{"library":"ydata-profiling","type":"library","category":null,"description":"YData Profiling, formerly known as pandas-profiling, is an open-source Python library that automates exploratory data analysis (EDA) by generating comprehensive, interactive reports from Pandas or Spark DataFrames with a single line of code. It provides detailed statistics, visualizations, and data quality warnings for various data types, including time-series and text. The project is actively maintained with frequent updates, with the latest stable version being 4.18.1.","language":"python","status":"active","version":"4.18.1","tags":["data-profiling","eda","pandas","data-science","jupyter"],"last_verified":"Thu May 21","install":[{"cmd":"pip install ydata-profiling","imports":["from ydata_profiling import ProfileReport"]},{"cmd":"pip install ydata-profiling[notebook]","imports":[]},{"cmd":"pip install pandas-profiling","imports":[]}],"homepage":"https://ydata.ai","github":"https://github.com/ydataai/ydata-profiling","docs":null,"changelog":null,"pypi":"https://pypi.org/project/ydata-profiling/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":27,"avg_install_s":32,"avg_import_s":9.52,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/ydata-profiling/compatibility"}}