# Timeseries labeling interfaces

A gallery of labeling and evaluation interfaces built with Label Studio Enterprise programmable interfaces. Each entry is a starting point to adapt, not a fixed template.

**URL:** https://humansignal.com/use-cases/timeseries

## Timeseries interfaces (1)

### Wearable Activity

**Category:** Timeseries  
**Data types:** Timeseries  
**URL:** https://humansignal.com/use-cases/timeseries/wearable-activity-timeseries-annotation

Scrub heart rate, HRV, accelerometer, respiration, and SpO2 on one time base, then mark spans in the activity, sleep, or rhythm tab. Both the label sets and the task fields they read are parameters you set per project.

A wearable session is five signals that have to be read against each other: heart rate climbing after the accelerometer, HRV dropping, respiration following, SpO2 holding until it dips. This interface puts all five on one time base with a context track underneath, so precomputed activity, sleep, and rhythm segments stay visible while you work, and outdoor sessions carry a GPS route beside the signals.

Labeling splits across three tabs, and the vocabularies ship as defaults you replace: Running through Sedentary for activity, Awake through Deep Sleep for sleep, Sinus Rhythm through AFib for rhythm, each label with a color and a hotkey.

The task fields are parameters too, so the interface reads whatever your sensor, segment, and route columns are called instead of forcing your data into its names.

**Links**
- [Open the Interface](https://app.humansignal.com/interfaces/-6/overview)

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