Updated forecasts

scc-usc · Feb 2, 2021 · 2341733 · 2341733
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diff --git a/backend/db.sqlite3 b/backend/db.sqlite3
diff --git a/matlab scripts/dummy.csv b/matlab scripts/dummy.csv
diff --git a/matlab scripts/global_hyperparam_latest.mat b/matlab scripts/global_hyperparam_latest.mat
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diff --git a/matlab scripts/hyper_params/county_hyperparam_ref_353.mat b/matlab scripts/hyper_params/county_hyperparam_ref_353.mat
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diff --git a/matlab scripts/hyper_params/county_hyperparam_ref_367.mat b/matlab scripts/hyper_params/county_hyperparam_ref_367.mat
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diff --git a/matlab scripts/hyper_params/county_hyperparam_ref_52.mat b/matlab scripts/hyper_params/county_hyperparam_ref_52.mat
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diff --git a/matlab scripts/hyper_params/county_hyperparam_ref_73.mat b/matlab scripts/hyper_params/county_hyperparam_ref_73.mat
diff --git a/matlab scripts/hyper_params/county_hyperparam_ref_80.mat b/matlab scripts/hyper_params/county_hyperparam_ref_80.mat
diff --git a/matlab scripts/hyper_params/county_hyperparam_ref_87.mat b/matlab scripts/hyper_params/county_hyperparam_ref_87.mat
diff --git a/matlab scripts/hyper_params/county_hyperparam_ref_94.mat b/matlab scripts/hyper_params/county_hyperparam_ref_94.mat
diff --git a/matlab scripts/latest_us_data.mat b/matlab scripts/latest_us_data.mat
diff --git a/matlab scripts/us_hyperparam_latest.mat b/matlab scripts/us_hyperparam_latest.mat
diff --git a/results/forecasts/county_deaths.csv b/results/forecasts/county_deaths.csv
diff --git a/results/forecasts/county_deaths_quarantine_0.csv b/results/forecasts/county_deaths_quarantine_0.csv
diff --git a/results/forecasts/county_forecasts_quarantine_0.csv b/results/forecasts/county_forecasts_quarantine_0.csv
diff --git a/results/forecasts/global_deaths.csv b/results/forecasts/global_deaths.csv
@@ -154,7 +154,7 @@ id,Country,2020-01-25,2020-02-01,2020-02-08,2020-02-15,2020-02-22,2020-02-29,202
 152,"United Arab Emirates",0,0,0,0,0,0,0,0,2,2,10,20,37,71,119,185,214,244,262,275,288,301,311,321,331,338,343,351,356,361,372,379,388,399,404,411,426,443,459,475,495,514,528,548,569,589,609,634,655,674,702,740,783,838
 153,"United Kingdom",0,0,0,0,0,0,2,29,253,1466,5281,11673,18081,23689,28039,31250,33833,35660,37467,38648,39424,39932,40373,40698,40921,41069,41188,41287,41358,41446,41509,41585,41638,41712,41848,42060,42407,42850,43669,44835,46645,48978,51858,54721,58127,61111,64123,67177,70513,74682,81000,88747,97518,105777
 154,"Uruguay",0,0,0,0,0,0,0,0,0,1,5,7,9,14,17,18,19,22,22,23,23,25,26,28,30,33,34,35,37,38,42,44,45,45,46,47,48,50,51,53,58,61,64,69,75,81,91,114,147,201,248,298,367,431
-155,"US",0,0,0,0,0,1,17,58,466,2898,10989,25599,40646,56068,69621,81899,91893,100447,107061,113179,118393,122613,126578,130278,135531,141070,147555,155574,162845,169905,176706,183021,188890,194031,199605,204986,209890,214882,219916,225673,231420,238393,246002,256301,266428,281478,298157,316382,332075,350310,372530,395877,417476,439530
+155,"US",0,0,0,0,0,1,17,58,466,2898,10989,25599,40646,56068,69621,81899,91893,100447,107061,113179,118393,122613,126578,130278,135531,141070,147555,155574,162845,169905,176706,183021,188890,194031,199605,204986,209890,214882,219916,225673,231420,238393,246002,256302,266428,281479,298158,316382,332075,350313,372530,395877,417476,439530
 156,"Uzbekistan",0,0,0,0,0,0,0,0,0,2,2,4,5,8,9,10,11,13,14,17,19,19,20,31,57,83,111,147,187,225,267,307,343,384,427,452,477,502,522,544,566,581,594,603,608,611,612,612,612,614,616,619,621,621
 157,"Venezuela",0,0,0,0,0,0,0,0,0,2,7,9,9,10,10,10,10,10,14,22,24,33,42,62,85,110,138,169,215,276,323,375,420,477,539,600,649,691,731,770,798,824,848,869,892,916,949,984,1013,1032,1061,1101,1142,1183
 158,"Vietnam",0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,10,24,26,32,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35,35

diff --git a/results/forecasts/global_deaths_current_0.csv b/results/forecasts/global_deaths_current_0.csv
diff --git a/results/forecasts/global_deaths_current_1.csv b/results/forecasts/global_deaths_current_1.csv
diff --git a/results/forecasts/global_deaths_current_10.csv b/results/forecasts/global_deaths_current_10.csv
diff --git a/results/forecasts/global_deaths_current_2.csv b/results/forecasts/global_deaths_current_2.csv
diff --git a/results/forecasts/global_deaths_current_20.csv b/results/forecasts/global_deaths_current_20.csv
diff --git a/results/forecasts/global_deaths_current_40.csv b/results/forecasts/global_deaths_current_40.csv
diff --git a/results/forecasts/global_deaths_current_5.csv b/results/forecasts/global_deaths_current_5.csv
diff --git a/results/forecasts/global_deaths_released_0.csv b/results/forecasts/global_deaths_released_0.csv
diff --git a/results/forecasts/global_deaths_released_1.csv b/results/forecasts/global_deaths_released_1.csv
diff --git a/results/forecasts/global_deaths_released_10.csv b/results/forecasts/global_deaths_released_10.csv
diff --git a/results/forecasts/global_deaths_released_2.csv b/results/forecasts/global_deaths_released_2.csv
diff --git a/results/forecasts/global_deaths_released_20.csv b/results/forecasts/global_deaths_released_20.csv
diff --git a/results/forecasts/global_deaths_released_40.csv b/results/forecasts/global_deaths_released_40.csv
diff --git a/results/forecasts/global_deaths_released_5.csv b/results/forecasts/global_deaths_released_5.csv
diff --git a/results/forecasts/global_deaths_restricted_0.csv b/results/forecasts/global_deaths_restricted_0.csv
diff --git a/results/forecasts/global_deaths_restricted_1.csv b/results/forecasts/global_deaths_restricted_1.csv
diff --git a/results/forecasts/global_deaths_restricted_10.csv b/results/forecasts/global_deaths_restricted_10.csv
diff --git a/results/forecasts/global_deaths_restricted_2.csv b/results/forecasts/global_deaths_restricted_2.csv
diff --git a/results/forecasts/global_deaths_restricted_20.csv b/results/forecasts/global_deaths_restricted_20.csv
diff --git a/results/forecasts/global_deaths_restricted_40.csv b/results/forecasts/global_deaths_restricted_40.csv
diff --git a/results/forecasts/global_deaths_restricted_5.csv b/results/forecasts/global_deaths_restricted_5.csv
diff --git a/results/forecasts/global_forecasts_current_0.csv b/results/forecasts/global_forecasts_current_0.csv
diff --git a/results/forecasts/global_forecasts_current_1.csv b/results/forecasts/global_forecasts_current_1.csv
diff --git a/results/forecasts/global_forecasts_current_10.csv b/results/forecasts/global_forecasts_current_10.csv
diff --git a/results/forecasts/global_forecasts_current_2.csv b/results/forecasts/global_forecasts_current_2.csv
diff --git a/results/forecasts/global_forecasts_current_20.csv b/results/forecasts/global_forecasts_current_20.csv
diff --git a/results/forecasts/global_forecasts_current_40.csv b/results/forecasts/global_forecasts_current_40.csv
diff --git a/results/forecasts/global_forecasts_current_5.csv b/results/forecasts/global_forecasts_current_5.csv
diff --git a/results/forecasts/global_forecasts_released_0.csv b/results/forecasts/global_forecasts_released_0.csv
diff --git a/results/forecasts/global_forecasts_released_1.csv b/results/forecasts/global_forecasts_released_1.csv
diff --git a/results/forecasts/global_forecasts_released_10.csv b/results/forecasts/global_forecasts_released_10.csv
diff --git a/results/forecasts/global_forecasts_released_2.csv b/results/forecasts/global_forecasts_released_2.csv
diff --git a/results/forecasts/global_forecasts_released_20.csv b/results/forecasts/global_forecasts_released_20.csv
diff --git a/results/forecasts/global_forecasts_released_40.csv b/results/forecasts/global_forecasts_released_40.csv
diff --git a/results/forecasts/global_forecasts_released_5.csv b/results/forecasts/global_forecasts_released_5.csv
diff --git a/results/forecasts/global_forecasts_restricted_0.csv b/results/forecasts/global_forecasts_restricted_0.csv
diff --git a/results/forecasts/global_forecasts_restricted_1.csv b/results/forecasts/global_forecasts_restricted_1.csv
diff --git a/results/forecasts/global_forecasts_restricted_10.csv b/results/forecasts/global_forecasts_restricted_10.csv
diff --git a/results/forecasts/global_forecasts_restricted_2.csv b/results/forecasts/global_forecasts_restricted_2.csv
diff --git a/results/forecasts/global_forecasts_restricted_20.csv b/results/forecasts/global_forecasts_restricted_20.csv
diff --git a/results/forecasts/global_forecasts_restricted_40.csv b/results/forecasts/global_forecasts_restricted_40.csv
diff --git a/results/forecasts/global_forecasts_restricted_5.csv b/results/forecasts/global_forecasts_restricted_5.csv
diff --git a/results/forecasts/google_data.csv b/results/forecasts/google_data.csv
diff --git a/results/forecasts/google_deaths.csv b/results/forecasts/google_deaths.csv
diff --git a/results/forecasts/google_deaths_current_0.csv b/results/forecasts/google_deaths_current_0.csv
diff --git a/results/forecasts/google_forecasts_current_0.csv b/results/forecasts/google_forecasts_current_0.csv
diff --git a/results/forecasts/recent_cases.csv b/results/forecasts/recent_cases.csv
diff --git a/results/forecasts/us_deaths.csv b/results/forecasts/us_deaths.csv
@@ -1,6 +1,6 @@
 id,Country,2020-01-25,2020-02-01,2020-02-08,2020-02-15,2020-02-22,2020-02-29,2020-03-07,2020-03-14,2020-03-21,2020-03-28,2020-04-04,2020-04-11,2020-04-18,2020-04-25,2020-05-02,2020-05-09,2020-05-16,2020-05-23,2020-05-30,2020-06-06,2020-06-13,2020-06-20,2020-06-27,2020-07-04,2020-07-11,2020-07-18,2020-07-25,2020-08-01,2020-08-08,2020-08-15,2020-08-22,2020-08-29,2020-09-05,2020-09-12,2020-09-19,2020-09-26,2020-10-03,2020-10-10,2020-10-17,2020-10-24,2020-10-31,2020-11-07,2020-11-14,2020-11-21,2020-11-28,2020-12-05,2020-12-12,2020-12-19,2020-12-26,2021-01-02,2021-01-09,2021-01-16,2021-01-23,2021-01-30
 0,Washington,0,0,0,0,0,1,16,39,94,188,398,547,666,779,862,952,1024,1075,1117,1159,1207,1243,1288,1335,1400,1448,1522,1619,1711,1791,1845,1899,1942,1978,2026,2074,2123,2168,2211,2277,2345,2411,2493,2595,2714,2867,2941,3104,3184,3461,3698,3903,4114,4285
-1,Illinois,0,0,0,0,0,0,0,0,6,47,244,677,1259,1875,2559,3349,4129,4790,5330,5864,6289,6625,6873,7014,7369,7483,7589,7700,7840,7937,8083,8217,8385,8527,8672,8832,9023,9221,9452,9751,10040,10488,11088,11951,12838,14016,15231,16326,17224,18214,19210,20020,20645,21213
+1,Illinois,0,0,0,0,0,0,0,0,6,47,244,677,1259,1875,2559,3349,4129,4790,5330,5864,6289,6625,6873,7014,7369,7483,7589,7700,7840,7937,8083,8217,8385,8527,8672,8832,9023,9221,9452,9751,10040,10488,11088,11952,12838,14017,15232,16326,17224,18217,19210,20020,20645,21213
 2,California,0,0,0,0,0,0,1,3,25,110,289,604,1140,1689,2180,2687,3208,3737,4144,4607,5076,5494,5899,6334,7027,7702,8408,9345,10307,11218,12131,12894,13709,14327,15018,15583,16115,16567,16956,17343,17659,17961,18255,18710,19132,19883,20977,22599,24225,26551,29707,33408,36846,40702
 3,Arizona,0,0,0,0,0,0,0,0,1,15,52,117,180,273,330,532,679,801,904,1043,1189,1346,1580,1817,2151,2730,3286,3747,4137,4492,4756,5007,5207,5315,5467,5622,5705,5759,5824,5869,5979,6147,6300,6457,6624,6925,7322,7937,8424,9061,10036,11248,12170,13098
 4,Massachusetts,0,0,0,0,0,0,0,0,1,44,216,686,1404,2730,3846,4840,5705,6304,6768,7289,7576,7828,8041,8172,8310,8419,8510,8626,8721,8826,8921,9036,9116,9196,9295,9391,9507,9587,9723,9839,9991,10129,10293,10488,10676,10953,11307,11657,12010,12502,13074,13583,14064,14531

diff --git a/results/forecasts/us_deaths_current_0.csv b/results/forecasts/us_deaths_current_0.csv
@@ -1,57 +1,57 @@
 id,Country,2021-02-06,2021-02-13,2021-02-20,2021-02-27,2021-03-06,2021-03-13,2021-03-20,2021-03-27,2021-04-03,2021-04-10,2021-04-17,2021-04-24,2021-05-01,2021-05-08
-0,Washington,4437,4580,4705,4812,4903,4981,5047,5103,5150,5191,5225,5254,5279,5300
-1,Illinois,21679,22078,22413,22697,22936,23136,23302,23441,23556,23651,23729,23794,23848,23892
-2,California,43700,46134,47988,49434,50545,51397,52048,52545,52924,53212,53431,53598,53725,53821
-3,Arizona,13836,14540,15143,15647,16074,16431,16730,16980,17189,17363,17508,17628,17729,17812
-4,Massachusetts,14938,15285,15583,15833,16045,16223,16372,16498,16602,16690,16763,16823,16874,16916
-5,Wisconsin,6628,6803,6951,7073,7173,7255,7322,7376,7421,7457,7486,7510,7529,7545
-6,Texas,38983,41001,42826,44473,45952,47273,48449,49490,50409,51219,51929,52552,53096,53571
-7,Nebraska,1947,1971,1994,2014,2032,2049,2065,2079,2092,2103,2114,2123,2132,2139
-8,Utah,1708,1749,1784,1812,1836,1855,1870,1883,1893,1901,1908,1914,1918,1922
-9,Oregon,2015,2067,2114,2157,2197,2233,2266,2296,2323,2348,2371,2391,2410,2427
-10,Florida,27390,28301,29120,29837,30469,31024,31510,31934,32304,32627,32907,33151,33362,33545
-11,New York,44707,45832,46868,47812,48670,49444,50140,50762,51317,51809,52245,52630,52969,53266
-12,Rhode Island,2210,2264,2314,2360,2402,2442,2477,2510,2540,2567,2591,2612,2632,2649
-13,Georgia,14913,15635,16269,16805,17254,17627,17936,18191,18399,18570,18709,18823,18915,18990
-14,New Hampshire,1110,1164,1213,1255,1291,1321,1347,1369,1387,1403,1416,1426,1435,1443
-15,North Carolina,9894,10467,10962,11382,11735,12029,12272,12473,12637,12771,12881,12970,13042,13100
-16,New Jersey,21882,22301,22700,23073,23421,23745,24046,24324,24580,24817,25034,25233,25415,25581
-17,Colorado,5745,5844,5933,6005,6065,6117,6159,6195,6225,6249,6270,6287,6302,6314
-18,Maryland,7337,7540,7719,7876,8013,8132,8236,8327,8405,8473,8532,8583,8626,8664
-19,Nevada,4464,4635,4778,4888,4974,5043,5097,5139,5173,5199,5220,5236,5248,5258
-20,Tennessee,10111,10521,10867,11145,11364,11544,11686,11801,11893,11966,12025,12072,12110,12140
-21,Hawaii,424,439,452,464,474,483,490,497,503,508,512,516,520,523
-22,Indiana,10168,10341,10483,10599,10695,10772,10834,10885,10925,10958,10984,11004,11021,11034
-23,Kentucky,3997,4248,4470,4659,4823,4962,5081,5183,5269,5342,5404,5457,5501,5539
-24,Minnesota,6359,6444,6520,6587,6646,6697,6743,6782,6816,6846,6872,6895,6915,6932
-25,Oklahoma,3761,3964,4155,4327,4483,4623,4750,4863,4965,5056,5136,5208,5272,5328
-26,Pennsylvania,22569,23485,24321,25146,25942,26713,27455,28167,28848,29496,30112,30695,31245,31763
-27,South Carolina,7419,7812,8161,8470,8739,8971,9169,9337,9478,9595,9693,9773,9840,9894
-28,District of Columbia,942,972,999,1024,1047,1068,1087,1105,1120,1134,1147,1159,1169,1179
-29,Kansas,3906,4034,4129,4197,4246,4282,4307,4325,4338,4347,4354,4358,4361,4364
-30,Missouri,7188,7321,7439,7537,7615,7681,7736,7780,7817,7848,7873,7893,7910,7924
-31,Vermont,177,181,184,187,190,192,195,197,199,201,203,205,207,208
-32,Virginia,6799,7175,7520,7841,8133,8397,8632,8842,9026,9187,9327,9448,9553,9642
-33,Connecticut,7162,7289,7389,7472,7539,7593,7637,7672,7700,7723,7741,7756,7768,7777
-34,Iowa,5026,5150,5257,5346,5420,5483,5534,5578,5614,5643,5668,5689,5706,5720
-35,Louisiana,9092,9322,9538,9748,9946,10133,10308,10470,10620,10759,10886,11003,11109,11205
-36,Ohio,11542,11893,12193,12448,12662,12841,12992,13119,13224,13313,13387,13449,13501,13545
-37,Michigan,15753,15972,16153,16302,16423,16522,16602,16668,16722,16765,16800,16829,16852,16871
-38,South Dakota,1818,1853,1881,1902,1917,1929,1938,1945,1950,1954,1957,1959,1960,1962
-39,Arkansas,5077,5275,5445,5586,5703,5801,5881,5947,6001,6046,6082,6112,6136,6156
-40,Delaware,1120,1151,1179,1204,1226,1245,1261,1276,1288,1298,1307,1314,1320,1326
-41,Mississippi,6264,6499,6713,6902,7068,7213,7339,7448,7542,7623,7692,7752,7803,7846
-42,New Mexico,3391,3490,3575,3645,3703,3750,3790,3822,3849,3871,3889,3904,3916,3926
-43,North Dakota,1458,1468,1477,1485,1492,1497,1502,1506,1509,1512,1515,1517,1518,1520
-44,Wyoming,622,646,665,680,693,705,714,722,728,734,739,742,746,748
-45,Alaska,266,269,272,275,277,279,280,281,282,283,283,284,284,285
-46,Maine,627,666,698,724,746,764,779,791,801,809,815,821,825,829
-47,Alabama,8390,9126,9891,10611,11274,11880,12429,12921,13360,13749,14091,14391,14654,14881
-48,Idaho,1764,1800,1827,1847,1863,1875,1884,1891,1896,1900,1903,1905,1906,1908
-49,Montana,1292,1349,1403,1449,1489,1525,1556,1583,1607,1627,1646,1661,1675,1687
-50,Puerto Rico,1880,1938,1989,2038,2085,2130,2173,2213,2252,2288,2322,2355,2385,2414
+0,Washington,4444,4588,4717,4830,4929,5015,5091,5157,5214,5264,5308,5346,5379,5408
+1,Illinois,21601,21975,22281,22532,22735,22899,23033,23140,23227,23297,23354,23399,23436,23466
+2,California,43747,46257,48180,49791,51113,52191,53066,53773,54341,54797,55162,55454,55686,55872
+3,Arizona,13643,14259,14773,15185,15513,15771,15974,16132,16256,16352,16427,16485,16530,16564
+4,Massachusetts,14886,15211,15484,15711,15899,16053,16178,16280,16363,16429,16483,16526,16560,16588
+5,Wisconsin,6592,6764,6903,7017,7109,7183,7243,7291,7330,7360,7385,7405,7420,7433
+6,Texas,38815,40816,42686,44544,46352,48109,49803,51427,52975,54441,55824,57121,58331,59456
+7,Nebraska,1941,1965,1985,2002,2016,2028,2037,2046,2053,2058,2063,2067,2071,2073
+8,Utah,1698,1732,1761,1784,1802,1817,1828,1837,1844,1849,1853,1857,1859,1861
+9,Oregon,2001,2048,2092,2130,2164,2193,2219,2242,2262,2280,2295,2309,2321,2331
+10,Florida,27498,28493,29389,30184,30885,31501,32038,32506,32911,33261,33563,33822,34045,34236
+11,New York,44694,45816,46830,47751,48576,49309,49953,50516,51003,51423,51783,52090,52351,52572
+12,Rhode Island,2219,2274,2330,2383,2432,2477,2518,2556,2590,2621,2648,2673,2696,2715
+13,Georgia,14800,15479,16054,16536,16940,17278,17559,17794,17989,18152,18286,18398,18491,18568
+14,New Hampshire,1102,1155,1201,1238,1268,1291,1310,1325,1337,1346,1354,1359,1364,1367
+15,North Carolina,9748,10248,10670,11019,11306,11541,11731,11885,12009,12108,12188,12251,12302,12342
+16,New Jersey,21829,22231,22606,22955,23278,23575,23848,24099,24328,24537,24728,24901,25058,25201
+17,Colorado,5719,5810,5889,5957,6014,6063,6104,6139,6168,6193,6214,6231,6246,6258
+18,Maryland,7321,7517,7684,7827,7949,8052,8140,8215,8278,8331,8376,8414,8446,8473
+19,Nevada,4435,4604,4742,4855,4946,5018,5076,5122,5158,5187,5209,5227,5241,5252
+20,Tennessee,10162,10607,10969,11260,11490,11674,11819,11934,12025,12097,12154,12199,12235,12263
+21,Hawaii,419,431,442,451,460,468,475,481,486,491,496,500,503,507
+22,Indiana,10139,10303,10435,10539,10623,10689,10741,10783,10816,10842,10862,10878,10891,10901
+23,Kentucky,3975,4210,4413,4586,4734,4860,4967,5057,5133,5198,5252,5298,5336,5368
+24,Minnesota,6344,6428,6501,6563,6615,6659,6695,6726,6751,6772,6790,6804,6816,6826
+25,Oklahoma,3739,3940,4122,4277,4411,4527,4627,4713,4787,4851,4905,4952,4992,5026
+26,Pennsylvania,22273,23001,23654,24298,24919,25520,26098,26653,27183,27688,28167,28621,29050,29454
+27,South Carolina,7660,8133,8540,8885,9175,9415,9612,9773,9904,10009,10094,10163,10217,10261
+28,District of Columbia,940,970,997,1022,1044,1065,1083,1099,1114,1127,1138,1149,1158,1167
+29,Kansas,3911,4040,4146,4240,4323,4395,4458,4512,4559,4599,4633,4663,4688,4709
+30,Missouri,7161,7291,7401,7485,7553,7608,7649,7684,7711,7732,7749,7763,7773,7782
+31,Vermont,178,181,185,188,191,194,197,199,201,203,205,207,209,210
+32,Virginia,6748,7117,7443,7722,7945,8120,8253,8353,8428,8483,8523,8552,8574,8589
+33,Connecticut,7250,7423,7582,7755,7943,8145,8358,8580,8808,9038,9267,9492,9709,9916
+34,Iowa,5018,5153,5269,5367,5450,5520,5579,5629,5671,5706,5736,5760,5781,5798
+35,Louisiana,9113,9355,9574,9784,9983,10169,10343,10506,10656,10794,10921,11037,11143,11239
+36,Ohio,11519,11854,12134,12373,12570,12735,12872,12986,13081,13160,13226,13280,13325,13362
+37,Michigan,15723,15943,16136,16315,16480,16632,16771,16898,17014,17120,17216,17303,17382,17454
+38,South Dakota,1806,1837,1859,1875,1887,1896,1902,1906,1909,1911,1913,1914,1915,1916
+39,Arkansas,5061,5253,5418,5566,5699,5818,5923,6016,6097,6168,6229,6281,6326,6365
+40,Delaware,1126,1158,1186,1210,1230,1247,1261,1272,1282,1290,1296,1302,1306,1310
+41,Mississippi,6249,6497,6714,6904,7068,7211,7334,7441,7532,7612,7680,7738,7788,7831
+42,New Mexico,3383,3480,3559,3630,3694,3752,3803,3848,3888,3924,3955,3982,4006,4027
+43,North Dakota,1456,1466,1475,1482,1488,1492,1496,1500,1502,1504,1506,1508,1509,1510
+44,Wyoming,617,640,658,673,685,695,703,710,715,720,724,727,729,731
+45,Alaska,265,269,272,274,276,277,279,280,280,281,281,282,282,282
+46,Maine,626,664,694,719,739,755,768,779,787,794,799,803,807,810
+47,Alabama,8235,8916,9555,10143,10683,11174,11618,12017,12372,12688,12966,13211,13426,13613
+48,Idaho,1767,1803,1830,1852,1869,1883,1893,1901,1908,1913,1917,1920,1922,1924
+49,Montana,1280,1334,1384,1430,1474,1515,1553,1588,1622,1652,1681,1707,1732,1754
+50,Puerto Rico,1878,1936,1987,2032,2071,2105,2135,2160,2182,2201,2217,2231,2243,2254
 51,Virgin Islands,24,24,24,24,24,24,24,24,24,24,24,24,24,24
-52,Guam,130,130,131,131,132,132,132,132,132,132,132,132,132,132
-53,West Virginia,2123,2218,2301,2371,2431,2481,2523,2559,2589,2614,2635,2652,2667,2679
+52,Guam,129,130,130,130,131,131,131,131,132,132,132,132,132,132
+53,West Virginia,2105,2195,2272,2339,2396,2446,2488,2524,2554,2580,2602,2620,2635,2647
 54,Northern Mariana Islands,2,2,2,2,2,2,2,2,2,2,2,2,2,2
 55,American Samoa,0,0,0,0,0,0,0,0,0,0,0,0,0,0