The Top 554 Exploratory Data Analysis Open Source Projects on Github

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Combined Topics

exploratory-data-analysis x

Advertising 📦 9

Application Programming Interfaces 📦 120

Applications 📦 181

Artificial Intelligence 📦 72

Blockchain 📦 70

Build Tools 📦 111

Cloud Computing 📦 79

Code Quality 📦 28

Collaboration 📦 30

Command Line Interface 📦 48

Community 📦 81

Companies 📦 60

Compilers 📦 60

Computer Science 📦 74

Configuration Management 📦 39

Content Management 📦 167

Control Flow 📦 197

Data Formats 📦 77

Data Processing 📦 266

Data Storage 📦 132

Economics 📦 60

Frameworks 📦 198

Graphics 📦 103

Hardware 📦 148

Integrated Development Environments 📦 47

Learning Resources 📦 147

Libraries 📦 119

Lists Of Projects 📦 21

Machine Learning 📦 336

Mapping 📦 61

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 97

Networking 📦 304

Operating Systems 📦 84

Operations 📦 120

Package Managers 📦 52

Programming Languages 📦 229

Runtime Environments 📦 96

Science 📦 42

Security 📦 375

Social Media 📦 26

Software Architecture 📦 70

Software Development 📦 68

Software Performance 📦 57

Software Quality 📦 127

Text Editors 📦 45

Text Processing 📦 131

User Interface 📦 310

User Interface Components 📦 465

Version Control 📦 29

Virtualization 📦 68

Web Browsers 📦 38

Web Servers 📦 25

Web User Interface 📦 194

The Top 554 Exploratory Data Analysis Open Source Projects on Github

Categories > Data Processing > Exploratory Data Analysis

Pandas Profiling ⭐ 7,938

Create HTML profiling reports from pandas DataFrame objects

Great_expectations ⭐ 4,999

Always know what to expect from your data.

Python API for Intelligent Visual Data Discovery

Sweetviz ⭐ 1,715

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

Scattertext ⭐ 1,623

Beautiful visualizations of how language differs among document types.

Dataprep ⭐ 962

DataPrep — The easiest way to prepare data in Python

Data Science Your Way ⭐ 532

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

Preliminary Exploratory Visualisation of Data

Musicmood ⭐ 373

A machine learning approach to classify songs by mood.

Autoeda Resources ⭐ 299

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

Data Describe ⭐ 271

data⎰describe: Pythonic EDA Accelerator for Data Science

Kernel Density Estimation in Python

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

Complete Life Cycle Of A Data Science Project ⭐ 217

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

Datavisualization ⭐ 216

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

Machine_learning_and_deep_learning ⭐ 216

Inspectdf ⭐ 208

🛠️ 📊 Tools for Exploring and Comparing Data Frames

Lotteryprediction ⭐ 198

🌝 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.

Mirador ⭐ 185

Tool for visual exploration of complex data.

Ditching Excel For Python ⭐ 175

Functionalities in Excel translated to Python

100 Days Of Ml Code ⭐ 174

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

Handyspark ⭐ 129

HandySpark - bringing pandas-like capabilities to Spark dataframes

Spark R Notebooks ⭐ 109

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

R package for exploratory data analysis

How To Score 0.8134 In Titanic Kaggle Challenge ⭐ 105

Solution of the Titanic Kaggle competition

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

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

Expandar ⭐ 88

R Package for Interactive Panel Data Exploration

Breast Cancer Risk Prediction ⭐ 83

Classification of Breast Cancer diagnosis Using Support Vector Machines

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

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).

Data Journalism ⭐ 69

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

Exploratory and diagnostic machine learning tools for R

exploratory data analysis using random forests

Correlationfunnel ⭐ 59

Speed Up Exploratory Data Analysis (EDA)

Data Analysis Using Python ⭐ 58

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

Must Read Papers For Ml ⭐ 57

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

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

An R package for calculating and drawing variable trees

Densenet Mura Pytorch ⭐ 49

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

Kushner_eb5_census ⭐ 47

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

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.

Furniture ⭐ 39

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

Sequence Mining ⭐ 39

Probabilistic Sequence Mining

The Sparks Foundation ⭐ 39

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

A Toolkit for Interactive Statistical Data Visualization

Data Inspector ⭐ 33

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

Data Analysis Using Python ⭐ 32

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

Data Science Series ⭐ 31

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!

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

Predicting Football Match Outcome Using Machine Learning ⭐ 29

Football Match prediction using machine learning algorithms in jupyter notebook

Nostradamus ⭐ 27

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

Exploration ⭐ 26

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

Exploratory_data_analysis_visualization_python ⭐ 26

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

Metaomgraph ⭐ 26

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

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?

Pcaworkshop ⭐ 22

An introduction to matrix factorization and PCA and SVD.

Smarteda ⭐ 22

a R package for data exploratory analysis

Kaggle Kernels (Python, R, Jupyter Notebooks)

Fraud Analysis ⭐ 21

Insurance fraud claims analysis project

Exploripy ⭐ 21

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

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

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

Fsharpgephistreamer ⭐ 19

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

Walmart Sales Prediction ⭐ 19

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

The Data Analysis Workshop ⭐ 18

A New Interactive Approach to Learning Data Analysis

Campaign Critic ⭐ 16

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

Exploration, clustering, visualization and classification of DNA damage patterns

ADENINE: A Data ExploratioN PipelINE

Exploratory Data Analysis with Python

Itemset Mining ⭐ 15

Probabilistic Itemset Mining

Create tidyverse-friendly tables of frequencies

Data Science 101 ⭐ 14

Notes and tutorials on how to use python, pandas, seaborn, numpy, matplotlib, scipy for data science.

Edge2guard ⭐ 12

Code for PerCom Workshop paper title 'Edge2Guard: Botnet Attacks Detecting Offline Models for Resource-Constrained IoT Devices'

🚴🏅📊Tour de France winners and stages data

Data Analyst Nanodegree ⭐ 12

This repo consists of the projects that I completed as a part of the Udacity's Data Analyst Nanodegree's curriculum.

Nycbuildingenergyuse ⭐ 11

Creating Regression Models Of Building Emissions On Google Cloud

Open Data Explorer ⭐ 11

To promote exploration and use of open data - currently in beta

Eda_python ⭐ 11

Sample Jupyter book about basics of Exploratory Data Analysis

Inspector Lestrade ⭐ 11

Neural network to predict eye gaze location from front-facing camera

End To End Lead Scoring ⭐ 11

An end-to-end enterprise-grade example of working a data science problem.

Exploratory Data Analysis Tools ⭐ 11

A survey of tools that make EDA more automated.

Data Science ⭐ 11

Using Kaggle Data and Real World Data for Data Science and prediction in Python, R, Excel, Power BI, and Tableau.

Data Analysis using datasets from Kaggle

Data science for psychologists (ds4psy): R package supporting book and course

Monte-Carlo methods for prediction functions

Community Driven Data Science & Machine Learning Experiments at SIESGSTarena

This repository contains code and bonus content which will be added from time to time for the books "Learning Generative Adversarial Network- GAN" and "R Data Analysis Cookbook - 2nd Edition" by Packt

Data Exploration Terser

Pomashiny ⭐ 9

🍎 Web-based User-friendly Workflow for Metabolomics and Proteomics Data Analysis

WIP Jupyter notebook for the D programming language / DSLs written in D

Exploring data together using shiny (burro(w) into the data)

Lending_loan_prediction ⭐ 9

The purpose of this project is to process the dataset, analyze it, do some feature engineering and finally make a predictive loan model for an applicant.

Metacritic ⭐ 8

Metacritic.com games info and reviews

Exploratory Data Analysis With Python ⭐ 8

Exploratory Data Analysis

Market_basket_analysis ⭐ 8

Market Basket Analysis with Recommendation Algorithms & Shiny App Implementation of a Product Recommendation System for an Online Retailer

Flight Price Prediction ⭐ 7

A Flask based Web Application that Predicts the Flight Price using RandomForestRegressor.Its GUI is based on Swagger API. This is hosted on the Heroku platform.

Predicting Baseball Statistics ⭐ 7

Predicting Baseball Statistics: Classification and Regression Applications in Python Using scikit-learn

A library for Time-Series exploration, analysis & modelling.

1-100 of 554 projects

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Advertising 📦 9

Application Programming Interfaces 📦 120

Applications 📦 181

Artificial Intelligence 📦 72

Blockchain 📦 70

Build Tools 📦 111

Cloud Computing 📦 79

Code Quality 📦 28

Collaboration 📦 30

Command Line Interface 📦 48

Community 📦 81

Companies 📦 60

Compilers 📦 60

Computer Science 📦 74

Configuration Management 📦 39

Content Management 📦 167

Control Flow 📦 197

Data Formats 📦 77

Data Processing 📦 266

Data Storage 📦 132

Economics 📦 60

Frameworks 📦 198

Graphics 📦 103

Hardware 📦 148

Integrated Development Environments 📦 47

Learning Resources 📦 147

Libraries 📦 119

Lists Of Projects 📦 21

Machine Learning 📦 336

Mapping 📦 61

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 97

Networking 📦 304

Operating Systems 📦 84

Operations 📦 120

Package Managers 📦 52

Programming Languages 📦 229

Runtime Environments 📦 96

Science 📦 42

Security 📦 375

Social Media 📦 26

Software Architecture 📦 70

Software Development 📦 68

Software Performance 📦 57

Software Quality 📦 127

Text Editors 📦 45

Text Processing 📦 131

User Interface 📦 310

User Interface Components 📦 465

Version Control 📦 29

Virtualization 📦 68

Web Browsers 📦 38

Web Servers 📦 25

Web User Interface 📦 194

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