BettaFish vs presidio
BettaFish and presidio share 6 technologies: Flask, matplotlib, cryptography, opencv-python, pillow, and Pydantic. Both are written in Python.
LinkedInWhat they share and what sets them apart
666ghj
BettaFish
微舆：人人可用的多Agent舆情分析助手，打破信息茧房，还原舆情原貌，预测未来走向，辅助决策！从0实现，不依赖任何框架。
Python42.6kRead on November 10, 2026, at commit b67928fWhat is BettaFish built with?Only in BettaFish
- Django
- aiomysql
- aiosqlite
- asyncmy
- asyncpg
motor
psycopg
- MySQL
- Postgres
- Redis
- SQLite
- MongoDB
- pymysql
OpenAI- AIOHTTP
- FastAPI
uvicorn
- Streamlit
- Plotly
- SQLAlchemy
accelerate
- bitsandbytes
safetensors
- tavily-python
- torch
- transformers
- scikit-learn
peft
- datasets
- gensim
sentence-transformers
- xgboost
- beautifulsoup4
lxml
- parsel
weasyprint
- wordcloud
loguru
In common
data-privacy-stack
presidio
An open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.
Python11.8kRead on November 12, 2026, at commit 1d70059What is presidio built with?Only in presidio
presidio-analyzer
- spaCy
- azure-ai-formrecognizer
- pypng
pydicom
- pytesseract
Side by side
BettaFishpresidio
SizeLines written by people and agents, without generated ones; code files, without tests.
BettaFish58,909 lines written157 code files
presidio72,277 lines written245 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
BettaFish0.7% of its commits signed by AIWith Codex and Claude Code
presidio5.2% of its commits signed by AIWith GitHub Copilot, Claude Code, and Cursor
ActivityFrom GitHub and its history, on the day SeeRepo read it.
BettaFishLast push October 16, 2026903 commits42,626 stars
presidioLast push November 11, 20261,473 commits11,840 stars
TestsThe files that test the code, and the share of code files a test imports.
BettaFish15 test files11.5% of its code files have a test that imports them
presidio225 test files6.5% of its code files have a test that imports them
Frequently asked questions
Which is bigger, BettaFish or presidio?
presidio, with 72,277 lines written; BettaFish has 58,909.
The proof: data-privacy-stack/presidio's code at commit 1d70059
Which has more GitHub stars, BettaFish or presidio?
BettaFish, with 42,626 stars; presidio has 11,840.
The proof: 666ghj/BettaFish on GitHub
Which has more tests, BettaFish or presidio?
presidio, with 225 test files; BettaFish has 15.
The proof: data-privacy-stack/presidio's code at commit 1d70059
Which was updated more recently, BettaFish or presidio?
presidio: its last push was on November 11, 2026, and BettaFish's on October 16, 2026.
Which has more commits signed by AI, BettaFish or presidio?
presidio: an AI signed 5.2% of its commits, with GitHub Copilot, Claude Code, and Cursor; in BettaFish, 0.7%.
The proof: the commits each tool signed in data-privacy-stack/presidio
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