113 Open Source Exploratory Data Analysis Software Projects
Free and open source exploratory data analysis code projects including engines, APIs, generators, and tools.
Sweetviz 1897 ⭐
Visualize and compare datasets, target values and associations, with one line of code.
Data Science Your Way 552 ⭐
Ways of doing Data Science Engineering and Machine Learning in R and Python
Datavisualization 241 ⭐
Tutorials on visualizing data using python packages like bokeh, plotly, seaborn and igraph
Lotteryprediction 216 ⭐
:full_moon_with_face: 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.
Autoeda Resources 347 ⭐
A list of software and papers related to automatic and fast Exploratory Data Analysis
Harunurrashid97 100 Days Of Ml Code 184 ⭐
A day to day plan for this challenge. Covers both theoritical and practical aspects
Spark R Notebooks 114 ⭐
R on Apache Spark (SparkR) tutorials for Big Data analysis and Machine Learning as IPython / Jupyter notebooks
Hn_so_analysis 97 ⭐
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 114 ⭐
Exploratory data analysis 📊using python 🐍of used car 🚘 database taken from ⓚ𝖆𝖌𝖌𝖑𝖊
Edator 75 ⭐
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 76 ⭐
Data journalism and easy to replicate notebooks using Python, R, and Web visualisations
Breast Cancer Risk Prediction 109 ⭐
Classification of Breast Cancer diagnosis Using Support Vector Machines
Densenet Mura Pytorch 59 ⭐
Implementation of DenseNet model on Standford's MURA dataset using PyTorch
Kushner_eb5_census 49 ⭐
Jared Kushner and his partners used a program meant for job-starved areas to build a luxury skyscraper
Leila 56 ⭐
Librería para la evaluación de calidad de datos, e interacción con el portal de datos.gov.co
Must Read Papers For Ml 162 ⭐
Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer
Predicting Football Match Outcome Using Machine Learning 52 ⭐
Football Match prediction using machine learning algorithms in jupyter notebook
Learnr 56 ⭐
Exploratory, Inferential and Predictive data analysis. Feel free to show your :heart: by giving a star :star:
Exploratory_data_analysis_visualization_python 65 ⭐
Data analysis and visualization with PyData ecosystem: Pandas, Matplotlib Numpy, and Seaborn
Furniture 42 ⭐
The furniture R package contains table1 for publication-ready simple and stratified descriptive statistics, tableC for publication-ready correlation matrixes, and other tables #rstats
Human Resource Analytics And Employee Churn Prediction 31 ⭐
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?
Exploripy 37 ⭐
Pre-Modelling Analysis of the data, by doing various exploratory data analysis and Statistical Test.
Nostradamus 30 ⭐
🧠 An open-source machine learning application for analyzing software defect reports extracted from bug tracking systems.
Exploration 30 ⭐
Science des Données Saison 2: Exploration statistique multidimensionnelle, ACP, AFC, AFD, Classification non supervisée
Fsharpgephistreamer 23 ⭐
F# functions for streaming any kind of graph/network data to the network visualization tool gephi
Metaomgraph 28 ⭐
MetaOmGraph: a workbench for interactive exploratory data analysis of large expression datasets
Campaign Critic 16 ⭐
A web app that helps Kickstarter creators increase their chances of being funded
Automobile Dataset Analysis 23 ⭐
This project analyzes and visualizes the Used Car Prices from the Automobile dataset in order to predict the most probable car price
Data Science 101 19 ⭐
Notes and tutorials on how to use python, pandas, seaborn, numpy, matplotlib, scipy for data science.
Ibm Ml With Python Capstone Project 13 ⭐
My capstone project for the course IBM Data Science ML with Python .
End To End Lead Scoring 17 ⭐
An end-to-end enterprise-grade example of working a data science problem.
Pranavsuri Data Analyst Nanodegree 13 ⭐
This repo consists of the projects that I completed as a part of the Udacity's Data Analyst Nanodegree's curriculum.
Lending_loan_prediction 13 ⭐
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.
Kuntal G Books 10 ⭐
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
Exploratory_data_analysis Wine_quality_dataset 20 ⭐
read my blog @ https://medium.com/@theprasadpatil/exploratory-data-analysis-8fc1cb20fd15
Dataprofessor Code 534 ⭐
Compilation of R and Python programming codes on the Data Professor YouTube channel.
Skimpy 146 ⭐
skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.
The Sparks Foundation 77 ⭐
📌 This repo. Contains Basic - Advance level Machine learning / business analysis Projects. 👨💻
Olliepy 46 ⭐
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.
Mebauer Data Analysis Using Python 64 ⭐
Data Analysis Using Python: A Beginner’s Guide Featuring NYC Open Data
Data Inspector 36 ⭐
Data Inspector is an open-source python library that brings 15++ types of different functions to make EDA, data cleaning easier.
Data Science Series 32 ⭐
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!
Shaildeliwala Experiments 18 ⭐
Code and notebooks containing my experiments in data science, EDA, visualization, and machine learning
Dqlab Career Track 17 ⭐
A collection of scripts written to complete DQLab Data Analyst Career Track 📊
Market_basket_analysis 15 ⭐
Market Basket Analysis with Recommendation Algorithms & Shiny App Implementation of a Product Recommendation System for an Online Retailer
Edge2guard 14 ⭐
Code for PerCom Workshop paper title 'Edge2Guard: Botnet Attacks Detecting Offline Models for Resource-Constrained IoT Devices'
Data Purifier 12 ⭐
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.
Lastancientone Data Science 12 ⭐
Using Kaggle Data and Real World Data for Data Science and prediction in Python, R, Excel, Power BI, and Tableau.