exploratory-data-analysis
There are 126 repositories under exploratory-data-analysis topic.
ydataai / ydata-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
Language:Python 13245cleanlab / cleanlab
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.
Language:Python 11076great-expectations / great_expectations
Always know what to expect from your data.
Language:Python 10910evidence-dev / evidence
Business intelligence as code: build fast, interactive data visualizations in SQL and markdown
Language:JavaScript 5677- Language:Python 5325
fbdesignpro / sweetviz
Visualize and compare datasets, target values and associations, with one line of code.
Language:Python 3055JasonKessler / scattertext
Beautiful visualizations of how language differs among document types.
Language:Python 2321sfu-db / dataprep
Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.
Language:Python 2208hurshd0 / must-read-papers-for-ml
Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer
- Language:TypeScript 1202
Automatically find issues in image datasets and practice data-centric computer vision.
Language:Python 1130dataprofessor / code
Compilation of R and Python programming codes on the Data Professor YouTube channel.
Language:Jupyter Notebook 1007latitude-dev / latitude
Developer-first embedded analytics
Language:TypeScript 935Build 12 Data Apps in Python with Streamlit
Language:Jupyter Notebook 658achuthasubhash / Complete-Life-Cycle-of-a-Data-Science-Project
Complete-Life-Cycle-of-a-Data-Science-Project
- Language:Jupyter Notebook 627
jadianes / data-science-your-way
Ways of doing Data Science Engineering and Machine Learning in R and Python
Language:Jupyter Notebook 618- piperiderLanguage:Python 492
- skimpy
aeturrell / skimpy
skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.
Language:Python 488 - Language:R 461
mstaniak / autoEDA-resources
A list of software and papers related to automatic and fast Exploratory Data Analysis
Language:HTML 431- desbordante-core
Desbordante / desbordante-core
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.
data-analyticsdata-cleaningdata-cleansingdata-engineeringdata-explorationdata-miningdata-profilingdata-sciencedata-wranglingdata-preprocessingfeature-selectionfeature-engineeringfeature-extractionspreadsheetstabular-dataanomaly-detectiondata-mining-algorithmsexploratory-data-analysisknowledge-discoverycorrelationsLanguage:C++ 429 - Language:OpenEdge ABL 421
data-describe / data-describe
dataโฐdescribe: Pythonic EDA Accelerator for Data Science
Language:Python 302amanovishnu / ineuron-full-stack-data-science-assignments
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.
Language:Jupyter Notebook 296rasgointelligence / feature-engineering-tutorials
Data Science Feature Engineering and Selection Tutorials
Language:Jupyter Notebook 287yangboz / LotteryPrediction
: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.
Language:Jupyter Notebook 286neerjad / DataVisualization
Tutorials on visualizing data using python packages like bokeh, plotly, seaborn and igraph
Language:Jupyter Notebook 270- data-analysis-using-python
mebauer / data-analysis-using-python
Data Analysis Using Python: A Beginnerโs Guide Featuring NYC Open Data.
Language:Jupyter Notebook 269 Jean-njoroge / Breast-cancer-risk-prediction
Classification of Breast Cancer diagnosis Using Support Vector Machines
Language:Jupyter Notebook 260alastairrushworth / inspectdf
๐ ๏ธ ๐ Tools for Exploring and Comparing Data Frames
Language:R 252ank0409 / Ditching-Excel-for-Python
Functionalities in Excel translated to Python
Language:Jupyter Notebook 230- 100-Days-Of-ML-Code
harunurrashid97 / 100-Days-Of-ML-Code
A day to day plan for this challenge. Covers both theoritical and practical aspects
Language:Jupyter Notebook 227 ajaymache / data-analysis-using-python
Exploratory data analysis ๐using python ๐of used car ๐ database taken from โ๐๐๐๐๐
Language:Jupyter Notebook 225dvgodoy / handyspark
HandySpark - bringing pandas-like capabilities to Spark dataframes
Language:Jupyter Notebook 196drshahizan / Python_EDA
This topic explains about the implementation of exploratory data analysis (EDA). A total of 21 EDA case studies have been implemented using the Malaysian dataset.
Language:Jupyter Notebook 193
