Python Programming Learning Circle

Dec 18, 2020 · Fundamentals

Data Exploration and Cleaning: Core Concepts, Steps, and Example Workflow

This article explains the purpose of data exploration and cleaning, outlines core analysis tasks, details missing‑value and outlier handling techniques—including various imputation methods—and illustrates the complete workflow with example images and a histogram‑based distribution analysis.