{
  "datasets": {
    "covid-20": {
      "description": "Daily regional COVID-19 forecasting data from Victoria, Australia: 20 units, with daily new cases as the prediction target. This is a draft standardized export of the PanelTS source subset, not a new collection of patient records.",
      "license": "https://creativecommons.org/licenses/by/4.0/",
      "license_reviewed": false,
      "metadata_reviewed": false,
      "creator": null,
      "citation": null,
      "source_urls": [
        "https://huggingface.co/datasets/Multiple-Time-Series/PanelTS/tree/bfb751a6735771b5da4e51de2d08fb49a1ad0036/PanelTS/Covid-19/20"
      ],
      "collection_process": "The supplied manuscript, Section 4.4 and Appendix F, describes Victorian Government daily case data from 2022-01-01 to 2022-09-16 and the aggregation of LGAs into 20 regions. Exact original source URLs, region membership, collection actors, and per-attribute aggregation operations still require author confirmation. The existing SDK parses the per-region CSV dates, renames new to target, derives unit_id from the filename, retains other columns as dynamic covariates, and keeps the last duplicate time/unit row if present. The separate attribute table is joined by unit identity. The standardized exporter adds no normalization, interpolation or imputation.",
      "field_descriptions": {
        "time": "Daily observation date parsed from the source date column.",
        "unit_id": "Region identifier taken from the source filename; region-to-LGA membership requires author documentation.",
        "target": "Reported new confirmed cases, copied from source column new without scaling.",
        "population": "Regional population as supplied in the daily CSV.",
        "active": "Active case count as supplied in the daily CSV.",
        "rate": "Infection rate as supplied in the CSV; denominator and units require source confirmation.",
        "band": "Band code as supplied; the manuscript labels it a restriction/risk band. Exact coding requires confirmation."
      },
      "rai": {
        "dataLimitations": "This subset covers one state and a limited interval in 2022. Reporting and aggregation may affect the relationship between recorded cases and underlying infections. Geographic membership, static-attribute reference dates and release delays require documentation. Do not interpret retrospective forecasting scores as validation for clinical or public-health deployment.",
        "dataBiases": "Potential biases include selection of regions and dates, changes in testing and reporting, and loss of within-region variation through aggregation. These are plausible limitations rather than measured fairness results; no subgroup fairness audit is asserted by this export.",
        "personalSensitiveInformation": "Rows describe regions rather than named patients, but static fields include aggregated health, vaccination, income and age attributes. Geographic and health-related information remains relevant to sensitivity assessment. The exporter does not independently certify anonymization or re-identification risk; the original collectors' assessment must be supplied by the authors.",
        "dataUseCases": "Intended for retrospective panel forecasting of reported daily new cases and comparisons of methods under matched protocols. Reported cases are an observable proxy for regional epidemic dynamics, not a direct measurement of all infections. This export tests data interoperability and computational reproducibility; construct validity, clinical utility and policy effectiveness have not been established by these engineering checks.",
        "dataSocialImpact": "Standardized data may improve reproducibility and make forecasting comparisons easier to inspect. Misinterpreting reported cases as complete infection counts, or treating regional aggregates as individual characteristics, could mislead users. Documentation separates research evaluation from deployment claims and requires explicit treatment of feature availability.",
        "hasSyntheticData": false
      },
      "review_notes": [
        "All prose in this worksheet is a draft for author review.",
        "The license URL records the upstream repository card's CC BY 4.0 declaration, including its stated exceptions for source-derived subsets. Verify original-source terms before redistributing this derived release.",
        "Confirm source URLs, citation, creator attribution, geographic aggregation membership and attribute units.",
        "Confirm static-attribute reference dates and actual availability at each prediction origin; do not assume retrospective static attributes were available historically.",
        "Provide the official evaluation split and paper hyperparameters separately. The full storage split is not a training split."
      ],
      "version": "0.0.0",
      "url": "https://huggingface.co/datasets/Echo0623/PanelTS-ICLR-Review"
    }
  }
}