{
  "3": {
    "industry": "Games/recreation",
    "decision": "keep"
  },
  "6": {
    "industry": "Other",
    "tags": "OCR",
    "decision": "keep"
  },
  "11": {
    "industry": "Healthcare",
    "decision": "keep"
  },
  "12": {
    "industry": "Other",
    "tags": "OCR",
    "decision": "keep"
  },
  "14": {
    "tags": "OCR",
    "industry": "Other",
    "decision": "keep"
  },
  "15": {
    "decision": "keep"
  },
  "16": {
    "industry": "Other",
    "decision": "keep",
    "tags": "OCR"
  },
  "18": {
    "industry": "Other",
    "decision": "keep",
    "tags": "OCR"
  },
  "20": {
    "decision": "keep",
    "industry": "Other",
    "tags": "OCR"
  },
  "22": {
    "industry": "Other",
    "decision": "keep",
    "tags": "OCR"
  },
  "23": {
    "industry": "Other",
    "decision": "keep",
    "tags": "demographics"
  },
  "28": {
    "industry": "Other",
    "decision": "keep",
    "tags": "OCR"
  },
  "30": {
    "industry": "Other",
    "tags": "OCR",
    "decision": "keep"
  },
  "31": {
    "decision": "keep"
  },
  "32": {
    "decision": "",
    "industry": "Image/audio",
    "tags": "needs-review",
    "notes": "gpt: Data collected from multiple writers; requires group-aware splits.",
    "needs_strat": true,
    "strat_col": "writer"
  },
  "36": {
    "industry": "Image/audio",
    "decision": "keep"
  },
  "37": {
    "decision": "keep"
  },
  "46": {
    "industry": "Biology/genomics",
    "decision": "keep"
  },
  "50": {
    "industry": "Games/recreation",
    "decision": "keep"
  },
  "60": {
    "industry": "Other",
    "decision": "keep",
    "tags": "synthetic"
  },
  "137": {
    "industry": "Games/recreation",
    "decision": "keep"
  },
  "151": {
    "decision": "drop",
    "industry": "Energy/utilities",
    "tags": "non-IID,time-aware",
    "notes": "electricity \u2014 time-aware",
    "needs_strat": true,
    "strat_col": "date"
  },
  "179": {
    "industry": "Other",
    "tags": "demographics",
    "decision": "keep"
  },
  "181": {
    "industry": "Biology/genomics",
    "decision": "keep"
  },
  "182": {
    "industry": "Other",
    "tags": "satellite",
    "decision": "keep"
  },
  "184": {
    "decision": "keep"
  },
  "185": {
    "decision": "keep",
    "industry": "Sport",
    "tags": "needs-review",
    "notes": "gpt: Players may have multiple entries affecting the split.",
    "needs_strat": false,
    "strat_col": "Player"
  },
  "301": {
    "decision": "keep",
    "industry": "Other",
    "tags": "climate",
    "notes": "Idnetify potential confounding vars",
    "needs_strat": true,
    "strat_col": "suspiciously low"
  },
  "333": {
    "industry": "Other",
    "decision": "keep",
    "tags": "synthetic"
  },
  "334": {
    "industry": "Other",
    "decision": "keep",
    "tags": "synthetic"
  },
  "335": {
    "industry": "Other",
    "decision": "keep",
    "tags": "synthetic"
  },
  "375": {
    "decision": "drop",
    "industry": "Image/audio",
    "tags": "non-IID,speech",
    "notes": "JapaneseVowels \u2014 needs per-speaker split",
    "needs_strat": true,
    "strat_col": "speaker"
  },
  "930": {
    "industry": "Text/NLP",
    "decision": "keep"
  },
  "1037": {
    "industry": "Other",
    "decision": "keep",
    "tags": "demographics"
  },
  "1038": {
    "decision": "keep",
    "industry": "Other"
  },
  "1043": {
    "industry": "Other",
    "tags": "demographics",
    "decision": "keep"
  },
  "1044": {
    "decision": "drop",
    "industry": "Biology/ecology",
    "tags": "needs-review",
    "notes": "rule: eye-tracking sequences \u2014 likely per-subject | gpt: No indication of group entities in the dataset.",
    "needs_strat": false,
    "strat_col": ""
  },
  "1049": {
    "industry": "Manufacturing/quality",
    "decision": "keep"
  },
  "1050": {
    "industry": "Manufacturing/quality",
    "decision": "keep"
  },
  "1063": {
    "industry": "Manufacturing/quality",
    "decision": "keep"
  },
  "1067": {
    "industry": "Manufacturing/quality",
    "decision": "keep"
  },
  "1120": {
    "decision": "keep",
    "industry": "Physical sciences",
    "tags": "synthetic",
    "notes": "rule: may have per-event grouping | gpt: No group entities present in the dataset.",
    "needs_strat": false,
    "strat_col": ""
  },
  "1444": {
    "decision": "keep"
  },
  "1453": {
    "decision": "keep"
  },
  "1459": {
    "industry": "Other",
    "tags": "OCR",
    "decision": "keep"
  },
  "1471": {
    "decision": "keep",
    "industry": "",
    "tags": "not-sure,",
    "notes": "rule: EEG recording sessions | gpt: Data is from a continuous EEG measurement, likely from the same subjects.",
    "needs_strat": true,
    "strat_col": "time"
  },
  "1475": {
    "decision": "keep",
    "industry": "Other",
    "tags": "mathematics"
  },
  "1476": {
    "industry": "Energy/utilities",
    "decision": "keep"
  },
  "1479": {
    "decision": "keep",
    "industry": "Other",
    "tags": "synthetic"
  },
  "1481": {
    "industry": "Games/recreation",
    "decision": "keep"
  },
  "1487": {
    "decision": "keep",
    "industry": "",
    "tags": "needs-review",
    "notes": "gpt: Data collected over time; potential for temporal correlation.",
    "needs_strat": false,
    "strat_col": ""
  },
  "1489": {
    "decision": "keep",
    "industry": "Image/audio",
    "tags": "",
    "notes": "rule: description mentions: 'speaker independent' | gpt: Phoneme data likely comes from the same speakers, creating groups.",
    "needs_strat": false,
    "strat_col": "Class"
  },
  "1491": {
    "industry": "Biology/ecology",
    "decision": "keep"
  },
  "1492": {
    "industry": "Biology/ecology",
    "decision": "keep"
  },
  "1493": {
    "industry": "Biology/ecology",
    "decision": "keep"
  },
  "1494": {
    "industry": "Physics/chemistry/energy",
    "decision": "keep"
  },
  "1496": {
    "industry": "Other",
    "tags": "synthetic",
    "decision": "keep"
  },
  "1497": {
    "decision": "keep",
    "industry": "Tech/Web",
    "tags": "needs-review",
    "notes": "gpt: Data collected from a robot navigating, likely has temporal dependencies.",
    "needs_strat": false,
    "strat_col": ""
  },
  "1501": {
    "decision": "keep",
    "industry": "Other",
    "tags": "OCR",
    "notes": "gpt: Data from multiple individuals; likely to have group dependencies.",
    "needs_strat": false,
    "strat_col": ""
  },
  "1507": {
    "industry": "Other",
    "tags": "synthetic",
    "decision": "keep"
  },
  "1509": {
    "decision": "keep",
    "industry": "Other",
    "tags": "har",
    "notes": "gpt: Multiple rows from the same participants may lead to information leakage.",
    "needs_strat": true,
    "strat_col": "Class"
  },
  "1510": {
    "decision": "keep"
  },
  "1548": {
    "tags": "synthetic",
    "industry": "Other",
    "decision": "keep"
  },
  "1552": {
    "decision": "keep",
    "industry": "Other",
    "tags": "synthetic"
  },
  "4538": {
    "decision": "keep",
    "industry": "Other",
    "tags": "human-action-recognition",
    "notes": "GesturePhase Processed \u2014 NOT time-aware",
    "needs_strat": true,
    "strat_col": ""
  },
  "6332": {
    "decision": "keep",
    "industry": "Manufacturing/quality",
    "tags": "needs-review",
    "notes": "gpt: Multiple rows may come from the same customer.",
    "needs_strat": true,
    "strat_col": "timestamp"
  },
  "40478": {
    "decision": "keep"
  },
  "40497": {
    "decision": "keep"
  },
  "40498": {
    "industry": "Retail",
    "decision": "drop",
    "notes": "duplicate"
  },
  "40499": {
    "industry": "Image/audio",
    "decision": "keep"
  },
  "40646": {
    "industry": "Biology/genomics",
    "decision": "keep"
  },
  "40649": {
    "industry": "Biology/genomics",
    "decision": "keep"
  },
  "40668": {
    "industry": "Games/recreation",
    "decision": "keep"
  },
  "40670": {
    "industry": "Biology/genomics",
    "decision": "keep"
  },
  "40677": {
    "decision": "keep",
    "tags": "OCR"
  },
  "40678": {
    "decision": "keep",
    "tags": "OCR"
  },
  "40707": {
    "decision": "keep",
    "industry": "",
    "tags": "needs-review",
    "notes": "gpt: Potentially multiple rows per patient based on medical features.",
    "needs_strat": true,
    "strat_col": "referral-ID?"
  },
  "40708": {
    "decision": "keep",
    "industry": "",
    "tags": "needs-review",
    "notes": "gpt: Similar to allbp, likely multiple rows per patient.",
    "needs_strat": false,
    "strat_col": "age"
  },
  "40713": {
    "decision": "drop",
    "industry": "",
    "tags": "needs-review",
    "notes": "Duplicate of allrep",
    "needs_strat": true,
    "strat_col": "age"
  },
  "40900": {
    "decision": "keep",
    "industry": "Other",
    "tags": "satellite"
  },
  "40966": {
    "decision": "keep",
    "industry": "Biology/genomics",
    "tags": "needs-review",
    "notes": "gpt: Multiple rows per mouse in the dataset.",
    "needs_strat": true,
    "strat_col": "MouseID"
  },
  "40975": {
    "decision": "keep"
  },
  "40982": {
    "industry": "Manufacturing/quality",
    "decision": "keep"
  },
  "40983": {
    "industry": "Other",
    "tags": "satellite",
    "decision": "keep"
  },
  "40984": {
    "decision": "drop",
    "notes": "duplicate"
  },
  "40994": {
    "industry": "Physical sciences",
    "tags": "climate"
  },
  "41027": {
    "decision": "keep"
  },
  "41143": {
    "decision": "keep",
    "industry": "Other",
    "tags": "OCR"
  },
  "41144": {
    "industry": "Other",
    "decision": "keep"
  },
  "41145": {
    "industry": "Biology/genomics",
    "decision": "keep"
  },
  "41146": {
    "industry": "Other",
    "decision": "keep"
  },
  "41156": {
    "industry": "Other",
    "decision": "keep",
    "tags": "demographics"
  },
  "41169": {
    "decision": "keep",
    "industry": "Other"
  },
  "41671": {
    "tags": "synthetic",
    "decision": "keep"
  },
  "41705": {
    "industry": "Other",
    "decision": "keep",
    "tags": "synthetic"
  },
  "41718": {
    "decision": "drop",
    "industry": "",
    "tags": "needs-review",
    "notes": "gpt: Time-series data; rows are dependent on time.",
    "needs_strat": true,
    "strat_col": "Timestamp"
  },
  "41763": {
    "decision": "drop",
    "industry": "",
    "tags": "needs-review",
    "notes": "gpt: Time-series data; rows are dependent on time.",
    "needs_strat": true,
    "strat_col": "Timestamp"
  },
  "41833": {
    "decision": "drop",
    "industry": "Finance/insurance",
    "tags": "non-IID,time-aware",
    "notes": "FOREX cadjpy hour \u2014 time-aware",
    "needs_strat": true,
    "strat_col": "Timestamp"
  },
  "41839": {
    "decision": "drop",
    "industry": "Finance/insurance",
    "tags": "non-IID,time-aware",
    "notes": "FOREX cadjpy day \u2014 time-aware",
    "needs_strat": true,
    "strat_col": "Timestamp"
  },
  "41843": {
    "decision": "drop",
    "industry": "",
    "tags": "needs-review",
    "notes": "gpt: Time-series data; rows are dependent on time.",
    "needs_strat": true,
    "strat_col": "Timestamp"
  },
  "41972": {
    "industry": "Image/audio",
    "decision": "keep",
    "tags": "satellite"
  },
  "42464": {
    "industry": "Agriculture",
    "decision": "keep"
  },
  "43582": {
    "decision": "keep",
    "industry": "",
    "tags": "needs-review",
    "notes": "gpt: Medical dataset; likely multiple rows per patient.",
    "needs_strat": false,
    "strat_col": ""
  },
  "43892": {
    "industry": "Other",
    "tags": "demographics",
    "decision": "keep"
  },
  "44122": {
    "decision": "keep"
  },
  "44123": {
    "decision": "keep",
    "tags": "real estate"
  },
  "44124": {
    "decision": "keep",
    "industry": "Other",
    "tags": "demographics"
  },
  "44130": {
    "decision": "keep",
    "industry": "Biology/genomics",
    "tags": "needs-review",
    "notes": "rule: eye-tracking sequences \u2014 likely per-subject | gpt: Multiple rows likely correspond to the same assignment or subject.",
    "needs_strat": false,
    "strat_col": "assgNo"
  },
  "44160": {
    "decision": "keep",
    "industry": "Retail"
  },
  "44162": {
    "industry": "Government/public",
    "decision": "keep"
  },
  "44186": {
    "decision": "keep"
  },
  "44489": {
    "industry": "Other",
    "decision": "keep",
    "tags": "Satellite"
  },
  "44971": {
    "decision": "keep",
    "industry": "Industry & Science"
  },
  "45040": {
    "decision": "keep",
    "industry": "",
    "tags": "synthetic",
    "notes": "gpt: Multiple rows likely correspond to the same patient or subject.",
    "needs_strat": false,
    "strat_col": "Diagnosis"
  },
  "45052": {
    "industry": "Healthcare",
    "decision": "keep"
  },
  "45067": {
    "decision": "keep",
    "industry": "Other",
    "tags": "demographics",
    "notes": "gpt: Users may have multiple entries, indicating potential group entities.",
    "needs_strat": false,
    "strat_col": "location"
  },
  "45068": {
    "decision": "drop"
  },
  "45075": {
    "decision": "keep"
  },
  "45536": {
    "decision": "keep",
    "industry": "Other",
    "tags": "alimentation"
  },
  "45537": {
    "industry": "Other",
    "decision": "keep",
    "tags": "alimentation"
  },
  "45538": {
    "industry": "Other",
    "tags": "alimentation",
    "decision": "keep"
  },
  "45540": {
    "industry": "Other",
    "tags": "alimentation",
    "decision": "keep"
  },
  "45558": {
    "industry": "Other",
    "decision": "keep",
    "tags": "astronomy"
  },
  "45578": {
    "industry": "Other",
    "tags": "real estate",
    "decision": "keep"
  },
  "46441": {
    "decision": "keep",
    "industry": "Finance/insurance",
    "tags": "",
    "notes": "Credit_Score \u2014 NOT time-aware (false positive)",
    "needs_strat": true,
    "strat_col": "customer_id"
  },
  "46597": {
    "decision": "keep"
  },
  "46906": {
    "decision": "keep",
    "industry": "Physical sciences"
  },
  "46908": {
    "decision": "keep",
    "industry": "Transport"
  },
  "46912": {
    "industry": "Biology/genomics",
    "decision": "keep"
  },
  "46922": {
    "decision": "keep",
    "industry": "Healthcare",
    "tags": "needs-review",
    "notes": "rule: patients have multiple visits | gpt: No indication of group entities in the dataset.",
    "needs_strat": false,
    "strat_col": ""
  },
  "46930": {
    "decision": "keep",
    "industry": "",
    "tags": "alimentation",
    "notes": "manually added; catboost miss is model-side"
  },
  "46933": {
    "industry": "Healthcare",
    "decision": "keep"
  },
  "46937": {
    "decision": "keep"
  },
  "46939": {
    "decision": "keep"
  },
  "46941": {
    "decision": "keep"
  },
  "46955": {
    "tags": "astronomy",
    "decision": "keep"
  },
  "46956": {
    "industry": "Physical sciences",
    "decision": "keep"
  },
  "46958": {
    "industry": "Biology/genomics",
    "decision": "keep"
  },
  "46960": {
    "decision": "keep",
    "industry": "Education",
    "tags": "TabArena",
    "notes": "students_dropout \u2014 Education, not Government",
    "needs_strat": true,
    "strat_col": ""
  },
  "46969": {
    "industry": "Web/security",
    "needs_strat": false,
    "decision": "keep"
  },
  "46979": {
    "industry": "Manufacturing/quality",
    "decision": "keep"
  },
  "46980": {
    "decision": "keep"
  },
  "44091": {
    "decision": "drop",
    "notes": "duplicate"
  },
  "40691": {
    "decision": "drop",
    "notes": "duplicate"
  },
  "44972": {
    "decision": "keep",
    "industry": "Industry & Science"
  },
  "46905": {
    "decision": "keep",
    "notes": "manually added to mix; tabdpt+tabicl_v2 miss are model-side"
  },
  "45539": {
    "decision": "keep",
    "notes": "manually added; catboost miss is model-side"
  },
  "458": {
    "decision": "keep",
    "notes": "manually added; xgboost miss is model-side"
  },
  "46356": {
    "decision": "keep",
    "notes": "manually added; lightgbm miss is model-side"
  },
  "54": {
    "decision": "keep",
    "notes": "manually added; xgboost miss is model-side"
  }
}