Datasetpublic

InspectorRoofing/roof-damage-negative-evidence

Roof Damage Negative Evidence Dataset This dataset structure documents examples where roof evidence suggests fake hail indicators, non-storm damage, poor documentation, insufficient evidence, or mixed/inconclusive conditions. The initial public release should be a dataset shell: this dataset card, schema, CSV template, and JSONL examples. Add real images or videos only after privacy review. Labels fake_hail_indicator non_storm_damage poor_documentation… See the full description on the dataset page: https://huggingface.co/datasets/InspectorRoofing/roof-damage-negative-evidence.

sourceHugging Facecc-by-4.0updated 4mo agoView on Hugging Face

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Dataset Card

Roof Damage Negative Evidence Dataset

This dataset structure documents examples where roof evidence suggests fake hail indicators, non-storm damage, poor documentation, insufficient evidence, or mixed/inconclusive conditions.

The initial public release should be a dataset shell: this dataset card, schema, CSV template, and JSONL examples. Add real images or videos only after privacy review.

Labels

—fake_hail_indicator
—non_storm_damage
—poor_documentation
—insufficient_evidence
—mixed_or_inconclusive

Sub-Labels

—mechanical_mark
—wear_and_age
—manufacturing_condition
—installation_condition
—maintenance_condition
—missing_scale_reference
—missing_overview_photo
—unclear_date_context
—unclear_location_context
—requires_field_review
—other

Data Files

—template.csv: tabular starter dataset.
—examples.jsonl: machine-readable examples.
—../../schemas/negative-evidence-record.schema.json: JSON Schema for each JSONL record.

Privacy Rules

Do not publish:

—Homeowner names
—Exact residential addresses
—Claim numbers
—Policy numbers
—Faces, license plates, personal documents, or private reports
—EXIF GPS metadata

Intended Use

—Standardize roof evidence documentation.
—Train or evaluate data processing workflows.
—Explain what weak or insufficient documentation looks like.
—Provide a transparent companion dataset for the RoofFile Protocol.

Not Intended For

—Automatic claim denial.
—Identification of homeowners, carriers, adjusters, or claimants.
—Replacing field inspection or professional judgment.