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developer-roadmap/roadmaps/data-analyst/content/data-cleanup@E6cpb6kvluJM8OGuDcFBT.md
Arik Chakma 274082fd77 feat: clean roadmap content and sync scripts (#10181)
* refactor: clean to roadmap content

* refactor: move shared helpers into scripts/lib
2026-07-28 05:45:17 +06:00

575 B

Data Cleanup

Data cleanup is the process of identifying and resolving quality issues in a dataset before analysis. Raw data from real-world sources almost always contains errors, missing values, duplicates, and inconsistencies. Thorough cleaning ensures that analysis results reflect reality rather than artifacts of data collection.

Visit the following resources to learn more: