Awesome Open Source
Awesome Open Source
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The Top 22 Data Cleaning Open Source Projects

Categories > Data Processing > Data Cleaning
Miller ⭐ 2,626
Miller is like awk, sed, cut, join, and sort for name-indexed data such as CSV, TSV, and tabular JSON
Pandas Videos ⭐ 1,485
Jupyter notebook and datasets from the pandas Q&A video series
Dat8 ⭐ 1,484
General Assembly's 2015 Data Science course in Washington, DC
Cleanlab ⭐ 1,418
The standard package for machine learning with noisy labels and finding mislabeled data in Python.
My Journey In The Data Science World ⭐ 1,175
📢 Ready to learn or review your knowledge!
Optimus ⭐ 966
🚚 Agile Data Preparation Workflows made easy with dask, cudf, dask_cudf and pyspark
Janitor ⭐ 948
simple tools for data cleaning in R
Data Forge Ts ⭐ 936
The JavaScript data transformation and analysis toolkit inspired by Pandas and LINQ.
Pandera ⭐ 447
A light-weight, flexible, and expressive pandas data validation library
Nonechucks ⭐ 298
Deal with bad samples in your dataset dynamically, use Transforms as Filters, and more!
Validate ⭐ 260
Professional data validation for the R environment
Dirty_cat ⭐ 227
Encoding methods for dirty categorical variables
Voicebook ⭐ 217
🗣️ A book and repo to get you started programming voice computing applications in Python (10 chapters and 200+ scripts).
Machine Learning Workflow With Python ⭐ 157
This is a comprehensive ML techniques with python: Define the Problem- Specify Inputs & Outputs- Data Collection- Exploratory data analysis -Data Preprocessing- Model Design- Training- Evaluation
Klib ⭐ 148
Easy to use Python library of customized functions for cleaning and analyzing data.
Datamaid ⭐ 118
An R package for data screening
Refinr ⭐ 86
Cluster and merge similar char values: an R implementation of Open Refine clustering algorithms
Bumblebee ⭐ 78
🚕 A spreadsheet-like data preparation web app that works over Optimus (pandas, dask, cuDF, dask-cuDF and PySpark)
Clean ⭐ 49
Fast and Easy Data Cleaning (in R)
Drugs Recommendation Using Reviews ⭐ 36
Analyzing the Drugs Descriptions, conditions, reviews and then recommending it using Deep Learning Models, for each Health Condition of a Patient.
Boltzmannclean ⭐ 23
Fill missing values in Pandas DataFrames using Restricted Boltzmann Machines
Moodle Local_datacleaner ⭐ 12
Reduce, filter, and anonymize moodle data for non-prod environments
1-22 of 22 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210