make_ames: Create a Processed Version of the Ames Housing Data

Description Usage Details Value Examples

View source: R/make_ames.R

Description

Create a Processed Version of the Ames Housing Data

Usage

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Details

For the processed version, the exact details can be found in the code of make_ames but a summary of the differences between these data sets and ames_raw is:

make_ordinal_ames is the same as make_ames but many factor variables were changed to class ordered (see below).

The documentation for ames_raw() contains descriptions of the columns although, as noted above, the column names in ames_raw() are slightly different from the processed versions.

make_ames_new() creates a data set of new properties. These were populated using less data sources than the original and lack a number of the condition and quality. Both properties were unsold at the time of this writing.

Value

A tibble with the data.

Examples

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ames <- make_ames()
nrow(ames)
summary(ames$Sale_Price)

ames_ord <- make_ordinal_ames()
ord_vars <- vapply(ames_ord, is.ordered, logical(1))
names(ord_vars)[ord_vars]

AmesHousing documentation built on July 2, 2020, 3:26 a.m.