B17001002 is the number of people whose “Income in the Past 12 Months

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Practice Problems

Part 5: Download Poverty Data

B17001002 is the number of people whose “Income in the Past 12 Months (is) Below Poverty Level”

(https://www.socialexplorer.com/data/ACS2015/metadata/?ds=ACS15&var=B17001002)

vars = c(poverty = 'B17001_002')

povertyData = get_acs(geography = "zcta",

variables = vars,

geometry = FALSE)

Remove the spurious “ZCTA5” from the ZIP data & Clean-Up

povertyData$mod_zcta = sub("ZCTA5 ", "", povertyData$NAME)

Rename the “estimate” column into something meaningful; for example:

povertyData = povertyData %>% rename(povertyCount = estimate)

Hint

ComputerThe Census Bureau provides poverty data from several household surveys and programs. Here you can find poverty estimates, learn about these surveys and programs, and get guidance on how to choose the right estimate for your needs....

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