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The Top 2,806 Dataframe Open Source Projects

Categories > User Interface > Dataframe
Modin ⭐ 7,556
Modin: Scale your Pandas workflows by changing a single line of code
dependent packages 17total releases 57most recent commit 9 hours agopypi modin} Downloads
Vaex ⭐ 7,131
Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀
dependent packages 15total releases 90most recent commit 7 days agopypi vaex-core} Downloads
Polars ⭐ 6,624
Fast multi-threaded DataFrame library in Rust | Python | Node.js
dependent packages 30total releases 193most recent commit 9 hours agopypi polars} Downloads
Smile ⭐ 5,510
Statistical Machine Intelligence & Learning Engine
dependent packages 30total releases 30most recent commit a month ago
Cudf ⭐ 4,842
cuDF - GPU DataFrame Library
total releases 23most recent commit 8 hours ago
Datasciencepython ⭐ 4,254
common data analysis and machine learning tasks using python
most recent commit a year ago
Danfojs ⭐ 3,341
Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data.
dependent packages 2total releases 36most recent commit 2 months agonpm danfojs-node} Downloads
Koalas ⭐ 2,999
Koalas: pandas API on Apache Spark
dependent packages 12total releases 47most recent commit 8 months agopypi koalas} Downloads
Tablesaw ⭐ 2,896
Java dataframe and visualization library
dependent packages 16total releases 78most recent commit 2 months ago
Pandas Ta ⭐ 2,614
Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 130+ Indicators
dependent packages 16total releases 19most recent commit 2 days agopypi pandas-ta} Downloads
Pandasgui ⭐ 2,583
A GUI for Pandas DataFrames
dependent packages 4total releases 43most recent commit 4 months agopypi pandasgui} Downloads
Sklearn Pandas ⭐ 2,566
Pandas integration with sklearn
dependent packages 39total releases 27most recent commit 4 months agopypi sklearn-pandas} Downloads
Mars ⭐ 2,451
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
dependent packages 1total releases 115most recent commit 19 hours agopypi pymars} Downloads
Pandas Datareader ⭐ 2,263
Extract data from a wide range of Internet sources into a pandas DataFrame.
dependent packages 91total releases 22most recent commit 4 months agopypi pandas-datareader} Downloads
Ballista ⭐ 2,244
Distributed compute platform implemented in Rust, and powered by Apache Arrow.
dependent packages 13total releases 4most recent commit a year ago
Gota ⭐ 2,184
Gota: DataFrames and data wrangling in Go (Golang)
dependent packages 23total releases 19most recent commit a month ago
Arrow Datafusion ⭐ 2,181
Apache Arrow DataFusion SQL Query Engine
dependent packages 27total releases 57most recent commit 10 hours agocargo datafusion} Downloads
Vincent ⭐ 2,054
A Python to Vega translator
dependent packages 4total releases 14most recent commit 6 years agopypi vincent} Downloads
Sweetviz ⭐ 2,047
Visualize and compare datasets, target values and associations, with one line of code.
dependent packages 8total releases 32most recent commit a month agopypi sweetviz} Downloads
Swifter ⭐ 2,002
A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner
dependent packages 12total releases 76most recent commit 5 days agopypi swifter} Downloads
Pandas Videos ⭐ 1,808
Jupyter notebook and datasets from the pandas Q&A video series
most recent commit 2 months ago
Dask Tutorial ⭐ 1,697
Dask tutorial
most recent commit 20 days ago
Tv ⭐ 1,687
📺(tv) Tidy Viewer is a cross-platform CLI csv pretty printer that uses column styling to maximize viewer enjoyment.
total releases 19most recent commit 10 days ago
Tabula Py ⭐ 1,622
Simple wrapper of tabula-java: extract table from PDF into pandas DataFrame
dependent packages 22total releases 38most recent commit a month agopypi tabula-py} Downloads
Marketstore ⭐ 1,598
DataFrame Server for Financial Timeseries Data
total releases 51most recent commit 7 days ago
Dataframe ⭐ 1,519
C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage
most recent commit 2 days ago
100 Pandas Puzzles ⭐ 1,455
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
most recent commit a year ago
Dataframes.jl ⭐ 1,397
In-memory tabular data in Julia
most recent commit 5 days ago
Tiledb ⭐ 1,359
The Universal Storage Engine
dependent packages 6total releases 76most recent commit a day ago
D3py ⭐ 1,349
a plottling library for python, based on D3
most recent commit 5 years ago
Finta ⭐ 1,291
Common financial technical indicators implemented in Pandas.
dependent packages 4total releases 19most recent commit 9 months agopypi finta} Downloads
Pandera ⭐ 1,287
A light-weight, flexible, and expressive data validation library for dataframes
dependent packages 23total releases 47most recent commit 2 months agopypi pandera} Downloads
Statistical Analysis Python Tutorial ⭐ 1,233
Statistical Data Analysis in Python
most recent commit 7 years ago
Quandl Python ⭐ 1,230
dependent packages 25total releases 62most recent commit 2 months agopypi Quandl} Downloads
Incubator Sedona ⭐ 1,129
A cluster computing framework for processing large-scale geospatial data
dependent packages 10total releases 45most recent commit 4 days ago
Pyjanitor ⭐ 933
Clean APIs for data cleaning. Python implementation of R package Janitor
dependent packages 9total releases 55most recent commit 8 days agopypi pyjanitor} Downloads
Mobius ⭐ 930
C# and F# language binding and extensions to Apache Spark
total releases 22most recent commit a year ago
Fast Pandas ⭐ 928
Benchmark for different operations in pandas against various dataframe sizes.
most recent commit 4 years ago
Daru ⭐ 911
Data Analysis in RUby
dependent packages 34total releases 22most recent commit a year agorubygems daru} Downloads
Spark Redis ⭐ 864
A connector for Spark that allows reading and writing to/from Redis cluster
dependent packages 1total releases 10most recent commit 21 days ago
Siuba ⭐ 852
Python library for using dplyr like syntax with pandas and SQL
dependent packages 5total releases 39most recent commit 7 days agopypi siuba} Downloads
Sequoia ⭐ 820
A股自动选股程序，实现了海龟交易法则、缠中说禅牛市买点，以及其他若干种技术形态
most recent commit 8 months ago
Graphframes ⭐ 809
dependent packages 3total releases 1most recent commit 9 months agopypi graphframes} Downloads
Arquero ⭐ 794
Query processing and transformation of array-backed data tables.
dependent packages 3total releases 71most recent commit a month agonpm arquero} Downloads
Ppscore ⭐ 790
Predictive Power Score (PPS) in Python
dependent packages 4total releases 9most recent commit 16 days agopypi ppscore} Downloads
Pandashells ⭐ 786
🐼 Bringing the python data stack to the shell prompt
total releases 12most recent commit a year ago
Dfply ⭐ 734
dplyr-style piping operations for pandas dataframes
dependent packages 2total releases 8most recent commit 2 years agopypi dfply} Downloads
Autoviz ⭐ 728
Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
dependent packages 6total releases 52most recent commit 17 days agopypi autoviz} Downloads
Django Pandas ⭐ 724
Tools for working with pandas in your Django projects
dependent packages 4total releases 21most recent commit 4 months agopypi django-pandas} Downloads
Kotlin Jupyter ⭐ 722
Kotlin kernel for Jupyter/IPython
dependent packages 2total releases 323most recent commit 5 days ago
Connector X ⭐ 687
Fastest library to load data from DB to DataFrames in Rust and Python
dependent packages 1total releases 13most recent commit 20 hours agocargo connectorx} Downloads
Pdpipe ⭐ 672
Easy pipelines for pandas DataFrames.
dependent packages 6total releases 80most recent commit 8 days agopypi pdpipe} Downloads
Spark Daria ⭐ 647
Essential Spark extensions and helper methods ✨😲
total releases 5most recent commit 5 months ago
Pointblank ⭐ 646
Data quality assessment and metadata reporting for data frames and database tables
dependent packages 2total releases 13most recent commit 4 days ago
Jqdatasdk ⭐ 642
简单易用的量化金融数据包(easy utility for getting financial market data of China)
most recent commit 2 months ago
Dataframe Go ⭐ 642
DataFrames for Go: For statistics, machine-learning, and data manipulation/exploration
dependent packages 14total releases 4most recent commit 8 months ago
Sdc ⭐ 636
Numba extension for compiling Pandas data frames, Intel® Scalable Dataframe Compiler
most recent commit 7 months ago
Datafusion ⭐ 626
DataFusion has now been donated to the Apache Arrow project
most recent commit 3 years ago
Joinery ⭐ 610
Data frames for Java
most recent commit 4 months ago
Datasheets ⭐ 580
Read data from, write data to, and modify the formatting of Google Sheets
total releases 6most recent commit 3 years ago
Hvplot ⭐ 577
A high-level plotting API for pandas, dask, xarray, and networkx built on HoloViews
dependent packages 47total releases 43most recent commit 11 days agopypi hvplot} Downloads
Fst ⭐ 556
Lightning Fast Serialization of Data Frames for R
most recent commit 5 months ago
Tibble ⭐ 556
A modern re-imagining of the data frame
dependent packages 1,787total releases 29most recent commit 4 days ago
Spark Avro ⭐ 535
Avro Data Source for Apache Spark
dependent packages 35total releases 8most recent commit 4 years ago
Data Science Your Way ⭐ 532
Ways of doing Data Science Engineering and Machine Learning in R and Python
most recent commit a year ago
Explorer ⭐ 520
Series (one-dimensional) and dataframes (two-dimensional) for fast data exploration in Elixir
total releases 2most recent commit a day ago
Hamilton ⭐ 517
A scalable general purpose micro-framework for defining dataflows. You can use it to create dataframes, numpy matrices, python objects, ML models, etc.
total releases 15most recent commit a day ago
Metorikku ⭐ 512
A simplified, lightweight ETL Framework based on Apache Spark
total releases 121most recent commit 15 hours ago
Awesome Cybersecurity Datasets ⭐ 500
A curated list of amazingly awesome Cybersecurity datasets
most recent commit a year ago
Shc ⭐ 484
The Apache Spark - Apache HBase Connector is a library to support Spark accessing HBase table as external data source or sink.
most recent commit 2 years ago
Pandastable ⭐ 481
Table analysis in Tkinter using pandas DataFrames.
dependent packages 6total releases 25most recent commit 24 days agopypi pandastable} Downloads
Technical ⭐ 464
Various indicators developed or collected for the Freqtrade
total releases 7most recent commit 7 days ago
Tech.ml.dataset ⭐ 452
A Clojure high performance data processing system
total releases 251most recent commit 2 days ago
Julia Dataframes Tutorial ⭐ 434
A tutorial on Julia DataFrames package
most recent commit 2 months ago
Spark Solr ⭐ 426
Tools for reading data from Solr as a Spark RDD and indexing objects from Spark into Solr using SolrJ.
dependent packages 2total releases 100most recent commit 7 months ago
Datatile ⭐ 422
A library for managing, validating, summarizing, and visualizing data.
dependent packages 12total releases 10most recent commit 6 days agopypi pandas-summary} Downloads
Pyspark Examples ⭐ 418
Pyspark RDD, DataFrame and Dataset Examples in Python language
most recent commit 3 months ago
Cdqa ⭐ 418
⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.
total releases 38most recent commit 2 years ago
Optopsy ⭐ 417
A nimble options backtesting library for Python
total releases 10most recent commit a year ago
Ballista ⭐ 411
Experimental Distributed Compute Platform based on Kubnernetes and Apache Arrow
most recent commit 2 years ago
Learningspark ⭐ 406
Scala examples for learning to use Spark
most recent commit 2 years ago
Pystore ⭐ 404
Fast data store for Pandas time-series data
dependent packages 1total releases 35most recent commit 5 months agopypi PyStore} Downloads
Visdat ⭐ 402
Preliminary Exploratory Visualisation of Data
dependent packages 5total releases 4most recent commit 6 days ago
Eland ⭐ 397
Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch
dependent packages 2total releases 23most recent commit 6 days agopypi eland} Downloads
Torcharrow ⭐ 389
A machine learning preprocessing library over batch data, providing performant and Pandas-style easy-to-use API for model development
total releases 6most recent commit 3 days ago
Dataframe Js ⭐ 383
A javascript library providing a new data structure for datascientists and developpers
dependent packages 6total releases 34most recent commit a year agonpm dataframe-js} Downloads
Pykrx ⭐ 377
KRX 주식 정보 스크래핑
dependent packages 1total releases 88most recent commit a month agopypi pykrx} Downloads
Datawig ⭐ 377
Imputation of missing values in tables.
dependent packages 1total releases 14most recent commit 4 months agopypi datawig} Downloads
Dataframesmeta.jl ⭐ 377
Metaprogramming tools for DataFrames
most recent commit 3 months ago
Assertr ⭐ 374
Assertive programming for R analysis pipelines
dependent packages 4total releases 12most recent commit a year ago
Spark Scala Examples ⭐ 368
This project provides Apache Spark SQL, RDD, DataFrame and Dataset examples in Scala language
most recent commit 9 days ago
Pyaf ⭐ 367
PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.
dependent packages 4total releases 11most recent commit 12 days agopypi pyaf} Downloads
Flatten ⭐ 366
Flatten JSON in Python
dependent packages 29total releases 10most recent commit a year agopypi flatten-json} Downloads
Pandasvault ⭐ 353
Advanced Pandas Vault — Utilities, Functions and Snippets (by @firmai).
total releases 3most recent commit 4 months ago
Pyculiarity ⭐ 341
A Python port of Twitter's AnomalyDetection R Package
total releases 6most recent commit 2 years ago
Pandas.net ⭐ 340
Pandas port for C# and F#, data analysis tool, process multi-dim array in DataFrame.
most recent commit 6 months ago
Spark Fast Tests ⭐ 337
Apache Spark testing helpers (dependency free & works with Scalatest, uTest, and MUnit)
total releases 11most recent commit 2 months ago
Pyupbit ⭐ 335
python wrapper for upbit API
dependent packages 2total releases 42most recent commit 6 days agopypi pyupbit} Downloads
Machine Learning ⭐ 334
Practical Full-Stack Machine Learning
most recent commit 4 months ago
Row Oriented Workflows ⭐ 331
Row-oriented workflows in R with the tidyverse
most recent commit 4 years ago
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