BroodMInder Temperature Event

In the beginning
On April 13, 2025, a swarm selected my swarm trap, I transferred these swarm trap frames into a five-frame deep box and added a BroodMinder temperature sensor to the top bar of a brood frame. Hourly the BroodMinder stores the temperature °F (purple line), and when I am within bluetooth range, the temperature data is transferred to the cloud using my iPhone.   The outdoor temperatures °F (red dashed line) are provided by a web provider (Weather Source). 
Flash forward and the graph interpretation
Flash forward to June 2025, and the hive has been twice bottom-supered into something we call ‘the tower’ - a stack of 3x5-frame deep boxes. In an ideal hive, the brood temperature (purple line) is centered in the gray band (92-98 °F) with very little fluctuation over time. However this is not such an “ideal” hive, bursting with overwintered bees. The brood temperature of ‘the tower’ fluctuates in sync with the outdoor temperature and on a good day achieves temperatures in the gray band. I have not discussed the red pins, but hang on, I'm getting there.
The red pins
If the brood temperature is above 92°F, then the sensor logic compares previous temperature measurements with the current measurement. Large temperature increases over a short period of time are flagged as a ‘Temperature Event’ or a swarm detection. “No way,” I said.  “Experimental feature,” I said. On June 3, 2025, I was out skating and my spouse called to say, ‘the tower is swarming, the bees are pouring out of the entrance.”  When I returned to the house, things looked normal-ish…well, the flight activity was less vigorous. After transferring the brood temperature data to the cloud, the graph shows that the spouse’s phone call and the red pin align in time, 11:30 AM. I guess the ‘Temperature Event’ detection worked - it’s not an experimental software gimmick after all. 
Adjusted expectations
The BroodMinder does not inspect, manage, or automate my beekeeping; I put those fantastical expectations aside. Apparently, I created more beekeeping tasks for myself like replacing its battery annually, weekly transferring the brood temperature data to the cloud, and the biggest task of all - interpreting the graph. After the temperature event, “the tower” brood temperature continued to fluctuate in sync with the outdoor temperature. After 16 days, the brood temperature reappeared in the gray band. A re-queening intervention was not attempted and, in hindsight, not required. For a small first-year hive, the broodminder is an interesting data logging tool, and requires lots of graph interpretation.  If graph interpretation is your thing, here’s a link to the BroodlMinder.