The Top 862 Exploratory Data Analysis Open Source Projects

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The Top 862 Exploratory Data Analysis Open Source Projects

Categories > Data Processing > Exploratory Data Analysis

Pandas Profiling ⭐ 9,893

Create HTML profiling reports from pandas DataFrame objects

dependent packages 84total releases 30most recent commit 18 hours ago

Great_expectations ⭐ 7,714

Always know what to expect from your data.

dependent packages 33total releases 179most recent commit 18 hours ago

Lux ⭐ 4,303

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

total releases 18most recent commit 9 days ago

Cleanlab ⭐ 4,271

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

dependent packages 3total releases 18most recent commit a day ago

Sweetviz ⭐ 2,047

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

dependent packages 8total releases 32most recent commit 6 months ago

Scattertext ⭐ 1,992

Beautiful visualizations of how language differs among document types.

dependent packages 2total releases 135most recent commit a month ago

Dataprep ⭐ 1,436

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

dependent packages 1total releases 34most recent commit 15 days ago

Dora ⭐ 562

Tools for exploratory data analysis in Python

most recent commit 2 years ago

Data Science Your Way ⭐ 532

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

most recent commit 2 years ago

Code ⭐ 459

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

most recent commit a year ago

Kdepy ⭐ 426

Kernel Density Estimation in Python

dependent packages 3total releases 26most recent commit 15 days ago

Visdat ⭐ 408

Preliminary Exploratory Visualisation of Data

dependent packages 5total releases 4most recent commit 2 months ago

Hands On Exploratory Data Analysis With Python ⭐ 389

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

most recent commit 2 months ago

Streamlit_freecodecamp ⭐ 385

Build 12 Data Apps in Python with Streamlit

most recent commit a month ago

Musicmood ⭐ 373

A machine learning approach to classify songs by mood.

most recent commit 6 years ago

Complete Life Cycle Of A Data Science Project ⭐ 353

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

most recent commit 3 days ago

Autoeda Resources ⭐ 299

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

most recent commit a year ago

Data Describe ⭐ 292

data⎰describe: Pythonic EDA Accelerator for Data Science

total releases 3most recent commit 9 months ago

Bigvis ⭐ 275

Exploratory data analysis for large datasets (10-100 million observations)

most recent commit 7 years ago

Skimpy ⭐ 263

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

dependent packages 1total releases 5most recent commit a day ago

Inspectdf ⭐ 236

🛠️ 📊 Tools for Exploring and Comparing Data Frames

total releases 11most recent commit 4 months ago

Lotteryprediction ⭐ 225

🌝 Lottery prediction besides of following "law of proability","Probability: Independent Events", there are still "Saying "a Tail is due", or "just one more go, my luck is due to change" is called The Gambler's Fallacy" existed.

most recent commit a month ago

Feature Engineering Tutorials ⭐ 217

Data Science Feature Engineering and Selection Tutorials

most recent commit 14 days ago

Datavisualization ⭐ 216

Tutorials on visualizing data using python packages like bokeh, plotly, seaborn and igraph

most recent commit 5 years ago

Piperider ⭐ 202

Data Reliability Tool for SQL-based data source

total releases 79most recent commit 2 days ago

100 Days Of Ml Code ⭐ 187

A day to day plan for this challenge. Covers both theoritical and practical aspects

most recent commit 5 months ago

Data Analysis Using Python ⭐ 185

Data Analysis Using Python: A Beginner’s Guide Featuring NYC Open Data

most recent commit 3 months ago

Ditching Excel For Python ⭐ 175

Functionalities in Excel translated to Python

most recent commit 2 years ago

Pycon 2017 Eda Tutorial ⭐ 168

Resources for the PyCon 2017 tutorial, "Exploratory data analysis in python"

most recent commit 4 years ago

Handyspark ⭐ 129

HandySpark - bringing pandas-like capabilities to Spark dataframes

total releases 7most recent commit 4 years ago

Spark R Notebooks ⭐ 109

R on Apache Spark (SparkR) tutorials for Big Data analysis and Machine Learning as IPython / Jupyter notebooks

most recent commit 5 years ago

Xda ⭐ 108

R package for exploratory data analysis

most recent commit 5 years ago

How To Score 0.8134 In Titanic Kaggle Challenge ⭐ 105

Solution of the Titanic Kaggle competition

most recent commit 2 years ago

Impy ⭐ 100

Impy is a Python3 library with features that help you in your computer vision tasks.

most recent commit 4 years ago

Your First Kaggle Submission ⭐ 97

How to perform an exploratory data analysis on the Kaggle Titanic dataset and make a submission to the leaderboard.

most recent commit 4 years ago

Pythonplot.com ⭐ 96

📈 Interactive comparison of Python plotting libraries for exploratory data analysis. Examples of using Pandas plotting, plotnine, Seaborn, and Matplotlib.

most recent commit 2 years ago

Hn_so_analysis ⭐ 94

Is there a relationship between popularity of a given technology on Stack Overflow (SO) and Hacker News (HN)? And a few words about causality

most recent commit 4 years ago

Divvy ⭐ 93

Fast and intuitive exploratory data analysis

most recent commit 7 years ago

Expandar ⭐ 88

R Package for Interactive Panel Data Exploration

total releases 7most recent commit 2 years ago

Breast Cancer Risk Prediction ⭐ 83

Classification of Breast Cancer diagnosis Using Support Vector Machines

most recent commit 2 years ago

Edator ⭐ 74

A python package that performs exploratory data analysis for users. Additionally, it generates 3 types of output files (cleaned CSV, plots and a text report).

most recent commit 2 years ago

Kana ⭐ 71

Single cell RNA-seq analysis in the browser

most recent commit 23 days ago

Data Journalism ⭐ 69

Data journalism and easy to replicate notebooks using Python, R, and Web visualisations

most recent commit 5 years ago

Ineuron Full Stack Data Science Assignments ⭐ 68

This Repository consists of Assignments and projects of the iNeuron Full Stack Data Science Course

most recent commit 19 days ago

The Sparks Foundation ⭐ 68

📌 This repo. Contains Basic - Advance level Machine learning / business analysis Projects. 👨‍💻

most recent commit a year ago

Classix ⭐ 68

🐝 Fast and explainable clustering based on sorting

total releases 57most recent commit 6 days ago

Vtree ⭐ 67

An R package for calculating and drawing variable trees

total releases 8most recent commit 8 days ago

Mltools ⭐ 66

Exploratory and diagnostic machine learning tools for R

dependent packages 4total releases 8most recent commit a year ago

Edarf ⭐ 61

exploratory data analysis using random forests

dependent packages 1total releases 3most recent commit 5 years ago

Correlationfunnel ⭐ 59

Speed Up Exploratory Data Analysis (EDA)

total releases 2most recent commit 2 years ago

Data Analysis Using Python ⭐ 58

Exploratory data analysis 📊using python 🐍of used car 🚘 database taken from ⓚ𝖆𝖌𝖌𝖑𝖊

most recent commit 4 years ago

Must Read Papers For Ml ⭐ 57

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

most recent commit 2 years ago

Leila ⭐ 56

Librería para la evaluación de calidad de datos, e interacción con el portal de datos.gov.co

total releases 2most recent commit a year ago

Densenet Mura Pytorch ⭐ 49

Implementation of DenseNet model on Standford's MURA dataset using PyTorch

most recent commit 4 years ago

Kushner_eb5_census ⭐ 47

Jared Kushner and his partners used a program meant for job-starved areas to build a luxury skyscraper

most recent commit 6 years ago

Desctools ⭐ 47

Tools for Descriptive Statistics and Exploratory Data Analysis

dependent packages 71total releases 42most recent commit 2 months ago

Sparkora ⭐ 46

Powerful rapid automatic EDA and feature engineering library with a very easy to use API 🌟

most recent commit a year ago

Exdata ⭐ 44

Exploratory Data Analysis with R

most recent commit 3 years ago

Furniture ⭐ 43

The furniture R package contains table1 for publication-ready simple and stratified descriptive statistics, tableC for publication-ready correlation matrixes, and other tables #rstats

most recent commit 8 months ago

Dqlab Career Track ⭐ 42

A collection of scripts written to complete DQLab Data Analyst Career Track 📊

most recent commit 3 months ago

Data Science Series ⭐ 42

For all those who're struggling to find a good hands-on resource (with case studies) to master their Data Science skills, Here's all what you need!

most recent commit 2 months ago

Olliepy ⭐ 41

OlliePy is a python package which can help data scientists in exploring their data and evaluating and analysing their machine learning experiments by utilising the power and structure of modern web applications. The data scientist only needs to provide the data and any required information and OlliePy will generate the rest.

total releases 33most recent commit 2 years ago

Sequence Mining ⭐ 39

Probabilistic Sequence Mining

most recent commit 5 years ago

Exploratory Data Analysis With Pandas And Python 3.x ⭐ 36

Exploratory Data Analysis with Pandas and Python 3.x, published by Packt

most recent commit a month ago

Loon ⭐ 36

A Toolkit for Interactive Statistical Data Visualization

dependent packages 7total releases 17most recent commit 9 months ago

Desbordante ⭐ 34

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.

most recent commit 5 days ago

Smarteda ⭐ 34

a R package for data exploratory analysis

most recent commit 5 days ago

Data Inspector ⭐ 33

Data Inspector is an open-source python library that brings 15++ types of different functions to make EDA, data cleaning easier.

total releases 17most recent commit a year ago

Burrito ⭐ 31

A visualization tool for exploratory data analysis of metagenomic data

most recent commit 9 months ago

Nostradamus ⭐ 30

🧠 An open-source machine learning application for analyzing software defect reports extracted from bug tracking systems.

most recent commit a year ago

Metaomgraph ⭐ 30

MetaOmGraph: a workbench for interactive exploratory data analysis of large expression datasets

most recent commit 9 months ago

Learnr ⭐ 30

Exploratory, Inferential and Predictive data analysis. Feel free to show your ❤️ by giving a star ⭐️

most recent commit 3 years ago

Predicting Football Match Outcome Using Machine Learning ⭐ 29

Football Match prediction using machine learning algorithms in jupyter notebook

most recent commit 4 years ago

Spotify Artists Analysis ⭐ 29

An exploratory data analysis and data visualization project using data from Spotify Web API

most recent commit 4 years ago

Data Purifier ⭐ 26

A Python library for Automated Exploratory Data Analysis, Automated Data Cleaning, and Automated Data Preprocessing For Machine Learning and Natural Language Processing Applications in Python.

most recent commit 7 months ago

Exploratory_data_analysis_visualization_python ⭐ 26

Data analysis and visualization with PyData ecosystem: Pandas, Matplotlib Numpy, and Seaborn

most recent commit 5 years ago

Exploration ⭐ 26

Science des Données Saison 2: Exploration statistique multidimensionnelle, ACP, AFC, AFD, Classification non supervisée

most recent commit 2 years ago

World Cup 2018 ⭐ 25

An exploratory data analysis and data visualization project for World Cup 2018

most recent commit 4 years ago

Human Resource Analytics And Employee Churn Prediction ⭐ 24

A Data science and Analytics project with the main aim of doing some Descriptive and Exploratory Data Analysis and then applying predictive modelling for predicting why and which are the best and most experienced employees leaving prematurely?

most recent commit 4 years ago

Pcaworkshop ⭐ 22

An introduction to matrix factorization and PCA and SVD.

most recent commit a year ago

Amazon Accessible Rl Sdk ⭐ 22

A2RL is a Python library for offline reinforcement learning

most recent commit 21 days ago

Exploripy ⭐ 21

Pre-Modelling Analysis of the data, by doing various exploratory data analysis and Statistical Test.

total releases 14most recent commit 3 years ago

Fraud Analysis ⭐ 21

Insurance fraud claims analysis project

most recent commit 2 years ago

Automobile Dataset Analysis ⭐ 20

This project analyzes and visualizes the Used Car Prices from the Automobile dataset in order to predict the most probable car price

most recent commit 2 years ago

Msds593 ⭐ 20

MSDS593 -- Exploratory data analysis (EDA) at the University of San Francisco

most recent commit a year ago

Fsharpgephistreamer ⭐ 19

F# functions for streaming any kind of graph/network data to the network visualization tool gephi

total releases 8most recent commit 3 years ago

Walmart Sales Prediction ⭐ 19

most recent commit 5 years ago

Pacbioeda ⭐ 18

Python scripts for Exploratory Data Analysis of Pacific Biosciences sequence data

most recent commit 8 years ago

Hnet ⭐ 18

Association ruled based networks using graphical Hypergeometric Networks.

total releases 31most recent commit 2 months ago

The Data Analysis Workshop ⭐ 18

A New Interactive Approach to Learning Data Analysis

most recent commit 2 years ago

Ml ⭐ 18

A 60 days+ streak of daily learning of ML/DL/Maths concepts through projects

most recent commit 2 years ago

Dswebinar ⭐ 18

Data Science Webinars

most recent commit 4 months ago

Adult Income Analysis ⭐ 18

Exploratory data analysis for the Adult or Census Income dataset from UCI Machine Learning Repository : https://archive.ics.uci.edu/ml/datasets/adult

most recent commit 5 years ago

Arabica ⭐ 17

Python package for exploratory text data analysis

most recent commit 9 days ago

Carpools ⭐ 17

Exploratory data analysis for pooled CRISPR/Cas9 screens

most recent commit 6 years ago

Edapy ⭐ 16

Exploratory Data Analysis with Python

total releases 7most recent commit 10 months ago

Campaign Critic ⭐ 16

A web app that helps Kickstarter creators increase their chances of being funded

most recent commit 5 years ago

Student Grade Analytics ⭐ 16

Analyse academic and non-academic information of students and predict grades

most recent commit a year ago

Archaic ⭐ 16

Exploration, clustering, visualization and classification of DNA damage patterns

most recent commit 2 years ago

Ml Projects ⭐ 16

This repository contains a collection of some beginner friendly ML projects

most recent commit 25 days ago

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