demspaces

NOTE: This repo has moved to https://github.com/vdeminstitute/demspacesR

demspaces contains helper functions for the Democratic Spaces Barometer project; see andybega/democratic-spaces.

(Note to self: the private dev repo is at andybega/closing-spaces)

Installation

Since this package is specific to the democratic spaces project, it will not end up on CRAN. Install from GitHub instead, with:

# install.packages("remotes")
remotes::install_github("andybega/demspaces")

Example

library("demspaces")
#> 
#> Attaching package: 'demspaces'
#> The following object is masked from 'package:stats':
#> 
#>     rf

data("states")

mdl   <- ds_logistic_reg("v2x_veracc_osp", states)
#> Warning in ds_logistic_reg("v2x_veracc_osp", states): Discarding 40 incomplete
#> feature set cases
#> Warning in ds_logistic_reg("v2x_veracc_osp", states): Discarding 40 incomplete
#> outcome set cases
preds <- predict(mdl, new_data = states)
head(preds)
#>          outcome from_year   for_years gwcode       p_up    p_same     p_down
#> 1 v2x_veracc_osp      1970 1971 - 1972      2 0.02847696 0.9612083 0.01061705
#> 2 v2x_veracc_osp      1971 1972 - 1973      2 0.02074426 0.9689705 0.01050317
#> 3 v2x_veracc_osp      1972 1973 - 1974      2 0.02582880 0.9619841 0.01251021
#> 4 v2x_veracc_osp      1973 1974 - 1975      2 0.02612461 0.9631745 0.01098790
#> 5 v2x_veracc_osp      1974 1975 - 1976      2 0.02514729 0.9650580 0.01004742
#> 6 v2x_veracc_osp      1975 1976 - 1977      2 0.02246814 0.9629301 0.01493733

Meta

There is a Makefile to help with stuff. E.g. to open that static docs:

make opendocs

To add new models, see the add_new_model.R script. It will use a template to setup the R and test files.