data-wrangling 开源项目推荐（1,608 个）

OpenRefine /OpenRefine

OpenRefine是一款免费的开源强大工具，用于处理混乱的数据并对其进行改进

TomWright /dasel

Unified querying, transformation, and modification of JSON, TOML, YAML, XML, INI, HCL, KDL and CSV.

khanhnamle1994 /cracking-the-data-science-interview

DS/ML面试准备的备忘单、书籍、问题和作品集集

dathere /qsv

飞速的数据整理工具包

tirthajyoti /Data-science-best-resources

Carefully curated resource links for data science in one place

superdb /zui

Zui is a powerful desktop application for exploring and working with data. The official front-end to the Zed lake.

ContextLab /hypertools

用于获得对多维数据的几何见解的Python工具箱

skrub-data /skrub

Machine learning with dataframes

hi-primus /optimus

🚚 Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark

data-forge /data-forge-ts

The JavaScript data transformation and analysis toolkit inspired by Pandas and LINQ.

moderndive /ModernDive_book

通过数据科学进行统计推断：ModernDive 深入 R 与 Tidyverse

stefmolin /Hands-On-Data-Analysis-with-Pandas-2nd-edition

Materials for following along with Hands-On Data Analysis with Pandas – Second Edition

microsoft /prose

Microsoft Program Synthesis using Examples SDK is a framework of technologies for the automatic generation of programs from input-output examples. This repo includes samples and sample data for the Microsoft Program Synthesis using Example SDK.

Desbordante /desbordante-core

Desbordante is a high-performance data profiler that is capable of discovering many different patterns in data using various algorithms. It also allows to run data cleaning scenarios using these algorithms. Desbordante has a console version and an easy-to-use web application.

stefmolin /pandas-workshop

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

stefmolin /Hands-On-Data-Analysis-with-Pandas

Materials for following along with Hands-On Data Analysis with Pandas.

datacarpentry /R-ecology-lesson

Data Analysis and Visualization in R for Ecologists

georgevbsantiago /qsacnpj

Pacote que trata e organiza os dados do Cadastro Nacional da Pessoa Jurídica (CNPJ)

dbohdan /sqawk

类似 awk，但支持 SQL 和表连接

shawnbrown /datatest

Tools for test driven data-wrangling and data validation.