Created
March 5, 2018 18:30
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Provides a convenient way to create dummy variables
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# to-do: properly document it | |
library(tidyverse) | |
library(rlang) | |
dummify = function(.data, ..., .pattern = "{column}_{value}") { | |
cols = quos(...) | |
new_cols = imap(cols, function(quoted_expr, column) { | |
if (is_integer(column) || column == "") { | |
column = expr_text(quoted_expr) %>% str_sub(2) # removes the ~ | |
values = .data[[column]] %>% unique | |
} else { | |
values = eval_tidy(quoted_expr) | |
} | |
vec = .data[[column]] | |
imap(values, function(real_value, value) { | |
if (is_integer(value) || value == "") | |
value = real_value | |
dummy_col = glue(.pattern) | |
.data %>% | |
transmute(!!sym(dummy_col) := as.integer(vec == real_value)) | |
}) %>% | |
bind_cols | |
}) | |
bind_cols(.data, new_cols) | |
} |
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