diff --git a/eviction-time-series.csv b/eviction-time-series.csv
index 882b7b37..0f62cef0 100644
--- a/eviction-time-series.csv
+++ b/eviction-time-series.csv
@@ -1698,3 +1698,9 @@ day,nyc_holdover_filings,nyc_holdover_res_filings,nyc_nonpay_filings,nyc_nonpay_
 2023-08-24,0,0,0,0,0,0,0
 2023-08-25,0,0,0,0,0,0,0
 2023-08-26,0,0,0,0,0,0,0
+2023-08-27,0,0,0,0,0,0,0
+2023-08-28,0,0,0,0,0,0,0
+2023-08-29,0,0,0,0,0,0,0
+2023-08-30,0,0,0,0,0,0,0
+2023-08-31,0,0,0,0,0,0,0
+2023-09-01,0,0,0,0,0,0,0
diff --git a/eviction-time-series.json b/eviction-time-series.json
index 5786d915..d629e086 100644
--- a/eviction-time-series.json
+++ b/eviction-time-series.json
@@ -16988,5 +16988,65 @@
     "outside_nyc_holdover_filings": 0,
     "outside_nyc_nonpay_filings": 0,
     "total_filings": 0
+  },
+  {
+    "day": "2023-08-27T04:00:00.000Z",
+    "nyc_holdover_filings": 0,
+    "nyc_holdover_res_filings": 0,
+    "nyc_nonpay_filings": 0,
+    "nyc_nonpay_res_filings": 0,
+    "outside_nyc_holdover_filings": 0,
+    "outside_nyc_nonpay_filings": 0,
+    "total_filings": 0
+  },
+  {
+    "day": "2023-08-28T04:00:00.000Z",
+    "nyc_holdover_filings": 0,
+    "nyc_holdover_res_filings": 0,
+    "nyc_nonpay_filings": 0,
+    "nyc_nonpay_res_filings": 0,
+    "outside_nyc_holdover_filings": 0,
+    "outside_nyc_nonpay_filings": 0,
+    "total_filings": 0
+  },
+  {
+    "day": "2023-08-29T04:00:00.000Z",
+    "nyc_holdover_filings": 0,
+    "nyc_holdover_res_filings": 0,
+    "nyc_nonpay_filings": 0,
+    "nyc_nonpay_res_filings": 0,
+    "outside_nyc_holdover_filings": 0,
+    "outside_nyc_nonpay_filings": 0,
+    "total_filings": 0
+  },
+  {
+    "day": "2023-08-30T04:00:00.000Z",
+    "nyc_holdover_filings": 0,
+    "nyc_holdover_res_filings": 0,
+    "nyc_nonpay_filings": 0,
+    "nyc_nonpay_res_filings": 0,
+    "outside_nyc_holdover_filings": 0,
+    "outside_nyc_nonpay_filings": 0,
+    "total_filings": 0
+  },
+  {
+    "day": "2023-08-31T04:00:00.000Z",
+    "nyc_holdover_filings": 0,
+    "nyc_holdover_res_filings": 0,
+    "nyc_nonpay_filings": 0,
+    "nyc_nonpay_res_filings": 0,
+    "outside_nyc_holdover_filings": 0,
+    "outside_nyc_nonpay_filings": 0,
+    "total_filings": 0
+  },
+  {
+    "day": "2023-09-01T04:00:00.000Z",
+    "nyc_holdover_filings": 0,
+    "nyc_holdover_res_filings": 0,
+    "nyc_nonpay_filings": 0,
+    "nyc_nonpay_res_filings": 0,
+    "outside_nyc_holdover_filings": 0,
+    "outside_nyc_nonpay_filings": 0,
+    "total_filings": 0
   }
 ]
\ No newline at end of file
diff --git a/marshal-evictions-by-week.csv b/marshal-evictions-by-week.csv
index 4f39deb6..726f6e03 100644
--- a/marshal-evictions-by-week.csv
+++ b/marshal-evictions-by-week.csv
@@ -1,167 +1,167 @@
 week_eviction,marshalevictions
-2017-01-02,441
-2017-01-09,434
-2017-01-16,405
+2017-01-02,443
+2017-01-09,433
+2017-01-16,399
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-2017-01-30,413
-2017-02-06,201
-2017-02-13,403
-2017-02-20,357
-2017-02-27,407
-2017-03-06,423
-2017-03-13,300
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+2017-01-30,416
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+2017-02-20,354
+2017-02-27,405
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-2017-04-10,316
-2017-04-17,391
-2017-04-24,389
+2017-04-10,315
+2017-04-17,396
+2017-04-24,392
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-2017-05-22,355
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-2017-06-05,363
-2017-06-12,397
-2017-06-19,364
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-2017-12-18,172
-2018-01-01,147
+2017-11-27,420
+2017-12-04,388
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+2018-01-01,146
 2018-01-08,609
-2018-01-15,362
-2018-01-22,435
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-2018-05-07,409
-2018-05-14,399
-2018-05-21,393
-2018-05-28,319
-2018-06-04,319
-2018-06-11,369
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-2018-07-30,303
-2018-08-06,341
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-2018-08-20,352
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-2018-09-03,286
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-2018-10-29,326
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+2018-11-26,337
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-2019-01-07,440
-2019-01-14,378
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-2019-05-13,373
-2019-05-20,286
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-2019-06-03,315
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-2019-06-17,315
-2019-06-24,287
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+2019-09-23,295
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-2019-10-07,211
-2019-10-14,201
-2019-10-21,266
-2019-10-28,245
-2019-11-04,201
-2019-11-11,183
-2019-11-18,305
-2019-11-25,168
-2019-12-02,295
-2019-12-09,242
-2019-12-16,211
-2019-12-30,115
-2020-01-06,365
-2020-01-13,247
-2020-01-20,259
-2020-01-27,264
-2020-02-03,204
-2020-02-10,249
-2020-02-17,241
+2019-10-07,209
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+2019-10-21,263
+2019-10-28,247
+2019-11-04,200
+2019-11-11,179
+2019-11-18,303
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+2019-12-30,116
+2020-01-06,364
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+2020-01-20,263
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+2020-02-03,203
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+2020-02-17,238
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-2020-03-02,234
+2020-03-02,235
 2020-03-09,232
 2020-11-16,1
 2020-11-23,1
@@ -178,15 +178,15 @@ week_eviction,marshalevictions
 2021-06-21,4
 2021-06-28,5
 2021-07-05,5
-2021-07-12,8
+2021-07-12,7
 2021-07-19,1
 2021-07-26,8
 2021-08-02,8
-2021-08-09,6
+2021-08-09,7
 2021-08-16,4
 2021-08-23,5
 2021-08-30,9
-2021-10-18,3
+2021-10-18,4
 2021-10-25,6
 2021-11-01,3
 2021-11-08,7
@@ -196,90 +196,90 @@ week_eviction,marshalevictions
 2021-12-13,8
 2021-12-20,3
 2021-12-27,3
-2022-01-03,37
+2022-01-03,38
 2022-01-10,27
 2022-01-17,10
 2022-01-24,13
 2022-01-31,25
-2022-02-07,36
-2022-02-14,33
-2022-02-21,25
-2022-02-28,34
-2022-03-07,36
-2022-03-14,27
-2022-03-21,59
-2022-03-28,51
+2022-02-07,38
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+2022-03-21,58
+2022-03-28,50
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-2022-04-11,47
-2022-04-18,48
-2022-04-25,46
-2022-05-02,60
-2022-05-09,60
+2022-04-11,48
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+2022-04-25,45
+2022-05-02,59
+2022-05-09,61
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-2022-05-23,74
-2022-05-30,70
+2022-05-23,73
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 2022-06-06,54
-2022-06-13,54
+2022-06-13,53
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-2022-06-27,61
+2022-06-27,59
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-2022-07-18,77
-2022-07-25,74
-2022-08-01,74
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+2022-07-18,78
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-2022-08-22,75
-2022-08-29,66
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-2022-09-12,62
-2022-09-19,91
-2022-09-26,107
-2022-10-03,141
-2022-10-10,116
-2022-10-17,118
-2022-10-24,109
-2022-10-31,151
-2022-11-07,117
-2022-11-14,168
-2022-11-21,103
-2022-11-28,163
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+2022-11-07,116
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+2022-11-21,106
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-2022-12-12,94
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-2023-01-09,174
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-2023-02-06,151
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-2023-04-10,146
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-2023-08-07,230
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diff --git a/marshal-evictions-by-week.json b/marshal-evictions-by-week.json
index 6fd14c28..d3f37f16 100644
--- a/marshal-evictions-by-week.json
+++ b/marshal-evictions-by-week.json
@@ -1,15 +1,15 @@
 [
   {
     "week_eviction": "2017-01-02T05:00:00.000Z",
-    "marshalevictions": 441
+    "marshalevictions": 443
   },
   {
     "week_eviction": "2017-01-09T05:00:00.000Z",
-    "marshalevictions": 434
+    "marshalevictions": 433
   },
   {
     "week_eviction": "2017-01-16T05:00:00.000Z",
-    "marshalevictions": 405
+    "marshalevictions": 399
   },
   {
     "week_eviction": "2017-01-23T05:00:00.000Z",
@@ -17,35 +17,35 @@
   },
   {
     "week_eviction": "2017-01-30T05:00:00.000Z",
-    "marshalevictions": 413
+    "marshalevictions": 416
   },
   {
     "week_eviction": "2017-02-06T05:00:00.000Z",
-    "marshalevictions": 201
+    "marshalevictions": 200
   },
   {
     "week_eviction": "2017-02-13T05:00:00.000Z",
-    "marshalevictions": 403
+    "marshalevictions": 401
   },
   {
     "week_eviction": "2017-02-20T05:00:00.000Z",
-    "marshalevictions": 357
+    "marshalevictions": 354
   },
   {
     "week_eviction": "2017-02-27T05:00:00.000Z",
-    "marshalevictions": 407
+    "marshalevictions": 405
   },
   {
     "week_eviction": "2017-03-06T05:00:00.000Z",
-    "marshalevictions": 423
+    "marshalevictions": 422
   },
   {
     "week_eviction": "2017-03-13T04:00:00.000Z",
-    "marshalevictions": 300
+    "marshalevictions": 299
   },
   {
     "week_eviction": "2017-03-20T04:00:00.000Z",
-    "marshalevictions": 424
+    "marshalevictions": 428
   },
   {
     "week_eviction": "2017-03-27T04:00:00.000Z",
@@ -57,15 +57,15 @@
   },
   {
     "week_eviction": "2017-04-10T04:00:00.000Z",
-    "marshalevictions": 316
+    "marshalevictions": 315
   },
   {
     "week_eviction": "2017-04-17T04:00:00.000Z",
-    "marshalevictions": 391
+    "marshalevictions": 396
   },
   {
     "week_eviction": "2017-04-24T04:00:00.000Z",
-    "marshalevictions": 389
+    "marshalevictions": 392
   },
   {
     "week_eviction": "2017-05-01T04:00:00.000Z",
@@ -81,99 +81,99 @@
   },
   {
     "week_eviction": "2017-05-22T04:00:00.000Z",
-    "marshalevictions": 355
+    "marshalevictions": 362
   },
   {
     "week_eviction": "2017-05-29T04:00:00.000Z",
-    "marshalevictions": 241
+    "marshalevictions": 246
   },
   {
     "week_eviction": "2017-06-05T04:00:00.000Z",
-    "marshalevictions": 363
+    "marshalevictions": 361
   },
   {
     "week_eviction": "2017-06-12T04:00:00.000Z",
-    "marshalevictions": 397
+    "marshalevictions": 399
   },
   {
     "week_eviction": "2017-06-19T04:00:00.000Z",
-    "marshalevictions": 364
+    "marshalevictions": 360
   },
   {
     "week_eviction": "2017-06-26T04:00:00.000Z",
-    "marshalevictions": 356
+    "marshalevictions": 352
   },
   {
     "week_eviction": "2017-07-03T04:00:00.000Z",
-    "marshalevictions": 239
+    "marshalevictions": 237
   },
   {
     "week_eviction": "2017-07-10T04:00:00.000Z",
-    "marshalevictions": 323
+    "marshalevictions": 321
   },
   {
     "week_eviction": "2017-07-17T04:00:00.000Z",
-    "marshalevictions": 378
+    "marshalevictions": 383
   },
   {
     "week_eviction": "2017-07-24T04:00:00.000Z",
-    "marshalevictions": 333
+    "marshalevictions": 335
   },
   {
     "week_eviction": "2017-07-31T04:00:00.000Z",
-    "marshalevictions": 348
+    "marshalevictions": 349
   },
   {
     "week_eviction": "2017-08-07T04:00:00.000Z",
-    "marshalevictions": 343
+    "marshalevictions": 347
   },
   {
     "week_eviction": "2017-08-14T04:00:00.000Z",
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+    "marshalevictions": 415
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   {
     "week_eviction": "2017-08-21T04:00:00.000Z",
-    "marshalevictions": 370
+    "marshalevictions": 371
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   {
     "week_eviction": "2017-08-28T04:00:00.000Z",
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+    "marshalevictions": 301
   },
   {
     "week_eviction": "2017-09-04T04:00:00.000Z",
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+    "marshalevictions": 299
   },
   {
     "week_eviction": "2017-09-11T04:00:00.000Z",
-    "marshalevictions": 401
+    "marshalevictions": 403
   },
   {
     "week_eviction": "2017-09-18T04:00:00.000Z",
-    "marshalevictions": 352
+    "marshalevictions": 345
   },
   {
     "week_eviction": "2017-09-25T04:00:00.000Z",
-    "marshalevictions": 369
+    "marshalevictions": 371
   },
   {
     "week_eviction": "2017-10-02T04:00:00.000Z",
-    "marshalevictions": 367
+    "marshalevictions": 368
   },
   {
     "week_eviction": "2017-10-09T04:00:00.000Z",
-    "marshalevictions": 324
+    "marshalevictions": 326
   },
   {
     "week_eviction": "2017-10-16T04:00:00.000Z",
-    "marshalevictions": 406
+    "marshalevictions": 404
   },
   {
     "week_eviction": "2017-10-23T04:00:00.000Z",
-    "marshalevictions": 393
+    "marshalevictions": 388
   },
   {
     "week_eviction": "2017-10-30T04:00:00.000Z",
-    "marshalevictions": 365
+    "marshalevictions": 366
   },
   {
     "week_eviction": "2017-11-06T05:00:00.000Z",
@@ -181,7 +181,7 @@
   },
   {
     "week_eviction": "2017-11-13T05:00:00.000Z",
-    "marshalevictions": 387
+    "marshalevictions": 392
   },
   {
     "week_eviction": "2017-11-20T05:00:00.000Z",
@@ -189,23 +189,23 @@
   },
   {
     "week_eviction": "2017-11-27T05:00:00.000Z",
-    "marshalevictions": 422
+    "marshalevictions": 420
   },
   {
     "week_eviction": "2017-12-04T05:00:00.000Z",
-    "marshalevictions": 392
+    "marshalevictions": 388
   },
   {
     "week_eviction": "2017-12-11T05:00:00.000Z",
-    "marshalevictions": 422
+    "marshalevictions": 427
   },
   {
     "week_eviction": "2017-12-18T05:00:00.000Z",
-    "marshalevictions": 172
+    "marshalevictions": 175
   },
   {
     "week_eviction": "2018-01-01T05:00:00.000Z",
-    "marshalevictions": 147
+    "marshalevictions": 146
   },
   {
     "week_eviction": "2018-01-08T05:00:00.000Z",
@@ -213,63 +213,63 @@
   },
   {
     "week_eviction": "2018-01-15T05:00:00.000Z",
-    "marshalevictions": 362
+    "marshalevictions": 358
   },
   {
     "week_eviction": "2018-01-22T05:00:00.000Z",
-    "marshalevictions": 435
+    "marshalevictions": 437
   },
   {
     "week_eviction": "2018-01-29T05:00:00.000Z",
-    "marshalevictions": 413
+    "marshalevictions": 410
   },
   {
     "week_eviction": "2018-02-05T05:00:00.000Z",
-    "marshalevictions": 386
+    "marshalevictions": 390
   },
   {
     "week_eviction": "2018-02-12T05:00:00.000Z",
-    "marshalevictions": 312
+    "marshalevictions": 313
   },
   {
     "week_eviction": "2018-02-19T05:00:00.000Z",
-    "marshalevictions": 362
+    "marshalevictions": 367
   },
   {
     "week_eviction": "2018-02-26T05:00:00.000Z",
-    "marshalevictions": 354
+    "marshalevictions": 355
   },
   {
     "week_eviction": "2018-03-05T05:00:00.000Z",
-    "marshalevictions": 339
+    "marshalevictions": 341
   },
   {
     "week_eviction": "2018-03-12T04:00:00.000Z",
-    "marshalevictions": 410
+    "marshalevictions": 402
   },
   {
     "week_eviction": "2018-03-19T04:00:00.000Z",
-    "marshalevictions": 305
+    "marshalevictions": 312
   },
   {
     "week_eviction": "2018-03-26T04:00:00.000Z",
-    "marshalevictions": 361
+    "marshalevictions": 357
   },
   {
     "week_eviction": "2018-04-02T04:00:00.000Z",
-    "marshalevictions": 316
+    "marshalevictions": 314
   },
   {
     "week_eviction": "2018-04-09T04:00:00.000Z",
-    "marshalevictions": 382
+    "marshalevictions": 377
   },
   {
     "week_eviction": "2018-04-16T04:00:00.000Z",
-    "marshalevictions": 403
+    "marshalevictions": 396
   },
   {
     "week_eviction": "2018-04-23T04:00:00.000Z",
-    "marshalevictions": 367
+    "marshalevictions": 364
   },
   {
     "week_eviction": "2018-04-30T04:00:00.000Z",
@@ -277,47 +277,47 @@
   },
   {
     "week_eviction": "2018-05-07T04:00:00.000Z",
-    "marshalevictions": 409
+    "marshalevictions": 405
   },
   {
     "week_eviction": "2018-05-14T04:00:00.000Z",
-    "marshalevictions": 399
+    "marshalevictions": 396
   },
   {
     "week_eviction": "2018-05-21T04:00:00.000Z",
-    "marshalevictions": 393
+    "marshalevictions": 384
   },
   {
     "week_eviction": "2018-05-28T04:00:00.000Z",
-    "marshalevictions": 319
+    "marshalevictions": 312
   },
   {
     "week_eviction": "2018-06-04T04:00:00.000Z",
-    "marshalevictions": 319
+    "marshalevictions": 325
   },
   {
     "week_eviction": "2018-06-11T04:00:00.000Z",
-    "marshalevictions": 369
+    "marshalevictions": 372
   },
   {
     "week_eviction": "2018-06-18T04:00:00.000Z",
-    "marshalevictions": 354
+    "marshalevictions": 355
   },
   {
     "week_eviction": "2018-06-25T04:00:00.000Z",
-    "marshalevictions": 344
+    "marshalevictions": 345
   },
   {
     "week_eviction": "2018-07-02T04:00:00.000Z",
-    "marshalevictions": 238
+    "marshalevictions": 237
   },
   {
     "week_eviction": "2018-07-09T04:00:00.000Z",
-    "marshalevictions": 331
+    "marshalevictions": 328
   },
   {
     "week_eviction": "2018-07-16T04:00:00.000Z",
-    "marshalevictions": 399
+    "marshalevictions": 405
   },
   {
     "week_eviction": "2018-07-23T04:00:00.000Z",
@@ -325,47 +325,47 @@
   },
   {
     "week_eviction": "2018-07-30T04:00:00.000Z",
-    "marshalevictions": 303
+    "marshalevictions": 311
   },
   {
     "week_eviction": "2018-08-06T04:00:00.000Z",
-    "marshalevictions": 341
+    "marshalevictions": 349
   },
   {
     "week_eviction": "2018-08-13T04:00:00.000Z",
-    "marshalevictions": 359
+    "marshalevictions": 361
   },
   {
     "week_eviction": "2018-08-20T04:00:00.000Z",
-    "marshalevictions": 352
+    "marshalevictions": 350
   },
   {
     "week_eviction": "2018-08-27T04:00:00.000Z",
-    "marshalevictions": 331
+    "marshalevictions": 329
   },
   {
     "week_eviction": "2018-09-03T04:00:00.000Z",
-    "marshalevictions": 286
+    "marshalevictions": 285
   },
   {
     "week_eviction": "2018-09-10T04:00:00.000Z",
-    "marshalevictions": 317
+    "marshalevictions": 312
   },
   {
     "week_eviction": "2018-09-17T04:00:00.000Z",
-    "marshalevictions": 354
+    "marshalevictions": 357
   },
   {
     "week_eviction": "2018-09-24T04:00:00.000Z",
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+    "marshalevictions": 299
   },
   {
     "week_eviction": "2018-10-01T04:00:00.000Z",
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+    "marshalevictions": 306
   },
   {
     "week_eviction": "2018-10-08T04:00:00.000Z",
-    "marshalevictions": 285
+    "marshalevictions": 280
   },
   {
     "week_eviction": "2018-10-15T04:00:00.000Z",
@@ -373,11 +373,11 @@
   },
   {
     "week_eviction": "2018-10-22T04:00:00.000Z",
-    "marshalevictions": 321
+    "marshalevictions": 324
   },
   {
     "week_eviction": "2018-10-29T04:00:00.000Z",
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   },
   {
     "week_eviction": "2018-11-05T05:00:00.000Z",
@@ -385,15 +385,15 @@
   },
   {
     "week_eviction": "2018-11-12T05:00:00.000Z",
-    "marshalevictions": 240
+    "marshalevictions": 241
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   {
     "week_eviction": "2018-11-19T05:00:00.000Z",
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   {
     "week_eviction": "2018-11-26T05:00:00.000Z",
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   },
   {
     "week_eviction": "2018-12-03T05:00:00.000Z",
@@ -401,7 +401,7 @@
   },
   {
     "week_eviction": "2018-12-10T05:00:00.000Z",
-    "marshalevictions": 368
+    "marshalevictions": 360
   },
   {
     "week_eviction": "2018-12-17T05:00:00.000Z",
@@ -409,71 +409,71 @@
   },
   {
     "week_eviction": "2018-12-31T05:00:00.000Z",
-    "marshalevictions": 250
+    "marshalevictions": 253
   },
   {
     "week_eviction": "2019-01-07T05:00:00.000Z",
-    "marshalevictions": 440
+    "marshalevictions": 442
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   {
     "week_eviction": "2019-01-14T05:00:00.000Z",
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   {
     "week_eviction": "2019-01-21T05:00:00.000Z",
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   },
   {
     "week_eviction": "2019-01-28T05:00:00.000Z",
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+    "marshalevictions": 331
   },
   {
     "week_eviction": "2019-02-04T05:00:00.000Z",
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+    "marshalevictions": 361
   },
   {
     "week_eviction": "2019-02-11T05:00:00.000Z",
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   },
   {
     "week_eviction": "2019-02-18T05:00:00.000Z",
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   },
   {
     "week_eviction": "2019-02-25T05:00:00.000Z",
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+    "marshalevictions": 362
   },
   {
     "week_eviction": "2019-03-04T05:00:00.000Z",
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   },
   {
     "week_eviction": "2019-03-11T04:00:00.000Z",
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+    "marshalevictions": 321
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   {
     "week_eviction": "2019-03-18T04:00:00.000Z",
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+    "marshalevictions": 357
   },
   {
     "week_eviction": "2019-03-25T04:00:00.000Z",
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+    "marshalevictions": 289
   },
   {
     "week_eviction": "2019-04-01T04:00:00.000Z",
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+    "marshalevictions": 307
   },
   {
     "week_eviction": "2019-04-08T04:00:00.000Z",
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+    "marshalevictions": 337
   },
   {
     "week_eviction": "2019-04-15T04:00:00.000Z",
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   },
   {
     "week_eviction": "2019-04-22T04:00:00.000Z",
-    "marshalevictions": 273
+    "marshalevictions": 275
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   {
     "week_eviction": "2019-04-29T04:00:00.000Z",
@@ -481,15 +481,15 @@
   },
   {
     "week_eviction": "2019-05-06T04:00:00.000Z",
-    "marshalevictions": 310
+    "marshalevictions": 306
   },
   {
     "week_eviction": "2019-05-13T04:00:00.000Z",
-    "marshalevictions": 373
+    "marshalevictions": 364
   },
   {
     "week_eviction": "2019-05-20T04:00:00.000Z",
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+    "marshalevictions": 284
   },
   {
     "week_eviction": "2019-05-27T04:00:00.000Z",
@@ -497,19 +497,19 @@
   },
   {
     "week_eviction": "2019-06-03T04:00:00.000Z",
-    "marshalevictions": 315
+    "marshalevictions": 328
   },
   {
     "week_eviction": "2019-06-10T04:00:00.000Z",
-    "marshalevictions": 348
+    "marshalevictions": 349
   },
   {
     "week_eviction": "2019-06-17T04:00:00.000Z",
-    "marshalevictions": 315
+    "marshalevictions": 314
   },
   {
     "week_eviction": "2019-06-24T04:00:00.000Z",
-    "marshalevictions": 287
+    "marshalevictions": 281
   },
   {
     "week_eviction": "2019-07-01T04:00:00.000Z",
@@ -517,51 +517,51 @@
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   {
     "week_eviction": "2019-07-08T04:00:00.000Z",
-    "marshalevictions": 359
+    "marshalevictions": 355
   },
   {
     "week_eviction": "2019-07-15T04:00:00.000Z",
-    "marshalevictions": 306
+    "marshalevictions": 308
   },
   {
     "week_eviction": "2019-07-22T04:00:00.000Z",
-    "marshalevictions": 324
+    "marshalevictions": 329
   },
   {
     "week_eviction": "2019-07-29T04:00:00.000Z",
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+    "marshalevictions": 256
   },
   {
     "week_eviction": "2019-08-05T04:00:00.000Z",
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+    "marshalevictions": 264
   },
   {
     "week_eviction": "2019-08-12T04:00:00.000Z",
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+    "marshalevictions": 304
   },
   {
     "week_eviction": "2019-08-19T04:00:00.000Z",
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+    "marshalevictions": 296
   },
   {
     "week_eviction": "2019-08-26T04:00:00.000Z",
-    "marshalevictions": 259
+    "marshalevictions": 263
   },
   {
     "week_eviction": "2019-09-02T04:00:00.000Z",
-    "marshalevictions": 243
+    "marshalevictions": 242
   },
   {
     "week_eviction": "2019-09-09T04:00:00.000Z",
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+    "marshalevictions": 255
   },
   {
     "week_eviction": "2019-09-16T04:00:00.000Z",
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   {
     "week_eviction": "2019-09-23T04:00:00.000Z",
-    "marshalevictions": 298
+    "marshalevictions": 295
   },
   {
     "week_eviction": "2019-09-30T04:00:00.000Z",
@@ -569,79 +569,79 @@
   },
   {
     "week_eviction": "2019-10-07T04:00:00.000Z",
-    "marshalevictions": 211
+    "marshalevictions": 209
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   {
     "week_eviction": "2019-10-14T04:00:00.000Z",
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+    "marshalevictions": 205
   },
   {
     "week_eviction": "2019-10-21T04:00:00.000Z",
-    "marshalevictions": 266
+    "marshalevictions": 263
   },
   {
     "week_eviction": "2019-10-28T04:00:00.000Z",
-    "marshalevictions": 245
+    "marshalevictions": 247
   },
   {
     "week_eviction": "2019-11-04T05:00:00.000Z",
-    "marshalevictions": 201
+    "marshalevictions": 200
   },
   {
     "week_eviction": "2019-11-11T05:00:00.000Z",
-    "marshalevictions": 183
+    "marshalevictions": 179
   },
   {
     "week_eviction": "2019-11-18T05:00:00.000Z",
-    "marshalevictions": 305
+    "marshalevictions": 303
   },
   {
     "week_eviction": "2019-11-25T05:00:00.000Z",
-    "marshalevictions": 168
+    "marshalevictions": 167
   },
   {
     "week_eviction": "2019-12-02T05:00:00.000Z",
-    "marshalevictions": 295
+    "marshalevictions": 293
   },
   {
     "week_eviction": "2019-12-09T05:00:00.000Z",
-    "marshalevictions": 242
+    "marshalevictions": 246
   },
   {
     "week_eviction": "2019-12-16T05:00:00.000Z",
-    "marshalevictions": 211
+    "marshalevictions": 212
   },
   {
     "week_eviction": "2019-12-30T05:00:00.000Z",
-    "marshalevictions": 115
+    "marshalevictions": 116
   },
   {
     "week_eviction": "2020-01-06T05:00:00.000Z",
-    "marshalevictions": 365
+    "marshalevictions": 364
   },
   {
     "week_eviction": "2020-01-13T05:00:00.000Z",
-    "marshalevictions": 247
+    "marshalevictions": 246
   },
   {
     "week_eviction": "2020-01-20T05:00:00.000Z",
-    "marshalevictions": 259
+    "marshalevictions": 263
   },
   {
     "week_eviction": "2020-01-27T05:00:00.000Z",
-    "marshalevictions": 264
+    "marshalevictions": 267
   },
   {
     "week_eviction": "2020-02-03T05:00:00.000Z",
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+    "marshalevictions": 203
   },
   {
     "week_eviction": "2020-02-10T05:00:00.000Z",
-    "marshalevictions": 249
+    "marshalevictions": 248
   },
   {
     "week_eviction": "2020-02-17T05:00:00.000Z",
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   {
     "week_eviction": "2020-02-24T05:00:00.000Z",
@@ -649,7 +649,7 @@
   },
   {
     "week_eviction": "2020-03-02T05:00:00.000Z",
-    "marshalevictions": 234
+    "marshalevictions": 235
   },
   {
     "week_eviction": "2020-03-09T04:00:00.000Z",
@@ -717,7 +717,7 @@
   },
   {
     "week_eviction": "2021-07-12T04:00:00.000Z",
-    "marshalevictions": 8
+    "marshalevictions": 7
   },
   {
     "week_eviction": "2021-07-19T04:00:00.000Z",
@@ -733,7 +733,7 @@
   },
   {
     "week_eviction": "2021-08-09T04:00:00.000Z",
-    "marshalevictions": 6
+    "marshalevictions": 7
   },
   {
     "week_eviction": "2021-08-16T04:00:00.000Z",
@@ -749,7 +749,7 @@
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   {
     "week_eviction": "2021-10-18T04:00:00.000Z",
-    "marshalevictions": 3
+    "marshalevictions": 4
   },
   {
     "week_eviction": "2021-10-25T04:00:00.000Z",
@@ -789,7 +789,7 @@
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   {
     "week_eviction": "2022-01-03T05:00:00.000Z",
-    "marshalevictions": 37
+    "marshalevictions": 38
   },
   {
     "week_eviction": "2022-01-10T05:00:00.000Z",
@@ -809,35 +809,35 @@
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   {
     "week_eviction": "2022-02-07T05:00:00.000Z",
-    "marshalevictions": 36
+    "marshalevictions": 38
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   {
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   {
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   {
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   {
     "week_eviction": "2022-03-07T05:00:00.000Z",
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   {
     "week_eviction": "2022-03-14T04:00:00.000Z",
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   {
     "week_eviction": "2022-03-21T04:00:00.000Z",
-    "marshalevictions": 59
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   },
   {
     "week_eviction": "2022-03-28T04:00:00.000Z",
-    "marshalevictions": 51
+    "marshalevictions": 50
   },
   {
     "week_eviction": "2022-04-04T04:00:00.000Z",
@@ -845,23 +845,23 @@
   },
   {
     "week_eviction": "2022-04-11T04:00:00.000Z",
-    "marshalevictions": 47
+    "marshalevictions": 48
   },
   {
     "week_eviction": "2022-04-18T04:00:00.000Z",
-    "marshalevictions": 48
+    "marshalevictions": 49
   },
   {
     "week_eviction": "2022-04-25T04:00:00.000Z",
-    "marshalevictions": 46
+    "marshalevictions": 45
   },
   {
     "week_eviction": "2022-05-02T04:00:00.000Z",
-    "marshalevictions": 60
+    "marshalevictions": 59
   },
   {
     "week_eviction": "2022-05-09T04:00:00.000Z",
-    "marshalevictions": 60
+    "marshalevictions": 61
   },
   {
     "week_eviction": "2022-05-16T04:00:00.000Z",
@@ -869,11 +869,11 @@
   },
   {
     "week_eviction": "2022-05-23T04:00:00.000Z",
-    "marshalevictions": 74
+    "marshalevictions": 73
   },
   {
     "week_eviction": "2022-05-30T04:00:00.000Z",
-    "marshalevictions": 70
+    "marshalevictions": 73
   },
   {
     "week_eviction": "2022-06-06T04:00:00.000Z",
@@ -881,7 +881,7 @@
   },
   {
     "week_eviction": "2022-06-13T04:00:00.000Z",
-    "marshalevictions": 54
+    "marshalevictions": 53
   },
   {
     "week_eviction": "2022-06-20T04:00:00.000Z",
@@ -889,7 +889,7 @@
   },
   {
     "week_eviction": "2022-06-27T04:00:00.000Z",
-    "marshalevictions": 61
+    "marshalevictions": 59
   },
   {
     "week_eviction": "2022-07-04T04:00:00.000Z",
@@ -901,19 +901,19 @@
   },
   {
     "week_eviction": "2022-07-18T04:00:00.000Z",
-    "marshalevictions": 77
+    "marshalevictions": 78
   },
   {
     "week_eviction": "2022-07-25T04:00:00.000Z",
-    "marshalevictions": 74
+    "marshalevictions": 75
   },
   {
     "week_eviction": "2022-08-01T04:00:00.000Z",
-    "marshalevictions": 74
+    "marshalevictions": 72
   },
   {
     "week_eviction": "2022-08-08T04:00:00.000Z",
-    "marshalevictions": 85
+    "marshalevictions": 83
   },
   {
     "week_eviction": "2022-08-15T04:00:00.000Z",
@@ -921,11 +921,11 @@
   },
   {
     "week_eviction": "2022-08-22T04:00:00.000Z",
-    "marshalevictions": 75
+    "marshalevictions": 74
   },
   {
     "week_eviction": "2022-08-29T04:00:00.000Z",
-    "marshalevictions": 66
+    "marshalevictions": 67
   },
   {
     "week_eviction": "2022-09-05T04:00:00.000Z",
@@ -933,51 +933,51 @@
   },
   {
     "week_eviction": "2022-09-12T04:00:00.000Z",
-    "marshalevictions": 62
+    "marshalevictions": 60
   },
   {
     "week_eviction": "2022-09-19T04:00:00.000Z",
-    "marshalevictions": 91
+    "marshalevictions": 92
   },
   {
     "week_eviction": "2022-09-26T04:00:00.000Z",
-    "marshalevictions": 107
+    "marshalevictions": 108
   },
   {
     "week_eviction": "2022-10-03T04:00:00.000Z",
-    "marshalevictions": 141
+    "marshalevictions": 138
   },
   {
     "week_eviction": "2022-10-10T04:00:00.000Z",
-    "marshalevictions": 116
+    "marshalevictions": 122
   },
   {
     "week_eviction": "2022-10-17T04:00:00.000Z",
-    "marshalevictions": 118
+    "marshalevictions": 116
   },
   {
     "week_eviction": "2022-10-24T04:00:00.000Z",
-    "marshalevictions": 109
+    "marshalevictions": 114
   },
   {
     "week_eviction": "2022-10-31T04:00:00.000Z",
-    "marshalevictions": 151
+    "marshalevictions": 152
   },
   {
     "week_eviction": "2022-11-07T05:00:00.000Z",
-    "marshalevictions": 117
+    "marshalevictions": 116
   },
   {
     "week_eviction": "2022-11-14T05:00:00.000Z",
-    "marshalevictions": 168
+    "marshalevictions": 165
   },
   {
     "week_eviction": "2022-11-21T05:00:00.000Z",
-    "marshalevictions": 103
+    "marshalevictions": 106
   },
   {
     "week_eviction": "2022-11-28T05:00:00.000Z",
-    "marshalevictions": 163
+    "marshalevictions": 159
   },
   {
     "week_eviction": "2022-12-05T05:00:00.000Z",
@@ -985,7 +985,7 @@
   },
   {
     "week_eviction": "2022-12-12T05:00:00.000Z",
-    "marshalevictions": 94
+    "marshalevictions": 95
   },
   {
     "week_eviction": "2022-12-19T05:00:00.000Z",
@@ -1001,51 +1001,51 @@
   },
   {
     "week_eviction": "2023-01-09T05:00:00.000Z",
-    "marshalevictions": 174
+    "marshalevictions": 172
   },
   {
     "week_eviction": "2023-01-16T05:00:00.000Z",
-    "marshalevictions": 114
+    "marshalevictions": 116
   },
   {
     "week_eviction": "2023-01-23T05:00:00.000Z",
-    "marshalevictions": 174
+    "marshalevictions": 167
   },
   {
     "week_eviction": "2023-01-30T05:00:00.000Z",
-    "marshalevictions": 155
+    "marshalevictions": 152
   },
   {
     "week_eviction": "2023-02-06T05:00:00.000Z",
-    "marshalevictions": 151
+    "marshalevictions": 149
   },
   {
     "week_eviction": "2023-02-13T05:00:00.000Z",
-    "marshalevictions": 142
+    "marshalevictions": 145
   },
   {
     "week_eviction": "2023-02-20T05:00:00.000Z",
-    "marshalevictions": 125
+    "marshalevictions": 126
   },
   {
     "week_eviction": "2023-02-27T05:00:00.000Z",
-    "marshalevictions": 195
+    "marshalevictions": 193
   },
   {
     "week_eviction": "2023-03-06T05:00:00.000Z",
-    "marshalevictions": 133
+    "marshalevictions": 136
   },
   {
     "week_eviction": "2023-03-13T04:00:00.000Z",
-    "marshalevictions": 149
+    "marshalevictions": 147
   },
   {
     "week_eviction": "2023-03-20T04:00:00.000Z",
-    "marshalevictions": 177
+    "marshalevictions": 178
   },
   {
     "week_eviction": "2023-03-27T04:00:00.000Z",
-    "marshalevictions": 163
+    "marshalevictions": 164
   },
   {
     "week_eviction": "2023-04-03T04:00:00.000Z",
@@ -1053,51 +1053,51 @@
   },
   {
     "week_eviction": "2023-04-10T04:00:00.000Z",
-    "marshalevictions": 146
+    "marshalevictions": 143
   },
   {
     "week_eviction": "2023-04-17T04:00:00.000Z",
-    "marshalevictions": 161
+    "marshalevictions": 165
   },
   {
     "week_eviction": "2023-04-24T04:00:00.000Z",
-    "marshalevictions": 157
+    "marshalevictions": 158
   },
   {
     "week_eviction": "2023-05-01T04:00:00.000Z",
-    "marshalevictions": 177
+    "marshalevictions": 174
   },
   {
     "week_eviction": "2023-05-08T04:00:00.000Z",
-    "marshalevictions": 167
+    "marshalevictions": 162
   },
   {
     "week_eviction": "2023-05-15T04:00:00.000Z",
-    "marshalevictions": 225
+    "marshalevictions": 226
   },
   {
     "week_eviction": "2023-05-22T04:00:00.000Z",
-    "marshalevictions": 213
+    "marshalevictions": 215
   },
   {
     "week_eviction": "2023-05-29T04:00:00.000Z",
-    "marshalevictions": 209
+    "marshalevictions": 212
   },
   {
     "week_eviction": "2023-06-05T04:00:00.000Z",
-    "marshalevictions": 234
+    "marshalevictions": 230
   },
   {
     "week_eviction": "2023-06-12T04:00:00.000Z",
-    "marshalevictions": 284
+    "marshalevictions": 287
   },
   {
     "week_eviction": "2023-06-19T04:00:00.000Z",
-    "marshalevictions": 227
+    "marshalevictions": 226
   },
   {
     "week_eviction": "2023-06-26T04:00:00.000Z",
-    "marshalevictions": 294
+    "marshalevictions": 296
   },
   {
     "week_eviction": "2023-07-03T04:00:00.000Z",
@@ -1105,34 +1105,34 @@
   },
   {
     "week_eviction": "2023-07-10T04:00:00.000Z",
-    "marshalevictions": 275
+    "marshalevictions": 277
   },
   {
     "week_eviction": "2023-07-17T04:00:00.000Z",
-    "marshalevictions": 209
+    "marshalevictions": 211
   },
   {
     "week_eviction": "2023-07-24T04:00:00.000Z",
-    "marshalevictions": 226
+    "marshalevictions": 227
   },
   {
     "week_eviction": "2023-07-31T04:00:00.000Z",
-    "marshalevictions": 271
+    "marshalevictions": 270
   },
   {
     "week_eviction": "2023-08-07T04:00:00.000Z",
-    "marshalevictions": 230
+    "marshalevictions": 229
   },
   {
     "week_eviction": "2023-08-14T04:00:00.000Z",
-    "marshalevictions": 257
+    "marshalevictions": 253
   },
   {
     "week_eviction": "2023-08-21T04:00:00.000Z",
-    "marshalevictions": 270
+    "marshalevictions": 272
   },
   {
     "week_eviction": "2023-08-28T04:00:00.000Z",
-    "marshalevictions": 136
+    "marshalevictions": 183
   }
 ]
\ No newline at end of file
diff --git a/share-represented.csv b/share-represented.csv
index c872fb8d..9303d2a5 100644
--- a/share-represented.csv
+++ b/share-represented.csv
@@ -16,7 +16,7 @@ day,rep_rate
 2022-04-25,49.2
 2022-05-02,55.1
 2022-05-09,54.2
-2022-05-16,48.0
+2022-05-16,47.9
 2022-05-23,46.1
 2022-05-30,48.6
 2022-06-06,48.2
@@ -25,14 +25,14 @@ day,rep_rate
 2022-06-27,44.3
 2022-07-04,46.1
 2022-07-11,45.2
-2022-07-18,41.8
+2022-07-18,41.7
 2022-07-25,43.1
 2022-08-01,47.1
 2022-08-08,41.1
 2022-08-15,41.6
 2022-08-22,41.8
-2022-08-29,41.9
-2022-09-05,49.6
+2022-08-29,40.5
+2022-09-05,49.4
 2022-09-12,40.8
 2022-09-19,39.9
 2022-09-26,41.8
@@ -43,28 +43,29 @@ day,rep_rate
 2022-10-31,47.0
 2022-11-07,42.4
 2022-11-14,42.9
-2022-11-21,45.0
-2022-11-28,42.5
-2022-12-05,43.9
-2022-12-12,39.7
+2022-11-21,44.9
+2022-11-28,42.4
+2022-12-05,43.7
+2022-12-12,39.6
 2022-12-19,44.0
 2022-12-26,41.3
 2023-01-02,45.5
 2023-01-09,41.8
-2023-01-16,42.3
+2023-01-16,42.2
 2023-01-23,38.0
 2023-01-30,42.1
-2023-02-06,36.7
-2023-02-13,30.8
+2023-02-06,36.6
+2023-02-13,30.7
 2023-02-20,24.8
 2023-02-27,25.2
 2023-03-06,29.0
-2023-03-13,22.6
+2023-03-13,22.5
 2023-03-20,19.0
-2023-03-27,18.7
-2023-04-03,24.9
-2023-04-10,15.8
-2023-04-17,16.8
-2023-04-24,19.0
-2023-05-01,33.5
-2023-05-08,34.8
+2023-03-27,18.8
+2023-04-03,24.8
+2023-04-10,15.4
+2023-04-17,16.6
+2023-04-24,18.4
+2023-05-01,31.2
+2023-05-08,31.1
+2023-05-15,19.2
diff --git a/share-represented.json b/share-represented.json
index 52c48ce2..a576dd0a 100644
--- a/share-represented.json
+++ b/share-represented.json
@@ -69,7 +69,7 @@
   },
   {
     "day": "2022-05-16T04:00:00.000Z",
-    "rep_rate": "48.0"
+    "rep_rate": "47.9"
   },
   {
     "day": "2022-05-23T04:00:00.000Z",
@@ -105,7 +105,7 @@
   },
   {
     "day": "2022-07-18T04:00:00.000Z",
-    "rep_rate": "41.8"
+    "rep_rate": "41.7"
   },
   {
     "day": "2022-07-25T04:00:00.000Z",
@@ -129,11 +129,11 @@
   },
   {
     "day": "2022-08-29T04:00:00.000Z",
-    "rep_rate": "41.9"
+    "rep_rate": "40.5"
   },
   {
     "day": "2022-09-05T04:00:00.000Z",
-    "rep_rate": "49.6"
+    "rep_rate": "49.4"
   },
   {
     "day": "2022-09-12T04:00:00.000Z",
@@ -177,19 +177,19 @@
   },
   {
     "day": "2022-11-21T05:00:00.000Z",
-    "rep_rate": "45.0"
+    "rep_rate": "44.9"
   },
   {
     "day": "2022-11-28T05:00:00.000Z",
-    "rep_rate": "42.5"
+    "rep_rate": "42.4"
   },
   {
     "day": "2022-12-05T05:00:00.000Z",
-    "rep_rate": "43.9"
+    "rep_rate": "43.7"
   },
   {
     "day": "2022-12-12T05:00:00.000Z",
-    "rep_rate": "39.7"
+    "rep_rate": "39.6"
   },
   {
     "day": "2022-12-19T05:00:00.000Z",
@@ -209,7 +209,7 @@
   },
   {
     "day": "2023-01-16T05:00:00.000Z",
-    "rep_rate": "42.3"
+    "rep_rate": "42.2"
   },
   {
     "day": "2023-01-23T05:00:00.000Z",
@@ -221,11 +221,11 @@
   },
   {
     "day": "2023-02-06T05:00:00.000Z",
-    "rep_rate": "36.7"
+    "rep_rate": "36.6"
   },
   {
     "day": "2023-02-13T05:00:00.000Z",
-    "rep_rate": "30.8"
+    "rep_rate": "30.7"
   },
   {
     "day": "2023-02-20T05:00:00.000Z",
@@ -241,7 +241,7 @@
   },
   {
     "day": "2023-03-13T04:00:00.000Z",
-    "rep_rate": "22.6"
+    "rep_rate": "22.5"
   },
   {
     "day": "2023-03-20T04:00:00.000Z",
@@ -249,30 +249,34 @@
   },
   {
     "day": "2023-03-27T04:00:00.000Z",
-    "rep_rate": "18.7"
+    "rep_rate": "18.8"
   },
   {
     "day": "2023-04-03T04:00:00.000Z",
-    "rep_rate": "24.9"
+    "rep_rate": "24.8"
   },
   {
     "day": "2023-04-10T04:00:00.000Z",
-    "rep_rate": "15.8"
+    "rep_rate": "15.4"
   },
   {
     "day": "2023-04-17T04:00:00.000Z",
-    "rep_rate": "16.8"
+    "rep_rate": "16.6"
   },
   {
     "day": "2023-04-24T04:00:00.000Z",
-    "rep_rate": "19.0"
+    "rep_rate": "18.4"
   },
   {
     "day": "2023-05-01T04:00:00.000Z",
-    "rep_rate": "33.5"
+    "rep_rate": "31.2"
   },
   {
     "day": "2023-05-08T04:00:00.000Z",
-    "rep_rate": "34.8"
+    "rep_rate": "31.1"
+  },
+  {
+    "day": "2023-05-15T04:00:00.000Z",
+    "rep_rate": "19.2"
   }
 ]
\ No newline at end of file