data/moderate_cleaning.json

{
  "task_name": "moderate_cleaning",
  "max_steps": 10,
  "expected_dtypes": {
    "age": "int",
    "salary": "int",
    "city": "str",
    "department": "str",
    "years_exp": "int"
  },
  "required_features": [],
  "dataset": [
    {
      "age": 25,
      "salary": "50000",
      "city": "Mumbai",
      "department": "Engineering",
      "years_exp": 3
    },
    {
      "age": null,
      "salary": "62000",
      "city": "Delhi",
      "department": "Sales",
      "years_exp": 7
    },
    {
      "age": 29,
      "salary": "54000",
      "city": "Bangalore",
      "department": "Marketing",
      "years_exp": null
    },
    {
      "age": 41,
      "salary": "not_available",
      "city": "Pune",
      "department": "Finance",
      "years_exp": 14
    },
    {
      "age": 27,
      "salary": "47000",
      "city": "Chennai",
      "department": "Support",
      "years_exp": 4
    },
    {
      "age": 36,
      "salary": "73000",
      "city": "Hyderabad",
      "department": "Operations",
      "years_exp": 10
    },
    {
      "age": 30,
      "salary": "56000",
      "city": "Mumbai",
      "department": "Engineering",
      "years_exp": 6
    },
    {
      "age": null,
      "salary": "68000",
      "city": "Delhi",
      "department": "Sales",
      "years_exp": 9
    },
    {
      "age": 26,
      "salary": "45000",
      "city": "Bangalore",
      "department": "Marketing",
      "years_exp": 3
    },
    {
      "age": 38,
      "salary": "79000",
      "city": "Pune",
      "department": "Finance",
      "years_exp": null
    },
    {
      "age": 31,
      "salary": "not_available",
      "city": "Chennai",
      "department": "Support",
      "years_exp": 8
    },
    {
      "age": 28,
      "salary": "52000",
      "city": "Hyderabad",
      "department": "Operations",
      "years_exp": 5
    },
    {
      "age": 44,
      "salary": "91000",
      "city": "Mumbai",
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    },
    {
      "age": 33,
      "salary": "66000",
      "city": "Delhi",
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      "years_exp": 9
    },
    {
      "age": null,
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      "city": "Bangalore",
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      "years_exp": 2
    },
    {
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      "city": "Pune",
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    },
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      "city": "Chennai",
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    },
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      "city": "Hyderabad",
      "department": "Operations",
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    },
    {
      "age": 42,
      "salary": "not_available",
      "city": "Mumbai",
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      "years_exp": 16
    },
    {
      "age": 37,
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      "city": "Delhi",
      "department": "Sales",
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    },
    {
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      "city": "Bangalore",
      "department": "Marketing",
      "years_exp": 4
    },
    {
      "age": 40,
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    },
    {
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      "city": "Chennai",
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    },
    {
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    },
    {
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    },
    {
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    },
    {
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    },
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    },
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    },
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    },
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    },
    {
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      "years_exp": null
    },
    {
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    },
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    },
    {
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    },
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    },
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    },
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    },
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    },
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    },
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    },
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    },
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    },
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    },
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    },
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    },
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    },
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      "age": 31,
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    },
    {
      "age": 35,
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      "city": "Delhi",
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      "years_exp": 10
    }
  ]
}