Published
Edited
Dec 1, 2020
md`# parse and create stata \`replace\` statements for npi taxonomy codes
After getting variable names and labels from \`describe, replace\` and creating indicator and grouping variables using simple string matching.`
d3
.groups(data, d => d.taxonomy_value)
.sort((a, b) => d3.descending(a[0], b[0]))
.map(function(d) {
const codeName = d[1].find(e => e.taxonomy_code).name;
const switchName = d[1].find(e => e.taxonomy_switch).name;
return `replace primary_code = ${codeName} if ${switchName} == 'Y'`;
})
.join("\n")
data = FileAttachment("taxonomy_variables_list.csv").csv({ typed: true })
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