What's in your data? Extract schema, statistics and entities from datasets

DataOps Data Quality TestGen is part of DataKitchen's Open Source Data Observability. DataOps TestGen delivers simple, fast data quality test generation and execution by data profiling,  new dataset hygiene review, AI generation of data quality validation tests, ongoing testing of data refreshes, & continuous anomaly monitoring

edaSQL is a python library to bridge the SQL with Exploratory Data Analysis where you can connect to the Database and insert the queries. The query results can be passed to the EDA tool which can give greater insights to the user.

SQL based data profiling & data quality checks, which will help you to perform data profiling & data quality checks on SQL database at table & database level.

Data Cleansing Basics

DATA PROFILING is a process of examining, analyzing, and creating useful summaries of data. The process yields a high-level overview which aids in the discovery of data quality issues, risks, and overall trends.

sales_analysis

Pandas Exercises

profilerInsight is a tool designed to extract metadata from tables within databases. It can perform data profiling on both CSV files and databases. The tool is currently under development.

customer review on jupyter notebook