1.unionai-oss / panderaA light-weight, flexible, and expressive statistical data testing librarypandasvalidationschemadataframestestingpandas-validation+12 morePythonMIT4.5K total502 forks+9 starsfrom 4,499 · score 2.30
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+4 starsfrom 13,743 · score 1.61
3.sfu-db / dataprepOpen-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.dataprepdata-sciencedatapreparationdataconnectoredaexploratory-data-analysis+7 morePythonMIT2.3K total221 forks+1 starsfrom 2,269 · score 0.69