Intros to PCA and Shiny
- tidyverse
- janitor
- naniar
- VIM
- skimr
- ggfortify
- shinythemes
- shiny
California pollution burden
Source: California Office of Environmental Health Hazard Assessment (OEHHA)’s CalEnviroScreen database: https://oehha.ca.gov/calenviroscreen/maps-data/download-data
Files you’ll use for PCA part of lab:
ca_pollution_burden.csv: data for metrics of pollution burden in California by census tract (2018)ca_census_demographics_2010.csv: selected demographics (race, poverty, age) for California census tracts, from 2010 census
Candy/costume data for Shiny intro
Data in spooky_data.csv are curated from two sources:
- Candy Store (candystore.com) data for 2019 candy sales by state.
- Costume rankings by state (2017) from Google Frightgeist