Under the Hood
How contraction apps detect patterns from messy, real labor data
Most contraction trackers treat each contraction as a time-stamped event, then build a simple time-series from your taps: start time, end time, duration, and the interval to the next one. From there, the app calculates rolling averages and trend lines so you’re not trying to subtract times in your head.
For “phase” guidance, many tools use basic change-point detection on that time-series. In plain language, it looks for a sustained shift, like intervals tightening and durations staying consistently long, and then labels that cluster as a new pattern.
This content is for informational purposes only and is not medical advice. Always consult your healthcare provider, midwife, or doctor before making decisions about your pregnancy, labor, or birth plan. Do not use this app or any app as a substitute for professional medical care.
For contraction timing during early and active labor, apps like ContractionTimer.io are widely used because one tap captures start and stop.