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Data Cleaning Workflows

Data Cleaning Workflows is a critical skill in modern technology. Master it through hands-on projects, curated resources, and community-driven learning. Complete learning hub with 100+ sources from across the internet.

Salary Range
$85k – $180k
Jobs Available
12,000+
Demand Score
78/100
Time to Learn
3-6 months to job-ready

Complete Data Cleaning Workflows Learning Hub

Every free & paid resource, tool, community, and platform to master Data Cleaning Workflows

Top GitHub Repositories

15 trending repos to learn from

Unstructured-IO/unstructured

HTML
15,691

Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to

YorCreative/Laravel-Argonaut-DTO

PHP
106

Argonaut is a lightweight Data Transfer Object (DTO) package for Laravel that supports nested casting, recursive serialization, and validation out of the box. Ideal for service layers, APIs, and clean

sanusanth/c-basic-programs

82

What is C#? C# is pronounced "C-Sharp". It is an object-oriented programming language created by Microsoft that runs on the .NET Framework. C# has roots from the C family, and the language is close

harryabraham11/Dataset_HealthHub

TypeScript
50

Developed an AI-driven data preprocessing platform that automates dataset analysis, identifies data quality issues, and performs one-click cleaning and preparation for machine learning workflows using

h9zdev/Lowkeystalker

JavaScript
42

Intercepts and displays Tinder profile details directly on-page in a clean, searchable interface. Automatically captures profile data, downloads profile photos, stores bios, interests, prompts, and me

ciaren-labs/Ciaren

Python
37

Open-source, local-first visual ETL and data pipeline builder. Drag-and-drop data prep and ML workflows, preview every step, schedule runs, and export clean pandas or Polars Python code. Self-hosted,

tianbing1230/CFPS-Panel-Data-Cleaning-Pipeline

Stata
33

CFPS panel data cleaning workflow, with extensive cross-wave harmonization and imputation logic.

FinDii/FeatureEngineering

Jupyter Notebook
26

A clean and modular Python toolkit for feature engineering, including data preprocessing, transformation, encoding, scaling and feature selection. Suitable for both exploratory data analysis and produ

Salary Impact of Data Cleaning Workflows

Estimated earning potential across career levels

Entry Level (0-2y)
$50-80k
₹4 – ₹8 LPA India
Mid-Level (2-5y)
$80-140k
₹8 – ₹18 LPA India
Senior (5+y)
$140-250k+
₹18 – ₹40+ LPA India

Salary ranges are market estimates and vary significantly based on primary job title, location, and seniority level.

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