Cleaning the Dataset
Cleaning the Dataset
Before analysis, datasets must be cleaned to remove errors and inconsistencies.
Data Cleaning Tasks
- Removing duplicate rows
- Handling missing values
- Correcting formatting issues
- Standardizing categories
Clean data improves the accuracy of analysis results.
