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Facts visualization You have by now been able to answer some questions about the data by means of dplyr, however, you've engaged with them equally as a table (for instance a single exhibiting the everyday living expectancy within the US each and every year). Frequently a far better way to comprehend and current these types of details is as a graph.

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Grouping and summarizing Up to now you have been answering questions on person country-year pairs, but we may have an interest in aggregations of the data, including the average everyday living expectancy of all nations in just annually.

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