1.Data-Centric-AI-Community / fg-data-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
+37 stars
from 13,708 · score 3.64
Trending repositories
Ranked by Attention Score: stars gained over the last 30 complete days
7 repositories by Attention Score · Oct 4, 2026 – Nov 2, 2026 (UTC)
2.Kanaries / pygwalker
PyGWalker: Turn your dataframe into an interactive UI for visual analysis
+34 stars
from 15,969 · score 3.56
3.sfu-db / dataprep
Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.
+9 stars
from 2,261 · score 2.30
4.Kanaries / Rath
Next generation of automated data exploratory analysis and visualization platform.
+8 stars
from 4,680 · score 2.20
5.Desbordante / desbordante-core
Desbordante is a high-performance data profiler that is capable of discovering many different patterns in data using various algorithms. It also allows to run data cleaning scenarios using these algorithms. Desbordante has a console version and an easy-to-use web application.
+5 stars
from 510 · score 1.79
6.fbdesignpro / sweetviz
Visualize and compare datasets, target values and associations, with one line of code.
+4 stars
from 3,127 · score 1.61
7.hi-primus / optimus
:truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark
+1 stars
from 1,534 · score 0.69