{"repo":"lefterisloukas/edgar-crawler","free":true,"listed":false,"github":"https://github.com/lefterisloukas/edgar-crawler","clone":"git clone https://github.com/lefterisloukas/edgar-crawler.git","description":"The only open-source toolkit that can download SEC EDGAR financial reports and extract textual data from specific item sections into nice & clean structured JSON files. Presented at WWW 2025 @ Sydney, Australia (https://dl.acm.org/doi/10.1145/3701716.3715289)","language":"Python","stars":541,"topics":["python","finance","sec","edgar","edgar-crawler","business","natural-language-processing","nlp","data-mining","web-crawler"],"license":"GPL-3.0","category":"scrapers-browser-automation","readme_excerpt":"EDGAR-CRAWLER: Extract Key Financial Data from SEC Filings Effortlessly 🚀 EDGAR-CRAWLER is the only open-source toolkit that downloads raw and unstructured financial SEC filings from EDGAR and parses them into structured JSON files in order to bootstrap financial NLP experiments. --- EDGAR-CRAWLER has 2 core functionalities: - 📥 Seamless downloading : Retrieve and download financial filings from all US publicly-traded companies based on your specified filters, like year, quarters, filing type, etc. - 🔍 Structured JSON parsing : Extract and parse specific key item sections from 10-K, 10-Q, and 8-K filings into a nice-and-clean standardized JSON format. (filings supported: 10-K, 10-Q, 8-K) 🚨 News - 2025/05: We presented EDGAR-CRAWLER and its paper at WWW 2025, which was held in Sydney. (https://dl.acm.org/doi/10.1145/3701716.3715289) - 2024/10: We now support structured JSON output for 10-Q and 8-K filings. (@Bailefan) - 2023/12: We had a Lightning Talk about EDGAR-CRAWLER at the 3rd Workshop for Natural Language Processing Open Source Software (NLP-OSS), hosted at EMNLP 2023, in Singapore. - 2023/01: EDGAR-CORPUS, the biggest financial NLP corpus (generated from EDGAR-CRAWLER!), is available as a HuggingFace 🤗 dataset card. See Accompanying Resources. - 2022/10: Updated documentation and fixed a minor import bug affecting older Python versions. - 2022/04: EDGAR-CRAWLER is available for Windows systems too. - 2021/11: We presented EDGAR-CORPUS, our \"parent\" project that st","default_branch":null,"files":null,"tree":[],"storefront":"/r/lefterisloukas","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/lefterisloukas/edgar-crawler/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}