23  broadband.csv

Russell Brandom and William Joel in an article for The Verge wrote,

“If broadband access was a problem before 2020, the pandemic turned it into a crisis. As everyday businesses moved online, city council meetings or court proceedings became near-inaccessible to anyone whose connection couldn’t support a Zoom call.”

But, who in America has access to broadband internet? As part of their ongoing work to improve software and service performance and security, Microsoft collected router speed data from individuals who accessed their cloud services. After aggregating and anonymizing these data, they made these data available publicly to help researchers and policymakers understand and improve problems related to broadband access.

The data in broadband.csv, collected by Microsoft (2021), give us much better insight as to the true broadband access (defined as internet download speeds of at least 25 Mbps) of Americans as, to date, most studies of broadband access have used data collated by the FCC that is based on individual Internet Service Providers’ descriptions of the areas they serve. To better contextualize this, the data have also been augmented with several county-level poverty and education indicators. The variables are:


23.0.1 Preview

Code
# Import Data
broadband = readr::read_csv(file = "https://raw.githubusercontent.com/zief0002/modeling/main/data/broadband.csv")

# View data
broadband
ABCDEFGHIJ0123456789
state
<chr>
county
<chr>
fips
<dbl>
rural_urban
<dbl>
metro
<chr>
fcc_availability
<dbl>
microsoft_useage
<dbl>
pct_poverty
<dbl>
median_income
<dbl>
ALAutauga County10012Metro0.810.2812.158233
ALBaldwin County10033Metro0.880.3010.159871
ALBarbour County10056Nonmetro0.590.1827.135972
ALBibb County10071Metro0.290.0720.347918
ALBlount County10091Metro0.690.0916.352902
ALBullock County10116Nonmetro0.060.0530.031906
ALButler County10136Nonmetro0.780.1121.639944
ALCalhoun County10153Metro0.930.3217.247747
ALChambers County10176Nonmetro0.820.3419.642015
ALCherokee County10196Nonmetro0.990.1015.945982


23.0.2 References

Brandom, R., & Joel, W. (2021, May 10). This is a map of America’s broadband problem: A county-by-county look at the broadband gap. The Verge.

Economic Research Service, U.S. Department of Agriculture. (2021). County-Level Data Sets.

Microsoft. (2021). United States Broadband Usage Percentages Dataset. Github repository.