README.md

metadata

license: cc-by-nc-4.0
task_categories:
  - text-generation
language:
  - en
tags:
  - finance
  - legal
pretty_name: swan - finance dataset
size_categories:
  - 100K<n<1M
configs:
  - config_name: default
    data_files:
      - split: corpus
        path: corpus.txt
      - split: corpus_deduped
        path: corpus_deduped.txt
      - split: sec_tracker
        path: all_sec_filings.csv
      - split: leaked_tracker
        path: all_leaked_pdfs.csv
      - split: fed_tracker
        path: all_fed_filings.csv
      - split: bls_jolts_tracker
        path: all_bls_jolts.csv
      - split: bls_cpi_tracker
        path: all_bls_cpi.csv
      - split: bls_ces_tracker
        path: all_bls_ces.csv
      - split: bls_historical_tracker
        path: all_bls_historical.csv

swan

aggressively updated financial text dataset

scraping code

usage

from datasets import load_dataset
sets = ["corpus", "corpus_deduped"]
swan_data, swan_deduped = [load_dataset("dylanalloy/swan", data_files=f"{_}.txt") for _ in sets]
swan_data, swan_deduped

data

data	added
SEC filings	Wed. Aug 30th, 2023
Federal Reserve transcripts	Wed. Aug 30th, 2023
private wealth management releases	Wed. Aug 30th, 2023
large bank releases	Wed. Aug 30th, 2023
large fund releases	Wed. Aug 30th, 2023
large trading firm releases	Wed. Aug 30th, 2023
BLS JOLTS releases	Wed. Aug 30th, 2023
BLS CPI releases	Wed. Aug 30th, 2023
BLS CES releases	Wed. Aug 30th, 2023
BLS historical reports	Wed. Aug 30th, 2023

updates

this repo updates daily at 6AM EST

SEC Filngs	Federal Reserve transcripts	releases & reports
30 minutes	daily	daily

🐒 corpus ⌨️ updated daily

stats and delta

organization

• *.csv: tracker
• corpus.txt: collated text from all documents across all categories (designed for base model training)
• corpus_deduped.txt: unique lines of corpus