Drilldown on Neuropsych Data with R

drilldown plot in highcharter

Highcharter Drilldown Setup

R Markdown chunk options

Load libraries

## 
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
## 
##     filter, lag
## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union
## Registered S3 method overwritten by 'quantmod':
##   method            from
##   as.zoo.data.frame zoo
## ── Attaching packages ────────────────────────────────── tidyverse 1.3.1.9000 ──
## ✓ ggplot2 3.3.5     ✓ tidyr   1.1.3
## ✓ tibble  3.1.2     ✓ stringr 1.4.0
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## x dplyr::filter() masks stats::filter()
## x dplyr::lag()    masks stats::lag()

Import data

Drilldown using percentiles

Figure 1: Drilldown Neuropsych Pct

Drilldown using zScores

Figure 2: Drilldown Neuropsych zScores

Joey W. Trampush, Ph.D.
Della Martin Assistant Professor of Psychiatry and the Behavioral Sciences

(add bio) Department of Psychiatry and the Behavioral Sciences, USC Keck School of Medicine