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Pandas Dataframe

10 projects

Showing 10 of 10 projects

Pandas Profiling
Pandas ProfilingPython

Generate comprehensive data quality profiles and exploratory data analysis reports for Pandas and Spark DataFrames with a single line of code.

#spark#python-library#pandas-profiling
Stars13.7k
Forks1.8k
Last commit3 months ago
YData Profiling
YData ProfilingPython

Generate comprehensive data quality profiling and exploratory data analysis reports for Pandas and Spark DataFrames with a single line of code.

#python-library#pandas-profiling#data-science
Stars13.7k
Forks1.8k
Last commit3 months ago
evidently
evidentlyJupyter Notebook

An open-source Python framework to evaluate, test, and monitor ML and LLM systems with 100+ built-in metrics.

#html-report#hacktoberfest#python-library
Stars7.7k
Forks886
Last commit2 months ago
pandera
panderaPython

A flexible and expressive API for performing statistical data validation on dataframe-like objects.

#data-cleaning#pandas-validation#python-library
Stars4.4k
Forks421
Last commit6 days ago
SweetViz
SweetVizPython

A Python library for automated exploratory data analysis (EDA) with high-density visualizations and target analysis in two lines of code.

#statistical-analysis#data-science#automated-reporting
Stars3.1k
Forks288
Last commit3 months ago
swifter
swifterPython

A Python package that automatically accelerates pandas and Modin DataFrame apply operations by choosing the fastest available method.

#parallelization#parallel-computing#data-science
Stars2.6k
Forks104
Last commit2 years ago
sparkmagic
sparkmagicPython

Jupyter magics and kernels for interactively working with remote Spark clusters via Livy, Lighter, or Ilum.

#apache-spark#spark#notebook
Stars1.4k
Forks443
Last commit10 months ago
dataframe-go
dataframe-goGo

A lightweight and intuitive Go library for data manipulation, statistics, and machine learning using DataFrames.

#data-science#statistics#dataframe
Stars1.3k
Forks100
Last commit4 years ago
pdpipe
pdpipeJupyter Notebook

Easy pipelines for pandas DataFrames.

#data-science#pipeline#dataframe
Stars729
Forks48
Last commit18 days ago
everyrow
everyrowPython

A Python SDK for deploying teams of AI research agents to forecast, score, classify, and gather data at scale.

#python-sdk#semantic-analysis#data-classification
Stars49
Forks6
Last commit1 day ago

Related Tags

#Data Science8#Pandas7#Python5#Machine Learning5#Jupyter Notebook4#Dataframe4#Python Library4#Data Quality4#Data Profiling3#Data Visualization3#Pyspark3#Statistics3
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