1.fivetran / great_expectations
Always know what to expect from your data.
+68 stars
from 11,844 · score 4.23
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2.cleanlab / cleanlab
Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
+45 stars
from 11,679 · score 3.83
3.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
4.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
5.lux-org / lux
Automatically visualize your pandas dataframe via a single print! 📊 💡
+5 stars
from 5,375 · 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.aeturrell / skimpy
skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.
+2 stars
from 516 · score 1.10