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- To check the trend in fatal shootings I plotted line graph.

- From the 1st plot we see that we can see that the fatal shootings spike in March and October and reach the all-time low in December.
- To understand the distribution of fatal shootings across the various states, I created a bar plot

- From the plot it can be seen that California has highest number of fatal shootings while Rhode Island has lowest.
- I plotted a histogram to check the distribution armed fugitives of only “White”, “Black” and “Hispanic” race and got the following result.
