Local Portland Area Maps

A Citation

I found a starting point on local maps in Seattle.

library(ggmap)
## Loading required package: ggplot2
## Google's Terms of Service: https://cloud.google.com/maps-platform/terms/.
## Please cite ggmap if you use it! See citation("ggmap") for details.
library(osmdata)
## Data (c) OpenStreetMap contributors, ODbL 1.0. https://www.openstreetmap.org/copyright
library(tidyverse)
## ── Attaching packages ─────────────────────────────────────── tidyverse 1.3.0 ──
## ✓ tibble  3.0.4     ✓ dplyr   1.0.2
## ✓ tidyr   1.1.2     ✓ stringr 1.4.0
## ✓ readr   1.4.0     ✓ forcats 0.5.0
## ✓ purrr   0.3.4
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## x dplyr::filter() masks stats::filter()
## x dplyr::lag()    masks stats::lag()

A Portland Map

The setup for a Google Cloud account is kind of a pain and it requires a billing option. That was annoying but eventually fixed.

## Source : http://tile.stamen.com/terrain/11/325/731.png
## Source : http://tile.stamen.com/terrain/11/326/731.png
## Source : http://tile.stamen.com/terrain/11/327/731.png
## Source : http://tile.stamen.com/terrain/11/325/732.png
## Source : http://tile.stamen.com/terrain/11/326/732.png
## Source : http://tile.stamen.com/terrain/11/327/732.png
## Source : http://tile.stamen.com/terrain/11/325/733.png
## Source : http://tile.stamen.com/terrain/11/326/733.png
## Source : http://tile.stamen.com/terrain/11/327/733.png

Avatar
Robert W. Walker
Associate Professor of Quantitative Methods

My research interests include causal inference, statistical computation and data visualization.

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