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--- |
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license: cc-by-nc-4.0 |
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task_categories: |
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- text-generation |
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language: |
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- en |
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tags: |
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- finance |
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- legal |
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pretty_name: swan - finance dataset |
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size_categories: |
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- 100K<n<1M |
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configs: |
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- config_name: default |
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data_files: |
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- split: corpus |
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path: "corpus.txt" |
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- split: corpus_deduped |
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path: "corpus_deduped.txt" |
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- split: sec_tracker |
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path: "all_sec_filings.csv" |
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- split: leaked_tracker |
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path: "all_leaked_pdfs.csv" |
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- split: fed_tracker |
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path: "all_fed_filings.csv" |
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- split: bls_jolts_tracker |
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path: "all_bls_jolts.csv" |
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- split: bls_cpi_tracker |
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path: "all_bls_cpi.csv" |
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- split: bls_ces_tracker |
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path: "all_bls_ces.csv" |
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- split: bls_historical_tracker |
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path: "all_bls_historical.csv" |
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--- |
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<!-- header start --> |
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<div style="min-width:100%"> |
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<center> |
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<img style="max-width:200px" src="https://huggingface.co./datasets/dylanalloy/swan/resolve/main/swan.png"> |
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<h3>swan</h3> |
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<small>aggressively updated financial text dataset</small> |
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<a href="https://github.com/DylanAlloy/swan_scrape" target="_blank">scraping code</a> |
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</center> |
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</div> |
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<!-- header end --> |
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### usage |
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```python |
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from datasets import load_dataset |
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sets = ["corpus", "corpus_deduped"] |
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swan_data, swan_deduped = [load_dataset("dylanalloy/swan", data_files=f"{_}.txt") for _ in sets] |
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swan_data, swan_deduped |
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``` |
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### data |
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<center> |
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| data | added | |
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| ----------- | ----------- | |
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| SEC filings | Wed. Aug 30th, 2023 | |
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| Federal Reserve transcripts | Wed. Aug 30th, 2023 | |
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| private wealth management releases | Wed. Aug 30th, 2023 | |
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| large bank releases | Wed. Aug 30th, 2023 | |
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| large fund releases | Wed. Aug 30th, 2023 | |
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| large trading firm releases | Wed. Aug 30th, 2023 | |
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| BLS JOLTS releases | Wed. Aug 30th, 2023 | |
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| BLS CPI releases | Wed. Aug 30th, 2023 | |
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| BLS CES releases | Wed. Aug 30th, 2023 | |
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| BLS historical reports | Wed. Aug 30th, 2023 | |
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</center> |
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### updates |
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<small>this repo updates daily at 6AM EST</small> |
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| SEC Filngs | Federal Reserve transcripts | releases & reports | |
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| :--- | :----: | ---: | |
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| 30 minutes | daily | daily | |
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<small>🐒 **corpus** ⌨️ updated daily</small> |
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### stats and delta |
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<center> |
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<img style="max-width:100%" src="https://huggingface.co./datasets/dylanalloy/swan/resolve/main/words_sizes.png"> |
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<img style="max-width:100%" src="https://huggingface.co./datasets/dylanalloy/swan/resolve/main/vocab_sizes_time.png"> |
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</center> |
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### organization |
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- *.csv: tracker |
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- corpus.txt: collated text from all documents across all categories (designed for base model training) |
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- corpus_deduped.txt: unique lines of corpus |
