import type { DataSet } from '@/types/data_set'
import { msg } from '@lit/localize'

export const bostonHousePricing: DataSet = {
  name: msg('Boston House Pricing'),
  description: msg(
    'The Boston House Price data set involves the prediction of a house price in thousands of dollars given details of the house and its neighborhood.',
  ),
  type: 'regression',
  featureDescs: [
    {
      key: 'CRIM',
      description: msg('Per capita crime rate by town'),
    },
    {
      key: 'ZN',
      description: msg(
        'Proportion of residential land zoned for lots over 25,000 sq.ft.',
      ),
    },
    {
      key: 'INDUS',
      description: msg('Proportion of nonretail business acres per town'),
    },
    {
      key: 'CHAS',
      description: msg(
        'Charles River dummy variable (= 1 if tract bounds river; 0 otherwise)',
      ),
    },
    {
      key: 'NOX',
      description: msg('Nitric oxides concentration (parts per 10 million)'),
    },
    {
      key: 'RM',
      description: msg('Average number of rooms per dwelling'),
    },
    {
      key: 'AGE',
      description: msg(
        'Proportion of owner-occupied units built prior to 1940',
      ),
    },
    {
      key: 'DIS',
      description: msg('Weighted distances to five Boston employment centers'),
    },
    {
      key: 'RAD',
      description: msg('Index of accessibility to radial highways'),
    },
    {
      key: 'TAX',
      description: msg('Full-value property-tax rate per $10,000'),
    },
    {
      key: 'PTRATIO',
      description: msg('Pupil-teacher ratio by town'),
    },
    {
      key: 'B',
      description: msg(
        '1000(Bk – 0.63)^2 where Bk is the proportion of blacks by town',
      ),
    },
    {
      key: 'LSTAT',
      description: msg('% lower status of the population'),
    },
  ],
  labelDesc: {
    key: 'MEDV',
    description: msg('Median value of owner-occupied homes in $1000s'),
  },
  data: [
    {
      features: [0, 18, 2, 0, 0, 6, 65, 4, 1, 296, 15, 396, 4],
      label: 24,
    },
    {
      features: [0, 0, 7, 0, 0, 6, 78, 4, 2, 242, 17, 396, 9],
      label: 21,
    },
    {
      features: [0, 0, 7, 0, 0, 7, 61, 4, 2, 242, 17, 392, 4],
      label: 34,
    },
    {
      features: [0, 0, 2, 0, 0, 6, 45, 6, 3, 222, 18, 394, 2],
      label: 33,
    },
    {
      features: [0, 0, 2, 0, 0, 7, 54, 6, 3, 222, 18, 396, 5],
      label: 36,
    },
    {
      features: [0, 0, 2, 0, 0, 6, 58, 6, 3, 222, 18, 394, 5],
      label: 28,
    },
    {
      features: [0, 12, 7, 0, 0, 6, 66, 5, 5, 311, 15, 395, 12],
      label: 22,
    },
    {
      features: [0, 12, 7, 0, 0, 6, 96, 5, 5, 311, 15, 396, 19],
      label: 27,
    },
    {
      features: [0, 12, 7, 0, 0, 5, 100, 6, 5, 311, 15, 386, 29],
      label: 16,
    },
    {
      features: [0, 12, 7, 0, 0, 6, 85, 6, 5, 311, 15, 386, 17],
      label: 18,
    },
    {
      features: [0, 12, 7, 0, 0, 6, 94, 6, 5, 311, 15, 392, 20],
      label: 15,
    },
    {
      features: [0, 12, 7, 0, 0, 6, 82, 6, 5, 311, 15, 396, 13],
      label: 18,
    },
    {
      features: [0, 12, 7, 0, 0, 5, 39, 5, 5, 311, 15, 390, 15],
      label: 21,
    },
    {
      features: [0, 0, 8, 0, 0, 5, 61, 4, 4, 307, 21, 396, 8],
      label: 20,
    },
    {
      features: [0, 0, 8, 0, 0, 6, 84, 4, 4, 307, 21, 380, 10],
      label: 18,
    },
    {
      features: [0, 0, 8, 0, 0, 5, 56, 4, 4, 307, 21, 395, 8],
      label: 19,
    },
    {
      features: [1, 0, 8, 0, 0, 5, 29, 4, 4, 307, 21, 386, 6],
      label: 23,
    },
    {
      features: [0, 0, 8, 0, 0, 5, 81, 4, 4, 307, 21, 386, 14],
      label: 17,
    },
    {
      features: [0, 0, 8, 0, 0, 5, 36, 3, 4, 307, 21, 288, 11],
      label: 20,
    },
    {
      features: [0, 0, 8, 0, 0, 5, 69, 3, 4, 307, 21, 390, 11],
      label: 18,
    },
    {
      features: [1, 0, 8, 0, 0, 5, 98, 3, 4, 307, 21, 376, 21],
      label: 13,
    },
    {
      features: [0, 0, 8, 0, 0, 5, 89, 4, 4, 307, 21, 392, 13],
      label: 19,
    },
    {
      features: [1, 0, 8, 0, 0, 6, 91, 3, 4, 307, 21, 396, 18],
      label: 15,
    },
    {
      features: [0, 0, 8, 0, 0, 5, 100, 4, 4, 307, 21, 394, 19],
      label: 14,
    },
    {
      features: [0, 0, 8, 0, 0, 5, 94, 4, 4, 307, 21, 394, 16],
      label: 15,
    },
    {
      features: [0, 0, 8, 0, 0, 5, 85, 4, 4, 307, 21, 303, 16],
      label: 13,
    },
    {
      features: [0, 0, 8, 0, 0, 5, 90, 4, 4, 307, 21, 376, 14],
      label: 16,
    },
    {
      features: [0, 0, 8, 0, 0, 6, 88, 4, 4, 307, 21, 306, 17],
      label: 14,
    },
    {
      features: [0, 0, 8, 0, 0, 6, 94, 4, 4, 307, 21, 387, 12],
      label: 18,
    },
    {
      features: [1, 0, 8, 0, 0, 6, 87, 4, 4, 307, 21, 380, 11],
      label: 21,
    },
    {
      features: [1, 0, 8, 0, 0, 5, 94, 4, 4, 307, 21, 360, 22],
      label: 12,
    },
    {
      features: [1, 0, 8, 0, 0, 6, 100, 4, 4, 307, 21, 376, 13],
      label: 14,
    },
    {
      features: [1, 0, 8, 0, 0, 5, 82, 3, 4, 307, 21, 232, 27],
      label: 13,
    },
    {
      features: [1, 0, 8, 0, 0, 5, 95, 3, 4, 307, 21, 358, 18],
      label: 13,
    },
    {
      features: [1, 0, 8, 0, 0, 6, 96, 3, 4, 307, 21, 248, 20],
      label: 13,
    },
    {
      features: [0, 0, 5, 0, 0, 5, 68, 3, 5, 279, 19, 396, 9],
      label: 18,
    },
    {
      features: [0, 0, 5, 0, 0, 5, 61, 3, 5, 279, 19, 377, 11],
      label: 20,
    },
    {
      features: [0, 0, 5, 0, 0, 5, 41, 3, 5, 279, 19, 396, 8],
      label: 21,
    },
    {
      features: [0, 0, 5, 0, 0, 5, 30, 3, 5, 279, 19, 393, 10],
      label: 24,
    },
    {
      features: [0, 75, 2, 0, 0, 6, 21, 5, 3, 252, 18, 395, 4],
      label: 30,
    },
    {
      features: [0, 75, 2, 0, 0, 7, 15, 5, 3, 252, 18, 395, 1],
      label: 34,
    },
    {
      features: [0, 0, 6, 0, 0, 6, 2, 5, 3, 233, 17, 385, 4],
      label: 26,
    },
    {
      features: [0, 0, 6, 0, 0, 6, 6, 5, 3, 233, 17, 383, 5],
      label: 25,
    },
    {
      features: [0, 0, 6, 0, 0, 6, 6, 5, 3, 233, 17, 394, 7],
      label: 24,
    },
    {
      features: [0, 0, 6, 0, 0, 6, 40, 5, 3, 233, 17, 389, 9],
      label: 21,
    },
    {
      features: [0, 0, 6, 0, 0, 5, 33, 5, 3, 233, 17, 396, 10],
      label: 19,
    },
    {
      features: [0, 0, 6, 0, 0, 5, 33, 5, 3, 233, 17, 396, 14],
      label: 20,
    },
    {
      features: [0, 0, 6, 0, 0, 6, 85, 5, 3, 233, 17, 392, 18],
      label: 16,
    },
    {
      features: [0, 0, 6, 0, 0, 5, 95, 5, 3, 233, 17, 396, 30],
      label: 14,
    },
    {
      features: [0, 0, 6, 0, 0, 5, 62, 6, 3, 233, 17, 396, 16],
      label: 19,
    },
    {
      features: [0, 21, 5, 0, 0, 5, 45, 6, 4, 243, 16, 395, 13],
      label: 19,
    },
    {
      features: [0, 21, 5, 0, 0, 6, 63, 6, 4, 243, 16, 393, 9],
      label: 20,
    },
    {
      features: [0, 21, 5, 0, 0, 6, 21, 6, 4, 243, 16, 396, 5],
      label: 25,
    },
    {
      features: [0, 21, 5, 0, 0, 5, 21, 6, 4, 243, 16, 396, 8],
      label: 23,
    },
    {
      features: [0, 75, 4, 0, 0, 5, 47, 7, 3, 469, 21, 396, 14],
      label: 18,
    },
    {
      features: [0, 90, 1, 0, 0, 7, 21, 8, 5, 226, 17, 395, 4],
      label: 35,
    },
    {
      features: [0, 85, 0, 0, 0, 6, 35, 9, 2, 313, 17, 396, 5],
      label: 24,
    },
    {
      features: [0, 100, 1, 0, 0, 6, 40, 8, 5, 256, 15, 392, 3],
      label: 31,
    },
    {
      features: [0, 25, 5, 0, 0, 6, 29, 7, 8, 284, 19, 390, 6],
      label: 23,
    },
    {
      features: [0, 25, 5, 0, 0, 5, 47, 6, 8, 284, 19, 396, 9],
      label: 19,
    },
    {
      features: [0, 25, 5, 0, 0, 5, 66, 7, 8, 284, 19, 395, 13],
      label: 18,
    },
    {
      features: [0, 25, 5, 0, 0, 5, 93, 6, 8, 284, 19, 378, 14],
      label: 16,
    },
    {
      features: [0, 25, 5, 0, 0, 6, 67, 7, 8, 284, 19, 396, 6],
      label: 22,
    },
    {
      features: [0, 25, 5, 0, 0, 6, 43, 7, 8, 284, 19, 395, 9],
      label: 25,
    },
    {
      features: [0, 17, 1, 0, 0, 7, 59, 9, 3, 216, 18, 393, 8],
      label: 33,
    },
    {
      features: [0, 80, 3, 0, 0, 6, 17, 6, 4, 337, 16, 396, 4],
      label: 23,
    },
    {
      features: [0, 80, 3, 0, 0, 5, 31, 6, 4, 337, 16, 396, 10],
      label: 19,
    },
    {
      features: [0, 12, 6, 0, 0, 5, 21, 6, 4, 345, 18, 396, 8],
      label: 22,
    },
    {
      features: [0, 12, 6, 0, 0, 5, 36, 6, 4, 345, 18, 396, 13],
      label: 17,
    },
    {
      features: [0, 12, 6, 0, 0, 5, 33, 6, 4, 345, 18, 396, 8],
      label: 20,
    },
    {
      features: [0, 0, 10, 0, 0, 6, 6, 5, 4, 305, 19, 383, 6],
      label: 24,
    },
    {
      features: [0, 0, 10, 0, 0, 5, 17, 5, 4, 305, 19, 376, 9],
      label: 21,
    },
    {
      features: [0, 0, 10, 0, 0, 6, 7, 5, 4, 305, 19, 390, 5],
      label: 22,
    },
    {
      features: [0, 0, 10, 0, 0, 6, 6, 5, 4, 305, 19, 377, 7],
      label: 23,
    },
    {
      features: [0, 0, 12, 0, 0, 6, 6, 4, 5, 398, 18, 394, 6],
      label: 24,
    },
    {
      features: [0, 0, 12, 0, 0, 6, 45, 4, 5, 398, 18, 383, 8],
      label: 21,
    },
    {
      features: [0, 0, 12, 0, 0, 6, 74, 4, 5, 398, 18, 373, 11],
      label: 20,
    },
    {
      features: [0, 0, 12, 0, 0, 6, 45, 4, 5, 398, 18, 386, 10],
      label: 20,
    },
    {
      features: [0, 0, 12, 0, 0, 6, 53, 5, 5, 398, 18, 386, 12],
      label: 21,
    },
    {
      features: [0, 0, 12, 0, 0, 5, 36, 4, 5, 398, 18, 396, 9],
      label: 20,
    },
    {
      features: [0, 25, 4, 0, 0, 6, 33, 5, 4, 281, 19, 396, 5],
      label: 28,
    },
    {
      features: [0, 25, 4, 0, 0, 6, 70, 5, 4, 281, 19, 395, 7],
      label: 23,
    },
    {
      features: [0, 25, 4, 0, 0, 6, 32, 5, 4, 281, 19, 396, 6],
      label: 24,
    },
    {
      features: [0, 25, 4, 0, 0, 6, 46, 5, 4, 281, 19, 390, 7],
      label: 22,
    },
    {
      features: [0, 0, 4, 0, 0, 6, 48, 4, 3, 247, 18, 396, 9],
      label: 23,
    },
    {
      features: [0, 0, 4, 0, 0, 6, 56, 4, 3, 247, 18, 392, 6],
      label: 26,
    },
    {
      features: [0, 0, 4, 0, 0, 6, 45, 4, 3, 247, 18, 395, 12],
      label: 22,
    },
    {
      features: [0, 0, 4, 0, 0, 6, 56, 3, 3, 247, 18, 395, 8],
      label: 22,
    },
    {
      features: [0, 0, 3, 0, 0, 7, 86, 3, 2, 270, 17, 396, 5],
      label: 23,
    },
    {
      features: [0, 0, 3, 0, 0, 7, 63, 3, 2, 270, 17, 396, 5],
      label: 28,
    },
    {
      features: [0, 0, 3, 0, 0, 6, 66, 3, 2, 270, 17, 392, 8],
      label: 22,
    },
    {
      features: [0, 0, 3, 0, 0, 6, 73, 3, 2, 270, 17, 393, 8],
      label: 22,
    },
    {
      features: [0, 28, 15, 0, 0, 6, 53, 3, 4, 270, 18, 395, 8],
      label: 22,
    },
    {
      features: [0, 28, 15, 0, 0, 6, 28, 3, 4, 270, 18, 396, 6],
      label: 25,
    },
    {
      features: [0, 28, 15, 0, 0, 6, 77, 3, 4, 270, 18, 396, 10],
      label: 20,
    },
    {
      features: [0, 0, 2, 0, 0, 6, 57, 3, 2, 276, 18, 357, 6],
      label: 28,
    },
    {
      features: [0, 0, 2, 0, 0, 6, 69, 3, 2, 276, 18, 391, 11],
      label: 21,
    },
    {
      features: [0, 0, 2, 0, 0, 8, 76, 3, 2, 276, 18, 396, 4],
      label: 38,
    },
    {
      features: [0, 0, 2, 0, 0, 7, 36, 3, 2, 276, 18, 393, 3],
      label: 43,
    },
    {
      features: [0, 0, 2, 0, 0, 7, 62, 3, 2, 276, 18, 396, 6],
      label: 33,
    },
    {
      features: [0, 0, 8, 0, 0, 6, 79, 2, 5, 384, 20, 394, 9],
      label: 27,
    },
    {
      features: [0, 0, 8, 0, 0, 6, 71, 2, 5, 384, 20, 395, 7],
      label: 26,
    },
    {
      features: [0, 0, 8, 0, 0, 6, 85, 2, 5, 384, 20, 70, 10],
      label: 18,
    },
    {
      features: [0, 0, 8, 0, 0, 6, 87, 2, 5, 384, 20, 394, 13],
      label: 19,
    },
    {
      features: [0, 0, 8, 0, 0, 6, 90, 2, 5, 384, 20, 392, 12],
      label: 20,
    },
    {
      features: [0, 0, 8, 0, 0, 5, 96, 2, 5, 384, 20, 394, 16],
      label: 19,
    },
    {
      features: [0, 0, 8, 0, 0, 5, 91, 2, 5, 384, 20, 395, 18],
      label: 19,
    },
    {
      features: [0, 0, 8, 0, 0, 6, 85, 2, 5, 384, 20, 387, 14],
      label: 20,
    },
    {
      features: [0, 0, 8, 0, 0, 6, 97, 2, 5, 384, 20, 395, 12],
      label: 19,
    },
    {
      features: [0, 0, 8, 0, 0, 6, 91, 2, 5, 384, 20, 391, 15],
      label: 19,
    },
    {
      features: [0, 0, 8, 0, 0, 6, 54, 2, 5, 384, 20, 393, 13],
      label: 21,
    },
    {
      features: [0, 0, 10, 0, 0, 6, 81, 2, 6, 432, 17, 395, 10],
      label: 22,
    },
    {
      features: [0, 0, 10, 0, 0, 5, 92, 2, 6, 432, 17, 394, 16],
      label: 18,
    },
    {
      features: [0, 0, 10, 0, 0, 6, 95, 2, 6, 432, 17, 396, 17],
      label: 18,
    },
    {
      features: [0, 0, 10, 0, 0, 6, 84, 2, 6, 432, 17, 388, 10],
      label: 18,
    },
    {
      features: [0, 0, 10, 0, 0, 5, 88, 2, 6, 432, 17, 344, 15],
      label: 18,
    },
    {
      features: [0, 0, 10, 0, 0, 6, 72, 2, 6, 432, 17, 393, 12],
      label: 21,
    },
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      features: [0, 0, 10, 0, 0, 6, 82, 2, 6, 432, 17, 394, 10],
      label: 19,
    },
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      features: [0, 0, 10, 0, 0, 5, 73, 2, 6, 432, 17, 338, 15],
      label: 20,
    },
    {
      features: [0, 0, 10, 0, 0, 5, 65, 2, 6, 432, 17, 391, 13],
      label: 19,
    },
    {
      features: [0, 0, 25, 0, 0, 5, 69, 2, 2, 188, 19, 389, 14],
      label: 22,
    },
    {
      features: [0, 0, 25, 0, 0, 6, 84, 2, 2, 188, 19, 377, 14],
      label: 20,
    },
    {
      features: [0, 0, 25, 0, 0, 5, 92, 2, 2, 188, 19, 378, 17],
      label: 20,
    },
    {
      features: [0, 0, 25, 0, 0, 5, 97, 1, 2, 188, 19, 370, 25],
      label: 17,
    },
    {
      features: [0, 0, 25, 0, 0, 5, 95, 2, 2, 188, 19, 379, 17],
      label: 18,
    },
    {
      features: [0, 0, 25, 0, 0, 5, 88, 1, 2, 188, 19, 385, 14],
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    },
    {
      features: [0, 0, 25, 0, 0, 5, 95, 1, 2, 188, 19, 359, 27],
      label: 15,
    },
    {
      features: [0, 0, 21, 0, 0, 5, 96, 1, 4, 437, 21, 392, 17],
      label: 16,
    },
    {
      features: [0, 0, 21, 0, 0, 6, 98, 1, 4, 437, 21, 396, 15],
      label: 18,
    },
    {
      features: [0, 0, 21, 0, 0, 5, 94, 1, 4, 437, 21, 396, 18],
      label: 14,
    },
    {
      features: [0, 0, 21, 0, 0, 6, 98, 2, 4, 437, 21, 395, 12],
      label: 19,
    },
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      features: [1, 0, 21, 0, 0, 6, 97, 2, 4, 437, 21, 396, 12],
      label: 19,
    },
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      features: [0, 0, 21, 0, 0, 6, 97, 2, 4, 437, 21, 385, 11],
      label: 23,
    },
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      features: [0, 0, 21, 0, 0, 5, 95, 2, 4, 437, 21, 388, 15],
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    },
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      label: 15,
    },
    {
      features: [0, 0, 21, 0, 0, 6, 98, 2, 4, 437, 21, 394, 16],
      label: 18,
    },
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      features: [0, 0, 21, 0, 0, 5, 93, 1, 4, 437, 21, 378, 16],
      label: 17,
    },
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      features: [0, 0, 21, 0, 0, 6, 98, 1, 4, 437, 21, 394, 14],
      label: 17,
    },
    {
      features: [0, 0, 21, 0, 0, 5, 98, 1, 4, 437, 21, 392, 21],
      label: 13,
    },
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      features: [0, 0, 21, 0, 0, 6, 97, 1, 4, 437, 21, 396, 18],
      label: 17,
    },
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      label: 14,
    },
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      label: 14,
    },
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      label: 13,
    },
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      features: [4, 0, 19, 0, 0, 5, 100, 1, 5, 403, 14, 396, 26],
      label: 15,
    },
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    },
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      label: 13,
    },
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      features: [2, 0, 19, 0, 0, 5, 100, 1, 5, 403, 14, 169, 16],
      label: 15,
    },
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      features: [2, 0, 19, 0, 0, 4, 95, 1, 5, 403, 14, 391, 29],
      label: 14,
    },
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      features: [2, 0, 19, 0, 0, 5, 93, 1, 5, 403, 14, 356, 28],
      label: 17,
    },
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    },
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    },
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      features: [1, 0, 19, 0, 0, 5, 100, 1, 5, 403, 14, 341, 13],
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    },
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      label: 15,
    },
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      label: 19,
    },
    {
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      label: 17,
    },
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      label: 15,
    },
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      label: 13,
    },
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      label: 41,
    },
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      label: 24,
    },
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      features: [1, 0, 19, 0, 0, 6, 100, 1, 5, 403, 14, 364, 7],
      label: 23,
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