Crime Analysis and Mapping in Seattle

GIS Data Visualization Neighborhoods

Examples of exploratory data analysis in web-reports with interactive graphs, tables, and maps.

Below are examples of thorough explanatory data analysis that presented as a series of web reports for a professor at Stanford University. The work showcases my ability to use R Markdown, Plotly, and Leaflet for interactive graphs, tables, and maps.

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Seattle 911 Calls EDA

Interactive Time Series Graph from Exploratory Analysis

Figure 1: Interactive Time Series Graph from Exploratory Analysis

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Seattle 911 Calls for Disturbance, Suspicious Persons, and Trespass Complaints

Interactive Hot Spot Map of Suspicious Person Calls

Figure 2: Interactive Hot Spot Map of Suspicious Person Calls

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Seattle 911 Calls: No Police Action Taken (NPAPN)

Dot Plot of Case Types Resolved with No Police Action Taken

Figure 3: Dot Plot of Case Types Resolved with No Police Action Taken

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