QScript Functions for Capping and Recoding Numeric Variables
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// General-purpose function for capping or excluding
// high or low values. In this context, capping means
// setting all values higher (or lower) than a given
// value to that value.
// - cap: boolean. If false, high/low values will be set as missing
// - high: boolean. If true we are capping/recoding values higher
// than given value. If false, we are capping/recoding values
// lower than a given value.
function recodeOrCapSelectedData(cap, high) {
includeWeb('QScript Selection Functions');
includeWeb('QScript Functions to Generate Outputs');
includeWeb('QScript Value Attributes Functions');
const web_mode = inDisplayr();
let allowed_types = ["Number", "Number - Multi", "Number - Grid"];
let selected_questions;
let invalid_questions;
if (web_mode) {
const displayr_fail_message = "Select one or more Numeric or Numeric - Multi variable sets "
+ "under Data Sets and run this option again.";
const user_selections = getAllUserSelections();
selected_questions = user_selections.selected_questions.concat(user_selections.questions_in_rows_of_selected_tables);
if (selected_questions.length == 0) {
log("No appropriate data is selected. " + displayr_fail_message);
return false;
}
let sorted_selection = splitArrayIntoApplicableAndNotApplicable(selected_questions,
function(q) { return allowed_types.indexOf(q.questionType) > -1; });
selected_questions = sorted_selection.applicable;
invalid_questions = sorted_selection.notApplicable;
} else {
let selected_datafiles = dataFileSelection();
let relevant_questions = getAllQuestionsByTypes(selected_datafiles, allowed_types);
selected_questions = selectManyQuestions("Please select the questions to recode:", relevant_questions).questions;
}
// Recoding input
let message = cap ? ("Recode all values " + (high ? "greater" : "less") + " than this value to this value (e.g., if you enter a "
+ "value of 10, all values " + (high ? "greater" : "less") + " than 10 will be recoded as 10):")
: "Recode all values as missing data if they are " + (high ? "greater" : "less") + " than or equal to:";
let value = prompt(message);
// Recoding
selected_questions.forEach(function (q) {
if (cap) {
if (high)
recodeHighValues(q, value, value);
else
recodeLowValues(q, value, value);
} else {
if (high)
setHighValuesToMissing(q, value);
else
setLowValuesToMissing(q, value);
}
});
if (!web_mode) {
generateGroupOfSummaryTables("Recoded questions", selected_questions);
log('A group of tables showing the recoded questions has been added to your report.');
} else if (invalid_questions.length > 0) {
log("Some variable sets were not Numeric or Numeric - Multi and have not been changed: "
+ invalid_questions.map(q => q.name).join("\r\n"));
}
}