ytest[ytest<0] = 0

Assignment1/main.py

@@ -265,11 +265,11 @@ def main():
     errlog = model.train(xtrainprocessed, ytrainprocessed, loss_fn, loss_grad, args.epoch, args.lr)
     ytest = model.predict(xtestprocessed)
     ytest = ytest.astype('int')
-    ytest = [np.absolute(i) for i in ytest]
+    ytest[ytest<0] = 0
     print(ytest)
     output = [(i,ytest[i]) for i in range(len(ytest))]
     np.savetxt("prediction.csv",output,delimiter=',',fmt="%d",header="instance (id),count",comments='')
-	# np.savetxt("error.log",errlog,delimiter='\n',fmt="%f")
+    #np.savetxt("error.log",errlog,delimiter='\n',fmt="%f")
 
 if __name__ == '__main__':
 

Assignment1/prediction.csv

@@ -12,20 +12,20 @@ instance (id),count
 10,297
 11,3
 12,191
-13,76
+13,0
 14,38
 15,435
-16,9
+16,0
 17,47
 18,321
 19,57
-20,44
+20,0
 21,258
 22,22
 23,263
 24,32
 25,232
-26,34
+26,0
 27,188
 28,226
 29,313
@@ -35,7 +35,7 @@ instance (id),count
 33,211
 34,138
 35,180
-36,83
+36,0
 37,312
 38,206
 39,208
@@ -45,14 +45,14 @@ instance (id),count
 43,287
 44,245
 45,75
-46,15
+46,0
 47,331
 48,198
 49,287
 50,224
 51,220
 52,246
-53,68
+53,0
 54,201
 55,260
 56,253
@@ -82,7 +82,7 @@ instance (id),count
 80,250
 81,385
 82,58
-83,35
+83,0
 84,159
 85,246
 86,262
@@ -95,7 +95,7 @@ instance (id),count
 93,111
 94,242
 95,241
-96,27
+96,0
 97,156
 98,267
 99,258
@@ -113,28 +113,28 @@ instance (id),count
 111,69
 112,65
 113,289
-114,88
+114,0
 115,86
 116,321
-117,14
+117,0
 118,227
 119,157
 120,341
 121,22
 122,366
 123,241
-124,25
+124,0
 125,66
-126,109
+126,0
 127,64
 128,190
 129,504
-130,53
+130,0
 131,361
-132,53
+132,0
 133,173
 134,139
-135,97
+135,0
 136,243
 137,270
 138,19
@@ -179,14 +179,14 @@ instance (id),count
 177,292
 178,60
 179,61
-180,58
+180,0
 181,273
 182,382
-183,25
+183,0
 184,241
-185,62
+185,0
 186,383
-187,22
+187,0
 188,60
 189,293
 190,263
@@ -212,7 +212,7 @@ instance (id),count
 210,441
 211,53
 212,48
-213,7
+213,0
 214,190
 215,290
 216,468
@@ -226,7 +226,7 @@ instance (id),count
 224,513
 225,243
 226,528
-227,11
+227,0
 228,346
 229,348
 230,279
@@ -238,11 +238,11 @@ instance (id),count
 236,9
 237,277
 238,79
-239,5
+239,0
 240,196
 241,307
 242,119
-243,11
+243,0
 244,25
 245,2
 246,77
@@ -250,13 +250,13 @@ instance (id),count
 248,265
 249,47
 250,185
-251,71
-252,18
+251,0
+252,0
 253,142
 254,199
 255,153
 256,36
-257,61
+257,0
 258,129
 259,13
 260,253
@@ -284,7 +284,7 @@ instance (id),count
 282,280
 283,109
 284,318
-285,19
+285,0
 286,400
 287,330
 288,60
@@ -297,7 +297,7 @@ instance (id),count
 295,74
 296,519
 297,549
-298,94
+298,0
 299,274
 300,256
 301,491
@@ -310,7 +310,7 @@ instance (id),count
 308,319
 309,493
 310,39
-311,56
+311,0
 312,257
 313,124
 314,380
@@ -318,7 +318,7 @@ instance (id),count
 316,173
 317,108
 318,494
-319,29
+319,0
 320,199
 321,135
 322,298
@@ -331,7 +331,7 @@ instance (id),count
 329,99
 330,202
 331,407
-332,71
+332,0
 333,95
 334,383
 335,77
@@ -352,12 +352,12 @@ instance (id),count
 350,19
 351,375
 352,472
-353,141
+353,0
 354,380
 355,252
 356,199
 357,393
-358,44
+358,0
 359,181
 360,287
 361,141
@@ -373,10 +373,10 @@ instance (id),count
 371,343
 372,416
 373,281
-374,10
+374,0
 375,56
-376,2
-377,32
+376,0
+377,0
 378,30
 379,57
 380,257
@@ -384,13 +384,13 @@ instance (id),count
 382,103
 383,345
 384,253
-385,31
+385,0
 386,286
 387,50
 388,40
 389,198
 390,343
-391,66
+391,0
 392,206
 393,97
 394,76
@@ -417,7 +417,7 @@ instance (id),count
 415,131
 416,243
 417,280
-418,141
+418,0
 419,218
 420,238
 421,332
@@ -440,7 +440,7 @@ instance (id),count
 438,232
 439,393
 440,295
-441,84
+441,0
 442,214
 443,429
 444,162
@@ -454,7 +454,7 @@ instance (id),count
 452,63
 453,426
 454,133
-455,19
+455,0
 456,12
 457,233
 458,7
@@ -466,7 +466,7 @@ instance (id),count
 464,41
 465,115
 466,315
-467,28
+467,0
 468,338
 469,170
 470,53
@@ -496,7 +496,7 @@ instance (id),count
 494,429
 495,226
 496,59
-497,16
+497,0
 498,301
 499,46
 500,285
@@ -507,7 +507,7 @@ instance (id),count
 505,256
 506,168
 507,229
-508,4
+508,0
 509,220
 510,235
 511,432
@@ -549,7 +549,7 @@ instance (id),count
 547,124
 548,334
 549,106
-550,49
+550,0
 551,80
 552,135
 553,211
@@ -568,13 +568,13 @@ instance (id),count
 566,294
 567,302
 568,233
-569,33
+569,0
 570,325
 571,72
 572,265
 573,0
 574,419
-575,17
+575,0
 576,316
 577,26
 578,310
@@ -594,24 +594,24 @@ instance (id),count
 592,68
 593,52
 594,46
-595,37
+595,0
 596,335
 597,365
 598,37
 599,123
 600,302
 601,331
-602,5
+602,0
 603,51
 604,88
 605,111
 606,176
 607,387
 608,43
-609,75
+609,0
 610,35
 611,133
-612,13
+612,0
 613,233
 614,182
 615,196
@@ -653,12 +653,12 @@ instance (id),count
 651,201
 652,225
 653,263
-654,70
+654,0
 655,71
 656,289
 657,72
 658,266
-659,24
+659,0
 660,388
 661,299
 662,251
@@ -671,7 +671,7 @@ instance (id),count
 669,196
 670,113
 671,39
-672,54
+672,0
 673,256
 674,197
 675,146
@@ -705,11 +705,11 @@ instance (id),count
 703,235
 704,44
 705,8
-706,62
+706,0
 707,523
 708,50
 709,214
-710,89
+710,0
 711,389
 712,26
 713,222
@@ -727,10 +727,10 @@ instance (id),count
 725,284
 726,404
 727,185
-728,31
+728,0
 729,272
 730,0
-731,30
+731,0
 732,578
 733,252
 734,300
@@ -748,12 +748,12 @@ instance (id),count
 746,113
 747,153
 748,84
-749,11
+749,0
 750,338
 751,0
 752,248
 753,190
-754,66
+754,0
 755,113
 756,115
 757,203
@@ -772,11 +772,11 @@ instance (id),count
 770,359
 771,373
 772,268
-773,63
-774,92
+773,0
+774,0
 775,299
 776,110
-777,13
+777,0
 778,153
 779,116
 780,249
@@ -796,7 +796,7 @@ instance (id),count
 794,424
 795,108
 796,97
-797,32
+797,0
 798,115
 799,19
 800,36
@@ -812,7 +812,7 @@ instance (id),count
 810,346
 811,70
 812,192
-813,68
+813,0
 814,373
 815,378
 816,226
@@ -871,11 +871,11 @@ instance (id),count
 869,268
 870,203
 871,97
-872,52
+872,0
 873,253
 874,352
-875,9
-876,14
+875,0
+876,0
 877,150
 878,331
 879,212
@@ -896,7 +896,7 @@ instance (id),count
 894,226
 895,349
 896,42
-897,88
+897,0
 898,385
 899,262
 900,19
@@ -919,7 +919,7 @@ instance (id),count
 917,223
 918,297
 919,197
-920,36
+920,0
 921,85
 922,259
 923,311
@@ -949,7 +949,7 @@ instance (id),count
 947,403
 948,14
 949,49
-950,61
+950,0
 951,268
 952,221
 953,76
@@ -967,15 +967,15 @@ instance (id),count
 965,57
 966,230
 967,391
-968,31
+968,0
 969,255
 970,177
 971,127
 972,218
 973,316
-974,102
+974,0
 975,212
-976,53
+976,0
 977,489
 978,50
 979,454
@@ -993,14 +993,14 @@ instance (id),count
 991,217
 992,110
 993,416
-994,94
-995,43
-996,117
+994,0
+995,0
+996,0
 997,76
 998,286
 999,106
 1000,75
-1001,34
+1001,0
 1002,257
 1003,226
 1004,310
@@ -1012,7 +1012,7 @@ instance (id),count
 1010,273
 1011,484
 1012,65
-1013,18
+1013,0
 1014,164
 1015,209
 1016,226
@@ -1025,9 +1025,9 @@ instance (id),count
 1023,357
 1024,22
 1025,292
-1026,72
+1026,0
 1027,183
-1028,25
+1028,0
 1029,278
 1030,533
 1031,259
@@ -1036,7 +1036,7 @@ instance (id),count
 1034,46
 1035,382
 1036,264
-1037,78
+1037,0
 1038,37
 1039,167
 1040,46
@@ -1049,7 +1049,7 @@ instance (id),count
 1047,129
 1048,218
 1049,89
-1050,9
+1050,0
 1051,217
 1052,167
 1053,237
@@ -1059,7 +1059,7 @@ instance (id),count
 1057,50
 1058,52
 1059,314
-1060,45
+1060,0
 1061,142
 1062,262
 1063,334
@@ -1069,7 +1069,7 @@ instance (id),count
 1067,278
 1068,51
 1069,472
-1070,126
+1070,0
 1071,73
 1072,397
 1073,79
@@ -1087,13 +1087,13 @@ instance (id),count
 1085,246
 1086,336
 1087,149
-1088,26
+1088,0
 1089,192
 1090,29
 1091,86
-1092,16
+1092,0
 1093,314
-1094,34
+1094,0
 1095,28
 1096,121
 1097,93
@@ -1117,8 +1117,8 @@ instance (id),count
 1115,470
 1116,134
 1117,295
-1118,6
-1119,43
+1118,0
+1119,0
 1120,466
 1121,216
 1122,93
@@ -1134,11 +1134,11 @@ instance (id),count
 1132,51
 1133,66
 1134,62
-1135,80
+1135,0
 1136,334
 1137,229
 1138,101
-1139,25
+1139,0
 1140,360
 1141,45
 1142,55
@@ -1151,7 +1151,7 @@ instance (id),count
 1149,221
 1150,258
 1151,98
-1152,73
+1152,0
 1153,87
 1154,204
 1155,134
@@ -1165,14 +1165,14 @@ instance (id),count
 1163,157
 1164,153
 1165,505
-1166,51
+1166,0
 1167,232
 1168,63
 1169,181
 1170,92
-1171,39
+1171,0
 1172,500
-1173,9
+1173,0
 1174,337
 1175,302
 1176,207
@@ -1188,13 +1188,13 @@ instance (id),count
 1186,78
 1187,69
 1188,240
-1189,50
+1189,0
 1190,260
 1191,218
 1192,219
 1193,67
 1194,310
-1195,11
+1195,0
 1196,45
 1197,130
 1198,246
@@ -1202,14 +1202,14 @@ instance (id),count
 1200,70
 1201,86
 1202,129
-1203,143
-1204,62
+1203,0
+1204,0
 1205,51
 1206,382
 1207,284
 1208,277
 1209,234
-1210,27
+1210,0
 1211,34
 1212,46
 1213,288
@@ -1228,8 +1228,8 @@ instance (id),count
 1226,39
 1227,270
 1228,156
-1229,115
-1230,5
+1229,0
+1230,0
 1231,267
 1232,266
 1233,269
@@ -1239,7 +1239,7 @@ instance (id),count
 1237,298
 1238,533
 1239,318
-1240,67
+1240,0
 1241,100
 1242,326
 1243,185
@@ -1248,7 +1248,7 @@ instance (id),count
 1246,175
 1247,165
 1248,111
-1249,46
+1249,0
 1250,341
 1251,230
 1252,292
@@ -1275,17 +1275,17 @@ instance (id),count
 1273,225
 1274,58
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-1276,60
+1276,0
 1277,84
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 1279,309
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 1281,115
-1282,94
+1282,0
 1283,230
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-1286,72
+1286,0
 1287,287
 1288,91
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@@ -1302,7 +1302,7 @@ instance (id),count
 1300,135
 1301,215
 1302,5
-1303,14
+1303,0
 1304,270
 1305,261
 1306,268
@@ -1313,7 +1313,7 @@ instance (id),count
 1311,177
 1312,153
 1313,130
-1314,68
+1314,0
 1315,515
 1316,106
 1317,245
@@ -1329,7 +1329,7 @@ instance (id),count
 1327,60
 1328,342
 1329,89
-1330,89
+1330,0
 1331,215
 1332,385
 1333,402
@@ -1337,7 +1337,7 @@ instance (id),count
 1335,187
 1336,51
 1337,494
-1338,30
+1338,0
 1339,356
 1340,286
 1341,278
@@ -1368,7 +1368,7 @@ instance (id),count
 1366,264
 1367,81
 1368,202
-1369,15
+1369,0
 1370,168
 1371,284
 1372,206
@@ -1386,7 +1386,7 @@ instance (id),count
 1384,228
 1385,292
 1386,200
-1387,32
+1387,0
 1388,258
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 1390,240
@@ -1401,17 +1401,17 @@ instance (id),count
 1399,261
 1400,169
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-1402,20
+1402,0
 1403,53
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-1405,74
-1406,86
-1407,23
+1405,0
+1406,0
+1407,0
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+1409,0
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-1412,52
+1412,0
 1413,240
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@@ -1424,7 +1424,7 @@ instance (id),count
 1422,296
 1423,295
 1424,53
-1425,45
+1425,0
 1426,60
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@@ -1432,15 +1432,15 @@ instance (id),count
 1430,235
 1431,357
 1432,419
-1433,102
+1433,0
 1434,124
-1435,7
+1435,0
 1436,135
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 1438,267
 1439,26
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-1441,9
+1441,0
 1442,365
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@@ -1449,19 +1449,19 @@ instance (id),count
 1447,366
 1448,127
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-1450,40
+1450,0
 1451,305
-1452,19
+1452,0
 1453,138
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-1459,2
+1459,0
 1460,91
 1461,165
-1462,66
+1462,0
 1463,90
 1464,202
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@@ -1485,14 +1485,14 @@ instance (id),count
 1483,220
 1484,394
 1485,151
-1486,49
+1486,0
 1487,120
 1488,389
 1489,236
 1490,94
 1491,58
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-1493,159
+1493,0
 1494,40
 1495,173
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@@ -1500,40 +1500,40 @@ instance (id),count
 1498,266
 1499,192
 1500,343
-1501,136
+1501,0
 1502,275
 1503,246
-1504,17
-1505,91
+1504,0
+1505,0
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-1511,107
+1511,0
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-1513,6
+1513,0
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-1520,45
+1520,0
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-1527,89
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-1532,19
+1532,0
 1533,185
-1534,11
+1534,0
 1535,204
 1536,94
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@@ -1560,7 +1560,7 @@ instance (id),count
 1558,245
 1559,188
 1560,52
-1561,79
+1561,0
 1562,260
 1563,318
 1564,100
@@ -1572,14 +1572,14 @@ instance (id),count
 1570,72
 1571,332
 1572,195
-1573,13
+1573,0
 1574,223
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 1578,453
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-1580,51
+1580,0
 1581,480
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@@ -1606,7 +1606,7 @@ instance (id),count
 1604,74
 1605,311
 1606,299
-1607,28
+1607,0
 1608,490
 1609,317
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@@ -1617,14 +1617,14 @@ instance (id),count
 1615,28
 1616,206
 1617,17
-1618,18
+1618,0
 1619,35
 1620,8
 1621,231
 1622,225
 1623,395
 1624,342
-1625,34
+1625,0
 1626,149
 1627,106
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@@ -1646,7 +1646,7 @@ instance (id),count
 1644,402
 1645,291
 1646,202
-1647,13
+1647,0
 1648,9
 1649,236
 1650,91
@@ -1658,15 +1658,15 @@ instance (id),count
 1656,145
 1657,71
 1658,364
-1659,87
+1659,0
 1660,129
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 1662,311
-1663,25
+1663,0
 1664,68
 1665,17
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-1667,75
+1667,0
 1668,19
 1669,399
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@@ -1674,13 +1674,13 @@ instance (id),count
 1672,138
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 1674,377
-1675,13
+1675,0
 1676,399
 1677,481
 1678,98
 1679,457
 1680,275
-1681,25
+1681,0
 1682,479
 1683,108
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@@ -1697,7 +1697,7 @@ instance (id),count
 1695,62
 1696,123
 1697,34
-1698,13
+1698,0
 1699,307
 1700,208
 1701,267
@@ -1706,21 +1706,21 @@ instance (id),count
 1704,27
 1705,294
 1706,417
-1707,11
+1707,0
 1708,19
 1709,290
-1710,21
+1710,0
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 1712,207
 1713,148
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-1715,26
+1715,0
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 1719,55
-1720,3
-1721,25
+1720,0
+1721,0
 1722,189
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@@ -1736,7 +1736,7 @@ instance (id),count
 1734,49
 1735,339
 1736,95
-1737,57
+1737,0
 1738,405
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@@ -1755,18 +1755,18 @@ instance (id),count
 1753,13
 1754,306
 1755,282
-1756,3
+1756,0
 1757,270
 1758,60
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-1761,78
+1761,0
 1762,320
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 1764,96
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-1767,8
+1767,0
 1768,52
 1769,338
 1770,70
@@ -1774,11 +1774,11 @@ instance (id),count
 1772,269
 1773,47
 1774,425
-1775,33
+1775,0
 1776,231
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-1779,53
+1779,0
 1780,357
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@@ -1829,8 +1829,8 @@ instance (id),count
 1827,327
 1828,261
 1829,382
-1830,25
-1831,34
+1830,0
+1831,0
 1832,14
 1833,221
 1834,218
@@ -1846,9 +1846,9 @@ instance (id),count
 1844,279
 1845,29
 1846,207
-1847,29
+1847,0
 1848,522
-1849,81
+1849,0
 1850,24
 1851,347
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@@ -1860,14 +1860,14 @@ instance (id),count
 1858,101
 1859,128
 1860,340
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+1861,0
 1862,257
 1863,195
 1864,77
 1865,72
 1866,327
 1867,67
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 1869,279
 1870,450
 1871,229
@@ -1890,11 +1890,11 @@ instance (id),count
 1888,79
 1889,348
 1890,273
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+1891,0
 1892,134
 1893,80
 1894,172
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+1895,0
 1896,85
 1897,85
 1898,84
@@ -1914,13 +1914,13 @@ instance (id),count
 1912,171
 1913,125
 1914,222
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+1915,0
 1916,77
 1917,206
 1918,29
 1919,281
 1920,175
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 1922,319
 1923,337
 1924,12
@@ -1939,18 +1939,18 @@ instance (id),count
 1937,382
 1938,350
 1939,68
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 1941,252
 1942,230
 1943,61
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-1945,51
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 1946,82
 1947,279
 1948,427
 1949,131
 1950,21
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 1952,109
 1953,153
 1954,68
@@ -1958,7 +1958,7 @@ instance (id),count
 1956,60
 1957,28
 1958,328
-1959,31
+1959,0
 1960,49
 1961,277
 1962,317
@@ -1968,10 +1968,10 @@ instance (id),count
 1966,119
 1967,367
 1968,287
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+1969,0
 1970,150
-1971,23
-1972,84
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+1972,0
 1973,186
 1974,391
 1975,245
@@ -1982,14 +1982,14 @@ instance (id),count
 1980,224
 1981,23
 1982,238
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+1983,0
 1984,238
 1985,246
 1986,33
 1987,105
 1988,296
 1989,120
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 1991,85
 1992,288
 1993,494
@@ -2003,7 +2003,7 @@ instance (id),count
 2001,126
 2002,0
 2003,38
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+2004,0
 2005,156
 2006,169
 2007,157
@@ -2023,10 +2023,10 @@ instance (id),count
 2021,248
 2022,272
 2023,342
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 2025,323
 2026,194
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 2028,199
 2029,426
 2030,174
@@ -2037,7 +2037,7 @@ instance (id),count
 2035,218
 2036,43
 2037,197
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 2039,174
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@@ -2046,15 +2046,15 @@ instance (id),count
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 2048,421
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 2056,216
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@@ -2095,13 +2095,13 @@ instance (id),count
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 2101,324
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 2103,183
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@@ -2112,7 +2112,7 @@ instance (id),count
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 2114,72
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@@ -2143,7 +2143,7 @@ instance (id),count
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 2145,106
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@@ -2162,8 +2162,8 @@ instance (id),count
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 2165,265
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@@ -2181,7 +2181,7 @@ instance (id),count
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 2183,464
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@@ -2190,7 +2190,7 @@ instance (id),count
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 2192,322
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@@ -2207,7 +2207,7 @@ instance (id),count
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 2209,211
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@@ -2220,7 +2220,7 @@ instance (id),count
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 2222,271
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@@ -2230,9 +2230,9 @@ instance (id),count
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 2232,282
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 2234,55
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@@ -2249,7 +2249,7 @@ instance (id),count
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 2251,508
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@@ -2280,7 +2280,7 @@ instance (id),count
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 2282,170
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@@ -2295,9 +2295,9 @@ instance (id),count
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@@ -2314,17 +2314,17 @@ instance (id),count
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@@ -2339,12 +2339,12 @@ instance (id),count
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 2341,355
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@@ -2354,18 +2354,18 @@ instance (id),count
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@@ -2392,16 +2392,16 @@ instance (id),count
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 2403,173
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@@ -2414,7 +2414,7 @@ instance (id),count
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 2416,4
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@@ -2445,7 +2445,7 @@ instance (id),count
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 2447,199
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@@ -2453,7 +2453,7 @@ instance (id),count
 2451,73
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 2455,284
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@@ -2479,10 +2479,10 @@ instance (id),count
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 2481,113
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@@ -2510,7 +2510,7 @@ instance (id),count
 2508,274
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 2512,101
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@@ -2539,7 +2539,7 @@ instance (id),count
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 2541,148
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@@ -2564,14 +2564,14 @@ instance (id),count
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@@ -2579,7 +2579,7 @@ instance (id),count
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 2581,370
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@@ -2595,7 +2595,7 @@ instance (id),count
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@@ -2611,13 +2611,13 @@ instance (id),count
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@@ -2645,12 +2645,12 @@ instance (id),count
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@@ -2664,10 +2664,10 @@ instance (id),count
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@@ -2691,7 +2691,7 @@ instance (id),count
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 2693,90
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@@ -2701,7 +2701,7 @@ instance (id),count
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 2703,175
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@@ -2709,7 +2709,7 @@ instance (id),count
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 2711,491
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@@ -2719,8 +2719,8 @@ instance (id),count
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 2722,507
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@@ -2739,7 +2739,7 @@ instance (id),count
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 2741,8
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@@ -2759,22 +2759,22 @@ instance (id),count
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@@ -2793,7 +2793,7 @@ instance (id),count
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@@ -2808,14 +2808,14 @@ instance (id),count
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@@ -2826,7 +2826,7 @@ instance (id),count
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 2828,68
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@@ -2838,13 +2838,13 @@ instance (id),count
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@@ -2852,18 +2852,18 @@ instance (id),count
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@@ -2879,17 +2879,17 @@ instance (id),count
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@@ -2912,7 +2912,7 @@ instance (id),count
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 2914,240
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@@ -2921,7 +2921,7 @@ instance (id),count
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 2923,179
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@@ -2933,7 +2933,7 @@ instance (id),count
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 2935,153
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@@ -2954,15 +2954,15 @@ instance (id),count
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@@ -2985,14 +2985,14 @@ instance (id),count
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@@ -3006,18 +3006,18 @@ instance (id),count
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@@ -3037,11 +3037,11 @@ instance (id),count
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@@ -3065,7 +3065,7 @@ instance (id),count
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@@ -3091,7 +3091,7 @@ instance (id),count
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@@ -3113,7 +3113,7 @@ instance (id),count
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@@ -3145,7 +3145,7 @@ instance (id),count
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 3147,0
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@@ -3154,10 +3154,10 @@ instance (id),count
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 3156,139
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@@ -3197,14 +3197,14 @@ instance (id),count
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@@ -3212,7 +3212,7 @@ instance (id),count
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 3214,286
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@@ -3238,7 +3238,7 @@ instance (id),count
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@@ -3248,13 +3248,13 @@ instance (id),count
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 3256,253
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@@ -3262,8 +3262,8 @@ instance (id),count
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 3265,413
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@@ -3277,15 +3277,15 @@ instance (id),count
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@@ -3302,7 +3302,7 @@ instance (id),count
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@@ -3327,18 +3327,18 @@ instance (id),count
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@@ -3355,11 +3355,11 @@ instance (id),count
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@@ -3374,7 +3374,7 @@ instance (id),count
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@@ -3382,7 +3382,7 @@ instance (id),count
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@@ -3393,7 +3393,7 @@ instance (id),count
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@@ -3432,9 +3432,9 @@ instance (id),count
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@@ -3442,7 +3442,7 @@ instance (id),count
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@@ -3452,7 +3452,7 @@ instance (id),count
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@@ -3475,17 +3475,17 @@ instance (id),count
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@@ -3494,7 +3494,7 @@ instance (id),count
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 3496,39
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