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Data-Centric-AI-Community/ydata-profiling

A Python library for fast, customizable, and interactive data profiling and exploratory data analysis.

13.4K

Active

Python

Data Profiling

Python

#data-profiling#exploratory-data-analysis#data-quality

cleanlab/cleanlab

An open-source library for data-centric AI with tools for data quality and machine learning on messy, real-world data.

11.4K

Active

Python

Data Quality

Python

#data-centric-ai#data-quality#data-cleaning

great-expectations/great_expectations

A Python library that helps ensure data quality and reliability through data profiling and testing.

11.2K

Active

Python

ETL & Pipelines

#data-quality#data-testing#data-profiling

evidence-dev/evidence

A business intelligence platform that allows developers to build interactive data visualizations in SQL and Markdown.

6.0K

Stable

JavaScript

Charts & Visualization

Databases

Svelte

#analytics#business-intelligence#dashboard

lux-org/lux

Automatically visualize your pandas dataframes with a single print command, enabling quick EDA.

5.4K

Archived

Python

Data Visualization

CLI Tools

Python

#data-science#exploratory-data-analysis#pandas

JasonKessler/scattertext

A Python library for creating beautiful visualizations of language differences across document types.

2.3K

Experimental

Python

Data Visualization

Natural Language Processing

#text-visualization#natural-language-processing#exploratory-data-analysis

hurshd0/must-read-papers-for-ml

A curated collection of must-read papers for Data Science, Machine Learning, and Deep Learning enthusiasts

1.3K

Archived

Papers

#machine-learning#deep-learning#data-science

Renumics/spotlight

Interactively explore unstructured datasets like audio, images, and video using this TypeScript library.

1.3K

Active

TypeScript

Computer Vision

Caching

React

#data-visualization#exploratory-data-analysis#unstructured-data

cleanlab/cleanvision

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

1.2K

Active

Python

Computer Vision

Data Exploration

Python

#computer-vision#data-quality#data-profiling

dataprofessor/code

Compilation of R and Python programming codes for data science and machine learning projects.

1.0K

Active

Jupyter Notebook

ORMs & Query Builders

Databases

Python

#data-science#machine-learning#exploratory-data-analysis

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