Similarity enhancements
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Allow YAML to specify a sampling mechanism. For example, take the 1,000 largest advertisers by revenue. Or the top 200 districts from the largest states. (Note: The second is tricky.) -
In the modal dialog that compares two entities, show the percentile difference. (For example, revenue of 33 lakhs is 70th percentile, 20 lakhs is 10th percentile. Difference is 70 - 10 = 60%)