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! 📊 💡

Next generation of automated data exploratory analysis and visualization platform.

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.

:crown: Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA

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.

Hands-on Exploratory Data Analysis with Python, published by Packt

Build 12 Data Apps in Python with Streamlit

Tools for exploratory data analysis in Python

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.

Preliminary Exploratory Visualisation of Data

A list of software and papers related to automatic and fast Exploratory Data Analysis

Series and Panels for Real-time and Exploratory Analysis of Data Streams

A machine learning approach to classify songs by mood.

data⎰describe: Pythonic EDA Accelerator for Data Science

Plotting Assignment 1 for Exploratory Data Analysis

this repository features assignments and projects from the iNeuron full stack data science course, providing valuable resources for learners to enhance their skills and apply their knowledge.