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In this project, I have extensively conducted a detailed analysis of the crimes that happened in 2019. I made use of attributes such as time, location, and many more. Subsequently, I have listed out relevant graphs from the data. Python, AWS EMR, S3 buckets, Apache PySpark, and Pandas have been used.