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  "Description": "Take real or simulated data and salt it with errors\ncommonly found in the wild, such as pseudo-OCR errors, Unicode\nproblems, numeric fields with nonsensical punctuation, bad\ndates, etc.",
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        "salt_capitalization",
        "salt_decimal_commas",
        "salt_digits",
        "salt_letters",
        "salt_ocr",
        "salt_punctuation",
        "salt_whitespace"
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      "title": "Delete some characters from some values",
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      "page": "salt_na",
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        "salt_na"
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    },
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      "page": "salt_substitute",
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      "title": "salty: Turn Clean Data Into Messy Data",
      "topics": [
        "salty"
      ]
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