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Description
For multi year comparison and visualisation purposes, the column names across the years should be consistent.
All columns available for a dataset name across the years should be reviewed carefully and a common column format for each should be decided to avoid duplications.
Example: Column Name Variations
- Number of arrivals
- No. of arrivals
- arrivals
- number
All of the above should be converted to one common format.
Country Name Inconsistencies
For country names, one name should be decided for countries with multiple names/definitions.
Example
- Republic of Zimbabwe
- Zimbabwe