Making it easier to use SEC filings.
Project description
datamule
A Python package for working with SEC filings at scale. Includes Mulebot, an open-source chatbot for SEC data with no storage requirements.
📚 Full Documentation | 🌐 Website | 📝 Article: Deploy a Financial Chatbot in 5 Minutes
Key Features
- 📥 Download SEC filings quickly and efficiently
- 🔍 Monitor EDGAR for new filings in real-time
- 📊 Parse filings at scale
- 💾 Access comprehensive datasets (10-Ks, SIC codes, etc.)
- 🤖 Interact with SEC data using MuleBot
Quick Start
# Basic installation
pip install datamule
# Install with all features
pip install datamule[all]
import datamule as dm
# Download filings
downloader = dm.Downloader()
downloader.download(form='10-K', ticker='AAPL')
# Download filing attachments such as information tables
downloader.download(form='13F-HR',file_types=['INFORMATION TABLE'],date=('2024-09-14','2024-09-16'))
# Download every 10Q from 2023. Should take 2 minutes
downloader.download_dataset(dataset='10q_2023')
Available Extras
filing_viewer: Filing viewer modulemulebot: SEC data interaction chatbotmulebot_server: Flask server for MuleBotall: All available features
Resources
Datasets
Access comprehensive SEC datasets including:
- Historical FTD data (since 2004)
- 10-K and 10-Q filings (since 2001)
- 13F-HR Information Tables (since 2013)
- MD&A collection (100,000+ since 2001, requires free API key)
Contributing
Contributions are welcome! Please feel free to submit a Pull Request.
License
For detailed usage examples, API reference, and advanced features, please visit our documentation.
Project details
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