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Data Analysis

These scripts are used for the data analysis process for analyzing the Eugene Police Department CAD dataset from 2014–2022. Ensure that you have already run the data pre-processing scripts.

Packages Used

The data analysis process relies on the following Python packages:

Data Visualization:
  • 'WordCloud'
  • 'Matplot.lib'
  • 'Seaborn'

Statistical Analysis:

  • 'scipy.stats'
  • 'pinguin'

Steps to Run the Data Analysis Scripts

  1. data_vis.py
    This script contains instructions on how to visualize the data from the dataset after it is cleaned/prepped.

  2. stat_tests.py
    This script has statistical tests including:

    • Spearman correlation coefficient
    • Welch's t-test