NYC 311 Interactive Explorer

311 Data Exploration

Introduction

This interactive Shiny RMarkdown document expands on the code created during our live coding session. The goal is to explore the NYC 311 complaints dataset using:

• Borough selection
• Adjustable number of top complaint types
• A date-range filter
• A bar chart of most frequent complaints
• A time-series plot
• A searchable data table
• A summary statistic panel

All components update automatically based on user input.

data_311 <- nyc_311(limit = 10000)

# Convert created date into proper Date format
data_311$created_date <- as.Date(substr(data_311$created_date, 1, 10))

Interactive Inputs

Choose a Borough:

BRONX BROOKLYN MANHATTAN QUEENS STATEN ISLAND Unspecified

Number of Top Complaint Types:

Select Date Range:

to

Summary of Results

Top Complaint Types (Bar Chart)

Daily Complaint Volume (Time Series)

Fill Filtered Data Table