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Label details

#4
by nbroad HF staff - opened

Here are counts for each of the labels in each split. This is at the token level and not at the example level. That means if label X appears in one sample 10 times, it contributes 10 to the overall count.

Train has 168 different labels, validation has 158, test has 155.

There is one label in validation that are not in train (7).
There are two labels in test that are not in train. (labels 7, 125)

train {label_id: count}

{0: 40508701,
         41: 15208,
         87: 11693,
         34: 11445,
         37: 10749,
         4: 8710,
         8: 7711,
         57: 7379,
         6: 6421,
         30: 5456,
         140: 4817,
         64: 4545,
         74: 4530,
         128: 4503,
         43: 4320,
         107: 3908,
         83: 3601,
         60: 3554,
         129: 3330,
         102: 3319,
         55: 3244,
         105: 3197,
         17: 3150,
         35: 3118,
         32: 3105,
         131: 3096,
         82: 3081,
         59: 3050,
         53: 3036,
         138: 2986,
         70: 2940,
         90: 2894,
         158: 2788,
         113: 2701,
         88: 2583,
         80: 2489,
         139: 2418,
         58: 2341,
         40: 2338,
         133: 2309,
         142: 2176,
         132: 2176,
         124: 2067,
         16: 2060,
         44: 2046,
         145: 2038,
         67: 2006,
         152: 1999,
         165: 1964,
         156: 1954,
         85: 1917,
         147: 1908,
         99: 1872,
         2: 1855,
         25: 1849,
         14: 1736,
         91: 1731,
         66: 1723,
         100: 1712,
         52: 1677,
         77: 1660,
         168: 1613,
         51: 1605,
         50: 1575,
         119: 1574,
         31: 1557,
         12: 1534,
         137: 1533,
         72: 1483,
         144: 1479,
         89: 1458,
         94: 1450,
         42: 1440,
         18: 1433,
         98: 1407,
         159: 1392,
         69: 1383,
         78: 1366,
         45: 1357,
         148: 1334,
         73: 1324,
         97: 1317,
         92: 1308,
         62: 1297,
         149: 1285,
         93: 1266,
         111: 1242,
         150: 1223,
         33: 1218,
         1: 1217,
         39: 1203,
         163: 1187,
         76: 1185,
         22: 1183,
         134: 1163,
         109: 1163,
         26: 1155,
         47: 1152,
         161: 1129,
         169: 1119,
         103: 1116,
         48: 1110,
         21: 1109,
         27: 1104,
         167: 1092,
         56: 1061,
         108: 1059,
         122: 1051,
         54: 1041,
         36: 1035,
         71: 1027,
         63: 1020,
         104: 1013,
         164: 1006,
         126: 1002,
         114: 1000,
         127: 992,
         84: 991,
         13: 986,
         10: 984,
         151: 984,
         112: 979,
         95: 972,
         5: 950,
         19: 942,
         23: 928,
         49: 920,
         130: 903,
         121: 878,
         143: 875,
         75: 873,
         160: 873,
         24: 871,
         20: 871,
         154: 867,
         116: 843,
         86: 839,
         106: 835,
         115: 832,
         29: 806,
         136: 800,
         118: 794,
         81: 755,
         68: 540,
         79: 540,
         155: 521,
         46: 520,
         3: 351,
         120: 340,
         61: 250,
         110: 123,
         117: 28,
         9: 20,
         153: 16,
         28: 10,
         146: 8,
         157: 8,
         96: 7,
         135: 7,
         101: 6,
         11: 3,
         123: 3,
         166: 2,
         141: 2,
         15: 2,
         65: 2,
         38: 1,
         162: 1}

validation {label_id: count}

{0: 5157826,
         41: 1841,
         87: 1692,
         34: 1684,
         37: 1346,
         55: 897,
         8: 776,
         57: 761,
         4: 761,
         30: 669,
         140: 565,
         6: 560,
         83: 528,
         74: 508,
         43: 507,
         64: 472,
         60: 470,
         102: 459,
         128: 450,
         82: 447,
         129: 399,
         59: 397,
         88: 393,
         90: 392,
         32: 390,
         132: 388,
         138: 388,
         35: 374,
         158: 349,
         40: 344,
         139: 336,
         70: 317,
         99: 285,
         17: 280,
         31: 269,
         44: 259,
         145: 253,
         53: 248,
         113: 235,
         147: 232,
         71: 225,
         80: 222,
         39: 222,
         89: 216,
         91: 215,
         94: 214,
         165: 214,
         45: 212,
         98: 211,
         152: 211,
         92: 207,
         67: 206,
         72: 205,
         100: 204,
         107: 203,
         159: 202,
         66: 201,
         1: 200,
         25: 199,
         142: 198,
         85: 193,
         131: 191,
         50: 187,
         124: 186,
         133: 184,
         12: 182,
         156: 182,
         2: 181,
         105: 179,
         62: 178,
         168: 175,
         14: 173,
         84: 171,
         51: 170,
         42: 169,
         58: 168,
         18: 167,
         54: 165,
         97: 161,
         48: 161,
         134: 150,
         26: 145,
         69: 143,
         24: 142,
         149: 138,
         103: 138,
         127: 136,
         36: 135,
         126: 133,
         95: 132,
         16: 132,
         73: 127,
         47: 126,
         27: 125,
         163: 125,
         93: 124,
         154: 122,
         164: 122,
         150: 122,
         144: 121,
         10: 121,
         109: 120,
         167: 117,
         49: 117,
         78: 116,
         108: 113,
         115: 112,
         33: 111,
         23: 111,
         29: 109,
         104: 106,
         161: 106,
         106: 105,
         118: 103,
         76: 101,
         119: 100,
         160: 100,
         137: 100,
         116: 99,
         86: 98,
         151: 95,
         52: 93,
         148: 93,
         56: 92,
         46: 88,
         5: 85,
         169: 83,
         21: 83,
         155: 80,
         114: 80,
         136: 80,
         22: 78,
         13: 78,
         130: 78,
         143: 76,
         81: 70,
         122: 67,
         20: 66,
         19: 65,
         63: 64,
         75: 61,
         79: 60,
         68: 58,
         121: 51,
         120: 46,
         112: 46,
         3: 37,
         77: 36,
         61: 27,
         111: 26,
         110: 7,
         117: 2,
         9: 2,
         157: 2,
         101: 2,
         28: 1,
         96: 1,
         7: 1}

test {label_id: count}

{0: 5088543,
         41: 1399,
         87: 1345,
         34: 1340,
         37: 1063,
         4: 689,
         8: 675,
         30: 654,
         55: 632,
         57: 544,
         43: 492,
         6: 477,
         64: 456,
         74: 447,
         60: 422,
         83: 414,
         140: 381,
         102: 380,
         138: 346,
         59: 345,
         35: 341,
         70: 340,
         82: 331,
         90: 330,
         128: 324,
         100: 300,
         88: 277,
         129: 277,
         32: 275,
         40: 272,
         22: 272,
         139: 272,
         158: 269,
         71: 265,
         17: 258,
         53: 255,
         131: 253,
         113: 242,
         152: 240,
         145: 237,
         156: 236,
         147: 229,
         99: 218,
         107: 217,
         132: 210,
         80: 202,
         89: 194,
         26: 189,
         67: 188,
         31: 187,
         72: 185,
         50: 180,
         119: 178,
         134: 177,
         142: 176,
         105: 175,
         97: 172,
         85: 171,
         66: 169,
         91: 168,
         42: 164,
         12: 163,
         23: 161,
         149: 159,
         2: 159,
         45: 157,
         18: 157,
         121: 156,
         62: 156,
         44: 155,
         124: 154,
         143: 153,
         14: 153,
         168: 153,
         165: 153,
         58: 150,
         25: 147,
         16: 147,
         104: 145,
         151: 144,
         48: 143,
         47: 139,
         78: 137,
         136: 136,
         29: 135,
         27: 134,
         122: 134,
         159: 134,
         92: 132,
         98: 131,
         148: 129,
         137: 129,
         24: 129,
         36: 125,
         144: 125,
         13: 125,
         69: 121,
         51: 120,
         161: 119,
         49: 118,
         93: 118,
         84: 117,
         115: 116,
         94: 115,
         39: 115,
         54: 114,
         116: 114,
         154: 113,
         76: 112,
         112: 111,
         133: 105,
         19: 102,
         109: 100,
         86: 100,
         169: 99,
         150: 96,
         52: 96,
         167: 94,
         126: 93,
         108: 92,
         160: 90,
         21: 89,
         10: 88,
         118: 87,
         56: 86,
         5: 83,
         164: 83,
         33: 83,
         75: 83,
         106: 82,
         73: 79,
         103: 79,
         77: 72,
         155: 71,
         1: 70,
         127: 68,
         20: 68,
         114: 65,
         63: 64,
         95: 63,
         79: 57,
         81: 57,
         130: 50,
         120: 49,
         46: 45,
         68: 45,
         3: 32,
         111: 32,
         163: 28,
         61: 8,
         125: 2,
         7: 1,
         153: 1,
         101: 1,
         28: 1}

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