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The Top 363 Dataframe Open Source Projects on Github
Categories
>
User Interface
>
Dataframe
Vaex
⭐
6,593
Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualize and explore big tabular data at a billion rows per second 🚀
Modin
⭐
6,443
Modin: Speed up your Pandas workflows by changing a single line of code
Smile
⭐
5,336
Statistical Machine Intelligence & Learning Engine
Koalas
⭐
2,907
Koalas: pandas API on Apache Spark
Tablesaw
⭐
2,698
Java dataframe and visualization library
Polars
⭐
2,573
Fast multi-threaded DataFrame library in Rust and Python
Pandasgui
⭐
2,385
A GUI for Pandas DataFrames
Ballista
⭐
2,244
Distributed compute platform implemented in Rust, and powered by Apache Arrow.
Mars
⭐
2,235
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
Pandas Ta
⭐
1,679
Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 130+ Indicators
Danfojs
⭐
1,635
danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data.
Tiledb
⭐
1,195
The Universal Storage Engine
Dataframe
⭐
1,194
C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types, continuous memory storage, and no pointers are involved
Dataframes.jl
⭐
1,179
In-memory tabular data in Julia
Quandl Python
⭐
1,105
Tv
⭐
963
📺(tv) Tidy Viewer is a cross-platform CLI csv pretty printer that uses column styling to maximize viewer enjoyment.
Mobius
⭐
930
C# and F# language binding and extensions to Apache Spark
Spark Redis
⭐
810
A connector for Spark that allows reading and writing to/from Redis cluster
Pyjanitor
⭐
744
Clean APIs for data cleaning. Python implementation of R package Janitor
Pandera
⭐
718
A light-weight, flexible, and expressive pandas data validation library
Sequoia
⭐
713
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
Pdpipe
⭐
619
Easy pipelines for pandas DataFrames.
Spark Daria
⭐
606
Essential Spark extensions and helper methods ✨😲
Datafusion
⭐
584
DataFusion has now been donated to the Apache Arrow project
Arquero
⭐
583
Query processing and transformation of array-backed data tables.
Datasheets
⭐
580
Read data from, write data to, and modify the formatting of Google Sheets
Joinery
⭐
556
Data frames for Java
Pointblank
⭐
540
Data validation and organization of metadata for data frames and database tables
Data Science Your Way
⭐
532
Ways of doing Data Science Engineering and Machine Learning in R and Python
Fst
⭐
524
Lightning Fast Serialization of Data Frames for R
Dataframe Go
⭐
518
DataFrames for Go: For statistics, machine-learning, and data manipulation/exploration
Awesome Cybersecurity Datasets
⭐
500
A curated list of amazingly awesome Cybersecurity datasets
Connector X
⭐
453
Fastest library to load data from DB to DataFrames in Rust and Python
Optopsy
⭐
417
A nimble options backtesting library for Python
Pandastable
⭐
415
Table analysis in Tkinter using pandas DataFrames.
Dataframe Js
⭐
383
A javascript library providing a new data structure for datascientists and developpers
Tech.ml.dataset
⭐
379
A Clojure high performance data processing system
Julia Dataframes Tutorial
⭐
366
A tutorial on Julia DataFrames package
Technical
⭐
338
Different indicators developed or collected for the Freqtrade
Pandasvault
⭐
333
Advanced Pandas Vault — Utilities, Functions and Snippets (by @firmai).
Pystore
⭐
331
Fast data store for Pandas time-series data
Pandas Summary
⭐
325
An extension to pandas dataframes describe function.
Dataframesmeta.jl
⭐
322
Metaprogramming tools for DataFrames
Qframe
⭐
306
Immutable data frame for Go
Riptable
⭐
297
64bit multithreaded python data analytics tools for numpy arrays and datasets
Sparkflow
⭐
290
Easy to use library to bring Tensorflow on Apache Spark
Eland
⭐
286
Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch
Nimdata
⭐
276
DataFrame API written in Nim, enabling fast out-of-core data processing
Styleframe
⭐
260
A library that wraps pandas and openpyxl and allows easy styling of dataframes in excel
Gspread Pandas
⭐
253
A package to easily open an instance of a Google spreadsheet and interact with worksheets through Pandas DataFrames.
Spark Excel
⭐
251
A Spark plugin for reading Excel files via Apache POI
Rust Dataframe
⭐
250
A Rust DataFrame implementation, built on Apache Arrow
Static Frame
⭐
239
Immutable and grow-only Pandas-like DataFrames with a more explicit and consistent interface.
Peroxide
⭐
216
Rust numeric library with R, MATLAB & Python syntax
Inspectdf
⭐
208
🛠️ 📊 Tools for Exploring and Comparing Data Frames
Explorer
⭐
207
Dataframes for Elixir
Datatable
⭐
202
A go in-memory table
Geni
⭐
187
A Clojure dataframe library that runs on Spark
Morpheus Core
⭐
186
The foundational library of the Morpheus data science framework
Cylon
⭐
180
Cylon is a fast, scalable, distributed memory, parallel runtime with a Pandas like DataFrame.
Ditching Excel For Python
⭐
175
Functionalities in Excel translated to Python
Panthera
⭐
140
Data-frames & arrays on Clojure
Apache Spark Node
⭐
134
Node.js bindings for Apache Spark DataFrame APIs
Dh Core
⭐
113
Functional data science
Design Of Experiment Python
⭐
112
Design-of-experiment (DOE) generator for science, engineering, and statistics
Aut
⭐
108
The Archives Unleashed Toolkit is an open-source toolkit for analyzing web archives.
Gdeltpyr
⭐
99
Python based framework to retreive Global Database of Events, Language, and Tone (GDELT) version 1.0 and version 2.0 data.
Tablecloth
⭐
98
Dataset manipulation library built on the top of tech.ml.dataset
Spark With Python
⭐
98
Fundamentals of Spark with Python (using PySpark), code examples
Pandahouse
⭐
88
Pandas interface for Clickhouse database
Jardin
⭐
84
A pandas.DataFrame-based ORM.
Dframcy
⭐
73
Dataframe Integration with spaCy.
Rumble
⭐
68
⛈️ RumbleDB 1.15.0 "Ivory Palm" 🌳 for Apache Spark | Run queries on your large-scale, messy JSON-like data (JSON, text, CSV, Parquet, ROOT, AVRO, SVM...) | No install required (just a jar to download) | Declarative Machine Learning and more
Lens
⭐
67
Summarise and explore Pandas DataFrames
Wikipediatrend
⭐
67
A convenience R package for getting Wikipedia article access statistics (and more).
Spark Bigquery
⭐
65
Google BigQuery support for Spark, Structured Streaming, SQL, and DataFrames with easy Databricks integration.
Torch Dataframe
⭐
63
Utility class to manipulate dataset from CSV file
Dataframes
⭐
61
Welcome to DataFrames.jl with Bogumił Kamiński
Pandas_note
⭐
61
一份关于 Pandas 学习的系列教程
Net.jgp.labs.spark
⭐
61
Apache Spark examples exclusively in Java
Raccoon
⭐
59
Python DataFrame with fast insert and appends
Framequery
⭐
59
SQL on dataframes - pandas and dask
Pandas Workshop
⭐
59
A 3-hour introductory workshop on pandas with notebooks and exercises for following along.
Woodwork
⭐
58
Woodwork provides a common typing namespace for using your existing DataFrames in Featuretools, EvalML, and general ML.
Dataframe
⭐
57
DataFrame in Pharo - tabular data structures for data analysis
Dataframe_sql
⭐
52
A Python package that parses SQL and interprets it as methods that act upon existing pandas (or other types of) DataFrames that have been declared and registered
Dataframe
⭐
50
Kotlin in-memory data manipulation
Tableau Scraping
⭐
48
Tableau scraper python library. R and Python scripts to scrape data from Tableau viz
Spark Google Spreadsheets
⭐
46
Google Spreadsheets datasource for SparkSQL and DataFrames
Ipyregulartable
⭐
46
High performance, editable, stylable datagrids in jupyter and jupyterlab
Elasticsearchr
⭐
45
Lightweight Elasticsearch client for R.
Dataframe
⭐
45
DataFrame Library for Java
Daany
⭐
43
Daany - .NET DAta ANalYtics .NET 5 library with the implementation of DataFrame, Time series decompositions and Linear Algebra routines BLASS and LAPACK.
Scipp
⭐
41
Multi-dimensional data arrays with labeled dimensions
Sparkoptics
⭐
40
Optics for Spark DataFrames
Dask Scaling Dataframe
⭐
36
Python and Dask: Scaling the Dataframe
Librdata
⭐
36
Read and write R data frames from C
Datamancer
⭐
35
A dataframe library with a dplyr like API
Pyspark Algorithms
⭐
33
PySpark Algorithms Book: https://www.amazon.com/dp/B07X4B2218/ref=sr_1_2
Tablexplore
⭐
30
Table analysis and plotting application written in PySide2/PyQt5
1-100 of 363 projects
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Advertising
📦 9
All Projects
Application Programming Interfaces
📦 120
Applications
📦 181
Artificial Intelligence
📦 72
Blockchain
📦 70
Build Tools
📦 111
Cloud Computing
📦 79
Code Quality
📦 28
Collaboration
📦 30
Command Line Interface
📦 48
Community
📦 81
Companies
📦 60
Compilers
📦 60
Computer Science
📦 74
Configuration Management
📦 39
Content Management
📦 167
Control Flow
📦 197
Data Formats
📦 77
Data Processing
📦 266
Data Storage
📦 132
Economics
📦 60
Frameworks
📦 198
Games
📦 122
Graphics
📦 103
Hardware
📦 148
Integrated Development Environments
📦 47
Learning Resources
📦 147
Legal
📦 28
Libraries
📦 119
Lists Of Projects
📦 21
Machine Learning
📦 336
Mapping
📦 61
Marketing
📦 15
Mathematics
📦 55
Media
📦 228
Messaging
📦 97
Networking
📦 304
Operating Systems
📦 84
Operations
📦 120
Package Managers
📦 52
Programming Languages
📦 229
Runtime Environments
📦 96
Science
📦 42
Security
📦 375
Social Media
📦 26
Software Architecture
📦 70
Software Development
📦 68
Software Performance
📦 57
Software Quality
📦 127
Text Editors
📦 45
Text Processing
📦 131
User Interface
📦 310
User Interface Components
📦 465
Version Control
📦 29
Virtualization
📦 68
Web Browsers
📦 38
Web Servers
📦 25
Web User Interface
📦 194
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