Visualizing & Predicting U.S. Crime Rates

Authors	LinkedIn	GitHub
Anand Ramakrishnan	#	#
Nick Van Bergen	LinkedIn	GitHub
Steven Tran	#	#

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Table of Contents

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Problem Statement

The Question

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Data

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Software Requirements

Standard Data Science Libraries:

• pandas
• NumPy
• matplotlib
• scikit-learn

Additional software requirements:

• Tensorflow (with Keras)
• GeoPandas
  • GeoPandas requires C++ 14.0