Package index

Functions for managing CGM data

cgmCheck(): Checking Daily Patterns of Missingness in CGM data
cgmInterpolate(): Implicit to Explicit Missingness and Linear Interpolation of Glucose Data.
cgmSummarise(): Key Continuous Glucose Monitoring Metrics
cgmVisualise(): Visualise Glucose Data
sdhDetection(): Detection and Description of Episodes of Continuous Glucose Monitoring (CGM) Hypoglycaemia
sdhSummarise(): Key Sensor-Detected Hypoglycaemia Metrics

Functions for managing physical activity data

activityRead(): Unzip, Read and Combine Raw Activity Files Dowloaded From User's Fitbit account
activityVisualise(): Visualise Activity data

Functions for managing sleep data

sleepRead(): Unzip, Read and Combine Raw Sleep Files Downloaded From User's Fitbit account
sleepCategorise(): Categorise Sleep Information from Fitbit Raw Data
sleepSummarise(): Summarises Sleep Information from Fitbit Raw Data
sleepVisualise(): Visualise Sleeping Patterns

Functions for managing uMotif data

umotifRead(): Unzips and Reads Raw uMotif Files Downloaded From the Data Download Portal
umotifClean(): Cleans Raw uMotif Files Downloaded From the Data Download Portal
prhLink(): Links Real-Time and Retrospective uMotif Person-Reported Hypoglycaemia (PRH) Data
prhSummarise(): Key Person-Reported Hypoglycaemia Metrics
prhVisualise(): Visualise uMotif Symptoms Data

Functions for linking and visualising CGM data with Fitbit and uMotif data

cgmsleepLink(): Links Continuous Glucose Monitoring (CGM) Data with Sleep Data
cgmactivityLink(): Links Continuous Glucose Monitoring (CGM) Data with Activity Data
cgmactivityVisualise(): Visualise Glucose linked with Activity Data
cgmprhLink(): Links Continuous Glucose Monitoring (CGM) Time Series Data with Person-Reported Hypoglycaemia (PRH) Data
cgmprhVisualise(): Visualise Glucose linked with Person-Reported Hypoglycaemia (PRH) Data
sdhprhLink(): Links Sensor-Detected Hypoglycaemia (SDH) with Person-Reported Hypoglycaemia (PRH) episodes

cgm: Simulated interpolated CGM Dataset
raw_checkin: Simulated Daily Check‑In Dataset
raw_cgm: Simulated Continuous Glucose Monitoring (CGM) Dataset
raw_eq5d5l: Simulated EQ‑5D‑5L Health Status Dataset
raw_hr: Simulated Fitbit‑Style Heart Rate Data
raw_motif_segment: Simulated uMotif Segment Dataset
raw_promis: Simulated PROMIS Sleep Assessment Dataset
raw_sleep: Simulated Fitbit Sleep Dataset
raw_step: Simulated Minute‑Level Step Count Data
raw_wpai: Simulated WPAI (Work Productivity and Activity Impairment) Dataset