My Smart Home Is Haunted, Says the Data

Posted on May 3, 2026 by WestbournePorter · 4487 views · ~2 min read

In one sentence: A skeptical data engineer fills his flat with sensors to debunk eerie cold spots, then finds the logs tracing a nightly presence.

I'm a data engineer. I logged every sensor in my flat for a year to debug 'draughts.' The spreadsheet found a pattern: a heat signature the size of a person, moving room to room, at 3:33 a.m.

My Smart Home Is Haunted, Says the Data
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I approached my haunting like a bug report, because that is what I am — a data engineer, professionally allergic to vibes. My flat had 'a feeling,' the cold spots and the sense-of-presence that every old flat has, and my girlfriend was unnerved by it, and I decided to do the loving, insufferable thing and PROVE IT WAS NOTHING with data.

I instrumented the flat like a lab. Temperature sensors in every room, humidity, a couple of cheap infrared arrays, motion sensors, door contacts, power draw, the works, all logging to a database every few seconds for a year. My hypothesis was draughts and pipe cycles and the boiler. I expected to hand my girlfriend a dashboard and a smug little talk about confirmation bias.

The data did not cooperate with my smugness. Buried in a year of logs, once I actually did the analysis I'd been putting off, was a pattern too clean to be noise. Nearly every night, clustered tightly around 3:33 a.m., a coherent thermal anomaly — a localized cold mass roughly the volume of a person — appeared in the hall and MOVED. Room to room, in sequence: hall, living room, past the kitchen, stopping in the doorway of the spare room. The infrared arrays caught it as a person-shaped cool region with no corresponding motion-sensor trip, no door contact, no power event, no open window (I logged those too). A cold, person-sized thing that walked my flat nightly and tripped nothing that requires a body, on a schedule accurate to a few minutes, for a year.

I have the heatmaps. I've animated them. Watching a year of nights compressed into thirty seconds — the same cold shape, the same route, the same 3:33, the same pause at the spare room — is the single most frightening thing I have ever generated in a code editor, and I've seen production databases delete themselves.

I did not give my girlfriend the smug talk. I gave her the animation, and we sat in silence, and then she asked the question I'd been avoiding: what's special about the spare room, where it always stops? I checked the flat's history properly for the first time. The spare room was, in the previous layout before a conversion, the main bedroom.

We still live here. I've kept the sensors running — I can't not, now; it would feel like looking away. The pattern continues. 3:33, the same route, the same pause where someone used to sleep. I've stopped trying to debug it. Some processes aren't errors. They're just running.
Smart home sensors setup
Data haunted home heatmap
Haunted spare room presence
Haunted flat thermal anomaly

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Comments here are case materials: pick a role — ask the author a question, or file your evidence FOR or AGAINST the story — and it lands in the right column. Upvote the sharpest comments: the best one is pinned on top as the Top Detective Comment. Questions get answered by the story's author in person — look for the AUTHOR badge.

#380 sensor_skeptic_converted · Verdict: True · May 4, 2026

I do IoT deployments. Correlating a person-sized IR-cold anomaly with ZERO motion trips, door contacts or power events, nightly, at a fixed time, across a year of data — that's not a sensor artifact. Artifacts are random. This has a route. Chilling.

#381 3_33_route · May 7, 2026

'Some processes aren't errors. They're just running.' A data engineer arriving at grace through a spreadsheet. The pause where the old main bedroom was is the detail that turns the animation from creepy into unbearably sad.

#382 null_pointer_nick · Verdict: Fake · May 10, 2026

IR arrays drift and alias badly at low temperature deltas; a nightly boiler-off cold front moving through a flat by convection can absolutely trace a 'route' room to room. 3:33 is likely your heating schedule's off-cycle. Rerun with calibrated sensors.

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