From c14fb9420b6e5b92beca36c53f9661ac0eb80e56 Mon Sep 17 00:00:00 2001 From: Ben Cho Date: Sun, 1 Oct 2023 12:56:54 -0600 Subject: [PATCH] fixed eia --- R/Download_RTL_data.R | 2 +- notebooks/scratchpad.ipynb | 399 +----------------- pytest/{archive => data}/bond_1.json | 0 pytest/{archive => data}/bond_2.json | 0 pytest/{archive => data}/bond_3.json | 0 pytest/{archive => data}/crreuro.json | 0 pytest/{archive => data}/garch.json | 0 pytest/{archive => data}/ir.json | 0 pytest/{archive => data}/ir_df_us.json | 0 pytest/{archive => data}/npv1.json | 0 pytest/{archive => data}/npv2.json | 0 ...ak_test_risktools.py => test_risktools.py} | 12 +- src/risktools/data/crudeOil.json | 2 +- src/risktools/data/fizdiffs.json | 2 +- src/risktools/data/tickers_eia.json | 2 +- 15 files changed, 21 insertions(+), 398 deletions(-) rename pytest/{archive => data}/bond_1.json (100%) rename pytest/{archive => data}/bond_2.json (100%) rename pytest/{archive => data}/bond_3.json (100%) rename pytest/{archive => data}/crreuro.json (100%) rename pytest/{archive => data}/garch.json (100%) rename pytest/{archive => data}/ir.json (100%) rename pytest/{archive => data}/ir_df_us.json (100%) rename pytest/{archive => data}/npv1.json (100%) rename pytest/{archive => data}/npv2.json (100%) rename pytest/{bak_test_risktools.py => test_risktools.py} (98%) diff --git a/R/Download_RTL_data.R b/R/Download_RTL_data.R index d1d0e96..90d3055 100644 --- a/R/Download_RTL_data.R +++ b/R/Download_RTL_data.R @@ -40,7 +40,7 @@ for (fn in filenames) { data <- eval(parse(text=paste0('RTL::',fn))) tryCatch({ - if (fn != "tickers_eia" | fn != "steo") { + if ((fn != "tickers_eia") & (fn != "steo")) { data <- data %>% dplyr::mutate_if(is.character, ~ str_replace_all(., "[.]", "_")) # remove . from strings # data <- data %>% dplyr::mutate_if(is.character, ~ str_replace_all(., "[,]", "")) # remove , from strings } diff --git a/notebooks/scratchpad.ipynb b/notebooks/scratchpad.ipynb index 5e0b3a1..a5748b0 100644 --- a/notebooks/scratchpad.ipynb +++ b/notebooks/scratchpad.ipynb @@ -11,419 +11,42 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ - "df = rt.data.open_data('crudeOil')" + "import requests\n", + "import json" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 8, "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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" - ], - "text/plain": [ - " Ticker date Value\n", - "0 AHS 2018-11-01 -48.5695\n", - "1 AHS 2018-10-01 -31.8708\n", - "2 AHS 2018-09-01 -32.6978\n", - "3 AHS 2018-08-01 -21.8058\n", - "4 AHS 2018-07-01 -19.8540" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "df['CanadaPrices'].head()" + "url = f\"http://api.eia.gov/v2/seriesid/PET_W_EPM0F_IM0_NUS-Z00_MBBLD_W?api_key=2A8ht8q9qIj5WW1gaygGHPVwoJAPCxcUFtVn9uTk\"\n", + "tmp = json.loads(requests.get(url).text)" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 9, "metadata": {}, "outputs": [ { "data": { - "text/html": [ - "
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assaySpecificationHeavy.Naphtha1Heavy.Naphtha2KeroLight.Gas.OilHeavyGasOilLight.VGOHeavy.VGO1Heavy.VGO2AtRes1AtRes2VacRes1VacRes2Light.NaphthaWhole.crude
0alaskan-north-slopeStart (C API)95.0000149.0000175.0000232.0000342.0000369.0000509.0000550.0000369.0000509.0000550.0000585.0000NaNNaN
1alaskan-north-slopeEnd (C API)149.0000175.0000232.0000342.0000369.0000509.0000550.0000585.0000NaNNaNNaNNaN95.0000NaN
2alaskan-north-slopeYield on crude (perc wt)10.40004.20008.600017.55004.400020.00004.75003.500042.700022.750017.950014.45009.1000100.0000
3alaskan-north-slopeYield on crude (perc vol)11.70004.60009.000017.30004.150018.35004.25003.050037.400019.000014.800011.750011.3000100.0000
4alaskan-north-slopeDensity at 15C (kg/litre)0.76330.78290.81650.86950.90470.93160.96290.98630.97851.02391.04131.05560.68520.8602
...................................................
33thunder-horseCarbon Residue (percwt)NaNNaNNaNNaNNaN0.08001.66003.97009.580018.100022.500027.0000NaN4.3000
34thunder-horseAsphaltenes (percwt)NaNNaNNaNNaNNaNNaNNaNNaN3.70006.90008.700010.5000NaN1.7000
35thunder-horseVanadium (ppm wt)NaNNaNNaNNaNNaNNaNNaNNaN27.000051.000064.000079.0000NaN12.0000
36thunder-horseNickel (ppm wt)NaNNaNNaNNaNNaNNaNNaNNaN29.000056.000071.000087.0000NaN13.0000
37thunder-horseIron (ppm wt)NaNNaNNaNNaNNaNNaNNaNNaN7.000012.000016.000019.0000NaN3.0000
\n", - "

1406 rows × 16 columns

\n", - "
" - ], "text/plain": [ - " assay Specification Heavy.Naphtha1 \\\n", - "0 alaskan-north-slope Start (C API) 95.0000 \n", - "1 alaskan-north-slope End (C API) 149.0000 \n", - "2 alaskan-north-slope Yield on crude (perc wt) 10.4000 \n", - "3 alaskan-north-slope Yield on crude (perc vol) 11.7000 \n", - "4 alaskan-north-slope Density at 15C (kg/litre) 0.7633 \n", - ".. ... ... ... \n", - "33 thunder-horse Carbon Residue (percwt) NaN \n", - "34 thunder-horse Asphaltenes (percwt) NaN \n", - "35 thunder-horse Vanadium (ppm wt) NaN \n", - "36 thunder-horse Nickel (ppm wt) NaN \n", - "37 thunder-horse Iron (ppm wt) NaN \n", - "\n", - " Heavy.Naphtha2 Kero Light.Gas.Oil HeavyGasOil Light.VGO \\\n", - "0 149.0000 175.0000 232.0000 342.0000 369.0000 \n", - "1 175.0000 232.0000 342.0000 369.0000 509.0000 \n", - "2 4.2000 8.6000 17.5500 4.4000 20.0000 \n", - "3 4.6000 9.0000 17.3000 4.1500 18.3500 \n", - "4 0.7829 0.8165 0.8695 0.9047 0.9316 \n", - ".. ... ... ... ... ... \n", - "33 NaN NaN NaN NaN 0.0800 \n", - "34 NaN NaN NaN NaN NaN \n", - "35 NaN NaN NaN NaN NaN \n", - "36 NaN NaN NaN NaN NaN \n", - "37 NaN NaN NaN NaN NaN \n", - "\n", - " Heavy.VGO1 Heavy.VGO2 AtRes1 AtRes2 VacRes1 VacRes2 \\\n", - "0 509.0000 550.0000 369.0000 509.0000 550.0000 585.0000 \n", - "1 550.0000 585.0000 NaN NaN NaN NaN \n", - "2 4.7500 3.5000 42.7000 22.7500 17.9500 14.4500 \n", - "3 4.2500 3.0500 37.4000 19.0000 14.8000 11.7500 \n", - "4 0.9629 0.9863 0.9785 1.0239 1.0413 1.0556 \n", - ".. ... ... ... ... ... ... \n", - "33 1.6600 3.9700 9.5800 18.1000 22.5000 27.0000 \n", - "34 NaN NaN 3.7000 6.9000 8.7000 10.5000 \n", - "35 NaN NaN 27.0000 51.0000 64.0000 79.0000 \n", - "36 NaN NaN 29.0000 56.0000 71.0000 87.0000 \n", - "37 NaN NaN 7.0000 12.0000 16.0000 19.0000 \n", - "\n", - " Light.Naphtha Whole.crude \n", - "0 NaN NaN \n", - "1 95.0000 NaN \n", - "2 9.1000 100.0000 \n", - "3 11.3000 100.0000 \n", - "4 0.6852 0.8602 \n", - ".. ... ... \n", - "33 NaN 4.3000 \n", - "34 NaN 1.7000 \n", - "35 NaN 12.0000 \n", - "36 NaN 13.0000 \n", - "37 NaN 3.0000 \n", - "\n", - "[1406 rows x 16 columns]" + "{'error': 'Not found.', 'code': 404}" ] }, - "execution_count": 5, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "df['bpAssays']" + "tmp" ] }, { diff --git a/pytest/archive/bond_1.json b/pytest/data/bond_1.json similarity index 100% rename from pytest/archive/bond_1.json rename to pytest/data/bond_1.json diff --git a/pytest/archive/bond_2.json b/pytest/data/bond_2.json similarity index 100% rename from pytest/archive/bond_2.json rename to pytest/data/bond_2.json diff --git a/pytest/archive/bond_3.json b/pytest/data/bond_3.json similarity index 100% rename from pytest/archive/bond_3.json rename to pytest/data/bond_3.json diff --git a/pytest/archive/crreuro.json b/pytest/data/crreuro.json similarity index 100% rename from pytest/archive/crreuro.json rename to pytest/data/crreuro.json diff --git a/pytest/archive/garch.json b/pytest/data/garch.json similarity index 100% rename from pytest/archive/garch.json rename to pytest/data/garch.json diff --git a/pytest/archive/ir.json b/pytest/data/ir.json similarity index 100% rename from pytest/archive/ir.json rename to pytest/data/ir.json diff --git a/pytest/archive/ir_df_us.json b/pytest/data/ir_df_us.json similarity index 100% rename from pytest/archive/ir_df_us.json rename to pytest/data/ir_df_us.json diff --git a/pytest/archive/npv1.json b/pytest/data/npv1.json similarity index 100% rename from pytest/archive/npv1.json rename to pytest/data/npv1.json diff --git a/pytest/archive/npv2.json b/pytest/data/npv2.json similarity index 100% rename from pytest/archive/npv2.json rename to pytest/data/npv2.json diff --git a/pytest/bak_test_risktools.py b/pytest/test_risktools.py similarity index 98% rename from pytest/bak_test_risktools.py rename to pytest/test_risktools.py index ab1a12c..979bc52 100644 --- a/pytest/bak_test_risktools.py +++ b/pytest/test_risktools.py @@ -144,7 +144,7 @@ def test_bond(): # second test bo = rt.bond(ytm=0.05, c=0.05, T=1, m=2, output="df") - df = _load_json("bond_2.json") + df = _load_json("./data/bond_2.json") assert df.astype(float).round(4).equals(bo.round(4)), "bond Test 2 failed" # third test @@ -297,7 +297,7 @@ def test_roll_adjust(): def test_garch(): - ac = _load_json("garch.json").set_index("date").garch + ac = _load_json("./data/garch.json").set_index("date").garch dflong = rt.data.open_data("dflong") dflong = dflong["CL01"] @@ -389,9 +389,9 @@ def test_swap_irs(): def test_npv(): - ac = _load_json("npv1.json") + ac = _load_json("./data/npv1.json") ir = ( - _load_json("ir.json") + _load_json("./data/ir.json") .rename({"_row": "index"}, axis=1) .replace("...1", "0") .set_index("index") @@ -403,7 +403,7 @@ def test_npv(): assert ac.round(4).equals(ts.round(4)), "npv Test 1 using actual ir failed" - ac2 = _load_json("npv2.json") + ac2 = _load_json("./data/npv2.json") ac2.cf = ac2.cf.astype(float) ts2 = rt.npv( init_cost=-375, @@ -420,7 +420,7 @@ def test_npv(): def test_crr_euro(): - ac = _load_json("crreuro.json", dataframe=False) + ac = _load_json("./data/crreuro.json", dataframe=False) ts = rt.crr_euro(s=100, x=100, sigma=0.2, Rf=0.1, T=1, n=5, type="call") assert np.array_equal( diff --git a/src/risktools/data/crudeOil.json b/src/risktools/data/crudeOil.json index c0c341d..521928c 100644 --- a/src/risktools/data/crudeOil.json +++ b/src/risktools/data/crudeOil.json @@ -1 +1 @@ -{"CanadianAssays":[{"Name":"Access Western Blend","Grade":"AWB","Location":"Edmonton","date":14610,"Density":919.9,"Gravity":22.2,"Sulphur":3.83,"MCR":10.3,"Viscosity":0.51,"Sediment":72,"TAN":1.62,"Salt":7.5,"Nickel":68.7,"Vanadium":184.5},{"Name":"Access Western Blend","Grade":"AWB","Location":"Edmonton","date":14641,"Density":918.1,"Gravity":22.5,"Sulphur":3.89,"MCR":10.5,"Viscosity":0.51,"TAN":1.6,"Nickel":68.3,"Vanadium":186.6},{"Name":"Access Western Blend","Grade":"AWB","Location":"Edmonton","date":14669,"Density":917.9,"Gravity":22.5,"Sulphur":3.79,"MCR":10.3,"Viscosity":0.51,"TAN":1.63,"Nickel":66.3,"Vanadium":178.2},{"Name":"Access Western Blend","Grade":"AWB","Location":"Edmonton","date":14700,"Density":920.6,"Gravity":22.1,"Sulphur":3.82,"MCR":10.4,"Viscosity":0.51,"Sediment":120,"TAN":1.59,"Salt":5.7,"Nickel":70.1,"Vanadium":184},{"Name":"Access Western Blend","Grade":"AWB","Location":"Edmonton","date":14730,"Density":924.2,"Gravity":21.5,"Sulphur":3.9,"MCR":10.5,"Viscosity":0.51,"TAN":1.7,"Nickel":69.3,"Vanadium":190.9},{"Name":"Access Western Blend","Grade":"AWB","Location":"Edmonton","date":14761,"Density":931.5,"Gravity":20.3,"Sulphur":3.99,"MCR":10.8,"Viscosity":0.51,"TAN":1.69,"Nickel":77.9,"Vanadium":190.1},{"Name":"Access Western Blend","Grade":"AWB","Location":"Edmonton","date":14791,"Density":932.4,"Gravity":20.1,"Sulphur":4,"MCR":10.8,"Viscosity":0.51,"Sediment":140,"TAN":1.75,"Salt":4.8,"Nickel":74,"Vanadium":200},{"Name":"Access Western Blend","Grade":"AWB","Location":"Edmonton","date":14822,"Density":931.7,"Gravity":20.2,"Sulphur":4.1,"MCR":11,"Viscosity":0.51,"TAN":1.85,"Nickel":77,"Vanadium":190},{"Name":"Access Western Blend","Grade":"AWB","Location":"Edmonton","date":14853,"Density":931.1,"Gravity":20.3,"Sulphur":4.15,"MCR":11,"Viscosity":0.51,"TAN":1.77,"Nickel":77,"Vanadium":172},{"Name":"Access Western Blend","Grade":"AWB","Location":"Edmonton","date":14883,"Density":924.6,"Gravity":21.4,"Sulphur":4.06,"MCR":11,"Viscosity":0.51,"Sediment":101,"TAN":1.6,"Salt":6.3,"Nickel":74,"Vanadium":183},{"Name":"Access Western Blend","Grade":"AWB","Location":"Edmonton","date":14914,"Density":919.6,"Gravity":22.2,"Sulphur":3.97,"MCR":10.7,"Viscosity":0.51,"TAN":1.72,"Nickel":71,"Vanadium":187},{"Name":"Access Western Blend","Grade":"AWB","Location":"Edmonton","date":14944,"Density":918.4,"Gravity":22.4,"Sulphur":3.95,"MCR":10.6,"Viscosity":0.51,"TAN":1.84,"Nickel":75,"Vanadium":199},{"Name":"Access Western Blend","Grade":"AWB","Location":"Edmonton","date":14975,"Density":916.5,"Gravity":22.8,"Sulphur":3.85,"MCR":10.2,"Viscosity":0.51,"Sediment":59,"TAN":1.7,"Salt":6.5,"Nickel":70,"Vanadium":197},{"Name":"Access Western Blend","Grade":"AWB","Location":"Edmonton","date":15006,"Density":917.7,"Gravity":22.6,"Sulphur":3.91,"MCR":10.9,"Viscosity":0.51,"TAN":1.66,"Nickel":69,"Vanadium":176},{"Name":"Access Western Blend","Grade":"AWB","Location":"Edmonton","date":15034,"Density":917.4,"Gravity":22.6,"Sulphur":3.83,"MCR":10.3,"Viscosity":0.51,"TAN":1.48,"Nickel":68,"Vanadium":185},{"Name":"Access Western Blend","Grade":"AWB","Location":"Edmonton","date":15065,"Density":917.4,"Gravity":22.6,"Sulphur":3.98,"MCR":10.6,"Viscosity":0.51,"Sediment":69,"TAN":1.61,"Salt":7.2,"Nickel":75,"Vanadium":193},{"Name":"Access Western Blend","Grade":"AWB","Location":"Edmonton","date":15095,"Density":921.8,"Gravity":21.9,"Sulphur":3.98,"MCR":10.5,"Viscosity":0.51,"TAN":1.58,"Nickel":74,"Vanadium":200},{"Name":"Access Western Blend","Grade":"AWB","Location":"Edmonton","date":15126,"Density":928.1,"Gravity":20.8,"Sulphur":4.11,"MCR":10.9,"Viscosity":0.51,"TAN":1.72},{"Name":"Access Western Blend","Grade":"AWB","Location":"Edmonton","date":15156,"Density":929.5,"Gravity":20.6,"Sulphur":3.97,"MCR":9.36,"Viscosity":0.51,"Sediment":107,"TAN":1.44,"Salt":7.8,"Nickel":83,"Vanadium":227},{"Name":"Access Western Blend","Grade":"AWB","Location":"Edmonton","date":15187,"Density":930.9,"Gravity":20.4,"Sulphur":3.97,"MCR":11,"Viscosity":0.51,"TAN":1.71,"Nickel":75,"Vanadium":202},{"Name":"Access Western 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Gravity","...2":"31.9969424541964","Reference.":"88.727975166801698","LIZA20X":"63.356217333055497","...5":54.6831,"...6":"46.287274952762601","...7":40.0454,"...8":34.9483,"...9":32.0142,"...10":"28.2535342812346","...11":"17.6246896671705","...12":"25.091298063497","...13":"21.410429604320701","...14":"19.584391674595398","...15":"9.4470144423462692"},{"liza":"UOPK","...2":"11.9670002099038","...5":11.7737,"...6":"11.696065389778401","...7":11.6934,"...8":11.7127,"...9":11.8429,"...10":"11.792710291761701","...11":"11.894690317616201","...12":"11.8532047092606","...13":"11.9298992856393","...14":"12.043541484071","...15":"11.801402049419"},{"liza":"Molecular Weight (g/mol)","...5":109.6728,"...6":"137.294713177158","...7":170.0088,"...8":207.974,"...9":254.1071,"...10":"287.85710369939102","...11":"526.49674796982595","...12":"343.746262178341","...13":"440.92674668849997","...14":"558.00267620089198","...15":"1007.60666977824"},{},{},{"liza":"Total Sulphur (% wt)","...2":"0.58394837922404796","Reference.":"1.70744579871619E-5","LIZA20X":"2.9992421028064199E-4","...5":0.0046,"...6":"3.55486639034071E-2","...7":0.1069,"...8":0.2602,"...9":0.4343,"...10":"0.52923301820148805","...11":"1.02737859822429","...12":"0.625247243117107","...13":"0.78780911348258897","...14":"0.96293673231663701","...15":"1.46842010017515"},{"liza":"Mercaptan Sulphur (ppm)","...2":"5","Reference.":"1.48682733928573E-5","LIZA20X":"1.9542973002301101E-3","...5":0.1061,"...6":"1.29428406463812","...7":2.3624,"...8":1.4157},{"liza":"Total Nitrogen (ppm)","...2":"1740.73637477599","...7":10.0834,"...8":58.5822,"...9":248.0061,"...10":"525.99512138323905","...11":"3549.40836810991","...12":"1164.99938743283","...13":"2128.7462264795599","...14":"2993.3811169185301","...15":"6228.2712000609299"},{"liza":"Total Acid Number (mgKOH/g)","...2":"0.23667778931254899","Reference.":"6.2798385539823602E-3","LIZA20X":"2.4282743642468699E-2","...5":0.0611,"...6":"0.10283692521113","...7":0.1454,"...8":0.193,"...9":0.245,"...10":"0.29098262501283301","...11":"0.33882542099570701","...12":"0.349041514041602","...13":"0.38875775353199399","...14":"0.38963698933752899","...15":"0.29040553039337502"},{},{},{"liza":"Viscosity @ 68 F (cSt)","...2":"15.3305536811812","...6":"1.4536450651394801"},{"liza":"Viscosity @ 104 F (cSt)","...2":"7.7926165870002997","...6":"1.09820022822534","...7":1.7133,"...8":3.0699,"...9":6.4663,"...10":"12.313312679553601"},{"liza":"Viscosity @ 122 F (cSt)","...2":"5.9193594470515496","...7":1.4744,"...8":2.5258,"...9":4.9837,"...10":"8.9252162427889008","...11":"691.08866825429004","...12":"23.742734265016001","...13":"109.932378446389","...14":"450.81890081828999"},{"liza":"Viscosity @ 140 F (cSt)","...11":"341.02614298407298","...12":"16.320921161460799","...13":"64.915084818538901","...14":"231.711471307328"},{"liza":"Viscosity @ 212 F (cSt)","...11":"44.705766504533202","...12":"5.4266832306856996","...13":"14.187925942434999","...14":"34.173389249568501","...15":"3254.94363259185"},{"liza":"Viscosity @ 266 F (cSt)","...15":"471.03811955702901"},{},{},{"liza":"RON (Clear)","...2":"58.404673615668599","Reference.":"76.031584616912696","LIZA20X":"51.696414129639898","...5":58.8461,"...6":"32.454397788281298"},{"liza":"MON (Clear)","...2":"63.899333324111602","Reference.":"74.524998783667002","LIZA20X":"63.178024019107802","...5":58.2582,"...6":"31.337693071973501"},{"liza":"Paraffins (% wt)","...2":"27.1987813795823","Reference.":"94.032096027829496","LIZA20X":"51.318098171746598","...5":32.9343,"...6":"39.819213518151599"},{"liza":"Naphthenes (%wt)","...2":"37.674034401946102","Reference.":"5.9623483411626799","LIZA20X":"47.2657352836193","...5":57.14,"...6":"47.711231566253403"},{"liza":"Aromatics (% wt)","...2":"35.127052609971898","Reference.":"0","LIZA20X":"1.4161665446341201","...5":9.9257,"...6":"12.4695549155949"},{},{},{"liza":"Pour Point (°F)","...2":"32","...7":-56.4356,"...8":-14.5652,"...9":27.6749,"...10":"51.593516876249701","...11":"98.0583746816596","...12":"80.8556266189252","...13":"107.914072603208","...14":"124.755080562854","...15":"118.938122844549"},{"liza":"Cloud Point (°F)","...7":-53.1128,"...8":-9.0168,"...9":33.5992},{"liza":"Freeze Point (°F)","...6":"-79.3464117567367","...7":-44.6606,"...8":-4.9233},{"liza":"Smoke Point (mm)","...6":"25.2667044103191","...7":21.0699,"...8":17.4909},{"liza":"Cetane Index","...6":"35.728754770551603","...7":43.0845,"...8":49.404,"...9":58.0641,"...10":"59.4201444860891"},{"liza":"Naphthalenes (% vol)","...6":"0.130348980789701","...7":2.8632,"...8":6.7458,"...9":8.3018},{"liza":"Aniline Point (°F)","...5":126.6754,"...6":"131.76216856367699","...7":141.2669,"...8":156.8745,"...9":171.3906,"...10":"176.24691792205701","...12":"190.15523560221499","...13":"206.74144876840799","...14":"208.71212188781999"},{"liza":"Hydrogen (% wt)","Reference.":"16.4855790029413","LIZA20X":"15.2101346476747","...5":14.3395,"...6":"14.1630421106544","...7":13.6091,"...8":13.4521,"...9":13.2487,"...10":"12.837867937074799","...12":"12.682474138693401","...13":"12.574990967842499","...14":"12.680829927262799"},{"liza":"Wax (% wt)","...2":"-","...11":"-","...12":"-","...13":"-","...14":"-","...15":"-"},{},{},{"liza":"C7 Asphaltenes (% wt)","...2":"0.34730548374983899","...11":"0.72836488702355295","...13":"0","...14":"0","...15":"1.8801459317900999"},{"liza":"Micro Carbon Residue (% wt)","...2":"3.3671808122958899","...11":"7.0616111368466301","...13":"6.0065662320253697E-2","...14":"1.12854891349304","...15":"17.788834055692298"},{"liza":"Vanadium (ppm)","...2":"23.473879567403898","...11":"49.229138148109001","...13":"0","...14":"0","...15":"127.07636716664901"},{"liza":"Nickel (ppm)","...2":"15.959794283963401","...11":"33.470688786852598","...13":"0","...14":"0","...15":"86.398699989471993"},{"liza":"Iron (ppm)","...2":"0.54500000000000004","...11":"5.0754238498575699","...13":"0","...14":"0","...15":"13.101314565581999"},{},{},{},{},{},{},{},{},{},{}],"banyu-urip":[{"banyu-urip":"Cut volume, %","Whole.crude":100,"Butane.and.Lighter.IBP...60F":0.0077,"Lt..Naphtha.C5...165F":0.7549,"Hvy.Naphtha.165...330F":5.7047,"Kerosene.330...480F":13.3035,"Diesel.480...650F":35.4232,"Vacuum.Gas.Oil.650...1000F":38.6797,"Vacuum.Residue.1000F.":6.1262},{"banyu-urip":"API Gravity,","Whole.crude":32.001,"Butane.and.Lighter.IBP...60F":112.9925,"Lt..Naphtha.C5...165F":69.3644,"Hvy.Naphtha.165...330F":45.9598,"Kerosene.330...480F":38.2048,"Diesel.480...650F":33.5497,"Vacuum.Gas.Oil.650...1000F":29.9932,"Vacuum.Residue.1000F.":13.2871},{"banyu-urip":"Specific Gravity (60/60F),","Whole.crude":0.8654,"Butane.and.Lighter.IBP...60F":0.5787,"Lt..Naphtha.C5...165F":0.7045,"Hvy.Naphtha.165...330F":0.7974,"Kerosene.330...480F":0.8338,"Diesel.480...650F":0.8573,"Vacuum.Gas.Oil.650...1000F":0.8762,"Vacuum.Residue.1000F.":0.9773},{"banyu-urip":"Carbon, wt %","Whole.crude":86.6993,"Butane.and.Lighter.IBP...60F":82.6532,"Lt..Naphtha.C5...165F":84.0056,"Hvy.Naphtha.165...330F":88.0428,"Kerosene.330...480F":86.7741,"Diesel.480...650F":86.7774,"Vacuum.Gas.Oil.650...1000F":86.4068,"Vacuum.Residue.1000F.":86.8271},{"banyu-urip":"Hydrogen, wt %","Whole.crude":12.9717,"Butane.and.Lighter.IBP...60F":17.3468,"Lt..Naphtha.C5...165F":15.9944,"Hvy.Naphtha.165...330F":11.9572,"Kerosene.330...480F":13.1647,"Diesel.480...650F":12.9135,"Vacuum.Gas.Oil.650...1000F":13.2202,"Vacuum.Residue.1000F.":12.2569},{"banyu-urip":"Pour point, F","Whole.crude":80.6,"Hvy.Naphtha.165...330F":-105.316,"Kerosene.330...480F":-42.5232,"Diesel.480...650F":30.9764,"Vacuum.Gas.Oil.650...1000F":121.2694,"Vacuum.Residue.1000F.":123.8108},{"banyu-urip":"Neutralization number (TAN), MG/GM","Whole.crude":0.0482,"Butane.and.Lighter.IBP...60F":0,"Lt..Naphtha.C5...165F":0.0019,"Hvy.Naphtha.165...330F":0.079,"Kerosene.330...480F":0.0394,"Diesel.480...650F":0.0198,"Vacuum.Gas.Oil.650...1000F":0.057,"Vacuum.Residue.1000F.":0.1395},{"banyu-urip":"Sulfur, wt%","Whole.crude":0.3048,"Butane.and.Lighter.IBP...60F":0.0033,"Lt..Naphtha.C5...165F":0.0151,"Hvy.Naphtha.165...330F":0.0344,"Kerosene.330...480F":0.0589,"Diesel.480...650F":0.3123,"Vacuum.Gas.Oil.650...1000F":0.3297,"Vacuum.Residue.1000F.":0.8136},{"banyu-urip":"Viscosity at 20C/68F, cSt","Whole.crude":55.1998,"Butane.and.Lighter.IBP...60F":0.4878,"Lt..Naphtha.C5...165F":0.629,"Hvy.Naphtha.165...330F":0.9037,"Kerosene.330...480F":1.9467,"Diesel.480...650F":5.4214,"Vacuum.Gas.Oil.650...1000F":44.3069,"Vacuum.Residue.1000F.":272939.5882},{"banyu-urip":"Viscosity at 40C/104F, cSt","Whole.crude":8.921,"Butane.and.Lighter.IBP...60F":0.412,"Lt..Naphtha.C5...165F":0.5202,"Hvy.Naphtha.165...330F":0.7283,"Kerosene.330...480F":1.4447,"Diesel.480...650F":3.4425,"Vacuum.Gas.Oil.650...1000F":19.2323,"Vacuum.Residue.1000F.":20058.608},{"banyu-urip":"Viscosity at 50C/122F, cSt","Whole.crude":4.8931,"Butane.and.Lighter.IBP...60F":0.3825,"Lt..Naphtha.C5...165F":0.4771,"Hvy.Naphtha.165...330F":0.6604,"Kerosene.330...480F":1.2698,"Diesel.480...650F":2.8469,"Vacuum.Gas.Oil.650...1000F":13.7136,"Vacuum.Residue.1000F.":7058.3508},{"banyu-urip":"Mercaptan sulfur, ppm","Whole.crude":75,"Butane.and.Lighter.IBP...60F":26.0956,"Lt..Naphtha.C5...165F":96.2344,"Hvy.Naphtha.165...330F":109.7209,"Kerosene.330...480F":118.7081,"Diesel.480...650F":30.7151,"Vacuum.Gas.Oil.650...1000F":4.0061,"Vacuum.Residue.1000F.":0.0683},{"banyu-urip":"Nitrogen, ppm","Whole.crude":324.7566,"Butane.and.Lighter.IBP...60F":0,"Lt..Naphtha.C5...165F":0,"Hvy.Naphtha.165...330F":0.0087,"Kerosene.330...480F":0.3437,"Diesel.480...650F":28.1173,"Vacuum.Gas.Oil.650...1000F":400.0378,"Vacuum.Residue.1000F.":2280.3173},{"banyu-urip":"CCR, wt%","Whole.crude":1.4759,"Vacuum.Gas.Oil.650...1000F":0.2488,"Vacuum.Residue.1000F.":19.898},{"banyu-urip":"N-Heptane Insolubles (C7 Asphaltenes), wt%","Whole.crude":0.2136,"Vacuum.Gas.Oil.650...1000F":0,"Vacuum.Residue.1000F.":3.0835},{"banyu-urip":"Nickel, ppm","Whole.crude":0.219,"Vacuum.Residue.1000F.":3.1618},{"banyu-urip":"Vanadium, ppm","Whole.crude":0.1612,"Vacuum.Residue.1000F.":2.3267},{"banyu-urip":"Calcium, ppm","Whole.crude":4.52},{"banyu-urip":"Reid Vapor Pressure (RVP) Whole Crude, psi","Whole.crude":1.2},{"banyu-urip":"Hydrogen Sulfide (dissolved), ppm","Whole.crude":0},{"banyu-urip":"Salt content, ptb","Whole.crude":2.9},{"banyu-urip":"Paraffins, vol %","Whole.crude":47.2948,"Butane.and.Lighter.IBP...60F":100,"Lt..Naphtha.C5...165F":79.2259,"Hvy.Naphtha.165...330F":28.7249,"Kerosene.330...480F":44.8285,"Diesel.480...650F":47.5836,"Vacuum.Gas.Oil.650...1000F":54.6321,"Vacuum.Residue.1000F.":12.1775},{"banyu-urip":"Naphthenes, vol %","Whole.crude":22.4643,"Butane.and.Lighter.IBP...60F":0,"Lt..Naphtha.C5...165F":20.7741,"Hvy.Naphtha.165...330F":24.3173,"Kerosene.330...480F":24.144,"Diesel.480...650F":25.0697,"Vacuum.Gas.Oil.650...1000F":20.7132,"Vacuum.Residue.1000F.":14.4563},{"banyu-urip":"Aromatics (FIA), vol %","Whole.crude":30.2409,"Butane.and.Lighter.IBP...60F":0,"Lt..Naphtha.C5...165F":0,"Hvy.Naphtha.165...330F":46.9578,"Kerosene.330...480F":31.0275,"Diesel.480...650F":27.3467,"Vacuum.Gas.Oil.650...1000F":24.6547,"Vacuum.Residue.1000F.":73.3662},{"banyu-urip":"Distillation type, TBP"},{"banyu-urip":"IBP, F","Whole.crude":151.4575,"Lt..Naphtha.C5...165F":68.7474,"Hvy.Naphtha.165...330F":166.3703,"Kerosene.330...480F":331.7732,"Diesel.480...650F":481.1345,"Vacuum.Gas.Oil.650...1000F":650.9436,"Vacuum.Residue.1000F.":1000.8126},{"banyu-urip":"5 vol%, F","Whole.crude":290.1482,"Lt..Naphtha.C5...165F":81.3229,"Hvy.Naphtha.165...330F":177.1073,"Kerosene.330...480F":347.3896,"Diesel.480...650F":490.9287,"Vacuum.Gas.Oil.650...1000F":659.5887,"Vacuum.Residue.1000F.":1008.3645},{"banyu-urip":"10 vol%, F","Whole.crude":400.019,"Lt..Naphtha.C5...165F":101.0087,"Hvy.Naphtha.165...330F":187.5529,"Kerosene.330...480F":363.0304,"Diesel.480...650F":501.2135,"Vacuum.Gas.Oil.650...1000F":669.4294,"Vacuum.Residue.1000F.":1017.1895},{"banyu-urip":"20 vol%, F","Whole.crude":481.4677,"Lt..Naphtha.C5...165F":124.9058,"Hvy.Naphtha.165...330F":205.8831,"Kerosene.330...480F":387.6214,"Diesel.480...650F":520.2495,"Vacuum.Gas.Oil.650...1000F":690.0041,"Vacuum.Residue.1000F.":1036.4422},{"banyu-urip":"30 vol%, F","Whole.crude":535.7816,"Lt..Naphtha.C5...165F":132.8406,"Hvy.Naphtha.165...330F":222.3578,"Kerosene.330...480F":405.5727,"Diesel.480...650F":537.6507,"Vacuum.Gas.Oil.650...1000F":712.0366,"Vacuum.Residue.1000F.":1058.2553},{"banyu-urip":"40 vol%, F","Whole.crude":580.673,"Lt..Naphtha.C5...165F":139.0811,"Hvy.Naphtha.165...330F":237.94,"Kerosene.330...480F":419.9028,"Diesel.480...650F":553.9639,"Vacuum.Gas.Oil.650...1000F":735.8644,"Vacuum.Residue.1000F.":1083.5449},{"banyu-urip":"50 vol%, F","Whole.crude":625.2943,"Lt..Naphtha.C5...165F":144.2828,"Hvy.Naphtha.165...330F":253.1662,"Kerosene.330...480F":431.992,"Diesel.480...650F":569.6533,"Vacuum.Gas.Oil.650...1000F":762.0853,"Vacuum.Residue.1000F.":1113.3925},{"banyu-urip":"60 vol%, F","Whole.crude":674.316,"Lt..Naphtha.C5...165F":149.2566,"Hvy.Naphtha.165...330F":268.3286,"Kerosene.330...480F":442.8899,"Diesel.480...650F":585.157,"Vacuum.Gas.Oil.650...1000F":791.5849,"Vacuum.Residue.1000F.":1149.7716},{"banyu-urip":"70 vol%, F","Whole.crude":731.6127,"Lt..Naphtha.C5...165F":153.4806,"Hvy.Naphtha.165...330F":283.573,"Kerosene.330...480F":452.956,"Diesel.480...650F":600.7426,"Vacuum.Gas.Oil.650...1000F":825.6764,"Vacuum.Residue.1000F.":1196.0743},{"banyu-urip":"80 vol%, 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F","Whole.crude":606.8095,"Lt..Naphtha.C5...165F":96.1329,"Hvy.Naphtha.165...330F":190.2405,"Kerosene.330...480F":391.3813,"Diesel.480...650F":543.7359,"Vacuum.Gas.Oil.650...1000F":757.6458,"Vacuum.Residue.1000F.":1121.0136},{"kearl":"40 vol%, F","Whole.crude":721.2401,"Lt..Naphtha.C5...165F":101.4661,"Hvy.Naphtha.165...330F":200.6786,"Kerosene.330...480F":408.1405,"Diesel.480...650F":561.5125,"Vacuum.Gas.Oil.650...1000F":789.9713,"Vacuum.Residue.1000F.":1165.0429},{"kearl":"50 vol%, F","Whole.crude":818.4106,"Lt..Naphtha.C5...165F":106.5975,"Hvy.Naphtha.165...330F":212.7569,"Kerosene.330...480F":423.0198,"Diesel.480...650F":578.1423,"Vacuum.Gas.Oil.650...1000F":822.0976,"Vacuum.Residue.1000F.":1211.1524},{"kearl":"60 vol%, F","Whole.crude":919.3631,"Lt..Naphtha.C5...165F":111.5463,"Hvy.Naphtha.165...330F":227.3608,"Kerosene.330...480F":436.4556,"Diesel.480...650F":593.826,"Vacuum.Gas.Oil.650...1000F":854.9226,"Vacuum.Residue.1000F.":1259.5788},{"kearl":"70 vol%, F","Whole.crude":1032.4677,"Lt..Naphtha.C5...165F":130.0245,"Hvy.Naphtha.165...330F":245.3705,"Kerosene.330...480F":448.5983,"Diesel.480...650F":608.7537,"Vacuum.Gas.Oil.650...1000F":889.0572,"Vacuum.Residue.1000F.":1310.8165},{"kearl":"80 vol%, F","Whole.crude":1160.3269,"Lt..Naphtha.C5...165F":141.2982,"Hvy.Naphtha.165...330F":268.4008,"Kerosene.330...480F":459.8054,"Diesel.480...650F":622.9896,"Vacuum.Gas.Oil.650...1000F":924.7202,"Vacuum.Residue.1000F.":1365.5905},{"kearl":"90 vol%, F","Whole.crude":1308.048,"Lt..Naphtha.C5...165F":152.8018,"Hvy.Naphtha.165...330F":297.5183,"Kerosene.330...480F":470.2343,"Diesel.480...650F":636.7108,"Vacuum.Gas.Oil.650...1000F":961.701,"Vacuum.Residue.1000F.":1425.183},{"kearl":"95 vol%, F","Whole.crude":1393.0586,"Lt..Naphtha.C5...165F":158.7344,"Hvy.Naphtha.165...330F":313.6034,"Kerosene.330...480F":475.1949,"Diesel.480...650F":643.4091,"Vacuum.Gas.Oil.650...1000F":980.6737,"Vacuum.Residue.1000F.":1459.3278},{"kearl":"EP, 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