upperCombined: State Legislative District (Upper Chambers) Public Opinion...
In krige: Geospatial Kriging with Metropolis Sampling

upperCombined

R Documentation

State Legislative District (Upper Chambers) Public Opinion Ideology in 2010

Description

These data present measures of ideology in 2010 for the districts for upper chambers of state legislatures, recorded as the variable krige.upper. All 50 states' chambers are covered (including the Nebraska Unicameral). Forecasts are based on a kriging model fitted over the 2008 Cooperative Congressional Election Survey (CCES), paired with predictive data from the 2010 Census. Each district's public ideology is paired with a measure of the ideology of the State Senate member from the district (update from Shor and McCarty 2011).

Format

The upperCombined dataset has 1989 observations and 10 variables.

st: Two-letter postal abbreviation for the state.
upper: The state legislative district number (upper chamber).
STATEA: The FIPS code for the state.
krige.upper: The ideology of the average citizen in the district.
upperKluge: Combined index of STATEA followed by upper.
krige.upper.var: The variance of ideology among the district's citizens.
name: Last name of the state legislator, followed by first name and middle initial.
party: Political party of the legislator. D=Democrat, R=Republican, X=Other.
st_id: Temporary identifer variable. DO NOT USE.
np_score: Ideology score for the state legislator (upper chamber). Higher values are usually interpreted as more right-wing, with lower values as more left-wing.

Source

Ansolabehere, Stephen. 2011. "CCES, Common Content, 2008." Ver. 4.

Minnesota Population Center. 2011. National Historical Geographic Information System: Version 2.0. Minneapolis, MN: University of Minnesota. https://www.nhgis.org

Shor, Boris and Nolan M. McCarty. 2011. "The Ideological Mapping of American Legislatures." American Political Science Review 105(3):530-551.

References

Jeff Gill. 2020. Measuring Constituency Ideology Using Bayesian Universal Kriging. State Politics & Policy Quarterly. doi:10.1177/1532440020930197

Examples

# Descriptive Statistics
summary(upperCombined)

# Correlate Senators' DW-NOMINATE Scores with Public Opinion Ideology
cor(upperCombined$np_score,upperCombined$krige.upper,use="complete.obs")

# Plot Legislators' DW-NOMINATE Scores against Public Opinion Ideology
plot(y=upperCombined$np_score,x=upperCombined$krige.upper,
     xlab="District Ideology (Kriging)", ylab="Legislator Ideology (Shor & McCarty)", 
          main="State Legislatures: Upper Chambers", type="n")
points(y=upperCombined$np_score[upperCombined$party=="R"],
       x=upperCombined$krige.upper[upperCombined$party=="R"],pch=".",col="red")
points(y=upperCombined$np_score[upperCombined$party=="D"],
       x=upperCombined$krige.upper[upperCombined$party=="D"],pch=".",col="blue")

krige documentation built on May 1, 2022, 5:06 p.m.