The cincy package contains simple feature geographic polygon files (sf objects) that define Cincinnati Neighborhood, Tract, County, and ZIP Code Geographies.
Installing
# install.packages("remotes")
remotes::install_github("geomarker-io/cincy")Data
Data objects are data.frames of class sf and are named by geography, source, and optionally vintage:
| name | geography | source | vintage |
|---|---|---|---|
zcta_tigris_2020 |
zcta | tigris | 2020 |
zcta_tigris_2010 |
zcta | tigris | 2010 |
zcta_tigris_2000 |
zcta | tigris | 2000 |
tract_tigris_2020 |
tract | tigris | 2020 |
tract_tigris_2010 |
tract | tigris | 2010 |
tract_tigris_2000 |
tract | tigris | 2000 |
neigh_sna |
neigh | sna | |
neigh_cchmc_2020 |
neigh | cchmc | 2020 |
neigh_cchmc_2010 |
neigh | cchmc | 2010 |
neigh_ccc |
neigh | ccc | |
districts_tigris_2013 |
districts | tigris | 2013 |
districts_tigris_2011 |
districts | tigris | 2011 |
county_swoh_2010 |
county | swoh | 2010 |
county_hlthvoh_2010 |
county | hlthvoh | 2010 |
county_hlthv_2010 |
county | hlthv | 2010 |
county_8cc_2010 |
county | 8cc | 2010 |
county_7cc_2010 |
county | 7cc | 2010 |
blockgroup_tigris_2020 |
blockgroup | tigris | 2020 |
blockgroup_tigris_2010 |
blockgroup | tigris | 2010 |
blockgroup_tigris_2000 |
blockgroup | tigris | 2000 |
Use autocomplete functionality at the R prompt (e.g., typing cincy:: and pressing TAB twice) to find the needed sf object, narrowing first based on geography (tract, zcta, neigh, county), then by source, and then optionally by vintage.
Consult the help file for any object for more information on the data within it:
?cincy::neigh_cccOr explore the data documentation online at https://geomarker.io/cincy/reference
Examples
Data are returned as simple features objects. For example, to get Cincinnati neighborhoods, as defined by the most recent version of community council boundaries from CAGIS:
cincy::neigh_ccc## Simple feature collection with 75 features and 1 field
## Geometry type: MULTIPOLYGON
## Dimension: XY
## Bounding box: xmin: 964487.9 ymin: 1841115 xmax: 994473.1 ymax: 1859227
## Projected CRS: NAD83(NSRS2007) / Conus Albers
## First 10 features:
## neighborhood SHAPE
## 1 Paddock Hills MULTIPOLYGON (((983858.4 18...
## 2 Corryville - Heights MULTIPOLYGON (((981244.6 18...
## 3 South Cumminsville MULTIPOLYGON (((978487.3 18...
## 4 Avondale - North Avondale MULTIPOLYGON (((982120.1 18...
## 5 Corryville MULTIPOLYGON (((981595.8 18...
## 6 Spring Grove Village MULTIPOLYGON (((978574.3 18...
## 7 CUF - Mount Auburn MULTIPOLYGON (((981416 1848...
## 8 Columbia Tusculum - East End MULTIPOLYGON (((987788.4 18...
## 9 Mount Lookout MULTIPOLYGON (((988778.2 18...
## 10 Riverside - Sayler Park MULTIPOLYGON (((967897.9 18...Or to get Cincinnati ZIP Codes, as defined by the Census Bureau as ZIP Code Tabulation Areas (ZCTAs), from 2000:
cincy::zcta_tigris_2000## Simple feature collection with 53 features and 1 field
## Geometry type: MULTIPOLYGON
## Dimension: XY
## Bounding box: xmin: 953086.5 ymin: 1838982 xmax: 1003658 ymax: 1871411
## Projected CRS: NAD83(NSRS2007) / Conus Albers
## First 10 features:
## zcta_2000 geometry
## 1 45216 MULTIPOLYGON (((983383.8 18...
## 2 45174 MULTIPOLYGON (((998460.5 18...
## 3 45229 MULTIPOLYGON (((982399.8 18...
## 4 45217 MULTIPOLYGON (((982959 1853...
## 5 45252 MULTIPOLYGON (((968113.2 18...
## 6 45239 MULTIPOLYGON (((975836.6 18...
## 7 45243 MULTIPOLYGON (((998121.2 18...
## 8 45236 MULTIPOLYGON (((990544 1856...
## 9 45220 MULTIPOLYGON (((979634.1 18...
## 10 45204 MULTIPOLYGON (((976776.7 18...Alternatively, get the 2010 Counties in Cincinnati’s 7-county catchment area:
cincy::county_7cc_2010## Simple feature collection with 7 features and 5 fields
## Geometry type: MULTIPOLYGON
## Dimension: XY
## Bounding box: xmin: 949713.7 ymin: 1808108 xmax: 1025618 ymax: 1903358
## Projected CRS: NAD83(NSRS2007) / Conus Albers
## county_name county_id state_name state_id geoid
## 1 Butler 017 OH 39 39017
## 2 Hamilton 061 OH 39 39061
## 3 Clermont 025 OH 39 39025
## 4 Warren 165 OH 39 39165
## 5 Kenton 117 KY 21 21117
## 6 Boone 015 KY 21 21015
## 7 Campbell 037 KY 21 21037
## geometry
## 1 MULTIPOLYGON (((968901.4 18...
## 2 MULTIPOLYGON (((954168.6 18...
## 3 MULTIPOLYGON (((1002941 186...
## 4 MULTIPOLYGON (((991479.4 18...
## 5 MULTIPOLYGON (((974627.4 18...
## 6 MULTIPOLYGON (((953225.9 18...
## 7 MULTIPOLYGON (((990745 1832...