At the very onset, this Tableau report is based on a Calculated field. After Left joining Orders table to Returns table on Order ID, only those orders that were returned were marked accordingly and the rest were left as 'Sales Retained' Above calculated field is used on the color pill to render Viz in the example below. The published report starts with a 1. Summary viz with the Returned Sales $ are calculated as a percentage of the Sales $ on that day and plotted over time series. Once can infer that Q1 of both 2012 and 2013, majority of the retail transactions have been Returns 2. Area chart on the top left plots running total of the Returned Sales $ as a percentage of total Sales (for the entire data set). This viz is particularly useful is concluding that there is a considerable surge in returns on the last week of March 2014. Also some comfort from the fact that Returned Sales $ is merely 8% of Total Sales 3. The Correlations bubble chart plots the S...
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