ruc-datalab/DeepAnalyze
DeepAnalyze is the first agentic LLM for autonomous data science. 🎈你的AI数据分析师，自动分析大量数据，一键生成专业分析报告！
Build with Backblaze B2
SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
The project lists 14 contributors on GitHub.
Gained 5% more stars in the last 90 days than in the 90 days before.
Use Cases & Benefits
- Provides an autonomous agentic large language model to perform end-to-end data science tasks including data preparation, analysis, modeling, visualization, and report generation.
- Enables fully autonomous, open-source data science workflows without human intervention, supporting diverse data formats and producing professional analyst-grade reports.
- Use for automating comprehensive data science pipelines on mixed structured and unstructured datasets to generate detailed research reports.
- Use for conducting deep, open-ended data research across multiple data sources like databases, CSV, JSON, and text files with minimal manual input.
- Use for integrating an AI-powered data analyst into Jupyter notebooks or command-line interfaces to streamline data exploration and visualization tasks.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
MIT
Permissive: commercial use, modification and redistribution are allowed with attribution.
Community files
- README: present
Watch-outs
- No GitHub releases; pin a commit or tag instead of a release.
General guidance from repository metadata, not legal advice. How we score
From the README
Authors: Shaolei Zhang, Ju Fan*, Meihao Fan, Guoliang Li, Xiaoyong Du
Renmin University of China, Tsinghua University
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
Forks
749+53
Open issues
27+4
Compared with peers in AI Agents
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| vercel-labs/agent-desktop | 17.0K | +13.3K | 33 | today |
| thedotmack/claude-mem | 113.6K | +8.8K | 35 | today |
| stablyai/orca | 116.8K | +6.6K | 40 | today |
| milind-soni/OpenMausBot | 13.5K | +6.0K | 45 | today |
| HKUDS/DeepTutor | 55.5K | +5.5K | 65 | 5 days ago |
| ruc-datalab/DeepAnalyze | 4.8K | — | 14 | — |
| Category median | 55.5K | +6.6K | 40 | — |
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