Data-Centric AI Community ORG

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

fg-data-profiling (formerly ydata-profiling and pandas-profiling) generates a thorough HTML or JSON analysis report of any dataset, types, missing values, distributions, correlations, with a single line of Python code.

Synthetic data generators for tabular and time-series data

Data Quality assessment with one line of code

Open-Source Software, Tutorials, and Research on Data-Centric AI 🤖

A curated list of awesome resources such as books, tutorials, courses, open-source libraries, exercises, and other materials that support Pythonistas in the making, and Pythonistas migrating into Data Science! 📊

NIST Collaborative Research Cycle on Synthetic Data. Learn about Synthetic Data week by week!

Our epic Code With Me sessions: from introductory to advanced topics 🚀

The Data-Centric AI Community is the home of all things data. Join us!

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Synthetic Data Community Page