munichrent03 {LinRegInteractive}

Data for the Rent Index 2003 in Munich, Germany

Description

Sample of 2,053 appartments from the data collected for the preparation of the Munich rent index 2003.

Usage

data("munichrent03")

Format

A data frame with 2,053 observations on the following 12 variables.

rent

Net rent in EUR (numeric).

rentsqm

Net rent per square meter in EUR (numeric).

area

Floor area in square meters (numeric).

rooms

Number of rooms (numeric).

yearc

Year of construction (numeric).

bathextra

Factor: High quality equipment in the bathroom?

bathtile

Factor: Bathroom tiled?

cheating

Factor: Central heating available?

district

Urban district where the apartment is located. Factor with 25 levels: "All-Umenz" (Allach - Untermenzing), "Alt-Le" (Altstadt - Lehel), "Au-Haid" (Au - Haidhausen), "Au-Lo-La" (Aubing - Lochhausen - Langwied), "BamLaim" (Berg am Laim), "Bogenh" (Bogenhausen), "Feld-Has" (Feldmoching - Hasenbergl), "Had" (Hadern), "Laim" (Laim), "Lud-Isar"(Ludwigsvorstadt - Isarvorstadt), "Maxvor" (Maxvorstadt), "Mil-AmH" (Milbertshofen - Am Hart), "Moos" (Moosach), "Neuh-Nymp" (Neuhausen - Nymphenburg), "Obgies" (Obergiesing), "Pas-Obmenz" (Pasing - Obermenzing), "Ram-Per" (Ramersdorf - Perlach), "SchwWest" (Schwabing West), "Schwab-Frei" (Schwabing - Freimann), "Schwanth" (Schwanthalerhoehe), "Send" (Sendling), "Send-West" (Sendling - Westpark), "Th-Ob-Fo-Fu-So" (Thalkirchen - Obersendling - Forstenried - Fuerstenried - Solln), "Trud-Riem" (Trudering - Riem) and "Ugies-Har" (Untergiesing - Harlaching).

location

Quality of location. Ordered factor with levels "normal", "good" and "top".

upkitchen

Factor: Upscale equipment in kitchen?

wwater

Factor: Hot water supply available?

Source

https://doi.org/10.5282/ubm/data.2

References

Fahrmeir, L., Kneib, T., Lang, S., Marx, B. (2013): Regression: Models, Methods and Applications. Berlin: Springer.

Fahrmeir, L., Kuenstler, R., Pigeot, I., Tutz, G. (2004): Statistik: der Weg zur Datenanalyse, 5th edition. Berlin: Springer.

Open Data LMU (2003): Muenchner Mietspiegel 2003.

Examples

data("munichrent03")
print(summary(munichrent03))

par(ask=TRUE)
plot(munichrent03[,1:5])
plot(rentsqm ~ bathextra, data=munichrent03)
plot(rentsqm ~ bathtile, data=munichrent03)
plot(rentsqm ~ cheating, data=munichrent03)
plot(rentsqm ~ location, data=munichrent03)
plot(rentsqm ~ upkitchen, data=munichrent03)
plot(rentsqm ~ wwater, data=munichrent03)

oldpar <- par(no.readonly = TRUE)
par(las=3, mar=c(8,4,4,2)+0.1)
plot(rentsqm ~ district, xlab=NA, data=munichrent03)
par(oldpar)

par(ask=FALSE)