data-profiling

Create HTML profiling reports from pandas DataFrame objects

Always know what to expect from your data.

Visualize and compare datasets, target values and associations, with one line of code.

Open Standard for Metadata. A Single place to Discover, Collaborate and Get your data right.

🚚 Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark

Data reliability tools for SQL- and Spark-accessible data

First open-source data discovery and observability platform. We make a life for data practitioners easy so you can focus on your business.

Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.

Lineage metadata API, artifacts streams, sandbox, API, and spaces for Polyaxon

Monitor the stability of a Pandas or Spark dataframe ⚙︎

Code review for data in dbt

🚕 A spreadsheet-like data preparation web app that works over Optimus (Pandas, Dask, cuDF, Dask-cuDF, Spark and Vaex)

a set of scripts to pull meta data and data profiling metrics from relational database systems

Swiple enables you to easily observe, understand, validate and improve the quality of your data

Desbordante is a high-performance data profiler that is capable of discovering many different patterns in data using various algorithms. It also allows to run data cleaning scenarios using these algorithms. Desbordante has a console version and an easy-to-use web application.

Dataset search engine, discovering data from a variety of sources, profiling it, and allowing advanced queries on the index

Metadata and data identification tool and Python library. Identifies PII, common identifiers, language specific identifiers. Fully customizable and flexible rules

Open-source metadata collector based on ODD Specification

The official http://raymon.ai data profiling and logging library.

Metadata/data identification Java library. Identifies Semantic Type information (e.g. Gender, Age, Color, Country,...). Extensive country/language support. Extensible via user-defined plugins. Comprehensive Profiling support.