Analysis of Crime Incidents from SFPD Reporting
Objective
Unravelling crime patterns and trends to better understand the safety level and categories of incidents that occur in different areas in SF. This will help the SF residents , tourists - - stay vigilant on safety and security as SF continues to grow as a desirable city to live with thriving industry. - povide insights on criminal activity in the area.
Technical Requirements
The technical requirements for Project are as follows.
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[ X] Use Pandas to clean and format your data set(s)
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[ X] Create a Jupyter Notebook describing the data exploration and cleanup process
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[ X] Create a Jupyter Notebook illustrating the final data analysis
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[ X] Use Matplotlib to create a total of 6-8 visualizations of your data (ideally, at least 2 per "question" you ask of your data)
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[X ] Save PNG images of your visualizations to distribute to the class and instructional team, and for inclusion in your presentation
Project folder organization
Code
Folder containing main python code : - Code/Crime_SF_Main.py - The main Python code - Code/Crime_SF_Main.pynb - The main Python notebook with output plots and sample datasets
Plot
Output plots are organized in the plot folder
python packages
Requirements.txt - required Python packages