AI4Finance-Foundation/FinNLP
Democratizing Internet-scale financial data. observed · 2026-08-28
Health v2 · maintenance only
31/100
- Activity 0
- Release rhythm 35
- Longevity 93
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 1303
- days_rel: n/a
- days_push: 793
- n_releases_24m: 0
Adoption not part of the score
1480 stars · 274 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
FinNLP is a Python library for collecting internet-scale financial data from sources like Finnhub, Yahoo Finance, Reuters, and Sina Finance. It also provides pipelines for training and fine-tuning large language models for finance NLP tasks.
Use cases
- download financial news headlines and articles by date range
- scrape stock-related news for sentiment analysis
- gather internet-scale financial data for LLM training
- fine-tune large language models on finance text
- collect Chinese and US financial news into dataframes
- build datasets for financial NLP research
When to choose
- you need programmatic access to multiple financial news sources in Python
- you are building financial sentiment analysis or LLM fine-tuning pipelines
- you want a free, open-source alternative for financial data collection
When to avoid
- you need real-time market data feeds or tick-level pricing
- you require guaranteed data reliability - sources rely on scraping and free API tiers
- you need a production-grade data vendor with licensing guarantees
Facets
library · maturity active
web-scraping nlp llm-training data-science etl fintech large-language-models python cross-platform financial-data news-scraper sentiment-analysis llm-finetuning finance data-sources natural-language-processing data-engineering
4 sources
- readme: https://github.com/AI4Finance-Foundation/FinNLP · fetched 2026-08-28 · dd9fdb72ee69
- homepage: https://ai4finance.org · fetched 2026-08-29 · d3d3e0581dfb
- site_page: https://ai4finance.org/about · fetched 2026-08-29 · 38823c8faa4a
- registry_pypi: https://pypi.org/pypi/finnlp/json · fetched 2026-08-29 · 9ed05d0a4f25
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| AI4Finance-Foundation/FinNLP | main | 31 |
For agents
markdown · JSON · MCP: product_card(name="AI4Finance-Foundation/FinNLP")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem