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Research Atlas

Mission 03 · Data Science

Cleaning Scientific Data

Real sensors fail, drift, and lie. Learn to detect outliers, handle missing values, and document every decision.

Field station:
Data Lab
Estimated time:
60 min
Skills:
Data QA/QC, Missing data, Outlier detection, Reproducibility
Begin Mission
  1. 01The Reality of Raw Data12 min
  2. 02Identifying Missing Values16 min
  3. 03Detecting Outliers16 min
  4. 04Handling Missing Data16 min
  5. 05Documenting Cleaning Decisions12 min
  6. 06Unit Conversion & Consistency12 min