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Cannot extract the features (columns) for the split 'train' of the config 'default' of the dataset.
Error code:   FeaturesError
Exception:    BadZipFile
Message:      File is not a zip file
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/split/first_rows.py", line 228, in compute_first_rows_from_streaming_response
                  iterable_dataset = iterable_dataset._resolve_features()
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 3357, in _resolve_features
                  features = _infer_features_from_batch(self.with_format(None)._head())
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 2111, in _head
                  return next(iter(self.iter(batch_size=n)))
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 2315, in iter
                  for key, example in iterator:
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1856, in __iter__
                  for key, pa_table in self._iter_arrow():
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1878, in _iter_arrow
                  yield from self.ex_iterable._iter_arrow()
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 476, in _iter_arrow
                  for key, pa_table in iterator:
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 323, in _iter_arrow
                  for key, pa_table in self.generate_tables_fn(**gen_kwags):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/packaged_modules/text/text.py", line 67, in _generate_tables
                  for file_idx, file in enumerate(itertools.chain.from_iterable(files)):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/utils/track.py", line 49, in __iter__
                  for x in self.generator(*self.args):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/utils/file_utils.py", line 1364, in _iter_from_urlpaths
                  if xisfile(urlpath, download_config=download_config):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/utils/file_utils.py", line 747, in xisfile
                  fs, *_ = url_to_fs(path, **storage_options)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/fsspec/core.py", line 395, in url_to_fs
                  fs = filesystem(protocol, **inkwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/fsspec/registry.py", line 293, in filesystem
                  return cls(**storage_options)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/fsspec/spec.py", line 80, in __call__
                  obj = super().__call__(*args, **kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/fsspec/implementations/zip.py", line 62, in __init__
                  self.zip = zipfile.ZipFile(
                File "/usr/local/lib/python3.9/zipfile.py", line 1266, in __init__
                  self._RealGetContents()
                File "/usr/local/lib/python3.9/zipfile.py", line 1333, in _RealGetContents
                  raise BadZipFile("File is not a zip file")
              zipfile.BadZipFile: File is not a zip file

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Franchise Disclosure Document (FDD) Dataset

This repository provides a comprehensive dataset of Franchise Disclosure Documents (FDDs) from several U.S. states. It represents one of the largest publicly available collections of FDDs to date.

If you use this dataset, please cite:

Arbel, Yonathan A. (2024). "The Readability of Contracts: Big Data Analysis." Journal of Empirical Legal Studies, 21(4), 927ΓÇô978. DOI: 10.1111/jels.12400

Latest manuscript: SSRN


📑 What are FDDs?

Franchise Disclosure Documents (FDDs) are legal documents franchisors must provide to potential franchisees before selling a franchise. FDDs contain essential information about the franchisor, franchise system, and terms of the franchise agreement. The Federal Trade Commission (FTC) mandates these documents to ensure prospective franchisees make informed investment decisions.


📂 Dataset Overview

The dataset contains 22,986 text files (.txt) organized by U.S. state, as follows:

State Number of files ZIP Archive
California 15,276 CA_FDD_split.zip + .z01ΓÇô.z03
Wisconsin 1,660 WN_FDD.zip
Indiana 1,606 ind_fdd.zip
New York 1,396 (1,394 in New_York, 2 in New York) FDD_in_TXT_Format.zip
North Dakota 1,376 (1,374 in North_Dakota, 2 in North Dakota) Inside FDD_in_TXT_Format.zip
Virginia 753 NASAA_FDD.zip
Minnesota 568 mn_fdd.zip
South Dakota 169 (167 in South_Dakota, 2 in South Dakota) Inside NASAA_FDD.zip
Maryland 111 Inside NASAA_FDD.zip
Rhode Island 48 (47 in Rhode_Island, 1 in Rhode Island) Inside NASAA_FDD.zip
Illinois 23 Inside NASAA_FDD.zip

Total files: 22,986 Compressed size: Approximately 108 GB


🛠️ File Structure & Data Format

Each ZIP archive contains plain-text (.txt) documents representing individual FDDs, organized into folders by state.

  • For multi-part archives (California):
    • Download all parts (.zip, .z01, .z02, .z03) into the same folder.
    • Open CA_FDD_split.zip with 7-Zip or run:
      7z x CA_FDD_split.zip
      
    • 7-Zip will automatically include the .z01, .z02, etc.

📈 Suggested Usage

This dataset supports diverse research activities:

  • Analysis of contract terms and readability.
  • Comparative franchise law studies.
  • NLP analysis of legal and contractual language.
  • Trends and policy implications within franchising.

⚠️ Disclaimer

This dataset is compiled from publicly available FDD documents. Efforts were made to ensure accuracy, but users should verify critical information against original sources. Dataset maintainers are not responsible for errors or omissions.


🙋 Contributing

Please report issues or suggest improvements by opening an issue or pull request.


📜 License

This dataset is provided under the MIT license. No copyright is claimed over the underlying public documents.


📧 Contact

For inquiries or additional information, contact: yaarbel@ua.edu

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