1.fivetran / great_expectationsAlways know what to expect from your data.pipeline-testsdataqualitydatacleaningdatacleanerdata-sciencedata-profiling+14 morePythonAPACHE-2.012K total1.9K forks+11 starsfrom 11,901 · score 2.48
2.Data-Centric-AI-Community / fg-data-profiling1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames. pandas-profilingpandas-dataframestatisticsjupyter-notebookexplorationdata-science+14 morePythonMIT14K total1.8K forks+5 starsfrom 13,740 · score 1.79
3.cleanlab / cleanlabCleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.weak-supervisiondata-cleaningdata-qualitynoisy-labelsdata-centric-aiout-of-distribution-detection+14 morePythonAPACHE-2.012K total937 forks+4 starsfrom 11,720 · score 1.61