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Use the data below on potholes filled in the last 7 days in Chicago to answer the following questions. Turn in a knitted pdf document of your code and analysis.
1. Is the point pattern of lat longs clustered, random, or regular? Use the spatstat package to estimate the K function, along with a confidence interval of the K function for a random pattern.
2. Plot a 2d heat map (kernel density estimate) of the pothole locations. Which part of the city seems to have the worst pothole problem based on the data?
3. On what hour of the day are potholes most frequently reported in the data? On what hour of the day are they most frequently filled? Plot histograms of the number of potholes filled (and reported) each hour.
4. What is the average and largest gap in time between reported date and filled date in the data?
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