Items to add to your data cleaning checklist?
Why are these important to check for?
| Unformatted Data | Standardizing formats enhances readability and prevents misinterpretation, promoting uniformity in the dataset for more effective analysis and reporting. |
| Different Data Types | Homogenizes data for consistency, avoiding processing errors. |
| Duplication | Ensures data integrity by eliminating redundant entries. |
| Missing Values | Essential for complete and accurate analyses. |