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ata is organized properly such as removing any duplicates or inconsistencies once you have cleaned up your data you can start visualizing it using a bar chart race to show changes over time. The key is to have a dataset with recorded data over time like world population data sorted in a CSV file. The data should include columns for countries, years, and recorded values. Cleaning up the data is crucial before creating the visualization.