---
title: "Analyzing NYCHA Housing Maintenance Code Violations"
output: rmarkdown::html_vignette
author: Laura Werner
vignette: >
  %\VignetteIndexEntry{Analyzing NYCHA Housing Maintenance Code Violations}
  %\VignetteEngine{knitr::rmarkdown}
  %\VignetteEncoding{UTF-8}
---

```{r setup, include = FALSE}
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

```{r}
data <- nyc_ha_violations()

head(data)
```

## Count violations by borough

```{r}
data %>%
  count(boro_nm)
```

## Visual

```{r}
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"
  )
```