Analyzing NYCHA Housing Maintenance Code Violations
In nycOpenData: Convenient Access to NYC Open Data API Endpoints

library(nycOpenData)
library(dplyr)
library(ggplot2)

Introduction

The NYCHA Housing Maintenance Code Violations dataset provides information about maintenance violations in public housing developments across New York City.

This dataset is important because it helps researchers, policymakers, and residents understand housing conditions and identify patterns in maintenance issues.

data

data <- nyc_ha_violations()

head(data)

Count violations by borough

data %>%
  count(boro_nm)

Visual

data %>%
  count(boro_nm) %>%
  ggplot(aes(x = boro_nm, y = n)) +
  geom_col() +
  labs(
    title = "Number of NYCHA Violations by Borough",
    x = "Borough",
    y = "Number of Violations"
  )