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DATA-SCIENCE-FUNDAMENTALS5 MIN READ

Sort the Chart to the Task

Choose chart encodings by matching the analytical task to comparison, time, distribution, relationship, or composition.

sort-buckets comparison-spectrum before-after Sort each analytical task into the visual encoding that best supports it. Sorted bar chart Line chart Histogram or box plot Scatterplot Stacked bar with few segments Compare conversion rate across seven acquisition channels Show monthly activation rate over the last 18 months Inspect spread and skew in order value Explore relationship between discount percentage and gross margin Show revenue mix across three plan tiers by quarter Rank support backlog by team this week Find whether page latency has a long tail Check whether weekly usage relates to renewal probability

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