esgprofiler 0.1.3

Automated ESG scoring and profiling for companies using NLP and open data sources.

ESGProfiler

🌍 Automated ESG Scoring & Profiling with NLP and Open Data

ESGProfiler is an open-source Python package and Streamlit dashboard for programmatically analyzing and visualizing the Environmental, Social, and Governance (ESG) signals for any company.

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Features

• 📈 ESG Composite Scoring: NLP-based analysis of annual reports, news, and filings to auto-compute ESG subscores (Environment, Social, Governance)
• 📰 Flexible Data Ingestion: Profile companies from Yahoo Finance, SEC filings, news headlines, report URLs, or custom-pasted text
• 🗺 Streamlit Dashboard: Interactive web app for quick analysis and ESG visualization
• ⚡ Modular and Extensible: Robust Python API for developers and researchers to adapt, plug in new data sources, and customize their workflow

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Quick Start

1. Install

pip install esgprofiler python -m spacy download en_core_web_sm

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2. Run Dashboard

esgprofiler-dashboard

text Or for source builds: streamlit run esgprofiler/dashboard.py

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3. Use Python API

from esgprofiler.data_ingest import fetch_yahoo_profile, fetch_news_headlines from esgprofiler.nlp_extract import count_esg_mentions from esgprofiler.scoring import score_esg_text

profile = fetch_yahoo_profile("MSFT") news = fetch_news_headlines("MSFT") text = " ".join(news) scores = score_esg_text(text) print(scores)

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Dashboard Features

• Enter a company ticker or CIK
• Choose a data source: Yahoo News, SEC filing, report URL, or manual text
• See company profile and ESG scores
• Interactive breakdown by E/S/G
• Key signal sentences and expandable sections
• NEW: Copy/paste your own text or link to analyze custom data

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Project Structure

esgprofiler/ │ init.py │ data_ingest.py │ nlp_extract.py │ scoring.py │ config.py │ dashboard.py README.md setup.py requirements.txt tests/ examples/

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Developer & Contribution Guide

• Fork and clone the repo
• Add features or suggestions via PRs and Issue tracker
• Extend keyword sets and weighting logic in config.py
• Package and dashboard designed for easy extension to global data (news APIs, non-US filings, etc.)

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License

MIT License © 2025 Advait Dharmadhikari

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Acknowledgements

• spaCy
• Streamlit
• Yahoo Finance
• SEC EDGAR
• BeautifulSoup

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Disclaimer

This tool uses open/public data and simple NLP approaches. Scores are for demonstration and educational purposes only—do not use alone for serious investment decisions.