Datasetpublic

DSTI/traffic-accidents-reports-5k

Accident Reports 5k (One-Paragraph) Rows: 5kSplits: train (~ 4500), eval (~ 500), test (~ 100)Task: text2text-generation (5W1H → single-paragraph incident report) Schema input (string): 5W1H lines: What, When, Where, Who, How, Why, ContingencyActions target (string): One single-paragraph, neutral report (no line breaks) file type: parquet dataset (training ready) Languages English License MIT Intended use… See the full description on the dataset page: https://huggingface.co/datasets/DSTI/traffic-accidents-reports-5k.

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Dataset Card

Accident Reports 5k (One-Paragraph)

Rows: 5k Splits: train (~ 4500), eval (~ 500), test (~ 100) Task: text2text-generation (5W1H → single-paragraph incident report)

Schema

—input (string): 5W1H lines: What, When, Where, Who, How, Why, ContingencyActions
—target (string): One single-paragraph, neutral report (no line breaks)
—file type: parquet dataset (training ready)

Languages

—English

License

—MIT

Intended use

Fine-tuning small instruction models for concise, structured incident reporting.

Limitations

—Synthetic/curated text; verify against your domain requirements.

Example for loading dataset (python)

from datasets import load_dataset
ds = load_dataset("zBotta/traffic-accidents-reports-5k")
print(ds)
print(ds["train"][0])
print(ds["eval"][0])
print(ds["test"][0])

Citation

If you use this dataset, please cite:

csharp

@misc{accident_5k_dataset,
  title  = {Accident Reporting  5k rows (One-Paragraph)},
  author = {zBotta, SamdGuizani},
  year   = {2025} 
}