fg-data-profiling by Data-Centric-AI-Community
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
About fg-data-profiling
From the project's README at github.com/Data-Centric-AI-Community/data-profiling. Lightly cleaned for readability; for the full source see the upstream repo.
> is now . This package has been renamed to . Please follow the Migration Guide as soon as possible, the old package will no longer receive updates or bug fixes.
[](https://github.com/ydataai/pandas-profiling/actions/workflows/tests.yml) [](https://pypi.python.org/pypi/fg-data-profiling/) [](https://pypi.org/project/fg-data-profiling/) [](https://codecov.io/gh/ydataai/pandas-profiling) [](https://github.com/ydataai/pandas-profiling/releases) [](https://pypi.org/project/fg-data-profiling/) [](https://github.com/python/black)
Health score breakdown
6-dimension composite. See methodology for formula and weights.
Adoption signals
Real-world usage data, pulled from each registry. The bigger the numbers, the more battle-tested the project.
| Signal | Value | Source |
|---|---|---|
| GitHub stars | 14k | github.com/Data-Centric-AI-Community/data-profiling |
| GitHub forks | 1.8k | github.com/Data-Centric-AI-Community/data-profiling |
Release & maintenance
Is this project actively maintained, or about to die? Check the recency of last commit and last release.
| Project age | 10.3 years | since Jan 2016 |
| Last commit | 14 days ago | Apr 23, 2026 |
| Releases shipped | 79 | last: 14 days ago |
Self-hosting cost across providers
Detected requirements: 4GB RAM, 40GB disk minimum. Cheapest plan per provider that meets the requirement.
| Provider | Plan | Specs | Monthly | |
|---|---|---|---|---|
| hetzner | CAX11 | 2c · 4GB · 40GB | $4.13 USD | Deploy → |
| vultr | VC2 | 1c · 1GB · 25GB | $5 USD | Deploy → |
| linode | Nanode 1GB | 1c · 1GB · 25GB | $5.12 USD | Deploy → |
| digitalocean | Basic Regular 1GB | 1c · 1GB · 25GB | $6 USD | Deploy → |
What people say on Hacker News
- Ask HN: Is anyone here giving their MCP server a code execution environment?
- Show HN: Dbcli – A Lightweight Database CLI Designed for AI Agents
- Show HN: Dbcli – Database CLI Built for AI Agents
- Show HN: RoomYou – A Sensor for Indoor Wellbeing
- Do you remember the jokes about Google becoming self-aware? Circa. 2005
Ready to self-host fg-data-profiling?
Spin up a hetzner CAX11 (4GB RAM, 40GB disk) for $4.13/mo and follow the project's official install docs.
Data last refreshed May 7, 2026.
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