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Exploratory Data Analysis Python Packages

Python packages with the GitHub topic exploratory-data-analysis. Sorted by relevance, with stars and monthly downloads.
great-expectations
great-expectations

Always know what to expect from your data.

31.3M 12K 2K
ydataai
ydata-profiling

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

2M 14K 2K
ydataai
pandas-profiling

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

648K 14K 2K
great-expectations
great-expectations-experimental

Always know what to expect from your data.

539K 12K 2K
great-expectations
acryl-great-expectations

Always know what to expect from your data.

423K 12K 2K
fbdesignpro
sweetviz

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

144K 3K 288
tommyod
kdepy

Kernel Density Estimation in Python

65K 644 103
cleanlab
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.

62K 11K 893
zhihanyue
qgridnext

Advancing QGrid, an interactive grid for exploring DataFrames in JupyterLab/Notebook

17K 38 2
JasonKessler
scattertext

Beautiful visualizations of how language differs among document types.

16K 2K 285
InfuseAI
piperider-nightly

Code review for data in dbt

15K 494 23
darenr
report-creator

Tool to assemble HTML reports and Slide decks using python components with charts and diagrams and formatted text.

13K 12 1
dvgodoy
handyspark

HandySpark - bringing pandas-like capabilities to Spark dataframes

12K 200 27
sfu-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.

12K 2K 224
cleanlab
cleanvision

Automatically find issues in image datasets and practice data-centric computer vision.

10K 1K 82
Data-Centric-AI-Community
fg-data-profiling

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

10K 14K 2K
InfuseAI
piperider

Code review for data in dbt

3K 494 23
PetrKorab
arabica

Python package for text mining of time-series data

3K 75 16
desbordante
desbordante

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.

3K 478 100
SmooSenseAI
smoosense

Interactively browse multimodal tabular data

3K 110 14
lux-org
lux-api

Automatically visualize your pandas dataframe via a single print! 📊 💡

2K 5K 382
Tim-Abwao
eda-report

Automatically perform exploratory data analysis, and generate a report in Word '.docx' format.

1K 10 0
data-describe
data-describe

data⎰describe: Pythonic EDA Accelerator for Data Science

1K 302 19
awslabs
a2rl

A2RL is a Python library for offline reinforcement learning

1K 36 7
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