#Dataframe

Showing 60 of 113 repositories tagged #dataframe, ranked by stars

pola-rs
pola-rs
polars

Extremely fast Query Engine for DataFrames, written in Rust

Score
100
โ˜… 39.0k โ‘‚ 2.9k +18/day
Rust
Kanaries
Kanaries
pygwalker

PyGWalker: Turn your dataframe into an interactive UI for visual analysis

Score
90
โ˜… 15.9k โ‘‚ 879 +3/day
Python
modin-project
modin-project
modin

Modin: Scale your Pandas workflows by changing a single line of code

Score
50
โ˜… 10.4k โ‘‚ 674 +2/day
Python
rapidsai
rapidsai
cudf

cuDF - GPU DataFrame Library

Score
70
โ˜… 9.7k โ‘‚ 1.1k โ€”
C++
apache
apache
datafusion

Apache DataFusion SQL Query Engine

Score
80
โ˜… 9.0k โ‘‚ 2.2k โ€”
Rust
vaexio
vaexio
vaex

Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second ๐Ÿš€

Score
60
โ˜… 8.5k โ‘‚ 602 +1/day
Python
haifengl
haifengl
smile

Statistical Machine Intelligence & Learning Engine

Score
100
โ˜… 6.4k โ‘‚ 1.1k โ€”
Java
javascriptdata
javascriptdata
danfojs

Danfo.js is an open source, JavaScript library providing high performance, intuitive, and easy to use data structures for manipulating and processing structured data.

Score
98
โ˜… 5.0k โ‘‚ 223 โ€”
TypeScript
lk-geimfari
lk-geimfari
mimesis

Mimesis is a fast Python library for generating fake data in multiple languages.

Score
40
โ˜… 4.8k โ‘‚ 359 +3/day
Python
jtablesaw
jtablesaw
tablesaw

Java dataframe and visualization library

Score
99
โ˜… 3.8k โ‘‚ 650 +2/day
Java
databricks
databricks
koalas

Koalas: pandas API on Apache Spark

Score
86
โ˜… 3.4k โ‘‚ 369 โ€”
Python
adamerose
adamerose
PandasGUI

A GUI for Pandas DataFrames

Score
85
โ˜… 3.3k โ‘‚ 239 โ€”
Python
hosseinmoein
hosseinmoein
DataFrame

C++ DataFrame for statistical, financial, and ML analysis in modern C++

Score
97
โ˜… 3.0k โ‘‚ 357 โ€”
C++
mars-project
mars-project
mars

Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.

Score
81
โ˜… 2.7k โ‘‚ 325 โ€”
Python
sfu-db
sfu-db
connector-x

Fastest library to load data from DB to DataFrames in Rust and Python

Score
100
โ˜… 2.6k โ‘‚ 217 +4/day
Rust
apache
apache
hamilton

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

Score
95
โ˜… 2.5k โ‘‚ 198 +2/day
Jupyter Notebook
man-group
man-group
ArcticDB

ArcticDB is a high performance, serverless DataFrame database built for the Python Data Science ecosystem.

Score
94
โ˜… 2.4k โ‘‚ 199 โ€”
C++
approximatelabs
approximatelabs
sketch

AI code-writing assistant that understands data content

Score
79
โ˜… 2.3k โ‘‚ 120 +1/day
Python
alexhallam
alexhallam
tv

๐Ÿ“บ(tv) Tidy Viewer is a cross-platform CLI csv pretty printer that uses column styling to maximize viewer enjoyment.

Score
50
โ˜… 2.2k โ‘‚ 40 +1/day
Rust
apache
apache
datafusion-ballista

Apache DataFusion Ballista Distributed Query Engine

Score
83
โ˜… 2.1k โ‘‚ 298 โ€”
Rust
shramos
shramos
Awesome-Cybersecurity-Datasets

A curated list of amazingly awesome Cybersecurity datasets

Score
0
โ˜… 2.0k โ‘‚ 342 +1/day
skrub-data
skrub-data
skrub

Machine learning with dataframes

Score
93
โ˜… 1.6k โ‘‚ 261 โ€”
Python
pyjanitor-devs
pyjanitor-devs
pyjanitor

Clean APIs for data cleaning. Python implementation of R package Janitor

Score
92
โ˜… 1.5k โ‘‚ 186 +2/day
Python
goldspanlabs
goldspanlabs
optopsy

A nimble options research and backtesting library for Python

Score
100
โ˜… 1.4k โ‘‚ 211 โ€”
Python
rocketlaunchr
rocketlaunchr
dataframe-go

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

Score
0
โ˜… 1.3k โ‘‚ 99 โ€”
Go
comet-ml
comet-ml
kangas

๐Ÿฆ˜ Explore multimedia datasets at scale

Score
77
โ˜… 1.1k โ‘‚ 49 โ€”
Jupyter Notebook
Kotlin
Kotlin
dataframe

Kotlin DataFrame: typesafe in-memory structured data processing for JVM

Score
0
โ˜… 1.1k โ‘‚ 82 โ€”
Kotlin
freqtrade
freqtrade
technical

Various indicators developed or collected for the Freqtrade

Score
50
โ˜… 1.0k โ‘‚ 246 +1/day
Python
finvfamily
finvfamily
finshare

ไธ“ไธš็š„้‡‘่žๆ•ฐๆฎ่Žทๅ–ๅทฅๅ…ทๅบ“ - A Professional Financial Data Fetching Toolkit for Python

Score
30
โ˜… 876 โ‘‚ 92 +1/day
Python
stitchfix
stitchfix
hamilton

A scalable general purpose micro-framework for defining dataflows. THIS REPOSITORY HAS BEEN MOVED TO www.github.com/dagworks-inc/hamilton

Score
10
โ˜… 860 โ‘‚ 36 โ€”
Python
techascent
techascent
tech.ml.dataset

A Clojure high performance data processing system

Score
0
โ˜… 751 โ‘‚ 33 +1/day
Clojure
pdpipe
pdpipe
pdpipe

Easy pipelines for pandas DataFrames.

Score
90
โ˜… 729 โ‘‚ 48 โ€”
Jupyter Notebook
Axect
Axect
Peroxide

Rust numeric library with high performance and friendly syntax

Score
67
โ˜… 716 โ‘‚ 42 +6/day
Rust
elastic
elastic
eland

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

Score
91
โ˜… 693 โ‘‚ 111 โ€”
Python
dmnfarrell
dmnfarrell
pandastable

Table analysis in Tkinter using pandas DataFrames.

Score
76
โ˜… 660 โ‘‚ 127 โ€”
Python
andygrove
andygrove
datafusion-archive

DataFusion has now been donated to the Apache Arrow project

Score
17
โ˜… 628 โ‘‚ 54 โ€”
Rust
Squarespace
Squarespace
datasheets

Read data from, write data to, and modify the formatting of Google Sheets

Score
73
โ˜… 625 โ‘‚ 57 โ€”
Python
ranaroussi
ranaroussi
pystore

Fast data store for Pandas time-series data

Score
88
โ˜… 611 โ‘‚ 104 โ€”
Python
xorq-labs
xorq-labs
xorq

Executable memory system for tabular data work

Score
20
โ˜… 531 โ‘‚ 31 +4/day
Python
firmai
firmai
pandasvault

Advanced Pandas Vault โ€” Utilities, Functions and Snippets (by @firmai).

Score
70
โ˜… 434 โ‘‚ 73 โ€”
Python
tobgu
tobgu
qframe

Immutable data frame for Go

Score
100
โ˜… 414 โ‘‚ 34 โ€”
Go
manzt
manzt
quak

a scalable data profiler

Score
83
โ˜… 411 โ‘‚ 19 +1/day
TypeScript
DeepSpace2
DeepSpace2
StyleFrame

A library that wraps pandas and openpyxl and allows easy styling of dataframes in excel

Score
65
โ˜… 383 โ‘‚ 52 โ€”
Python
snowflakedb
snowflakedb
snowpark-python

Snowflake Snowpark Python API

Score
87
โ˜… 337 โ‘‚ 151 +1/day
Python
dflib
dflib
dflib

In-memory Java DataFrame library

Score
84
โ˜… 320 โ‘‚ 31 โ€”
Java
zero-one-group
zero-one-group
geni

A Clojure dataframe library that runs on Spark

Score
59
โ˜… 295 โ‘‚ 26 โ€”
Clojure
alastairrushworth
alastairrushworth
inspectdf

๐Ÿ› ๏ธ ๐Ÿ“Š Tools for Exploring and Comparing Data Frames

Score
80
โ˜… 254 โ‘‚ 24 โ€”
R
zavtech
zavtech
morpheus-core

The foundational library of the Morpheus data science framework

Score
56
โ˜… 245 โ‘‚ 24 โ€”
Java
kszucs
kszucs
pandahouse

Pandas interface for Clickhouse database

Score
60
โ˜… 239 โ‘‚ 68 โ€”
Python
ank0409
ank0409
Ditching-Excel-for-Python

Functionalities in Excel translated to Python

Score
62
โ˜… 225 โ‘‚ 89 โ€”
Jupyter Notebook
alanmarazzi
alanmarazzi
panthera

Data-frames & arrays on Clojure

Score
48
โ˜… 191 โ‘‚ 15 โ€”
Clojure
alteryx
alteryx
woodwork

Woodwork is a Python library that provides robust methods for managing and communicating data typing information.

Score
67
โ˜… 156 โ‘‚ 24 โ€”
Python
abdenlab
abdenlab
oxbow

Oxbow makes genomic data ready for high-performance analytics.

Score
33
โ˜… 154 โ‘‚ 17 โ€”
Rust
dmnfarrell
dmnfarrell
tablexplore

Table analysis and plotting application written in PySide2/PyQt5

Score
47
โ˜… 141 โ‘‚ 26 โ€”
Python
bertrandmartel
bertrandmartel
tableau-scraping

Tableau scraper python library. R and Python scripts to scrape data from Tableau viz

Score
44
โ˜… 137 โ‘‚ 24 โ€”
Python
kfultz07
kfultz07
go-dataframe

A simple package to abstract away the process of creating usable DataFrames for data analytics. This package is heavily inspired by the amazing Python library, Pandas.

Score
38
โ˜… 132 โ‘‚ 8 โ€”
Go
finos
finos
ipyregulartable

High performance, editable, stylable datagrids in jupyter and jupyterlab

Score
78
โ˜… 114 โ‘‚ 14 โ€”
JavaScript
tidypyverse
tidypyverse
tidypandas

A grammar of data manipulation for pandas inspired by tidyverse

Score
35
โ˜… 103 โ‘‚ 8 โ€”
Python
areshytko
areshytko
typedframe

Typed wrappers over pandas DataFrames with schema validation

Score
0
โ˜… 99 โ‘‚ 8 โ€”
Python
facultyai
facultyai
lens

Summarise and explore Pandas DataFrames

Score
34
โ˜… 98 โ‘‚ 8 โ€”
Python
Related Topics
#pandas#python#data-science#data-analysis#machine-learning#data#rust#sql#arrow#dataframes#visualization#big-data

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