Awesome Open Source
Awesome Open Source
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The Top 28 Exploratory Data Analysis Open Source Projects

Categories > Data Processing > Exploratory Data Analysis
Pandas Profiling ⭐ 7,099
Create HTML profiling reports from pandas DataFrame objects
Great_expectations ⭐ 4,192
Always know what to expect from your data.
Lux ⭐ 2,048
Python API for Intelligent Visual Data Discovery
Scattertext ⭐ 1,543
Beautiful visualizations of how language differs among document types.
Sweetviz ⭐ 1,520
Visualize and compare datasets, target values and associations, with one line of code.
Dataprep ⭐ 675
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
Musicmood ⭐ 388
A machine learning approach to classify songs by mood.
Visdat ⭐ 378
Preliminary Exploratory Visualisation of Data
Code ⭐ 308
Compilation of R and Python programming codes on the Data Professor YouTube channel.
Autoeda Resources ⭐ 276
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
Kdepy ⭐ 246
Kernel Density Estimation in Python
Datavisualization ⭐ 235
Tutorials on visualizing data using python packages like bokeh, plotly, seaborn and igraph
Lotteryprediction ⭐ 202
🌝 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.
Inspectdf ⭐ 196
🛠️ 📊 Tools for Exploring and Comparing Data Frames
Mirador ⭐ 186
Tool for visual exploration of complex data.
Ditching Excel For Python ⭐ 175
Functionalities in Excel translated to Python
100 Days Of Ml Code ⭐ 173
A day to day plan for this challenge. Covers both theoritical and practical aspects
Handyspark ⭐ 158
HandySpark - bringing pandas-like capabilities to Spark dataframes
Complete Life Cycle Of A Data Science Project ⭐ 149
Complete-Life-Cycle-of-a-Data-Science-Project
Xda ⭐ 112
R package for exploratory data analysis
Impy ⭐ 110
Impy is a Python3 library with features that help you in your computer vision tasks.
Spark R Notebooks ⭐ 109
R on Apache Spark (SparkR) tutorials for Big Data analysis and Machine Learning as IPython / Jupyter notebooks
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
Data Analysis Using Python ⭐ 91
Exploratory data analysis 📊using python 🐍of used car 🚘 database taken from ⓚ𝖆𝖌𝖌𝖑𝖊
Kaggle Competitions ⭐ 86
There are plenty of courses and tutorials that can help you learn machine learning from scratch but here in GitHub, I want to solve some Kaggle competitions as a comprehensive workflow with python packages. After reading, you can use this workflow to solve other real problems and use it as a template.
Edarf ⭐ 62
exploratory data analysis using random forests
1-28 of 28 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210