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dataframes

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pola-rs /polars

Extremely fast Query Engine for DataFrames, written in Rust

python rust arrow dataframe dataframes out-of-core dataframe-library polars

UpdatedFeb 20, 2026
Rust

unionai-oss /pandera

A light-weight, flexible, and expressive statistical data testing library

testing schema validation data-validation pandas-dataframe assertions pandas testing-tools data-processing dataframes data-cleaning hypothesis-testing data-verification pandas-validation data-check data-assertions dataframe-schema pandas-validator

UpdatedFeb 19, 2026
Python

TileDB-Inc /TileDB

The Universal Storage Engine

data-science storage-engine s3 sparse-data scientific-computing s3-storage arrays hdfs data-analysis dataframes tiledb dense-data sparse-arrays

UpdatedFeb 20, 2026
C++

JuliaData /DataFrames.jl

In-memory tabular data in Julia

data julia tabular-data data-frame datasets dataframes hacktoberfest

UpdatedFeb 20, 2026
Julia

skrub

skrub-data /skrub

Machine learning with dataframes

data-science data machine-learning data-analysis data-wrangling data-preprocessing dataframe dataframes data-preparation data-cleaning dirty-data

UpdatedFeb 20, 2026
Python

rocketlaunchr /dataframe-go

DataFrames for Go: For statistics, machine-learning, and data manipulation/exploration

python go golang data-science machine-learning statistics pandas-dataframe pandas dataframe dataframes

UpdatedApr 2, 2022
Go

mahmoudparsian /pyspark-tutorial

PySpark-Tutorial provides basic algorithms using PySpark

big-data spark pyspark dataframes spark-dataframes pyspark-tutorial big-data-analytics data-algorithms spark-rdd rdds pyspark-sql ranking-functions

UpdatedMay 26, 2025
Jupyter Notebook

explorer

elixir-explorer /explorer

Series (one-dimensional) and dataframes (two-dimensional) for fast and elegant data exploration in Elixir

rust data-science elixir dataframes

UpdatedFeb 8, 2026
Elixir

graphframes

graphframes /graphframes

GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs

big-data spark apache-spark graph-algorithms graphs pyspark graph-theory networks dataframe dataframes graph-analysis network-motifs connected-components network-motif

UpdatedFeb 6, 2026
Scala

pdpipe

pdpipe /pdpipe

Easy pipelines for pandas DataFrames.

data-science data pipeline pandas-dataframe pandas dataframe dataframes

UpdatedJan 5, 2026
Jupyter Notebook

eland

elastic /eland

Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch

python elasticsearch machine-learning big-data etl scikit-learn pandas lightgbm data-analysis dataframe dataframes time-series-forecasting eland

UpdatedJan 27, 2026
Python

capitalone /datacompy

Pandas, Polars, Spark, and Snowpark DataFrame comparison for humans and more!

python data-science data spark numpy snowflake pandas pyspark compare dask dataframes fugue snowpark polars

UpdatedFeb 12, 2026
Python

polyaxon /traceml

Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.

tracking data-science statistics spark tensorflow plotly pandas data-visualization pytorch dataops matplotlib dask data-exploration pandas-summary dataframes data-quality-checks data-quality data-profiling explainable-ai mlops

UpdatedFeb 11, 2026
Python

JuliaData /DataFramesMeta.jl

Metaprogramming tools for DataFrames

data julia tabular-data data-frame datasets dataframes hacktoberfest dataframesmeta

UpdatedNov 24, 2025
Julia

static-frame

static-frame /static-frame

Immutable and statically-typeable DataFrames with runtime type and data validation

python arrays dataframes immutable-collections immutable-data-structures

UpdatedFeb 13, 2026
Python

stefmolin /pandas-workshop

An introductory workshop on pandas with notebooks and exercises for following along. Slides contain all solutions.

python pandas data-visualization data-analysis data-wrangling dataframes pandas-tutorial python-data-science python-data-analysis python-dataframes

UpdatedFeb 7, 2026
Jupyter Notebook

gspread-pandas

aiguofer /gspread-pandas

A package to easily open an instance of a Google spreadsheet and interact with worksheets through Pandas DataFrames.

python data-science data google google-sheets pandas data-engineering gspread data-analytics dataframes google-spreadsheets sheets

UpdatedJul 2, 2025
Python

rtosholdings /riptable

64bit multithreaded python data analytics tools for numpy arrays and datasets

analytics numpy dataframes

UpdatedApr 25, 2024
Python

RumbleDB /rumble

Quick start: pip install jsoniq ⛈️ RumbleDB 2.0.0 "Lemon Ironwood" 🌳 for Apache Spark | Run queries on your large-scale, messy datasets (JSON, text, CSV, Parquet, Delta...) | Data Lakehouse with Updates, Scripting, Declarative Machine Learning and more

json data-science machine-learning query csv spark scale azure text svm s3 hdfs parquet query-engine nested dataframes schemaless jsoniq delta-lake lakehouse

UpdatedFeb 17, 2026
Java

mahmoudparsian /data-algorithms-with-spark

O'Reilly Book: [Data Algorithms with Spark] by Mahmoud Parsian

python design data machine-learning spark algorithms bigdata transformations data-transformation design-patterns pyspark partitioning-algorithms monoid mapreduce reducers dataframes rdd mappers data-algorithms data-abstractions

UpdatedJun 26, 2023
Python

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