0.0023 +- stat: 0.0107 + sys: 0.0027 +- stat: 0.0076 + sys: 0.0023 +- stat: 0.0071 + sys: 0.002 +- stat: 0.0074 + sys: 0.0018 +- stat: 0.0065 + sys: 0.0023 +- stat: 0.0085 + sys: 0.0017 +- stat: 0.0097 + sys: 0.0017 +- stat: 0.0085 + sys: 0.0032 +- stat: 0.01 + sys: 0.0043 +- stat: 0.0375 + sys: 0.0064 +- stat: 0.034 + sys: 0.0061 +- stat: 0.0207 + sys: 0.003 +- stat: 0.0179 + sys: 0.0023 +- stat: 0.0183 + sys: 0.0023 +- stat: 0.0138 + sys: 0.0025 +- stat: 0.0089 + sys: 0.0024 +- stat: 0.0087 + sys: 0.0022 +- stat: 0.009 + sys: 0.0019 +- stat: 0.0069 + sys: 0.0021 +- stat: 0.0088 + sys: 0.0016 +- stat: 0.0111 + sys: 0.0018 +- stat: 0.0101 + sys: 0.0018 +- stat: 0.0115 + sys: 0.0021 +- stat: 0.0107 + sys: 0.0015 +- stat: 0.0144 + sys: 0.0031 +- stat: 0.0412 + sys: 0.006 +- stat: 0.0214 + sys: 0.0063 +- stat: 0.0213 + sys: 0.0029 +- stat: 0.0167 + sys: 0.0025 +- stat: 0.0138 + sys: 0.0025 +- stat: 0.0092 + sys: 0.0025 +- stat: 0.0077 + sys: 0.0023 +- stat: 0.0077 + sys: 0.002 +- stat: 0.0058 + sys: 0.0017 +- stat: 0.0069 + sys: 0.0015 +- stat: 0.0085 + sys: 0.0015 +- stat: 0.0076 + sys: 0.0015 +- stat: 0.0097 + sys: 0.0018 +- stat: 0.0087 + sys: 0.0014 +- stat: 0.009 + sys: 0.0015 +- stat: 0.0119 + sys: 0.0022 +- stat: 0.0438 + sys: 0.0063 +- stat: 0.0344 + sys: 0.0063 +- stat: 0.0542 + sys: 0.0068 +- stat: 0.0197 + sys: 0.0028 +- stat: 0.0117 + sys: 0.0027 +- stat: 0.0111 + sys: 0.0023 +- stat: 0.0096 + sys: 0.0023 +- stat: 0.0069 + sys: 0.0019 +- stat: 0.0079 + sys: 0.0016 +- stat: 0.0095 + sys: 0.0014 +- stat: 0.0082 + sys: 0.0015 +- stat: 0.0105 + sys: 0.0015 +- stat: 0.0105 + sys: 0.0018 +- stat: 0.0103 + sys: 0.0014 +- stat: 0.0103 + sys: 0.0013 +- stat: 0.0157 + sys: 0.0018 +- stat: 0.054 + sys: 0.0065 +- stat: 0.0537 + sys: 0.0062 +- stat: 0.0281 + sys: 0.0032 +- stat: 0.014 + sys: 0.0028 +- stat: 0.0136 + sys: 0.0025 +- stat: 0.0124 + sys: 0.0024 +- stat: 0.0082 + sys: 0.0021 +- stat: 0.0089 + sys: 0.0018 +- stat: 0.0106 + sys: 0.0016 +- stat: 0.0092 + sys: 0.0016 +- stat: 0.0114 + sys: 0.0014 +- stat: 0.0115 + sys: 0.0017 +- stat: 0.0116 + sys: 0.0014 +- stat: 0.0114 + sys: 0.0013 +- stat: 0.0147 + sys: 0.0012 +- stat: 0.0222 + sys: 0.0017 +- stat: 0.068 + sys: 0.0063 +- stat: 0.0306 + sys: 0.0031 +- stat: 0.0169 + sys: 0.0031 +- stat: 0.0151 + sys: 0.0026 +- stat: 0.0153 + sys: 0.0027 +- stat: 0.0097 + sys: 0.0022 +- stat: 0.0098 + sys: 0.002 +- stat: 0.0117 + sys: 0.0018 +- stat: 0.0102 + sys: 0.0017 +- stat: 0.0127 + sys: 0.0014 +- stat: 0.0126 + sys: 0.0017 +- stat: 0.013 + sys: 0.0015 +- stat: 0.0124 + sys: 0.0012 +- stat: 0.0147 + sys: 0.0011 +- stat: 0.0209 + sys: 0.0011 +- stat: 0.0345 + sys: 0.0019 +- stat: 0.031 + sys: 0.0037 +- stat: 0.0143 + sys: 0.0036 +- stat: 0.0127 + sys: 0.003 +- stat: 0.0125 + sys: 0.0028 +- stat: 0.009 + sys: 0.0023 +- stat: 0.0087 + sys: 0.0022 +- stat: 0.0095 + sys: 0.002 +- stat: 0.0081 + sys: 0.0019 +- stat: 0.01 + sys: 0.0016 +- stat: 0.0097 + sys: 0.0016 +- stat: 0.0101 + sys: 0.0017 +- stat: 0.0098 + sys: 0.0013 +- stat: 0.011 + sys: 0.0011 +- stat: 0.0149 + sys: 0.0011 +- stat: 0.0191 + sys: 0.001 +- stat: 0.0193 + sys: 0.0047 +- stat: 0.0146 + sys: 0.0037 +- stat: 0.015 + sys: 0.0033 +- stat: 0.0106 + sys: 0.0027 +- stat: 0.0117 + sys: 0.0022 +- stat: 0.012 + sys: 0.0025 +- stat: 0.0093 + sys: 0.0022 +- stat: 0.0108 + sys: 0.0018 +- stat: 0.0109 + sys: 0.0017 +- stat: 0.0114 + sys: 0.0018 +- stat: 0.0108 + sys: 0.0014 +- stat: 0.0122 + sys: 0.0013 +- stat: 0.0153 + sys: 0.0011 +- stat: 0.0202 + sys: 0.001 +- stat: 0.0297 + sys: 0.0011 +- stat: 0.0172 + sys: 0.0055 +- stat: 0.0161 + sys: 0.0044 +- stat: 0.0109 + sys: 0.0032 +- stat: 0.0121 + sys: 0.0027 +- stat: 0.0137 + sys: 0.0023 +- stat: 0.0101 + sys: 0.0024 +- stat: 0.0112 + sys: 0.0021 +- stat: 0.0112 + sys: 0.0018 +- stat: 0.0116 + sys: 0.0019 +- stat: 0.0112 + sys: 0.0017 +- stat: 0.0126 + sys: 0.0015 +- stat: 0.0155 + sys: 0.0013 +- stat: 0.0186 + sys: 0.0011 +- stat: 0.0248 + sys: 0.001 +- stat: 0.0203 + sys: 0.0068 +- stat: 0.0155 + sys: 0.0051 +- stat: 0.0141 + sys: 0.0033 +- stat: 0.0163 + sys: 0.003 +- stat: 0.0142 + sys: 0.0023 +- stat: 0.0134 + sys: 0.0025 +- stat: 0.0128 + sys: 0.002 +- stat: 0.0135 + sys: 0.0022 +- stat: 0.0127 + sys: 0.0019 +- stat: 0.014 + sys: 0.0017 +- stat: 0.0169 + sys: 0.0014 +- stat: 0.0214 + sys: 0.0013 +- stat: 0.0265 + sys: 0.001 +- stat: 0.0349 + sys: 0.001 +- stat: 0.0158 + sys: 0.008 +- stat: 0.0134 + sys: 0.0045 +- stat: 0.0143 + sys: 0.0041 +- stat: 0.012 + sys: 0.0031 +- stat: 0.0165 + sys: 0.0026 +- stat: 0.0118 + sys: 0.0028 +- stat: 0.0113 + sys: 0.0025 +- stat: 0.0109 + sys: 0.0023 +- stat: 0.012 + sys: 0.002 +- stat: 0.0147 + sys: 0.0018 +- stat: 0.0162 + sys: 0.0013 +- stat: 0.0213 + sys: 0.0011 +- stat: 0.0253 + sys: 0.001 +- stat: 0.0242 + sys: 0.0092 +- stat: 0.0245 + sys: 0.0066 +- stat: 0.0161 + sys: 0.0044 +- stat: 0.0211 + sys: 0.0035 +- stat: 0.0227 + sys: 0.0026 +- stat: 0.0158 + sys: 0.0036 +- stat: 0.0146 + sys: 0.0027 +- stat: 0.016 + sys: 0.0025 +- stat: 0.0187 + sys: 0.002 +- stat: 0.0222 + sys: 0.0015 +- stat: 0.0281 + sys: 0.0012 +- stat: 0.0296 + sys: 0.001 +- stat: 0.0356 + sys: 0.0072 +- stat: 0.0296 + sys: 0.0055 +- stat: 0.028 + sys: 0.0042 +- stat: 0.03 + sys: 0.0032 +- stat: 0.0282 + sys: 0.0037 +- stat: 0.0205 + sys: 0.0037 +- stat: 0.0216 + sys: 0.0029 +- stat: 0.0267 + sys: 0.0023 +- stat: 0.0331 + sys: 0.0021 +- stat: 0.0345 + sys: 0.001 +- stat: 0.0458 + sys: 0.0012 +- stat: 0.0361 + sys: 0.0067 +- stat: 0.0465 + sys: 0.0053 +- stat: 0.0353 + sys: 0.0046 +- stat: 0.0395 + sys: 0.0051 +- stat: 0.0281 + sys: 0.0049 +- stat: 0.0235 + sys: 0.0034 +- stat: 0.033 + sys: 0.0033 +- stat: 0.0373 + sys: 0.0026 +- stat: 0.0513 + sys: 0.0029 +- stat: 0.0645 + sys: 0.0034 From cf2b1b335f4d56a9984f564f40f4ee7b22053fac Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Mon, 14 Oct 2024 17:47:30 +0200 Subject: [PATCH 12/32] minor fixes --- .../BCDMS_NC_NOTFIXED_D_HEPDATA/filter.py | 2 +- .../BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py | 2 +- .../BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml | 2 +- .../commondata/EMC_NC_250GEV_DW/filter.py | 32 ++++++++----------- .../commondata/EMC_NC_250GEV_DW/metadata.yaml | 4 +-- .../commondata/NMC_NC_NOTFIXED/filter.py | 4 ++- 6 files changed, 22 insertions(+), 24 deletions(-) diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/filter.py b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/filter.py index da80c3f619..cc3ed01dc7 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/filter.py @@ -1,5 +1,5 @@ """ -Implement BCDMS_NC_NOTFIXED_D_HEPDATA data form Hpedata reference. +Implement BCDMS_NC_NOTFIXED_D_HEPDATA data form Hepdata reference. We use tables with R=R(QCD) and R=0, for the averaged values on $\sqrt{s}$. The legacy implementation of BCDMS_NC_NOTFIXED_D is given by the not averaged $\sqrt{s}$ for R=0, so it has almost twice number of datapoints. diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py index b8e8fdce59..570fd3488d 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py @@ -1,5 +1,5 @@ r""" -Implement BCDMS_NC_NOTFIXED_P_HEPDATA data form Hpedata reference. +Implement BCDMS_NC_NOTFIXED_P_HEPDATA data form Hepdata reference. We use tables with R=R(QCD) and R=0, for the averaged values on $\sqrt{s}$. The legacy implementation of BCDMS_NC_NOTFIXED_P is given by the not averaged $\sqrt{s}$ for R=0, so it has almost twice number of datapoints. diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml index a86693a751..16e6badf72 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml @@ -16,7 +16,7 @@ hepdata: implemented_observables: - observable_name: EM-F2 observable: - description: Deep Inelastic Scattering + description: Deep Inelastic Scattering F2. label: BCDMS $p$ units: '' process_type: DIS_F2P diff --git a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/filter.py b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/filter.py index e53078822f..b60f761277 100644 --- a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/filter.py @@ -5,34 +5,31 @@ HERE = pathlib.Path(__file__).parent + def read_tables(): """Read Hepdata table.""" dfs = pd.DataFrame() - with open(HERE / "rawdata" / "HEPData-ins180921-v1-Table_1.csv", encoding="utf-8") as f: - lines = f.readlines() + with open( + HERE / "rawdata" / "HEPData-ins180921-v1-Table_1.csv", encoding="utf-8" + ) as f: + lines = f.readlines() # loop on columns - for idx_line in range(11,137,14): + for idx_line in range(11, 137, 14): df = pd.DataFrame( - [l.split(",") for l in lines[idx_line+3:idx_line+11]], - columns=[ - "Q2", - "Q2_min", - "Q2_max", - "F2", - "error+", - "error-" - ] + [l.split(",") for l in lines[idx_line + 3 : idx_line + 11]], + columns=["Q2", "Q2_min", "Q2_max", "F2", "error+", "error-"], ) df = df[~df.F2.str.contains("-")].astype(float) - df["x_min"] = float(lines[idx_line+1].split("TO")[0].split(',')[-1]) - df["x_max"] = float(lines[idx_line+1].split("TO")[-1]) - df["x"] = (df.x_min + df.x_max)/2 + df["x_min"] = float(lines[idx_line + 1].split("TO")[0].split(",")[-1]) + df["x_max"] = float(lines[idx_line + 1].split("TO")[-1]) + df["x"] = (df.x_min + df.x_max) / 2 df["sqrts"] = float(lines[idx_line].split(",")[-1]) - dfs = pd.concat([dfs, df], ignore_index=True) if not dfs.empty else df + dfs = pd.concat([dfs, df], ignore_index=True) if not dfs.empty else df return dfs + def write_files(df): """Write kinematics, central value and uncertainties files.""" @@ -87,6 +84,5 @@ def write_files(df): if __name__ == "__main__": - df = read_tables() - write_files(df) \ No newline at end of file + write_files(df) diff --git a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/metadata.yaml index a5818e1b64..d2551e2d01 100644 --- a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/metadata.yaml @@ -10,12 +10,12 @@ iNSPIRE: url: https://inspirehep.net/literature/180921 hepdata: url: https://www.hepdata.net/record/ins180921 - version: 2 + version: 1 implemented_observables: - observable_name: EM-F2C observable: - description: Deep Inelastic Scattering + description: Deep Inelastic Scattering on iron target label: EMC $F_2^c$ units: '' process_type: DIS_F2C diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/filter.py b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/filter.py index 952211d309..98acba49d5 100644 --- a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/filter.py @@ -1,4 +1,6 @@ -r"""Implement data form Hepdata reference, data from Table 3.""" +r"""Implement data form Hepdata reference, data from Table 3. +R and $\Delta R$ are simultaneously determined from the data. +""" import pathlib From 99f772df8a541a37e59471c014f4daf67e41edec Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Tue, 15 Oct 2024 16:04:24 +0200 Subject: [PATCH 13/32] add NMC F2_p and F2_d --- .../BCDMS_NC_NOTFIXED_D_HEPDATA/metadata.yaml | 2 +- .../BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml | 2 +- .../commondata/EMC_NC_250GEV_DW/metadata.yaml | 2 +- .../NMC_NC_NOTFIXED_D_HEPDATA/data.yaml | 159 +++ .../NMC_NC_NOTFIXED_D_HEPDATA/filter.py | 17 + .../NMC_NC_NOTFIXED_D_HEPDATA/kinematics.yaml | 1265 +++++++++++++++++ .../NMC_NC_NOTFIXED_D_HEPDATA/metadata.yaml | 60 + .../rawdata/Table17.csv | 17 + .../rawdata/Table18.csv | 18 + .../rawdata/Table19.csv | 20 + .../rawdata/Table20.csv | 20 + .../rawdata/Table21.csv | 22 + .../rawdata/Table22.csv | 23 + .../rawdata/Table23.csv | 24 + .../rawdata/Table24.csv | 25 + .../rawdata/Table25.csv | 25 + .../rawdata/Table26.csv | 25 + .../rawdata/Table27.csv | 25 + .../rawdata/Table28.csv | 25 + .../rawdata/Table29.csv | 25 + .../rawdata/Table30.csv | 25 + .../rawdata/Table31.csv | 24 + .../rawdata/Table32.csv | 23 + .../uncertainties.yaml | 326 +++++ .../NMC_NC_NOTFIXED_P_HEPDATA/data.yaml | 159 +++ .../NMC_NC_NOTFIXED_P_HEPDATA/filter.py | 95 ++ .../NMC_NC_NOTFIXED_P_HEPDATA/kinematics.yaml | 1265 +++++++++++++++++ .../NMC_NC_NOTFIXED_P_HEPDATA/metadata.yaml | 60 + .../rawdata/Table1.csv | 19 + .../rawdata/Table10.csv | 27 + .../rawdata/Table11.csv | 27 + .../rawdata/Table12.csv | 27 + .../rawdata/Table13.csv | 27 + .../rawdata/Table14.csv | 27 + .../rawdata/Table15.csv | 26 + .../rawdata/Table16.csv | 25 + .../rawdata/Table2.csv | 20 + .../rawdata/Table3.csv | 22 + .../rawdata/Table4.csv | 22 + .../rawdata/Table5.csv | 24 + .../rawdata/Table6.csv | 25 + .../rawdata/Table7.csv | 26 + .../rawdata/Table8.csv | 27 + .../rawdata/Table9.csv | 27 + .../uncertainties.yaml | 326 +++++ 45 files changed, 4499 insertions(+), 3 deletions(-) create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/data.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/filter.py create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/kinematics.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/metadata.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table17.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table18.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table19.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table20.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table21.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table22.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table23.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table24.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table25.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table26.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table27.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table28.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table29.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table30.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table31.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table32.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/uncertainties.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/data.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/filter.py create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/kinematics.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/metadata.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table1.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table10.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table11.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table12.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table13.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table14.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table15.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table16.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table2.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table3.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table4.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table5.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table6.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table7.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table8.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table9.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/uncertainties.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/metadata.yaml index 7f234342b0..4822a072c1 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/metadata.yaml @@ -16,7 +16,7 @@ hepdata: implemented_observables: - observable_name: EM-F2 observable: - description: Deep Inelastic Scattering + description: Deep Inelastic Scattering F2 on deuteron target. label: BCDMS $d$ units: '' process_type: DIS_F2D diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml index 16e6badf72..3e670be6e5 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml @@ -16,7 +16,7 @@ hepdata: implemented_observables: - observable_name: EM-F2 observable: - description: Deep Inelastic Scattering F2. + description: Deep Inelastic Scattering F2 on proton target. label: BCDMS $p$ units: '' process_type: DIS_F2P diff --git a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/metadata.yaml index d2551e2d01..301448ce04 100644 --- a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/metadata.yaml @@ -15,7 +15,7 @@ hepdata: implemented_observables: - observable_name: EM-F2C observable: - description: Deep Inelastic Scattering on iron target + description: Deep Inelastic Scattering F2 charm on iron target label: EMC $F_2^c$ units: '' process_type: DIS_F2C diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/data.yaml b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/data.yaml new file mode 100644 index 0000000000..db80c1098a --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/data.yaml @@ -0,0 +1,159 @@ +data_central: +- 0.2576 +- 0.3218 +- 0.3595 +- 0.4116 +- 0.2595 +- 0.2983 +- 0.3354 +- 0.3673 +- 0.4056 +- 0.2538 +- 0.2947 +- 0.3256 +- 0.3622 +- 0.3897 +- 0.4026 +- 0.4389 +- 0.2966 +- 0.3277 +- 0.3465 +- 0.3686 +- 0.3996 +- 0.4017 +- 0.4279 +- 0.2955 +- 0.3191 +- 0.3398 +- 0.3621 +- 0.3865 +- 0.3961 +- 0.3998 +- 0.4331 +- 0.4552 +- 0.3037 +- 0.3154 +- 0.3416 +- 0.3622 +- 0.3719 +- 0.3785 +- 0.3983 +- 0.4008 +- 0.4227 +- 0.442 +- 0.3211 +- 0.3188 +- 0.3346 +- 0.3549 +- 0.3599 +- 0.3711 +- 0.385 +- 0.3871 +- 0.4034 +- 0.4129 +- 0.4316 +- 0.3138 +- 0.3227 +- 0.3344 +- 0.3545 +- 0.3491 +- 0.3613 +- 0.3728 +- 0.3717 +- 0.3845 +- 0.3948 +- 0.3924 +- 0.4279 +- 0.3258 +- 0.3221 +- 0.3382 +- 0.3372 +- 0.3541 +- 0.3607 +- 0.3616 +- 0.3656 +- 0.3673 +- 0.3698 +- 0.3742 +- 0.3876 +- 0.322 +- 0.331 +- 0.3382 +- 0.3373 +- 0.3377 +- 0.3434 +- 0.3412 +- 0.348 +- 0.3611 +- 0.3616 +- 0.3583 +- 0.3862 +- 0.3471 +- 0.3294 +- 0.3302 +- 0.3212 +- 0.3291 +- 0.3246 +- 0.341 +- 0.328 +- 0.3326 +- 0.3307 +- 0.3322 +- 0.3421 +- 0.3267 +- 0.3062 +- 0.3121 +- 0.3015 +- 0.3059 +- 0.3014 +- 0.3061 +- 0.3081 +- 0.2992 +- 0.3021 +- 0.3016 +- 0.3207 +- 0.2939 +- 0.2904 +- 0.2796 +- 0.2853 +- 0.2799 +- 0.2798 +- 0.2876 +- 0.2614 +- 0.2695 +- 0.2686 +- 0.2599 +- 0.2611 +- 0.2667 +- 0.2656 +- 0.2581 +- 0.2481 +- 0.2471 +- 0.2402 +- 0.2439 +- 0.2347 +- 0.2284 +- 0.2311 +- 0.2347 +- 0.1704 +- 0.2123 +- 0.2192 +- 0.2153 +- 0.2014 +- 0.1842 +- 0.1716 +- 0.1819 +- 0.1706 +- 0.1728 +- 0.1659 +- 0.158 +- 0.1158 +- 0.1237 +- 0.1046 +- 0.1025 +- 0.1077 +- 0.0901 +- 0.0864 +- 0.0828 +- 0.081 +- 0.0729 diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/filter.py b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/filter.py new file mode 100644 index 0000000000..25f4f82c73 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/filter.py @@ -0,0 +1,17 @@ +r"""Implement data form Hepdata reference, data from Table 6. +R is simultaneously determined from the data. +Results are averaged over different $\sqrt{s}$. +""" + +import pathlib + +HERE = pathlib.Path(__file__).parent + +from nnpdf_data.commondata.NMC_NC_NOTFIXED_P_HEPDATA.filter import ( + read_tables, + write_files, +) + +if __name__ == "__main__": + df = read_tables(HERE / "rawdata", header_line=12) + write_files(df, HERE) diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/kinematics.yaml b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/kinematics.yaml new file mode 100644 index 0000000000..1adc7b086c --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/kinematics.yaml @@ -0,0 +1,1265 @@ +bins: +- x: + min: null + mid: 0.0045 + max: null + Q2: + min: null + mid: 0.75 + max: null +- x: + min: null + mid: 0.0045 + max: null + Q2: + min: null + mid: 1.25 + max: null +- x: + min: null + mid: 0.0045 + max: null + Q2: + min: null + mid: 1.75 + max: null +- x: + min: null + mid: 0.0045 + max: null + Q2: + min: null + mid: 2.5 + max: null +- x: + min: null + mid: 0.008 + max: null + Q2: + min: null + mid: 0.75 + max: null +- x: + min: null + mid: 0.008 + max: null + Q2: + min: null + mid: 1.25 + max: null +- x: + min: null + mid: 0.008 + max: null + Q2: + min: null + mid: 1.75 + max: null +- x: + min: null + mid: 0.008 + max: null + Q2: + min: null + mid: 2.5 + max: null +- x: + min: null + mid: 0.008 + max: null + Q2: + min: null + mid: 3.5 + max: null +- x: + min: null + mid: 0.0125 + max: null + Q2: + min: null + mid: 0.75 + max: null +- x: + min: null + mid: 0.0125 + max: null + Q2: + min: null + mid: 1.25 + max: null +- x: + min: null + mid: 0.0125 + max: null + Q2: + min: null + mid: 1.75 + max: null +- x: + min: null + mid: 0.0125 + max: null + Q2: + min: null + mid: 2.5 + max: null +- x: + min: null + mid: 0.0125 + 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+ max: null + Q2: + min: null + mid: 48.0 + max: null +- x: + min: null + mid: 0.5 + max: null + Q2: + min: null + mid: 65.0 + max: null diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/metadata.yaml new file mode 100644 index 0000000000..eb17611fe1 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/metadata.yaml @@ -0,0 +1,60 @@ +setname: NMC_NC_NOTFIXED_D_HEPDATA +version: 1 +version_comment: Hepdata implementation of F2 deuteron averaged over different $\sqrt{s}$. +nnpdf_metadata: + nnpdf31_process: DIS NC + experiment: NMC +arXiv: + url: https://arxiv.org/abs/hep-ph/9610231 + journal: Nucl. Phys. B483 (1997) 3 +iNSPIRE: + url: https://inspirehep.net/literature/424154 +hepdata: + url: https://www.hepdata.net/record/ins424154 + version: 1 +implemented_observables: +- observable_name: EM-F2 + observable: + description: Deep Inelastic Scattering F2 on deuteron target. + label: NMC $d$ + units: '' + process_type: DIS_NCE + tables: [17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32] + npoints: [] + ndata: 158 + kinematic_coverage: + - x + - Q2 + kinematics: + variables: + x: + description: Bjorken x + label: $x$ + units: '' + Q2: + description: Momentum transfer + label: '$Q^2$' + units: '$GeV^2$' + file: kinematics.yaml + plotting: + kinematics_override: dis_sqrt_scale + dataset_label: NMC $d$ + y_label: $F_2(x,Q^2)$ + result_transform: qbindis + y_scale: symlog + line_by: + - x + normalize: + y_scale: linear + line_by: [] + figure_by: + - x + plot_x: Q2 + theory: + conversion_factor: 1.0 + operation: 'NULL' + FK_tables: + - - NMC_NC_HEPDATA_D_F2 + data_uncertainties: + - uncertainties.yaml + data_central: data.yaml \ No newline at end of file diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table17.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table17.csv new file mode 100644 index 0000000000..d92d7c5b81 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table17.csv @@ -0,0 +1,17 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t17 +#: name: Table 17 +#: description: Corrected F2D measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table17.yaml +#: keyword reactions: MUON DEUT --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON DEUT --> MUON X +#: X,0.0045 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +0.75,0.537,0.2576,0.0073,-0.0073,0.0169,-0.0169 +1.25,0.537,0.3218,0.0041,-0.0041,0.0156,-0.0156 +1.75,0.537,0.3595,0.0054,-0.0054,0.0145,-0.0145 +2.5,0.537,0.4116,0.0119,-0.0119,0.0157,-0.0157 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table18.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table18.csv new file mode 100644 index 0000000000..df65e5afd2 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table18.csv @@ -0,0 +1,18 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t18 +#: name: Table 18 +#: description: Corrected F2D measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table18.yaml +#: keyword reactions: MUON DEUT --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON DEUT --> MUON X +#: X,0.008 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +0.75,0.337,0.2595,0.0026,-0.0026,0.0072,-0.0072 +1.25,0.337,0.2983,0.0038,-0.0038,0.0089,-0.0089 +1.75,0.337,0.3354,0.0047,-0.0047,0.0134,-0.0134 +2.5,0.337,0.3673,0.0038,-0.0038,0.0131,-0.0131 +3.5,0.337,0.4056,0.0061,-0.0061,0.0137,-0.0137 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table19.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table19.csv new file mode 100644 index 0000000000..4e51a94b83 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table19.csv @@ -0,0 +1,20 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t19 +#: name: Table 19 +#: description: Corrected F2D measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table19.yaml +#: keyword reactions: MUON DEUT --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON DEUT --> MUON X +#: X,0.0125 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +0.75,0.246,0.2538,0.0051,-0.0051,0.0073,-0.0073 +1.25,0.246,0.2947,0.0027,-0.0027,0.0067,-0.0067 +1.75,0.246,0.3256,0.0039,-0.0039,0.0077,-0.0077 +2.5,0.246,0.3622,0.004,-0.004,0.0118,-0.0118 +3.5,0.246,0.3897,0.0045,-0.0045,0.012,-0.012 +4.5,0.246,0.4026,0.0047,-0.0047,0.0133,-0.0133 +5.5,0.246,0.4389,0.0085,-0.0085,0.0156,-0.0156 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table20.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table20.csv new file mode 100644 index 0000000000..8c70f18862 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table20.csv @@ -0,0 +1,20 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t20 +#: name: Table 20 +#: description: Corrected F2D measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table20.yaml +#: keyword reactions: MUON DEUT --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON DEUT --> MUON X +#: X,0.0175 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +1.25,0.19,0.2966,0.0039,-0.0039,0.0067,-0.0067 +1.75,0.19,0.3277,0.0035,-0.0035,0.0066,-0.0066 +2.5,0.19,0.3465,0.0036,-0.0036,0.0079,-0.0079 +3.5,0.19,0.3686,0.0054,-0.0054,0.01,-0.01 +4.5,0.19,0.3996,0.0057,-0.0057,0.0115,-0.0115 +5.5,0.19,0.4017,0.0079,-0.0079,0.0114,-0.0114 +7.0,0.19,0.4279,0.0055,-0.0055,0.0136,-0.0136 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table21.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table21.csv new file mode 100644 index 0000000000..b96c7aa706 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table21.csv @@ -0,0 +1,22 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t21 +#: name: Table 21 +#: description: Corrected F2D measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table21.yaml +#: keyword reactions: MUON DEUT --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON DEUT --> MUON X +#: X,0.025 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +1.25,0.099,0.2955,0.0048,-0.0048,0.0071,-0.0071 +1.75,0.099,0.3191,0.0033,-0.0033,0.0056,-0.0056 +2.5,0.099,0.3398,0.0024,-0.0024,0.0056,-0.0056 +3.5,0.099,0.3621,0.0036,-0.0036,0.0086,-0.0086 +4.5,0.099,0.3865,0.005,-0.005,0.0099,-0.0099 +5.5,0.099,0.3961,0.0051,-0.0051,0.0104,-0.0104 +7.0,0.099,0.3998,0.0047,-0.0047,0.0098,-0.0098 +9.0,0.099,0.4331,0.0047,-0.0047,0.0123,-0.0123 +11.5,0.099,0.4552,0.0086,-0.0086,0.0152,-0.0152 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table22.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table22.csv new file mode 100644 index 0000000000..73e964ba54 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table22.csv @@ -0,0 +1,23 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t22 +#: name: Table 22 +#: description: Corrected F2D measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table22.yaml +#: keyword reactions: MUON DEUT --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON DEUT --> MUON X +#: X,0.035 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +1.25,0.108,0.3037,0.0076,-0.0076,0.0081,-0.0081 +1.75,0.108,0.3154,0.0049,-0.0049,0.0053,-0.0053 +2.5,0.108,0.3416,0.0031,-0.0031,0.0047,-0.0047 +3.5,0.108,0.3622,0.0039,-0.0039,0.0057,-0.0057 +4.5,0.108,0.3719,0.0049,-0.0049,0.0087,-0.0087 +5.5,0.108,0.3785,0.006,-0.006,0.009,-0.009 +7.0,0.108,0.3983,0.0051,-0.0051,0.0092,-0.0092 +9.0,0.108,0.4008,0.0053,-0.0053,0.0089,-0.0089 +11.5,0.108,0.4227,0.0046,-0.0046,0.0113,-0.0113 +15.0,0.108,0.442,0.0077,-0.0077,0.0148,-0.0148 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table23.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table23.csv new file mode 100644 index 0000000000..6c80286141 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table23.csv @@ -0,0 +1,24 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t23 +#: name: Table 23 +#: description: Corrected F2D measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table23.yaml +#: keyword reactions: MUON DEUT --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON DEUT --> MUON X +#: X,0.05 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +1.25,0.117,0.3211,0.0089,-0.0089,0.0102,-0.0102 +1.75,0.117,0.3188,0.005,-0.005,0.0063,-0.0063 +2.5,0.117,0.3346,0.003,-0.003,0.0042,-0.0042 +3.5,0.117,0.3549,0.0032,-0.0032,0.0045,-0.0045 +4.5,0.117,0.3599,0.0041,-0.0041,0.0054,-0.0054 +5.5,0.117,0.3711,0.0047,-0.0047,0.0072,-0.0072 +7.0,0.117,0.385,0.0041,-0.0041,0.0083,-0.0083 +9.0,0.117,0.3871,0.0045,-0.0045,0.0076,-0.0076 +11.5,0.117,0.4034,0.0039,-0.0039,0.008,-0.008 +15.0,0.117,0.4129,0.0038,-0.0038,0.0102,-0.0102 +20.0,0.117,0.4316,0.0056,-0.0056,0.0139,-0.0139 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table24.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table24.csv new file mode 100644 index 0000000000..fa3b6c91e0 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table24.csv @@ -0,0 +1,25 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t24 +#: name: Table 24 +#: description: Corrected F2D measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table24.yaml +#: keyword reactions: MUON DEUT --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON DEUT --> MUON X +#: X,0.07 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +1.25,0.113,0.3138,0.0131,-0.0131,0.0136,-0.0136 +1.75,0.113,0.3227,0.0073,-0.0073,0.0088,-0.0088 +2.5,0.113,0.3344,0.0041,-0.0041,0.0053,-0.0053 +3.5,0.113,0.3545,0.0041,-0.0041,0.0041,-0.0041 +4.5,0.113,0.3491,0.0046,-0.0046,0.0046,-0.0046 +5.5,0.113,0.3613,0.006,-0.006,0.0051,-0.0051 +7.0,0.113,0.3728,0.0057,-0.0057,0.0066,-0.0066 +9.0,0.113,0.3717,0.0059,-0.0059,0.0073,-0.0073 +11.5,0.113,0.3845,0.005,-0.005,0.0065,-0.0065 +15.0,0.113,0.3948,0.0044,-0.0044,0.0072,-0.0072 +20.0,0.113,0.3924,0.0042,-0.0042,0.0091,-0.0091 +27.0,0.113,0.4279,0.0091,-0.0091,0.0142,-0.0142 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table25.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table25.csv new file mode 100644 index 0000000000..88bfc226ad --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table25.csv @@ -0,0 +1,25 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t25 +#: name: Table 25 +#: description: Corrected F2D measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table25.yaml +#: keyword reactions: MUON DEUT --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON DEUT --> MUON X +#: X,0.09 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +1.25,0.096,0.3258,0.0195,-0.0195,0.0176,-0.0176 +1.75,0.096,0.3221,0.0096,-0.0096,0.0116,-0.0116 +2.5,0.096,0.3382,0.0054,-0.0054,0.0067,-0.0067 +3.5,0.096,0.3372,0.0048,-0.0048,0.0047,-0.0047 +4.5,0.096,0.3541,0.0057,-0.0057,0.0043,-0.0043 +5.5,0.096,0.3607,0.0067,-0.0067,0.005,-0.005 +7.0,0.096,0.3616,0.0064,-0.0064,0.0054,-0.0054 +9.0,0.096,0.3656,0.0077,-0.0077,0.0066,-0.0066 +11.5,0.096,0.3673,0.0059,-0.0059,0.0064,-0.0064 +15.0,0.096,0.3698,0.0052,-0.0052,0.0057,-0.0057 +20.0,0.096,0.3742,0.0045,-0.0045,0.0068,-0.0068 +27.0,0.096,0.3876,0.0058,-0.0058,0.0094,-0.0094 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table26.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table26.csv new file mode 100644 index 0000000000..5d1a1f10b6 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table26.csv @@ -0,0 +1,25 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t26 +#: name: Table 26 +#: description: Corrected F2D measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table26.yaml +#: keyword reactions: MUON DEUT --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON DEUT --> MUON X +#: X,0.11 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +1.75,0.043,0.322,0.0117,-0.0117,0.0141,-0.0141 +2.5,0.043,0.331,0.0065,-0.0065,0.0084,-0.0084 +3.5,0.043,0.3382,0.0059,-0.0059,0.0056,-0.0056 +4.5,0.043,0.3373,0.0062,-0.0062,0.0046,-0.0046 +5.5,0.043,0.3377,0.0073,-0.0073,0.0046,-0.0046 +7.0,0.043,0.3434,0.0066,-0.0066,0.0052,-0.0052 +9.0,0.043,0.3412,0.0093,-0.0093,0.006,-0.006 +11.5,0.043,0.348,0.007,-0.007,0.0063,-0.0063 +15.0,0.043,0.3611,0.0061,-0.0061,0.0059,-0.0059 +20.0,0.043,0.3616,0.0051,-0.0051,0.0055,-0.0055 +27.0,0.043,0.3583,0.0055,-0.0055,0.0067,-0.0067 +36.0,0.043,0.3862,0.011,-0.011,0.01,-0.01 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table27.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table27.csv new file mode 100644 index 0000000000..48dd592dd5 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table27.csv @@ -0,0 +1,25 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t27 +#: name: Table 27 +#: description: Corrected F2D measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table27.yaml +#: keyword reactions: MUON DEUT --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON DEUT --> MUON X +#: X,0.14 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +1.75,0.295,0.3471,0.0198,-0.0198,0.0168,-0.0168 +2.5,0.27,0.3294,0.006,-0.006,0.0104,-0.0104 +3.5,0.232,0.3302,0.005,-0.005,0.0067,-0.0067 +4.5,0.2,0.3212,0.005,-0.005,0.005,-0.005 +5.5,0.175,0.3291,0.0059,-0.0059,0.0047,-0.0047 +7.0,0.15,0.3246,0.0051,-0.0051,0.0047,-0.0047 +9.0,0.129,0.341,0.0082,-0.0082,0.0054,-0.0054 +11.5,0.114,0.328,0.0066,-0.0066,0.0059,-0.0059 +15.0,0.1,0.3326,0.0049,-0.0049,0.0061,-0.0061 +20.0,0.089,0.3307,0.0039,-0.0039,0.0059,-0.0059 +27.0,0.079,0.3322,0.004,-0.004,0.006,-0.006 +36.0,0.072,0.3421,0.0067,-0.0067,0.0071,-0.0071 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table28.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table28.csv new file mode 100644 index 0000000000..70729af2f0 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table28.csv @@ -0,0 +1,25 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t28 +#: name: Table 28 +#: description: Corrected F2D measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table28.yaml +#: keyword reactions: MUON DEUT --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON DEUT --> MUON X +#: X,0.18 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +2.5,0.251,0.3267,0.0091,-0.0091,0.0103,-0.0103 +3.5,0.21,0.3062,0.0061,-0.0061,0.0073,-0.0073 +4.5,0.178,0.3121,0.006,-0.006,0.0057,-0.0057 +5.5,0.155,0.3015,0.0064,-0.0064,0.0048,-0.0048 +7.0,0.132,0.3059,0.0056,-0.0056,0.0044,-0.0044 +9.0,0.113,0.3014,0.0084,-0.0084,0.0045,-0.0045 +11.5,0.098,0.3061,0.0078,-0.0078,0.0049,-0.0049 +15.0,0.085,0.3081,0.0061,-0.0061,0.0057,-0.0057 +20.0,0.075,0.2992,0.0043,-0.0043,0.0057,-0.0057 +27.0,0.066,0.3021,0.0043,-0.0043,0.0061,-0.0061 +36.0,0.059,0.3016,0.0053,-0.0053,0.0067,-0.0067 +48.0,0.054,0.3207,0.0099,-0.0099,0.0081,-0.0081 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table29.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table29.csv new file mode 100644 index 0000000000..4e9135747d --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table29.csv @@ -0,0 +1,25 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t29 +#: name: Table 29 +#: description: Corrected F2D measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table29.yaml +#: keyword reactions: MUON DEUT --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON DEUT --> MUON X +#: X,0.225 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +2.5,0.234,0.2939,0.026,-0.026,0.008,-0.008 +3.5,0.191,0.2904,0.007,-0.007,0.0065,-0.0065 +4.5,0.161,0.2796,0.006,-0.006,0.0052,-0.0052 +5.5,0.14,0.2853,0.0066,-0.0066,0.0046,-0.0046 +7.0,0.118,0.2799,0.0056,-0.0056,0.0038,-0.0038 +9.0,0.1,0.2798,0.0075,-0.0075,0.0038,-0.0038 +11.5,0.086,0.2876,0.0077,-0.0077,0.0041,-0.0041 +15.0,0.074,0.2614,0.0057,-0.0057,0.0043,-0.0043 +20.0,0.064,0.2695,0.0042,-0.0042,0.0046,-0.0046 +27.0,0.056,0.2686,0.0041,-0.0041,0.0053,-0.0053 +36.0,0.05,0.2599,0.0047,-0.0047,0.0058,-0.0058 +48.0,0.045,0.2611,0.0075,-0.0075,0.0071,-0.0071 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table30.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table30.csv new file mode 100644 index 0000000000..eb371aa611 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table30.csv @@ -0,0 +1,25 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t30 +#: name: Table 30 +#: description: Corrected F2D measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table30.yaml +#: keyword reactions: MUON DEUT --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON DEUT --> MUON X +#: X,0.275 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +3.5,0.178,0.2667,0.0117,-0.0117,0.0062,-0.0062 +4.5,0.149,0.2656,0.0078,-0.0078,0.0051,-0.0051 +5.5,0.129,0.2581,0.0074,-0.0074,0.0041,-0.0041 +7.0,0.108,0.2481,0.0059,-0.0059,0.0033,-0.0033 +9.0,0.091,0.2471,0.0083,-0.0083,0.0029,-0.0029 +11.5,0.078,0.2402,0.0079,-0.0079,0.003,-0.003 +15.0,0.066,0.2439,0.0078,-0.0078,0.0031,-0.0031 +20.0,0.056,0.2347,0.0046,-0.0046,0.0031,-0.0031 +27.0,0.048,0.2284,0.0041,-0.0041,0.0035,-0.0035 +36.0,0.042,0.2311,0.0047,-0.0047,0.0046,-0.0046 +48.0,0.038,0.2347,0.0071,-0.0071,0.006,-0.006 +65.0,0.034,0.1704,0.0183,-0.0183,0.0057,-0.0057 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table31.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table31.csv new file mode 100644 index 0000000000..1440f1c85a --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table31.csv @@ -0,0 +1,24 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t31 +#: name: Table 31 +#: description: Corrected F2D measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table31.yaml +#: keyword reactions: MUON DEUT --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON DEUT --> MUON X +#: X,0.35 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +4.5,0.138,0.2123,0.0081,-0.0081,0.0093,-0.0093 +5.5,0.119,0.2192,0.0069,-0.0069,0.0074,-0.0074 +7.0,0.099,0.2153,0.0049,-0.0049,0.0046,-0.0046 +9.0,0.083,0.2014,0.0058,-0.0058,0.0027,-0.0027 +11.5,0.07,0.1842,0.0074,-0.0074,0.0019,-0.0019 +15.0,0.059,0.1716,0.0053,-0.0053,0.0022,-0.0022 +20.0,0.049,0.1819,0.0039,-0.0039,0.0028,-0.0028 +27.0,0.042,0.1706,0.0028,-0.0028,0.0029,-0.0029 +36.0,0.036,0.1728,0.003,-0.003,0.003,-0.003 +48.0,0.032,0.1659,0.0038,-0.0038,0.0032,-0.0032 +65.0,0.028,0.158,0.0105,-0.0105,0.0047,-0.0047 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table32.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table32.csv new file mode 100644 index 0000000000..9d277fe093 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/rawdata/Table32.csv @@ -0,0 +1,23 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t32 +#: name: Table 32 +#: description: Corrected F2D measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table32.yaml +#: keyword reactions: MUON DEUT --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON DEUT --> MUON X +#: X,0.5 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +5.5,0.109,0.1158,0.0101,-0.0101,0.0122,-0.0122 +7.0,0.091,0.1237,0.0047,-0.0047,0.0102,-0.0102 +9.0,0.075,0.1046,0.0039,-0.0039,0.0064,-0.0064 +11.5,0.063,0.1025,0.0046,-0.0046,0.0049,-0.0049 +15.0,0.052,0.1077,0.0061,-0.0061,0.004,-0.004 +20.0,0.043,0.0901,0.0037,-0.0037,0.0043,-0.0043 +27.0,0.035,0.0864,0.0021,-0.0021,0.0045,-0.0045 +36.0,0.03,0.0828,0.0017,-0.0017,0.0041,-0.0041 +48.0,0.026,0.081,0.002,-0.002,0.0037,-0.0037 +65.0,0.022,0.0729,0.0047,-0.0047,0.0032,-0.0032 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/uncertainties.yaml b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/uncertainties.yaml new file mode 100644 index 0000000000..7e2a1bf9a9 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/uncertainties.yaml @@ -0,0 +1,326 @@ +definitions: + stat: + description: statistical uncertainty + treatment: ADD + type: UNCORR + sys: + description: systematical uncertainty + treatment: MULT + type: CORR +bins: +- stat: 0.0073 + sys: 0.0169 +- stat: 0.0041 + sys: 0.0156 +- stat: 0.0054 + sys: 0.0145 +- stat: 0.0119 + sys: 0.0157 +- stat: 0.0026 + sys: 0.0072 +- stat: 0.0038 + sys: 0.0089 +- stat: 0.0047 + sys: 0.0134 +- stat: 0.0038 + sys: 0.0131 +- stat: 0.0061 + sys: 0.0137 +- stat: 0.0051 + sys: 0.0073 +- stat: 0.0027 + sys: 0.0067 +- stat: 0.0039 + sys: 0.0077 +- stat: 0.004 + sys: 0.0118 +- stat: 0.0045 + sys: 0.012 +- stat: 0.0047 + sys: 0.0133 +- stat: 0.0085 + sys: 0.0156 +- stat: 0.0039 + sys: 0.0067 +- stat: 0.0035 + sys: 0.0066 +- stat: 0.0036 + sys: 0.0079 +- stat: 0.0054 + sys: 0.01 +- stat: 0.0057 + sys: 0.0115 +- stat: 0.0079 + sys: 0.0114 +- stat: 0.0055 + sys: 0.0136 +- stat: 0.0048 + sys: 0.0071 +- stat: 0.0033 + sys: 0.0056 +- stat: 0.0024 + sys: 0.0056 +- stat: 0.0036 + sys: 0.0086 +- stat: 0.005 + sys: 0.0099 +- stat: 0.0051 + sys: 0.0104 +- stat: 0.0047 + sys: 0.0098 +- stat: 0.0047 + sys: 0.0123 +- stat: 0.0086 + sys: 0.0152 +- stat: 0.0076 + sys: 0.0081 +- stat: 0.0049 + sys: 0.0053 +- stat: 0.0031 + sys: 0.0047 +- stat: 0.0039 + sys: 0.0057 +- stat: 0.0049 + sys: 0.0087 +- stat: 0.006 + sys: 0.009 +- stat: 0.0051 + sys: 0.0092 +- stat: 0.0053 + sys: 0.0089 +- stat: 0.0046 + sys: 0.0113 +- stat: 0.0077 + sys: 0.0148 +- stat: 0.0089 + sys: 0.0102 +- stat: 0.005 + sys: 0.0063 +- stat: 0.003 + sys: 0.0042 +- stat: 0.0032 + sys: 0.0045 +- stat: 0.0041 + sys: 0.0054 +- stat: 0.0047 + sys: 0.0072 +- stat: 0.0041 + sys: 0.0083 +- stat: 0.0045 + sys: 0.0076 +- stat: 0.0039 + sys: 0.008 +- stat: 0.0038 + sys: 0.0102 +- stat: 0.0056 + sys: 0.0139 +- stat: 0.0131 + sys: 0.0136 +- stat: 0.0073 + sys: 0.0088 +- stat: 0.0041 + sys: 0.0053 +- stat: 0.0041 + sys: 0.0041 +- stat: 0.0046 + sys: 0.0046 +- stat: 0.006 + sys: 0.0051 +- stat: 0.0057 + sys: 0.0066 +- stat: 0.0059 + sys: 0.0073 +- stat: 0.005 + sys: 0.0065 +- stat: 0.0044 + sys: 0.0072 +- stat: 0.0042 + sys: 0.0091 +- stat: 0.0091 + sys: 0.0142 +- stat: 0.0195 + sys: 0.0176 +- stat: 0.0096 + sys: 0.0116 +- stat: 0.0054 + sys: 0.0067 +- stat: 0.0048 + sys: 0.0047 +- stat: 0.0057 + sys: 0.0043 +- stat: 0.0067 + sys: 0.005 +- stat: 0.0064 + sys: 0.0054 +- stat: 0.0077 + sys: 0.0066 +- stat: 0.0059 + sys: 0.0064 +- stat: 0.0052 + sys: 0.0057 +- stat: 0.0045 + sys: 0.0068 +- stat: 0.0058 + sys: 0.0094 +- stat: 0.0117 + sys: 0.0141 +- stat: 0.0065 + sys: 0.0084 +- stat: 0.0059 + sys: 0.0056 +- stat: 0.0062 + sys: 0.0046 +- stat: 0.0073 + sys: 0.0046 +- stat: 0.0066 + sys: 0.0052 +- stat: 0.0093 + sys: 0.006 +- stat: 0.007 + sys: 0.0063 +- stat: 0.0061 + sys: 0.0059 +- stat: 0.0051 + sys: 0.0055 +- stat: 0.0055 + sys: 0.0067 +- stat: 0.011 + sys: 0.01 +- stat: 0.0198 + sys: 0.0168 +- stat: 0.006 + sys: 0.0104 +- stat: 0.005 + sys: 0.0067 +- stat: 0.005 + sys: 0.005 +- stat: 0.0059 + sys: 0.0047 +- stat: 0.0051 + sys: 0.0047 +- stat: 0.0082 + sys: 0.0054 +- stat: 0.0066 + sys: 0.0059 +- stat: 0.0049 + sys: 0.0061 +- stat: 0.0039 + sys: 0.0059 +- stat: 0.004 + sys: 0.006 +- stat: 0.0067 + sys: 0.0071 +- stat: 0.0091 + sys: 0.0103 +- stat: 0.0061 + sys: 0.0073 +- stat: 0.006 + sys: 0.0057 +- stat: 0.0064 + sys: 0.0048 +- stat: 0.0056 + sys: 0.0044 +- stat: 0.0084 + sys: 0.0045 +- stat: 0.0078 + sys: 0.0049 +- stat: 0.0061 + sys: 0.0057 +- stat: 0.0043 + sys: 0.0057 +- stat: 0.0043 + sys: 0.0061 +- stat: 0.0053 + sys: 0.0067 +- stat: 0.0099 + sys: 0.0081 +- stat: 0.026 + sys: 0.008 +- stat: 0.007 + sys: 0.0065 +- stat: 0.006 + sys: 0.0052 +- stat: 0.0066 + sys: 0.0046 +- stat: 0.0056 + sys: 0.0038 +- stat: 0.0075 + sys: 0.0038 +- stat: 0.0077 + sys: 0.0041 +- stat: 0.0057 + sys: 0.0043 +- stat: 0.0042 + sys: 0.0046 +- stat: 0.0041 + sys: 0.0053 +- stat: 0.0047 + sys: 0.0058 +- stat: 0.0075 + sys: 0.0071 +- stat: 0.0117 + sys: 0.0062 +- stat: 0.0078 + sys: 0.0051 +- stat: 0.0074 + sys: 0.0041 +- stat: 0.0059 + sys: 0.0033 +- stat: 0.0083 + sys: 0.0029 +- stat: 0.0079 + sys: 0.003 +- stat: 0.0078 + sys: 0.0031 +- stat: 0.0046 + sys: 0.0031 +- stat: 0.0041 + sys: 0.0035 +- stat: 0.0047 + sys: 0.0046 +- stat: 0.0071 + sys: 0.006 +- stat: 0.0183 + sys: 0.0057 +- stat: 0.0081 + sys: 0.0093 +- stat: 0.0069 + sys: 0.0074 +- stat: 0.0049 + sys: 0.0046 +- stat: 0.0058 + sys: 0.0027 +- stat: 0.0074 + sys: 0.0019 +- stat: 0.0053 + sys: 0.0022 +- stat: 0.0039 + sys: 0.0028 +- stat: 0.0028 + sys: 0.0029 +- stat: 0.003 + sys: 0.003 +- stat: 0.0038 + sys: 0.0032 +- stat: 0.0105 + sys: 0.0047 +- stat: 0.0101 + sys: 0.0122 +- stat: 0.0047 + sys: 0.0102 +- stat: 0.0039 + sys: 0.0064 +- stat: 0.0046 + sys: 0.0049 +- stat: 0.0061 + sys: 0.004 +- stat: 0.0037 + sys: 0.0043 +- stat: 0.0021 + sys: 0.0045 +- stat: 0.0017 + sys: 0.0041 +- stat: 0.002 + sys: 0.0037 +- stat: 0.0047 + sys: 0.0032 diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/data.yaml b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/data.yaml new file mode 100644 index 0000000000..1f09d447eb --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/data.yaml @@ -0,0 +1,159 @@ +data_central: +- 0.2695 +- 0.3237 +- 0.3674 +- 0.4281 +- 0.2647 +- 0.3088 +- 0.3483 +- 0.3869 +- 0.4209 +- 0.26 +- 0.3031 +- 0.3303 +- 0.3729 +- 0.3992 +- 0.4164 +- 0.4548 +- 0.2976 +- 0.3299 +- 0.3576 +- 0.3808 +- 0.4129 +- 0.4206 +- 0.4287 +- 0.3041 +- 0.3247 +- 0.3501 +- 0.3757 +- 0.3912 +- 0.4058 +- 0.4176 +- 0.4458 +- 0.4835 +- 0.3061 +- 0.3305 +- 0.3578 +- 0.3783 +- 0.3978 +- 0.3947 +- 0.413 +- 0.4164 +- 0.4406 +- 0.4643 +- 0.3309 +- 0.3314 +- 0.3448 +- 0.3695 +- 0.3747 +- 0.3831 +- 0.3926 +- 0.3974 +- 0.4254 +- 0.4314 +- 0.464 +- 0.314 +- 0.3444 +- 0.3494 +- 0.3754 +- 0.3704 +- 0.3793 +- 0.3915 +- 0.3962 +- 0.4143 +- 0.4095 +- 0.4274 +- 0.479 +- 0.3376 +- 0.3394 +- 0.3635 +- 0.3609 +- 0.3699 +- 0.3712 +- 0.3908 +- 0.3688 +- 0.3968 +- 0.4025 +- 0.4007 +- 0.408 +- 0.3454 +- 0.3549 +- 0.3684 +- 0.367 +- 0.3657 +- 0.3627 +- 0.3757 +- 0.3679 +- 0.3845 +- 0.3891 +- 0.3764 +- 0.433 +- 0.3688 +- 0.363 +- 0.3685 +- 0.354 +- 0.341 +- 0.3542 +- 0.3775 +- 0.3737 +- 0.37 +- 0.365 +- 0.3746 +- 0.3642 +- 0.3628 +- 0.3343 +- 0.3609 +- 0.3277 +- 0.3461 +- 0.3468 +- 0.3527 +- 0.3382 +- 0.3392 +- 0.3413 +- 0.3548 +- 0.3715 +- 0.333 +- 0.3297 +- 0.3213 +- 0.3318 +- 0.3217 +- 0.3117 +- 0.3485 +- 0.3149 +- 0.308 +- 0.3164 +- 0.3031 +- 0.3166 +- 0.3016 +- 0.3036 +- 0.3032 +- 0.3035 +- 0.3031 +- 0.2789 +- 0.2933 +- 0.2828 +- 0.2645 +- 0.2817 +- 0.2764 +- 0.1887 +- 0.2727 +- 0.2526 +- 0.269 +- 0.249 +- 0.2354 +- 0.2192 +- 0.2257 +- 0.2156 +- 0.2163 +- 0.2207 +- 0.2333 +- 0.1558 +- 0.1654 +- 0.1377 +- 0.1443 +- 0.1344 +- 0.1192 +- 0.1185 +- 0.1112 +- 0.1042 +- 0.1092 diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/filter.py b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/filter.py new file mode 100644 index 0000000000..cda726c28f --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/filter.py @@ -0,0 +1,95 @@ +r"""Implement data form Hepdata reference, data from Table 5. +R is simultaneously determined from the data. +Results are averaged onver different $\sqrt{s}$. +""" + +import pathlib + +import pandas as pd +import yaml + +HERE = pathlib.Path(__file__).parent + + +def read_tables(store_path, header_line): + """Parse Tables.""" + dfs = pd.DataFrame() + for file in sorted(store_path.iterdir()): + with open(file, "r", encoding="utf-8") as f: + lines = f.readlines() + df = pd.DataFrame( + [l.split(",") for l in lines[header_line:-1]], + columns=[ + "Q2", + "R", + "F2", + "stat+", + "stat-", + "sys+", + "sys-", + ], + ) + df["x"] = float(lines[header_line - 2].split(",")[1]) + dfs = pd.concat([dfs, df], ignore_index=True) if not dfs.empty else df + + dfs = dfs.astype(float) + return dfs.sort_values(["x", "Q2"]) + + +def write_files(df, store_path): + """Write kinematics, central value and uncertainties files.""" + + # Write central data + data_central_yaml = {"data_central": [float(x) for x in df["F2"]]} + with open(store_path / "data.yaml", "w", encoding="utf-8") as file: + yaml.dump(data_central_yaml, file) + + # Write kin file + kin = [] + for _, row in df.iterrows(): + kin_value = { + "x": { + "min": None, + "mid": float(row.x), + "max": None, + }, + "Q2": { + "min": None, + "mid": float(row.Q2), + "max": None, + }, + } + kin.append(kin_value) + kinematics_yaml = {"bins": kin} + with open(store_path / "kinematics.yaml", "w", encoding="utf-8") as file: + yaml.dump(kinematics_yaml, file, sort_keys=False) + + # loop on data points + error_definition = { + "stat": { + "description": "statistical uncertainty", + "treatment": "ADD", + "type": "UNCORR", + }, + "sys": { + "description": "systematical uncertainty", + "treatment": "MULT", + "type": "CORR", + }, + } + error = [] + for _, row in df.iterrows(): + e = { + "stat": float(row["stat+"]), + "sys": float(row["sys+"]), + } + error.append(e) + + uncertainties_yaml = {"definitions": error_definition, "bins": error} + with open(store_path / "uncertainties.yaml", "w", encoding="utf-8") as file: + yaml.dump(uncertainties_yaml, file, sort_keys=False) + + +if __name__ == "__main__": + df = read_tables(HERE / "rawdata", header_line=14) + write_files(df, HERE) diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/kinematics.yaml b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/kinematics.yaml new file mode 100644 index 0000000000..1adc7b086c --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/kinematics.yaml @@ -0,0 +1,1265 @@ +bins: +- x: + min: null + mid: 0.0045 + max: null + Q2: + min: null + mid: 0.75 + max: 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min: null + mid: 36.0 + max: null +- x: + min: null + mid: 0.5 + max: null + Q2: + min: null + mid: 48.0 + max: null +- x: + min: null + mid: 0.5 + max: null + Q2: + min: null + mid: 65.0 + max: null diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/metadata.yaml new file mode 100644 index 0000000000..dd7efcdf3e --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/metadata.yaml @@ -0,0 +1,60 @@ +setname: NMC_NC_NOTFIXED_P_HEPDATA +version: 1 +version_comment: Hepdata implementation of F2 proton averaged over different $\sqrt{s}$. +nnpdf_metadata: + nnpdf31_process: DIS NC + experiment: NMC +arXiv: + url: https://arxiv.org/abs/hep-ph/9610231 + journal: Nucl. Phys. B483 (1997) 3 +iNSPIRE: + url: https://inspirehep.net/literature/424154 +hepdata: + url: https://www.hepdata.net/record/ins424154 + version: 1 +implemented_observables: +- observable_name: EM-F2 + observable: + description: Deep Inelastic Scattering F2 on proton target. + label: NMC $p$ + units: '' + process_type: DIS_NCE + tables: [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16] + npoints: [] + ndata: 158 + kinematic_coverage: + - x + - Q2 + kinematics: + variables: + x: + description: Bjorken x + label: $x$ + units: '' + Q2: + description: Momentum transfer + label: '$Q^2$' + units: '$GeV^2$' + file: kinematics.yaml + plotting: + kinematics_override: dis_sqrt_scale + dataset_label: NMC $p$ + y_label: $F_2(x,Q^2)$ + result_transform: qbindis + y_scale: symlog + line_by: + - x + normalize: + y_scale: linear + line_by: [] + figure_by: + - x + plot_x: Q2 + theory: + conversion_factor: 1.0 + operation: 'NULL' + FK_tables: + - - NMC_NC_HEPDATA_P_F2 + data_uncertainties: + - uncertainties.yaml + data_central: data.yaml \ No newline at end of file diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table1.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table1.csv new file mode 100644 index 0000000000..7ca3743282 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table1.csv @@ -0,0 +1,19 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t1 +#: name: Table 1 +#: description: Corrected F2P measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table1.yaml +#: keyword reactions: MUON P --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: keyword cmenergies: 21.677 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON P --> MUON X +#: SQRT(S) [GeV],21.677 +#: X,0.0045 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +0.75,0.537,0.2695,0.0099,-0.0099,0.0134,-0.0134 +1.25,0.537,0.3237,0.0053,-0.0053,0.0152,-0.0152 +1.75,0.537,0.3674,0.007,-0.007,0.0149,-0.0149 +2.5,0.537,0.4281,0.0162,-0.0162,0.0158,-0.0158 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table10.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table10.csv new file mode 100644 index 0000000000..f5b616dc5e --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table10.csv @@ -0,0 +1,27 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t10 +#: name: Table 10 +#: description: Corrected F2P measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table10.yaml +#: keyword reactions: MUON P --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: keyword cmenergies: 21.677 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON P --> MUON X +#: SQRT(S) [GeV],21.677 +#: X,0.11 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +1.75,0.043,0.3454,0.0133,-0.0133,0.0105,-0.0105 +2.5,0.043,0.3549,0.0076,-0.0076,0.008,-0.008 +3.5,0.043,0.3684,0.0074,-0.0074,0.0062,-0.0062 +4.5,0.043,0.367,0.0082,-0.0082,0.0053,-0.0053 +5.5,0.043,0.3657,0.01,-0.01,0.0045,-0.0045 +7.0,0.043,0.3627,0.009,-0.009,0.0051,-0.0051 +9.0,0.043,0.3757,0.0128,-0.0128,0.0066,-0.0066 +11.5,0.043,0.3679,0.0092,-0.0092,0.0068,-0.0068 +15.0,0.043,0.3845,0.0082,-0.0082,0.0072,-0.0072 +20.0,0.043,0.3891,0.0071,-0.0071,0.0079,-0.0079 +27.0,0.043,0.3764,0.0078,-0.0078,0.0091,-0.0091 +36.0,0.043,0.433,0.017,-0.017,0.0131,-0.0131 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table11.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table11.csv new file mode 100644 index 0000000000..1d9cb442a8 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table11.csv @@ -0,0 +1,27 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t11 +#: name: Table 11 +#: description: Corrected F2P measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table11.yaml +#: keyword reactions: MUON P --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: keyword cmenergies: 21.677 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON P --> MUON X +#: SQRT(S) [GeV],21.677 +#: X,0.14 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +1.75,0.295,0.3688,0.022,-0.022,0.0138,-0.0138 +2.5,0.27,0.363,0.0071,-0.0071,0.0101,-0.0101 +3.5,0.232,0.3685,0.0063,-0.0063,0.0073,-0.0073 +4.5,0.2,0.354,0.0064,-0.0064,0.0057,-0.0057 +5.5,0.175,0.341,0.0076,-0.0076,0.005,-0.005 +7.0,0.15,0.3542,0.007,-0.007,0.0051,-0.0051 +9.0,0.129,0.3775,0.0114,-0.0114,0.006,-0.006 +11.5,0.114,0.3737,0.0092,-0.0092,0.0068,-0.0068 +15.0,0.1,0.37,0.0067,-0.0067,0.0074,-0.0074 +20.0,0.089,0.365,0.0054,-0.0054,0.0078,-0.0078 +27.0,0.079,0.3746,0.0059,-0.0059,0.009,-0.009 +36.0,0.072,0.3642,0.01,-0.01,0.0103,-0.0103 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table12.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table12.csv new file mode 100644 index 0000000000..4d946b95fc --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table12.csv @@ -0,0 +1,27 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t12 +#: name: Table 12 +#: description: Corrected F2P measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table12.yaml +#: keyword reactions: MUON P --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: keyword cmenergies: 21.677 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON P --> MUON X +#: SQRT(S) [GeV],21.677 +#: X,0.18 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +2.5,0.251,0.3628,0.0109,-0.0109,0.0114,-0.0114 +3.5,0.21,0.3343,0.0074,-0.0074,0.0082,-0.0082 +4.5,0.178,0.3609,0.0079,-0.0079,0.0071,-0.0071 +5.5,0.155,0.3277,0.0084,-0.0084,0.0055,-0.0055 +7.0,0.132,0.3461,0.0078,-0.0078,0.0053,-0.0053 +9.0,0.113,0.3468,0.0119,-0.0119,0.0056,-0.0056 +11.5,0.098,0.3527,0.0111,-0.0111,0.0062,-0.0062 +15.0,0.085,0.3382,0.0081,-0.0081,0.0069,-0.0069 +20.0,0.075,0.3392,0.0062,-0.0062,0.0073,-0.0073 +27.0,0.066,0.3413,0.0063,-0.0063,0.0081,-0.0081 +36.0,0.059,0.3548,0.0083,-0.0083,0.0096,-0.0096 +48.0,0.054,0.3715,0.0157,-0.0157,0.0114,-0.0114 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table13.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table13.csv new file mode 100644 index 0000000000..a585aded0e --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table13.csv @@ -0,0 +1,27 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t13 +#: name: Table 13 +#: description: Corrected F2P measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table13.yaml +#: keyword reactions: MUON P --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: keyword cmenergies: 21.677 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON P --> MUON X +#: SQRT(S) [GeV],21.677 +#: X,0.225 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +2.5,0.234,0.333,0.0315,-0.0315,0.0101,-0.0101 +3.5,0.191,0.3297,0.0087,-0.0087,0.0082,-0.0082 +4.5,0.161,0.3213,0.0078,-0.0078,0.0065,-0.0065 +5.5,0.14,0.3318,0.009,-0.009,0.0058,-0.0058 +7.0,0.118,0.3217,0.0078,-0.0078,0.0048,-0.0048 +9.0,0.1,0.3117,0.0104,-0.0104,0.0049,-0.0049 +11.5,0.086,0.3485,0.0112,-0.0112,0.0063,-0.0063 +15.0,0.074,0.3149,0.0081,-0.0081,0.0064,-0.0064 +20.0,0.064,0.308,0.0059,-0.0059,0.0065,-0.0065 +27.0,0.056,0.3164,0.0061,-0.0061,0.0072,-0.0072 +36.0,0.05,0.3031,0.0071,-0.0071,0.0076,-0.0076 +48.0,0.045,0.3166,0.0121,-0.0121,0.0089,-0.0089 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table14.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table14.csv new file mode 100644 index 0000000000..55d63c8d3c --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table14.csv @@ -0,0 +1,27 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t14 +#: name: Table 14 +#: description: Corrected F2P measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table14.yaml +#: keyword reactions: MUON P --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: keyword cmenergies: 21.677 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON P --> MUON X +#: SQRT(S) [GeV],21.677 +#: X,0.275 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +3.5,0.178,0.3016,0.0147,-0.0147,0.0076,-0.0076 +4.5,0.149,0.3036,0.0101,-0.0101,0.006,-0.006 +5.5,0.129,0.3032,0.0101,-0.0101,0.0051,-0.0051 +7.0,0.108,0.3035,0.0086,-0.0086,0.0049,-0.0049 +9.0,0.091,0.3031,0.0125,-0.0125,0.0047,-0.0047 +11.5,0.078,0.2789,0.0113,-0.0113,0.005,-0.005 +15.0,0.066,0.2933,0.0111,-0.0111,0.0055,-0.0055 +20.0,0.056,0.2828,0.0066,-0.0066,0.0058,-0.0058 +27.0,0.048,0.2645,0.0061,-0.0061,0.0056,-0.0056 +36.0,0.042,0.2817,0.0073,-0.0073,0.0064,-0.0064 +48.0,0.038,0.2764,0.0113,-0.0113,0.0068,-0.0068 +65.0,0.034,0.1887,0.0289,-0.0289,0.0055,-0.0055 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table15.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table15.csv new file mode 100644 index 0000000000..732813a266 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table15.csv @@ -0,0 +1,26 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t15 +#: name: Table 15 +#: description: Corrected F2P measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table15.yaml +#: keyword reactions: MUON P --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: keyword cmenergies: 21.677 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON P --> MUON X +#: SQRT(S) [GeV],21.677 +#: X,0.35 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +4.5,0.138,0.2727,0.0116,-0.0116,0.0127,-0.0127 +5.5,0.119,0.2526,0.0093,-0.0093,0.0092,-0.0092 +7.0,0.099,0.269,0.0073,-0.0073,0.0063,-0.0063 +9.0,0.083,0.249,0.0088,-0.0088,0.0055,-0.0055 +11.5,0.07,0.2354,0.0118,-0.0118,0.0048,-0.0048 +15.0,0.059,0.2192,0.0081,-0.0081,0.0045,-0.0045 +20.0,0.049,0.2257,0.0058,-0.0058,0.0045,-0.0045 +27.0,0.042,0.2156,0.0044,-0.0044,0.0046,-0.0046 +36.0,0.036,0.2163,0.0048,-0.0048,0.0054,-0.0054 +48.0,0.032,0.2207,0.0065,-0.0065,0.0061,-0.0061 +65.0,0.028,0.2333,0.0192,-0.0192,0.0074,-0.0074 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table16.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table16.csv new file mode 100644 index 0000000000..6bf151abcf --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table16.csv @@ -0,0 +1,25 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t16 +#: name: Table 16 +#: description: Corrected F2P measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table16.yaml +#: keyword reactions: MUON P --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: keyword cmenergies: 21.677 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON P --> MUON X +#: SQRT(S) [GeV],21.677 +#: X,0.5 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +5.5,0.109,0.1558,0.0158,-0.0158,0.0182,-0.0182 +7.0,0.091,0.1654,0.0077,-0.0077,0.0161,-0.0161 +9.0,0.075,0.1377,0.0063,-0.0063,0.0107,-0.0107 +11.5,0.063,0.1443,0.0081,-0.0081,0.0085,-0.0085 +15.0,0.052,0.1344,0.0101,-0.0101,0.0055,-0.0055 +20.0,0.043,0.1192,0.0059,-0.0059,0.005,-0.005 +27.0,0.035,0.1185,0.0035,-0.0035,0.0051,-0.0051 +36.0,0.03,0.1112,0.0028,-0.0028,0.0049,-0.0049 +48.0,0.026,0.1042,0.0034,-0.0034,0.0049,-0.0049 +65.0,0.022,0.1092,0.0088,-0.0088,0.0057,-0.0057 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table2.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table2.csv new file mode 100644 index 0000000000..7ae9e45d94 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table2.csv @@ -0,0 +1,20 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t2 +#: name: Table 2 +#: description: Corrected F2P measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table2.yaml +#: keyword reactions: MUON P --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: keyword cmenergies: 21.677 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON P --> MUON X +#: SQRT(S) [GeV],21.677 +#: X,0.008 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +0.75,0.337,0.2647,0.0033,-0.0033,0.0078,-0.0078 +1.25,0.337,0.3088,0.005,-0.005,0.0102,-0.0102 +1.75,0.337,0.3483,0.0062,-0.0062,0.0127,-0.0127 +2.5,0.337,0.3869,0.005,-0.005,0.0139,-0.0139 +3.5,0.337,0.4209,0.0082,-0.0082,0.0143,-0.0143 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table3.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table3.csv new file mode 100644 index 0000000000..4645145514 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table3.csv @@ -0,0 +1,22 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t3 +#: name: Table 3 +#: description: Corrected F2P measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table3.yaml +#: keyword reactions: MUON P --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: keyword cmenergies: 21.677 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON P --> MUON X +#: SQRT(S) [GeV],21.677 +#: X,0.0125 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +0.75,0.246,0.26,0.006,-0.006,0.0051,-0.0051 +1.25,0.246,0.3031,0.0035,-0.0035,0.0066,-0.0066 +1.75,0.246,0.3303,0.005,-0.005,0.0084,-0.0084 +2.5,0.246,0.3729,0.0051,-0.0051,0.0117,-0.0117 +3.5,0.246,0.3992,0.0059,-0.0059,0.012,-0.012 +4.5,0.246,0.4164,0.0064,-0.0064,0.0143,-0.0143 +5.5,0.246,0.4548,0.0114,-0.0114,0.0178,-0.0178 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table4.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table4.csv new file mode 100644 index 0000000000..05b7400e9b --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table4.csv @@ -0,0 +1,22 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t4 +#: name: Table 4 +#: description: Corrected F2P measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table4.yaml +#: keyword reactions: MUON P --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: keyword cmenergies: 21.677 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON P --> MUON X +#: SQRT(S) [GeV],21.677 +#: X,0.0175 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +1.25,0.19,0.2976,0.0047,-0.0047,0.0045,-0.0045 +1.75,0.19,0.3299,0.0045,-0.0045,0.0063,-0.0063 +2.5,0.19,0.3576,0.0047,-0.0047,0.0084,-0.0084 +3.5,0.19,0.3808,0.0068,-0.0068,0.0105,-0.0105 +4.5,0.19,0.4129,0.0076,-0.0076,0.0118,-0.0118 +5.5,0.19,0.4206,0.0104,-0.0104,0.0138,-0.0138 +7.0,0.19,0.4287,0.0073,-0.0073,0.0152,-0.0152 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table5.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table5.csv new file mode 100644 index 0000000000..edf8fb7a3f --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table5.csv @@ -0,0 +1,24 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t5 +#: name: Table 5 +#: description: Corrected F2P measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table5.yaml +#: keyword reactions: MUON P --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: keyword cmenergies: 21.677 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON P --> MUON X +#: SQRT(S) [GeV],21.677 +#: X,0.025 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +1.25,0.099,0.3041,0.0056,-0.0056,0.0039,-0.0039 +1.75,0.099,0.3247,0.004,-0.004,0.0042,-0.0042 +2.5,0.099,0.3501,0.0032,-0.0032,0.0054,-0.0054 +3.5,0.099,0.3757,0.0048,-0.0048,0.0089,-0.0089 +4.5,0.099,0.3912,0.0063,-0.0063,0.0098,-0.0098 +5.5,0.099,0.4058,0.0067,-0.0067,0.0106,-0.0106 +7.0,0.099,0.4176,0.0062,-0.0062,0.0111,-0.0111 +9.0,0.099,0.4458,0.0064,-0.0064,0.0137,-0.0137 +11.5,0.099,0.4835,0.012,-0.012,0.0173,-0.0173 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table6.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table6.csv new file mode 100644 index 0000000000..8faaf25648 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table6.csv @@ -0,0 +1,25 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t6 +#: name: Table 6 +#: description: Corrected F2P measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table6.yaml +#: keyword reactions: MUON P --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: keyword cmenergies: 21.677 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON P --> MUON X +#: SQRT(S) [GeV],21.677 +#: X,0.035 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +1.25,0.108,0.3061,0.0084,-0.0084,0.0044,-0.0044 +1.75,0.108,0.3305,0.0059,-0.0059,0.0037,-0.0037 +2.5,0.108,0.3578,0.004,-0.004,0.0043,-0.0043 +3.5,0.108,0.3783,0.0052,-0.0052,0.0059,-0.0059 +4.5,0.108,0.3978,0.0066,-0.0066,0.0091,-0.0091 +5.5,0.108,0.3947,0.0078,-0.0078,0.0089,-0.0089 +7.0,0.108,0.413,0.0068,-0.0068,0.0094,-0.0094 +9.0,0.108,0.4164,0.0071,-0.0071,0.0095,-0.0095 +11.5,0.108,0.4406,0.0063,-0.0063,0.0123,-0.0123 +15.0,0.108,0.4643,0.011,-0.011,0.016,-0.016 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table7.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table7.csv new file mode 100644 index 0000000000..fb6ce69790 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table7.csv @@ -0,0 +1,26 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t7 +#: name: Table 7 +#: description: Corrected F2P measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table7.yaml +#: keyword reactions: MUON P --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: keyword cmenergies: 21.677 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON P --> MUON X +#: SQRT(S) [GeV],21.677 +#: X,0.05 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +1.25,0.117,0.3309,0.0098,-0.0098,0.0071,-0.0071 +1.75,0.117,0.3314,0.0058,-0.0058,0.0051,-0.0051 +2.5,0.117,0.3448,0.0036,-0.0036,0.004,-0.004 +3.5,0.117,0.3695,0.0041,-0.0041,0.0047,-0.0047 +4.5,0.117,0.3747,0.0056,-0.0056,0.0054,-0.0054 +5.5,0.117,0.3831,0.0063,-0.0063,0.0071,-0.0071 +7.0,0.117,0.3926,0.0053,-0.0053,0.0078,-0.0078 +9.0,0.117,0.3974,0.0059,-0.0059,0.0074,-0.0074 +11.5,0.117,0.4254,0.0053,-0.0053,0.0083,-0.0083 +15.0,0.117,0.4314,0.0053,-0.0053,0.0106,-0.0106 +20.0,0.117,0.464,0.0082,-0.0082,0.0147,-0.0147 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table8.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table8.csv new file mode 100644 index 0000000000..e493868d13 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table8.csv @@ -0,0 +1,27 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t8 +#: name: Table 8 +#: description: Corrected F2P measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table8.yaml +#: keyword reactions: MUON P --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: keyword cmenergies: 21.677 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON P --> MUON X +#: SQRT(S) [GeV],21.677 +#: X,0.07 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +1.25,0.113,0.314,0.0139,-0.0139,0.0088,-0.0088 +1.75,0.113,0.3444,0.0084,-0.0084,0.007,-0.007 +2.5,0.113,0.3494,0.0049,-0.0049,0.0054,-0.0054 +3.5,0.113,0.3754,0.0052,-0.0052,0.0046,-0.0046 +4.5,0.113,0.3704,0.0062,-0.0062,0.0048,-0.0048 +5.5,0.113,0.3793,0.0082,-0.0082,0.0048,-0.0048 +7.0,0.113,0.3915,0.0076,-0.0076,0.0067,-0.0067 +9.0,0.113,0.3962,0.0078,-0.0078,0.0073,-0.0073 +11.5,0.113,0.4143,0.0068,-0.0068,0.0069,-0.0069 +15.0,0.113,0.4095,0.006,-0.006,0.0072,-0.0072 +20.0,0.113,0.4274,0.0061,-0.0061,0.0098,-0.0098 +27.0,0.113,0.479,0.014,-0.014,0.0155,-0.0155 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table9.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table9.csv new file mode 100644 index 0000000000..ecd0e89200 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table9.csv @@ -0,0 +1,27 @@ +#: table_doi: 10.17182/hepdata.32752.v1/t9 +#: name: Table 9 +#: description: Corrected F2P measurements averaged over all energies. Data are the statistically weighted averages given at the centre of each bin. + +#: data_file: Table9.yaml +#: keyword reactions: MUON P --> MUON X +#: keyword observables: F2 +#: keyword phrases: Inclusive | Structure Function | Muon production | Deep Inelastic Scattering +#: keyword cmenergies: 21.677 +#: PLAB [GEV],90 + 120 + 200 + 280 +#: RE,MUON P --> MUON X +#: SQRT(S) [GeV],21.677 +#: X,0.09 +Q**2 [GEV**2],SIG(L)/SIG(T),F2,stat +,stat -,sys +,sys - +1.25,0.096,0.3376,0.021,-0.021,0.0109,-0.0109 +1.75,0.096,0.3394,0.0107,-0.0107,0.0088,-0.0088 +2.5,0.096,0.3635,0.0064,-0.0064,0.0068,-0.0068 +3.5,0.096,0.3609,0.006,-0.006,0.0054,-0.0054 +4.5,0.096,0.3699,0.0074,-0.0074,0.0047,-0.0047 +5.5,0.096,0.3712,0.009,-0.009,0.0049,-0.0049 +7.0,0.096,0.3908,0.0089,-0.0089,0.0054,-0.0054 +9.0,0.096,0.3688,0.0099,-0.0099,0.0075,-0.0075 +11.5,0.096,0.3968,0.0079,-0.0079,0.0071,-0.0071 +15.0,0.096,0.4025,0.0072,-0.0072,0.0072,-0.0072 +20.0,0.096,0.4007,0.0064,-0.0064,0.0083,-0.0083 +27.0,0.096,0.408,0.0084,-0.0084,0.0108,-0.0108 + diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/uncertainties.yaml b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/uncertainties.yaml new file mode 100644 index 0000000000..eb178f5ef5 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/uncertainties.yaml @@ -0,0 +1,326 @@ +definitions: + stat: + description: statistical uncertainty + treatment: ADD + type: UNCORR + sys: + description: systematical uncertainty + treatment: MULT + type: CORR +bins: +- stat: 0.0099 + sys: 0.0134 +- stat: 0.0053 + sys: 0.0152 +- stat: 0.007 + sys: 0.0149 +- stat: 0.0162 + sys: 0.0158 +- stat: 0.0033 + sys: 0.0078 +- stat: 0.005 + sys: 0.0102 +- stat: 0.0062 + sys: 0.0127 +- stat: 0.005 + sys: 0.0139 +- stat: 0.0082 + sys: 0.0143 +- stat: 0.006 + sys: 0.0051 +- stat: 0.0035 + sys: 0.0066 +- stat: 0.005 + sys: 0.0084 +- stat: 0.0051 + sys: 0.0117 +- stat: 0.0059 + sys: 0.012 +- stat: 0.0064 + sys: 0.0143 +- stat: 0.0114 + sys: 0.0178 +- stat: 0.0047 + sys: 0.0045 +- stat: 0.0045 + sys: 0.0063 +- stat: 0.0047 + sys: 0.0084 +- stat: 0.0068 + sys: 0.0105 +- stat: 0.0076 + sys: 0.0118 +- stat: 0.0104 + sys: 0.0138 +- stat: 0.0073 + sys: 0.0152 +- stat: 0.0056 + sys: 0.0039 +- stat: 0.004 + sys: 0.0042 +- stat: 0.0032 + sys: 0.0054 +- stat: 0.0048 + sys: 0.0089 +- stat: 0.0063 + sys: 0.0098 +- stat: 0.0067 + sys: 0.0106 +- stat: 0.0062 + sys: 0.0111 +- stat: 0.0064 + sys: 0.0137 +- stat: 0.012 + sys: 0.0173 +- stat: 0.0084 + sys: 0.0044 +- stat: 0.0059 + sys: 0.0037 +- stat: 0.004 + sys: 0.0043 +- stat: 0.0052 + sys: 0.0059 +- stat: 0.0066 + sys: 0.0091 +- stat: 0.0078 + sys: 0.0089 +- stat: 0.0068 + sys: 0.0094 +- stat: 0.0071 + sys: 0.0095 +- stat: 0.0063 + sys: 0.0123 +- stat: 0.011 + sys: 0.016 +- stat: 0.0098 + sys: 0.0071 +- stat: 0.0058 + sys: 0.0051 +- stat: 0.0036 + sys: 0.004 +- stat: 0.0041 + sys: 0.0047 +- stat: 0.0056 + sys: 0.0054 +- stat: 0.0063 + sys: 0.0071 +- stat: 0.0053 + sys: 0.0078 +- stat: 0.0059 + sys: 0.0074 +- stat: 0.0053 + sys: 0.0083 +- stat: 0.0053 + sys: 0.0106 +- stat: 0.0082 + sys: 0.0147 +- stat: 0.0139 + sys: 0.0088 +- stat: 0.0084 + sys: 0.007 +- stat: 0.0049 + sys: 0.0054 +- stat: 0.0052 + sys: 0.0046 +- stat: 0.0062 + sys: 0.0048 +- stat: 0.0082 + sys: 0.0048 +- stat: 0.0076 + sys: 0.0067 +- stat: 0.0078 + sys: 0.0073 +- stat: 0.0068 + sys: 0.0069 +- stat: 0.006 + sys: 0.0072 +- stat: 0.0061 + sys: 0.0098 +- stat: 0.014 + sys: 0.0155 +- stat: 0.021 + sys: 0.0109 +- stat: 0.0107 + sys: 0.0088 +- stat: 0.0064 + sys: 0.0068 +- stat: 0.006 + sys: 0.0054 +- stat: 0.0074 + sys: 0.0047 +- stat: 0.009 + sys: 0.0049 +- stat: 0.0089 + sys: 0.0054 +- stat: 0.0099 + sys: 0.0075 +- stat: 0.0079 + sys: 0.0071 +- stat: 0.0072 + sys: 0.0072 +- stat: 0.0064 + sys: 0.0083 +- stat: 0.0084 + sys: 0.0108 +- stat: 0.0133 + sys: 0.0105 +- stat: 0.0076 + sys: 0.008 +- stat: 0.0074 + sys: 0.0062 +- stat: 0.0082 + sys: 0.0053 +- stat: 0.01 + sys: 0.0045 +- stat: 0.009 + sys: 0.0051 +- stat: 0.0128 + sys: 0.0066 +- stat: 0.0092 + sys: 0.0068 +- stat: 0.0082 + sys: 0.0072 +- stat: 0.0071 + sys: 0.0079 +- stat: 0.0078 + sys: 0.0091 +- stat: 0.017 + sys: 0.0131 +- stat: 0.022 + sys: 0.0138 +- stat: 0.0071 + sys: 0.0101 +- stat: 0.0063 + sys: 0.0073 +- stat: 0.0064 + sys: 0.0057 +- stat: 0.0076 + sys: 0.005 +- stat: 0.007 + sys: 0.0051 +- stat: 0.0114 + sys: 0.006 +- stat: 0.0092 + sys: 0.0068 +- stat: 0.0067 + sys: 0.0074 +- stat: 0.0054 + sys: 0.0078 +- stat: 0.0059 + sys: 0.009 +- stat: 0.01 + sys: 0.0103 +- stat: 0.0109 + sys: 0.0114 +- stat: 0.0074 + sys: 0.0082 +- stat: 0.0079 + sys: 0.0071 +- stat: 0.0084 + sys: 0.0055 +- stat: 0.0078 + sys: 0.0053 +- stat: 0.0119 + sys: 0.0056 +- stat: 0.0111 + sys: 0.0062 +- stat: 0.0081 + sys: 0.0069 +- stat: 0.0062 + sys: 0.0073 +- stat: 0.0063 + sys: 0.0081 +- stat: 0.0083 + sys: 0.0096 +- stat: 0.0157 + sys: 0.0114 +- stat: 0.0315 + sys: 0.0101 +- stat: 0.0087 + sys: 0.0082 +- stat: 0.0078 + sys: 0.0065 +- stat: 0.009 + sys: 0.0058 +- stat: 0.0078 + sys: 0.0048 +- stat: 0.0104 + sys: 0.0049 +- stat: 0.0112 + sys: 0.0063 +- stat: 0.0081 + sys: 0.0064 +- stat: 0.0059 + sys: 0.0065 +- stat: 0.0061 + sys: 0.0072 +- stat: 0.0071 + sys: 0.0076 +- stat: 0.0121 + sys: 0.0089 +- stat: 0.0147 + sys: 0.0076 +- stat: 0.0101 + sys: 0.006 +- stat: 0.0101 + sys: 0.0051 +- stat: 0.0086 + sys: 0.0049 +- stat: 0.0125 + sys: 0.0047 +- stat: 0.0113 + sys: 0.005 +- stat: 0.0111 + sys: 0.0055 +- stat: 0.0066 + sys: 0.0058 +- stat: 0.0061 + sys: 0.0056 +- stat: 0.0073 + sys: 0.0064 +- stat: 0.0113 + sys: 0.0068 +- stat: 0.0289 + sys: 0.0055 +- stat: 0.0116 + sys: 0.0127 +- stat: 0.0093 + sys: 0.0092 +- stat: 0.0073 + sys: 0.0063 +- stat: 0.0088 + sys: 0.0055 +- stat: 0.0118 + sys: 0.0048 +- stat: 0.0081 + sys: 0.0045 +- stat: 0.0058 + sys: 0.0045 +- stat: 0.0044 + sys: 0.0046 +- stat: 0.0048 + sys: 0.0054 +- stat: 0.0065 + sys: 0.0061 +- stat: 0.0192 + sys: 0.0074 +- stat: 0.0158 + sys: 0.0182 +- stat: 0.0077 + sys: 0.0161 +- stat: 0.0063 + sys: 0.0107 +- stat: 0.0081 + sys: 0.0085 +- stat: 0.0101 + sys: 0.0055 +- stat: 0.0059 + sys: 0.005 +- stat: 0.0035 + sys: 0.0051 +- stat: 0.0028 + sys: 0.0049 +- stat: 0.0034 + sys: 0.0049 +- stat: 0.0088 + sys: 0.0057 From 7124d22812fff2d5cc9d600c4ba84e7ee6923e91 Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Thu, 17 Oct 2024 14:33:20 +0200 Subject: [PATCH 14/32] minor on fks names --- .../commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/metadata.yaml | 2 +- .../commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml | 2 +- .../commondata/NMC_NC_NOTFIXED_D_HEPDATA/metadata.yaml | 2 +- .../nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/filter.py | 2 +- .../commondata/NMC_NC_NOTFIXED_P_HEPDATA/metadata.yaml | 2 +- 5 files changed, 5 insertions(+), 5 deletions(-) diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/metadata.yaml index 4822a072c1..69301edd60 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/metadata.yaml @@ -57,7 +57,7 @@ implemented_observables: conversion_factor: 1.0 operation: 'NULL' FK_tables: - - - BCDMS_NC_HEPDATA_D_F2 + - - BCDMS_NC_D_HEPDATA_F2 variants: rzero: data_uncertainties: diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml index 3e670be6e5..145bcbb02b 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml @@ -63,7 +63,7 @@ implemented_observables: conversion_factor: 1.0 operation: 'NULL' FK_tables: - - - BCDMS_NC_HEPDATA_P_F2 + - - BCDMS_NC_EM_P_HEPDATA_F2 variants: rzero: data_uncertainties: diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/metadata.yaml index eb17611fe1..4c66c9234e 100644 --- a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/metadata.yaml @@ -54,7 +54,7 @@ implemented_observables: conversion_factor: 1.0 operation: 'NULL' FK_tables: - - - NMC_NC_HEPDATA_D_F2 + - - NMC_NC_D_HEPDATA_F2 data_uncertainties: - uncertainties.yaml data_central: data.yaml \ No newline at end of file diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/filter.py b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/filter.py index cda726c28f..56ac729316 100644 --- a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/filter.py @@ -14,7 +14,7 @@ def read_tables(store_path, header_line): """Parse Tables.""" dfs = pd.DataFrame() - for file in sorted(store_path.iterdir()): + for file in store_path.iterdir(): with open(file, "r", encoding="utf-8") as f: lines = f.readlines() df = pd.DataFrame( diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/metadata.yaml index dd7efcdf3e..d2a79d7a62 100644 --- a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/metadata.yaml @@ -54,7 +54,7 @@ implemented_observables: conversion_factor: 1.0 operation: 'NULL' FK_tables: - - - NMC_NC_HEPDATA_P_F2 + - - NMC_NC_P_HEPDATA_F2 data_uncertainties: - uncertainties.yaml data_central: data.yaml \ No newline at end of file From 792ee553945f1c2101e65af72d31f059fa627daf Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Tue, 22 Oct 2024 15:48:21 +0200 Subject: [PATCH 15/32] add hepdata source for chorus --- ...a_legacy_NB-SIGMARED.yaml => data_nb.yaml} | 0 ...a_legacy_NU-SIGMARED.yaml => data_nu.yaml} | 0 .../CHORUS_CC_NOTFIXED_PB/filter.py | 145 + .../CHORUS_CC_NOTFIXED_PB/kinematics.yaml | 7285 +++++++++++++++++ .../CHORUS_CC_NOTFIXED_PB/metadata.yaml | 100 +- .../rawdata/Table100.csv | 33 + .../rawdata/Table101.csv | 33 + .../rawdata/Table102.csv | 33 + .../rawdata/Table103.csv | 33 + .../rawdata/Table104.csv | 33 + .../rawdata/Table105.csv | 33 + .../rawdata/Table106.csv | 33 + .../rawdata/Table107.csv | 33 + .../rawdata/Table108.csv | 33 + .../rawdata/Table109.csv | 33 + .../rawdata/Table110.csv | 33 + .../rawdata/Table111.csv | 29 + .../rawdata/Table112.csv | 29 + .../rawdata/Table113.csv | 29 + .../rawdata/Table114.csv | 29 + .../rawdata/Table115.csv | 29 + .../rawdata/Table116.csv | 29 + .../rawdata/Table117.csv | 29 + .../rawdata/Table118.csv | 29 + .../rawdata/Table119.csv | 29 + .../rawdata/Table120.csv | 29 + .../rawdata/Table121.csv | 29 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table23.csv | 31 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table24.csv | 31 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table25.csv | 31 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table26.csv | 31 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table27.csv | 31 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table28.csv | 31 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table29.csv | 31 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table30.csv | 29 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table31.csv | 29 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table32.csv | 27 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table33.csv | 27 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table34.csv | 33 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table35.csv | 33 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table36.csv | 33 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table37.csv | 33 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table38.csv | 33 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table39.csv | 33 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table40.csv | 33 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table41.csv | 33 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table42.csv | 31 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table43.csv | 31 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table44.csv | 31 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table45.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table46.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table47.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table48.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table49.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table50.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table51.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table52.csv | 33 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table53.csv | 33 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table54.csv | 33 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table55.csv | 31 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table56.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table57.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table58.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table59.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table60.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table61.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table62.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table63.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table64.csv | 33 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table65.csv | 33 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table66.csv | 33 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table67.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table68.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table69.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table70.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table71.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table72.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table73.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table74.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table75.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table76.csv | 33 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table77.csv | 33 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table78.csv | 37 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table79.csv | 37 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table80.csv | 37 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table81.csv | 37 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table82.csv | 37 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table83.csv | 37 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table84.csv | 37 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table85.csv | 37 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table86.csv | 37 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table87.csv | 37 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table88.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table89.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table90.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table91.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table92.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table93.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table94.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table95.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table96.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table97.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table98.csv | 35 + .../CHORUS_CC_NOTFIXED_PB/rawdata/Table99.csv | 35 + .../uncertainties_nb_hepdata.yaml | 1224 +++ .../uncertainties_nu_hepdata.yaml | 1224 +++ 106 files changed, 13223 insertions(+), 48 deletions(-) rename nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/{data_legacy_NB-SIGMARED.yaml => data_nb.yaml} (100%) rename nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/{data_legacy_NU-SIGMARED.yaml => data_nu.yaml} (100%) create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/filter.py create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/kinematics.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table100.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table101.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table102.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table103.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table104.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table105.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table106.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table107.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table108.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table109.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table110.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table111.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table112.csv create mode 100644 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nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table84.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table85.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table86.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table87.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table88.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table89.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table90.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table91.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table92.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table93.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table94.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table95.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table96.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table97.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table98.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table99.csv create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/uncertainties_nb_hepdata.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/uncertainties_nu_hepdata.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/data_legacy_NB-SIGMARED.yaml b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/data_nb.yaml similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/data_legacy_NB-SIGMARED.yaml rename to nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/data_nb.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/data_legacy_NU-SIGMARED.yaml b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/data_nu.yaml similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/data_legacy_NU-SIGMARED.yaml rename to nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/data_nu.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/filter.py b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/filter.py new file mode 100644 index 0000000000..8ad7679bb6 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/filter.py @@ -0,0 +1,145 @@ +r"""Implement data form Hepdata reference, data from Fig 4,5. +The last points for (nu and nb) for Table121 have been copied manually from the +legacy version of the dataset, as they are not present in the original Hepdata tables. +""" + +import pathlib + +import pandas as pd +import yaml + +HERE = pathlib.Path(__file__).parent + +# Nucleon Mass determined using scikithep/particle for Pb208 in GeV +M_NEUTRON = 939.565346 * 0.001 +M_PROTON = 938.272013 * 0.001 +A = 208 # A(Pb): Atomic Mass +Z = 82 # Z(Pb): Atomic Number +MN = 193.729 / (Z * M_PROTON + (A - Z) * M_NEUTRON) + +# Normalization factor, to match old implementation +NORM_FACT = 10 + + +def read_tables(): + """Parse Tables.""" + dfs_nu = pd.DataFrame() + dfs_nub = pd.DataFrame() + columns = [ + "y", + "sigma", + "stat+", + "stat-", + "sys+", + "sys-", + ] + + # here we want to keep the same ordering as + # the hepdata tables + for tab_idx in range(23, 122): + file = HERE / "rawdata" / f"Table{tab_idx}.csv" + with open(file, "r", encoding="utf-8") as f: + # skip intro + lines = f.readlines()[9:] + # determine df size + size = int((len(lines) - 2) / 2) + + # read values + df_nu = pd.DataFrame([l.split(",") for l in lines[5:size]], columns=columns) + df_nub = pd.DataFrame( + [l.split(",") for l in lines[size + 6 : -1]], columns=columns + ) + df_nu["x"] = float(lines[3].split(",")[1]) + df_nub["x"] = float(lines[size + 4].split(",")[1]) + df_nu["E"] = float(lines[0].split(",")[1]) + df_nub["E"] = float(lines[size + 1].split(",")[1]) + + dfs_nu = ( + pd.concat([dfs_nu, df_nu], ignore_index=True) + if not dfs_nu.empty + else df_nu + ) + dfs_nub = ( + pd.concat([dfs_nub, df_nub], ignore_index=True) + if not dfs_nub.empty + else df_nub + ) + + dfs_nu = dfs_nu.astype(float) + dfs_nub = dfs_nub.astype(float) + + # compute Q2 + dfs_nu["Q2"] = 2 * MN * dfs_nu.x * dfs_nu.y * dfs_nu.E + dfs_nub["Q2"] = 2 * MN * dfs_nub.x * dfs_nub.y * dfs_nub.E + + return dfs_nu, dfs_nub + + +def write_files(df, variant): + """Write kinematics, central value and uncertainties files.""" + + # Write central data + data_central_yaml = { + "data_central": [round(float(x), 4) for x in df["sigma"] / NORM_FACT] + } + with open(HERE / f"data_{variant}.yaml", "w", encoding="utf-8") as file: + yaml.dump(data_central_yaml, file) + + # Write kin file + kin = [] + for _, row in df.iterrows(): + kin_value = { + "x": { + "min": None, + "mid": float(row.x), + "max": None, + }, + "Q2": { + "min": None, + "mid": float(row.Q2), + "max": None, + }, + "y": { + "min": None, + "mid": float(row.y), + "max": None, + }, + } + kin.append(kin_value) + kinematics_yaml = {"bins": kin} + # note kinematics is the same for nu and nb + with open(HERE / "kinematics.yaml", "w", encoding="utf-8") as file: + yaml.dump(kinematics_yaml, file, sort_keys=False) + + # loop on data points + error_definition = { + "stat": { + "description": "statistical uncertainty", + "treatment": "ADD", + "type": "UNCORR", + }, + "sys": { + "description": "systematical uncertainty", + "treatment": "MULT", + "type": "CORR", + }, + } + error = [] + for _, row in df.iterrows(): + e = { + "stat": float(row["stat+"]) / NORM_FACT, + "sys": float(row["sys+"]) / NORM_FACT, + } + error.append(e) + + uncertainties_yaml = {"definitions": error_definition, "bins": error} + with open( + HERE / f"uncertainties_{variant}_hepdata.yaml", "w", encoding="utf-8" + ) as file: + yaml.dump(uncertainties_yaml, file, sort_keys=False) + + +if __name__ == "__main__": + dfs_nu, dfs_nub = read_tables() + write_files(dfs_nu, "nu") + write_files(dfs_nub, "nb") diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/kinematics.yaml b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/kinematics.yaml new file mode 100644 index 0000000000..0d0dd4f25f --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/kinematics.yaml @@ -0,0 +1,7285 @@ +bins: +- x: + min: null + mid: 0.02 + max: null + Q2: + min: null + mid: 0.2975509270317502 + max: null + y: + min: null + mid: 0.3 + max: null +- x: + min: null + mid: 0.02 + max: null + Q2: + min: null + mid: 0.396734569375667 + max: null + y: + min: null 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+ max: null +- x: + min: null + mid: 0.45 + max: null + Q2: + min: null + mid: 30.35019455723852 + max: null + y: + min: null + mid: 0.2 + max: null +- x: + min: null + mid: 0.45 + max: null + Q2: + min: null + mid: 45.52529183585778 + max: null + y: + min: null + mid: 0.3 + max: null +- x: + min: null + mid: 0.45 + max: null + Q2: + min: null + mid: 60.70038911447704 + max: null + y: + min: null + mid: 0.4 + max: null +- x: + min: null + mid: 0.55 + max: null + Q2: + min: null + mid: 18.547341118312435 + max: null + y: + min: null + mid: 0.1 + max: null +- x: + min: null + mid: 0.55 + max: null + Q2: + min: null + mid: 37.09468223662487 + max: null + y: + min: null + mid: 0.2 + max: null +- x: + min: null + mid: 0.55 + max: null + Q2: + min: null + mid: 55.64202335493729 + max: null + y: + min: null + mid: 0.3 + max: null +- x: + min: null + mid: 0.55 + max: null + Q2: + min: null + mid: 74.18936447324974 + max: null + y: + min: null + mid: 0.4 + max: null +- x: + min: null + mid: 0.65 + max: null + Q2: + min: null + mid: 21.9195849580056 + max: null + y: + min: null + mid: 0.1 + max: null +- x: + min: null + mid: 0.65 + max: null + Q2: + min: null + mid: 43.8391699160112 + max: null + y: + min: null + mid: 0.2 + max: null +- x: + min: null + mid: 0.65 + max: null + Q2: + min: null + mid: 65.7587548740168 + max: null + y: + min: null + mid: 0.3 + max: null +- x: + min: null + mid: 0.65 + max: null + Q2: + min: null + mid: 87.6783398320224 + max: null + y: + min: null + mid: 0.4 + max: null diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/metadata.yaml index 0fc349ebf3..5aae9dcd84 100644 --- a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/metadata.yaml @@ -1,25 +1,25 @@ setname: CHORUS_CC_NOTFIXED_PB -version: 1 -version_comment: Port of old commondata +version: 2 +version_comment: Port of old commondata and Hepdata implementation nnpdf_metadata: nnpdf31_process: DIS CC experiment: CHORUS arXiv: - url: https://arxiv.org/abs/ + url: https://cds.cern.ch/record/906644 journal: Phys. Lett. B632 (2006) 65 iNSPIRE: - url: '' + url: https://inspirehep.net/literature/699123 hepdata: - url: 10.17182/hepdata.6187.v1 - version: -1 + url: https://www.hepdata.net/record/ins699123 + version: 1 implemented_observables: - observable_name: NB-SIGMARED observable: - description: Deep Inelastic Scattering + description: Deep Inelastic Scattering reduced cross-section antineutrino-nucleon label: CHORUS $\sigma_{CC}^{\bar{\nu}}$ units: '' process_type: DIS_SNB - tables: [] + tables: [23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121] npoints: [] ndata: 607 plotting: @@ -28,35 +28,34 @@ implemented_observables: dataset_label: CHORUS $\sigma_{CC}^{\bar{\nu}}$ y_label: $10^{i}\sigma_{CC}^{\bar{\nu}}(x,Q^2)$ result_transform: qbindis - data_reference: Onengut:2005kv y_scale: symlog line_by: - - k1 + - x normalize: y_scale: linear line_by: [] figure_by: - - k1 - plot_x: k2 + - x + plot_x: Q2 kinematic_coverage: - - k1 - - k2 - - k3 + - x + - Q2 + - y kinematics: variables: - k1: - description: Variable k1 - label: k1 + x: + description: Bjorken x + label: $x$ units: '' - k2: - description: Variable k2 - label: k2 + Q2: + description: Momentum transfer + label: '$Q^2$' + units: '$GeV^2$' + y: + description: inelasticity + label: $y$ units: '' - k3: - description: Variable k3 - label: k3 - units: '' - file: kinematics_NB-SIGMARED.yaml + file: kinematics.yaml theory: conversion_factor: 1.0 operation: 'NULL' @@ -67,15 +66,18 @@ implemented_observables: legacy: data_uncertainties: - uncertainties_legacy_NB-SIGMARED.yaml - data_central: data_legacy_NB-SIGMARED.yaml + hepdata: + data_uncertainties: + - uncertainties_nb_hepdata.yaml + data_central: data_nb.yaml ported_from: CHORUSNB - observable_name: NU-SIGMARED observable: - description: Deep Inelastic Scattering + description: Deep Inelastic Scattering reduced cross-section neutrino-nucleon label: CHORUS $\sigma_{CC}^{\nu}$ units: '' process_type: DIS_SNU - tables: [] + tables: [23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121] npoints: [] ndata: 607 plotting: @@ -84,35 +86,34 @@ implemented_observables: dataset_label: CHORUS $\sigma_{CC}^{\nu}$ y_label: $10^{i}\sigma_{CC}^{\nu}(x,Q^2)$ result_transform: qbindis - data_reference: Onengut:2005kv y_scale: symlog line_by: - - k1 + - x normalize: y_scale: linear line_by: [] figure_by: - - k1 - plot_x: k2 + - x + plot_x: Q2 kinematic_coverage: - - k1 - - k2 - - k3 + - x + - Q2 + - y kinematics: variables: - k1: - description: Variable k1 - label: k1 + x: + description: Bjorken x + label: $x$ units: '' - k2: - description: Variable k2 - label: k2 + Q2: + description: Momentum transfer + label: '$Q^2$' + units: '$GeV^2$' + y: + description: inelasticity + label: $y$ units: '' - k3: - description: Variable k3 - label: k3 - units: '' - file: kinematics_NU-SIGMARED.yaml + file: kinematics.yaml theory: conversion_factor: 1.0 operation: 'NULL' @@ -123,5 +124,8 @@ implemented_observables: legacy: data_uncertainties: - uncertainties_legacy_NU-SIGMARED.yaml - data_central: data_legacy_NU-SIGMARED.yaml + hepdata: + data_uncertainties: + - uncertainties_nu_hepdata.yaml + data_central: data_nu.yaml ported_from: CHORUSNU diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table100.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table100.csv new file mode 100644 index 0000000000..d3bb38d15b --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table100.csv @@ -0,0 +1,33 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t100 +#: name: Table 100 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 130.0 GeV and X =0.020. + +#: data_file: Table100.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 15.645 +#: E(P=1) [GeV],130.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],15.645 +#: X,0.02 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,17.556,1.419,-1.419,0.595,-0.595 +0.2,17.305,1.369,-1.369,0.797,-0.797 +0.3,20.332,1.442,-1.442,0.903,-0.903 +0.4,15.965,1.239,-1.239,1.144,-1.144 +0.5,16.12,1.241,-1.241,1.095,-1.095 +0.6,13.343,1.094,-1.094,1.29,-1.29 + +#: E(P=1) [GeV],130.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],15.645 +#: X,0.02 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,14.527,3.288,-3.288,1.139,-1.139 +0.2,10.571,2.702,-2.702,0.585,-0.585 +0.3,17.163,3.37,-3.37,0.806,-0.806 +0.4,11.39,2.618,-2.618,0.759,-0.759 +0.5,8.735,2.31,-2.31,0.869,-0.869 +0.6,14.381,3.116,-3.116,2.266,-2.266 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table101.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table101.csv new file mode 100644 index 0000000000..ccfe68edf3 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table101.csv @@ -0,0 +1,33 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t101 +#: name: Table 101 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 130.0 GeV and X =0.045. + +#: data_file: Table101.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 15.645 +#: E(P=1) [GeV],130.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],15.645 +#: X,0.045 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,17.279,1.126,-1.126,0.881,-0.881 +0.2,24.395,1.355,-1.355,1.117,-1.117 +0.3,22.166,1.233,-1.233,1.042,-1.042 +0.4,20.26,1.146,-1.146,1.276,-1.276 +0.5,18.861,1.119,-1.119,1.359,-1.359 +0.6,17.877,1.061,-1.061,1.446,-1.446 + +#: E(P=1) [GeV],130.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],15.645 +#: X,0.045 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,16.468,2.747,-2.747,1.008,-1.008 +0.2,22.794,3.231,-3.231,1.499,-1.499 +0.3,16.47,2.677,-2.677,0.473,-0.473 +0.4,11.192,2.077,-2.077,0.892,-0.892 +0.5,12.749,2.279,-2.279,1.286,-1.286 +0.6,9.294,1.919,-1.919,0.889,-0.889 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table102.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table102.csv new file mode 100644 index 0000000000..bda6bc95e0 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table102.csv @@ -0,0 +1,33 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t102 +#: name: Table 102 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 130.0 GeV and X =0.080. + +#: data_file: Table102.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 15.645 +#: E(P=1) [GeV],130.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],15.645 +#: X,0.08 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,23.698,1.193,-1.193,1.093,-1.093 +0.2,21.846,1.117,-1.117,0.685,-0.685 +0.3,20.861,1.025,-1.025,0.915,-0.915 +0.4,19.62,0.995,-0.995,1.091,-1.091 +0.5,20.781,1.022,-1.022,1.53,-1.53 +0.6,18.275,0.944,-0.944,1.498,-1.498 + +#: E(P=1) [GeV],130.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],15.645 +#: X,0.08 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,15.086,2.322,-2.322,1.055,-1.055 +0.2,13.228,2.08,-2.08,0.842,-0.842 +0.3,11.974,1.929,-1.929,0.528,-0.528 +0.4,9.463,1.671,-1.671,0.638,-0.638 +0.5,11.756,2.008,-2.008,1.055,-1.055 +0.6,8.985,1.73,-1.73,0.916,-0.916 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table103.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table103.csv new file mode 100644 index 0000000000..b55ccc80a3 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table103.csv @@ -0,0 +1,33 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t103 +#: name: Table 103 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 130.0 GeV and X =0.125. + +#: data_file: Table103.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 15.645 +#: E(P=1) [GeV],130.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],15.645 +#: X,0.125 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,21.018,1.0,-1.0,0.868,-0.868 +0.2,20.706,0.967,-0.967,0.652,-0.652 +0.3,20.384,0.924,-0.924,0.807,-0.807 +0.4,19.776,0.903,-0.903,0.698,-0.698 +0.5,18.255,0.859,-0.859,1.003,-1.003 +0.6,18.88,0.883,-0.883,1.245,-1.245 + +#: E(P=1) [GeV],130.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],15.645 +#: X,0.125 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,19.433,2.395,-2.395,1.217,-1.217 +0.2,14.524,1.998,-1.998,0.865,-0.865 +0.3,14.699,1.888,-1.888,0.687,-0.687 +0.4,11.08,1.662,-1.662,0.604,-0.604 +0.5,9.895,1.636,-1.636,0.876,-0.876 +0.6,6.143,1.203,-1.203,0.33,-0.33 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table104.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table104.csv new file mode 100644 index 0000000000..5c07ddcbd8 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table104.csv @@ -0,0 +1,33 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t104 +#: name: Table 104 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 130.0 GeV and X =0.175. + +#: data_file: Table104.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 15.645 +#: E(P=1) [GeV],130.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],15.645 +#: X,0.175 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,20.234,0.992,-0.992,0.882,-0.882 +0.2,21.246,1.005,-1.005,0.61,-0.61 +0.3,19.711,0.932,-0.932,0.62,-0.62 +0.4,17.987,0.868,-0.868,0.746,-0.746 +0.5,17.516,0.852,-0.852,0.901,-0.901 +0.6,16.151,0.823,-0.823,1.04,-1.04 + +#: E(P=1) [GeV],130.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],15.645 +#: X,0.175 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,14.268,2.019,-2.019,0.538,-0.538 +0.2,12.398,1.778,-1.778,0.802,-0.802 +0.3,10.757,1.627,-1.627,0.535,-0.535 +0.4,7.604,1.339,-1.339,0.505,-0.505 +0.5,7.8,1.388,-1.388,0.761,-0.761 +0.6,5.523,1.232,-1.232,0.73,-0.73 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table105.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table105.csv new file mode 100644 index 0000000000..af7b07c52d --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table105.csv @@ -0,0 +1,33 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t105 +#: name: Table 105 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 130.0 GeV and X =0.225. + +#: data_file: Table105.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 15.645 +#: E(P=1) [GeV],130.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],15.645 +#: X,0.225 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,16.778,0.908,-0.908,0.667,-0.667 +0.2,16.062,0.869,-0.869,0.612,-0.612 +0.3,16.752,0.863,-0.863,0.621,-0.621 +0.4,17.129,0.868,-0.868,0.653,-0.653 +0.5,16.432,0.853,-0.853,0.695,-0.695 +0.6,16.576,0.856,-0.856,1.011,-1.011 + +#: E(P=1) [GeV],130.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],15.645 +#: X,0.225 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,11.728,1.799,-1.799,0.975,-0.975 +0.2,10.995,1.79,-1.79,0.625,-0.625 +0.3,7.917,1.343,-1.343,0.341,-0.341 +0.4,7.467,1.383,-1.383,0.37,-0.37 +0.5,6.294,1.35,-1.35,0.837,-0.837 +0.6,3.442,0.953,-0.953,0.448,-0.448 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table106.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table106.csv new file mode 100644 index 0000000000..6d5d9ce41f --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table106.csv @@ -0,0 +1,33 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t106 +#: name: Table 106 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 130.0 GeV and X =0.275. + +#: data_file: Table106.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 15.645 +#: E(P=1) [GeV],130.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],15.645 +#: X,0.275 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,15.229,0.865,-0.865,1.048,-1.048 +0.2,13.923,0.817,-0.817,0.684,-0.684 +0.3,14.222,0.799,-0.799,0.537,-0.537 +0.4,13.099,0.762,-0.762,0.343,-0.343 +0.5,13.366,0.775,-0.775,0.549,-0.549 +0.6,12.012,0.713,-0.713,0.446,-0.446 + +#: E(P=1) [GeV],130.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],15.645 +#: X,0.275 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,8.643,1.534,-1.534,0.716,-0.716 +0.2,11.72,1.791,-1.791,0.97,-0.97 +0.3,7.282,1.437,-1.437,0.392,-0.392 +0.4,6.397,1.259,-1.259,0.279,-0.279 +0.5,3.665,1.015,-1.015,0.289,-0.289 +0.6,2.792,0.842,-0.842,0.394,-0.394 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table107.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table107.csv new file mode 100644 index 0000000000..ce1b798f9b --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table107.csv @@ -0,0 +1,33 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t107 +#: name: Table 107 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 130.0 GeV and X =0.350. + +#: data_file: Table107.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 15.645 +#: E(P=1) [GeV],130.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],15.645 +#: X,0.35 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,12.162,0.544,-0.544,0.918,-0.918 +0.2,11.14,0.521,-0.521,0.799,-0.799 +0.3,10.246,0.48,-0.48,0.655,-0.655 +0.4,10.513,0.48,-0.48,0.407,-0.407 +0.5,9.678,0.462,-0.462,0.24,-0.24 +0.6,8.963,0.452,-0.452,0.332,-0.332 + +#: E(P=1) [GeV],130.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],15.645 +#: X,0.35 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,7.322,0.981,-0.981,0.77,-0.77 +0.2,6.442,0.909,-0.909,0.305,-0.305 +0.3,4.219,0.721,-0.721,0.282,-0.282 +0.4,4.203,0.71,-0.71,0.227,-0.227 +0.5,2.28,0.543,-0.543,0.185,-0.185 +0.6,1.846,0.48,-0.48,0.082,-0.082 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table108.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table108.csv new file mode 100644 index 0000000000..1cd10b7d05 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table108.csv @@ -0,0 +1,33 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t108 +#: name: Table 108 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 130.0 GeV and X =0.450. + +#: data_file: Table108.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 15.645 +#: E(P=1) [GeV],130.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],15.645 +#: X,0.45 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,7.739,0.412,-0.412,0.897,-0.897 +0.2,6.725,0.384,-0.384,0.705,-0.705 +0.3,6.202,0.368,-0.368,0.58,-0.58 +0.4,5.844,0.347,-0.347,0.39,-0.39 +0.5,5.31,0.336,-0.336,0.209,-0.209 +0.6,5.838,0.362,-0.362,0.343,-0.343 + +#: E(P=1) [GeV],130.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],15.645 +#: X,0.45 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,4.339,0.696,-0.696,0.581,-0.581 +0.2,3.805,0.686,-0.686,0.548,-0.548 +0.3,2.169,0.516,-0.516,0.117,-0.117 +0.4,2.654,0.564,-0.564,0.245,-0.245 +0.5,0.675,0.282,-0.282,0.095,-0.095 +0.6,0.458,0.234,-0.234,0.08,-0.08 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table109.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table109.csv new file mode 100644 index 0000000000..d849a152ab --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table109.csv @@ -0,0 +1,33 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t109 +#: name: Table 109 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 130.0 GeV and X =0.550. + +#: data_file: Table109.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 15.645 +#: E(P=1) [GeV],130.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],15.645 +#: X,0.55 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,4.055,0.275,-0.275,0.622,-0.622 +0.2,3.657,0.262,-0.262,0.494,-0.494 +0.3,3.314,0.243,-0.243,0.299,-0.299 +0.4,3.2,0.246,-0.246,0.254,-0.254 +0.5,3.545,0.264,-0.264,0.279,-0.279 +0.6,2.892,0.242,-0.242,0.158,-0.158 + +#: E(P=1) [GeV],130.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],15.645 +#: X,0.55 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,2.622,0.482,-0.482,0.591,-0.591 +0.2,1.71,0.404,-0.404,0.229,-0.229 +0.3,1.145,0.344,-0.344,0.233,-0.233 +0.4,0.859,0.299,-0.299,0.091,-0.091 +0.5,0.507,0.218,-0.218,0.041,-0.041 +0.6,0.232,0.168,-0.168,0.044,-0.044 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table110.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table110.csv new file mode 100644 index 0000000000..ef8e26796b --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table110.csv @@ -0,0 +1,33 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t110 +#: name: Table 110 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 130.0 GeV and X =0.650. + +#: data_file: Table110.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 15.645 +#: E(P=1) [GeV],130.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],15.645 +#: X,0.65 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,1.761,0.154,-0.154,0.352,-0.352 +0.2,1.638,0.147,-0.147,0.302,-0.302 +0.3,1.622,0.147,-0.147,0.283,-0.283 +0.4,1.461,0.144,-0.144,0.174,-0.174 +0.5,1.267,0.136,-0.136,0.14,-0.14 +0.6,1.041,0.124,-0.124,0.093,-0.093 + +#: E(P=1) [GeV],130.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],15.645 +#: X,0.65 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,1.646,0.339,-0.339,0.317,-0.317 +0.2,0.641,0.197,-0.197,0.073,-0.073 +0.3,0.782,0.241,-0.241,0.135,-0.135 +0.4,0.425,0.184,-0.184,0.085,-0.085 +0.5,0.118,0.12,-0.12,0.028,-0.028 +0.6,0.058,0.031,-0.031,0.007,-0.007 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table111.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table111.csv new file mode 100644 index 0000000000..c4c3e46231 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table111.csv @@ -0,0 +1,29 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t111 +#: name: Table 111 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 170.0 GeV and X =0.020. + +#: data_file: Table111.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 17.883 +#: E(P=1) [GeV],170.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],17.883 +#: X,0.02 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,15.672,1.168,-1.168,0.65,-0.65 +0.2,21.493,1.353,-1.353,1.131,-1.131 +0.3,19.329,1.225,-1.225,1.242,-1.242 +0.4,19.764,1.236,-1.236,1.674,-1.674 + +#: E(P=1) [GeV],170.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],17.883 +#: X,0.02 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,16.438,3.623,-3.623,0.874,-0.874 +0.2,19.092,3.617,-3.617,1.141,-1.141 +0.3,16.218,3.425,-3.425,1.014,-1.014 +0.4,13.727,3.096,-3.096,1.381,-1.381 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table112.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table112.csv new file mode 100644 index 0000000000..636633684f --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table112.csv @@ -0,0 +1,29 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t112 +#: name: Table 112 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 170.0 GeV and X =0.045. + +#: data_file: Table112.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 17.883 +#: E(P=1) [GeV],170.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],17.883 +#: X,0.045 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,21.907,1.146,-1.146,1.363,-1.363 +0.2,22.697,1.12,-1.12,1.236,-1.236 +0.3,23.119,1.122,-1.122,1.337,-1.337 +0.4,22.021,1.075,-1.075,1.684,-1.684 + +#: E(P=1) [GeV],170.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],17.883 +#: X,0.045 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,14.55,2.61,-2.61,0.898,-0.898 +0.2,24.655,3.545,-3.545,1.557,-1.557 +0.3,12.013,2.224,-2.224,0.552,-0.552 +0.4,13.012,2.453,-2.453,1.468,-1.468 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table113.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table113.csv new file mode 100644 index 0000000000..8a5be4c1a3 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table113.csv @@ -0,0 +1,29 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t113 +#: name: Table 113 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 170.0 GeV and X =0.080. + +#: data_file: Table113.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 17.883 +#: E(P=1) [GeV],170.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],17.883 +#: X,0.08 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,22.22,0.988,-0.988,0.921,-0.921 +0.2,23.501,0.993,-0.993,0.992,-0.992 +0.3,23.593,0.981,-0.981,1.016,-1.016 +0.4,22.101,0.954,-0.954,1.666,-1.666 + +#: E(P=1) [GeV],170.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],17.883 +#: X,0.08 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,20.786,2.717,-2.717,1.357,-1.357 +0.2,17.964,2.433,-2.433,0.909,-0.909 +0.3,14.314,2.191,-2.191,1.03,-1.03 +0.4,13.75,2.233,-2.233,1.476,-1.476 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table114.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table114.csv new file mode 100644 index 0000000000..be46414eea --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table114.csv @@ -0,0 +1,29 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t114 +#: name: Table 114 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 170.0 GeV and X =0.125. + +#: data_file: Table114.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 17.883 +#: E(P=1) [GeV],170.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],17.883 +#: X,0.125 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,20.886,0.866,-0.866,0.768,-0.768 +0.2,22.681,0.884,-0.884,0.532,-0.532 +0.3,20.629,0.813,-0.813,0.704,-0.704 +0.4,20.744,0.825,-0.825,1.447,-1.447 + +#: E(P=1) [GeV],170.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],17.883 +#: X,0.125 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,18.992,2.279,-2.279,0.989,-0.989 +0.2,15.237,2.032,-2.032,0.462,-0.462 +0.3,14.457,1.982,-1.982,0.66,-0.66 +0.4,9.169,1.54,-1.54,0.736,-0.736 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table115.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table115.csv new file mode 100644 index 0000000000..8bfdc9a36b --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table115.csv @@ -0,0 +1,29 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t115 +#: name: Table 115 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 170.0 GeV and X =0.175. + +#: data_file: Table115.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 17.883 +#: E(P=1) [GeV],170.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],17.883 +#: X,0.175 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,20.878,0.862,-0.862,0.889,-0.889 +0.2,19.172,0.797,-0.797,0.678,-0.678 +0.3,20.497,0.83,-0.83,0.607,-0.607 +0.4,17.999,0.77,-0.77,0.993,-0.993 + +#: E(P=1) [GeV],170.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],17.883 +#: X,0.175 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,16.236,2.145,-2.145,1.165,-1.165 +0.2,17.238,2.211,-2.211,0.838,-0.838 +0.3,10.536,1.675,-1.675,0.339,-0.339 +0.4,6.159,1.225,-1.225,0.366,-0.366 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table116.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table116.csv new file mode 100644 index 0000000000..d5d7ac7d46 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table116.csv @@ -0,0 +1,29 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t116 +#: name: Table 116 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 170.0 GeV and X =0.225. + +#: data_file: Table116.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 17.883 +#: E(P=1) [GeV],170.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],17.883 +#: X,0.225 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,17.036,0.777,-0.777,0.752,-0.752 +0.2,17.235,0.768,-0.768,0.517,-0.517 +0.3,15.928,0.724,-0.724,0.497,-0.497 +0.4,17.327,0.778,-0.778,0.908,-0.908 + +#: E(P=1) [GeV],170.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],17.883 +#: X,0.225 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,12.224,1.774,-1.774,0.937,-0.937 +0.2,9.377,1.541,-1.541,0.351,-0.351 +0.3,7.897,1.434,-1.434,0.352,-0.352 +0.4,6.639,1.355,-1.355,0.501,-0.501 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table117.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table117.csv new file mode 100644 index 0000000000..660d4ef89d --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table117.csv @@ -0,0 +1,29 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t117 +#: name: Table 117 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 170.0 GeV and X =0.275. + +#: data_file: Table117.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 17.883 +#: E(P=1) [GeV],170.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],17.883 +#: X,0.275 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,14.714,0.707,-0.707,0.909,-0.909 +0.2,14.219,0.693,-0.693,0.59,-0.59 +0.3,13.867,0.678,-0.678,0.386,-0.386 +0.4,13.525,0.677,-0.677,0.422,-0.422 + +#: E(P=1) [GeV],170.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],17.883 +#: X,0.275 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,11.02,1.639,-1.639,0.889,-0.889 +0.2,6.86,1.282,-1.282,0.464,-0.464 +0.3,6.894,1.324,-1.324,0.316,-0.316 +0.4,4.111,1.004,-1.004,0.41,-0.41 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table118.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table118.csv new file mode 100644 index 0000000000..4e24e2b6b1 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table118.csv @@ -0,0 +1,29 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t118 +#: name: Table 118 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 170.0 GeV and X =0.350. + +#: data_file: Table118.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 17.883 +#: E(P=1) [GeV],170.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],17.883 +#: X,0.35 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,10.48,0.414,-0.414,0.815,-0.815 +0.2,10.26,0.409,-0.409,0.576,-0.576 +0.3,10.925,0.421,-0.421,0.414,-0.414 +0.4,9.903,0.406,-0.406,0.335,-0.335 + +#: E(P=1) [GeV],170.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],17.883 +#: X,0.35 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,8.34,0.979,-0.979,0.564,-0.564 +0.2,7.149,0.961,-0.961,0.332,-0.332 +0.3,4.163,0.687,-0.687,0.174,-0.174 +0.4,3.189,0.589,-0.589,0.158,-0.158 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table119.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table119.csv new file mode 100644 index 0000000000..cd92a2a86b --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table119.csv @@ -0,0 +1,29 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t119 +#: name: Table 119 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 170.0 GeV and X =0.450. + +#: data_file: Table119.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 17.883 +#: E(P=1) [GeV],170.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],17.883 +#: X,0.45 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,6.75,0.314,-0.314,0.667,-0.667 +0.2,6.767,0.319,-0.319,0.573,-0.573 +0.3,6.031,0.298,-0.298,0.395,-0.395 +0.4,5.885,0.297,-0.297,0.27,-0.27 + +#: E(P=1) [GeV],170.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],17.883 +#: X,0.45 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,4.852,0.681,-0.681,0.456,-0.456 +0.2,3.869,0.625,-0.625,0.362,-0.362 +0.3,1.918,0.456,-0.456,0.07,-0.07 +0.4,1.453,0.391,-0.391,0.141,-0.141 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table120.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table120.csv new file mode 100644 index 0000000000..e8acec603c --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table120.csv @@ -0,0 +1,29 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t120 +#: name: Table 120 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 170.0 GeV and X =0.550. + +#: data_file: Table120.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 17.883 +#: E(P=1) [GeV],170.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],17.883 +#: X,0.55 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,3.607,0.203,-0.203,0.529,-0.529 +0.2,3.322,0.198,-0.198,0.405,-0.405 +0.3,3.074,0.191,-0.191,0.298,-0.298 +0.4,3.097,0.201,-0.201,0.211,-0.211 + +#: E(P=1) [GeV],170.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],17.883 +#: X,0.55 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,2.027,0.388,-0.388,0.389,-0.389 +0.2,1.644,0.37,-0.37,0.18,-0.18 +0.3,1.011,0.285,-0.285,0.082,-0.082 +0.4,0.722,0.253,-0.253,0.056,-0.056 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table121.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table121.csv new file mode 100644 index 0000000000..e54b1d62ba --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table121.csv @@ -0,0 +1,29 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t121 +#: name: Table 121 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 170.0 GeV and X =0.650. + +#: data_file: Table121.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 17.883 +#: E(P=1) [GeV],170.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],17.883 +#: X,0.65 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,1.703,0.117,-0.117,0.321,-0.321 +0.2,1.431,0.109,-0.109,0.206,-0.206 +0.3,1.328,0.107,-0.107,0.142,-0.142 +0.4,1.093,0.098,-0.098,0.175,-0.175 + +#: E(P=1) [GeV],170.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],17.883 +#: X,0.65 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,1.18,0.238,-0.238,0.279,-0.279 +0.2,0.736,0.2,-0.2,0.08,-0.08 +0.3,0.686,0.199,-0.199,0.126,-0.126 +0.4,0.415,0.181,-0.181,0.079,-0.079 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table23.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table23.csv new file mode 100644 index 0000000000..3c3f72b8d2 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table23.csv @@ -0,0 +1,31 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t23 +#: name: Table 23 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 25.0 GeV and X =0.020. + +#: data_file: Table23.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 6.912 +#: E(P=1) [GeV],25.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],6.912 +#: X,0.02 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.3,9.985,0.336,-0.336,0.843,-0.843 +0.4,11.256,0.371,-0.371,0.851,-0.851 +0.5,10.676,0.37,-0.37,0.815,-0.815 +0.6,11.091,0.384,-0.384,0.88,-0.88 +0.7,9.809,0.36,-0.36,0.572,-0.572 + +#: E(P=1) [GeV],25.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],6.912 +#: X,0.02 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.3,9.726,0.506,-0.506,0.865,-0.865 +0.4,8.352,0.48,-0.48,0.73,-0.73 +0.5,7.845,0.477,-0.477,0.585,-0.585 +0.6,6.889,0.447,-0.447,0.57,-0.57 +0.7,7.115,0.472,-0.472,0.549,-0.549 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table24.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table24.csv new file mode 100644 index 0000000000..09f49b4020 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table24.csv @@ -0,0 +1,31 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t24 +#: name: Table 24 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 25.0 GeV and X =0.045. + +#: data_file: Table24.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 6.912 +#: E(P=1) [GeV],25.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],6.912 +#: X,0.045 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.3,13.752,0.329,-0.329,0.846,-0.846 +0.4,14.092,0.345,-0.345,0.919,-0.919 +0.5,13.549,0.345,-0.345,0.914,-0.914 +0.6,14.04,0.354,-0.354,0.944,-0.944 +0.7,13.152,0.345,-0.345,1.033,-1.033 + +#: E(P=1) [GeV],25.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],6.912 +#: X,0.045 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.3,11.285,0.446,-0.446,0.666,-0.666 +0.4,10.321,0.44,-0.44,0.567,-0.567 +0.5,8.994,0.422,-0.422,0.517,-0.517 +0.6,8.728,0.421,-0.421,0.595,-0.595 +0.7,6.94,0.378,-0.378,0.463,-0.463 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table25.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table25.csv new file mode 100644 index 0000000000..e95d90eaa8 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table25.csv @@ -0,0 +1,31 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t25 +#: name: Table 25 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 25.0 GeV and X =0.080. + +#: data_file: Table25.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 6.912 +#: E(P=1) [GeV],25.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],6.912 +#: X,0.08 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.3,16.976,0.327,-0.327,1.076,-1.076 +0.4,16.733,0.333,-0.333,1.034,-1.034 +0.5,16.814,0.34,-0.34,1.018,-1.018 +0.6,16.599,0.339,-0.339,1.146,-1.146 +0.7,16.254,0.342,-0.342,1.058,-1.058 + +#: E(P=1) [GeV],25.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],6.912 +#: X,0.08 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.3,12.428,0.412,-0.412,0.634,-0.634 +0.4,11.304,0.404,-0.404,0.591,-0.591 +0.5,9.467,0.374,-0.374,0.606,-0.606 +0.6,7.89,0.344,-0.344,0.451,-0.451 +0.7,6.493,0.321,-0.321,0.334,-0.334 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table26.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table26.csv new file mode 100644 index 0000000000..047f972c4d --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table26.csv @@ -0,0 +1,31 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t26 +#: name: Table 26 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 25.0 GeV and X =0.125. + +#: data_file: Table26.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 6.912 +#: E(P=1) [GeV],25.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],6.912 +#: X,0.125 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.3,17.556,0.3,-0.3,0.939,-0.939 +0.4,17.623,0.308,-0.308,0.948,-0.948 +0.5,18.311,0.322,-0.322,0.965,-0.965 +0.6,18.257,0.324,-0.324,0.998,-0.998 +0.7,17.601,0.321,-0.321,0.985,-0.985 + +#: E(P=1) [GeV],25.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],6.912 +#: X,0.125 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.3,11.873,0.365,-0.365,0.521,-0.521 +0.4,9.785,0.34,-0.34,0.409,-0.409 +0.5,9.502,0.339,-0.339,0.445,-0.445 +0.6,7.194,0.3,-0.3,0.368,-0.368 +0.7,5.19,0.253,-0.253,0.215,-0.215 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table27.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table27.csv new file mode 100644 index 0000000000..af3445a771 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table27.csv @@ -0,0 +1,31 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t27 +#: name: Table 27 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 25.0 GeV and X =0.175. + +#: data_file: Table27.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 6.912 +#: E(P=1) [GeV],25.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],6.912 +#: X,0.175 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.3,17.667,0.308,-0.308,0.718,-0.718 +0.4,17.164,0.309,-0.309,0.699,-0.699 +0.5,17.397,0.315,-0.315,0.817,-0.817 +0.6,17.481,0.321,-0.321,0.817,-0.817 +0.7,16.75,0.316,-0.316,0.883,-0.883 + +#: E(P=1) [GeV],25.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],6.912 +#: X,0.175 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.3,9.937,0.336,-0.336,0.411,-0.411 +0.4,9.014,0.328,-0.328,0.346,-0.346 +0.5,7.461,0.303,-0.303,0.342,-0.342 +0.6,5.886,0.268,-0.268,0.273,-0.273 +0.7,4.23,0.23,-0.23,0.166,-0.166 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table28.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table28.csv new file mode 100644 index 0000000000..72092861ac --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table28.csv @@ -0,0 +1,31 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t28 +#: name: Table 28 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 25.0 GeV and X =0.225. + +#: data_file: Table28.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 6.912 +#: E(P=1) [GeV],25.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],6.912 +#: X,0.225 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.3,16.307,0.302,-0.302,0.57,-0.57 +0.4,16.442,0.308,-0.308,0.593,-0.593 +0.5,16.435,0.312,-0.312,0.598,-0.598 +0.6,16.708,0.318,-0.318,0.688,-0.688 +0.7,15.439,0.307,-0.307,0.69,-0.69 + +#: E(P=1) [GeV],25.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],6.912 +#: X,0.225 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.3,9.041,0.323,-0.323,0.32,-0.32 +0.4,8.052,0.311,-0.311,0.307,-0.307 +0.5,6.053,0.274,-0.274,0.263,-0.263 +0.6,4.247,0.227,-0.227,0.22,-0.22 +0.7,3.185,0.202,-0.202,0.222,-0.222 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table29.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table29.csv new file mode 100644 index 0000000000..16e741685e --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table29.csv @@ -0,0 +1,31 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t29 +#: name: Table 29 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 25.0 GeV and X =0.275. + +#: data_file: Table29.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 6.912 +#: E(P=1) [GeV],25.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],6.912 +#: X,0.275 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.3,15.002,0.293,-0.293,0.465,-0.465 +0.4,14.798,0.298,-0.298,0.37,-0.37 +0.5,14.9,0.301,-0.301,0.402,-0.402 +0.6,14.765,0.302,-0.302,0.426,-0.426 +0.7,14.271,0.3,-0.3,0.407,-0.407 + +#: E(P=1) [GeV],25.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],6.912 +#: X,0.275 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.3,7.733,0.304,-0.304,0.295,-0.295 +0.4,6.277,0.278,-0.278,0.197,-0.197 +0.5,4.45,0.235,-0.235,0.187,-0.187 +0.6,3.483,0.21,-0.21,0.143,-0.143 +0.7,2.528,0.18,-0.18,0.115,-0.115 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table30.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table30.csv new file mode 100644 index 0000000000..ec566066ec --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table30.csv @@ -0,0 +1,29 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t30 +#: name: Table 30 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 25.0 GeV and X =0.350. + +#: data_file: Table30.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 6.912 +#: E(P=1) [GeV],25.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],6.912 +#: X,0.35 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.3,12.152,0.19,-0.19,0.452,-0.452 +0.4,11.929,0.192,-0.192,0.428,-0.428 +0.5,11.634,0.19,-0.19,0.34,-0.34 +0.6,11.374,0.189,-0.189,0.285,-0.285 + +#: E(P=1) [GeV],25.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],6.912 +#: X,0.35 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.3,5.95,0.191,-0.191,0.317,-0.317 +0.4,4.13,0.161,-0.161,0.183,-0.183 +0.5,3.357,0.145,-0.145,0.151,-0.151 +0.6,2.231,0.119,-0.119,0.098,-0.098 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table31.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table31.csv new file mode 100644 index 0000000000..0f106917c6 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table31.csv @@ -0,0 +1,29 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t31 +#: name: Table 31 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 25.0 GeV and X =0.450. + +#: data_file: Table31.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 6.912 +#: E(P=1) [GeV],25.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],6.912 +#: X,0.45 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.3,8.318,0.158,-0.158,0.672,-0.672 +0.4,7.478,0.152,-0.152,0.498,-0.498 +0.5,7.532,0.155,-0.155,0.444,-0.444 +0.6,7.614,0.159,-0.159,0.434,-0.434 + +#: E(P=1) [GeV],25.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],6.912 +#: X,0.45 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.3,4.098,0.162,-0.162,0.309,-0.309 +0.4,2.7,0.13,-0.13,0.169,-0.169 +0.5,1.894,0.109,-0.109,0.113,-0.113 +0.6,1.094,0.083,-0.083,0.067,-0.067 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table32.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table32.csv new file mode 100644 index 0000000000..07b03d10fe --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table32.csv @@ -0,0 +1,27 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t32 +#: name: Table 32 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 25.0 GeV and X =0.550. + +#: data_file: Table32.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 6.912 +#: E(P=1) [GeV],25.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],6.912 +#: X,0.55 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.3,4.931,0.119,-0.119,0.613,-0.613 +0.4,4.383,0.114,-0.114,0.457,-0.457 +0.5,4.54,0.119,-0.119,0.441,-0.441 + +#: E(P=1) [GeV],25.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],6.912 +#: X,0.55 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.3,2.144,0.113,-0.113,0.293,-0.293 +0.4,1.46,0.096,-0.096,0.204,-0.204 +0.5,0.956,0.076,-0.076,0.11,-0.11 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table33.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table33.csv new file mode 100644 index 0000000000..12d8870e20 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table33.csv @@ -0,0 +1,27 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t33 +#: name: Table 33 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 25.0 GeV and X =0.650. + +#: data_file: Table33.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 6.912 +#: E(P=1) [GeV],25.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],6.912 +#: X,0.65 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.3,2.46,0.078,-0.078,0.451,-0.451 +0.4,2.309,0.077,-0.077,0.369,-0.369 +0.5,2.155,0.078,-0.078,0.325,-0.325 + +#: E(P=1) [GeV],25.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],6.912 +#: X,0.65 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.3,1.072,0.074,-0.074,0.201,-0.201 +0.4,0.635,0.058,-0.058,0.097,-0.097 +0.5,0.414,0.049,-0.049,0.069,-0.069 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table34.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table34.csv new file mode 100644 index 0000000000..96dfc74a14 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table34.csv @@ -0,0 +1,33 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t34 +#: name: Table 34 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 35.0 GeV and X =0.020. + +#: data_file: Table34.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 8.157 +#: E(P=1) [GeV],35.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],8.157 +#: X,0.02 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,11.026,0.445,-0.445,0.995,-0.995 +0.3,11.09,0.462,-0.462,0.781,-0.781 +0.4,12.21,0.501,-0.501,0.685,-0.685 +0.5,12.348,0.493,-0.493,0.741,-0.741 +0.6,11.806,0.475,-0.475,0.731,-0.731 +0.7,11.024,0.452,-0.452,0.911,-0.911 + +#: E(P=1) [GeV],35.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],8.157 +#: X,0.02 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,9.951,0.676,-0.676,0.79,-0.79 +0.3,9.668,0.683,-0.683,0.644,-0.644 +0.4,9.069,0.67,-0.67,0.576,-0.576 +0.5,8.216,0.629,-0.629,0.604,-0.604 +0.6,8.931,0.657,-0.657,0.591,-0.591 +0.7,8.428,0.637,-0.637,0.588,-0.588 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table35.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table35.csv new file mode 100644 index 0000000000..6dcf7efc25 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table35.csv @@ -0,0 +1,33 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t35 +#: name: Table 35 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 35.0 GeV and X =0.045. + +#: data_file: Table35.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 8.157 +#: E(P=1) [GeV],35.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],8.157 +#: X,0.045 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,15.058,0.428,-0.428,0.817,-0.817 +0.3,14.654,0.442,-0.442,0.725,-0.725 +0.4,15.893,0.47,-0.47,0.967,-0.967 +0.5,16.19,0.469,-0.469,1.118,-1.118 +0.6,14.912,0.44,-0.44,1.046,-1.046 +0.7,14.922,0.438,-0.438,1.147,-1.147 + +#: E(P=1) [GeV],35.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],8.157 +#: X,0.045 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,13.006,0.63,-0.63,0.622,-0.622 +0.3,11.468,0.611,-0.611,0.687,-0.687 +0.4,11.756,0.642,-0.642,0.742,-0.742 +0.5,10.585,0.587,-0.587,0.611,-0.611 +0.6,9.708,0.572,-0.572,0.652,-0.652 +0.7,7.678,0.492,-0.492,0.637,-0.637 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table36.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table36.csv new file mode 100644 index 0000000000..287f089eed --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table36.csv @@ -0,0 +1,33 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t36 +#: name: Table 36 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 35.0 GeV and X =0.080. + +#: data_file: Table36.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 8.157 +#: E(P=1) [GeV],35.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],8.157 +#: X,0.08 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,17.932,0.42,-0.42,0.954,-0.954 +0.3,17.871,0.433,-0.433,0.913,-0.913 +0.4,17.917,0.437,-0.437,0.903,-0.903 +0.5,18.329,0.44,-0.44,1.075,-1.075 +0.6,16.765,0.412,-0.412,1.021,-1.021 +0.7,17.209,0.415,-0.415,1.185,-1.185 + +#: E(P=1) [GeV],35.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],8.157 +#: X,0.08 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,14.345,0.587,-0.587,0.65,-0.65 +0.3,12.352,0.561,-0.561,0.566,-0.566 +0.4,11.434,0.548,-0.548,0.549,-0.549 +0.5,10.012,0.505,-0.505,0.462,-0.462 +0.6,8.201,0.449,-0.449,0.508,-0.508 +0.7,6.96,0.407,-0.407,0.467,-0.467 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table37.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table37.csv new file mode 100644 index 0000000000..3717b7b877 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table37.csv @@ -0,0 +1,33 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t37 +#: name: Table 37 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 35.0 GeV and X =0.125. + +#: data_file: Table37.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 8.157 +#: E(P=1) [GeV],35.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],8.157 +#: X,0.125 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,18.402,0.386,-0.386,0.732,-0.732 +0.3,18.167,0.394,-0.394,0.723,-0.723 +0.4,17.986,0.396,-0.396,0.733,-0.733 +0.5,18.561,0.398,-0.398,0.962,-0.962 +0.6,18.693,0.396,-0.396,0.973,-0.973 +0.7,16.965,0.371,-0.371,1.121,-1.121 + +#: E(P=1) [GeV],35.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],8.157 +#: X,0.125 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,15.153,0.548,-0.548,0.554,-0.554 +0.3,12.201,0.498,-0.498,0.381,-0.381 +0.4,10.098,0.458,-0.458,0.45,-0.45 +0.5,8.087,0.405,-0.405,0.388,-0.388 +0.6,6.787,0.367,-0.367,0.331,-0.331 +0.7,5.751,0.333,-0.333,0.382,-0.382 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table38.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table38.csv new file mode 100644 index 0000000000..8515246dd9 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table38.csv @@ -0,0 +1,33 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t38 +#: name: Table 38 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 35.0 GeV and X =0.175. + +#: data_file: Table38.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 8.157 +#: E(P=1) [GeV],35.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],8.157 +#: X,0.175 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,17.722,0.383,-0.383,0.625,-0.625 +0.3,18.204,0.402,-0.402,0.606,-0.606 +0.4,17.9,0.399,-0.399,0.618,-0.618 +0.5,17.841,0.395,-0.395,0.649,-0.649 +0.6,17.316,0.386,-0.386,0.805,-0.805 +0.7,17.382,0.381,-0.381,0.95,-0.95 + +#: E(P=1) [GeV],35.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],8.157 +#: X,0.175 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,12.44,0.497,-0.497,0.477,-0.477 +0.3,11.011,0.484,-0.484,0.433,-0.433 +0.4,8.622,0.428,-0.428,0.344,-0.344 +0.5,6.899,0.379,-0.379,0.328,-0.328 +0.6,5.674,0.335,-0.335,0.288,-0.288 +0.7,4.353,0.287,-0.287,0.216,-0.216 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table39.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table39.csv new file mode 100644 index 0000000000..930fd4250e --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table39.csv @@ -0,0 +1,33 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t39 +#: name: Table 39 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 35.0 GeV and X =0.225. + +#: data_file: Table39.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 8.157 +#: E(P=1) [GeV],35.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],8.157 +#: X,0.225 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,16.952,0.384,-0.384,0.534,-0.534 +0.3,16.671,0.39,-0.39,0.426,-0.426 +0.4,15.978,0.382,-0.382,0.457,-0.457 +0.5,16.374,0.385,-0.385,0.517,-0.517 +0.6,16.822,0.385,-0.385,0.576,-0.576 +0.7,15.771,0.366,-0.366,0.831,-0.831 + +#: E(P=1) [GeV],35.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],8.157 +#: X,0.225 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,11.503,0.482,-0.482,0.56,-0.56 +0.3,9.531,0.453,-0.453,0.29,-0.29 +0.4,7.372,0.406,-0.406,0.333,-0.333 +0.5,5.262,0.329,-0.329,0.269,-0.269 +0.6,3.865,0.277,-0.277,0.174,-0.174 +0.7,3.245,0.248,-0.248,0.167,-0.167 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table40.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table40.csv new file mode 100644 index 0000000000..821a81a2a7 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table40.csv @@ -0,0 +1,33 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t40 +#: name: Table 40 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 35.0 GeV and X =0.275. + +#: data_file: Table40.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 8.157 +#: E(P=1) [GeV],35.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],8.157 +#: X,0.275 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,16.113,0.381,-0.381,0.557,-0.557 +0.3,14.825,0.373,-0.373,0.408,-0.408 +0.4,14.235,0.368,-0.368,0.353,-0.353 +0.5,14.924,0.377,-0.377,0.377,-0.377 +0.6,14.187,0.36,-0.36,0.427,-0.427 +0.7,14.66,0.364,-0.364,0.589,-0.589 + +#: E(P=1) [GeV],35.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],8.157 +#: X,0.275 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,10.276,0.472,-0.472,0.498,-0.498 +0.3,7.617,0.412,-0.412,0.27,-0.27 +0.4,6.14,0.367,-0.367,0.237,-0.237 +0.5,4.337,0.302,-0.302,0.164,-0.164 +0.6,3.419,0.26,-0.26,0.122,-0.122 +0.7,2.684,0.234,-0.234,0.181,-0.181 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table41.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table41.csv new file mode 100644 index 0000000000..a57837ae32 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table41.csv @@ -0,0 +1,33 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t41 +#: name: Table 41 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 35.0 GeV and X =0.350. + +#: data_file: Table41.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 8.157 +#: E(P=1) [GeV],35.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],8.157 +#: X,0.35 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,12.397,0.237,-0.237,0.718,-0.718 +0.3,11.505,0.233,-0.233,0.447,-0.447 +0.4,11.482,0.236,-0.236,0.417,-0.417 +0.5,10.492,0.221,-0.221,0.3,-0.3 +0.6,11.106,0.227,-0.227,0.407,-0.407 +0.7,10.781,0.219,-0.219,0.299,-0.299 + +#: E(P=1) [GeV],35.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],8.157 +#: X,0.35 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,8.104,0.296,-0.296,0.622,-0.622 +0.3,5.744,0.25,-0.25,0.241,-0.241 +0.4,4.358,0.219,-0.219,0.132,-0.132 +0.5,2.797,0.172,-0.172,0.126,-0.126 +0.6,1.975,0.14,-0.14,0.075,-0.075 +0.7,1.226,0.106,-0.106,0.07,-0.07 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table42.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table42.csv new file mode 100644 index 0000000000..cc3e8ffea3 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table42.csv @@ -0,0 +1,31 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t42 +#: name: Table 42 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 35.0 GeV and X =0.450. + +#: data_file: Table42.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 8.157 +#: E(P=1) [GeV],35.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],8.157 +#: X,0.45 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,8.274,0.193,-0.193,0.876,-0.876 +0.3,7.631,0.19,-0.19,0.664,-0.664 +0.4,7.1,0.184,-0.184,0.473,-0.473 +0.5,7.179,0.186,-0.186,0.401,-0.401 +0.6,7.051,0.184,-0.184,0.359,-0.359 + +#: E(P=1) [GeV],35.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],8.157 +#: X,0.45 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,4.965,0.23,-0.23,0.542,-0.542 +0.3,3.609,0.2,-0.2,0.289,-0.289 +0.4,2.478,0.169,-0.169,0.196,-0.196 +0.5,1.699,0.136,-0.136,0.108,-0.108 +0.6,1.222,0.112,-0.112,0.067,-0.067 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table43.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table43.csv new file mode 100644 index 0000000000..c5bcbe68b6 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table43.csv @@ -0,0 +1,31 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t43 +#: name: Table 43 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 35.0 GeV and X =0.550. + +#: data_file: Table43.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 8.157 +#: E(P=1) [GeV],35.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],8.157 +#: X,0.55 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,5.153,0.149,-0.149,0.751,-0.751 +0.3,4.003,0.131,-0.131,0.492,-0.492 +0.4,4.019,0.136,-0.136,0.45,-0.45 +0.5,3.829,0.133,-0.133,0.399,-0.399 +0.6,3.748,0.132,-0.132,0.371,-0.371 + +#: E(P=1) [GeV],35.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],8.157 +#: X,0.55 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,2.682,0.16,-0.16,0.421,-0.421 +0.3,1.708,0.128,-0.128,0.211,-0.211 +0.4,1.199,0.113,-0.113,0.124,-0.124 +0.5,1.004,0.105,-0.105,0.082,-0.082 +0.6,0.489,0.073,-0.073,0.056,-0.056 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table44.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table44.csv new file mode 100644 index 0000000000..00314fe576 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table44.csv @@ -0,0 +1,31 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t44 +#: name: Table 44 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 35.0 GeV and X =0.650. + +#: data_file: Table44.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 8.157 +#: E(P=1) [GeV],35.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],8.157 +#: X,0.65 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,2.438,0.092,-0.092,0.521,-0.521 +0.3,2.102,0.087,-0.087,0.371,-0.371 +0.4,1.896,0.086,-0.086,0.275,-0.275 +0.5,1.78,0.083,-0.083,0.271,-0.271 +0.6,1.603,0.081,-0.081,0.188,-0.188 + +#: E(P=1) [GeV],35.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],8.157 +#: X,0.65 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,1.295,0.101,-0.101,0.247,-0.247 +0.3,0.808,0.081,-0.081,0.127,-0.127 +0.4,0.496,0.065,-0.065,0.075,-0.075 +0.5,0.365,0.058,-0.058,0.047,-0.047 +0.6,0.203,0.042,-0.042,0.027,-0.027 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table45.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table45.csv new file mode 100644 index 0000000000..a44fdb4bbc --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table45.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t45 +#: name: Table 45 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 45.0 GeV and X =0.020. + +#: data_file: Table45.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 9.236 +#: E(P=1) [GeV],45.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],9.236 +#: X,0.02 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,12.797,0.632,-0.632,0.694,-0.694 +0.3,12.867,0.647,-0.647,0.766,-0.766 +0.4,11.938,0.62,-0.62,0.789,-0.789 +0.5,13.108,0.641,-0.641,0.763,-0.763 +0.6,13.671,0.652,-0.652,0.959,-0.959 +0.7,11.611,0.577,-0.577,0.781,-0.781 +0.8,12.982,0.626,-0.626,1.216,-1.216 + +#: E(P=1) [GeV],45.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],9.236 +#: X,0.02 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,8.808,0.862,-0.862,0.513,-0.513 +0.3,10.592,1.004,-1.004,0.542,-0.542 +0.4,8.628,0.879,-0.879,0.528,-0.528 +0.5,10.045,0.941,-0.941,0.638,-0.638 +0.6,8.585,0.832,-0.832,0.667,-0.667 +0.7,7.3,0.769,-0.769,0.519,-0.519 +0.8,7.689,0.789,-0.789,0.625,-0.625 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table46.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table46.csv new file mode 100644 index 0000000000..eedbe37dcb --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table46.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t46 +#: name: Table 46 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 45.0 GeV and X =0.045. + +#: data_file: Table46.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 9.236 +#: E(P=1) [GeV],45.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],9.236 +#: X,0.045 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,15.27,0.574,-0.574,0.743,-0.743 +0.3,16.395,0.613,-0.613,0.853,-0.853 +0.4,15.218,0.582,-0.582,0.797,-0.797 +0.5,16.315,0.601,-0.601,1.072,-1.072 +0.6,16.412,0.587,-0.587,1.087,-1.087 +0.7,15.576,0.558,-0.558,1.224,-1.224 +0.8,14.996,0.552,-0.552,1.402,-1.402 + +#: E(P=1) [GeV],45.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],9.236 +#: X,0.045 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,11.899,0.823,-0.823,0.523,-0.523 +0.3,13.21,0.916,-0.916,0.762,-0.762 +0.4,11.505,0.831,-0.831,0.653,-0.653 +0.5,10.928,0.802,-0.802,0.563,-0.563 +0.6,9.709,0.739,-0.739,0.712,-0.712 +0.7,8.334,0.664,-0.664,0.62,-0.62 +0.8,7.585,0.643,-0.643,0.632,-0.632 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table47.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table47.csv new file mode 100644 index 0000000000..b4789ae601 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table47.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t47 +#: name: Table 47 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 45.0 GeV and X =0.080. + +#: data_file: Table47.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 9.236 +#: E(P=1) [GeV],45.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],9.236 +#: X,0.08 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,17.914,0.551,-0.551,0.801,-0.801 +0.3,19.083,0.588,-0.588,0.732,-0.732 +0.4,18.668,0.566,-0.566,0.896,-0.896 +0.5,19.162,0.572,-0.572,1.031,-1.031 +0.6,18.269,0.539,-0.539,1.079,-1.079 +0.7,17.46,0.519,-0.519,1.136,-1.136 +0.8,17.297,0.524,-0.524,1.504,-1.504 + +#: E(P=1) [GeV],45.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],9.236 +#: X,0.08 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,13.708,0.787,-0.787,0.6,-0.6 +0.3,14.286,0.833,-0.833,0.672,-0.672 +0.4,11.316,0.719,-0.719,0.521,-0.521 +0.5,9.578,0.648,-0.648,0.492,-0.492 +0.6,8.621,0.597,-0.597,0.475,-0.475 +0.7,6.81,0.518,-0.518,0.546,-0.546 +0.8,6.785,0.536,-0.536,0.616,-0.616 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table48.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table48.csv new file mode 100644 index 0000000000..049e60c16e --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table48.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t48 +#: name: Table 48 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 45.0 GeV and X =0.125. + +#: data_file: Table48.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 9.236 +#: E(P=1) [GeV],45.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],9.236 +#: X,0.125 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,18.462,0.505,-0.505,0.627,-0.627 +0.3,19.269,0.535,-0.535,0.663,-0.663 +0.4,18.468,0.516,-0.516,0.684,-0.684 +0.5,18.758,0.51,-0.51,0.757,-0.757 +0.6,17.64,0.478,-0.478,1.053,-1.053 +0.7,17.746,0.473,-0.473,1.035,-1.035 +0.8,17.412,0.47,-0.47,1.505,-1.505 + +#: E(P=1) [GeV],45.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],9.236 +#: X,0.125 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,13.993,0.71,-0.71,0.487,-0.487 +0.3,12.83,0.712,-0.712,0.41,-0.41 +0.4,10.276,0.62,-0.62,0.342,-0.342 +0.5,8.819,0.563,-0.563,0.378,-0.378 +0.6,7.145,0.497,-0.497,0.42,-0.42 +0.7,5.441,0.416,-0.416,0.388,-0.388 +0.8,3.902,0.355,-0.355,0.384,-0.384 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table49.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table49.csv new file mode 100644 index 0000000000..c6a8720169 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table49.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t49 +#: name: Table 49 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 45.0 GeV and X =0.175. + +#: data_file: Table49.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 9.236 +#: E(P=1) [GeV],45.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],9.236 +#: X,0.175 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,18.418,0.514,-0.514,0.56,-0.56 +0.3,18.628,0.529,-0.529,0.438,-0.438 +0.4,18.6,0.528,-0.528,0.494,-0.494 +0.5,18.17,0.51,-0.51,0.594,-0.594 +0.6,17.459,0.486,-0.486,0.751,-0.751 +0.7,16.513,0.463,-0.463,0.972,-0.972 +0.8,17.645,0.482,-0.482,1.121,-1.121 + +#: E(P=1) [GeV],45.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],9.236 +#: X,0.175 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,12.857,0.693,-0.693,0.479,-0.479 +0.3,11.638,0.675,-0.675,0.422,-0.422 +0.4,9.993,0.621,-0.621,0.335,-0.335 +0.5,7.182,0.513,-0.513,0.376,-0.376 +0.6,4.7,0.395,-0.395,0.273,-0.273 +0.7,3.892,0.356,-0.356,0.27,-0.27 +0.8,2.72,0.297,-0.297,0.179,-0.179 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table50.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table50.csv new file mode 100644 index 0000000000..627196ea3a --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table50.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t50 +#: name: Table 50 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 45.0 GeV and X =0.225. + +#: data_file: Table50.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 9.236 +#: E(P=1) [GeV],45.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],9.236 +#: X,0.225 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,17.423,0.504,-0.504,0.448,-0.448 +0.3,15.788,0.491,-0.491,0.446,-0.446 +0.4,16.565,0.502,-0.502,0.392,-0.392 +0.5,16.372,0.488,-0.488,0.43,-0.43 +0.6,15.701,0.468,-0.468,0.546,-0.546 +0.7,15.032,0.445,-0.445,0.652,-0.652 +0.8,15.134,0.448,-0.448,1.109,-1.109 + +#: E(P=1) [GeV],45.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],9.236 +#: X,0.225 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,11.902,0.673,-0.673,0.502,-0.502 +0.3,9.52,0.623,-0.623,0.34,-0.34 +0.4,7.099,0.515,-0.515,0.276,-0.276 +0.5,4.647,0.411,-0.411,0.202,-0.202 +0.6,3.881,0.372,-0.372,0.196,-0.196 +0.7,3.338,0.337,-0.337,0.227,-0.227 +0.8,2.365,0.285,-0.285,0.201,-0.201 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table51.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table51.csv new file mode 100644 index 0000000000..4c9be05ead --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table51.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t51 +#: name: Table 51 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 45.0 GeV and X =0.275. + +#: data_file: Table51.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 9.236 +#: E(P=1) [GeV],45.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],9.236 +#: X,0.275 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,14.817,0.469,-0.469,0.513,-0.513 +0.3,16.099,0.511,-0.511,0.603,-0.603 +0.4,15.133,0.487,-0.487,0.448,-0.448 +0.5,13.884,0.457,-0.457,0.328,-0.328 +0.6,14.257,0.452,-0.452,0.407,-0.407 +0.7,13.594,0.433,-0.433,0.481,-0.481 +0.8,12.941,0.422,-0.422,0.874,-0.874 + +#: E(P=1) [GeV],45.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],9.236 +#: X,0.275 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,10.16,0.626,-0.626,0.487,-0.487 +0.3,7.792,0.572,-0.572,0.425,-0.425 +0.4,5.674,0.473,-0.473,0.254,-0.254 +0.5,4.981,0.437,-0.437,0.296,-0.296 +0.6,3.01,0.327,-0.327,0.109,-0.109 +0.7,2.509,0.291,-0.291,0.241,-0.241 +0.8,1.223,0.192,-0.192,0.084,-0.084 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table52.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table52.csv new file mode 100644 index 0000000000..0435e81efe --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table52.csv @@ -0,0 +1,33 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t52 +#: name: Table 52 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 45.0 GeV and X =0.350. + +#: data_file: Table52.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 9.236 +#: E(P=1) [GeV],45.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],9.236 +#: X,0.35 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,12.125,0.305,-0.305,0.666,-0.666 +0.3,12.069,0.311,-0.311,0.579,-0.579 +0.4,11.377,0.3,-0.3,0.49,-0.49 +0.5,10.877,0.287,-0.287,0.298,-0.298 +0.6,10.054,0.269,-0.269,0.25,-0.25 +0.7,9.982,0.262,-0.262,0.4,-0.4 + +#: E(P=1) [GeV],45.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],9.236 +#: X,0.35 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,7.058,0.371,-0.371,0.48,-0.48 +0.3,5.38,0.33,-0.33,0.279,-0.279 +0.4,4.094,0.287,-0.287,0.134,-0.134 +0.5,2.898,0.233,-0.233,0.154,-0.154 +0.6,2.068,0.188,-0.188,0.072,-0.072 +0.7,1.214,0.14,-0.14,0.085,-0.085 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table53.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table53.csv new file mode 100644 index 0000000000..f2c152ca68 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table53.csv @@ -0,0 +1,33 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t53 +#: name: Table 53 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 45.0 GeV and X =0.450. + +#: data_file: Table53.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 9.236 +#: E(P=1) [GeV],45.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],9.236 +#: X,0.45 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,8.025,0.244,-0.244,0.824,-0.824 +0.3,6.997,0.234,-0.234,0.603,-0.603 +0.4,7.066,0.238,-0.238,0.525,-0.525 +0.5,6.787,0.232,-0.232,0.477,-0.477 +0.6,6.37,0.216,-0.216,0.34,-0.34 +0.7,6.436,0.217,-0.217,0.33,-0.33 + +#: E(P=1) [GeV],45.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],9.236 +#: X,0.45 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,4.659,0.298,-0.298,0.557,-0.557 +0.3,3.604,0.274,-0.274,0.358,-0.358 +0.4,2.251,0.21,-0.21,0.179,-0.179 +0.5,1.381,0.161,-0.161,0.112,-0.112 +0.6,0.773,0.114,-0.114,0.036,-0.036 +0.7,0.674,0.106,-0.106,0.062,-0.062 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table54.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table54.csv new file mode 100644 index 0000000000..1fd644e812 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table54.csv @@ -0,0 +1,33 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t54 +#: name: Table 54 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 45.0 GeV and X =0.550. + +#: data_file: Table54.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 9.236 +#: E(P=1) [GeV],45.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],9.236 +#: X,0.55 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,4.822,0.181,-0.181,0.74,-0.74 +0.3,4.126,0.173,-0.173,0.503,-0.503 +0.4,4.038,0.173,-0.173,0.495,-0.495 +0.5,3.626,0.164,-0.164,0.36,-0.36 +0.6,3.69,0.162,-0.162,0.261,-0.261 +0.7,3.14,0.149,-0.149,0.254,-0.254 + +#: E(P=1) [GeV],45.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],9.236 +#: X,0.55 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,2.855,0.227,-0.227,0.388,-0.388 +0.3,1.699,0.171,-0.171,0.196,-0.196 +0.4,1.412,0.168,-0.168,0.135,-0.135 +0.5,0.744,0.116,-0.116,0.095,-0.095 +0.6,0.382,0.076,-0.076,0.044,-0.044 +0.7,0.255,0.059,-0.059,0.026,-0.026 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table55.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table55.csv new file mode 100644 index 0000000000..5f1577ae88 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table55.csv @@ -0,0 +1,31 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t55 +#: name: Table 55 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 45.0 GeV and X =0.650. + +#: data_file: Table55.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 9.236 +#: E(P=1) [GeV],45.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],9.236 +#: X,0.65 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,2.166,0.108,-0.108,0.427,-0.427 +0.3,1.863,0.105,-0.105,0.334,-0.334 +0.4,1.764,0.104,-0.104,0.263,-0.263 +0.5,1.62,0.101,-0.101,0.236,-0.236 +0.6,1.424,0.096,-0.096,0.225,-0.225 + +#: E(P=1) [GeV],45.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],9.236 +#: X,0.65 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,1.281,0.128,-0.128,0.235,-0.235 +0.3,0.824,0.113,-0.113,0.157,-0.157 +0.4,0.589,0.095,-0.095,0.11,-0.11 +0.5,0.275,0.066,-0.066,0.049,-0.049 +0.6,0.09,0.037,-0.037,0.014,-0.014 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table56.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table56.csv new file mode 100644 index 0000000000..39fb54fdd4 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table56.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t56 +#: name: Table 56 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 55.0 GeV and X =0.020. + +#: data_file: Table56.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 10.201 +#: E(P=1) [GeV],55.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],10.201 +#: X,0.02 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,12.977,0.776,-0.776,0.716,-0.716 +0.3,13.554,0.823,-0.823,0.616,-0.616 +0.4,12.585,0.767,-0.767,0.674,-0.674 +0.5,15.035,0.827,-0.827,0.761,-0.761 +0.6,13.568,0.772,-0.772,0.853,-0.853 +0.7,12.692,0.736,-0.736,0.941,-0.941 +0.8,13.066,0.746,-0.746,1.14,-1.14 + +#: E(P=1) [GeV],55.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],10.201 +#: X,0.02 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,12.193,1.329,-1.329,0.944,-0.944 +0.3,12.903,1.396,-1.396,0.909,-0.909 +0.4,9.24,1.122,-1.122,0.33,-0.33 +0.5,10.826,1.206,-1.206,1.059,-1.059 +0.6,9.6,1.158,-1.158,0.609,-0.609 +0.7,8.129,1.013,-1.013,0.821,-0.821 +0.8,8.065,1.029,-1.029,0.816,-0.816 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table57.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table57.csv new file mode 100644 index 0000000000..9bf77b23a6 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table57.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t57 +#: name: Table 57 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 55.0 GeV and X =0.045. + +#: data_file: Table57.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 10.201 +#: E(P=1) [GeV],55.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],10.201 +#: X,0.045 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,16.034,0.723,-0.723,0.918,-0.918 +0.3,17.698,0.776,-0.776,0.874,-0.874 +0.4,17.085,0.743,-0.743,0.979,-0.979 +0.5,15.212,0.691,-0.691,0.895,-0.895 +0.6,16.019,0.684,-0.684,0.962,-0.962 +0.7,15.783,0.674,-0.674,1.095,-1.095 +0.8,15.216,0.651,-0.651,1.134,-1.134 + +#: E(P=1) [GeV],55.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],10.201 +#: X,0.045 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,14.008,1.172,-1.172,0.637,-0.637 +0.3,13.159,1.142,-1.142,0.606,-0.606 +0.4,10.964,1.011,-1.011,0.49,-0.49 +0.5,11.719,1.028,-1.028,0.745,-0.745 +0.6,9.372,0.887,-0.887,0.633,-0.633 +0.7,8.421,0.836,-0.836,0.715,-0.715 +0.8,6.394,0.723,-0.723,0.585,-0.585 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table58.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table58.csv new file mode 100644 index 0000000000..91b234efde --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table58.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t58 +#: name: Table 58 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 55.0 GeV and X =0.080. + +#: data_file: Table58.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 10.201 +#: E(P=1) [GeV],55.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],10.201 +#: X,0.08 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,20.0,0.729,-0.729,0.827,-0.827 +0.3,20.312,0.743,-0.743,0.91,-0.91 +0.4,19.654,0.71,-0.71,0.77,-0.77 +0.5,18.726,0.673,-0.673,0.998,-0.998 +0.6,19.74,0.685,-0.685,1.058,-1.058 +0.7,18.741,0.656,-0.656,1.461,-1.461 +0.8,17.278,0.619,-0.619,1.341,-1.341 + +#: E(P=1) [GeV],55.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],10.201 +#: X,0.08 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,14.643,1.042,-1.042,0.652,-0.652 +0.3,14.856,1.07,-1.07,0.564,-0.564 +0.4,12.893,0.958,-0.958,0.836,-0.836 +0.5,11.557,0.901,-0.901,0.559,-0.559 +0.6,8.535,0.76,-0.76,0.549,-0.549 +0.7,6.688,0.653,-0.653,0.335,-0.335 +0.8,5.162,0.573,-0.573,0.475,-0.475 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table59.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table59.csv new file mode 100644 index 0000000000..d74fec2eb2 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table59.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t59 +#: name: Table 59 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 55.0 GeV and X =0.125. + +#: data_file: Table59.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 10.201 +#: E(P=1) [GeV],55.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],10.201 +#: X,0.125 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,19.023,0.636,-0.636,0.613,-0.613 +0.3,19.785,0.661,-0.661,0.593,-0.593 +0.4,19.538,0.638,-0.638,0.776,-0.776 +0.5,18.525,0.606,-0.606,0.716,-0.716 +0.6,18.521,0.597,-0.597,0.998,-0.998 +0.7,18.547,0.595,-0.595,1.103,-1.103 +0.8,17.113,0.557,-0.557,1.229,-1.229 + +#: E(P=1) [GeV],55.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],10.201 +#: X,0.125 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,12.979,0.884,-0.884,0.446,-0.446 +0.3,12.779,0.889,-0.889,0.637,-0.637 +0.4,11.045,0.814,-0.814,0.473,-0.473 +0.5,9.603,0.73,-0.73,0.45,-0.45 +0.6,5.617,0.543,-0.543,0.374,-0.374 +0.7,5.407,0.536,-0.536,0.323,-0.323 +0.8,4.178,0.454,-0.454,0.252,-0.252 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table60.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table60.csv new file mode 100644 index 0000000000..c2d5d33a4f --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table60.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t60 +#: name: Table 60 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 55.0 GeV and X =0.175. + +#: data_file: Table60.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 10.201 +#: E(P=1) [GeV],55.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],10.201 +#: X,0.175 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,18.105,0.631,-0.631,0.514,-0.514 +0.3,18.287,0.641,-0.641,0.602,-0.602 +0.4,18.716,0.64,-0.64,0.684,-0.684 +0.5,17.688,0.605,-0.605,0.439,-0.439 +0.6,17.494,0.597,-0.597,0.756,-0.756 +0.7,17.641,0.583,-0.583,1.035,-1.035 +0.8,16.267,0.549,-0.549,1.011,-1.011 + +#: E(P=1) [GeV],55.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],10.201 +#: X,0.175 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,13.292,0.907,-0.907,0.439,-0.439 +0.3,12.019,0.874,-0.874,0.433,-0.433 +0.4,9.211,0.738,-0.738,0.443,-0.443 +0.5,6.702,0.608,-0.608,0.275,-0.275 +0.6,4.917,0.509,-0.509,0.298,-0.298 +0.7,4.677,0.501,-0.501,0.369,-0.369 +0.8,3.317,0.423,-0.423,0.266,-0.266 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table61.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table61.csv new file mode 100644 index 0000000000..e8a27d307b --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table61.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t61 +#: name: Table 61 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 55.0 GeV and X =0.225. + +#: data_file: Table61.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 10.201 +#: E(P=1) [GeV],55.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],10.201 +#: X,0.225 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,16.742,0.613,-0.613,0.603,-0.603 +0.3,16.161,0.609,-0.609,0.388,-0.388 +0.4,15.994,0.601,-0.601,0.4,-0.4 +0.5,17.877,0.622,-0.622,0.524,-0.524 +0.6,16.471,0.588,-0.588,0.622,-0.622 +0.7,15.696,0.563,-0.563,0.676,-0.676 +0.8,14.596,0.531,-0.531,0.854,-0.854 + +#: E(P=1) [GeV],55.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],10.201 +#: X,0.225 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,10.927,0.836,-0.836,0.365,-0.365 +0.3,8.464,0.734,-0.734,0.246,-0.246 +0.4,5.595,0.588,-0.588,0.2,-0.2 +0.5,5.825,0.581,-0.581,0.225,-0.225 +0.6,4.138,0.479,-0.479,0.2,-0.2 +0.7,3.366,0.427,-0.427,0.256,-0.256 +0.8,2.272,0.338,-0.338,0.194,-0.194 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table62.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table62.csv new file mode 100644 index 0000000000..50a6617a4b --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table62.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t62 +#: name: Table 62 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 55.0 GeV and X =0.275. + +#: data_file: Table62.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 10.201 +#: E(P=1) [GeV],55.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],10.201 +#: X,0.275 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,14.995,0.595,-0.595,0.545,-0.545 +0.3,14.796,0.6,-0.6,0.55,-0.55 +0.4,14.398,0.577,-0.577,0.405,-0.405 +0.5,14.184,0.566,-0.566,0.34,-0.34 +0.6,14.0,0.546,-0.546,0.479,-0.479 +0.7,13.31,0.523,-0.523,0.476,-0.476 +0.8,13.44,0.52,-0.52,0.657,-0.657 + +#: E(P=1) [GeV],55.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],10.201 +#: X,0.275 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,9.809,0.802,-0.802,0.524,-0.524 +0.3,8.095,0.732,-0.732,0.398,-0.398 +0.4,6.914,0.666,-0.666,0.237,-0.237 +0.5,4.224,0.501,-0.501,0.2,-0.2 +0.6,3.113,0.425,-0.425,0.262,-0.262 +0.7,1.812,0.302,-0.302,0.144,-0.144 +0.8,1.491,0.273,-0.273,0.118,-0.118 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table63.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table63.csv new file mode 100644 index 0000000000..0e527a886e --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table63.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t63 +#: name: Table 63 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 55.0 GeV and X =0.350. + +#: data_file: Table63.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 10.201 +#: E(P=1) [GeV],55.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],10.201 +#: X,0.35 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,11.008,0.358,-0.358,0.631,-0.631 +0.3,11.765,0.378,-0.378,0.594,-0.594 +0.4,10.37,0.347,-0.347,0.436,-0.436 +0.5,11.252,0.359,-0.359,0.344,-0.344 +0.6,10.824,0.344,-0.344,0.337,-0.337 +0.7,10.78,0.341,-0.341,0.413,-0.413 +0.8,10.356,0.325,-0.325,0.521,-0.521 + +#: E(P=1) [GeV],55.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],10.201 +#: X,0.35 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,6.349,0.441,-0.441,0.499,-0.499 +0.3,5.505,0.424,-0.424,0.229,-0.229 +0.4,3.976,0.349,-0.349,0.194,-0.194 +0.5,2.892,0.292,-0.292,0.12,-0.12 +0.6,1.272,0.183,-0.183,0.052,-0.052 +0.7,0.88,0.147,-0.147,0.051,-0.051 +0.8,0.858,0.15,-0.15,0.101,-0.101 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table64.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table64.csv new file mode 100644 index 0000000000..e562beb540 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table64.csv @@ -0,0 +1,33 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t64 +#: name: Table 64 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 55.0 GeV and X =0.450. + +#: data_file: Table64.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 10.201 +#: E(P=1) [GeV],55.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],10.201 +#: X,0.45 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,7.286,0.289,-0.289,0.792,-0.792 +0.3,6.953,0.287,-0.287,0.631,-0.631 +0.4,7.202,0.291,-0.291,0.627,-0.627 +0.5,7.206,0.288,-0.288,0.474,-0.474 +0.6,6.269,0.262,-0.262,0.339,-0.339 +0.7,6.697,0.27,-0.27,0.373,-0.373 + +#: E(P=1) [GeV],55.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],10.201 +#: X,0.45 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,4.422,0.376,-0.376,0.528,-0.528 +0.3,3.254,0.322,-0.322,0.323,-0.323 +0.4,2.074,0.25,-0.25,0.134,-0.134 +0.5,1.191,0.187,-0.187,0.095,-0.095 +0.6,0.879,0.159,-0.159,0.076,-0.076 +0.7,0.692,0.145,-0.145,0.119,-0.119 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table65.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table65.csv new file mode 100644 index 0000000000..04de66c4ec --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table65.csv @@ -0,0 +1,33 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t65 +#: name: Table 65 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 55.0 GeV and X =0.550. + +#: data_file: Table65.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 10.201 +#: E(P=1) [GeV],55.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],10.201 +#: X,0.55 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,4.215,0.208,-0.208,0.635,-0.635 +0.3,4.09,0.211,-0.211,0.52,-0.52 +0.4,3.424,0.192,-0.192,0.409,-0.409 +0.5,3.766,0.203,-0.203,0.336,-0.336 +0.6,3.255,0.187,-0.187,0.277,-0.277 +0.7,3.317,0.188,-0.188,0.27,-0.27 + +#: E(P=1) [GeV],55.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],10.201 +#: X,0.55 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,2.198,0.244,-0.244,0.313,-0.313 +0.3,1.163,0.18,-0.18,0.151,-0.151 +0.4,1.322,0.197,-0.197,0.187,-0.187 +0.5,0.718,0.142,-0.142,0.057,-0.057 +0.6,0.37,0.099,-0.099,0.026,-0.026 +0.7,0.235,0.077,-0.077,0.023,-0.023 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table66.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table66.csv new file mode 100644 index 0000000000..7686e9c834 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table66.csv @@ -0,0 +1,33 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t66 +#: name: Table 66 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 55.0 GeV and X =0.650. + +#: data_file: Table66.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 10.201 +#: E(P=1) [GeV],55.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],10.201 +#: X,0.65 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,2.02,0.126,-0.126,0.412,-0.412 +0.3,1.788,0.124,-0.124,0.302,-0.302 +0.4,1.734,0.126,-0.126,0.268,-0.268 +0.5,1.444,0.114,-0.114,0.189,-0.189 +0.6,1.61,0.124,-0.124,0.217,-0.217 +0.7,1.293,0.112,-0.112,0.167,-0.167 + +#: E(P=1) [GeV],55.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],10.201 +#: X,0.65 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,0.821,0.13,-0.13,0.179,-0.179 +0.3,0.642,0.132,-0.132,0.114,-0.114 +0.4,0.376,0.088,-0.088,0.073,-0.073 +0.5,0.192,0.066,-0.066,0.043,-0.043 +0.6,0.232,0.075,-0.075,0.072,-0.072 +0.7,0.085,0.044,-0.044,0.019,-0.019 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table67.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table67.csv new file mode 100644 index 0000000000..dffc3ffe30 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table67.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t67 +#: name: Table 67 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 70.0 GeV and X =0.020. + +#: data_file: Table67.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 11.498 +#: E(P=1) [GeV],70.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],11.498 +#: X,0.02 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,13.471,0.688,-0.688,0.682,-0.682 +0.3,15.816,0.743,-0.743,0.739,-0.739 +0.4,14.637,0.69,-0.69,0.839,-0.839 +0.5,14.665,0.678,-0.678,0.825,-0.825 +0.6,14.46,0.652,-0.652,0.89,-0.89 +0.7,14.65,0.663,-0.663,1.02,-1.02 +0.8,11.962,0.584,-0.584,0.938,-0.938 + +#: E(P=1) [GeV],70.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],11.498 +#: X,0.02 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,9.907,1.051,-1.051,0.623,-0.623 +0.3,12.662,1.23,-1.23,0.545,-0.545 +0.4,11.235,1.083,-1.083,0.765,-0.765 +0.5,10.952,1.08,-1.08,0.58,-0.58 +0.6,7.971,0.905,-0.905,0.566,-0.566 +0.7,8.39,0.905,-0.905,0.473,-0.473 +0.8,6.376,0.779,-0.779,0.548,-0.548 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table68.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table68.csv new file mode 100644 index 0000000000..83619b12f5 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table68.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t68 +#: name: Table 68 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 70.0 GeV and X =0.045. + +#: data_file: Table68.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 11.498 +#: E(P=1) [GeV],70.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],11.498 +#: X,0.045 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,18.419,0.667,-0.667,1.041,-1.041 +0.3,18.37,0.658,-0.658,0.918,-0.918 +0.4,17.715,0.632,-0.632,0.864,-0.864 +0.5,17.803,0.614,-0.614,1.042,-1.042 +0.6,17.11,0.595,-0.595,0.885,-0.885 +0.7,15.048,0.545,-0.545,0.951,-0.951 +0.8,14.664,0.535,-0.535,1.09,-1.09 + +#: E(P=1) [GeV],70.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],11.498 +#: X,0.045 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,14.293,1.064,-1.064,0.723,-0.723 +0.3,14.748,1.097,-1.097,0.795,-0.795 +0.4,12.371,0.959,-0.959,0.633,-0.633 +0.5,12.021,0.911,-0.911,0.584,-0.584 +0.6,10.062,0.837,-0.837,0.785,-0.785 +0.7,7.616,0.713,-0.713,0.514,-0.514 +0.8,7.661,0.72,-0.72,0.703,-0.703 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table69.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table69.csv new file mode 100644 index 0000000000..3c17b908fe --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table69.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t69 +#: name: Table 69 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 70.0 GeV and X =0.080. + +#: data_file: Table69.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 11.498 +#: E(P=1) [GeV],70.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],11.498 +#: X,0.08 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,19.882,0.614,-0.614,0.893,-0.893 +0.3,20.383,0.612,-0.612,0.857,-0.857 +0.4,20.756,0.605,-0.605,0.965,-0.965 +0.5,19.115,0.569,-0.569,0.994,-0.994 +0.6,18.882,0.554,-0.554,1.039,-1.039 +0.7,18.814,0.545,-0.545,1.139,-1.139 +0.8,16.883,0.511,-0.511,1.255,-1.255 + +#: E(P=1) [GeV],70.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],11.498 +#: X,0.08 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,15.93,1.01,-1.01,0.594,-0.594 +0.3,14.948,0.957,-0.957,0.438,-0.438 +0.4,13.346,0.886,-0.886,0.63,-0.63 +0.5,11.323,0.797,-0.797,0.6,-0.6 +0.6,9.141,0.69,-0.69,0.657,-0.657 +0.7,6.418,0.571,-0.571,0.462,-0.462 +0.8,6.608,0.573,-0.573,0.532,-0.532 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table70.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table70.csv new file mode 100644 index 0000000000..6f599b0064 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table70.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t70 +#: name: Table 70 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 70.0 GeV and X =0.125. + +#: data_file: Table70.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 11.498 +#: E(P=1) [GeV],70.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],11.498 +#: X,0.125 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,19.759,0.555,-0.555,0.647,-0.647 +0.3,19.852,0.551,-0.551,0.667,-0.667 +0.4,19.613,0.536,-0.536,0.627,-0.627 +0.5,18.421,0.507,-0.507,0.762,-0.762 +0.6,19.772,0.52,-0.52,0.886,-0.886 +0.7,19.328,0.502,-0.502,1.04,-1.04 +0.8,17.373,0.467,-0.467,1.058,-1.058 + +#: E(P=1) [GeV],70.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],11.498 +#: X,0.125 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,14.455,0.855,-0.855,0.451,-0.451 +0.3,12.218,0.769,-0.769,0.413,-0.413 +0.4,11.565,0.74,-0.74,0.443,-0.443 +0.5,8.236,0.611,-0.611,0.346,-0.346 +0.6,6.566,0.53,-0.53,0.387,-0.387 +0.7,5.407,0.469,-0.469,0.283,-0.283 +0.8,4.807,0.448,-0.448,0.314,-0.314 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table71.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table71.csv new file mode 100644 index 0000000000..3f25e7c548 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table71.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t71 +#: name: Table 71 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 70.0 GeV and X =0.175. + +#: data_file: Table71.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 11.498 +#: E(P=1) [GeV],70.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],11.498 +#: X,0.175 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,17.245,0.525,-0.525,0.486,-0.486 +0.3,17.929,0.53,-0.53,0.503,-0.503 +0.4,19.081,0.541,-0.541,0.526,-0.526 +0.5,18.03,0.509,-0.509,0.638,-0.638 +0.6,18.066,0.506,-0.506,0.709,-0.709 +0.7,17.281,0.485,-0.485,0.78,-0.78 +0.8,16.83,0.469,-0.469,0.943,-0.943 + +#: E(P=1) [GeV],70.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],11.498 +#: X,0.175 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,14.584,0.866,-0.866,0.465,-0.465 +0.3,11.122,0.753,-0.753,0.394,-0.394 +0.4,8.841,0.652,-0.652,0.33,-0.33 +0.5,6.757,0.55,-0.55,0.336,-0.336 +0.6,6.546,0.548,-0.548,0.264,-0.264 +0.7,3.847,0.404,-0.404,0.246,-0.246 +0.8,3.454,0.376,-0.376,0.258,-0.258 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table72.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table72.csv new file mode 100644 index 0000000000..c8f98d01b1 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table72.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t72 +#: name: Table 72 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 70.0 GeV and X =0.225. + +#: data_file: Table72.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 11.498 +#: E(P=1) [GeV],70.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],11.498 +#: X,0.225 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,15.696,0.506,-0.506,0.378,-0.378 +0.3,16.495,0.52,-0.52,0.378,-0.378 +0.4,16.42,0.508,-0.508,0.375,-0.375 +0.5,15.417,0.481,-0.481,0.468,-0.468 +0.6,15.902,0.482,-0.482,0.495,-0.495 +0.7,16.204,0.476,-0.476,0.629,-0.629 +0.8,15.419,0.462,-0.462,0.852,-0.852 + +#: E(P=1) [GeV],70.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],11.498 +#: X,0.225 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,12.781,0.814,-0.814,0.555,-0.555 +0.3,9.357,0.689,-0.689,0.435,-0.435 +0.4,7.267,0.589,-0.589,0.27,-0.27 +0.5,4.852,0.469,-0.469,0.226,-0.226 +0.6,3.591,0.403,-0.403,0.245,-0.245 +0.7,3.085,0.37,-0.37,0.182,-0.182 +0.8,2.161,0.291,-0.291,0.157,-0.157 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table73.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table73.csv new file mode 100644 index 0000000000..ae41b49ae2 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table73.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t73 +#: name: Table 73 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 70.0 GeV and X =0.275. + +#: data_file: Table73.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 11.498 +#: E(P=1) [GeV],70.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],11.498 +#: X,0.275 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,14.496,0.496,-0.496,0.617,-0.617 +0.3,15.012,0.51,-0.51,0.673,-0.673 +0.4,13.267,0.46,-0.46,0.392,-0.392 +0.5,14.049,0.47,-0.47,0.366,-0.366 +0.6,13.746,0.451,-0.451,0.348,-0.348 +0.7,13.746,0.449,-0.449,0.458,-0.458 +0.8,12.851,0.424,-0.424,0.652,-0.652 + +#: E(P=1) [GeV],70.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],11.498 +#: X,0.275 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,9.279,0.693,-0.693,0.366,-0.366 +0.3,7.273,0.627,-0.627,0.422,-0.422 +0.4,6.205,0.567,-0.567,0.299,-0.299 +0.5,3.505,0.407,-0.407,0.192,-0.192 +0.6,2.575,0.338,-0.338,0.127,-0.127 +0.7,1.955,0.288,-0.288,0.14,-0.14 +0.8,1.652,0.262,-0.262,0.201,-0.201 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table74.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table74.csv new file mode 100644 index 0000000000..31ecaeb9f5 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table74.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t74 +#: name: Table 74 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 70.0 GeV and X =0.350. + +#: data_file: Table74.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 11.498 +#: E(P=1) [GeV],70.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],11.498 +#: X,0.35 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,11.166,0.314,-0.314,0.69,-0.69 +0.3,10.472,0.298,-0.298,0.567,-0.567 +0.4,10.461,0.294,-0.294,0.518,-0.518 +0.5,10.073,0.282,-0.282,0.361,-0.361 +0.6,10.354,0.281,-0.281,0.314,-0.314 +0.7,10.093,0.274,-0.274,0.318,-0.318 +0.8,10.244,0.274,-0.274,0.45,-0.45 + +#: E(P=1) [GeV],70.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],11.498 +#: X,0.35 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,6.582,0.418,-0.418,0.44,-0.44 +0.3,4.915,0.366,-0.366,0.258,-0.258 +0.4,3.769,0.302,-0.302,0.162,-0.162 +0.5,2.718,0.26,-0.26,0.103,-0.103 +0.6,1.644,0.194,-0.194,0.072,-0.072 +0.7,0.963,0.144,-0.144,0.07,-0.07 +0.8,0.801,0.13,-0.13,0.051,-0.051 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table75.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table75.csv new file mode 100644 index 0000000000..465ef685af --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table75.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t75 +#: name: Table 75 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 70.0 GeV and X =0.450. + +#: data_file: Table75.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 11.498 +#: E(P=1) [GeV],70.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],11.498 +#: X,0.45 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,7.427,0.251,-0.251,0.685,-0.685 +0.3,7.553,0.256,-0.256,0.622,-0.622 +0.4,6.352,0.227,-0.227,0.506,-0.506 +0.5,6.599,0.23,-0.23,0.486,-0.486 +0.6,5.953,0.214,-0.214,0.343,-0.343 +0.7,6.072,0.216,-0.216,0.32,-0.32 +0.8,5.885,0.214,-0.214,0.317,-0.317 + +#: E(P=1) [GeV],70.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],11.498 +#: X,0.45 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,3.851,0.315,-0.315,0.371,-0.371 +0.3,3.021,0.283,-0.283,0.3,-0.3 +0.4,2.163,0.231,-0.231,0.196,-0.196 +0.5,1.316,0.176,-0.176,0.045,-0.045 +0.6,0.839,0.136,-0.136,0.052,-0.052 +0.7,0.387,0.091,-0.091,0.027,-0.027 +0.8,0.348,0.084,-0.084,0.03,-0.03 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table76.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table76.csv new file mode 100644 index 0000000000..6f262870be --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table76.csv @@ -0,0 +1,33 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t76 +#: name: Table 76 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 70.0 GeV and X =0.550. + +#: data_file: Table76.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 11.498 +#: E(P=1) [GeV],70.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],11.498 +#: X,0.55 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,4.086,0.177,-0.177,0.558,-0.558 +0.3,3.696,0.17,-0.17,0.567,-0.567 +0.4,3.732,0.172,-0.172,0.47,-0.47 +0.5,3.403,0.16,-0.16,0.335,-0.335 +0.6,3.385,0.16,-0.16,0.319,-0.319 +0.7,3.028,0.149,-0.149,0.223,-0.223 + +#: E(P=1) [GeV],70.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],11.498 +#: X,0.55 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,2.377,0.239,-0.239,0.382,-0.382 +0.3,1.541,0.193,-0.193,0.144,-0.144 +0.4,1.051,0.16,-0.16,0.14,-0.14 +0.5,0.76,0.131,-0.131,0.084,-0.084 +0.6,0.423,0.099,-0.099,0.062,-0.062 +0.7,0.191,0.06,-0.06,0.013,-0.013 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table77.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table77.csv new file mode 100644 index 0000000000..c1208a6cd9 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table77.csv @@ -0,0 +1,33 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t77 +#: name: Table 77 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 70.0 GeV and X =0.650. + +#: data_file: Table77.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 11.498 +#: E(P=1) [GeV],70.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],11.498 +#: X,0.65 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,1.727,0.099,-0.099,0.315,-0.315 +0.3,1.58,0.099,-0.099,0.234,-0.234 +0.4,1.457,0.096,-0.096,0.214,-0.214 +0.5,1.404,0.092,-0.092,0.204,-0.204 +0.6,1.306,0.089,-0.089,0.157,-0.157 +0.7,1.518,0.101,-0.101,0.167,-0.167 + +#: E(P=1) [GeV],70.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],11.498 +#: X,0.65 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.2,0.823,0.119,-0.119,0.136,-0.136 +0.3,0.601,0.106,-0.106,0.114,-0.114 +0.4,0.484,0.096,-0.096,0.089,-0.089 +0.5,0.354,0.079,-0.079,0.057,-0.057 +0.6,0.141,0.049,-0.049,0.024,-0.024 +0.7,0.113,0.043,-0.043,0.018,-0.018 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table78.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table78.csv new file mode 100644 index 0000000000..23af87be85 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table78.csv @@ -0,0 +1,37 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t78 +#: name: Table 78 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 90.0 GeV and X =0.020. + +#: data_file: Table78.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.028 +#: E(P=1) [GeV],90.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],13.028 +#: X,0.02 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,12.825,0.766,-0.766,0.616,-0.616 +0.2,15.434,0.866,-0.866,0.849,-0.849 +0.3,14.872,0.816,-0.816,0.708,-0.708 +0.4,16.087,0.843,-0.843,0.815,-0.815 +0.5,14.31,0.768,-0.768,0.769,-0.769 +0.6,14.739,0.768,-0.768,0.76,-0.76 +0.7,15.04,0.774,-0.774,1.111,-1.111 +0.8,13.127,0.709,-0.709,0.958,-0.958 + +#: E(P=1) [GeV],90.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],13.028 +#: X,0.02 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,11.961,1.538,-1.538,1.003,-1.003 +0.2,11.843,1.513,-1.513,0.544,-0.544 +0.3,10.611,1.385,-1.385,0.388,-0.388 +0.4,10.98,1.385,-1.385,0.649,-0.649 +0.5,11.83,1.417,-1.417,0.829,-0.829 +0.6,10.214,1.34,-1.34,0.754,-0.754 +0.7,7.408,1.089,-1.089,0.542,-0.542 +0.8,6.242,0.991,-0.991,0.509,-0.509 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table79.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table79.csv new file mode 100644 index 0000000000..e17f4b5b13 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table79.csv @@ -0,0 +1,37 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t79 +#: name: Table 79 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 90.0 GeV and X =0.045. + +#: data_file: Table79.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.028 +#: E(P=1) [GeV],90.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],13.028 +#: X,0.045 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,16.443,0.721,-0.721,0.966,-0.966 +0.2,19.744,0.813,-0.813,0.843,-0.843 +0.3,19.286,0.787,-0.787,0.846,-0.846 +0.4,18.792,0.747,-0.747,0.993,-0.993 +0.5,18.498,0.727,-0.727,1.072,-1.072 +0.6,17.181,0.692,-0.692,1.023,-1.023 +0.7,18.28,0.707,-0.707,1.246,-1.246 +0.8,15.504,0.643,-0.643,0.992,-0.992 + +#: E(P=1) [GeV],90.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],13.028 +#: X,0.045 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,15.575,1.439,-1.439,0.822,-0.822 +0.2,16.835,1.538,-1.538,0.779,-0.779 +0.3,16.94,1.473,-1.473,0.953,-0.953 +0.4,14.812,1.355,-1.355,0.715,-0.715 +0.5,11.894,1.19,-1.19,0.74,-0.74 +0.6,10.706,1.095,-1.095,0.781,-0.781 +0.7,10.1,1.083,-1.083,1.154,-1.154 +0.8,6.48,0.824,-0.824,0.429,-0.429 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table80.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table80.csv new file mode 100644 index 0000000000..ae9a6b4e25 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table80.csv @@ -0,0 +1,37 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t80 +#: name: Table 80 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 90.0 GeV and X =0.080. + +#: data_file: Table80.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.028 +#: E(P=1) [GeV],90.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],13.028 +#: X,0.08 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,20.335,0.719,-0.719,0.852,-0.852 +0.2,21.3,0.745,-0.745,0.837,-0.837 +0.3,20.231,0.702,-0.702,0.777,-0.777 +0.4,20.748,0.698,-0.698,0.939,-0.939 +0.5,20.048,0.673,-0.673,0.971,-0.971 +0.6,20.083,0.663,-0.663,1.126,-1.126 +0.7,18.462,0.628,-0.628,0.981,-0.981 +0.8,17.086,0.59,-0.59,1.261,-1.261 + +#: E(P=1) [GeV],90.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],13.028 +#: X,0.08 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,17.23,1.296,-1.296,0.751,-0.751 +0.2,16.727,1.318,-1.318,0.664,-0.664 +0.3,15.949,1.247,-1.247,0.645,-0.645 +0.4,11.839,1.04,-1.04,0.568,-0.568 +0.5,9.178,0.887,-0.887,0.516,-0.516 +0.6,7.529,0.797,-0.797,0.556,-0.556 +0.7,7.92,0.845,-0.845,0.65,-0.65 +0.8,6.391,0.753,-0.753,0.647,-0.647 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table81.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table81.csv new file mode 100644 index 0000000000..9b7afa59da --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table81.csv @@ -0,0 +1,37 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t81 +#: name: Table 81 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 90.0 GeV and X =0.125. + +#: data_file: Table81.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.028 +#: E(P=1) [GeV],90.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],13.028 +#: X,0.125 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,20.21,0.647,-0.647,0.644,-0.644 +0.2,20.827,0.669,-0.669,0.596,-0.596 +0.3,19.199,0.621,-0.621,0.736,-0.736 +0.4,19.956,0.626,-0.626,0.569,-0.569 +0.5,18.258,0.58,-0.58,0.706,-0.706 +0.6,19.623,0.604,-0.604,0.944,-0.944 +0.7,18.504,0.576,-0.576,1.176,-1.176 +0.8,17.855,0.559,-0.559,1.078,-1.078 + +#: E(P=1) [GeV],90.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],13.028 +#: X,0.125 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,16.922,1.181,-1.181,0.737,-0.737 +0.2,13.439,1.052,-1.052,0.592,-0.592 +0.3,11.322,0.936,-0.936,0.34,-0.34 +0.4,12.02,0.951,-0.951,0.575,-0.575 +0.5,8.638,0.784,-0.784,0.35,-0.35 +0.6,6.77,0.688,-0.688,0.345,-0.345 +0.7,5.233,0.597,-0.597,0.44,-0.44 +0.8,4.299,0.561,-0.561,0.345,-0.345 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table82.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table82.csv new file mode 100644 index 0000000000..a780b40599 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table82.csv @@ -0,0 +1,37 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t82 +#: name: Table 82 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 90.0 GeV and X =0.175. + +#: data_file: Table82.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.028 +#: E(P=1) [GeV],90.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],13.028 +#: X,0.175 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,18.918,0.637,-0.637,0.513,-0.513 +0.2,19.277,0.656,-0.656,0.491,-0.491 +0.3,18.449,0.626,-0.626,0.49,-0.49 +0.4,18.825,0.618,-0.618,0.452,-0.452 +0.5,17.481,0.579,-0.579,0.521,-0.521 +0.6,17.657,0.578,-0.578,0.684,-0.684 +0.7,17.322,0.57,-0.57,0.998,-0.998 +0.8,16.661,0.55,-0.55,1.014,-1.014 + +#: E(P=1) [GeV],90.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],13.028 +#: X,0.175 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,14.78,1.098,-1.098,0.642,-0.642 +0.2,12.867,1.042,-1.042,0.511,-0.511 +0.3,10.903,0.94,-0.94,0.4,-0.4 +0.4,6.601,0.698,-0.698,0.325,-0.325 +0.5,6.142,0.669,-0.669,0.357,-0.357 +0.6,4.624,0.573,-0.573,0.2,-0.2 +0.7,3.847,0.51,-0.51,0.187,-0.187 +0.8,2.905,0.446,-0.446,0.27,-0.27 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table83.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table83.csv new file mode 100644 index 0000000000..c750d17d28 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table83.csv @@ -0,0 +1,37 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t83 +#: name: Table 83 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 90.0 GeV and X =0.225. + +#: data_file: Table83.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.028 +#: E(P=1) [GeV],90.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],13.028 +#: X,0.225 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,16.883,0.608,-0.608,0.826,-0.826 +0.2,17.317,0.632,-0.632,0.571,-0.571 +0.3,17.233,0.611,-0.611,0.444,-0.444 +0.4,15.543,0.569,-0.569,0.411,-0.411 +0.5,14.807,0.542,-0.542,0.401,-0.401 +0.6,14.869,0.536,-0.536,0.479,-0.479 +0.7,15.382,0.542,-0.542,0.643,-0.643 +0.8,15.726,0.552,-0.552,0.594,-0.594 + +#: E(P=1) [GeV],90.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],13.028 +#: X,0.225 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,14.335,1.099,-1.099,0.774,-0.774 +0.2,11.231,0.994,-0.994,0.612,-0.612 +0.3,10.68,0.957,-0.957,0.326,-0.326 +0.4,6.46,0.71,-0.71,0.209,-0.209 +0.5,5.346,0.616,-0.616,0.213,-0.213 +0.6,3.725,0.515,-0.515,0.296,-0.296 +0.7,2.971,0.464,-0.464,0.345,-0.345 +0.8,2.632,0.439,-0.439,0.198,-0.198 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table84.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table84.csv new file mode 100644 index 0000000000..028a35abbf --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table84.csv @@ -0,0 +1,37 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t84 +#: name: Table 84 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 90.0 GeV and X =0.275. + +#: data_file: Table84.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.028 +#: E(P=1) [GeV],90.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],13.028 +#: X,0.275 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,14.456,0.571,-0.571,0.565,-0.565 +0.2,14.275,0.577,-0.577,0.734,-0.734 +0.3,15.234,0.591,-0.591,0.721,-0.721 +0.4,13.732,0.546,-0.546,0.388,-0.388 +0.5,14.315,0.548,-0.548,0.408,-0.408 +0.6,13.212,0.517,-0.517,0.354,-0.354 +0.7,13.745,0.526,-0.526,0.471,-0.471 +0.8,13.377,0.521,-0.521,0.727,-0.727 + +#: E(P=1) [GeV],90.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],13.028 +#: X,0.275 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,12.893,1.056,-1.056,0.706,-0.706 +0.2,9.465,0.915,-0.915,0.466,-0.466 +0.3,7.398,0.791,-0.791,0.329,-0.329 +0.4,5.19,0.635,-0.635,0.22,-0.22 +0.5,3.352,0.502,-0.502,0.16,-0.16 +0.6,3.104,0.485,-0.485,0.142,-0.142 +0.7,2.039,0.383,-0.383,0.138,-0.138 +0.8,1.461,0.325,-0.325,0.061,-0.061 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table85.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table85.csv new file mode 100644 index 0000000000..1a160ea841 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table85.csv @@ -0,0 +1,37 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t85 +#: name: Table 85 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 90.0 GeV and X =0.350. + +#: data_file: Table85.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.028 +#: E(P=1) [GeV],90.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],13.028 +#: X,0.35 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,11.706,0.365,-0.365,0.872,-0.872 +0.2,11.021,0.364,-0.364,0.615,-0.615 +0.3,11.254,0.362,-0.362,0.696,-0.696 +0.4,10.328,0.335,-0.335,0.6,-0.6 +0.5,10.011,0.326,-0.326,0.366,-0.366 +0.6,9.734,0.316,-0.316,0.269,-0.269 +0.7,9.176,0.304,-0.304,0.279,-0.279 +0.8,9.881,0.32,-0.32,0.465,-0.465 + +#: E(P=1) [GeV],90.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],13.028 +#: X,0.35 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,7.597,0.549,-0.549,0.554,-0.554 +0.2,7.468,0.575,-0.575,0.486,-0.486 +0.3,5.326,0.483,-0.483,0.293,-0.293 +0.4,3.836,0.401,-0.401,0.237,-0.237 +0.5,2.665,0.323,-0.323,0.11,-0.11 +0.6,1.894,0.26,-0.26,0.126,-0.126 +0.7,1.125,0.2,-0.2,0.049,-0.049 +0.8,0.729,0.158,-0.158,0.08,-0.08 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table86.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table86.csv new file mode 100644 index 0000000000..a9f05eb958 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table86.csv @@ -0,0 +1,37 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t86 +#: name: Table 86 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 90.0 GeV and X =0.450. + +#: data_file: Table86.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.028 +#: E(P=1) [GeV],90.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],13.028 +#: X,0.45 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,7.579,0.289,-0.289,0.954,-0.954 +0.2,7.294,0.292,-0.292,0.745,-0.745 +0.3,6.958,0.284,-0.284,0.691,-0.691 +0.4,6.548,0.268,-0.268,0.526,-0.526 +0.5,6.009,0.252,-0.252,0.417,-0.417 +0.6,5.818,0.247,-0.247,0.332,-0.332 +0.7,5.756,0.245,-0.245,0.322,-0.322 +0.8,5.289,0.235,-0.235,0.28,-0.28 + +#: E(P=1) [GeV],90.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],13.028 +#: X,0.45 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,5.524,0.471,-0.471,0.855,-0.855 +0.2,3.559,0.384,-0.384,0.367,-0.367 +0.3,3.149,0.349,-0.349,0.358,-0.358 +0.4,1.673,0.253,-0.253,0.117,-0.117 +0.5,1.803,0.255,-0.255,0.082,-0.082 +0.6,0.909,0.186,-0.186,0.08,-0.08 +0.7,0.713,0.157,-0.157,0.067,-0.067 +0.8,0.26,0.096,-0.096,0.026,-0.026 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table87.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table87.csv new file mode 100644 index 0000000000..c3eb5c3d74 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table87.csv @@ -0,0 +1,37 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t87 +#: name: Table 87 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 90.0 GeV and X =0.550. + +#: data_file: Table87.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.028 +#: E(P=1) [GeV],90.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],13.028 +#: X,0.55 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,4.269,0.203,-0.203,0.692,-0.692 +0.2,4.429,0.219,-0.219,0.616,-0.616 +0.3,3.382,0.186,-0.186,0.454,-0.454 +0.4,3.608,0.192,-0.192,0.371,-0.371 +0.5,3.02,0.17,-0.17,0.326,-0.326 +0.6,3.044,0.175,-0.175,0.243,-0.243 +0.7,2.87,0.171,-0.171,0.225,-0.225 +0.8,2.661,0.169,-0.169,0.238,-0.238 + +#: E(P=1) [GeV],90.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],13.028 +#: X,0.55 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,2.661,0.299,-0.299,0.46,-0.46 +0.2,1.999,0.272,-0.272,0.282,-0.282 +0.3,1.618,0.253,-0.253,0.13,-0.13 +0.4,0.708,0.156,-0.156,0.092,-0.092 +0.5,0.385,0.106,-0.106,0.033,-0.033 +0.6,0.383,0.121,-0.121,0.065,-0.065 +0.7,0.148,0.068,-0.068,0.021,-0.021 +0.8,0.311,0.108,-0.108,0.033,-0.033 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table88.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table88.csv new file mode 100644 index 0000000000..8470948abb --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table88.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t88 +#: name: Table 88 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 90.0 GeV and X =0.650. + +#: data_file: Table88.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 13.028 +#: E(P=1) [GeV],90.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],13.028 +#: X,0.65 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,1.746,0.112,-0.112,0.376,-0.376 +0.2,1.595,0.114,-0.114,0.348,-0.348 +0.3,1.685,0.117,-0.117,0.309,-0.309 +0.4,1.396,0.103,-0.103,0.222,-0.222 +0.5,1.194,0.095,-0.095,0.164,-0.164 +0.6,1.144,0.092,-0.092,0.153,-0.153 +0.7,1.073,0.096,-0.096,0.11,-0.11 + +#: E(P=1) [GeV],90.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],13.028 +#: X,0.65 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,1.857,0.218,-0.218,0.396,-0.396 +0.2,0.845,0.148,-0.148,0.183,-0.183 +0.3,0.743,0.151,-0.151,0.124,-0.124 +0.4,0.35,0.102,-0.102,0.075,-0.075 +0.5,0.343,0.098,-0.098,0.055,-0.055 +0.6,0.114,0.059,-0.059,0.01,-0.01 +0.7,0.094,0.05,-0.05,0.018,-0.018 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table89.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table89.csv new file mode 100644 index 0000000000..a7fc75f9a1 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table89.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t89 +#: name: Table 89 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 110.0 GeV and X =0.020. + +#: data_file: Table89.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 14.396 +#: E(P=1) [GeV],110.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],14.396 +#: X,0.02 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,14.502,1.019,-1.019,0.722,-0.722 +0.2,16.872,1.083,-1.083,0.687,-0.687 +0.3,17.208,1.082,-1.082,0.69,-0.69 +0.4,16.933,1.03,-1.03,0.862,-0.862 +0.5,15.306,0.953,-0.953,1.012,-1.012 +0.6,14.122,0.913,-0.913,0.966,-0.966 +0.7,14.472,0.907,-0.907,1.044,-1.044 + +#: E(P=1) [GeV],110.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],14.396 +#: X,0.02 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,12.429,2.062,-2.062,0.525,-0.525 +0.2,14.694,2.202,-2.202,1.176,-1.176 +0.3,11.563,1.907,-1.907,0.609,-0.609 +0.4,10.559,1.811,-1.811,0.515,-0.515 +0.5,10.65,1.81,-1.81,1.3,-1.3 +0.6,10.193,1.696,-1.696,0.849,-0.849 +0.7,9.16,1.627,-1.627,1.194,-1.194 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table90.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table90.csv new file mode 100644 index 0000000000..b878d9a339 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table90.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t90 +#: name: Table 90 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 110.0 GeV and X =0.045. + +#: data_file: Table90.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 14.396 +#: E(P=1) [GeV],110.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],14.396 +#: X,0.045 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,18.423,0.949,-0.949,0.954,-0.954 +0.2,21.561,1.025,-1.025,0.914,-0.914 +0.3,21.093,0.97,-0.97,1.05,-1.05 +0.4,20.84,0.946,-0.946,0.792,-0.792 +0.5,16.288,0.797,-0.797,0.958,-0.958 +0.6,19.745,0.913,-0.913,1.543,-1.543 +0.7,16.53,0.811,-0.811,1.243,-1.243 + +#: E(P=1) [GeV],110.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],14.396 +#: X,0.045 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,19.696,2.189,-2.189,1.189,-1.189 +0.2,17.97,2.051,-2.051,0.943,-0.943 +0.3,14.162,1.804,-1.804,0.466,-0.466 +0.4,14.797,1.729,-1.729,0.596,-0.596 +0.5,10.828,1.45,-1.45,0.951,-0.951 +0.6,9.82,1.425,-1.425,0.902,-0.902 +0.7,6.977,1.138,-1.138,0.641,-0.641 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table91.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table91.csv new file mode 100644 index 0000000000..862a36db58 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table91.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t91 +#: name: Table 91 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 110.0 GeV and X =0.080. + +#: data_file: Table91.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 14.396 +#: E(P=1) [GeV],110.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],14.396 +#: X,0.08 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,19.968,0.871,-0.871,0.875,-0.875 +0.2,20.921,0.873,-0.873,0.779,-0.779 +0.3,20.849,0.843,-0.843,0.754,-0.754 +0.4,21.154,0.84,-0.84,1.004,-1.004 +0.5,20.471,0.808,-0.808,0.977,-0.977 +0.6,19.008,0.775,-0.775,1.179,-1.179 +0.7,19.097,0.779,-0.779,1.297,-1.297 + +#: E(P=1) [GeV],110.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],14.396 +#: X,0.08 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,17.654,1.767,-1.767,1.109,-1.109 +0.2,17.632,1.778,-1.778,0.54,-0.54 +0.3,14.61,1.509,-1.509,0.794,-0.794 +0.4,13.237,1.443,-1.443,0.658,-0.658 +0.5,9.266,1.2,-1.2,0.658,-0.658 +0.6,7.161,1.018,-1.018,0.711,-0.711 +0.7,8.429,1.146,-1.146,0.723,-0.723 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table92.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table92.csv new file mode 100644 index 0000000000..461570a128 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table92.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t92 +#: name: Table 92 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 110.0 GeV and X =0.125. + +#: data_file: Table92.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 14.396 +#: E(P=1) [GeV],110.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],14.396 +#: X,0.125 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,19.106,0.768,-0.768,0.612,-0.612 +0.2,20.153,0.772,-0.772,0.905,-0.905 +0.3,19.782,0.745,-0.745,0.606,-0.606 +0.4,19.862,0.737,-0.737,0.571,-0.571 +0.5,19.666,0.717,-0.717,0.917,-0.917 +0.6,18.049,0.682,-0.682,0.969,-0.969 +0.7,18.977,0.707,-0.707,1.204,-1.204 + +#: E(P=1) [GeV],110.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],14.396 +#: X,0.125 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,17.186,1.563,-1.563,0.736,-0.736 +0.2,15.941,1.522,-1.522,0.696,-0.696 +0.3,12.866,1.299,-1.299,0.48,-0.48 +0.4,9.687,1.119,-1.119,0.459,-0.459 +0.5,8.679,1.01,-1.01,0.478,-0.478 +0.6,6.731,0.92,-0.92,0.414,-0.414 +0.7,4.921,0.761,-0.761,0.521,-0.521 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table93.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table93.csv new file mode 100644 index 0000000000..be5a538713 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table93.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t93 +#: name: Table 93 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 110.0 GeV and X =0.175. + +#: data_file: Table93.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 14.396 +#: E(P=1) [GeV],110.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],14.396 +#: X,0.175 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,18.599,0.762,-0.762,0.735,-0.735 +0.2,18.741,0.755,-0.755,0.828,-0.828 +0.3,18.551,0.725,-0.725,0.961,-0.961 +0.4,18.829,0.729,-0.729,0.461,-0.461 +0.5,18.042,0.706,-0.706,0.77,-0.77 +0.6,17.241,0.693,-0.693,0.661,-0.661 +0.7,16.4,0.666,-0.666,0.923,-0.923 + +#: E(P=1) [GeV],110.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],14.396 +#: X,0.175 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,12.996,1.358,-1.358,0.809,-0.809 +0.2,13.509,1.382,-1.382,0.743,-0.743 +0.3,11.095,1.214,-1.214,0.401,-0.401 +0.4,10.939,1.22,-1.22,0.419,-0.419 +0.5,6.228,0.856,-0.856,0.346,-0.346 +0.6,4.419,0.718,-0.718,0.372,-0.372 +0.7,4.658,0.791,-0.791,0.466,-0.466 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table94.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table94.csv new file mode 100644 index 0000000000..ed139fc3cb --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table94.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t94 +#: name: Table 94 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 110.0 GeV and X =0.225. + +#: data_file: Table94.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 14.396 +#: E(P=1) [GeV],110.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],14.396 +#: X,0.225 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,17.096,0.736,-0.736,0.678,-0.678 +0.2,15.514,0.695,-0.695,0.87,-0.87 +0.3,16.511,0.704,-0.704,0.364,-0.364 +0.4,15.377,0.664,-0.664,0.466,-0.466 +0.5,15.78,0.672,-0.672,0.47,-0.47 +0.6,15.205,0.659,-0.659,0.665,-0.665 +0.7,14.902,0.649,-0.649,0.784,-0.784 + +#: E(P=1) [GeV],110.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],14.396 +#: X,0.225 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,13.405,1.402,-1.402,0.81,-0.81 +0.2,11.603,1.299,-1.299,0.752,-0.752 +0.3,7.446,0.986,-0.986,0.322,-0.322 +0.4,9.178,1.155,-1.155,0.917,-0.917 +0.5,3.944,0.709,-0.709,0.251,-0.251 +0.6,3.489,0.653,-0.653,0.153,-0.153 +0.7,2.498,0.58,-0.58,0.27,-0.27 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table95.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table95.csv new file mode 100644 index 0000000000..4efca304d1 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table95.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t95 +#: name: Table 95 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 110.0 GeV and X =0.275. + +#: data_file: Table95.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 14.396 +#: E(P=1) [GeV],110.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],14.396 +#: X,0.275 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,14.383,0.676,-0.676,0.784,-0.784 +0.2,15.508,0.712,-0.712,0.716,-0.716 +0.3,14.869,0.675,-0.675,0.635,-0.635 +0.4,14.398,0.66,-0.66,0.457,-0.457 +0.5,13.045,0.615,-0.615,0.385,-0.385 +0.6,13.526,0.636,-0.636,0.487,-0.487 +0.7,13.003,0.622,-0.622,0.62,-0.62 + +#: E(P=1) [GeV],110.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],14.396 +#: X,0.275 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,12.345,1.339,-1.339,1.031,-1.031 +0.2,8.519,1.122,-1.122,0.604,-0.604 +0.3,5.315,0.814,-0.814,0.209,-0.209 +0.4,4.729,0.798,-0.798,0.265,-0.265 +0.5,4.375,0.747,-0.747,0.231,-0.231 +0.6,3.312,0.628,-0.628,0.322,-0.322 +0.7,1.31,0.39,-0.39,0.133,-0.133 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table96.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table96.csv new file mode 100644 index 0000000000..8b8089333c --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table96.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t96 +#: name: Table 96 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 110.0 GeV and X =0.350. + +#: data_file: Table96.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 14.396 +#: E(P=1) [GeV],110.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],14.396 +#: X,0.35 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,11.23,0.423,-0.423,1.034,-1.034 +0.2,10.325,0.407,-0.407,0.748,-0.748 +0.3,10.61,0.404,-0.404,0.624,-0.624 +0.4,11.247,0.422,-0.422,0.555,-0.555 +0.5,11.091,0.409,-0.409,0.463,-0.463 +0.6,10.291,0.391,-0.391,0.353,-0.353 +0.7,10.204,0.393,-0.393,0.52,-0.52 + +#: E(P=1) [GeV],110.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],14.396 +#: X,0.35 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,9.722,0.83,-0.83,0.92,-0.92 +0.2,5.518,0.636,-0.636,0.399,-0.399 +0.3,4.856,0.568,-0.568,0.355,-0.355 +0.4,4.175,0.527,-0.527,0.249,-0.249 +0.5,2.462,0.405,-0.405,0.152,-0.152 +0.6,1.788,0.335,-0.335,0.142,-0.142 +0.7,0.805,0.222,-0.222,0.074,-0.074 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table97.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table97.csv new file mode 100644 index 0000000000..8b2945b64e --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table97.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t97 +#: name: Table 97 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 110.0 GeV and X =0.450. + +#: data_file: Table97.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 14.396 +#: E(P=1) [GeV],110.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],14.396 +#: X,0.45 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,8.142,0.361,-0.361,0.986,-0.986 +0.2,6.95,0.328,-0.328,0.823,-0.823 +0.3,6.782,0.32,-0.32,0.702,-0.702 +0.4,6.5,0.308,-0.308,0.487,-0.487 +0.5,5.899,0.294,-0.294,0.37,-0.37 +0.6,6.266,0.307,-0.307,0.27,-0.27 +0.7,5.593,0.287,-0.287,0.193,-0.193 + +#: E(P=1) [GeV],110.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],14.396 +#: X,0.45 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,5.121,0.569,-0.569,0.71,-0.71 +0.2,3.109,0.432,-0.432,0.404,-0.404 +0.3,3.1,0.447,-0.447,0.199,-0.199 +0.4,1.264,0.278,-0.278,0.095,-0.095 +0.5,1.181,0.268,-0.268,0.066,-0.066 +0.6,0.97,0.254,-0.254,0.067,-0.067 +0.7,0.722,0.22,-0.22,0.079,-0.079 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table98.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table98.csv new file mode 100644 index 0000000000..8dfc1ec28d --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table98.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t98 +#: name: Table 98 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 110.0 GeV and X =0.550. + +#: data_file: Table98.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 14.396 +#: E(P=1) [GeV],110.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],14.396 +#: X,0.55 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,4.009,0.228,-0.228,0.668,-0.668 +0.2,3.564,0.221,-0.221,0.485,-0.485 +0.3,3.325,0.213,-0.213,0.431,-0.431 +0.4,3.385,0.212,-0.212,0.379,-0.379 +0.5,3.136,0.202,-0.202,0.347,-0.347 +0.6,2.947,0.202,-0.202,0.177,-0.177 +0.7,3.134,0.214,-0.214,0.259,-0.259 + +#: E(P=1) [GeV],110.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],14.396 +#: X,0.55 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,2.822,0.393,-0.393,0.616,-0.616 +0.2,2.229,0.363,-0.363,0.336,-0.336 +0.3,1.214,0.241,-0.241,0.189,-0.189 +0.4,1.325,0.294,-0.294,0.221,-0.221 +0.5,0.412,0.15,-0.15,0.047,-0.047 +0.6,0.229,0.106,-0.106,0.024,-0.024 +0.7,0.059,0.059,-0.059,0.009,-0.009 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table99.csv b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table99.csv new file mode 100644 index 0000000000..7870449830 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/rawdata/Table99.csv @@ -0,0 +1,35 @@ +#: table_doi: 10.17182/hepdata.6187.v1/t99 +#: name: Table 99 +#: description: Measured cross sections for neutrino and anti-neutrino interactions at a mean energy 110.0 GeV and X =0.650. + +#: data_file: Table99.yaml +#: keyword reactions: NUMUBAR NUCLEON --> MU+ X | NUMU NUCLEON --> MU- X +#: keyword observables: D2SIG/DX/DY +#: keyword phrases: Inclusive | Double Differential Cross Section | Muon production | Charged Current | Deep Inelastic Scattering +#: keyword cmenergies: 14.396 +#: E(P=1) [GeV],110.0 +#: RE,NUMU NUCLEON --> MU- X +#: SQRT(S) [GeV],14.396 +#: X,0.65 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,1.776,0.129,-0.129,0.35,-0.35 +0.2,1.443,0.119,-0.119,0.284,-0.284 +0.3,1.487,0.122,-0.122,0.249,-0.249 +0.4,1.565,0.13,-0.13,0.234,-0.234 +0.5,1.454,0.126,-0.126,0.185,-0.185 +0.6,1.31,0.121,-0.121,0.159,-0.159 +0.7,1.067,0.11,-0.11,0.106,-0.106 + +#: E(P=1) [GeV],110.0 +#: RE,NUMUBAR NUCLEON --> MU+ X +#: SQRT(S) [GeV],14.396 +#: X,0.65 +Y,(1/E(P=1))*D(SIG)/DX/DY [FB/GEV],stat +,stat -,sys +,sys - +0.1,1.8,0.272,-0.272,0.337,-0.337 +0.2,0.622,0.143,-0.143,0.127,-0.127 +0.3,0.734,0.181,-0.181,0.09,-0.09 +0.4,0.519,0.156,-0.156,0.103,-0.103 +0.5,0.294,0.112,-0.112,0.034,-0.034 +0.6,0.134,0.081,-0.081,0.029,-0.029 +0.7,0.173,0.096,-0.096,0.026,-0.026 + diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/uncertainties_nb_hepdata.yaml b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/uncertainties_nb_hepdata.yaml new file mode 100644 index 0000000000..2a710bc1f2 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/uncertainties_nb_hepdata.yaml @@ -0,0 +1,1224 @@ +definitions: + stat: + description: statistical uncertainty + treatment: ADD + type: UNCORR + sys: + description: systematical uncertainty + treatment: MULT + type: CORR +bins: +- stat: 0.0506 + sys: 0.0865 +- stat: 0.048 + sys: 0.073 +- stat: 0.0477 + sys: 0.058499999999999996 +- stat: 0.044700000000000004 + sys: 0.056999999999999995 +- stat: 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sys: 0.0298 +- stat: 0.0201 + sys: 0.0211 +- stat: 0.0117 + sys: 0.032100000000000004 +- stat: 0.0109 + sys: 0.0206 +- stat: 0.0107 + sys: 0.014199999999999999 +- stat: 0.0098 + sys: 0.017499999999999998 From 7b55cac905bc05b98b8e1acd5641c6fdabe16c16 Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Tue, 22 Oct 2024 15:56:34 +0200 Subject: [PATCH 16/32] fix BR in EMC data --- .../EMC_NC_250GEV_DW/data_legacy_EM-F2C.yaml | 22 ---------- .../EMC_NC_250GEV_DW/data_rzero.yaml | 42 +++++++++---------- .../commondata/EMC_NC_250GEV_DW/metadata.yaml | 3 +- .../EMC_NC_250GEV_DW/uncertainties_rzero.yaml | 42 +++++++++---------- 4 files changed, 43 insertions(+), 66 deletions(-) delete mode 100644 nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/data_legacy_EM-F2C.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/data_legacy_EM-F2C.yaml b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/data_legacy_EM-F2C.yaml deleted file mode 100644 index 7cd3983b78..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/data_legacy_EM-F2C.yaml +++ /dev/null @@ -1,22 +0,0 @@ -data_central: -- 0.0044526 -- 0.0028454 -- 0.00861 -- 0.0051414 -- 0.01066 -- 0.0019926 -- 0.0067568 -- 0.014924 -- 0.005699 -- 0.008774 -- 0.0164 -- 0.002378 -- 0.00943 -- 0.014842 -- 0.0030914 -- 0.0054448 -- 0.008692 -- 0.0021484 -- 0.0022222 -- 0.0058056 -- 0.0022468 diff --git a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/data_rzero.yaml b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/data_rzero.yaml index 43e7346b64..7cd3983b78 100644 --- a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/data_rzero.yaml +++ b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/data_rzero.yaml @@ -1,22 +1,22 @@ data_central: -- 0.00543 -- 0.00347 -- 0.0105 -- 0.00627 -- 0.013 -- 0.00243 -- 0.00824 -- 0.0182 -- 0.00695 -- 0.0107 -- 0.02 -- 0.0029 -- 0.0115 -- 0.0181 -- 0.00377 -- 0.00664 -- 0.0106 -- 0.00262 -- 0.00271 -- 0.00708 -- 0.00274 +- 0.0044526 +- 0.0028454 +- 0.00861 +- 0.0051414 +- 0.01066 +- 0.0019926 +- 0.0067568 +- 0.014924 +- 0.005699 +- 0.008774 +- 0.0164 +- 0.002378 +- 0.00943 +- 0.014842 +- 0.0030914 +- 0.0054448 +- 0.008692 +- 0.0021484 +- 0.0022222 +- 0.0058056 +- 0.0022468 diff --git a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/metadata.yaml index 301448ce04..d238c54a9a 100644 --- a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/metadata.yaml @@ -65,6 +65,5 @@ implemented_observables: rzero: data_uncertainties: - uncertainties_rzero.yaml - data_central: data_rzero.yaml - data_central: data_legacy_EM-F2C.yaml + data_central: data_rzero.yaml ported_from: EMCF2C_dw_ite diff --git a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/uncertainties_rzero.yaml b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/uncertainties_rzero.yaml index a7d0d88d22..7cca568ff3 100644 --- a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/uncertainties_rzero.yaml +++ b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/uncertainties_rzero.yaml @@ -4,24 +4,24 @@ definitions: treatment: ADD type: UNCORR bins: -- stat: 0.00035 -- stat: 0.00058 -- stat: 0.0006 -- stat: 0.00083 -- stat: 0.0007 -- stat: 0.00149 -- stat: 0.00088 -- stat: 0.001 -- stat: 0.00322 -- stat: 0.0011 -- stat: 0.0013 -- stat: 0.00142 -- stat: 0.0013 -- stat: 0.0017 -- stat: 0.00172 -- stat: 0.00138 -- stat: 0.0017 -- stat: 0.00184 -- stat: 0.00102 -- stat: 0.00187 -- stat: 0.00152 +- stat: 0.000287 +- stat: 0.0004756 +- stat: 0.000492 +- stat: 0.0006806 +- stat: 0.000574 +- stat: 0.0012218 +- stat: 0.0007216 +- stat: 0.00082 +- stat: 0.0026404 +- stat: 0.000902 +- stat: 0.001066 +- stat: 0.0011644 +- stat: 0.001066 +- stat: 0.001394 +- stat: 0.0014104 +- stat: 0.0011316 +- stat: 0.001394 +- stat: 0.0015088 +- stat: 0.0008364 +- stat: 0.0015334 +- stat: 0.0012464 From 14ac0f5ab8ccc62bad69b7c787de17d7224df175 Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Tue, 22 Oct 2024 16:00:11 +0200 Subject: [PATCH 17/32] fix BR in EMC data --- .../nnpdf_data/commondata/EMC_NC_250GEV_DW/filter.py | 11 ++++++++--- 1 file changed, 8 insertions(+), 3 deletions(-) diff --git a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/filter.py b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/filter.py index b60f761277..c735845189 100644 --- a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV_DW/filter.py @@ -1,10 +1,15 @@ -"""Implement Hepdata F2 charm data from Table 1 (ie. fig 14 of the paper). EMC assumes R=0.""" +"""Implement Hepdata F2 charm data from Table 1 (ie. fig 14 of the paper). EMC assumes R=0. +Branching Ration of 0.82 has been included to match the normalization of the legacy version.""" import pandas as pd import pathlib import yaml HERE = pathlib.Path(__file__).parent +# Normalization factor, to match old implementation +# Most likely due to the Branching Ratio +NORM = 0.82 + def read_tables(): """Read Hepdata table.""" @@ -34,7 +39,7 @@ def write_files(df): """Write kinematics, central value and uncertainties files.""" # Write central data - data_central_yaml = {"data_central": [float(x) for x in df["F2"]]} + data_central_yaml = {"data_central": [round(float(x) * NORM, 7) for x in df["F2"]]} with open(HERE / "data_rzero.yaml", "w", encoding="utf-8") as file: yaml.dump(data_central_yaml, file) @@ -74,7 +79,7 @@ def write_files(df): error = [] for _, row in df.iterrows(): e = { - "stat": float(row["error+"]), + "stat": round(float(row["error+"]) * NORM, 7), } error.append(e) From ac33ad36b7984aa233ba6cd70102db499ae2ddd9 Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Wed, 23 Oct 2024 09:55:12 +0200 Subject: [PATCH 18/32] check degeneracy --- .../BCDMS_NC_NOTFIXED_D_HEPDATA/filter.py | 4 +++- .../BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py | 4 +++- .../NMC_NC_NOTFIXED_P_HEPDATA/filter.py | 3 +++ nnpdf_data/nnpdf_data/filter_utils/utils.py | 21 +++++++++++++++---- 4 files changed, 26 insertions(+), 6 deletions(-) diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/filter.py b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/filter.py index cc3ed01dc7..037144c07f 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/filter.py @@ -11,6 +11,8 @@ import pandas as pd import yaml +from nnpdf_data.filter_utils.utils import check_xq2_degenearcy + HERE = pathlib.Path(__file__).parent VARIANTS = {"rqcd": (13, 23), "rzero": (2, 12)} @@ -45,7 +47,7 @@ def read_tables(tables): dfs["norm+"] *= abs(dfs.F2) dfs["norm-"] *= abs(dfs.F2) - # dfs["y"] = dfs.Q2 /( dfs.x * dfs.sqrts**2) + check_xq2_degenearcy(dfs.Q2.values, dfs.x.values) return dfs.sort_values(["Q2", "x"]) diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py index 570fd3488d..9d0bcc1d77 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py @@ -11,6 +11,8 @@ import pandas as pd import yaml +from nnpdf_data.filter_utils.utils import check_xq2_degenearcy + HERE = pathlib.Path(__file__).parent VARIANTS = {"rqcd": (13, 23), "rzero": (2, 12)} @@ -49,7 +51,7 @@ def read_tables(tables): dfs["norm+"] *= abs(dfs.F2) dfs["norm-"] *= abs(dfs.F2) - # dfs["y"] = dfs.Q2 /( dfs.x * dfs.sqrts**2) + check_xq2_degenearcy(dfs.Q2.values, dfs.x.values) return dfs.sort_values(["Q2", "x", "sqrts"]) diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/filter.py b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/filter.py index 56ac729316..90c054a9ac 100644 --- a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/filter.py @@ -8,6 +8,8 @@ import pandas as pd import yaml +from nnpdf_data.filter_utils.utils import check_xq2_degenearcy + HERE = pathlib.Path(__file__).parent @@ -33,6 +35,7 @@ def read_tables(store_path, header_line): dfs = pd.concat([dfs, df], ignore_index=True) if not dfs.empty else df dfs = dfs.astype(float) + check_xq2_degenearcy(dfs.Q2.values, dfs.x.values) return dfs.sort_values(["x", "Q2"]) diff --git a/nnpdf_data/nnpdf_data/filter_utils/utils.py b/nnpdf_data/nnpdf_data/filter_utils/utils.py index e38dacb70a..20f7669fde 100644 --- a/nnpdf_data/nnpdf_data/filter_utils/utils.py +++ b/nnpdf_data/nnpdf_data/filter_utils/utils.py @@ -159,7 +159,7 @@ def covmat_to_artunc(ndata, covmat_list, no_of_norm_mat=0): elif eigval[j] > 0: continue if not psd_check: - raise ValueError('The covariance matrix is not positive-semidefinite') + raise ValueError("The covariance matrix is not positive-semidefinite") else: for i in range(ndata): for j in range(ndata): @@ -241,7 +241,7 @@ def matlist_to_matrix(rows, columns, mat_list): matrix = np.array(matrix) return matrix else: - raise Exception('rows * columns != len(mat_list)') + raise Exception("rows * columns != len(mat_list)") def concat_matrices(rows, columns, list_of_matrices): @@ -360,7 +360,7 @@ def trimat_to_fullmat(mode, tri_mat_list): matrix[i][j] = tri_mat_list[list_el] matrix[j][i] = tri_mat_list[list_el] else: - raise Exception('Mode should be 0 or 1, refer to the function for usage') + raise Exception("Mode should be 0 or 1, refer to the function for usage") mat_list = [] for i in range(dim): for j in range(dim): @@ -419,5 +419,18 @@ def prettify_float(dumper, value): ret = dumper.represent_float(value) if len(ret.value) > 8: ret_str = f"{value:.8e}" - ret = dumper.represent_scalar('tag:yaml.org,2002:float', ret_str) + ret = dumper.represent_scalar("tag:yaml.org,2002:float", ret_str) return ret + + +def check_xq2_degenearcy(Q2, x): + """Check is the pair of (x,Q2) is unique.""" + size = len(x) + unique_pairs = np.unique(np.array([Q2, x]), axis=1) + try: + assert unique_pairs.shape[1] == size + except AssertionError as exc: + raise ValueError( + f"""(x,Q2) kinematic is degenerate need to store 3rd kinematic variable as well. + unique kinematics are: {unique_pairs.shape[1]}, original size: {size}""" + ) from exc From 5044f966e46c94054b1d46d044bcb904cee7725f Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Wed, 23 Oct 2024 14:04:52 +0200 Subject: [PATCH 19/32] small amends to the slac metadata --- .../nnpdf_data/commondata/SLAC_NC_NOTFIXED_D/metadata.yaml | 7 ++++--- .../nnpdf_data/commondata/SLAC_NC_NOTFIXED_P/metadata.yaml | 7 ++++--- 2 files changed, 8 insertions(+), 6 deletions(-) diff --git a/nnpdf_data/nnpdf_data/commondata/SLAC_NC_NOTFIXED_D/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/SLAC_NC_NOTFIXED_D/metadata.yaml index 640680cae4..0276e295d8 100644 --- a/nnpdf_data/nnpdf_data/commondata/SLAC_NC_NOTFIXED_D/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/SLAC_NC_NOTFIXED_D/metadata.yaml @@ -1,13 +1,14 @@ setname: SLAC_NC_NOTFIXED_D version: 1 -version_comment: Port of old commondata +version_comment: Port of old commondata. Data are in agreement with Fig. 4 of the reference and corresponds to a re-analysis of the SLAC data of E49a, E49b, E61, E87, E89a, E89b, E139, E140. Source not available. nnpdf_metadata: nnpdf31_process: DIS NC experiment: SLAC arXiv: - url: https://arxiv.org/abs/Phys. Lett. B282 (1992) 475 -iNSPIRE: url: '' + journal: Phys. Lett. B282 (1992) 475 +iNSPIRE: + url: https://inspirehep.net/literature/319089 hepdata: url: '' version: -1 diff --git a/nnpdf_data/nnpdf_data/commondata/SLAC_NC_NOTFIXED_P/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/SLAC_NC_NOTFIXED_P/metadata.yaml index 2570a2fde4..ecdaa6e0f6 100644 --- a/nnpdf_data/nnpdf_data/commondata/SLAC_NC_NOTFIXED_P/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/SLAC_NC_NOTFIXED_P/metadata.yaml @@ -1,13 +1,14 @@ setname: SLAC_NC_NOTFIXED_P version: 1 -version_comment: Port of old commondata +version_comment: Port of old commondata. Data are in agreement with Fig. 2 of the reference and corresponds to a re-analysis of the SLAC data of E49a, E49b, E61, E87, E89a, E89b, E139, E140. Source not available. nnpdf_metadata: nnpdf31_process: DIS NC experiment: SLAC arXiv: - url: https://arxiv.org/abs/Phys. Lett. B282 (1992) 475 -iNSPIRE: url: '' + journal: Phys. Lett. B282 (1992) 475 +iNSPIRE: + url: https://inspirehep.net/literature/319089 hepdata: url: '' version: -1 From 279cb95a2fb2d0c61b6432bdaab205ca5f8f935c Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Thu, 24 Oct 2024 15:46:36 +0200 Subject: [PATCH 20/32] init cleaning plotting options; replacesqrts with y and use MP everywhere --- .../BCDMS_NC_NOTFIXED_D_HEPDATA/metadata.yaml | 4 +- .../BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py | 15 +- .../kinematics.yaml | 1416 ++++++++--------- .../BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml | 16 +- .../CHORUS_CC_NOTFIXED_PB/filter.py | 4 +- .../CHORUS_CC_NOTFIXED_PB/kinematics.yaml | 1214 +++++++------- .../CHORUS_CC_NOTFIXED_PB/metadata.yaml | 8 +- .../commondata/EMC_NC_250GEV/filter.py | 7 +- .../commondata/EMC_NC_250GEV/kinematics.yaml | 84 +- .../commondata/EMC_NC_250GEV/metadata.yaml | 14 +- .../commondata/NMC_NC_NOTFIXED/filter.py | 10 +- .../NMC_NC_NOTFIXED/kinematics.yaml | 1040 ++++++------ .../commondata/NMC_NC_NOTFIXED/metadata.yaml | 14 +- .../NMC_NC_NOTFIXED_D_HEPDATA/metadata.yaml | 4 +- 14 files changed, 1927 insertions(+), 1923 deletions(-) diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/metadata.yaml index 69301edd60..a31df10825 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/metadata.yaml @@ -19,7 +19,7 @@ implemented_observables: description: Deep Inelastic Scattering F2 on deuteron target. label: BCDMS $d$ units: '' - process_type: DIS_F2D + process_type: DIS_NC tables: [2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23] npoints: [] ndata: 159 @@ -40,7 +40,7 @@ implemented_observables: units: '$GeV^2$' file: kinematics.yaml plotting: - kinematics_override: dis_sqrt_scale + kinematics_override: identity dataset_label: BCDMS $d$ y_label: $F_2(x,Q^2)$ result_transform: qbindis diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py index 9d0bcc1d77..93ad6b34c2 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py @@ -15,7 +15,7 @@ HERE = pathlib.Path(__file__).parent VARIANTS = {"rqcd": (13, 23), "rzero": (2, 12)} - +M_P = 0.938 def read_tables(tables): """Parse Tables.""" @@ -52,7 +52,10 @@ def read_tables(tables): dfs["norm-"] *= abs(dfs.F2) check_xq2_degenearcy(dfs.Q2.values, dfs.x.values) - return dfs.sort_values(["Q2", "x", "sqrts"]) + dfs["y"] = dfs.Q2 / (dfs.x * (dfs.sqrts ** 2 - M_P ** 2)) + dfs["y_min"] = dfs.Q2 / (dfs.x * (dfs.sqrts_max ** 2 - M_P ** 2)) + dfs["y_max"] = dfs.Q2 / (dfs.x * (dfs.sqrts_min ** 2 - M_P ** 2)) + return dfs.sort_values(["Q2", "x", "y"]) def write_files(df, variant): @@ -77,10 +80,10 @@ def write_files(df, variant): "mid": float(row.x), "max": None, }, - "sqrts": { - "min": float(row.sqrts_min), - "mid": float(row.sqrts), - "max": float(row.sqrts_max), + "y": { + "min": float(row.y_min), + "mid": float(row.y), + "max": float(row.y_max), }, } kin.append(kin_value) diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/kinematics.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/kinematics.yaml index bdc9ac96c7..ddcb378a8c 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/kinematics.yaml +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/kinematics.yaml @@ -7,10 +7,10 @@ bins: min: null mid: 0.07 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.20397595368277227 + mid: 0.31960295627582547 + max: 0.571106933141537 - Q2: min: null mid: 7.5 @@ -19,10 +19,10 @@ bins: min: null mid: 0.1 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.1427831675779406 + mid: 0.22372206939307784 + max: 0.39977485319907596 - Q2: min: null mid: 8.75 @@ -31,10 +31,10 @@ bins: min: null mid: 0.07 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.23797194596323432 + mid: 0.3728701156551297 + max: 0.6662914219984599 - Q2: min: null mid: 8.75 @@ -43,10 +43,10 @@ bins: min: null mid: 0.1 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.16658036217426403 + mid: 0.2610090809585908 + max: 0.46640399539892197 - Q2: min: null mid: 8.75 @@ -55,10 +55,10 @@ bins: min: null mid: 0.14 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.11898597298161716 + mid: 0.18643505782756484 + max: 0.33314571099922996 - Q2: min: null mid: 8.75 @@ -67,10 +67,10 @@ bins: min: null mid: 0.18 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.0925446456523689 + mid: 0.1450050449769949 + max: 0.25911333077717885 - Q2: min: null mid: 10.25 @@ -79,10 +79,10 @@ bins: min: null mid: 0.07 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.27876713669978875 + mid: 0.43679070691029476 + max: 0.7805128086267673 - Q2: min: null mid: 10.25 @@ -91,10 +91,10 @@ bins: min: null mid: 0.1 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.19513699568985213 + mid: 0.30575349483720643 + max: 0.5463589660387371 - Q2: min: null mid: 10.25 @@ -103,10 +103,10 @@ bins: min: null mid: 0.14 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.13938356834989438 + mid: 0.21839535345514738 + max: 0.39025640431338365 - Q2: min: null mid: 10.25 @@ -115,10 +115,10 @@ bins: min: null mid: 0.18 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.10840944204991787 + mid: 0.1698630526873369 + max: 0.30353275891040954 - Q2: min: null mid: 10.25 @@ -127,10 +127,10 @@ bins: min: null mid: 0.225 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.08672755363993429 + mid: 0.1358904421498695 + max: 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0.8437518045681793 + max: 1.5077223034936578 - Q2: min: null mid: 99.0 @@ -1867,10 +1867,10 @@ bins: min: null mid: 0.45 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.4188306248952924 + mid: 0.6562514035530284 + max: 1.1726729027172893 - Q2: min: null mid: 99.0 @@ -1879,10 +1879,10 @@ bins: min: null mid: 0.55 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.3426796021870574 + mid: 0.5369329665433868 + max: 0.9594596476777822 - Q2: min: null mid: 99.0 @@ -1891,10 +1891,10 @@ bins: min: null mid: 0.65 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.2899596633890486 + mid: 0.45432789476748114 + max: 0.8118504711119696 - Q2: min: null mid: 99.0 @@ -1903,10 +1903,10 @@ bins: min: null mid: 0.75 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.25129837493717544 + mid: 0.39375084213181705 + max: 0.7036037416303736 - Q2: min: null mid: 115.5 @@ -1915,10 +1915,10 @@ bins: min: null mid: 0.275 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.7995857384364673 + mid: 1.252843588601236 + max: 2.2387391779148254 - Q2: min: null mid: 115.5 @@ -1927,10 +1927,10 @@ bins: min: null mid: 0.35 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.6282459373429385 + mid: 0.9843771053295426 + max: 1.7590093540759342 - Q2: min: null mid: 115.5 @@ -1939,10 +1939,10 @@ bins: min: null mid: 0.45 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.4886357290445078 + mid: 0.7656266374785331 + max: 1.3681183865035043 - Q2: min: null mid: 115.5 @@ -1951,10 +1951,10 @@ bins: min: null mid: 0.55 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.39979286921823365 + mid: 0.626421794300618 + max: 1.1193695889574127 - Q2: min: null mid: 115.5 @@ -1963,10 +1963,10 @@ bins: min: null mid: 0.65 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.33828627395389 + mid: 0.5300492105620613 + max: 0.9471588829639646 - Q2: min: null mid: 115.5 @@ -1975,10 +1975,10 @@ bins: min: null mid: 0.75 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.29318143742670466 + mid: 0.45937598248711986 + max: 0.8208710319021026 - Q2: min: null mid: 137.5 @@ -1987,10 +1987,10 @@ bins: min: null mid: 0.35 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.7479118301701649 + mid: 1.1718775063446936 + max: 2.0940587548523024 - Q2: min: null mid: 137.5 @@ -1999,10 +1999,10 @@ bins: min: null mid: 0.45 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.5817092012434617 + mid: 0.9114602827125394 + max: 1.628712364885124 - Q2: min: null mid: 137.5 @@ -2011,10 +2011,10 @@ bins: min: null mid: 0.55 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.47594389192646863 + mid: 0.7457402313102595 + max: 1.3325828439969198 - Q2: min: null mid: 137.5 @@ -2023,10 +2023,10 @@ bins: min: null mid: 0.65 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.40272175470701194 + mid: 0.6310109649548349 + max: 1.1275700987666246 - Q2: min: null mid: 137.5 @@ -2035,10 +2035,10 @@ bins: min: null mid: 0.75 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.349025520746077 + mid: 0.5468761696275236 + max: 0.9772274189310746 - Q2: min: null mid: 175.0 @@ -2047,10 +2047,10 @@ bins: min: null mid: 0.45 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.7403571652189512 + mid: 1.1600403598159592 + max: 2.072906646217431 - Q2: min: null mid: 175.0 @@ -2059,10 +2059,10 @@ bins: min: null mid: 0.55 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.6057467715427782 + mid: 0.9491239307585121 + max: 1.6960145287233523 - Q2: min: null mid: 175.0 @@ -2071,10 +2071,10 @@ bins: min: null mid: 0.65 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.512554960536197 + mid: 0.8031048644879717 + max: 1.4350892166120677 - Q2: min: null mid: 175.0 @@ -2083,10 +2083,10 @@ bins: min: null mid: 0.75 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.4442142991313707 + mid: 0.6960242158895755 + max: 1.2437439877304586 - Q2: min: null mid: 230.0 @@ -2095,10 +2095,10 @@ bins: min: null mid: 0.55 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.7961243283133657 + mid: 1.2474200232826158 + max: 2.22904766632212 - Q2: min: null mid: 230.0 @@ -2107,10 +2107,10 @@ bins: min: null mid: 0.65 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.6736436624190018 + mid: 1.0555092504699057 + max: 1.8861172561187174 - Q2: min: null mid: 230.0 @@ -2119,7 +2119,7 @@ bins: min: null mid: 0.75 max: null - sqrts: - min: 13.729 - mid: 18.3335 - max: 22.938 + y: + min: 0.5838245074298015 + mid: 0.914774683740585 + max: 1.6346349553028883 diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml index 145bcbb02b..59dfd4cd9a 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml @@ -19,7 +19,7 @@ implemented_observables: description: Deep Inelastic Scattering F2 on proton target. label: BCDMS $p$ units: '' - process_type: DIS_F2P + process_type: DIS_NC tables: [2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23] npoints: [] ndata: 177 @@ -28,7 +28,7 @@ implemented_observables: kinematic_coverage: - x - Q2 - - sqrts + - y kinematics: variables: x: @@ -39,13 +39,13 @@ implemented_observables: description: Momentum transfer label: '$Q^2$' units: '$GeV^2$' - sqrts: - description: "center of mass energy" - label: '$\sqrt{s}$' - units: "$GeV$" + y: + description: Inelasticity + label: '$y$' + units: '' file: kinematics.yaml plotting: - kinematics_override: dis_sqrt_scale + kinematics_override: identity dataset_label: BCDMS $p$ y_label: $F_2(x,Q^2)$ result_transform: qbindis @@ -57,7 +57,7 @@ implemented_observables: line_by: [] figure_by: - x - - sqrts + - y plot_x: Q2 theory: conversion_factor: 1.0 diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/filter.py b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/filter.py index 8ad7679bb6..72471f43f6 100644 --- a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/filter.py @@ -69,8 +69,8 @@ def read_tables(): dfs_nub = dfs_nub.astype(float) # compute Q2 - dfs_nu["Q2"] = 2 * MN * dfs_nu.x * dfs_nu.y * dfs_nu.E - dfs_nub["Q2"] = 2 * MN * dfs_nub.x * dfs_nub.y * dfs_nub.E + dfs_nu["Q2"] = 2 * M_PROTON * dfs_nu.x * dfs_nu.y * dfs_nu.E + dfs_nub["Q2"] = 2 * M_PROTON * dfs_nub.x * dfs_nub.y * dfs_nub.E return dfs_nu, dfs_nub diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/kinematics.yaml b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/kinematics.yaml index 0d0dd4f25f..59dbe6ff96 100644 --- a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/kinematics.yaml +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/kinematics.yaml @@ -5,7 +5,7 @@ bins: max: null Q2: min: null - mid: 0.2975509270317502 + mid: 0.28148160390000004 max: null y: min: null @@ -17,7 +17,7 @@ bins: max: null Q2: min: null - mid: 0.396734569375667 + mid: 0.37530880520000004 max: null y: min: null @@ -29,7 +29,7 @@ bins: max: null Q2: min: null - mid: 0.49591821171958367 + mid: 0.46913600650000004 max: null y: min: null @@ -41,7 +41,7 @@ bins: max: null Q2: min: null - mid: 0.5951018540635004 + mid: 0.5629632078000001 max: null y: min: null @@ -53,7 +53,7 @@ bins: max: null Q2: min: null - mid: 0.6942854964074171 + mid: 0.6567904091000001 max: null y: min: null @@ -65,7 +65,7 @@ bins: max: null Q2: min: null 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implemented_observables: description: Deep Inelastic Scattering reduced cross-section antineutrino-nucleon label: CHORUS $\sigma_{CC}^{\bar{\nu}}$ units: '' - process_type: DIS_SNB + process_type: DIS_CC tables: [23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121] npoints: [] ndata: 607 plotting: - kinematics_override: dis_sqrt_scale + kinematics_override: identity theory_reference: Bertone:2013vaa dataset_label: CHORUS $\sigma_{CC}^{\bar{\nu}}$ y_label: $10^{i}\sigma_{CC}^{\bar{\nu}}(x,Q^2)$ @@ -82,12 +82,12 @@ implemented_observables: description: Deep Inelastic Scattering reduced cross-section neutrino-nucleon label: CHORUS $\sigma_{CC}^{\nu}$ units: '' - process_type: DIS_SNU + process_type: DIS_CC tables: [23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121] npoints: [] ndata: 607 plotting: - kinematics_override: dis_sqrt_scale + kinematics_override: identity theory_reference: Bertone:2013vaa dataset_label: CHORUS $\sigma_{CC}^{\nu}$ y_label: $10^{i}\sigma_{CC}^{\nu}(x,Q^2)$ diff --git a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV/filter.py b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV/filter.py index c735845189..1b2e761a17 100644 --- a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV/filter.py @@ -9,7 +9,7 @@ # Normalization factor, to match old implementation # Most likely due to the Branching Ratio NORM = 0.82 - +M_P = 0.938 def read_tables(): """Read Hepdata table.""" @@ -31,6 +31,7 @@ def read_tables(): df["x_max"] = float(lines[idx_line + 1].split("TO")[-1]) df["x"] = (df.x_min + df.x_max) / 2 df["sqrts"] = float(lines[idx_line].split(",")[-1]) + df["y"] = df.Q2 / (df.x * (df.sqrts ** 2 - M_P ** 2)) dfs = pd.concat([dfs, df], ignore_index=True) if not dfs.empty else df return dfs @@ -57,9 +58,9 @@ def write_files(df): "mid": float(row.Q2), "max": float(row.Q2_max), }, - "sqrts": { + "y": { "min": None, - "mid": float(row.sqrts), + "mid": float(row.y), "max": None, }, } diff --git a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV/kinematics.yaml b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV/kinematics.yaml index 242f5046a9..b9cd6ed6f4 100644 --- a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV/kinematics.yaml +++ b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV/kinematics.yaml @@ -7,9 +7,9 @@ bins: min: 1.0 mid: 1.3900000000000001 max: 1.78 - sqrts: + y: min: null - mid: 21.677 + mid: 0.6735622206498211 max: null - x: min: 0.0056 @@ -19,9 +19,9 @@ bins: min: 1.0 mid: 1.3900000000000001 max: 1.78 - sqrts: + y: min: null - mid: 21.677 + mid: 0.37995817575118124 max: null - x: min: 0.0056 @@ -31,9 +31,9 @@ bins: min: 1.78 mid: 2.47 max: 3.16 - sqrts: + y: min: null - mid: 21.677 + mid: 0.6751774777736818 max: null - x: min: 0.01 @@ -43,9 +43,9 @@ bins: min: 1.78 mid: 2.47 max: 3.16 - sqrts: + y: min: null - mid: 21.677 + mid: 0.37887657026149046 max: null - x: min: 0.01 @@ -55,9 +55,9 @@ bins: min: 3.16 mid: 4.390000000000001 max: 5.62 - sqrts: + y: min: null - mid: 21.677 + mid: 0.6733879123271025 max: null - x: min: 0.0178 @@ -67,9 +67,9 @@ bins: min: 1.78 mid: 2.47 max: 3.16 - sqrts: + y: min: null - mid: 21.677 + mid: 0.21321394034958369 max: null - x: min: 0.0178 @@ -79,9 +79,9 @@ bins: min: 3.16 mid: 4.390000000000001 max: 5.62 - sqrts: + y: min: null - mid: 21.677 + mid: 0.3789510923622156 max: null - x: min: 0.0178 @@ -91,9 +91,9 @@ bins: min: 5.62 mid: 7.8100000000000005 max: 10.0 - sqrts: + y: min: null - mid: 21.677 + mid: 0.674170394384716 max: null - x: min: 0.0316 @@ -103,9 +103,9 @@ bins: min: 3.16 mid: 4.390000000000001 max: 5.62 - sqrts: + y: min: null - mid: 21.677 + mid: 0.21321394034958369 max: null - x: min: 0.0316 @@ -115,9 +115,9 @@ bins: min: 5.62 mid: 7.8100000000000005 max: 10.0 - sqrts: + y: min: null - mid: 21.677 + mid: 0.3793168278201022 max: null - x: min: 0.0316 @@ -127,9 +127,9 @@ bins: min: 10.0 mid: 13.9 max: 17.8 - sqrts: + y: min: null - mid: 21.677 + mid: 0.6750965309474289 max: null - x: min: 0.0562 @@ -139,9 +139,9 @@ bins: min: 5.62 mid: 7.8100000000000005 max: 10.0 - sqrts: + y: min: null - mid: 21.677 + mid: 0.21321394034958369 max: null - x: min: 0.0562 @@ -151,9 +151,9 @@ bins: min: 10.0 mid: 13.9 max: 17.8 - sqrts: + y: min: null - mid: 21.677 + mid: 0.379471673605533 max: null - x: min: 0.0562 @@ -163,9 +163,9 @@ bins: min: 17.8 mid: 24.700000000000003 max: 31.6 - sqrts: + y: min: null - mid: 21.677 + mid: 0.6743129739609113 max: null - x: min: 0.1 @@ -175,9 +175,9 @@ bins: min: 10.0 mid: 13.9 max: 17.8 - sqrts: + y: min: null - mid: 21.677 + mid: 0.21321394034958366 max: null - x: min: 0.1 @@ -187,9 +187,9 @@ bins: min: 17.8 mid: 24.700000000000003 max: 31.6 - sqrts: + y: min: null - mid: 21.677 + mid: 0.3788765702614904 max: null - x: min: 0.1 @@ -199,9 +199,9 @@ bins: min: 31.6 mid: 43.900000000000006 max: 56.2 - sqrts: + y: min: null - mid: 21.677 + mid: 0.6733879123271024 max: null - x: min: 0.178 @@ -211,9 +211,9 @@ bins: min: 17.8 mid: 24.700000000000003 max: 31.6 - sqrts: + y: min: null - mid: 21.677 + mid: 0.2132139403495837 max: null - x: min: 0.178 @@ -223,9 +223,9 @@ bins: min: 31.6 mid: 43.900000000000006 max: 56.2 - sqrts: + y: min: null - mid: 21.677 + mid: 0.3789510923622156 max: null - x: min: 0.178 @@ -235,9 +235,9 @@ bins: min: 56.2 mid: 78.1 max: 100.0 - sqrts: + y: min: null - mid: 21.677 + mid: 0.6741703943847159 max: null - x: min: 0.316 @@ -247,7 +247,7 @@ bins: min: 56.2 mid: 78.1 max: 100.0 - sqrts: + y: min: null - mid: 21.677 + mid: 0.37931682782010206 max: null diff --git a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV/metadata.yaml index de11c18adb..8baf4b7563 100644 --- a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV/metadata.yaml @@ -18,12 +18,12 @@ implemented_observables: description: Deep Inelastic Scattering F2 charm on iron target label: EMC $F_2^c$ units: '' - process_type: DIS_F2C + process_type: DIS_NC tables: [] npoints: [] ndata: 21 plotting: - kinematics_override: dis_sqrt_scale + kinematics_override: identity theory_reference: Bertone:2013vaa dataset_label: EMC $F_2^c$ y_label: $F_2^c(x,Q^2)$ @@ -36,7 +36,7 @@ implemented_observables: kinematic_coverage: - x - Q2 - - sqrts + - y kinematics: variables: x: @@ -47,10 +47,10 @@ implemented_observables: description: Momentum transfer label: '$Q^2$' units: '$GeV^2$' - sqrts: - description: Center of mass energy - label: '$\sqrt{s}$' - units: '$GeV$' + y: + description: inelasticity + label: $y$ + units: '' file: kinematics.yaml theory: conversion_factor: 1.0 diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/filter.py b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/filter.py index 98acba49d5..3967ebc1b8 100644 --- a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/filter.py @@ -8,7 +8,7 @@ import yaml HERE = pathlib.Path(__file__).parent - +M_P = 0.938 def read_tables(): """Parse Tables.""" @@ -34,7 +34,7 @@ def read_tables(): dfs = dfs.astype(float) - # dfs["y"] = dfs.Q2 /( dfs.x * dfs.sqrts**2) + dfs["y"] = dfs.Q2 /( dfs.x * (dfs.sqrts**2 - M_P ** 2)) return dfs @@ -43,7 +43,7 @@ def write_files(df): # Write central data data_central_yaml = {"data_central": [float(x) for x in df["F2_ratio"]]} - with open(HERE / f"data.yaml", "w", encoding="utf-8") as file: + with open(HERE / "data.yaml", "w", encoding="utf-8") as file: yaml.dump(data_central_yaml, file) # Write kin file @@ -60,9 +60,9 @@ def write_files(df): "mid": float(row.Q2), "max": None, }, - "sqrts": { + "y": { "min": None, - "mid": float(row.sqrts), + "mid": float(row.y), "max": None, }, } diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/kinematics.yaml b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/kinematics.yaml index f7d55cf2f5..99745d8db4 100644 --- a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/kinematics.yaml +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/kinematics.yaml @@ -7,9 +7,9 @@ bins: min: null mid: 0.16 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.12097226112441266 max: null - x: min: null @@ -19,9 +19,9 @@ bins: min: null mid: 0.25 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.18901915800689476 max: null - x: min: null @@ -31,9 +31,9 @@ bins: min: null mid: 0.35 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.26462682120965264 max: null - x: min: null @@ -43,9 +43,9 @@ bins: min: null mid: 0.45 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.3402344844124106 max: null - x: min: null @@ -55,9 +55,9 @@ bins: min: null mid: 0.6 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.4536459792165474 max: null - x: min: null @@ -67,9 +67,9 @@ bins: min: null mid: 0.17 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.06426651372234422 max: null - x: min: null @@ -79,9 +79,9 @@ bins: min: null mid: 0.25 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.09450957900344738 max: null - x: min: null @@ -91,9 +91,9 @@ bins: min: null mid: 0.35 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.13231341060482632 max: null - x: min: null @@ -103,9 +103,9 @@ bins: min: null mid: 0.45 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.1701172422062053 max: null - x: min: null @@ -115,9 +115,9 @@ bins: min: null mid: 0.63 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.23816413908868742 max: null - x: min: null @@ -127,9 +127,9 @@ bins: min: null mid: 0.88 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.3326737180921348 max: null - x: min: null @@ -139,9 +139,9 @@ bins: min: null mid: 1.12 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.4234029139354443 max: null - x: min: null @@ -151,9 +151,9 @@ bins: min: null mid: 0.16 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.036291678337323795 max: null - x: min: null @@ -163,9 +163,9 @@ bins: min: null mid: 0.25 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.056705747402068435 max: null - x: min: null @@ -175,9 +175,9 @@ bins: min: null mid: 0.35 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.0793880463628958 max: null - x: min: null @@ -187,9 +187,9 @@ bins: min: null mid: 0.45 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.10207034532372318 max: null - x: min: null @@ -199,9 +199,9 @@ bins: min: null mid: 0.61 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.13836202366104697 max: null - x: min: null @@ -211,9 +211,9 @@ bins: min: null mid: 0.88 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.1996042308552809 max: null - x: min: null @@ -223,9 +223,9 @@ bins: min: null mid: 1.13 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.2563099782573493 max: null - x: min: null @@ -235,9 +235,9 @@ bins: min: null mid: 1.38 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.3130157256594177 max: null - x: min: null @@ -247,9 +247,9 @@ bins: min: null mid: 1.71 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.3878673122301481 max: null - x: min: null @@ -259,9 +259,9 @@ bins: min: null mid: 0.16 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.022682298960827373 max: null - x: min: 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max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.029162955806778048 max: null - x: min: null @@ -607,9 +607,9 @@ bins: min: null mid: 0.62 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.0401800724448942 max: null - x: min: null @@ -619,9 +619,9 @@ bins: min: null mid: 0.88 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.05702978024436596 max: null - x: min: null @@ -631,9 +631,9 @@ bins: min: null mid: 1.12 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.07258335667464759 max: null - x: min: null @@ -643,9 +643,9 @@ bins: min: null mid: 1.37 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.08878499878952428 max: null - x: min: null @@ -655,9 +655,9 @@ bins: min: null mid: 1.75 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.11341149480413686 max: null - x: min: null @@ -667,9 +667,9 @@ bins: min: null mid: 2.24 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.14516671334929518 max: null - x: min: null @@ -679,9 +679,9 @@ 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@@ -2863,9 +2863,9 @@ bins: min: null mid: 98.05 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.24711104590101376 max: null - x: min: null @@ -2875,9 +2875,9 @@ bins: min: null mid: 5.53 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.011403010295761396 max: null - x: min: null @@ -2887,9 +2887,9 @@ bins: min: null mid: 6.88 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.01418674698640839 max: null - x: min: null @@ -2899,9 +2899,9 @@ bins: min: null mid: 8.91 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.01837266215827017 max: null - x: min: null @@ -2911,9 +2911,9 @@ bins: min: null mid: 11.34 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.02338338820143476 max: null - x: min: null @@ -2923,9 +2923,9 @@ bins: min: null mid: 14.85 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.03062110359711695 max: null - x: min: null @@ -2935,9 +2935,9 @@ bins: min: null mid: 19.74 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.04070441649879384 max: null - x: min: null @@ -2947,9 +2947,9 @@ bins: min: null mid: 26.64 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.054932404028767375 max: null - x: min: null @@ -2959,9 +2959,9 @@ bins: min: null mid: 35.57 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.07334630673060269 max: null - x: min: null @@ -2971,9 +2971,9 @@ bins: min: null mid: 47.16 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.0972452017266017 max: null - x: min: null @@ -2983,9 +2983,9 @@ bins: min: null mid: 63.56 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.13106244745001705 max: null - x: min: null @@ -2995,9 +2995,9 @@ bins: min: null mid: 98.82 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.20376952575536006 max: null - x: min: null @@ -3007,9 +3007,9 @@ bins: min: null mid: 7.04 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.011828398865498125 max: null - x: min: null @@ -3019,9 +3019,9 @@ bins: min: null mid: 8.88 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.014919912205344226 max: null - x: min: null @@ -3031,9 +3031,9 @@ bins: min: null mid: 11.36 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.019086734532962883 max: null - x: min: null @@ -3043,9 +3043,9 @@ bins: min: null mid: 14.85 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.024950528856910105 max: null - x: min: null @@ -3055,9 +3055,9 @@ bins: min: null mid: 19.79 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.03325057010627953 max: null - x: min: null @@ -3067,9 +3067,9 @@ bins: min: null mid: 26.49 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.04450771107202348 max: null - x: min: null @@ -3079,9 +3079,9 @@ bins: min: null mid: 35.4 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.05947802838616954 max: null - x: min: null @@ -3091,9 +3091,9 @@ bins: min: null mid: 47.03 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.07901840889834898 max: null - x: min: null @@ -3103,9 +3103,9 @@ bins: min: null mid: 63.53 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.10674121873936021 max: null - x: min: null @@ -3115,7 +3115,7 @@ bins: min: null mid: 99.03 max: null - sqrts: + y: min: null - mid: 29.709 + mid: 0.1663872641548692 max: null diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/metadata.yaml index a3e5690451..656ab35513 100644 --- a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/metadata.yaml @@ -18,12 +18,12 @@ implemented_observables: description: Deep Inelastic Scattering F2 deuterium to proton ratio. label: NMC $d/p$ units: '' - process_type: DIS_F2R + process_type: DIS_NC tables: [2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21] npoints: [] ndata: 260 plotting: - kinematics_override: dis_sqrt_scale + kinematics_override: identity theory_reference: Bertone:2013vaa dataset_label: NMC $d/p$ y_label: $F_2^d/F_2^p(x,Q^2)$ @@ -34,7 +34,7 @@ implemented_observables: kinematic_coverage: - x - Q2 - - sqrts + - y kinematics: variables: x: @@ -45,10 +45,10 @@ implemented_observables: description: Momentum transfer label: '$Q^2$' units: '$GeV^2$' - sqrts: - description: Center of mass energy - label: '$\sqrt{s}$' - units: '$GeV$' + y: + description: inelasticity + label: $y$ + units: '' file: kinematics.yaml theory: conversion_factor: 1.0 diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/metadata.yaml index 4c66c9234e..4ae19e79d1 100644 --- a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/metadata.yaml @@ -18,7 +18,7 @@ implemented_observables: description: Deep Inelastic Scattering F2 on deuteron target. label: NMC $d$ units: '' - process_type: DIS_NCE + process_type: DIS_NC tables: [17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32] npoints: [] ndata: 158 @@ -37,7 +37,7 @@ implemented_observables: units: '$GeV^2$' file: kinematics.yaml plotting: - kinematics_override: dis_sqrt_scale + kinematics_override: identity dataset_label: NMC $d$ y_label: $F_2(x,Q^2)$ result_transform: qbindis From 9d98a0e951e68632fff510a9f87a5b48cf1fcbea Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Thu, 24 Oct 2024 15:57:15 +0200 Subject: [PATCH 21/32] continue cleaning --- .../commondata/NMC_NC_NOTFIXED_P_HEPDATA/metadata.yaml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/metadata.yaml index d2a79d7a62..dd6ee776e2 100644 --- a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/metadata.yaml @@ -18,7 +18,7 @@ implemented_observables: description: Deep Inelastic Scattering F2 on proton target. label: NMC $p$ units: '' - process_type: DIS_NCE + process_type: DIS_NC tables: [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16] npoints: [] ndata: 158 @@ -37,7 +37,7 @@ implemented_observables: units: '$GeV^2$' file: kinematics.yaml plotting: - kinematics_override: dis_sqrt_scale + kinematics_override: identity dataset_label: NMC $p$ y_label: $F_2(x,Q^2)$ result_transform: qbindis From 664368e914356e435be9a7a129a2a552e00c2971 Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Tue, 29 Oct 2024 00:17:17 +0100 Subject: [PATCH 22/32] add old implementation of nutev data --- ...egacy_dw_NB-SIGMARED.yaml => data_NB.yaml} | 44 +-- ...egacy_dw_NU-SIGMARED.yaml => data_NU.yaml} | 22 +- .../commondata/NUTEV_CC_NOTFIXED_FE/filter.py | 135 +++++++ ...cs_NB-SIGMARED.yaml => kinematics_NB.yaml} | 360 +++++++++--------- ...cs_NU-SIGMARED.yaml => kinematics_NU.yaml} | 360 +++++++++--------- .../NUTEV_CC_NOTFIXED_FE/metadata.yaml | 99 ++--- .../rawdata/NuTeVtable_bar.dat | 45 +++ .../rawdata/NuTeVtable_nu.dat | 45 +++ .../NUTEV_CC_NOTFIXED_FE/rawdata/README.md | 213 +++++++++++ .../rawdata/nf20-1.25-0.60.bar.cor | 46 +++ .../rawdata/nf20-1.25-0.60.nu.cor | 46 +++ .../uncertainties_NB_hepdata.yaml | 198 ++++++++++ .../uncertainties_NU_hepdata.yaml | 198 ++++++++++ 13 files changed, 1372 insertions(+), 439 deletions(-) rename nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/{data_legacy_dw_NB-SIGMARED.yaml => data_NB.yaml} (51%) rename nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/{data_legacy_dw_NU-SIGMARED.yaml => data_NU.yaml} (75%) create mode 100644 nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/filter.py rename nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/{kinematics_NB-SIGMARED.yaml => kinematics_NB.yaml} (72%) rename nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/{kinematics_NU-SIGMARED.yaml => kinematics_NU.yaml} (72%) create mode 100644 nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/rawdata/NuTeVtable_bar.dat create mode 100644 nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/rawdata/NuTeVtable_nu.dat create mode 100644 nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/rawdata/README.md create mode 100644 nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/rawdata/nf20-1.25-0.60.bar.cor create mode 100644 nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/rawdata/nf20-1.25-0.60.nu.cor create mode 100644 nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/uncertainties_NB_hepdata.yaml create mode 100644 nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/uncertainties_NU_hepdata.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/data_legacy_dw_NB-SIGMARED.yaml b/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/data_NB.yaml similarity index 51% rename from nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/data_legacy_dw_NB-SIGMARED.yaml rename to nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/data_NB.yaml index 8f79a9b458..983fdda486 100644 --- a/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/data_legacy_dw_NB-SIGMARED.yaml +++ b/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/data_NB.yaml @@ -2,45 +2,45 @@ data_central: - 11.80452078599 - 12.16483616888 - 11.04737081105 -- 8.644196942431 -- 2.552783687296 -- 9.165662429768 +- 8.64419694243 +- 2.5527836873 +- 9.16566242977 - 10.42862087181 - 11.47526161491 -- 6.036467631028 -- 3.094278990413 -- 9.447763494494 -- 8.515955716326 -- 7.953596834122 -- 7.045061694462 -- 2.474287437295 +- 6.03646763103 +- 3.09427899041 +- 9.44776349449 +- 8.51595571633 +- 7.95359683412 +- 7.04506169446 +- 2.4742874373 - 14.98324109043 - 14.49534689162 - 14.22932346621 -- 8.318414332213 -- 3.057289948749 +- 8.31841433221 +- 3.05728994875 - 18.41657871484 - 14.48913471943 - 11.33342174343 -- 9.777395317494 -- 3.451094979152 +- 9.77739531749 +- 3.45109497915 - 11.17874467445 - 15.54014675025 - 10.29748333133 -- 7.557912070838 -- 3.263312021879 +- 7.55791207084 +- 3.26331202188 - 16.38439037189 - 16.70186367728 - 11.44685886144 -- 7.239226588753 -- 4.409385305966 +- 7.23922658875 +- 4.40938530597 - 17.25229582754 - 14.57353621894 - 11.59268795157 -- 7.827772283748 -- 3.830724155268 +- 7.82777228375 +- 3.83072415527 - 12.08624009395 - 16.02669783285 - 13.34722566774 -- 6.333875293209 -- 2.427649012271 +- 6.33387529321 +- 2.42764901227 diff --git a/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/data_legacy_dw_NU-SIGMARED.yaml b/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/data_NU.yaml similarity index 75% rename from nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/data_legacy_dw_NU-SIGMARED.yaml rename to nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/data_NU.yaml index 93f100d92b..12b1f1b065 100644 --- a/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/data_legacy_dw_NU-SIGMARED.yaml +++ b/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/data_NU.yaml @@ -2,45 +2,45 @@ data_central: - 13.84518875834 - 16.37747669877 - 12.70772238514 -- 9.792092884995 -- 4.171932282586 +- 9.792092885 +- 4.17193228259 - 15.43148037711 - 15.65819456307 - 15.27845575803 -- 9.727416723071 -- 4.305182568593 +- 9.72741672307 +- 4.30518256859 - 12.86003584553 - 15.23383060622 - 14.40302366832 - 11.49359051422 -- 3.542341257507 +- 3.54234125751 - 21.32842122168 - 15.88066681461 - 15.60476223121 - 10.25531119412 -- 4.506612679395 +- 4.50661267939 - 21.55520066196 - 20.25222158144 - 17.8813439871 - 11.3337020057 -- 4.122349578173 +- 4.12234957817 - 21.07832183991 - 17.16860282583 - 14.85447712254 - 11.60107038033 -- 4.209813497474 +- 4.20981349747 - 22.17379466749 - 22.90776787991 - 16.45607004656 - 12.03906936429 -- 4.396157575171 +- 4.39615757517 - 23.04488211576 - 21.60461201729 - 15.54136157247 - 10.01235784283 -- 4.290507875066 +- 4.29050787507 - 22.01707916891 - 18.36848260771 - 14.5158198887 - 11.68931397857 -- 3.957547719939 +- 3.95754771994 diff --git a/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/filter.py b/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/filter.py new file mode 100644 index 0000000000..63163eba52 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/filter.py @@ -0,0 +1,135 @@ +""" +This filter is to construct an updated version of the legacy variant, starting from the old +Buildmaster rawdata which do not include nuclear uncertainties, but have the correct updated BR. +""" +import pathlib + +import numpy as np +import pandas as pd +import yaml + +HERE = pathlib.Path(__file__).parent + +M_NEUTRON = 939.565346 * 0.001 +M_PROTON = 938.272013 * 0.001 +# The old implementation used the isoscalar average. +MN = (M_PROTON + M_NEUTRON) / 2 + + +# The value of BrC 0.086 +- 0.005 according to the PDG(2017) +# The uncertainty on the BR is now accounted for as +# an additional fully correlated systematic uncertainty +BRC = 0.087 +BRC_err = 0.005 + +# 2.1 % Normalization error, from old implementation +NORM_err = 0.021 + + +def read_table(projectile): + """Parse the old tables.""" + with open(HERE / "rawdata" / f"NuTeVtable_{projectile}.dat", encoding="utf-8") as f: + raw_data = np.loadtxt(f) + + with open( + HERE / "rawdata" / f"nf20-1.25-0.60.{projectile}.cor", encoding="utf-8" + ) as f: + acc_corr = np.loadtxt(f) + + df = pd.DataFrame() + df["E"] = raw_data[:, 1] + df["y"] = raw_data[:, 2] + df["x"] = raw_data[:, 3] + df["Q2"] = 2 * df.x * df.y * df.E * MN + df["sigma"] = raw_data[:, 4] + df["stat"] = raw_data[:, 5] + df["sys"] = raw_data[:, 6] + df["acc"] = acc_corr[:, 0] + # df["acc_err"] = acc_corr[:,1] # TODO: why not used ?? + df["BRC_err"] = BRC_err / BRC * df["sigma"] + df["norm"] = NORM_err * df["sigma"] + + return df + + +def write_files(df, variant): + """Write kinematics, central value and uncertainties files.""" + + NORM_FACT = 1 / (BRC * df["acc"]) + + # Write central data + data_central_yaml = { + "data_central": [round(float(x), 11) for x in df["sigma"] * NORM_FACT] + } + with open(HERE / f"data_{variant}.yaml", "w", encoding="utf-8") as file: + yaml.dump(data_central_yaml, file) + + # Write kin file + kin = [] + for _, row in df.iterrows(): + kin_value = { + "x": { + "min": None, + "mid": float(row.x), + "max": None, + }, + "Q2": { + "min": None, + "mid": float(row.Q2), + "max": None, + }, + "y": { + "min": None, + "mid": float(row.y), + "max": None, + }, + } + kin.append(kin_value) + kinematics_yaml = {"bins": kin} + with open(HERE / f"kinematics_{variant}.yaml", "w", encoding="utf-8") as file: + yaml.dump(kinematics_yaml, file, sort_keys=False) + + # loop on data points + error_definition = { + "stat": { + "description": "statistical uncertainty", + "treatment": "ADD", + "type": "UNCORR", + }, + "sys": { + "description": "systematical uncertainty", + "treatment": "MULT", + "type": "CORR", + }, + "norm": { + "description": "Normalization uncertainty", + "treatment": "MULT", + "type": "NUTEVNORM1", + }, + "brunc": { + "description": "Branching ratio uncertainty", + "treatment": "MULT", + "type": "NUTEVBRC1", + }, + } + error = [] + for k, row in df.iterrows(): + e = { + "stat": float(row["stat"] * NORM_FACT[k]), + "sys": float(row["sys"] * NORM_FACT[k]), + "norm": float(row["norm"] * NORM_FACT[k]), + "brunc": float(row["BRC_err"] * NORM_FACT[k]), + } + error.append(e) + + uncertainties_yaml = {"definitions": error_definition, "bins": error} + with open( + HERE / f"uncertainties_{variant}_hepdata.yaml", "w", encoding="utf-8" + ) as file: + yaml.dump(uncertainties_yaml, file, sort_keys=False) + + +if __name__ == "__main__": + for proj, variant in [("nu", "NU"), ("bar", "NB")]: + df = read_table(proj) + write_files(df, variant) diff --git a/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/kinematics_NB-SIGMARED.yaml b/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/kinematics_NB.yaml similarity index 72% rename from nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/kinematics_NB-SIGMARED.yaml rename to nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/kinematics_NB.yaml index 73efde55b9..6b90b3fd3c 100644 --- a/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/kinematics_NB-SIGMARED.yaml +++ b/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/kinematics_NB.yaml @@ -1,541 +1,541 @@ bins: -- k1: +- x: min: null mid: 0.015 max: null - k2: + Q2: min: null - mid: 0.7648485767999997 + mid: 0.765597671371546 max: null - k3: + y: min: null mid: 0.349 max: null -- k1: +- x: min: null mid: 0.042 max: null - k2: + Q2: min: null - mid: 2.14157601504 + mid: 2.143673479840329 max: null - k3: + y: min: null mid: 0.349 max: null -- k1: +- x: min: null mid: 0.072 max: null - k2: + Q2: min: null - mid: 3.671273168639999 + mid: 3.674868822583421 max: null - k3: + y: min: null mid: 0.349 max: null -- k1: +- x: min: null mid: 0.114 max: null - k2: + Q2: min: null - mid: 5.812849183679999 + mid: 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b/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/kinematics_NU.yaml similarity index 72% rename from nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/kinematics_NU-SIGMARED.yaml rename to nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/kinematics_NU.yaml index ca0ed0a22a..cc5603d38f 100644 --- a/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/kinematics_NU-SIGMARED.yaml +++ b/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/kinematics_NU.yaml @@ -1,541 +1,541 @@ bins: -- k1: +- x: min: null mid: 0.021 max: null - k2: + Q2: min: null - mid: 1.12696040016 + mid: 1.1280641479392526 max: null - k3: + y: min: null mid: 0.324 max: null -- k1: +- x: min: null mid: 0.057 max: null - k2: + Q2: min: null - mid: 3.05889251472 + mid: 3.0618884015493997 max: null - k3: + y: min: null mid: 0.324 max: null -- k1: +- x: min: null mid: 0.101 max: null - k2: + Q2: min: null - mid: 5.420142876960001 + mid: 5.425451378184024 max: null - k3: + y: min: null mid: 0.324 max: null 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a/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/metadata.yaml index 6845a80f72..1721521117 100644 --- a/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/metadata.yaml @@ -1,16 +1,15 @@ setname: NUTEV_CC_NOTFIXED_FE version: 2 -version_comment: Port of old commondata +version_comment: Port of old commondata. This version refers to D.A. Mason thesis, appendix D. Data data_legacy_N* use an older BR. nnpdf_metadata: nnpdf31_process: DIS CC experiment: null arXiv: - url: https://arxiv.org/abs/hep-ex/0102049 - journal: Phys. Rev. D64 (2001) 112006 -iNSPIRE: url: '' +iNSPIRE: + url: https://inspirehep.net/literature/712244 hepdata: - url: 10.17182/hepdata.42034.v1 + url: '' version: -1 implemented_observables: - observable_name: NB-SIGMARED @@ -18,7 +17,7 @@ implemented_observables: description: Deep Inelastic Scattering label: NuTeV $\sigma_{c}^{\bar{\nu}}$ units: '' - process_type: DIS_DM_NB + process_type: DIS_CC tables: [] npoints: [] ndata: 45 @@ -28,35 +27,35 @@ implemented_observables: dataset_label: NuTeV $\sigma_{c}^{\bar{\nu}}$ y_label: $10^{i}\sigma_{\bar{\nu}}^{cc}(x,Q^2)$ result_transform: qbindis - data_reference: Goncharov:2001qe,MasonPhD + data_reference: Mason:2006qa y_scale: symlog line_by: - - k1 + - x normalize: y_scale: linear line_by: [] figure_by: - - k1 - plot_x: k2 + - x + plot_x: Q2 kinematic_coverage: - - k1 - - k2 - - k3 + - x + - Q2 + - y kinematics: variables: - k1: - description: Variable k1 - label: k1 - units: '' - k2: - description: Variable k2 - label: k2 + x: + description: Bjorken x + label: $x$ units: '' - k3: - description: Variable k3 - label: k3 + Q2: + description: Momentum transfer + label: '$Q^2$' + units: '$GeV^2$' + y: + description: inelasticity + label: $y$ units: '' - file: kinematics_NB-SIGMARED.yaml + file: kinematics_NB.yaml theory: conversion_factor: 1.0 operation: 'NULL' @@ -68,12 +67,16 @@ implemented_observables: data_uncertainties: - uncertainties_legacy_NB-SIGMARED.yaml experiment: NTVDMN + data_central: data_legacy_NB-SIGMARED.yaml + hepdata: + data_uncertainties: + - uncertainties_NB_hepdata.yaml + experiment: NTVDM legacy_dw: data_uncertainties: - uncertainties_legacy_dw_NB-SIGMARED.yaml experiment: NUCLEAR - data_central: data_legacy_dw_NB-SIGMARED.yaml - data_central: data_legacy_NB-SIGMARED.yaml + data_central: data_NB.yaml ported_from: NTVNBDMN - observable_name: NU-SIGMARED observable: @@ -90,35 +93,35 @@ implemented_observables: dataset_label: NuTeV $\sigma_{c}^{\nu}$ y_label: $10^{i}\sigma_{\nu}^{cc}(x,Q^2)$ result_transform: qbindis - data_reference: Goncharov:2001qe,MasonPhD + data_reference: Mason:2006qa y_scale: symlog line_by: - - k1 + - x normalize: y_scale: linear line_by: [] figure_by: - - k1 - plot_x: k2 + - x + plot_x: Q2 kinematic_coverage: - - k1 - - k2 - - k3 + - x + - Q2 + - y kinematics: variables: - k1: - description: Variable k1 - label: k1 - units: '' - k2: - description: Variable k2 - label: k2 + x: + description: Bjorken x + label: $x$ units: '' - k3: - description: Variable k3 - label: k3 + Q2: + description: Momentum transfer + label: '$Q^2$' + units: '$GeV^2$' + y: + description: inelasticity + label: $y$ units: '' - file: kinematics_NU-SIGMARED.yaml + file: kinematics_NU.yaml theory: conversion_factor: 1.0 operation: 'NULL' @@ -130,10 +133,14 @@ implemented_observables: data_uncertainties: - uncertainties_legacy_NU-SIGMARED.yaml experiment: NTVDMN + data_central: data_legacy_NU-SIGMARED.yaml + hepdata: + data_uncertainties: + - uncertainties_NU_hepdata.yaml + experiment: NTVDMN legacy_dw: data_uncertainties: - uncertainties_legacy_dw_NU-SIGMARED.yaml - data_central: data_legacy_dw_NU-SIGMARED.yaml experiment: NUCLEAR - data_central: data_legacy_NU-SIGMARED.yaml + data_central: data_NU.yaml ported_from: NTVNUDMN diff --git a/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/rawdata/NuTeVtable_bar.dat b/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/rawdata/NuTeVtable_bar.dat new file mode 100644 index 0000000000..eaac96ffb9 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/rawdata/NuTeVtable_bar.dat @@ -0,0 +1,45 @@ + 2. 77.88 0.349 0.015 0.3622 0.0994 0.0305 0.0017 0.0055 0.0021 0.0001 0.0080 0.0257 0.0129 0.0024 0.3503 0.5950 + 2. 77.88 0.349 0.042 0.3688 0.1032 0.0343 0.0076 0.0165 0.0116 0.0095 0.0075 0.0125 0.0186 0.0079 0.3531 0.3570 + 2. 77.88 0.349 0.072 0.3367 0.0919 0.0284 0.0098 0.0041 0.0079 0.0063 0.0132 0.0160 0.0066 0.0110 0.3624 0.3070 + 2. 77.88 0.349 0.114 0.2666 0.0706 0.0147 0.0023 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--- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/rawdata/NuTeVtable_nu.dat @@ -0,0 +1,45 @@ + 1. 88.29 0.324 0.021 0.4487 0.0790 0.0499 0.0135 0.0060 0.0156 0.0159 0.0110 0.0161 0.0353 0.0123 0.3682 0.6490 + 1. 88.29 0.324 0.057 0.5292 0.0918 0.0381 0.0137 0.0029 0.0079 0.0222 0.0126 0.0071 0.0213 0.0061 0.3738 0.4030 + 1. 88.29 0.324 0.101 0.4147 0.0672 0.0352 0.0238 0.0049 0.0059 0.0118 0.0069 0.0083 0.0188 0.0010 0.3831 0.4190 + 1. 88.29 0.324 0.167 0.3248 0.0505 0.0196 0.0053 0.0021 0.0005 0.0035 0.0019 0.0047 0.0176 0.0013 0.3801 0.4310 + 1. 88.29 0.324 0.326 0.1440 0.0204 0.0099 0.0064 0.0021 0.0017 0.0034 0.0041 0.0023 0.0042 0.0001 0.3925 0.6430 + 1. 88.29 0.558 0.021 0.7856 0.1108 0.0668 0.0168 0.0238 0.0122 0.0246 0.0225 0.0104 0.0468 0.0076 0.5896 0.5700 + 1. 88.29 0.558 0.057 0.7980 0.1050 0.0602 0.0139 0.0066 0.0139 0.0194 0.0175 0.0227 0.0446 0.0019 0.5898 0.4380 + 1. 88.29 0.558 0.101 0.7831 0.1027 0.0473 0.0298 0.0148 0.0192 0.0170 0.0033 0.0115 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1.5197 0.2043 0.0725 0.0421 0.0063 0.0103 0.0081 0.0367 0.0293 0.0323 0.0045 0.8375 0.5670 + 1. 174.29 0.771 0.057 1.2397 0.1631 0.0680 0.0240 0.0316 0.0265 0.0205 0.0192 0.0167 0.0356 0.0017 0.8322 0.4050 + 1. 174.29 0.771 0.101 1.0748 0.1493 0.0621 0.0306 0.0046 0.0044 0.0042 0.0047 0.0134 0.0516 0.0008 0.8358 0.4120 + 1. 174.29 0.771 0.167 0.8417 0.1301 0.0410 0.0104 0.0049 0.0071 0.0063 0.0033 0.0188 0.0322 0.0072 0.8454 0.4600 + 1. 174.29 0.771 0.326 0.3081 0.0530 0.0147 0.0116 0.0018 0.0028 0.0032 0.0017 0.0074 0.0020 0.0003 0.8423 0.5760 + 1. 247.00 0.324 0.021 1.3837 0.1989 0.0862 0.0340 0.0097 0.0180 0.0162 0.0209 0.0606 0.0382 0.0041 0.7301 0.7390 + 1. 247.00 0.324 0.057 1.4300 0.2144 0.0451 0.0068 0.0041 0.0252 0.0097 0.0129 0.0254 0.0199 0.0059 0.7365 0.5010 + 1. 247.00 0.324 0.101 1.0336 0.1499 0.0430 0.0223 0.0060 0.0138 0.0056 0.0084 0.0297 0.0117 0.0009 0.7377 0.4290 + 1. 247.00 0.324 0.167 0.7617 0.1072 0.0466 0.0184 0.0012 0.0104 0.0058 0.0023 0.0171 0.0353 0.0122 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0.0141 0.0211 0.0252 0.0192 0.0015 0.8883 0.4620 + 1. 247.00 0.771 0.167 0.8959 0.1360 0.0760 0.0612 0.0015 0.0127 0.0162 0.0155 0.0207 0.0306 0.0017 0.8890 0.5180 + 1. 247.00 0.771 0.326 0.3054 0.0508 0.0343 0.0277 0.0006 0.0035 0.0049 0.0061 0.0106 0.0150 0.0003 0.8914 0.6700 diff --git a/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/rawdata/README.md b/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/rawdata/README.md new file mode 100644 index 0000000000..4b360927e1 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/rawdata/README.md @@ -0,0 +1,213 @@ +## Copied from old Buildmaster implementation. +/* + * + * The NuteV dimuon cross sectio measurements + * + * The NuTev dimuon table is the cross section + * of neutrino and antineutrino produced charged current dimuons + * from charm production such that the muon from the decay of the + * charmed meson has an energy greater than 5 GeV (hence "forward"). + * The data has been corrected for detector smearing and acceptance + * effects, as well as for the background due to semileptonic pion + * and kaon decays. Rather than a model dependent charm production + * cross section, we are providing a model independent neutrino DIMUON + * production cross section. This has the advantage that users + * of the data are not subjected to our choice of fragmentation and + * decay models. They are however subject to the freedom and + * responsibility of providing their own. Further details regarding the + * table and its use are outlined in the references below. They are + * included with this package as gentle encouragement that they be + * read. It should be noted that the results included with this package + * supercede the NuTeV cross section values included in reference 1.) + * + * References: + * + * 1.) M. Goncharov et al, PRECISE MEASUREMENT OF DIMUON + * PRODUCTION CROSS-SECTIONS IN MUON NEUTRINO + * FE AND MUON ANTI-NEUTRINO FE DEEP INELASTIC + * SCATTERING AT THE TEVATRON + * Phys.Rev.D64:112006,2001, hep-ex/0102049 + * + * 2.) D. Mason, NUTEV STRANGE/ANTISTRANGE SEA MEASUREMENTS + * FROM NEUTRINO CHARM PRODUCTION + * DIS 2005 Proceedings pp 851-854 + * + * + * + * NuTeVtable.dat the data + * + * Data file: + * + * CROSS SECTION VALUES REPORTED HERE ARE: + * + * PI dsigma (E,x,y) + * 100 * ------------ * --------------- + * G^2 M_p E_nu dx dy + * + * The data file is formatted: 'f3.0,f7.2,2f6.3,13f8.4' + * There are 90 (2 polarities * 3 nu energies * 3 y * 5 x) data points. + * The data columns are as follows: + * + * 1. Polarity, 1=neutrino, 2=antineutrino + * 2. Neutrino energy of bin + * 3. y, inelasticity of bin + * 4. Bjorken x of bin + * 5. Cross section value + * 6. Cross section statistical error + * 7. Cross section total systematic error + * 8-15. Individual systematics to make up value in 7. as follows: + * 8 pi-K model numode + * 9 pi-K model nubarmode + * 10 toroid muon energy scale 1% + * 11 hadronic energy scale 0.5% + * 12 R_Longitudinal 20% + * 13 Muon range-out energy 2.5% + * 14 MC statistics + * 15 nu/nubar relative normalization 0.67% + * 16. Example 5GeV muon energy cut acceptance correction * + * 17. DOF for each bin. + * + * + * Important assumption -> + * The included acceptance corrections assume leading order kinematics, + * and were calculated within our leading order model (see ref. 1.) + * + * The updated NLO acceptance corrections can be determined + * from D. Mason's Ph. D. Thesis. Compare LO and NLO + * acceptances for each different value of Q2 + * + * How to use the experimental NuTev dimuon data: + * + * Fitting a charm cross section to this table entails modeling + * the fragmentation and semi-muonic decay of the charmed particle + * to find an acceptance correction for the 5 GeV cut on the decay muon, + * as outlined in reference 1.). As an example an acceptance correction + * is included in row 16 assuming NuTeV's LO model. The errors on + * each cross section point are constructed so that one may assume the + * bins to be independent of each other, and the correlations are taken + * into account via the degree of freedom for each bin. A good fit + * should give you a chi^2 around the sum of the DOF's of each bin, or + * around 40. A chi^2 of 90 is not a good fit. + * + * Questions regarding the use of this table may be addressed to: + * + * David Mason + * dmason@jeckyll.uoregon.edu + * + * The number for this observable (Dimuon cross sections from + * NuteV) is ITARGET=21 for nuetrinos and ITARGET=22 for + * antineutrinos + * + * NuTev target is iron, so it can be considered up to + * a good approximation an isoscalar target. Non-isoscalarity + * corrections can be easily applied at the level + * of PDF decomposition + * + * Note that this experiment must be divided into + * two data sets, one for neutrino DIS dimuons and the + * other for antineutrino DIS dimuons + * + * The statistical uncertainties in the neutrino set are + * much smaller than those in the antineutrino set, since + * in the first case the sample is almost five times larger + * than in the second + * + * For the time being CHORUS does not provide model-independent + * infor on neutrino dimuon cross sections but only + * a LO analysis, which cannot be used for us + * Ref: Nuclear Physics B 798 2008 1-16 + * + * The NuTev dimuon cross section table is indeed shown to be + * model independent in D. Mason's Ph.D. thesis, where it + * is shown that cross sections extracted from the NLO MC + * are essentially the same as those from the LO MC ones, + * which are publicly available + * + * The values of Q2 and W2 (required to be known both + * to implement acceptance corrections and to check if kinematical + * cuts should be imposed also for the NuTeV dimuon cross section + * data) + * The kinematical relations are the followning + * Q2 = s * x * y = 2 * MN * Enu * x * y + * W2 = Q2 * ( 1 - x ) / x + * + * To know Q2 is also important for the kinematical + * plance coverage plots! + * + * With the standard kinematical cuts, 4 points out of the total + * sample of 90 dimuon cross section points will be excluded, + * since they correspond to too small values of Q2 + * Update selkin.f with also Nutev dimuon data included + * for the kinematical cuts + * + * From the NuTeV acceptance correction plots we observe that + * Q2 is bounded to be in the range + * 2 GeV2 < Q2 < 250 GeV2 + * This is certainly wrong, there is a problem with that + * plot? Repeat with the acceptance corrections from + * the NuTev table! + * + * + * The kinematic variables are chosen to be (x,Q2,y), in order + * to be consistent with the other DIS observables + * The conversion between Q2 and E is straightforward, for + * fixed target kinematics + * + * Q2 = 2 MN Enu * ( x * y ) + * Enu = Q2 / ( 2 * MN * x * y ) + * + * Since we are going to use in any case the NLO acceptance + * corrections from NuTeV, we correct experimental data + * for these at the level of the filtering, to avoind + * having to do so at the level of the computation of the + * observable + * + * Similar considerations for the branching ratio of averaged + * charmed mesons into muons + * BRC = 0.099 \pm 0.012, same as used in NuTeV dimuon analysis + * from a reanalysis of 125 charm events measured by FNAL E531 + * + * Effects of finite charm mass, which are potentially important, + * can be implemented with a slow reescaling as in the + * case of the I-ZM-VFN for all other inclusive observables, + * just a modification of the x variable + * + * Important to understand if systematic uncertainties are + * completely correlated among them, or if we choose them + * to be completely uncorrelated + * In principle we have the full covariance matrix so we can + * choose to keep full dependence with the correlations + * + * Check the effective number of degrees of freedom quoted + * by the NuTev people, divided by Ndat it should give + * the expected reasonable value of the chi2 when all + * uncertainties are added in quadrature. + * DOFtot/fNData = 0.4867 for all 90 Nutev dimuon data points + * (some of them cut by kinematics) + * + * So finally the Nutev dimuon data takes errors in quadrature + * + * Possibility of adding nuclear corrections + * + * No absolute normalization uncertaintis are mentioned + * in the NuTeV dimuon papers, but a 2.1% normalization is + * quoted in the NuTeV inclusive structure function papers, + * Phys.Rev.D74:012008,2006. + * e-Print: hep-ex/0509010 + * + * NLO acceptance tables have been provided + * by D. Mason both for the NuTeV data and + * can be found in the data files + * + * nf20-1.25-0.60.nu.cor + * nf20-1.25-0.60.bar.cor + * + */ + +/* Note added by ERN 16th April 2018: + The value of BrC is updated from 0.099 +- 0.012 to + 0.086 +- 0.005 according to the PDG(2017) + The uncertainty on the BR is now accounted for as + an additional fully correlated systematic uncertainty +*/ + diff --git a/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/rawdata/nf20-1.25-0.60.bar.cor b/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/rawdata/nf20-1.25-0.60.bar.cor new file mode 100644 index 0000000000..f09ff253a8 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/rawdata/nf20-1.25-0.60.bar.cor @@ -0,0 +1,46 @@ + 0.35268 0.00062 + 0.34847 0.00059 + 0.35032 0.00059 + 0.35450 0.00059 + 0.35886 0.00058 + 0.55655 0.00059 + 0.55528 0.00056 + 0.55682 0.00056 + 0.56172 0.00056 + 0.56686 0.00056 + 0.65551 0.00055 + 0.65327 0.00052 + 0.65596 0.00052 + 0.65865 0.00052 + 0.66291 0.00052 + 0.58809 0.00056 + 0.58584 0.00053 + 0.58823 0.00053 + 0.59016 0.00053 + 0.59590 0.00053 + 0.73316 0.00046 + 0.73190 0.00044 + 0.73326 0.00044 + 0.73651 0.00044 + 0.74206 0.00044 + 0.79893 0.00041 + 0.79638 0.00039 + 0.79899 0.00038 + 0.80117 0.00039 + 0.80519 0.00039 + 0.71669 0.00046 + 0.71339 0.00043 + 0.71545 0.00043 + 0.71815 0.00044 + 0.72390 0.00044 + 0.82128 0.00036 + 0.81994 0.00034 + 0.82206 0.00034 + 0.82465 0.00034 + 0.82875 0.00034 + 0.86733 0.00031 + 0.86802 0.00029 + 0.86875 0.00029 + 0.86998 0.00029 + 0.87261 0.00030 + diff --git a/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/rawdata/nf20-1.25-0.60.nu.cor b/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/rawdata/nf20-1.25-0.60.nu.cor new file mode 100644 index 0000000000..2d4c265fbe --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/rawdata/nf20-1.25-0.60.nu.cor @@ -0,0 +1,46 @@ + 0.37251 0.00060 + 0.37141 0.00058 + 0.37510 0.00058 + 0.38126 0.00059 + 0.39674 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b/nnpdf_data/nnpdf_data/commondata/NUTEV_CC_NOTFIXED_FE/uncertainties_NB_hepdata.yaml @@ -0,0 +1,198 @@ +definitions: + stat: + description: statistical uncertainty + treatment: ADD + type: UNCORR + sys: + description: systematical uncertainty + treatment: MULT + type: CORR + norm: + description: Normalization uncertainty + treatment: MULT + type: NUTEVNORM1 + brunc: + description: Branching ratio uncertainty + treatment: MULT + type: NUTEVBRC1 +bins: +- stat: 3.239562026857729 + sys: 0.9940306018024219 + norm: 0.24789493650588795 + brunc: 0.6784207348272796 +- stat: 3.404043092810641 + sys: 1.1313825395678778 + norm: 0.25546155954651023 + brunc: 0.6991285154529564 +- stat: 3.0153055465872907 + sys: 0.9318245649954197 + norm: 0.2319947870321519 + brunc: 0.6349063684514283 +- stat: 2.289123421364071 + sys: 0.47663051408005447 + norm: 0.18152813579106078 + brunc: 0.4967929277259463 +- stat: 0.5925533025718095 + sys: 0.3875618897902105 + norm: 0.05360845743321284 + brunc: 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description: Normalization uncertainty + treatment: MULT + type: NUTEVNORM1 + brunc: + description: Branching ratio uncertainty + treatment: MULT + type: NUTEVBRC1 +bins: +- stat: 2.437641880785735 + sys: 1.5397256943190911 + norm: 0.2907489639250601 + brunc: 0.795700503352655 +- stat: 2.840990855908843 + sys: 1.1791040480405983 + norm: 0.3439270106741411 + brunc: 0.9412342930326796 +- stat: 2.0592209893453703 + sys: 1.078639565847575 + norm: 0.26686217008797664 + brunc: 0.7303288727092957 +- stat: 1.5224774959737255 + sys: 0.5909021568531687 + norm: 0.20563395058490272 + brunc: 0.5627639589077797 +- stat: 0.5910237400329931 + sys: 0.28682034442777604 + norm: 0.08761057793430249 + brunc: 0.23976622313711685 +- stat: 2.1764358780347335 + sys: 1.3121472622086658 + norm: 0.3240610879193666 + brunc: 0.8868666883398101 +- stat: 2.0602887582992846 + sys: 1.1812322214249231 + norm: 0.32882208582456585 + brunc: 0.899896239257159 +- stat: 2.0036999187204105 + sys: 0.9228335555547752 + norm: 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+ brunc: 0.9126820008395572 +- stat: 2.312561413130413 + sys: 0.5904801078585956 + norm: 0.3277000068554193 + brunc: 0.896825415586807 +- stat: 1.4469127179820245 + sys: 0.6110395814034364 + norm: 0.2153615350764824 + brunc: 0.5893857008113914 +- stat: 0.5949791199515092 + sys: 0.2726987633111084 + norm: 0.09463886626728694 + brunc: 0.25900072870084007 +- stat: 3.260791619179228 + sys: 1.411656676076208 + norm: 0.4526592139011652 + brunc: 1.238804635744842 +- stat: 3.0754706399768 + sys: 1.1411180677827133 + norm: 0.4252966532101706 + brunc: 1.1639207805423388 +- stat: 2.8384746494618343 + sys: 0.7055081803822989 + norm: 0.37550822372919973 + brunc: 1.0276634475347557 +- stat: 1.7675461286428698 + sys: 0.5649012017529776 + norm: 0.23800774211962827 + brunc: 0.6513621842354359 +- stat: 0.6253084440070703 + sys: 0.29288451709933033 + norm: 0.08656934114163457 + brunc: 0.23691664242373991 +- stat: 2.833652136536262 + sys: 1.0055789520258394 + norm: 0.442644758638166 + brunc: 1.2113978068915325 +- stat: 2.2587715744884287 + sys: 0.9417318642870212 + norm: 0.3605406593424857 + brunc: 0.9867013118294627 +- stat: 2.0634289490098094 + sys: 0.8582648207200883 + norm: 0.31194401957341333 + brunc: 0.8537055817553733 +- stat: 1.793155823311439 + sys: 0.5650990680689394 + norm: 0.24362247798697934 + brunc: 0.6667281827777212 +- stat: 0.7241808353330289 + sys: 0.20085770338482123 + norm: 0.08840608344694775 + brunc: 0.24194330445251164 +- stat: 3.1873728115656927 + sys: 1.3813551350274647 + norm: 0.46564968801725704 + brunc: 1.2743560153728983 +- stat: 3.4345632401772135 + sys: 0.7224757562126508 + norm: 0.4810631254781797 + brunc: 1.3165383839030642 +- stat: 2.3865759481226214 + sys: 0.6846081772466492 + norm: 0.34557747097778774 + brunc: 0.9457511521012253 +- stat: 1.6943524167677035 + sys: 0.7365375244531249 + norm: 0.2528204566501041 + brunc: 0.6919005381776249 +- stat: 0.5353598176611014 + sys: 0.38328659409360016 + norm: 0.09231930907858524 + brunc: 0.25265273420521417 +- stat: 3.67973834699766 + sys: 1.0942014405411908 + norm: 0.4839425244310327 + brunc: 1.3244185124001988 +- stat: 3.5346443701077854 + sys: 1.331734142583781 + norm: 0.45369685236312074 + brunc: 1.2416443688098542 +- stat: 2.5225356650072643 + sys: 0.7100675420666669 + norm: 0.32636859302188725 + brunc: 0.8931816995672887 +- stat: 1.5829270716592463 + sys: 0.6331708286636984 + norm: 0.2102595146993361 + brunc: 0.5754228645302029 +- stat: 0.6407812841693211 + sys: 0.3721984905919674 + norm: 0.09010066537637858 + brunc: 0.24658091236009463 +- stat: 2.9242457740714602 + sys: 2.1872833861664556 + norm: 0.4623586625470208 + brunc: 1.265349377523319 +- stat: 2.466684691935579 + sys: 1.140989042313271 + norm: 0.38573813476194074 + brunc: 1.0556599199834176 +- stat: 2.0095808336227994 + sys: 0.6201440853757857 + norm: 0.30483221766272406 + brunc: 0.8342425223391464 +- stat: 1.7744689151536386 + sys: 0.9916149819976214 + norm: 0.24547559355006648 + brunc: 0.6717996539410687 +- stat: 0.6582954295118505 + sys: 0.4444790006349699 + norm: 0.08310850211872643 + brunc: 0.2274452712608824 From 2b03d8bca6cb35f0053b7705b36693520b7eaea8 Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Tue, 29 Oct 2024 09:44:22 +0100 Subject: [PATCH 23/32] minor fixes --- .../CHORUS_CC_NOTFIXED_PB/filter.py | 12 +- .../CHORUS_CC_NOTFIXED_PB/kinematics.yaml | 1214 ++++++++--------- .../commondata/NMC_NC_NOTFIXED/metadata.yaml | 1 - 3 files changed, 614 insertions(+), 613 deletions(-) diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/filter.py b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/filter.py index 72471f43f6..e7aeeee84d 100644 --- a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/filter.py @@ -13,9 +13,11 @@ # Nucleon Mass determined using scikithep/particle for Pb208 in GeV M_NEUTRON = 939.565346 * 0.001 M_PROTON = 938.272013 * 0.001 -A = 208 # A(Pb): Atomic Mass -Z = 82 # Z(Pb): Atomic Number -MN = 193.729 / (Z * M_PROTON + (A - Z) * M_NEUTRON) +# A = 208 # A(Pb): Atomic Mass +# Z = 82 # Z(Pb): Atomic Number +# MN = 193.729 / (Z * M_PROTON + (A - Z) * M_NEUTRON) +# The old implementation used the isoscalar average. +MN = (M_PROTON + M_NEUTRON)/2 # Normalization factor, to match old implementation NORM_FACT = 10 @@ -69,8 +71,8 @@ def read_tables(): dfs_nub = dfs_nub.astype(float) # compute Q2 - dfs_nu["Q2"] = 2 * M_PROTON * dfs_nu.x * dfs_nu.y * dfs_nu.E - dfs_nub["Q2"] = 2 * M_PROTON * dfs_nub.x * dfs_nub.y * dfs_nub.E + dfs_nu["Q2"] = 2 * MN * dfs_nu.x * dfs_nu.y * dfs_nu.E + dfs_nub["Q2"] = 2 * MN * dfs_nub.x * dfs_nub.y * dfs_nub.E return dfs_nu, dfs_nub diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/kinematics.yaml b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/kinematics.yaml index 59dbe6ff96..5459218fa5 100644 --- a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/kinematics.yaml +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/kinematics.yaml @@ -5,7 +5,7 @@ bins: max: null Q2: min: null - mid: 0.28148160390000004 + mid: 0.28167560385 max: null y: min: null @@ -17,7 +17,7 @@ bins: max: null Q2: min: null - mid: 0.37530880520000004 + mid: 0.37556747180000005 max: null y: min: null @@ -29,7 +29,7 @@ bins: max: null Q2: min: null - mid: 0.46913600650000004 + mid: 0.46945933975000004 max: null y: min: null @@ -41,7 +41,7 @@ bins: max: null Q2: min: null - mid: 0.5629632078000001 + mid: 0.5633512077 max: null y: min: null @@ -53,7 +53,7 @@ bins: max: null Q2: min: null - mid: 0.6567904091000001 + mid: 0.6572430756500001 max: null y: min: null @@ -65,7 +65,7 @@ bins: max: null Q2: min: null - mid: 0.633333608775 + mid: 0.6337701086624999 max: null y: min: null @@ -77,7 +77,7 @@ bins: max: null Q2: min: null - mid: 0.8444448117000001 + mid: 0.84502681155 max: null y: min: null @@ -89,7 +89,7 @@ bins: max: null Q2: min: null - mid: 1.055556014625 + mid: 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mid: 17.55777930665 max: null y: min: null @@ -7073,7 +7073,7 @@ bins: max: null Q2: min: null - mid: 26.31852996465 + mid: 26.336668959974997 max: null y: min: null @@ -7085,7 +7085,7 @@ bins: max: null Q2: min: null - mid: 35.0913732862 + mid: 35.1155586133 max: null y: min: null @@ -7097,7 +7097,7 @@ bins: max: null Q2: min: null - mid: 11.1654369547 + mid: 11.17313228605 max: null y: min: null @@ -7109,7 +7109,7 @@ bins: max: null Q2: min: null - mid: 22.3308739094 + mid: 22.3462645721 max: null y: min: null @@ -7121,7 +7121,7 @@ bins: max: null Q2: min: null - mid: 33.496310864099996 + mid: 33.519396858149996 max: null y: min: null @@ -7133,7 +7133,7 @@ bins: max: null Q2: min: null - mid: 44.6617478188 + mid: 44.6925291442 max: null y: min: null @@ -7145,7 +7145,7 @@ bins: max: null Q2: min: null - mid: 14.355561798900002 + mid: 14.365455796350002 max: null y: min: null @@ -7157,7 +7157,7 @@ bins: max: null Q2: min: null - mid: 28.711123597800004 + mid: 28.730911592700004 max: null y: min: null @@ -7169,7 +7169,7 @@ bins: max: null Q2: min: null - mid: 43.0666853967 + mid: 43.09636738905 max: null y: min: null @@ -7181,7 +7181,7 @@ bins: max: null Q2: min: null - mid: 57.42224719560001 + mid: 57.46182318540001 max: null y: min: null @@ -7193,7 +7193,7 @@ bins: max: null Q2: min: null - mid: 17.5456866431 + mid: 17.55777930665 max: null y: min: null @@ -7205,7 +7205,7 @@ bins: max: null Q2: min: null - mid: 35.0913732862 + mid: 35.1155586133 max: null y: min: null @@ -7217,7 +7217,7 @@ bins: max: null Q2: min: null - mid: 52.6370599293 + mid: 52.673337919949994 max: null y: min: null @@ -7229,7 +7229,7 @@ bins: max: null Q2: min: null - mid: 70.1827465724 + mid: 70.2311172266 max: null y: min: null @@ -7241,7 +7241,7 @@ bins: max: null Q2: min: null - mid: 20.7358114873 + mid: 20.75010281695 max: null y: min: null @@ -7253,7 +7253,7 @@ bins: max: null Q2: min: null - mid: 41.4716229746 + mid: 41.5002056339 max: null y: min: null @@ -7265,7 +7265,7 @@ bins: max: null Q2: min: null - mid: 62.2074344619 + mid: 62.25030845085 max: null y: min: null @@ -7277,7 +7277,7 @@ bins: max: null Q2: min: null - mid: 82.9432459492 + mid: 83.0004112678 max: null y: min: null diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/metadata.yaml index 656ab35513..5914d53f10 100644 --- a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED/metadata.yaml @@ -27,7 +27,6 @@ implemented_observables: theory_reference: Bertone:2013vaa dataset_label: NMC $d/p$ y_label: $F_2^d/F_2^p(x,Q^2)$ - data_reference: Arneodo:1996qe figure_by: - x plot_x: Q2 From a5ef4c2833b677e34b5eb5a0fe08cf6108031148 Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Thu, 14 Nov 2024 11:41:05 +0100 Subject: [PATCH 24/32] move nmc utils to filter_utils --- .../NMC_NC_NOTFIXED_D_HEPDATA/filter.py | 7 +- .../NMC_NC_NOTFIXED_P_HEPDATA/filter.py | 86 +------------------ .../filter_utils/nmc_hepdata_utils.py | 59 +++++++++++++ 3 files changed, 62 insertions(+), 90 deletions(-) create mode 100644 nnpdf_data/nnpdf_data/filter_utils/nmc_hepdata_utils.py diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/filter.py b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/filter.py index 25f4f82c73..fd357c5098 100644 --- a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/filter.py @@ -5,12 +5,9 @@ import pathlib -HERE = pathlib.Path(__file__).parent +from nnpdf_data.filter_utils.nmc_hepdata_utils import read_tables, write_files -from nnpdf_data.commondata.NMC_NC_NOTFIXED_P_HEPDATA.filter import ( - read_tables, - write_files, -) +HERE = pathlib.Path(__file__).parent if __name__ == "__main__": df = read_tables(HERE / "rawdata", header_line=12) diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/filter.py b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/filter.py index 90c054a9ac..0d7e0b311f 100644 --- a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/filter.py @@ -5,94 +5,10 @@ import pathlib -import pandas as pd -import yaml - -from nnpdf_data.filter_utils.utils import check_xq2_degenearcy +from nnpdf_data.filter_utils.nmc_hepdata_utils import read_tables, write_files HERE = pathlib.Path(__file__).parent - -def read_tables(store_path, header_line): - """Parse Tables.""" - dfs = pd.DataFrame() - for file in store_path.iterdir(): - with open(file, "r", encoding="utf-8") as f: - lines = f.readlines() - df = pd.DataFrame( - [l.split(",") for l in lines[header_line:-1]], - columns=[ - "Q2", - "R", - "F2", - "stat+", - "stat-", - "sys+", - "sys-", - ], - ) - df["x"] = float(lines[header_line - 2].split(",")[1]) - dfs = pd.concat([dfs, df], ignore_index=True) if not dfs.empty else df - - dfs = dfs.astype(float) - check_xq2_degenearcy(dfs.Q2.values, dfs.x.values) - return dfs.sort_values(["x", "Q2"]) - - -def write_files(df, store_path): - """Write kinematics, central value and uncertainties files.""" - - # Write central data - data_central_yaml = {"data_central": [float(x) for x in df["F2"]]} - with open(store_path / "data.yaml", "w", encoding="utf-8") as file: - yaml.dump(data_central_yaml, file) - - # Write kin file - kin = [] - for _, row in df.iterrows(): - kin_value = { - "x": { - "min": None, - "mid": float(row.x), - "max": None, - }, - "Q2": { - "min": None, - "mid": float(row.Q2), - "max": None, - }, - } - kin.append(kin_value) - kinematics_yaml = {"bins": kin} - with open(store_path / "kinematics.yaml", "w", encoding="utf-8") as file: - yaml.dump(kinematics_yaml, file, sort_keys=False) - - # loop on data points - error_definition = { - "stat": { - "description": "statistical uncertainty", - "treatment": "ADD", - "type": "UNCORR", - }, - "sys": { - "description": "systematical uncertainty", - "treatment": "MULT", - "type": "CORR", - }, - } - error = [] - for _, row in df.iterrows(): - e = { - "stat": float(row["stat+"]), - "sys": float(row["sys+"]), - } - error.append(e) - - uncertainties_yaml = {"definitions": error_definition, "bins": error} - with open(store_path / "uncertainties.yaml", "w", encoding="utf-8") as file: - yaml.dump(uncertainties_yaml, file, sort_keys=False) - - if __name__ == "__main__": df = read_tables(HERE / "rawdata", header_line=14) write_files(df, HERE) diff --git a/nnpdf_data/nnpdf_data/filter_utils/nmc_hepdata_utils.py b/nnpdf_data/nnpdf_data/filter_utils/nmc_hepdata_utils.py new file mode 100644 index 0000000000..8c72cf8bbb --- /dev/null +++ b/nnpdf_data/nnpdf_data/filter_utils/nmc_hepdata_utils.py @@ -0,0 +1,59 @@ +""""Common functions to parse NMC data from Hepdata.""" + +import pandas as pd +import yaml + +from .utils import check_xq2_degenearcy + + +def read_tables(store_path, header_line): + """Parse Tables.""" + dfs = pd.DataFrame() + for file in store_path.iterdir(): + with open(file, "r", encoding="utf-8") as f: + lines = f.readlines() + df = pd.DataFrame( + [l.split(",") for l in lines[header_line:-1]], + columns=["Q2", "R", "F2", "stat+", "stat-", "sys+", "sys-"], + ) + df["x"] = float(lines[header_line - 2].split(",")[1]) + dfs = pd.concat([dfs, df], ignore_index=True) if not dfs.empty else df + + dfs = dfs.astype(float) + check_xq2_degenearcy(dfs.Q2.values, dfs.x.values) + return dfs.sort_values(["x", "Q2"]) + + +def write_files(df, store_path): + """Write kinematics, central value and uncertainties files.""" + + # Write central data + data_central_yaml = {"data_central": [float(x) for x in df["F2"]]} + with open(store_path / "data.yaml", "w", encoding="utf-8") as file: + yaml.dump(data_central_yaml, file) + + # Write kin file + kin = [] + for _, row in df.iterrows(): + kin_value = { + "x": {"min": None, "mid": float(row.x), "max": None}, + "Q2": {"min": None, "mid": float(row.Q2), "max": None}, + } + kin.append(kin_value) + kinematics_yaml = {"bins": kin} + with open(store_path / "kinematics.yaml", "w", encoding="utf-8") as file: + yaml.dump(kinematics_yaml, file, sort_keys=False) + + # loop on data points + error_definition = { + "stat": {"description": "statistical uncertainty", "treatment": "ADD", "type": "UNCORR"}, + "sys": {"description": "systematical uncertainty", "treatment": "MULT", "type": "CORR"}, + } + error = [] + for _, row in df.iterrows(): + e = {"stat": float(row["stat+"]), "sys": float(row["sys+"])} + error.append(e) + + uncertainties_yaml = {"definitions": error_definition, "bins": error} + with open(store_path / "uncertainties.yaml", "w", encoding="utf-8") as file: + yaml.dump(uncertainties_yaml, file, sort_keys=False) From 613be2b21bad2e3d3997f18ce10bd066c95e1e2c Mon Sep 17 00:00:00 2001 From: "Juan M. Cruz-Martinez" Date: Tue, 19 Nov 2024 21:00:55 -0500 Subject: [PATCH 25/32] change lru_cache to cache --- validphys2/src/validphys/commondataparser.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/validphys2/src/validphys/commondataparser.py b/validphys2/src/validphys/commondataparser.py index 411101c153..99d7d1ca19 100644 --- a/validphys2/src/validphys/commondataparser.py +++ b/validphys2/src/validphys/commondataparser.py @@ -37,7 +37,7 @@ """ import dataclasses -from functools import cached_property, lru_cache +from functools import cached_property, cache import logging from operator import attrgetter from pathlib import Path @@ -819,13 +819,13 @@ def select_observable(self, obs_name_raw): return observable -@lru_cache +@cache def parse_set_metadata(metadata_file): """Read the metadata file""" return parse_yaml_inp(metadata_file, SetMetaData) -@lru_cache +@cache def parse_new_metadata(metadata_file, observable_name, variant=None): """Given a metadata file in the new format and the specific observable to be read load and parse the metadata and select the observable. If any variants are selected, apply them. @@ -949,7 +949,7 @@ def load_commondata_new(metadata): ########################################### -@lru_cache +@cache def load_commondata(spec): """ Load the data corresponding to a CommonDataSpec object. From 483188b2a7e017d82eeb951acd26365f5415d19a Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Mon, 2 Dec 2024 12:14:03 +0100 Subject: [PATCH 26/32] Add some legacy syst erro for EMC --- .../commondata/EMC_NC_250GEV/filter.py | 41 +++++++++------ .../commondata/EMC_NC_250GEV/kinematics.yaml | 26 +++++----- .../EMC_NC_250GEV/uncertainties_rzero.yaml | 52 ++++++++++++++++++- nnpdf_data/nnpdf_data/filter_utils/utils.py | 2 +- 4 files changed, 90 insertions(+), 31 deletions(-) diff --git a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV/filter.py b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV/filter.py index 1b2e761a17..b755688f26 100644 --- a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV/filter.py @@ -1,5 +1,6 @@ """Implement Hepdata F2 charm data from Table 1 (ie. fig 14 of the paper). EMC assumes R=0. Branching Ration of 0.82 has been included to match the normalization of the legacy version.""" + import pandas as pd import pathlib import yaml @@ -11,13 +12,17 @@ NORM = 0.82 M_P = 0.938 +# NOTE: Systematic uncertainties which is estimated as in the legacy variant, +# as a factor of 15 %, see old buildmaster. +SYST_ERR = 0.15 +BR_ERR = 0.012 + + def read_tables(): """Read Hepdata table.""" dfs = pd.DataFrame() - with open( - HERE / "rawdata" / "HEPData-ins180921-v1-Table_1.csv", encoding="utf-8" - ) as f: + with open(HERE / "rawdata" / "HEPData-ins180921-v1-Table_1.csv", encoding="utf-8") as f: lines = f.readlines() # loop on columns @@ -31,7 +36,7 @@ def read_tables(): df["x_max"] = float(lines[idx_line + 1].split("TO")[-1]) df["x"] = (df.x_min + df.x_max) / 2 df["sqrts"] = float(lines[idx_line].split(",")[-1]) - df["y"] = df.Q2 / (df.x * (df.sqrts ** 2 - M_P ** 2)) + df["y"] = df.Q2 / (df.x * (df.sqrts**2 - M_P**2)) dfs = pd.concat([dfs, df], ignore_index=True) if not dfs.empty else df return dfs @@ -48,21 +53,13 @@ def write_files(df): kin = [] for _, row in df.iterrows(): kin_value = { - "x": { - "min": float(row.x_min), - "mid": float(row.x), - "max": float(row.x_max), - }, + "x": {"min": float(row.x_min), "mid": float(row.x), "max": float(row.x_max)}, "Q2": { "min": float(row.Q2_min), - "mid": float(row.Q2), + "mid": round(float(row.Q2), 2), "max": float(row.Q2_max), }, - "y": { - "min": None, - "mid": float(row.y), - "max": None, - }, + "y": {"min": None, "mid": float(row.y), "max": None}, } kin.append(kin_value) kinematics_yaml = {"bins": kin} @@ -72,15 +69,27 @@ def write_files(df): # loop on data points error_definition = { "stat": { - "description": "Total experimental uncertainty", + "description": "Total statistical uncertainty", "treatment": "ADD", "type": "UNCORR", }, + "sys": { + "description": "Total systematical uncertainty", + "treatment": "MULT", + "type": "CORR", + }, + "norm": { + "description": "Normalization error due to BR ratio", + "treatment": "MULT", + "type": "CORR", + }, } error = [] for _, row in df.iterrows(): e = { "stat": round(float(row["error+"]) * NORM, 7), + "sys": round(float(row["F2"]) * NORM * SYST_ERR, 7), + "norm": round(float(row["F2"]) * NORM * BR_ERR, 7), } error.append(e) diff --git a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV/kinematics.yaml b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV/kinematics.yaml index b9cd6ed6f4..145ec8a085 100644 --- a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV/kinematics.yaml +++ b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV/kinematics.yaml @@ -5,7 +5,7 @@ bins: max: 0.0056 Q2: min: 1.0 - mid: 1.3900000000000001 + mid: 1.39 max: 1.78 y: min: null @@ -17,7 +17,7 @@ bins: max: 0.01 Q2: min: 1.0 - mid: 1.3900000000000001 + mid: 1.39 max: 1.78 y: min: null @@ -53,7 +53,7 @@ bins: max: 0.0178 Q2: min: 3.16 - mid: 4.390000000000001 + mid: 4.39 max: 5.62 y: min: null @@ -77,7 +77,7 @@ bins: max: 0.0316 Q2: min: 3.16 - mid: 4.390000000000001 + mid: 4.39 max: 5.62 y: min: null @@ -89,7 +89,7 @@ bins: max: 0.0316 Q2: min: 5.62 - mid: 7.8100000000000005 + mid: 7.81 max: 10.0 y: min: null @@ -101,7 +101,7 @@ bins: max: 0.0562 Q2: min: 3.16 - mid: 4.390000000000001 + mid: 4.39 max: 5.62 y: min: null @@ -113,7 +113,7 @@ bins: max: 0.0562 Q2: min: 5.62 - mid: 7.8100000000000005 + mid: 7.81 max: 10.0 y: min: null @@ -137,7 +137,7 @@ bins: max: 0.1 Q2: min: 5.62 - mid: 7.8100000000000005 + mid: 7.81 max: 10.0 y: min: null @@ -161,7 +161,7 @@ bins: max: 0.1 Q2: min: 17.8 - mid: 24.700000000000003 + mid: 24.7 max: 31.6 y: min: null @@ -185,7 +185,7 @@ bins: max: 0.178 Q2: min: 17.8 - mid: 24.700000000000003 + mid: 24.7 max: 31.6 y: min: null @@ -197,7 +197,7 @@ bins: max: 0.178 Q2: min: 31.6 - mid: 43.900000000000006 + mid: 43.9 max: 56.2 y: min: null @@ -209,7 +209,7 @@ bins: max: 0.316 Q2: min: 17.8 - mid: 24.700000000000003 + mid: 24.7 max: 31.6 y: min: null @@ -221,7 +221,7 @@ bins: max: 0.316 Q2: min: 31.6 - mid: 43.900000000000006 + mid: 43.9 max: 56.2 y: min: null diff --git a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV/uncertainties_rzero.yaml b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV/uncertainties_rzero.yaml index 7cca568ff3..b104f9741d 100644 --- a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV/uncertainties_rzero.yaml +++ b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV/uncertainties_rzero.yaml @@ -1,27 +1,77 @@ definitions: stat: - description: Total experimental uncertainty + description: Total statistical uncertainty treatment: ADD type: UNCORR + sys: + description: Total systematical uncertainty + treatment: MULT + type: CORR + norm: + description: Normalization error due to BR ratio + treatment: MULT + type: CORR bins: - stat: 0.000287 + sys: 0.0006679 + norm: 5.34e-05 - stat: 0.0004756 + sys: 0.0004268 + norm: 3.41e-05 - stat: 0.000492 + sys: 0.0012915 + norm: 0.0001033 - stat: 0.0006806 + sys: 0.0007712 + norm: 6.17e-05 - stat: 0.000574 + sys: 0.001599 + norm: 0.0001279 - stat: 0.0012218 + sys: 0.0002989 + norm: 2.39e-05 - stat: 0.0007216 + sys: 0.0010135 + norm: 8.11e-05 - stat: 0.00082 + sys: 0.0022386 + norm: 0.0001791 - stat: 0.0026404 + sys: 0.0008548 + norm: 6.84e-05 - stat: 0.000902 + sys: 0.0013161 + norm: 0.0001053 - stat: 0.001066 + sys: 0.00246 + norm: 0.0001968 - stat: 0.0011644 + sys: 0.0003567 + norm: 2.85e-05 - stat: 0.001066 + sys: 0.0014145 + norm: 0.0001132 - stat: 0.001394 + sys: 0.0022263 + norm: 0.0001781 - stat: 0.0014104 + sys: 0.0004637 + norm: 3.71e-05 - stat: 0.0011316 + sys: 0.0008167 + norm: 6.53e-05 - stat: 0.001394 + sys: 0.0013038 + norm: 0.0001043 - stat: 0.0015088 + sys: 0.0003223 + norm: 2.58e-05 - stat: 0.0008364 + sys: 0.0003333 + norm: 2.67e-05 - stat: 0.0015334 + sys: 0.0008708 + norm: 6.97e-05 - stat: 0.0012464 + sys: 0.000337 + norm: 2.7e-05 diff --git a/nnpdf_data/nnpdf_data/filter_utils/utils.py b/nnpdf_data/nnpdf_data/filter_utils/utils.py index c4dbdf57b5..ba8d6e027a 100644 --- a/nnpdf_data/nnpdf_data/filter_utils/utils.py +++ b/nnpdf_data/nnpdf_data/filter_utils/utils.py @@ -485,4 +485,4 @@ def uncert_skip_variant(source_file, skip_file, uncert_file, uncert_name, remove with open(uncert_file, 'w') as file: yaml.dump(content_uncert, file, sort_keys=False) if remove_source: - os.remove(source_file) \ No newline at end of file + os.remove(source_file) From 1cf105135f8186c67e08a3136d199ebaa94efbc7 Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Mon, 2 Dec 2024 17:07:38 +0100 Subject: [PATCH 27/32] add CHORUSQEDRADCOR and CHORUSISOTARGCOR --- .../CHORUS_CC_NOTFIXED_PB/filter.py | 93 +- .../uncertainties_nb_hepdata.yaml | 1222 +++++++++++++++++ .../uncertainties_nu_hepdata.yaml | 1222 +++++++++++++++++ .../commondata/EMC_NC_250GEV/filter.py | 4 +- 4 files changed, 2492 insertions(+), 49 deletions(-) diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/filter.py b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/filter.py index e7aeeee84d..623a2e6f75 100644 --- a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/filter.py @@ -17,24 +17,30 @@ # Z = 82 # Z(Pb): Atomic Number # MN = 193.729 / (Z * M_PROTON + (A - Z) * M_NEUTRON) # The old implementation used the isoscalar average. -MN = (M_PROTON + M_NEUTRON)/2 +MN = (M_PROTON + M_NEUTRON) / 2 # Normalization factor, to match old implementation NORM_FACT = 10 +def read_legacy_uncertainties(legacy_unc_file): + """Parse the CHORUSISOTARGCOR and CHORUSQEDRADCOR from the legacy variant.""" + with open(legacy_unc_file, encoding="utf-8") as f: + legacy_unc_nb = yaml.safe_load(f) + + isotargt_err = [] + qed_err = [] + for p in legacy_unc_nb['bins']: + isotargt_err.append(p["sys_corr_1"]) + qed_err.append(p["sys_corr_2"]) + return isotargt_err, qed_err + + def read_tables(): """Parse Tables.""" dfs_nu = pd.DataFrame() dfs_nub = pd.DataFrame() - columns = [ - "y", - "sigma", - "stat+", - "stat-", - "sys+", - "sys-", - ] + columns = ["y", "sigma", "stat+", "stat-", "sys+", "sys-"] # here we want to keep the same ordering as # the hepdata tables @@ -48,25 +54,29 @@ def read_tables(): # read values df_nu = pd.DataFrame([l.split(",") for l in lines[5:size]], columns=columns) - df_nub = pd.DataFrame( - [l.split(",") for l in lines[size + 6 : -1]], columns=columns - ) + df_nub = pd.DataFrame([l.split(",") for l in lines[size + 6 : -1]], columns=columns) df_nu["x"] = float(lines[3].split(",")[1]) df_nub["x"] = float(lines[size + 4].split(",")[1]) df_nu["E"] = float(lines[0].split(",")[1]) df_nub["E"] = float(lines[size + 1].split(",")[1]) - dfs_nu = ( - pd.concat([dfs_nu, df_nu], ignore_index=True) - if not dfs_nu.empty - else df_nu - ) + dfs_nu = pd.concat([dfs_nu, df_nu], ignore_index=True) if not dfs_nu.empty else df_nu dfs_nub = ( - pd.concat([dfs_nub, df_nub], ignore_index=True) - if not dfs_nub.empty - else df_nub + pd.concat([dfs_nub, df_nub], ignore_index=True) if not dfs_nub.empty else df_nub ) + # here we need to load also 2 uncertainties from the legacy file, + # as these are not present in hepdata but wes still want to keep the, + isotargt_err_nu, qed_err_nu = read_legacy_uncertainties("uncertainties_legacy_NU-SIGMARED.yaml") + isotargt_err_nub, qed_err_nub = read_legacy_uncertainties( + "uncertainties_legacy_NB-SIGMARED.yaml" + ) + + dfs_nu["isotargt_err"] = isotargt_err_nu + dfs_nub["isotargt_err"] = isotargt_err_nub + dfs_nu["qed_err"] = qed_err_nu + dfs_nub["qed_err"] = qed_err_nub + dfs_nu = dfs_nu.astype(float) dfs_nub = dfs_nub.astype(float) @@ -81,9 +91,7 @@ def write_files(df, variant): """Write kinematics, central value and uncertainties files.""" # Write central data - data_central_yaml = { - "data_central": [round(float(x), 4) for x in df["sigma"] / NORM_FACT] - } + data_central_yaml = {"data_central": [round(float(x), 4) for x in df["sigma"] / NORM_FACT]} with open(HERE / f"data_{variant}.yaml", "w", encoding="utf-8") as file: yaml.dump(data_central_yaml, file) @@ -91,21 +99,9 @@ def write_files(df, variant): kin = [] for _, row in df.iterrows(): kin_value = { - "x": { - "min": None, - "mid": float(row.x), - "max": None, - }, - "Q2": { - "min": None, - "mid": float(row.Q2), - "max": None, - }, - "y": { - "min": None, - "mid": float(row.y), - "max": None, - }, + "x": {"min": None, "mid": float(row.x), "max": None}, + "Q2": {"min": None, "mid": float(row.Q2), "max": None}, + "y": {"min": None, "mid": float(row.y), "max": None}, } kin.append(kin_value) kinematics_yaml = {"bins": kin} @@ -115,13 +111,16 @@ def write_files(df, variant): # loop on data points error_definition = { - "stat": { - "description": "statistical uncertainty", - "treatment": "ADD", - "type": "UNCORR", + "stat": {"description": "statistical uncertainty", "treatment": "ADD", "type": "UNCORR"}, + "sys": {"description": "systematical uncertainty", "treatment": "MULT", "type": "CORR"}, + # NOTE: these uncertainties are directly coming from the legacy variant + "CHORUSISOTARGCOR": { + "description": "Isoscalar target correction interpreted as uncertainty", + "treatment": "MULT", + "type": "CORR", }, - "sys": { - "description": "systematical uncertainty", + "CHORUSQEDRADCOR": { + "description": "QED radiation correction interpreted as uncertainty", "treatment": "MULT", "type": "CORR", }, @@ -131,13 +130,13 @@ def write_files(df, variant): e = { "stat": float(row["stat+"]) / NORM_FACT, "sys": float(row["sys+"]) / NORM_FACT, + "CHORUSISOTARGCOR": float(row["isotargt_err"]), + "CHORUSQEDRADCOR": float(row["qed_err"]), } error.append(e) uncertainties_yaml = {"definitions": error_definition, "bins": error} - with open( - HERE / f"uncertainties_{variant}_hepdata.yaml", "w", encoding="utf-8" - ) as file: + with open(HERE / f"uncertainties_{variant}_hepdata.yaml", "w", encoding="utf-8") as file: yaml.dump(uncertainties_yaml, file, sort_keys=False) diff --git a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/uncertainties_nb_hepdata.yaml b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/uncertainties_nb_hepdata.yaml index 2a710bc1f2..1b7ec7f071 100644 --- a/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/uncertainties_nb_hepdata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/CHORUS_CC_NOTFIXED_PB/uncertainties_nb_hepdata.yaml @@ -7,1218 +7,2440 @@ definitions: description: systematical uncertainty treatment: MULT type: CORR + CHORUSISOTARGCOR: + description: Isoscalar target correction interpreted as uncertainty + treatment: MULT + type: CORR + CHORUSQEDRADCOR: + description: QED radiation correction interpreted as uncertainty + treatment: MULT + type: CORR bins: - stat: 0.0506 sys: 0.0865 + CHORUSISOTARGCOR: -0.01074723000000001 + CHORUSQEDRADCOR: 0.092795766 - stat: 0.048 sys: 0.073 + CHORUSISOTARGCOR: -0.00883641600000003 + CHORUSQEDRADCOR: 0.08364527999999999 - stat: 0.0477 sys: 0.058499999999999996 + CHORUSISOTARGCOR: -0.007782239999999944 + CHORUSQEDRADCOR: 0.08194102500000003 - stat: 0.044700000000000004 sys: 0.056999999999999995 + CHORUSISOTARGCOR: -0.006282768000000011 + CHORUSQEDRADCOR: 0.07488343 - stat: 0.0472 sys: 0.054900000000000004 + CHORUSISOTARGCOR: -0.005848529999999926 + CHORUSQEDRADCOR: 0.077902135 - stat: 0.0446 sys: 0.0666 + CHORUSISOTARGCOR: -0.02233301499999997 + CHORUSQEDRADCOR: 0.09012201000000004 - stat: 0.044 sys: 0.05669999999999999 + CHORUSISOTARGCOR: -0.02012595000000008 + CHORUSQEDRADCOR: 0.08757368499999998 - stat: 0.0422 sys: 0.0517 + CHORUSISOTARGCOR: -0.01706161799999994 + CHORUSQEDRADCOR: 0.07854460200000002 - stat: 0.0421 sys: 0.0595 + CHORUSISOTARGCOR: -0.01590241599999992 + CHORUSQEDRADCOR: 0.07837743999999999 - stat: 0.0378 sys: 0.0463 + CHORUSISOTARGCOR: -0.01198537999999993 + CHORUSQEDRADCOR: 0.06087073999999997 - stat: 0.0412 sys: 0.0634 + CHORUSISOTARGCOR: -0.03796754000000009 + CHORUSQEDRADCOR: 0.078283972 - stat: 0.040400000000000005 sys: 0.0591 + CHORUSISOTARGCOR: -0.034443288 + CHORUSQEDRADCOR: 0.07638112800000002 - stat: 0.0374 sys: 0.0606 + CHORUSISOTARGCOR: -0.02849567000000001 + CHORUSQEDRADCOR: 0.06629740100000003 - stat: 0.0344 sys: 0.0451 + CHORUSISOTARGCOR: -0.02324394000000004 + CHORUSQEDRADCOR: 0.05717883000000003 - stat: 0.032100000000000004 sys: 0.0334 + CHORUSISOTARGCOR: -0.01855699400000003 + CHORUSQEDRADCOR: 0.04539905599999999 - stat: 0.0365 sys: 0.0521 + CHORUSISOTARGCOR: -0.04937980700000002 + CHORUSQEDRADCOR: 0.05557751300000002 - stat: 0.034 sys: 0.0409 + CHORUSISOTARGCOR: -0.04051968499999995 + CHORUSQEDRADCOR: 0.05040253499999995 - stat: 0.0339 sys: 0.0445 + CHORUSISOTARGCOR: -0.03883467399999996 + CHORUSQEDRADCOR: 0.05170038199999996 - stat: 0.03 sys: 0.0368 + CHORUSISOTARGCOR: -0.02874002999999995 + CHORUSQEDRADCOR: 0.04121442599999997 - stat: 0.0253 sys: 0.0215 + CHORUSISOTARGCOR: -0.02005416 + CHORUSQEDRADCOR: 0.02865918000000002 - stat: 0.033600000000000005 sys: 0.0411 + CHORUSISOTARGCOR: -0.05159290399999997 + CHORUSQEDRADCOR: 0.03264304500000004 - stat: 0.0328 sys: 0.0346 + CHORUSISOTARGCOR: -0.04626886200000008 + CHORUSQEDRADCOR: 0.03470389999999998 - stat: 0.0303 sys: 0.0342 + CHORUSISOTARGCOR: -0.03741691499999994 + CHORUSQEDRADCOR: 0.03119444100000001 - stat: 0.0268 sys: 0.0273 + CHORUSISOTARGCOR: -0.02842938000000001 + CHORUSQEDRADCOR: 0.02654586000000002 - stat: 0.023 sys: 0.0166 + CHORUSISOTARGCOR: -0.01931418000000001 + CHORUSQEDRADCOR: 0.01851894000000001 - stat: 0.0323 sys: 0.032 + CHORUSISOTARGCOR: -0.05557502699999993 + CHORUSQEDRADCOR: 0.01981787200000005 - stat: 0.0311 sys: 0.030699999999999998 + CHORUSISOTARGCOR: -0.04863408000000001 + CHORUSQEDRADCOR: 0.02275495199999996 - stat: 0.0274 sys: 0.0263 + CHORUSISOTARGCOR: -0.03539189100000001 + CHORUSQEDRADCOR: 0.019327229 - stat: 0.0227 sys: 0.022 + CHORUSISOTARGCOR: -0.02354112100000004 + CHORUSQEDRADCOR: 0.015106579 - stat: 0.020200000000000003 sys: 0.0222 + CHORUSISOTARGCOR: -0.01622757500000001 + CHORUSQEDRADCOR: 0.01117935000000001 - stat: 0.0304 sys: 0.0295 + CHORUSISOTARGCOR: -0.05469550899999998 + CHORUSQEDRADCOR: 0.01100405899999997 - stat: 0.027800000000000002 sys: 0.019700000000000002 + CHORUSISOTARGCOR: -0.04353099500000002 + CHORUSQEDRADCOR: 0.01317542299999997 - stat: 0.0235 sys: 0.0187 + CHORUSISOTARGCOR: -0.02974825000000004 + CHORUSQEDRADCOR: 0.01110275000000001 - stat: 0.020999999999999998 sys: 0.014299999999999998 + CHORUSISOTARGCOR: -0.02186627400000002 + CHORUSQEDRADCOR: 0.01005890400000001 - stat: 0.018 sys: 0.0115 + CHORUSISOTARGCOR: -0.01425286400000002 + CHORUSQEDRADCOR: 0.007422208000000014 - stat: 0.0191 sys: 0.0317 + CHORUSISOTARGCOR: -0.05024180000000004 + CHORUSQEDRADCOR: 0.001469649999999984 - stat: 0.0161 sys: 0.0183 + CHORUSISOTARGCOR: -0.03429965000000003 + CHORUSQEDRADCOR: 0.004084569999999981 - stat: 0.014499999999999999 sys: 0.015099999999999999 + CHORUSISOTARGCOR: -0.026943282 + CHORUSQEDRADCOR: 0.004800509999999993 - stat: 0.011899999999999999 sys: 0.0098 + CHORUSISOTARGCOR: -0.01681950900000001 + CHORUSQEDRADCOR: 0.004167508000000006 - stat: 0.0162 sys: 0.0309 + CHORUSISOTARGCOR: -0.041988108 + CHORUSQEDRADCOR: -0.004741386000000033 - stat: 0.013000000000000001 sys: 0.016900000000000002 + CHORUSISOTARGCOR: -0.02743199999999998 + CHORUSQEDRADCOR: -0.0009314999999999874 - stat: 0.0109 sys: 0.011300000000000001 + CHORUSISOTARGCOR: -0.01882257200000001 + CHORUSQEDRADCOR: 0.0002973579999999925 - stat: 0.0083 sys: 0.0067 + CHORUSISOTARGCOR: -0.01038424799999999 + CHORUSQEDRADCOR: 0.0007165699999999939 - stat: 0.011300000000000001 sys: 0.0293 + CHORUSISOTARGCOR: -0.02579446399999999 + CHORUSQEDRADCOR: -0.005117728000000012 - stat: 0.009600000000000001 sys: 0.020399999999999998 + CHORUSISOTARGCOR: -0.01756380000000001 + CHORUSQEDRADCOR: -0.002226499999999998 - stat: 0.0076 sys: 0.011 + CHORUSISOTARGCOR: -0.01138500399999999 + CHORUSQEDRADCOR: -0.0009196719999999964 - stat: 0.0073999999999999995 sys: 0.0201 + CHORUSISOTARGCOR: -0.014856848 + CHORUSQEDRADCOR: -0.003964256000000002 - stat: 0.0058000000000000005 sys: 0.0097 + CHORUSISOTARGCOR: -0.008853804999999998 + CHORUSQEDRADCOR: -0.001760855000000002 - stat: 0.0049 sys: 0.006900000000000001 + CHORUSISOTARGCOR: -0.005764950000000004 + CHORUSQEDRADCOR: -0.0008896860000000004 - stat: 0.06760000000000001 sys: 0.079 + CHORUSISOTARGCOR: -0.0114834540000001 + CHORUSQEDRADCOR: 0.09260400600000004 - stat: 0.0683 sys: 0.0644 + CHORUSISOTARGCOR: -0.01083782799999995 + CHORUSQEDRADCOR: 0.09531681199999996 - stat: 0.067 sys: 0.0576 + CHORUSISOTARGCOR: -0.009649415999999984 + CHORUSQEDRADCOR: 0.09437201400000005 - stat: 0.0629 sys: 0.060399999999999995 + CHORUSISOTARGCOR: -0.008150271999999941 + CHORUSQEDRADCOR: 0.08943116 - stat: 0.06570000000000001 sys: 0.0591 + CHORUSISOTARGCOR: -0.008118279000000039 + CHORUSQEDRADCOR: 0.101447229 - stat: 0.0637 sys: 0.0588 + CHORUSISOTARGCOR: -0.006885676000000008 + CHORUSQEDRADCOR: 0.09603706 - stat: 0.063 sys: 0.0622 + CHORUSISOTARGCOR: -0.02619408400000006 + CHORUSQEDRADCOR: 0.09917075000000004 - stat: 0.0611 sys: 0.06870000000000001 + CHORUSISOTARGCOR: -0.02300480799999996 + CHORUSQEDRADCOR: 0.09278758800000006 - 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stat: 0.0098 sys: 0.017499999999999998 + CHORUSISOTARGCOR: 0.012396806 + CHORUSQEDRADCOR: -0.005375374 diff --git a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV/filter.py b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV/filter.py index b755688f26..a62f6559ff 100644 --- a/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/EMC_NC_250GEV/filter.py @@ -10,13 +10,13 @@ # Normalization factor, to match old implementation # Most likely due to the Branching Ratio NORM = 0.82 +BR_ERR = 0.012 + M_P = 0.938 # NOTE: Systematic uncertainties which is estimated as in the legacy variant, # as a factor of 15 %, see old buildmaster. SYST_ERR = 0.15 -BR_ERR = 0.012 - def read_tables(): """Read Hepdata table.""" From c348992f050bfacca0bed77b32354b9223a2c377 Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Tue, 3 Dec 2024 16:17:07 +0100 Subject: [PATCH 28/32] NMC and BCDMS as new observables --- .../data_rqcd.yaml | 0 .../data_rzero.yaml | 0 .../filter.py | 2 +- .../kinematics_EM-F2-HEPDATA.yaml} | 0 .../BCDMS_NC_NOTFIXED_D/metadata.yaml | 67 +++++++++++++++-- .../rawdata/Table10.csv | 0 .../rawdata/Table11.csv | 0 .../rawdata/Table12.csv | 0 .../rawdata/Table13.csv | 0 .../rawdata/Table14.csv | 0 .../rawdata/Table15.csv | 0 .../rawdata/Table16.csv | 0 .../rawdata/Table17.csv | 0 .../rawdata/Table18.csv | 0 .../rawdata/Table19.csv | 0 .../rawdata/Table2.csv | 0 .../rawdata/Table20.csv | 0 .../rawdata/Table21.csv | 0 .../rawdata/Table22.csv | 0 .../rawdata/Table23.csv | 0 .../rawdata/Table3.csv | 0 .../rawdata/Table4.csv | 0 .../rawdata/Table5.csv | 0 .../rawdata/Table6.csv | 0 .../rawdata/Table7.csv | 0 .../rawdata/Table8.csv | 0 .../rawdata/Table9.csv | 0 .../uncertainties_rqcd.yaml | 0 .../uncertainties_rzero.yaml | 0 .../BCDMS_NC_NOTFIXED_D_HEPDATA/metadata.yaml | 69 ----------------- .../data_rqcd.yaml | 0 .../data_rzero.yaml | 0 .../filter.py | 2 +- .../kinematics_EM-F2-HEPDATA.yaml} | 0 .../BCDMS_NC_NOTFIXED_P/metadata.yaml | 73 ++++++++++++++++-- .../rawdata/Table10.csv | 0 .../rawdata/Table11.csv | 0 .../rawdata/Table12.csv | 0 .../rawdata/Table13.csv | 0 .../rawdata/Table14.csv | 0 .../rawdata/Table15.csv | 0 .../rawdata/Table16.csv | 0 .../rawdata/Table17.csv | 0 .../rawdata/Table18.csv | 0 .../rawdata/Table19.csv | 0 .../rawdata/Table2.csv | 0 .../rawdata/Table20.csv | 0 .../rawdata/Table21.csv | 0 .../rawdata/Table22.csv | 0 .../rawdata/Table23.csv | 0 .../rawdata/Table3.csv | 0 .../rawdata/Table4.csv | 0 .../rawdata/Table5.csv | 0 .../rawdata/Table6.csv | 0 .../rawdata/Table7.csv | 0 .../rawdata/Table8.csv | 0 .../rawdata/Table9.csv | 0 .../uncertainties_rqcd.yaml | 0 .../uncertainties_rzero.yaml | 0 .../BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml | 75 ------------------- .../data_EM-F2-HEPDATA.yaml} | 0 .../filter.py | 0 .../kinematics_EM-F2-HEPDATA.yaml} | 0 .../metadata.yaml | 12 +-- .../rawdata/Table17.csv | 0 .../rawdata/Table18.csv | 0 .../rawdata/Table19.csv | 0 .../rawdata/Table20.csv | 0 .../rawdata/Table21.csv | 0 .../rawdata/Table22.csv | 0 .../rawdata/Table23.csv | 0 .../rawdata/Table24.csv | 0 .../rawdata/Table25.csv | 0 .../rawdata/Table26.csv | 0 .../rawdata/Table27.csv | 0 .../rawdata/Table28.csv | 0 .../rawdata/Table29.csv | 0 .../rawdata/Table30.csv | 0 .../rawdata/Table31.csv | 0 .../rawdata/Table32.csv | 0 .../uncertainties_EM-F2-HEPDATA.yaml} | 0 .../data_EM-F2-HEPDATA.yaml} | 0 .../filter.py | 0 .../kinematics_EM-F2-HEPDATA.yaml} | 0 .../NMC_NC_NOTFIXED_P/metadata.yaml | 53 ++++++++++++- .../rawdata/Table1.csv | 0 .../rawdata/Table10.csv | 0 .../rawdata/Table11.csv | 0 .../rawdata/Table12.csv | 0 .../rawdata/Table13.csv | 0 .../rawdata/Table14.csv | 0 .../rawdata/Table15.csv | 0 .../rawdata/Table16.csv | 0 .../rawdata/Table2.csv | 0 .../rawdata/Table3.csv | 0 .../rawdata/Table4.csv | 0 .../rawdata/Table5.csv | 0 .../rawdata/Table6.csv | 0 .../rawdata/Table7.csv | 0 .../rawdata/Table8.csv | 0 .../rawdata/Table9.csv | 0 .../uncertainties_EM-F2-HEPDATA.yaml} | 0 .../NMC_NC_NOTFIXED_P_HEPDATA/metadata.yaml | 60 --------------- 103 files changed, 185 insertions(+), 228 deletions(-) rename nnpdf_data/nnpdf_data/commondata/{BCDMS_NC_NOTFIXED_D_HEPDATA => BCDMS_NC_NOTFIXED_D}/data_rqcd.yaml (100%) rename nnpdf_data/nnpdf_data/commondata/{BCDMS_NC_NOTFIXED_D_HEPDATA => BCDMS_NC_NOTFIXED_D}/data_rzero.yaml (100%) rename nnpdf_data/nnpdf_data/commondata/{BCDMS_NC_NOTFIXED_D_HEPDATA => BCDMS_NC_NOTFIXED_D}/filter.py (97%) rename nnpdf_data/nnpdf_data/commondata/{BCDMS_NC_NOTFIXED_D_HEPDATA/kinematics.yaml => BCDMS_NC_NOTFIXED_D/kinematics_EM-F2-HEPDATA.yaml} (100%) rename nnpdf_data/nnpdf_data/commondata/{BCDMS_NC_NOTFIXED_D_HEPDATA => BCDMS_NC_NOTFIXED_D}/rawdata/Table10.csv (100%) rename 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NMC_NC_NOTFIXED_P}/rawdata/Table7.csv (100%) rename nnpdf_data/nnpdf_data/commondata/{NMC_NC_NOTFIXED_P_HEPDATA => NMC_NC_NOTFIXED_P}/rawdata/Table8.csv (100%) rename nnpdf_data/nnpdf_data/commondata/{NMC_NC_NOTFIXED_P_HEPDATA => NMC_NC_NOTFIXED_P}/rawdata/Table9.csv (100%) rename nnpdf_data/nnpdf_data/commondata/{NMC_NC_NOTFIXED_P_HEPDATA/uncertainties.yaml => NMC_NC_NOTFIXED_P/uncertainties_EM-F2-HEPDATA.yaml} (100%) delete mode 100644 nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/metadata.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/data_rqcd.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/data_rqcd.yaml similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/data_rqcd.yaml rename to nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/data_rqcd.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/data_rzero.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/data_rzero.yaml similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/data_rzero.yaml rename to nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/data_rzero.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/filter.py b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/filter.py similarity index 97% rename from nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/filter.py rename to nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/filter.py index 037144c07f..e0d7cd800a 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/filter.py @@ -76,7 +76,7 @@ def write_files(df, variant): } kin.append(kin_value) kinematics_yaml = {"bins": kin} - with open(HERE / "kinematics.yaml", "w", encoding="utf-8") as file: + with open(HERE / "kinematics_EM-F2-HEPDATA.yaml", "w", encoding="utf-8") as file: yaml.dump(kinematics_yaml, file, sort_keys=False) # loop on data points diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/kinematics.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/kinematics_EM-F2-HEPDATA.yaml similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/kinematics.yaml rename to nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/kinematics_EM-F2-HEPDATA.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/metadata.yaml index 34778f576a..feef7d0e9a 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/metadata.yaml @@ -1,17 +1,17 @@ setname: BCDMS_NC_NOTFIXED_D -version: 2 -version_comment: Port of old commondata +version: 3 +version_comment: Hepdata implementation of F2(R(QCD)) and F2(R=0) deuteron, averaged on $\sqrt{s}$ and port of old commondata nnpdf_metadata: nnpdf31_process: DIS NC experiment: null arXiv: - url: https://arxiv.org/abs/ + url: https://cds.cern.ch/record/194232 journal: Phys. Lett. B223 (1989) 485 iNSPIRE: - url: '' + url: https://inspirehep.net/literature/285497 hepdata: - url: '' - version: -1 + url: https://www.hepdata.net/record/ins285497 + version: 1 implemented_observables: - observable_name: EM-F2 observable: @@ -77,3 +77,58 @@ implemented_observables: experiment: DEUTERON data_central: data_legacy_EM-F2.yaml ported_from: BCDMSD +- observable_name: EM-F2-HEPDATA + observable: + description: Deep Inelastic Scattering F2 on deuteron target. + label: BCDMS $d$ + units: '' + process_type: DIS_NC + tables: [2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23] + npoints: [] + ndata: 159 + data_uncertainties: [] + data_central: data_rqcd.yaml + kinematic_coverage: + - x + - Q2 + kinematics: + variables: + x: + description: Bjorken x + label: $x$ + units: '' + Q2: + description: Momentum transfer + label: '$Q^2$' + units: '$GeV^2$' + file: kinematics_EM-F2-HEPDATA.yaml + plotting: + kinematics_override: identity + dataset_label: BCDMS $d$ + y_label: $F_2(x,Q^2)$ + result_transform: qbindis + y_scale: symlog + line_by: + - x + normalize: + y_scale: linear + line_by: [] + figure_by: + - x + plot_x: Q2 + theory: + conversion_factor: 1.0 + operation: 'NULL' + FK_tables: + - - BCDMS_NC_D_F2_HEPDATA + variants: + rzero: + data_uncertainties: + - uncertainties_rzero.yaml + data_central: data_rzero.yaml + experiment: BCDMS + rqcd: + data_uncertainties: + - uncertainties_rqcd.yaml + data_central: data_rqcd.yaml + experiment: BCDMS diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table10.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/rawdata/Table10.csv similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table10.csv rename to nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/rawdata/Table10.csv diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/rawdata/Table11.csv 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b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/uncertainties_rqcd.yaml similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/uncertainties_rqcd.yaml rename to nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/uncertainties_rqcd.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/uncertainties_rzero.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/uncertainties_rzero.yaml similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/uncertainties_rzero.yaml rename to nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/uncertainties_rzero.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/metadata.yaml deleted file mode 100644 index a31df10825..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D_HEPDATA/metadata.yaml +++ /dev/null @@ -1,69 +0,0 @@ -setname: BCDMS_NC_NOTFIXED_D_HEPDATA -version: 1 -version_comment: Hepdata implementation of F2(R(QCD)) and F2(R=0) deuteron, averaged on $\sqrt{s}$ -nnpdf_metadata: - nnpdf31_process: DIS NC - experiment: BCDMS -arXiv: - url: https://arxiv.org/abs/ - journal: Phys. Lett. B223 (1989) 485 -iNSPIRE: - url: https://inspirehep.net/literature/285497 -hepdata: - url: https://www.hepdata.net/record/ins285497 - version: 1 - -implemented_observables: -- observable_name: EM-F2 - observable: - description: Deep Inelastic Scattering F2 on deuteron target. - label: BCDMS $d$ - units: '' - process_type: DIS_NC - tables: [2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23] - npoints: [] - ndata: 159 - data_uncertainties: [] - data_central: data_rqcd.yaml - kinematic_coverage: - - x - - Q2 - kinematics: - variables: - x: - description: Bjorken x - label: $x$ - units: '' - Q2: - description: Momentum transfer - label: '$Q^2$' - units: '$GeV^2$' - file: kinematics.yaml - plotting: - kinematics_override: identity - dataset_label: BCDMS $d$ - y_label: $F_2(x,Q^2)$ - result_transform: qbindis - y_scale: symlog - line_by: - - x - normalize: - y_scale: linear - line_by: [] - figure_by: - - x - plot_x: Q2 - theory: - conversion_factor: 1.0 - operation: 'NULL' - FK_tables: - - - BCDMS_NC_D_HEPDATA_F2 - variants: - rzero: - data_uncertainties: - - uncertainties_rzero.yaml - data_central: data_rzero.yaml - rqcd: - data_uncertainties: - - uncertainties_rqcd.yaml - data_central: data_rqcd.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/data_rqcd.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/data_rqcd.yaml similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/data_rqcd.yaml rename to nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/data_rqcd.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/data_rzero.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/data_rzero.yaml similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/data_rzero.yaml rename to nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/data_rzero.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/filter.py similarity index 98% rename from nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py rename to nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/filter.py index 93ad6b34c2..7d7b87e72a 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/filter.py @@ -88,7 +88,7 @@ def write_files(df, variant): } kin.append(kin_value) kinematics_yaml = {"bins": kin} - with open(HERE / "kinematics.yaml", "w", encoding="utf-8") as file: + with open(HERE / "kinematics_EM-F2-HEPDATA.yaml", "w", encoding="utf-8") as file: yaml.dump(kinematics_yaml, file, sort_keys=False) # loop on data points diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/kinematics.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/kinematics_EM-F2-HEPDATA.yaml similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/kinematics.yaml rename to nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/kinematics_EM-F2-HEPDATA.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/metadata.yaml index 525390c5ed..eae8299c1a 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/metadata.yaml @@ -1,17 +1,17 @@ setname: BCDMS_NC_NOTFIXED_P -version: 2 -version_comment: Port of old commondata +version: 3 +version_comment: Hepdata implementation of F2(R(QCD)) and F2(R=0) proton, averaged on $\sqrt{s}$ and port of old commondata nnpdf_metadata: nnpdf31_process: DIS NC experiment: null arXiv: - url: https://arxiv.org/abs/ + url: https://cds.cern.ch/record/194232 journal: Phys. Lett. B223 (1989) 485 iNSPIRE: - url: '' + url: https://inspirehep.net/literature/276661 hepdata: - url: '' - version: -1 + url: https://www.hepdata.net/record/ins276661 + version: 1 implemented_observables: - observable_name: EM-F2 observable: @@ -78,3 +78,64 @@ implemented_observables: experiment: DEUTERON data_central: data_legacy_EM-F2.yaml ported_from: BCDMSP +- observable_name: EM-F2-HEPDATA + observable: + description: Deep Inelastic Scattering F2 on proton target. + label: BCDMS $p$ + units: '' + process_type: DIS_NC + tables: [2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23] + npoints: [] + ndata: 177 + data_uncertainties: [] + data_central: data_rqcd.yaml + kinematic_coverage: + - x + - Q2 + - y + kinematics: + variables: + x: + description: Bjorken x + label: $x$ + units: '' + Q2: + description: Momentum transfer + label: '$Q^2$' + units: '$GeV^2$' + y: + description: Inelasticity + label: '$y$' + units: '' + file: kinematics_EM-F2-HEPDATA.yaml + plotting: + kinematics_override: identity + dataset_label: BCDMS $p$ + y_label: $F_2(x,Q^2)$ + result_transform: qbindis + y_scale: symlog + line_by: + - x + normalize: + y_scale: linear + line_by: [] + figure_by: + - x + - y + plot_x: Q2 + theory: + conversion_factor: 1.0 + operation: 'NULL' + FK_tables: + - - BCDMS_NC_EM_P_F2_HEPDATA + variants: + rzero: + data_uncertainties: + - uncertainties_rzero.yaml + data_central: data_rzero.yaml + experiment: BCDMS + rqcd: + data_uncertainties: + - uncertainties_rqcd.yaml + data_central: data_rqcd.yaml + experiment: BCDMS \ No newline at end of file diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table10.csv b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table10.csv similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/rawdata/Table10.csv rename to nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/rawdata/Table10.csv diff --git 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b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/uncertainties_rqcd.yaml similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/uncertainties_rqcd.yaml rename to nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/uncertainties_rqcd.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/uncertainties_rzero.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/uncertainties_rzero.yaml similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/uncertainties_rzero.yaml rename to nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/uncertainties_rzero.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml deleted file mode 100644 index 59dfd4cd9a..0000000000 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P_HEPDATA/metadata.yaml +++ /dev/null @@ -1,75 +0,0 @@ -setname: BCDMS_NC_NOTFIXED_P_HEPDATA -version: 1 -version_comment: Hepdata implementation of F2(R(QCD)) and F2(R=0) proton, averaged on $\sqrt{s}$ -nnpdf_metadata: - nnpdf31_process: DIS NC - experiment: BCDMS -arXiv: - url: https://cds.cern.ch/record/194232 - journal: Phys. Lett. B223 (1989) 485 -iNSPIRE: - url: https://inspirehep.net/literature/276661 -hepdata: - url: https://www.hepdata.net/record/ins276661 - version: 1 - -implemented_observables: -- observable_name: EM-F2 - observable: - description: Deep Inelastic Scattering F2 on proton target. - label: BCDMS $p$ - units: '' - process_type: DIS_NC - tables: [2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23] - npoints: [] - ndata: 177 - data_uncertainties: [] - data_central: data_rqcd.yaml - kinematic_coverage: - - x - - Q2 - - y - kinematics: - variables: - x: - description: Bjorken x - label: $x$ - units: '' - Q2: - description: Momentum transfer - label: '$Q^2$' - units: '$GeV^2$' - y: - description: Inelasticity - label: '$y$' - units: '' - file: kinematics.yaml - plotting: - kinematics_override: identity - dataset_label: BCDMS $p$ - y_label: $F_2(x,Q^2)$ - result_transform: qbindis - y_scale: symlog - line_by: - - x - normalize: - y_scale: linear - line_by: [] - figure_by: - - x - - y - plot_x: Q2 - theory: - conversion_factor: 1.0 - operation: 'NULL' - FK_tables: - - - BCDMS_NC_EM_P_HEPDATA_F2 - variants: - rzero: - data_uncertainties: - - uncertainties_rzero.yaml - data_central: data_rzero.yaml - rqcd: - data_uncertainties: - - uncertainties_rqcd.yaml - data_central: data_rqcd.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/data.yaml b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D/data_EM-F2-HEPDATA.yaml similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/data.yaml rename to nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D/data_EM-F2-HEPDATA.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/filter.py b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D/filter.py similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/filter.py rename to nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D/filter.py diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/kinematics.yaml b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D/kinematics_EM-F2-HEPDATA.yaml similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/kinematics.yaml rename to nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D/kinematics_EM-F2-HEPDATA.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D/metadata.yaml similarity index 85% rename from nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/metadata.yaml rename to nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D/metadata.yaml index 4ae19e79d1..7b217233d9 100644 --- a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D_HEPDATA/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D/metadata.yaml @@ -1,4 +1,4 @@ -setname: NMC_NC_NOTFIXED_D_HEPDATA +setname: NMC_NC_NOTFIXED_D version: 1 version_comment: Hepdata implementation of F2 deuteron averaged over different $\sqrt{s}$. nnpdf_metadata: @@ -13,7 +13,7 @@ hepdata: url: https://www.hepdata.net/record/ins424154 version: 1 implemented_observables: -- observable_name: EM-F2 +- observable_name: EM-F2-HEPDATA observable: description: Deep Inelastic Scattering F2 on deuteron target. label: NMC $d$ @@ -35,7 +35,7 @@ implemented_observables: description: Momentum transfer label: '$Q^2$' units: '$GeV^2$' - file: kinematics.yaml + file: kinematics_EM-F2-HEPDATA.yaml plotting: kinematics_override: identity dataset_label: NMC $d$ @@ -54,7 +54,7 @@ implemented_observables: conversion_factor: 1.0 operation: 'NULL' FK_tables: - - - NMC_NC_D_HEPDATA_F2 + - - NMC_NC_D_F2_HEPDATA data_uncertainties: - - uncertainties.yaml - data_central: data.yaml \ No newline at end of file + - uncertainties_EM-F2-HEPDATA.yaml + data_central: data_EM-F2-HEPDATA.yaml \ No newline at end of file diff --git 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b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P/kinematics_EM-F2-HEPDATA.yaml similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/kinematics.yaml rename to nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P/kinematics_EM-F2-HEPDATA.yaml diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P/metadata.yaml index 5bedf8633d..b8d8f8e431 100644 --- a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P/metadata.yaml @@ -1,6 +1,6 @@ setname: NMC_NC_NOTFIXED_P -version: 1 -version_comment: Port of old commondata +version: 2 +version_comment: Hepdata implementation of F2 proton averaged over different $\sqrt{s}$ and port of old commondata nnpdf_metadata: nnpdf31_process: DIS NC experiment: NMC @@ -8,9 +8,9 @@ arXiv: url: https://arxiv.org/abs/hep-ph/9610231 journal: Nucl. Phys. B483 (1997) 3 iNSPIRE: - url: '' + url: https://inspirehep.net/literature/424154 hepdata: - url: 10.17182/hepdata.32750.v1 + url: https://www.hepdata.net/record/ins424154 version: -1 implemented_observables: - observable_name: EM-SIGMARED @@ -71,3 +71,48 @@ implemented_observables: - uncertainties_legacy_EM-SIGMARED.yaml data_central: data_legacy_EM-SIGMARED.yaml ported_from: NMC +- observable_name: EM-F2-HEPDATA + observable: + description: Deep Inelastic Scattering F2 on proton target. + label: NMC $p$ + units: '' + process_type: DIS_NC + tables: [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16] + npoints: [] + ndata: 158 + kinematic_coverage: + - x + - Q2 + kinematics: + variables: + x: + description: Bjorken x + label: $x$ + units: '' + Q2: + description: Momentum transfer + label: '$Q^2$' + units: '$GeV^2$' + file: kinematics_EM-F2-HEPDATA.yaml + plotting: + kinematics_override: identity + dataset_label: NMC $p$ + y_label: $F_2(x,Q^2)$ + result_transform: qbindis + y_scale: symlog + line_by: + - x + normalize: + y_scale: linear + line_by: [] + figure_by: + - x + plot_x: Q2 + theory: + conversion_factor: 1.0 + operation: 'NULL' + FK_tables: + - - NMC_NC_P_F2_HEPDATA + data_uncertainties: + - uncertainties_EM-F2-HEPDATA.yaml + data_central: data_EM-F2-HEPDATA.yaml \ No newline at end of file diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table1.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P/rawdata/Table1.csv similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table1.csv rename to nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P/rawdata/Table1.csv diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table10.csv b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P/rawdata/Table10.csv similarity index 100% rename from nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P_HEPDATA/rawdata/Table10.csv rename to 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$\sqrt{s}$. -nnpdf_metadata: - nnpdf31_process: DIS NC - experiment: NMC -arXiv: - url: https://arxiv.org/abs/hep-ph/9610231 - journal: Nucl. Phys. B483 (1997) 3 -iNSPIRE: - url: https://inspirehep.net/literature/424154 -hepdata: - url: https://www.hepdata.net/record/ins424154 - version: 1 -implemented_observables: -- observable_name: EM-F2 - observable: - description: Deep Inelastic Scattering F2 on proton target. - label: NMC $p$ - units: '' - process_type: DIS_NC - tables: [1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16] - npoints: [] - ndata: 158 - kinematic_coverage: - - x - - Q2 - kinematics: - variables: - x: - description: Bjorken x - label: $x$ - units: '' - Q2: - description: Momentum transfer - label: '$Q^2$' - units: '$GeV^2$' - file: kinematics.yaml - plotting: - kinematics_override: identity - dataset_label: NMC $p$ - y_label: $F_2(x,Q^2)$ - result_transform: qbindis - y_scale: symlog - line_by: - - x - normalize: - y_scale: linear - line_by: [] - figure_by: - - x - plot_x: Q2 - theory: - conversion_factor: 1.0 - operation: 'NULL' - FK_tables: - - - NMC_NC_P_HEPDATA_F2 - data_uncertainties: - - uncertainties.yaml - data_central: data.yaml \ No newline at end of file From 3660158805ed5e94fcee8bec112fadc009128279 Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Tue, 3 Dec 2024 16:19:17 +0100 Subject: [PATCH 29/32] utils fix --- nnpdf_data/nnpdf_data/filter_utils/nmc_hepdata_utils.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/nnpdf_data/nnpdf_data/filter_utils/nmc_hepdata_utils.py b/nnpdf_data/nnpdf_data/filter_utils/nmc_hepdata_utils.py index 8c72cf8bbb..364a9c902d 100644 --- a/nnpdf_data/nnpdf_data/filter_utils/nmc_hepdata_utils.py +++ b/nnpdf_data/nnpdf_data/filter_utils/nmc_hepdata_utils.py @@ -29,7 +29,7 @@ def write_files(df, store_path): # Write central data data_central_yaml = {"data_central": [float(x) for x in df["F2"]]} - with open(store_path / "data.yaml", "w", encoding="utf-8") as file: + with open(store_path / "data_EM-F2-HEPDATA.yaml", "w", encoding="utf-8") as file: yaml.dump(data_central_yaml, file) # Write kin file @@ -41,7 +41,7 @@ def write_files(df, store_path): } kin.append(kin_value) kinematics_yaml = {"bins": kin} - with open(store_path / "kinematics.yaml", "w", encoding="utf-8") as file: + with open(store_path / "kinematics_EM-F2-HEPDATA.yaml", "w", encoding="utf-8") as file: yaml.dump(kinematics_yaml, file, sort_keys=False) # loop on data points @@ -55,5 +55,5 @@ def write_files(df, store_path): error.append(e) uncertainties_yaml = {"definitions": error_definition, "bins": error} - with open(store_path / "uncertainties.yaml", "w", encoding="utf-8") as file: + with open(store_path / "uncertainties_EM-F2-HEPDATA.yaml", "w", encoding="utf-8") as file: yaml.dump(uncertainties_yaml, file, sort_keys=False) From 67ca8d4353962ead3dd8b3e3cca8139422ee02b8 Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Tue, 3 Dec 2024 16:34:25 +0100 Subject: [PATCH 30/32] make fktables names more uniform --- nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/filter.py | 2 +- .../nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/metadata.yaml | 2 +- nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/filter.py | 2 +- .../nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/metadata.yaml | 2 +- .../nnpdf_data/commondata/NMC_NC_NOTFIXED_D/metadata.yaml | 2 +- .../nnpdf_data/commondata/NMC_NC_NOTFIXED_P/metadata.yaml | 2 +- 6 files changed, 6 insertions(+), 6 deletions(-) diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/filter.py b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/filter.py index e0d7cd800a..c14aa41376 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/filter.py @@ -1,5 +1,5 @@ """ -Implement BCDMS_NC_NOTFIXED_D_HEPDATA data form Hepdata reference. +Implement BCDMS_NC_NOTFIXED_D_EM-F2-HEPDATA data form Hepdata reference. We use tables with R=R(QCD) and R=0, for the averaged values on $\sqrt{s}$. The legacy implementation of BCDMS_NC_NOTFIXED_D is given by the not averaged $\sqrt{s}$ for R=0, so it has almost twice number of datapoints. diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/metadata.yaml index feef7d0e9a..9166dd5a21 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/metadata.yaml @@ -120,7 +120,7 @@ implemented_observables: conversion_factor: 1.0 operation: 'NULL' FK_tables: - - - BCDMS_NC_D_F2_HEPDATA + - - BCDMS_NC_D_EM_F2_HEPDATA variants: rzero: data_uncertainties: diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/filter.py b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/filter.py index 7d7b87e72a..6e18c13028 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/filter.py +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/filter.py @@ -1,5 +1,5 @@ r""" -Implement BCDMS_NC_NOTFIXED_P_HEPDATA data form Hepdata reference. +Implement BCDMS_NC_NOTFIXED_P_EM-F2-HEPDATA data form Hepdata reference. We use tables with R=R(QCD) and R=0, for the averaged values on $\sqrt{s}$. The legacy implementation of BCDMS_NC_NOTFIXED_P is given by the not averaged $\sqrt{s}$ for R=0, so it has almost twice number of datapoints. diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/metadata.yaml index eae8299c1a..2601f560ab 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/metadata.yaml @@ -127,7 +127,7 @@ implemented_observables: conversion_factor: 1.0 operation: 'NULL' FK_tables: - - - BCDMS_NC_EM_P_F2_HEPDATA + - - BCDMS_NC_P_EM_F2_HEPDATA variants: rzero: data_uncertainties: diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D/metadata.yaml index 7b217233d9..a74bf02aac 100644 --- a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_D/metadata.yaml @@ -54,7 +54,7 @@ implemented_observables: conversion_factor: 1.0 operation: 'NULL' FK_tables: - - - NMC_NC_D_F2_HEPDATA + - - NMC_NC_D_EM_F2_HEPDATA data_uncertainties: - uncertainties_EM-F2-HEPDATA.yaml data_central: data_EM-F2-HEPDATA.yaml \ No newline at end of file diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P/metadata.yaml index b8d8f8e431..33dd97ed79 100644 --- a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P/metadata.yaml @@ -112,7 +112,7 @@ implemented_observables: conversion_factor: 1.0 operation: 'NULL' FK_tables: - - - NMC_NC_P_F2_HEPDATA + - - NMC_NC_P_EM_F2_HEPDATA data_uncertainties: - uncertainties_EM-F2-HEPDATA.yaml data_central: data_EM-F2-HEPDATA.yaml \ No newline at end of file From fa3f92b912853b9cc608cfc3f81673ab805d2ceb Mon Sep 17 00:00:00 2001 From: juacrumar Date: Wed, 4 Dec 2024 07:49:36 +0100 Subject: [PATCH 31/32] yet another change to appease plotoptions --- validphys2/src/validphys/commondataparser.py | 18 +++++++++++++----- 1 file changed, 13 insertions(+), 5 deletions(-) diff --git a/validphys2/src/validphys/commondataparser.py b/validphys2/src/validphys/commondataparser.py index cfb146690f..7e4875d997 100644 --- a/validphys2/src/validphys/commondataparser.py +++ b/validphys2/src/validphys/commondataparser.py @@ -37,7 +37,7 @@ """ import dataclasses -from functools import cached_property, cache +from functools import cache, cached_property import logging from operator import attrgetter from pathlib import Path @@ -652,10 +652,6 @@ def is_ported_dataset(self): if self.ported_from is None: return False - # If it is using a legacy variant and has a ported_from field, then it is a ported one - if self.applied_variant is not None and self.applied_variant.startswith("legacy"): - return True - # If not using a legacy variant, we consider it ported if the kin variables are still k1,k2,k3 return {"k1", "k2", "k3"} == set(self.kinematic_coverage) @@ -740,6 +736,18 @@ def _plotting_options_set(self): new_line_by.append(self.digest_plotting_variable(var)) self.plotting.line_by = new_line_by + # And do it also within the normalize dictionary + if self.plotting.normalize is not None: + # Copy the normalize dictionary and update the figure and line by + tmp = dict(self.plotting.normalize) + tmp["figure_by"] = [] + tmp["line_by"] = [] + for var in self.plotting.normalize.get("figure_by", []): + tmp["figure_by"].append(self.digest_plotting_variable(var)) + for var in self.plotting.normalize.get("line_by", []): + tmp["line_by"].append(self.digest_plotting_variable(var)) + self.plotting.normalize = tmp + self.plotting.already_digested = True return self.plotting From 57b53048b6e797f27cd398dce0eb196da6dc5abb Mon Sep 17 00:00:00 2001 From: giacomomagni Date: Thu, 24 Oct 2024 16:09:50 +0200 Subject: [PATCH 32/32] exterminate k1,k2,k3 from legacy data --- .../BCDMS_NC_NOTFIXED_D/kinematics_EM-F2.yaml | 1524 ++++++------ .../BCDMS_NC_NOTFIXED_D/metadata.yaml | 36 +- .../BCDMS_NC_NOTFIXED_P/kinematics_EM-F2.yaml | 2106 ++++++++--------- .../BCDMS_NC_NOTFIXED_P/metadata.yaml | 36 +- .../kinematics_EM-SIGMARED.yaml | 1752 +++++++------- .../NMC_NC_NOTFIXED_P/metadata.yaml | 36 +- .../SLAC_NC_NOTFIXED_D/kinematics_EM-F2.yaml | 1266 +++++----- .../SLAC_NC_NOTFIXED_D/metadata.yaml | 32 +- .../SLAC_NC_NOTFIXED_P/kinematics_EM-F2.yaml | 1266 +++++----- .../SLAC_NC_NOTFIXED_P/metadata.yaml | 32 +- 10 files changed, 4043 insertions(+), 4043 deletions(-) diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/kinematics_EM-F2.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/kinematics_EM-F2.yaml index b15df95b1b..613e529de9 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/kinematics_EM-F2.yaml +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/kinematics_EM-F2.yaml @@ -1,3049 +1,3049 @@ bins: -- k1: +- x: min: null mid: 0.07 max: null - k2: + Q2: min: null mid: 8.75 max: null - k3: + y: min: null mid: 0.5666 max: null -- k1: +- x: min: null mid: 0.07 max: null - k2: + Q2: min: null mid: 10.25 max: null - k3: + y: min: null mid: 0.6637 max: null -- k1: +- x: min: null mid: 0.1 max: null - k2: + Q2: min: null mid: 10.25 max: null - k3: + y: min: null mid: 0.4646 max: null -- k1: +- x: min: null mid: 0.1 max: null - k2: + Q2: min: null mid: 11.75 max: null - k3: + y: min: null mid: 0.5326 max: null -- k1: +- x: min: null mid: 0.1 max: null - k2: + Q2: min: null mid: 13.25 max: null - k3: + y: min: null mid: 0.6006 max: null -- k1: +- x: min: null mid: 0.14 max: null - k2: + Q2: min: null mid: 11.75 max: null - k3: + y: min: null mid: 0.3804 max: null -- k1: +- x: min: null mid: 0.14 max: null - k2: + Q2: min: null mid: 13.25 max: null - k3: + y: min: null mid: 0.429 max: null -- k1: +- x: min: null mid: 0.14 max: null - k2: + Q2: min: null mid: 15.0 max: null - k3: + y: min: null mid: 0.4856 max: null -- k1: +- x: min: null mid: 0.14 max: null - k2: + Q2: min: null mid: 17.0 max: null - k3: + y: min: null mid: 0.5504001 max: null -- k1: +- x: min: null mid: 0.14 max: null - k2: + Q2: min: null mid: 19.0 max: null - k3: + y: min: null mid: 0.6152 max: null -- k1: +- x: min: null mid: 0.18 max: null - k2: + Q2: min: null mid: 11.75 max: null - k3: + y: min: null mid: 0.2959 max: null -- k1: +- x: min: null mid: 0.18 max: null - k2: + Q2: min: null mid: 13.25 max: null - k3: + y: min: null mid: 0.3337 max: null -- k1: +- x: min: null mid: 0.18 max: null - k2: + Q2: min: null mid: 15.0 max: null - k3: + y: min: null mid: 0.3777 max: null -- k1: +- x: min: null mid: 0.18 max: null - k2: + Q2: min: null mid: 17.0 max: null - k3: + y: min: null mid: 0.4281 max: null -- k1: +- x: min: null mid: 0.18 max: null - k2: + Q2: min: null mid: 19.0 max: null - k3: + y: min: null mid: 0.4785 max: null -- k1: +- x: min: null mid: 0.18 max: null - k2: + Q2: min: null mid: 21.5 max: null - k3: + y: min: null mid: 0.5414001 max: null -- k1: +- x: min: null mid: 0.18 max: null - k2: + Q2: min: null mid: 24.5 max: null - k3: + y: min: null mid: 0.617 max: null -- k1: +- x: min: null mid: 0.225 max: null - k2: + Q2: min: null mid: 11.75 max: null - k3: + y: min: null mid: 0.2367 max: null -- k1: +- x: min: null mid: 0.225 max: null - k2: + Q2: min: null mid: 13.25 max: null - k3: + y: min: null mid: 0.2669 max: null -- k1: +- x: min: null mid: 0.225 max: null - k2: + Q2: min: null mid: 15.0 max: null - k3: + y: min: null mid: 0.3022 max: null -- k1: +- x: min: null mid: 0.225 max: null - k2: + Q2: min: null mid: 17.0 max: null - k3: + y: min: null mid: 0.3425 max: null -- k1: +- x: min: null mid: 0.225 max: null - k2: + Q2: min: null mid: 19.0 max: null - k3: + y: min: null mid: 0.3828 max: null -- k1: +- x: min: null mid: 0.225 max: null - k2: + Q2: min: null mid: 21.5 max: null - k3: + y: min: null mid: 0.4331 max: null -- k1: +- x: min: null mid: 0.225 max: null - k2: + Q2: min: null mid: 24.5 max: null - k3: + y: min: null mid: 0.4936 max: null -- k1: +- x: min: null mid: 0.225 max: null - k2: + Q2: min: null mid: 28.0 max: null - k3: + y: min: null mid: 0.5641 max: null -- k1: +- x: min: null mid: 0.225 max: null - k2: + Q2: min: null mid: 32.5 max: null - k3: + y: min: null mid: 0.6547 max: null -- k1: +- x: min: null mid: 0.275 max: null - k2: + Q2: min: null mid: 13.25 max: null - k3: + y: min: null mid: 0.2184 max: null -- k1: +- x: min: null mid: 0.275 max: null - k2: + Q2: min: null mid: 15.0 max: null - k3: + y: min: null mid: 0.2472 max: null -- k1: +- x: min: null mid: 0.275 max: null - k2: + Q2: min: null mid: 17.0 max: null - k3: + y: min: null mid: 0.2802 max: null -- k1: +- x: min: null mid: 0.275 max: null - k2: + Q2: min: null mid: 19.0 max: null - k3: + y: min: null mid: 0.3132 max: null -- k1: +- x: min: null mid: 0.275 max: null - k2: + Q2: min: null mid: 21.5 max: null - k3: + y: min: null mid: 0.3544 max: null -- k1: +- x: min: null mid: 0.275 max: null - k2: + Q2: min: null mid: 24.5 max: null - k3: + y: min: null mid: 0.4038 max: null -- k1: +- x: min: null mid: 0.275 max: null - k2: + Q2: min: null mid: 28.0 max: null - k3: + y: min: null mid: 0.4615 max: null -- k1: +- x: min: null mid: 0.275 max: null - k2: + Q2: min: null mid: 32.5 max: null - k3: + y: min: null mid: 0.5357 max: null -- k1: +- x: min: null mid: 0.275 max: null - k2: + Q2: min: null mid: 37.5 max: null - k3: + y: min: null mid: 0.6181 max: null -- k1: +- x: min: null mid: 0.275 max: null - k2: + Q2: min: null mid: 43.0 max: null - k3: + y: min: null mid: 0.7088 max: null -- k1: +- x: min: null mid: 0.35 max: null - k2: + Q2: min: null mid: 13.25 max: null - k3: + y: min: null mid: 0.1716 max: null -- k1: +- x: min: null mid: 0.35 max: null - k2: + Q2: min: null mid: 15.0 max: null - k3: + y: min: null mid: 0.1943 max: null -- k1: +- x: min: null mid: 0.35 max: null - k2: + Q2: min: null mid: 17.0 max: null - k3: + y: min: null mid: 0.2202 max: null -- k1: +- x: min: null mid: 0.35 max: null - k2: + Q2: min: null mid: 19.0 max: null - k3: + y: min: null mid: 0.2461 max: null -- k1: +- x: min: null mid: 0.35 max: null - k2: + Q2: min: null mid: 21.5 max: null - k3: + y: min: null mid: 0.2784 max: null -- k1: +- x: min: null mid: 0.35 max: null - k2: + Q2: min: null mid: 24.5 max: null - k3: + y: min: null mid: 0.3173 max: null -- k1: +- x: min: null mid: 0.35 max: null - k2: + Q2: min: null mid: 28.0 max: null - k3: + y: min: null mid: 0.3626 max: null -- k1: +- x: min: null mid: 0.35 max: null - k2: + Q2: min: null mid: 32.5 max: null - k3: + y: min: null mid: 0.4209 max: null -- k1: +- x: min: null mid: 0.35 max: null - k2: + Q2: min: null mid: 37.5 max: null - k3: + y: min: null mid: 0.4856 max: null -- k1: +- x: min: null mid: 0.35 max: null - k2: + Q2: min: null mid: 43.0 max: null - k3: + y: min: null mid: 0.5569 max: null -- k1: +- x: min: null mid: 0.35 max: null - k2: + Q2: min: null mid: 49.5 max: null - k3: + y: min: null mid: 0.6411 max: null -- k1: +- x: min: null mid: 0.35 max: null - k2: + Q2: min: null mid: 57.0 max: null - k3: + y: min: null mid: 0.7382001 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 13.25 max: null - k3: + y: min: null mid: 0.1335 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 15.0 max: null - k3: + y: min: null mid: 0.1511 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 17.0 max: null - k3: + y: min: null mid: 0.1712 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 19.0 max: null - k3: + y: min: null mid: 0.1914 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 21.5 max: null - k3: + y: min: null mid: 0.2166 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 24.5 max: null - k3: + y: min: null mid: 0.2468 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 28.0 max: null - k3: + y: min: null mid: 0.282 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 32.5 max: null - k3: + y: min: null mid: 0.3274 max: null -- k1: +- x: min: null mid: 0.45 max: null - 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k2: + Q2: min: null mid: 57.0 max: null - k3: + y: min: null mid: 0.4896 max: null -- k1: +- x: min: null mid: 0.225 max: null - k2: + Q2: min: null mid: 65.5 max: null - k3: + y: min: null mid: 0.5626 max: null -- k1: +- x: min: null mid: 0.225 max: null - k2: + Q2: min: null mid: 75.0 max: null - k3: + y: min: null mid: 0.6442 max: null -- k1: +- x: min: null mid: 0.225 max: null - k2: + Q2: min: null mid: 86.0 max: null - k3: + y: min: null mid: 0.7387 max: null -- k1: +- x: min: null mid: 0.275 max: null - k2: + Q2: min: null mid: 37.5 max: null - k3: + y: min: null mid: 0.2636 max: null -- k1: +- x: min: null mid: 0.275 max: null - k2: + Q2: min: null mid: 43.0 max: null - k3: + y: min: null mid: 0.3022 max: null -- k1: +- x: min: null mid: 0.275 max: null - k2: + Q2: min: null mid: 49.5 max: null - k3: + y: min: null mid: 0.3479 max: null -- k1: +- x: min: null mid: 0.275 max: null - k2: + Q2: min: null mid: 57.0 max: null - k3: + y: min: null mid: 0.4006 max: null -- k1: +- x: min: null mid: 0.275 max: null - 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k2: + Q2: min: null mid: 65.5 max: null - k3: + y: min: null mid: 0.3617 max: null -- k1: +- x: min: null mid: 0.35 max: null - k2: + Q2: min: null mid: 75.0 max: null - k3: + y: min: null mid: 0.4142 max: null -- k1: +- x: min: null mid: 0.35 max: null - k2: + Q2: min: null mid: 86.0 max: null - k3: + y: min: null mid: 0.4749 max: null -- k1: +- x: min: null mid: 0.35 max: null - k2: + Q2: min: null mid: 99.0 max: null - k3: + y: min: null mid: 0.5467001 max: null -- k1: +- x: min: null mid: 0.35 max: null - k2: + Q2: min: null mid: 115.5 max: null - k3: + y: min: null mid: 0.6378 max: null -- k1: +- x: min: null mid: 0.35 max: null - k2: + Q2: min: null mid: 137.5 max: null - k3: + y: min: null mid: 0.7593001 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 43.0 max: null - k3: + y: min: null mid: 0.1847 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 49.5 max: null - k3: + y: min: null mid: 0.2126 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 57.0 max: null - k3: + y: min: null mid: 0.2448 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 65.5 max: null - k3: + y: min: null mid: 0.2813 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 75.0 max: null - k3: + y: min: null mid: 0.3221 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 86.0 max: null - k3: + y: min: null mid: 0.3694 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 99.0 max: null - k3: + y: min: null mid: 0.4252 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 115.5 max: null - k3: + y: min: null mid: 0.4961 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 137.5 max: null - k3: + y: min: null mid: 0.5906 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 175.0 max: null - k3: + y: min: null mid: 0.7516 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 43.0 max: null - k3: + y: min: null mid: 0.1511 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 49.5 max: null - k3: + y: min: null mid: 0.1739 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 57.0 max: null - k3: + y: min: null mid: 0.2003 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 65.5 max: null - k3: + y: min: null mid: 0.2302 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 75.0 max: null - k3: + y: min: null mid: 0.2636 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 86.0 max: null - k3: + y: min: null mid: 0.3022 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 99.0 max: null - k3: + y: min: null mid: 0.3479 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 115.5 max: null - k3: + y: min: null mid: 0.4059 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 137.5 max: null - k3: + y: min: null mid: 0.4832 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 175.0 max: null - k3: + y: min: null mid: 0.615 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 230.0 max: null - k3: + y: min: null mid: 0.8082001 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 49.5 max: null - k3: + y: min: null mid: 0.1472 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 57.0 max: null - k3: + y: min: null mid: 0.1695 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 65.5 max: null - k3: + y: min: null mid: 0.1948 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 75.0 max: null - k3: + y: min: null mid: 0.223 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 86.0 max: null - k3: + y: min: null mid: 0.2557 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 99.0 max: null - k3: + y: min: null mid: 0.2944 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 115.5 max: null - k3: + y: min: null mid: 0.3434 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 137.5 max: null - k3: + y: min: null mid: 0.4088 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 175.0 max: null - k3: + y: min: null mid: 0.5204 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 230.0 max: null - k3: + y: min: null mid: 0.6839001 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 57.0 max: null - k3: + y: min: null mid: 0.1469 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 65.5 max: null - k3: + y: min: null mid: 0.1688 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 75.0 max: null - k3: + y: min: null mid: 0.1933 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 86.0 max: null - k3: + y: min: null mid: 0.2216 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 99.0 max: null - k3: + y: min: null mid: 0.2551 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 115.5 max: null - k3: + y: min: null mid: 0.2976 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 137.5 max: null - k3: + y: min: null mid: 0.3543 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 175.0 max: null - k3: + y: min: null mid: 0.451 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 230.0 max: null - k3: + y: min: null mid: 0.5927001 max: null diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/metadata.yaml index 9166dd5a21..3923de32c1 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_D/metadata.yaml @@ -18,12 +18,12 @@ implemented_observables: description: Deep Inelastic Scattering label: BCDMS $d$ units: '' - process_type: DIS_F2D + process_type: DIS_NC tables: [] npoints: [] ndata: 254 plotting: - kinematics_override: dis_sqrt_scale + kinematics_override: identity theory_reference: Bertone:2013vaa dataset_label: BCDMS $d$ y_label: $10^{i}F_2(x,Q^2)$ @@ -31,31 +31,31 @@ implemented_observables: data_reference: bcdms2 y_scale: symlog line_by: - - k1 + - x normalize: y_scale: linear line_by: [] figure_by: - - k1 - - k3 - plot_x: k2 + - x + - y + plot_x: Q2 kinematic_coverage: - - k1 - - k2 - - k3 + - x + - Q2 + - y kinematics: variables: - k1: - description: Variable k1 - label: k1 + x: + description: Bjorken x + label: '$x$' units: '' - k2: - description: Variable k2 - label: k2 + Q2: + description: Momentum transfer + label: '$Q^2$' units: '' - k3: - description: Variable k3 - label: k3 + y: + description: Inelasticity + label: '$y$' units: '' file: kinematics_EM-F2.yaml theory: diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/kinematics_EM-F2.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/kinematics_EM-F2.yaml index a19a2c7d0c..aafd69a20c 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/kinematics_EM-F2.yaml +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/kinematics_EM-F2.yaml @@ -1,4213 +1,4213 @@ bins: -- k1: +- x: min: null mid: 0.07 max: null - 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k2: + Q2: min: null mid: 49.5 max: null - k3: + y: min: null mid: 0.4234 max: null -- k1: +- x: min: null mid: 0.225 max: null - k2: + Q2: min: null mid: 57.0 max: null - k3: + y: min: null mid: 0.4875 max: null -- k1: +- x: min: null mid: 0.225 max: null - k2: + Q2: min: null mid: 65.5 max: null - k3: + y: min: null mid: 0.5602 max: null -- k1: +- x: min: null mid: 0.225 max: null - k2: + Q2: min: null mid: 75.0 max: null - k3: + y: min: null mid: 0.6415001 max: null -- k1: +- x: min: null mid: 0.225 max: null - k2: + Q2: min: null mid: 86.0 max: null - k3: + y: min: null mid: 0.7355 max: null -- k1: +- x: min: null mid: 0.275 max: null - k2: + Q2: min: null mid: 37.5 max: null - k3: + y: min: null mid: 0.2624 max: null -- k1: +- x: min: null mid: 0.275 max: null - k2: + Q2: min: null mid: 43.0 max: null - k3: + y: min: null mid: 0.3009 max: null -- k1: +- x: min: null mid: 0.275 max: null - k2: + Q2: min: null mid: 49.5 max: null - k3: + y: min: null mid: 0.3464 max: null -- k1: +- x: min: null mid: 0.275 max: null - k2: + Q2: min: null mid: 57.0 max: null - k3: + y: min: null mid: 0.3989 max: null -- k1: +- x: min: null mid: 0.275 max: null - k2: + Q2: min: null mid: 65.5 max: null - k3: + y: min: null mid: 0.4583 max: null -- k1: +- x: min: null mid: 0.275 max: null - k2: + Q2: min: null mid: 75.0 max: null - k3: + y: min: null mid: 0.5248 max: null -- k1: +- x: min: null mid: 0.275 max: null - k2: + Q2: min: null mid: 86.0 max: null - k3: + y: min: null mid: 0.6018 max: null -- k1: +- x: min: null mid: 0.275 max: null - k2: + Q2: min: null mid: 99.0 max: null - k3: + y: min: null mid: 0.6928 max: null -- k1: +- x: min: null mid: 0.275 max: null - k2: + Q2: min: null mid: 115.5 max: null - k3: + y: min: null mid: 0.8082001 max: null -- k1: +- x: min: null mid: 0.35 max: null - k2: + Q2: min: null mid: 43.0 max: null - k3: + y: min: null mid: 0.2364 max: null -- k1: +- x: min: null mid: 0.35 max: null - k2: + Q2: min: null mid: 49.5 max: null - k3: + y: min: null mid: 0.2722 max: null -- k1: +- x: min: null mid: 0.35 max: null - k2: + Q2: min: null mid: 57.0 max: null - k3: + y: min: null mid: 0.3134 max: null -- k1: +- x: min: null mid: 0.35 max: null - k2: + Q2: min: null mid: 65.5 max: null - k3: + y: min: null mid: 0.3601 max: null -- k1: +- x: min: null mid: 0.35 max: null - k2: + Q2: min: null mid: 75.0 max: null - k3: + y: min: null mid: 0.4124 max: null -- k1: +- x: min: null mid: 0.35 max: null - k2: + Q2: min: null mid: 86.0 max: null - k3: + y: min: null mid: 0.4728 max: null -- k1: +- x: min: null mid: 0.35 max: null - k2: + Q2: min: null mid: 99.0 max: null - k3: + y: min: null mid: 0.5443 max: null -- k1: +- x: min: null mid: 0.35 max: null - k2: + Q2: min: null mid: 115.5 max: null - k3: + y: min: null mid: 0.6350001 max: null -- k1: +- x: min: null mid: 0.35 max: null - k2: + Q2: min: null mid: 137.5 max: null - k3: + y: min: null mid: 0.756 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 43.0 max: null - k3: + y: min: null mid: 0.1839 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 49.5 max: null - k3: + y: min: null mid: 0.2117 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 57.0 max: null - k3: + y: min: null mid: 0.2438 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 65.5 max: null - k3: + y: min: null mid: 0.2801 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 75.0 max: null - k3: + y: min: null mid: 0.3207 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 86.0 max: null - k3: + y: min: null mid: 0.3678 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 99.0 max: null - k3: + y: min: null mid: 0.4234 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 115.5 max: null - k3: + y: min: null mid: 0.4939 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 137.5 max: null - k3: + y: min: null mid: 0.588 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 175.0 max: null - k3: + y: min: null mid: 0.7484 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 43.0 max: null - k3: + y: min: null mid: 0.1505 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 49.5 max: null - k3: + y: min: null mid: 0.1732 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 57.0 max: null - k3: + y: min: null mid: 0.1994 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 65.5 max: null - k3: + y: min: null mid: 0.2292 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 75.0 max: null - k3: + y: min: null mid: 0.2624 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 86.0 max: null - k3: + y: min: null mid: 0.3009 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 99.0 max: null - k3: + y: min: null mid: 0.3464 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 115.5 max: null - k3: + y: min: null mid: 0.4041 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 137.5 max: null - k3: + y: min: null mid: 0.4811 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 175.0 max: null - k3: + y: min: null mid: 0.6123 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 230.0 max: null - k3: + y: min: null mid: 0.8047001 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 49.5 max: null - k3: + y: min: null mid: 0.1465 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 57.0 max: null - k3: + y: min: null mid: 0.1688 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 65.5 max: null - k3: + y: min: null mid: 0.1939 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 75.0 max: null - k3: + y: min: null mid: 0.222 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 86.0 max: null - k3: + y: min: null mid: 0.2546 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 99.0 max: null - k3: + y: min: null mid: 0.2931 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 115.5 max: null - k3: + y: min: null mid: 0.3419 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 137.5 max: null - k3: + y: min: null mid: 0.4071 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 175.0 max: null - k3: + y: min: null mid: 0.5181 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 230.0 max: null - k3: + y: min: null mid: 0.6809 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 57.0 max: null - k3: + y: min: null mid: 0.1463 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 65.5 max: null - k3: + y: min: null mid: 0.1681 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 75.0 max: null - k3: + y: min: null mid: 0.1924 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 86.0 max: null - k3: + y: min: null mid: 0.2207 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 99.0 max: null - k3: + y: min: null mid: 0.254 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 115.5 max: null - k3: + y: min: null mid: 0.2964 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 137.5 max: null - k3: + y: min: null mid: 0.3528 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 175.0 max: null - k3: + y: min: null mid: 0.449 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 230.0 max: null - k3: + y: min: null mid: 0.5901 max: null diff --git a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/metadata.yaml index 2601f560ab..7a75bce07f 100644 --- a/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/BCDMS_NC_NOTFIXED_P/metadata.yaml @@ -18,12 +18,12 @@ implemented_observables: description: Deep Inelastic Scattering label: BCDMS $p$ units: '' - process_type: DIS_F2P + process_type: DIS_NC tables: [] npoints: [] ndata: 351 plotting: - kinematics_override: dis_sqrt_scale + kinematics_override: identity theory_reference: Bertone:2013vaa dataset_label: BCDMS $p$ y_label: $10^{i}F_2(x,Q^2)$ @@ -31,31 +31,31 @@ implemented_observables: data_reference: bcdms1 y_scale: symlog line_by: - - k1 + - x normalize: y_scale: linear line_by: [] figure_by: - - k1 - - k3 - plot_x: k2 + - x + - y + plot_x: Q2 kinematic_coverage: - - k1 - - k2 - - k3 + - x + - Q2 + - y kinematics: variables: - k1: - description: Variable k1 - label: k1 + x: + description: Bjorken x + label: '$x$' units: '' - k2: - description: Variable k2 - label: k2 + Q2: + description: Momentum transfer + label: '$Q^2$' units: '' - k3: - description: Variable k3 - label: k3 + y: + description: Inelasticity + label: '$y$' units: '' file: kinematics_EM-F2.yaml theory: diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P/kinematics_EM-SIGMARED.yaml b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P/kinematics_EM-SIGMARED.yaml index 64a4cc200c..55bbdb04a7 100644 --- a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P/kinematics_EM-SIGMARED.yaml +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P/kinematics_EM-SIGMARED.yaml @@ -1,3505 +1,3505 @@ bins: -- k1: +- x: min: null mid: 0.0078 max: null - 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k2: + Q2: min: null mid: 1.28 max: null - k3: + y: min: null mid: 0.32 max: null -- k1: +- x: min: null mid: 0.0247 max: null - k2: + Q2: min: null mid: 1.75 max: null - k3: + y: min: null mid: 0.437 max: null -- k1: +- x: min: null mid: 0.0254 max: null - k2: + Q2: min: null mid: 2.35 max: null - k3: + y: min: null mid: 0.565 max: null -- k1: +- x: min: null mid: 0.0276 max: null - k2: + Q2: min: null mid: 3.24 max: null - k3: + y: min: null mid: 0.707 max: null -- k1: +- x: min: null mid: 0.0348 max: null - k2: + Q2: min: null mid: 1.3 max: null - k3: + y: min: null mid: 0.231 max: null -- k1: +- x: min: null mid: 0.0348 max: null - k2: + Q2: min: null mid: 1.76 max: null - k3: + y: min: null mid: 0.309 max: null -- k1: +- x: min: null mid: 0.0349 max: null - k2: + Q2: min: null mid: 2.44 max: null - k3: + y: min: null mid: 0.427 max: null -- k1: +- x: min: null mid: 0.0355 max: null - k2: + Q2: min: null mid: 3.34 max: null - k3: + y: min: null mid: 0.57 max: null -- k1: +- x: min: null mid: 0.0364 max: null - 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k2: + Q2: min: null mid: 1.77 max: null - k3: + y: min: null mid: 0.156 max: null -- k1: +- x: min: null mid: 0.0694 max: null - k2: + Q2: min: null mid: 2.48 max: null - k3: + y: min: null mid: 0.219 max: null -- k1: +- x: min: null mid: 0.0696 max: null - k2: + Q2: min: null mid: 3.45 max: null - k3: + y: min: null mid: 0.303 max: null -- k1: +- x: min: null mid: 0.0703 max: null - k2: + Q2: min: null mid: 4.42 max: null - k3: + y: min: null mid: 0.382 max: null -- k1: +- x: min: null mid: 0.0703 max: null - k2: + Q2: min: null mid: 5.38 max: null - k3: + y: min: null mid: 0.463 max: null -- k1: +- x: min: null mid: 0.0712 max: null - k2: + Q2: min: null mid: 6.38 max: null - k3: + y: min: null mid: 0.536 max: null -- k1: +- x: min: null mid: 0.0903 max: null - k2: + Q2: min: null mid: 1.38 max: null - k3: + y: min: null mid: 0.095 max: null -- k1: +- x: min: null mid: 0.09 max: null - k2: + Q2: min: null mid: 1.76 max: null - k3: + y: min: null mid: 0.121 max: null -- k1: +- x: min: null mid: 0.0898 max: null - 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k2: + Q2: min: null mid: 27.7 max: null - k3: + y: min: null mid: 0.125 max: null -- k1: +- x: min: null mid: 0.4652 max: null - k2: + Q2: min: null mid: 35.55 max: null - k3: + y: min: null mid: 0.15 max: null -- k1: +- x: min: null mid: 0.4701 max: null - k2: + Q2: min: null mid: 46.57 max: null - k3: + y: min: null mid: 0.194 max: null -- k1: +- x: min: null mid: 0.479 max: null - k2: + Q2: min: null mid: 62.34 max: null - k3: + y: min: null mid: 0.254 max: null diff --git a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P/metadata.yaml index 33dd97ed79..447d8eaa10 100644 --- a/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/NMC_NC_NOTFIXED_P/metadata.yaml @@ -18,7 +18,7 @@ implemented_observables: description: Deep Inelastic Scattering label: NMC $p$ units: '' - process_type: DIS_NCE + process_type: DIS_NC tables: [] npoints: [] ndata: 292 @@ -31,32 +31,32 @@ implemented_observables: data_reference: Arneodo:1996kd y_scale: linear figure_by: - - k3 + - y line_by: - - k1 + - x normalize: line_by: [] figure_by: - - k3 - - k1 - plot_x: k2 + - y + - x + plot_x: Q2 kinematic_coverage: - - k1 - - k2 - - k3 + - x + - Q2 + - y kinematics: variables: - k1: - description: Variable k1 - label: k1 + x: + description: Bjorken x + label: '$x$' units: '' - k2: - description: Variable k2 - label: k2 + Q2: + description: Momentum transfer + label: '$Q^2$' units: '' - k3: - description: Variable k3 - label: k3 + y: + description: Inelasticityty + label: '$y$' units: '' file: kinematics_EM-SIGMARED.yaml theory: diff --git a/nnpdf_data/nnpdf_data/commondata/SLAC_NC_NOTFIXED_D/kinematics_EM-F2.yaml b/nnpdf_data/nnpdf_data/commondata/SLAC_NC_NOTFIXED_D/kinematics_EM-F2.yaml index 8b0b3d930f..fd3c84ed60 100644 --- a/nnpdf_data/nnpdf_data/commondata/SLAC_NC_NOTFIXED_D/kinematics_EM-F2.yaml +++ b/nnpdf_data/nnpdf_data/commondata/SLAC_NC_NOTFIXED_D/kinematics_EM-F2.yaml @@ -1,2533 +1,2533 @@ bins: -- k1: +- x: min: null mid: 0.07 max: null - k2: + Q2: min: null mid: 0.59 max: null - 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k2: + Q2: min: null mid: 5.0 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.2 max: null - k2: + Q2: min: null mid: 0.69 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.2 max: null - k2: + Q2: min: null mid: 0.82 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.2 max: null - k2: + Q2: min: null mid: 0.89 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.2 max: null - k2: + Q2: min: null mid: 1.0 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.2 max: null - k2: + Q2: min: null mid: 1.1 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.2 max: null - k2: + Q2: min: null mid: 1.24 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.2 max: null - k2: + Q2: min: null mid: 1.41 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.2 max: null - k2: + Q2: min: null mid: 1.5 max: null - 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k2: + Q2: min: null mid: 21.56 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 24.37 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 26.73 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.85 max: null - k2: + Q2: min: null mid: 10.03 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.85 max: null - k2: + Q2: min: null mid: 11.08 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.85 max: null - k2: + Q2: min: null mid: 12.18 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.85 max: null - k2: + Q2: min: null mid: 13.95 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.85 max: null - k2: + Q2: min: null mid: 15.45 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.85 max: null - k2: + Q2: min: null mid: 16.64 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.85 max: null - k2: + Q2: min: null mid: 18.46 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.85 max: null - k2: + Q2: min: null mid: 19.99 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.85 max: null - k2: + Q2: min: null mid: 23.4 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.85 max: null - k2: + Q2: min: null mid: 29.09 max: null - k3: + y: min: null mid: 0.0 max: null diff --git a/nnpdf_data/nnpdf_data/commondata/SLAC_NC_NOTFIXED_D/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/SLAC_NC_NOTFIXED_D/metadata.yaml index 7037e7f0c9..7045c49da2 100644 --- a/nnpdf_data/nnpdf_data/commondata/SLAC_NC_NOTFIXED_D/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/SLAC_NC_NOTFIXED_D/metadata.yaml @@ -18,12 +18,12 @@ implemented_observables: description: Deep Inelastic Scattering label: SLAC $d$ units: '' - process_type: DIS_F2D + process_type: DIS_NC tables: [] npoints: [] ndata: 211 plotting: - kinematics_override: dis_sqrt_scale + kinematics_override: identity theory_reference: Bertone:2013vaa dataset_label: SLAC $d$ y_label: $10^{i}F_2(x,Q^2)$ @@ -31,25 +31,25 @@ implemented_observables: data_reference: Whitlow:1991uw y_scale: symlog line_by: - - k1 - plot_x: k2 + - x + plot_x: Q2 kinematic_coverage: - - k1 - - k2 - - k3 + - x + - Q2 + - y kinematics: variables: - k1: - description: Variable k1 - label: k1 + x: + description: Bjorken x + label: '$x$' units: '' - k2: - description: Variable k2 - label: k2 + Q2: + description: Momentum transfer + label: '$Q^2$' units: '' - k3: - description: Variable k3 - label: k3 + y: + description: Inelasticity + label: '$y$' units: '' file: kinematics_EM-F2.yaml theory: diff --git a/nnpdf_data/nnpdf_data/commondata/SLAC_NC_NOTFIXED_P/kinematics_EM-F2.yaml b/nnpdf_data/nnpdf_data/commondata/SLAC_NC_NOTFIXED_P/kinematics_EM-F2.yaml index 03e3624349..df4fa2dbe6 100644 --- a/nnpdf_data/nnpdf_data/commondata/SLAC_NC_NOTFIXED_P/kinematics_EM-F2.yaml +++ b/nnpdf_data/nnpdf_data/commondata/SLAC_NC_NOTFIXED_P/kinematics_EM-F2.yaml @@ -1,2533 +1,2533 @@ bins: -- k1: +- x: min: null mid: 0.07 max: null - 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k2: + Q2: min: null mid: 3.75 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 4.72 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 5.28 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 5.68 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 6.07 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 6.55 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 7.09 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 7.84 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 8.44 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 9.44 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 10.8 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 11.6 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 12.58 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 15.01 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.45 max: null - k2: + Q2: min: null mid: 16.36 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 2.47 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 2.77 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 3.47 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 3.74 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 4.04 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 4.8 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 5.32 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 5.73 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 6.24 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 7.45 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 8.37 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 9.39 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 10.6 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 11.87 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 12.84 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 13.69 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 14.65 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 15.57 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 16.71 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 17.89 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.55 max: null - k2: + Q2: min: null mid: 19.47 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 4.29 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 5.05 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 5.71 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 6.29 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 6.81 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 7.24 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 7.89 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 8.63 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 9.52 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 10.6 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 11.49 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 13.15 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 14.46 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 15.56 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 16.64 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 18.32 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 20.62 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.65 max: null - k2: + Q2: min: null mid: 22.21 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 6.05 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 6.66 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 7.29 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 8.04 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 8.88 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 10.24 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 11.59 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 13.08 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 14.46 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 15.71 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 17.03 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 18.42 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 19.92 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 21.58 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 24.46 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.75 max: null - k2: + Q2: min: null mid: 26.69 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.85 max: null - k2: + Q2: min: null mid: 10.11 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.85 max: null - k2: + Q2: min: null mid: 11.07 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.85 max: null - k2: + Q2: min: null mid: 12.18 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.85 max: null - k2: + Q2: min: null mid: 13.97 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.85 max: null - k2: + Q2: min: null mid: 15.45 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.85 max: null - k2: + Q2: min: null mid: 16.61 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.85 max: null - k2: + Q2: min: null mid: 18.48 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.85 max: null - k2: + Q2: min: null mid: 19.95 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.85 max: null - k2: + Q2: min: null mid: 23.39 max: null - k3: + y: min: null mid: 0.0 max: null -- k1: +- x: min: null mid: 0.85 max: null - k2: + Q2: min: null mid: 29.17 max: null - k3: + y: min: null mid: 0.0 max: null diff --git a/nnpdf_data/nnpdf_data/commondata/SLAC_NC_NOTFIXED_P/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/SLAC_NC_NOTFIXED_P/metadata.yaml index 139ef6f893..69a760437f 100644 --- a/nnpdf_data/nnpdf_data/commondata/SLAC_NC_NOTFIXED_P/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/SLAC_NC_NOTFIXED_P/metadata.yaml @@ -18,12 +18,12 @@ implemented_observables: description: Deep Inelastic Scattering label: SLAC $p$ units: '' - process_type: DIS_F2P + process_type: DIS_NC tables: [] npoints: [] ndata: 211 plotting: - kinematics_override: dis_sqrt_scale + kinematics_override: identity theory_reference: Bertone:2013vaa dataset_label: SLAC $p$ y_label: $10^{i}F_2(x,Q^2)$ @@ -31,25 +31,25 @@ implemented_observables: data_reference: Whitlow:1991uw y_scale: symlog line_by: - - k1 - plot_x: k2 + - x + plot_x: Q2 kinematic_coverage: - - k1 - - k2 - - k3 + - x + - Q2 + - y kinematics: variables: - k1: - description: Variable k1 - label: k1 + x: + description: Bjorken x + label: '$x$' units: '' - k2: - description: Variable k2 - label: k2 + Q2: + description: Momentum transfer + label: '$Q^2$' units: '' - k3: - description: Variable k3 - label: k3 + y: + description: Inelasticity + label: '$y$' units: '' file: kinematics_EM-F2.yaml theory: