Event vs Data

In general *_DATA types are data, that observe something in a more or less continuous manner. For instance, blood glucose is always there, but is observed by the CGM system resulting in GLUCOSE_CGM values. In contrast to *_EVENT types, that are driven by an event actively produced by the user or a system. For instance, a insulin bolus is given actively by the patient and documented by the pump system resulting in BOLUS_NORMAL values.

Data organization

VaultEntryType	Group	Type	Data Type	Typical Act Time	One-Hot	ML relevant	Merge To	NS Equivalent
BOLUS_NORMAL	BOLUS	USER_EVENT	float	180	nein	ja
BOLUS_SQARE	BOLUS	USER_EVENT	float	given	nein	ja
BASAL_PROFILE	BASAL	SYSTEM_EVENT	float	60	nein	ja	BASAL
BASAL_MANUAL	BASAL	USER_EVENT	float	till next event	nein	ja	BASAL
BASAL_INTERPRETER	BASAL	GENERATED_EVENT	float	till next event	nein	ja	BASAL
EXERCISE_MANUAL	EXERCISE	USER_EVENT	float	given	ja	ja
EXERCISE_OTHER	EXERCISE	TRACKER_EVENT	float	given	ja	ja
EXERCISE_WALK	EXERCISE	TRACKER_EVENT	float	given	ja	ja
EXERCISE_BICYCLE	EXERCISE	TRACKER_EVENT	float	given	ja	ja
EXERCISE_RUN	EXERCISE	TRACKER_EVENT	float	given	ja	ja
GLUCOSE_CGM	GLUCOSE	SYSTEM_DATA	float		nein	ja
GLUCOSE_CGM_RAW	GLUCOSE	SYSTEM_DATA	float		nein	nein
GLUCOSE_CGM_ALERT	GLUCOSE	SYSTEM_DATA	float		ja	maybe
GLUCOSE_CGM_CALIBRATION	GLUCOSE	USER_EVENT	float		nein	maybe
GLUCOSE_BG	GLUCOSE	USER_EVENT	float		nein	maybe
GLUCOSE_BG_MANUAL	GLUCOSE	USER_EVENT	float		nein	maybe
GLUCOSE_BOLUS_CALCULATION	GLUCOSE	USER_EVENT	float		nein	maybe
GLUCOSE_ELEVATION_30	GLUCOSE	GENERATED_DATA	float		nein	nein
CGM_SENSOR_FINISHED	CGM_SYSTEM	SYSTEM_EVENT	bool		ja	maybe
CGM_SENSOR_START	CGM_SYSTEM	SYSTEM_EVENT	bool		ja	maybe
CGM_CONNECTION_ERROR	CGM_SYSTEM	SYSTEM_EVENT	bool	till next GLUCOSE_CGM	ja	maybe
CGM_CALIBRATION_ERROR	CGM_SYSTEM	SYSTEM_EVENT	bool	till next GLUCOSE_CGM_CALIBRATION	ja	ja
CGM_TIME_SYNC	CGM_SYSTEM	SYSTEM_EVENT	timestamp ?		nein	maybe
MEAL_BOLUS_CALCULATOR	MEAL	USER_EVENT	float		nein	ja	MEAL
MEAL_MANUAL	MEAL	USER_EVENT	float		nein	ja	MEAL
PUMP_REWIND	PUMP_SYSTEM	USER_EVENT	bool	till next PUMP_PRIME	ja	maybe
PUMP_PRIME	PUMP_SYSTEM	USER_EVENT	float		nein	maybe
PUMP_FILL	PUMP_SYSTEM	USER_EVENT	bool		ja	maybe	PUMP_FILL
PUMP_FILL_INTERPRETER	PUMP_SYSTEM	SYSTEM_EVENT	bool		ja	maybe	PUMP_FILL
PUMP_NO_DELIVERY	PUMP_SYSTEM	SYSTEM_EVENT	bool	???	ja	ja
PUMP_SUSPEND	PUMP_SYSTEM	USER_EVENT	bool	till next PUMP_UNSUSPEND	ja	ja	PUMP_SUSPEND
PUMP_UNSUSPEND	PUMP_SYSTEM	USER_EVENT / SYSTEM_EVENT	bool		nein	ja
PUMP_UNTRACKED_ERROR	PUMP_SYSTEM	SYSTEM_EVENT	bool		nein	nein
PUMP_RESERVOIR_EMPTY	PUMP_SYSTEM	SYSTEM_EVENT	bool	till next PUMP_REWIND	ja	maybe
PUMP_TIME_SYNC	PUMP_SYSTEM	SYSTEM_EVENT	timestamp ?		nein	maybe
PUMP_AUTONOMOUS_SUSPEND	PUMP_SYSTEM	SYSTEM_EVENT	bool	till next PUMP_UNSUSPEND	ja	ja	PUMP_SUSPEND
PUMP_CGM_PREDICTION	PUMP_SYSTEM	SYSTEM_DATA	float		nein	nein
SLEEP_LIGHT	SLEEP	TRACKER_DATA	float	given	ja	ja	SLEEP
SLEEP_REM	SLEEP	TRACKER_DATA	float	given	ja	ja	SLEEP
SLEEP_DEEP	SLEEP	TRACKER_DATA	float	given	ja	ja	SLEEP
HEART_RATE	HEART	TRACKER_DATA	float		nein	maybe
HEART_RATE_VARIABILITY	HEART	TRACKER_DATA	float		nein	maybe
STRESS	HEART	TRACKER_DATA	float		nein	nein
LOC_TRANSISTION	LOCATION	TRACKER_DATA	bool	given	ja	ja
LOC_HOME	LOCATION	TRACKER_DATA	bool	given	ja	ja
LOC_WORK	LOCATION	TRACKER_DATA	bool	given	ja	ja
LOC_FOOD	LOCATION	TRACKER_DATA	bool	given	ja	ja
LOC_SPORTS	LOCATION	TRACKER_DATA	bool	given	ja	ja
LOC_OTHER	LOCATION	TRACKER_DATA	bool	given	nein	nein
ML_CGM_PREDICTION	MACHINE_LEARNING	GENERATED_DATA	float		nein	nein
DM_INSULIN_SENSITIVTY	DATA_MINING	GENERATED_DATA	float		nein	maybe
OTHER_ANNOTATION