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

Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

Always know what to expect from your data.

Business intelligence as code: build fast, interactive data visualizations in SQL and markdown

Automatically visualize your pandas dataframe via a single print! 📊 💡

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

Beautiful visualizations of how language differs among document types.

Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.

Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer

Interactively explore unstructured datasets from your dataframe.

Automatically find issues in image datasets and practice data-centric computer vision.

Compilation of R and Python programming codes on the Data Professor YouTube channel.

Developer-first embedded analytics

Build 12 Data Apps in Python with Streamlit

Kernel Density Estimation in Python

Complete-Life-Cycle-of-a-Data-Science-Project

Ways of doing Data Science Engineering and Machine Learning in R and Python

skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.

Code review for data in dbt

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.