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Data Cleaning Python Packages

Python packages with the GitHub topic data-cleaning. Sorted by relevance, with stars and monthly downloads.
pandera-dev
pandera

A light-weight, flexible, and expressive statistical data testing library

8.9M 4K 397
skrub-data
skrub

Machine learning with dataframes

181K 2K 218
voxel51
fiftyone-db

Refine high-quality datasets and visual AI models

170K 11K 761
voxel51
fiftyone

Refine high-quality datasets and visual AI models

136K 11K 761
cleanlab
cleanlab

Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

62K 11K 893
im-anishraj
arnio

C++-accelerated data quality toolkit for Python: clean CSVs, profile messy datasets, validate schemas, and work smoothly with pandas.

60K 43 127
dv66
banglanum2words

Converts a Bangla numeric string to literal words.

19K 3 0
KulikDM
pythresh

Outlier Detection Thresholding

8K 137 4
RuedigerVoigt
userprovided

A Python package to check input for validity and plausibility. Convert input into standardized formats.

6K 1 0
cleanlab
cleanlab-studio

Client interface for all things Cleanlab Studio

4K 32 10
ironmussa
optimuspyspark

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

4K 2K 232
abdubakr77
deepcsv

Automatically processes data files in directories, converts array-like strings to NumPy arrays, detects and fixes data type issues, and saves results as optimized Parquet files and MORE!

3K 4 2
kemingy
plane

A text processing tool including tag(HTML, URL, Email) extraction and removing, punctuation normalization, simple segmentation, and so on.

3K 11 2
desbordante
desbordante

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.

3K 478 100
voxel51
fiftyone-db-ubuntu2204

Refine high-quality datasets and visual AI models

3K 11K 761
Open-DataFlow
open-dataflow

Easy Data Preparation with latest LLMs-based Operators and Pipelines.

3K 4K 378
yutanagano
tidytcells

Standardise TR/MH/IG data

3K 12 3
ketgo
marshmallow-pyspark

Marshmallow serializer integration with pyspark

2K 12 4
Digital-Dermatology
selfclean

A holistic self-supervised data cleaning strategy to detect off-topic samples, near duplicates and label errors.

2K 37 2
jhd3197
tukuy

Tukuy is a robust, extensible data transformation library that leverages a flexible plugin system. It simplifies the manipulation, validation, and extraction of data across multiple formats (text, HTML, JSON, dates, numbers, and more), making it an ideal tool for building data pipelines and cleaning workflows.

1K 3 0
johanneskasser
hdsemg-select

A graphical user interface (GUI) application for selecting and analyzing HDsEMG channels. This tool helps identify and exclude faulty channels (e.g., due to electrode misplacement, corrosion or noisy channels) from HDsEMG recordings.

1K 2 0
voxel51
fiftyone-desktop

Refine high-quality datasets and visual AI models

1K 11K 761
Renumics
sliceguard

A library for detecting problematic data segments in structured and unstructured data with few lines of code.

1K 63 3
hplt-project
opuscleaner

OpusCleaner is a web interface that helps you select, clean and schedule your data for training machine translation models.

1K 58 16
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