Vimal Natarajan shows off some R charts using crime incident data:
By analyzing the plot above, we can arrive at the following insights:
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The number of crimes steadily decline from midnight and are at the lowest during the early morning hours and then they start increasing and peak around 6 PM in the evening. This is the same insight we arrived in my previous analysis but here we have categorized by the Police district and still see the same pattern.
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As seen in the previous plot, Park and Richmond districts have the lowest number of crimes throughout the day.
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As highlighted in red in the plot above, the maximum number of crimes happens in Southern district around 6 PM in the evening.
I would prefer to see code here, but it does serve to give you an idea of what R can do.