1.fivetran / great_expectations
Always know what to expect from your data.
+248 stars
from 11,664 · score 5.52
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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.
+140 stars
from 11,584 · score 4.95
3.Data-Centric-AI-Community / fg-data-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
+123 stars
from 13,622 · score 4.82
4.fbdesignpro / sweetviz
Visualize and compare datasets, target values and associations, with one line of code.
+22 stars
from 3,109 · score 3.14
5.hi-primus / optimus
:truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark
+4 stars
from 1,531 · score 1.61