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The Top 23 Exploratory Data Analysis Open Source Projects

Open source projects categorized as Exploratory Data Analysis
Categories > Data Processing > Exploratory Data Analysis
Ydata Profiling ⭐ 12,907
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
dependent packages 116total releases 40most recent commit a month agopypi pandas-profiling} Downloads
Cleanlab ⭐ 10,485
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
dependent packages 8total releases 24most recent commit 2 months agopypi cleanlab} Downloads
Great_expectations ⭐ 9,179
Always know what to expect from your data.
dependent packages 53total releases 256most recent commit a year agopypi great-expectations} Downloads
Lux ⭐ 4,642
Automatically visualize your pandas dataframe via a single print! 📊 💡
dependent packages 2total releases 18most recent commit 2 years agopypi lux-api} Downloads
Evidence ⭐ 2,776
Business intelligence as code: build fast, interactive data visualizations in pure SQL and markdown..
most recent commit a year ago
Sweetviz ⭐ 2,687
Visualize and compare datasets, target values and associations, with one line of code.
dependent packages 14total releases 35most recent commit 2 years agopypi sweetviz} Downloads
Scattertext ⭐ 2,131
Beautiful visualizations of how language differs among document types.
dependent packages 2total releases 148most recent commit 2 years agopypi scattertext} Downloads
Code ⭐ 802
Compilation of R and Python programming codes on the Data Professor YouTube channel.
most recent commit 2 years ago
Spotlight ⭐ 766
Interactively explore unstructured datasets from your dataframe.
dependent packages 3total releases 44most recent commit a year agopypi renumics-spotlight} Downloads
Cleanvision ⭐ 739
Automatically find issues in image datasets and practice data-centric computer vision.
dependent packages 1total releases 10most recent commit 2 years agopypi cleanvision} Downloads
Dora ⭐ 628
Tools for exploratory data analysis in Python
most recent commit a year ago
Data Science Your Way ⭐ 532
Ways of doing Data Science Engineering and Machine Learning in R and Python
most recent commit 4 years ago
Kdepy ⭐ 515
Kernel Density Estimation in Python
dependent packages 16total releases 34most recent commit 2 years agopypi KDEpy} Downloads
Streamlit_freecodecamp ⭐ 504
Build 12 Data Apps in Python with Streamlit
most recent commit 2 years ago
Complete Life Cycle Of A Data Science Project ⭐ 499
Complete-Life-Cycle-of-a-Data-Science-Project
most recent commit a year ago
Must Read Papers For Ml ⭐ 446
Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer
most recent commit 2 years ago
Musicmood ⭐ 373
A machine learning approach to classify songs by mood.
most recent commit 9 years ago
Skimpy ⭐ 332
skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.
dependent packages 3total releases 10most recent commit a year agopypi skimpy} Downloads
Autoeda Resources ⭐ 299
A list of software and papers related to automatic and fast Exploratory Data Analysis
most recent commit 4 years ago
Bigvis ⭐ 275
Exploratory data analysis for large datasets (10-100 million observations)
most recent commit 10 years ago
Lotteryprediction ⭐ 261
🌝 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 year ago
Inspectdf ⭐ 236
🛠️ 📊 Tools for Exploring and Comparing Data Frames
total releases 12most recent commit 3 years ago
Datavisualization ⭐ 216
Tutorials on visualizing data using python packages like bokeh, plotly, seaborn and igraph
most recent commit 7 years ago
The 10 Most Depended On Exploratory Data Analysis Open Source Projects
Ydata Profiling ⭐ 12,907
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
dependent packages 116total releases 40latest release February 03, 2023most recent commit a month agopypi pandas-profiling} Downloads
Desctools ⭐ 65
Tools for Descriptive Statistics and Exploratory Data Analysis
dependent packages 86total releases 47latest release November 20, 2023most recent commit a year ago
Great_expectations ⭐ 9,179
Always know what to expect from your data.
dependent packages 53total releases 256latest release December 08, 2023most recent commit a year agopypi great-expectations} Downloads
Kdepy ⭐ 515
Kernel Density Estimation in Python
dependent packages 16total releases 34latest release October 09, 2023most recent commit 2 years agopypi KDEpy} Downloads
Sweetviz ⭐ 2,687
Visualize and compare datasets, target values and associations, with one line of code.
dependent packages 14total releases 35latest release November 29, 2023most recent commit 2 years agopypi sweetviz} Downloads
Cleanlab ⭐ 10,485
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
dependent packages 8total releases 24latest release September 11, 2023most recent commit 2 months agopypi cleanlab} Downloads
Mltools ⭐ 66
Exploratory and diagnostic machine learning tools for R
dependent packages 8total releases 8latest release May 12, 2018most recent commit 4 years ago
Loon ⭐ 45
A Toolkit for Interactive Statistical Data Visualization
dependent packages 7total releases 18latest release June 15, 2023most recent commit 2 years ago
Skimpy ⭐ 332
skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.
dependent packages 3total releases 10latest release September 11, 2023most recent commit a year agopypi skimpy} Downloads
Spotlight ⭐ 766
Interactively explore unstructured datasets from your dataframe.
dependent packages 3total releases 44latest release December 07, 2023most recent commit a year agopypi renumics-spotlight} Downloads
The 10 Latest Releases In Exploratory Data Analysis Open Source Projects
Great_expectations ⭐ 9,179
Always know what to expect from your data.
dependent packages 53total releases 256latest release December 08, 2023most recent commit a year agopypi great-expectations} Downloads
Spotlight ⭐ 766
Interactively explore unstructured datasets from your dataframe.
dependent packages 3total releases 44latest release December 07, 2023most recent commit a year agopypi renumics-spotlight} Downloads
Sweetviz ⭐ 2,687
Visualize and compare datasets, target values and associations, with one line of code.
dependent packages 14total releases 35latest release November 29, 2023most recent commit 2 years agopypi sweetviz} Downloads
Sliceguard ⭐ 43
A library for detecting problematic data segments in structured and unstructured data with few lines of code.
dependent packages 1total releases 32latest release November 28, 2023most recent commit a year agopypi sliceguard} Downloads
Desctools ⭐ 65
Tools for Descriptive Statistics and Exploratory Data Analysis
dependent packages 86total releases 47latest release November 20, 2023most recent commit a year ago
Thicket ⭐ 10
total releases 4latest release November 14, 2023most recent commit a year ago
Kdepy ⭐ 515
Kernel Density Estimation in Python
dependent packages 16total releases 34latest release October 09, 2023most recent commit 2 years agopypi KDEpy} Downloads
Cleanlab ⭐ 10,485
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
dependent packages 8total releases 24latest release September 11, 2023most recent commit 2 months agopypi cleanlab} Downloads
Skimpy ⭐ 332
skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.
dependent packages 3total releases 10latest release September 11, 2023most recent commit a year agopypi skimpy} Downloads
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