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23.tabular_joins.qmd
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---
title: "23. Tabular joins"
author: "Lucy Block"
format:
html:
code-copy: true
toc-location: right
editor: visual
link-external-newwindow: true
link-external-icon: true
---
## Video Tutorial
{{< video https://www.youtube.com/watch?v=C0ZUZg_ZLcE >}}
#### In this tutorial
How to join tabular data from a CSV to a shapefile using a common identifier
## Data downloads
[Community Districts shapefile](https://data.cityofnewyork.us/City-Government/Community-Districts/yfnk-k7r4)
[CSV](https://drive.google.com/file/d/1FuhNasPxICiK9QhYXCtfdVmGvorWedFY/view) containing healthcare facilities and population by community district
### Sources to create CSV
[NYC Facilities database](https://www.nyc.gov/site/planning/data-maps/open-data/dwn-selfac.page) filter: FACDOMAIN = HEALTH AND HUMAN SERVICES, then count by community district
[Population by community district](https://www.nyc.gov/site/planning/planning-level/nyc-population/american-community-survey.page): Most recent ACS 5-Year, Demographic variable = Pop_1E