Energy
18 columns
120 rows
8 formats

Smart Thermostat Usage Log

This dataset provides detailed, timestamped logs of smart thermostat adjustments and occupancy-driven temperature changes across commercial buildings. It includes device, location, environmental, and compliance data, enabling sustainability managers and facilities teams to analyze energy usage patterns, optimize comfort, and support ESG reporting. The dataset is ideal for operational analytics, predictive modeling, and compliance audits.

last updated 26 Dec 2025
by GoMask

The brief that made it

Energy usage optimization and demand response analysis

Sample rows

preview · 8 of 120 rows · all 18 columns

log_idstring	event_typestring	humidity_percentfloat	energy_saving_modeboolean	building_namestring	building_idstring	floor_numberinteger	zone_idstring	thermostat_idstring	event_timestampdatetime	user_idstring	occupancy_statusstring	previous_temperature_setpointfloat	new_temperature_setpointfloat	temperature_unitstring	ambient_temperaturefloat	esg_compliance_flagboolean	notesstring
LOG0001	manual_adjustment	48.2	false	Riverside Corporate Center	BLD-A1	5	Z-501	TH-0001	2024-01-08T10:15:00	USR-1001	occupied	21	23	Celsius	22.4	true	Adjusted for morning meeting comfort.
LOG0002	system_update	37.5	true	GreenView Apartments	BLD-B4	2	Z-201	TH-0002	2024-01-08T23:20:00	blank	unoccupied	blank	12.5	Celsius	8.1	true	Enabled eco mode during night hours.
LOG0003	schedule_override	74.6	false	Skytower	BLD-Z9	31	Z-3102	TH-0003	2024-01-10T18:45:00	USR-1002	occupied	22.5	24	Celsius	25.9	true	Override for evening VIP event in conference zone.
LOG0004	occupancy_change	43	false	Sunset Library	BLD-L1	0	Lobby-1	TH-0004	2024-01-11T14:08:00	blank	occupied	blank	20.5	Celsius	16.3	true	Sensor triggered entry at main lobby.
LOG0005	manual_adjustment	41.6	false	Riverside Corporate Center	BLD-A1	7	Z-701	TH-0005	2024-01-14T09:17:00	USR-1003	occupied	22	20	Celsius	19.2	true	Lowered setpoint for open workspace.
LOG0006	system_update	44.7	true	blank	BLD-B4	0	Z-Basement	TH-0006	2024-01-15T02:50:00	blank	unoccupied	blank	10	Celsius	6.4	false	Basement system routine check.
LOG0007	schedule_override	59.2	true	Skytower	BLD-Z9	22	Z-2204	TH-0007	2024-01-16T19:30:00	USR-1004	unknown	24	22	Celsius	23.3	true	Override for late-night maintenance.
LOG0008	occupancy_change	57.6	false	blank	BLD-L1	2	blank	TH-0008	2024-01-17T09:03:00	blank	unknown	blank	21.4	Celsius	18.2	true	Sensor detected movement in reading area.
LOG0009	manual_adjustment	52.7	false	Harbor Financial Plaza	BLD-F5	12	Z-1203	TH-0009	2024-01-19T16:22:00	USR-1005	occupied	20.5	22.5	Celsius	21	true	Adjusting for afternoon team meeting.
LOG0010	system_update	40.1	true	Westbridge Offices	BLD-D2	4	Z-401	TH-0010	2024-01-20T00:00:00	blank	unoccupied	blank	14	Celsius	9.8	true	Automated night setback.
LOG0011	schedule_override	86.1	true	Skytower	BLD-Z9	45	Z-4501	TH-0011	2024-01-22T21:15:00	USR-1006	occupied	25	27	Celsius	30.5	true	VIP event override in penthouse.
LOG0012	manual_adjustment	49.9	false	Lakeview Health Center	BLD-C3	1	Z-101	TH-0012	2024-01-23T07:35:00	USR-1007	occupied	19	20	Celsius	20	true	Morning comfort adjustment for intake area.
LOG0013	occupancy_change	41.8	false	blank	BLD-D2	0	Lobby-0	TH-0013	2024-01-24T18:02:00	blank	unknown	blank	18	Celsius	15	true	Sensor detected exit at front desk.
LOG0014	manual_adjustment	45.3	false	Harbor Financial Plaza	BLD-F5	18	Z-1802	TH-0014	2024-01-26T11:55:00	USR-1008	occupied	23	20	Celsius	19.7	true	Lowered temp for workspace efficiency.
LOG0015	system_update	32.8	true	Eastwood Mall	BLD-Y7	2	Z-202	TH-0015	2024-01-27T20:45:00	blank	unoccupied	blank	17	Celsius	14.1	true	Nighttime setback applied.
LOG0016	manual_adjustment	51.2	false	Riverside Corporate Center	BLD-A1	9	Z-901	TH-0016	2024-01-28T09:05:00	USR-1009	occupied	20	21.5	Celsius	20.9	true	Raised temp for morning team briefing.
LOG0017	system_update	42.1	true	GreenView Apartments	BLD-B4	8	Z-801	TH-0017	2024-01-28T23:59:00	blank	unoccupied	blank	13	Celsius	8	false	Weekly eco mode activation.
LOG0018	schedule_override	54.4	true	blank	BLD-Z9	28	Z-2802	TH-0018	2024-01-31T22:37:00	USR-1010	unknown	22	19	Celsius	24.2	true	Override for off-hours cleaning.
LOG0019	occupancy_change	55.7	false	Sunset Library	BLD-L1	3	blank	TH-0019	2024-02-01T08:15:00	blank	occupied	blank	19.5	Celsius	17.8	true	Staff arrival detected.
LOG0020	manual_adjustment	53.2	false	Harbor Financial Plaza	BLD-F5	8	Z-801	TH-0020	2024-02-02T15:29:00	USR-1011	occupied	21	23	Celsius	22.7	true	Client presentation comfort adjustment.

What the 120 rows show

from the 120-row sample

Schedule_override (event type) stands out: mean humidity_percent is 73.6, against 44.4 for the rest.

43%energy_saving_mode = true
47.0median humidity_percent
2temperature units
3occupancy statuses
22.0median previous_temperature_setpoint
20.0median new_temperature_setpoint

Mean humidity_percent by event_type116 rows

humidity_percent116 rows, in bands of 10

Median 47.0, from 10.0 to 100.0.

building_name94 rows with a value · 26 left blank

Skytower13
Riverside Corporate Center9
GreenView Apartments7
Harbor Financial Plaza6
Sunrise Apartments6
Eastwood Mall5
Northpoint Plaza5
Brookside Library5
Sunset Library4
Maplewood Executive Suites4

18 columns by typefrom the column list below

string 10
integer 1
float 4
datetime 1
boolean 2

Columns

18 columns in four groups

blueprint · 18 columns
column	type	description	example
Text 10 columns
`log_id`	string	Unique identifier for each thermostat usage log entryunique	LOG0001
`building_id`	string	Unique identifier for the building where the thermostat event occurred	BLD-A1
`building_name`	string	Name of the buildingoptional	GreenView Apartments
`zone_id`	string	Identifier for the specific zone or area within the buildingoptional	Z-501
`thermostat_id`	string	Unique identifier for the thermostat device	TH-0001
`event_type`	string	Type of event (e.g., manual_adjustment, occupancy_change, schedule_override, system_update)4 values	manual_adjustment
`user_id`	string	Identifier for the user or system that initiated the event (null if automated)optional	USR-1001
`occupancy_status`	string	Occupancy status at the time of the event (e.g., occupied, unoccupied, unknown)occupied · unoccupied · unknown · optional	occupied
`temperature_unit`	string	Unit of temperature measurement (e.g., Celsius, Fahrenheit)Celsius · Fahrenheit	Celsius
`notes`	string	Additional notes or comments about the eventoptional	Automated night setback.
Numbers 5 columns
`floor_number`	integer	Floor number within the building where the thermostat is located0 or more · optional	5
`previous_temperature_setpoint`	float	Temperature setpoint before the event (in Celsius)5 to 40 · optional	21
`new_temperature_setpoint`	float	Temperature setpoint after the event (in Celsius)5 to 40	23
`ambient_temperature`	float	Ambient temperature at the time of the event (in Celsius)-20 to 50 · optional	22.4
`humidity_percent`	float	Ambient relative humidity percentage at the time of the event0 to 100 · optional	48.2
Dates and times 1 column
`event_timestamp`	datetime	Date and time when the thermostat adjustment or occupancy-based change occurred	2024-01-08T10:15:00
True or false 2 columns
`energy_saving_mode`	boolean	Indicates if the thermostat was in energy-saving mode during the eventoptional	false
`esg_compliance_flag`	boolean	Indicates if the adjustment aligns with ESG compliance requirementsoptional	true

Use it for

An energy dashboard
The energy_saving_mode rate, humidity_percent by event_type and a breakdown of building_name. Excel, Power BI or Tableau.
Why do the 25 schedule_override rows have a mean humidity_percent of 73.6?
A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
Logs120
LOG000148.2manual_a…
LOG000237.5system_u…
LOG000644.7system_u…
A software demo
Believable logs with building_id, building_name and floor_number to fill a screen in front of a buyer.

This dataset120 rows18 columns

Yours1,000 rows18 columns

blueprint · smart-thermostat-usage-log

Behind this dataset

Same schema. As many rows as you need.

These 120 rows came out of a blueprint — 18 columns with generation rules behind each one. Open it in Data Factory to retune a column, add your own, wire in foreign keys, and run it at the size you actually need.

Rules it was built with

Each row records a single thermostat adjustment event.
Includes timestamp, zone ID, occupancy status, temperature setpoint, and adjustment source (manual/automated).
Temperature setpoints must remain within pre-defined safe limits based on zone type.
Flag events when adjustments result in significant deviation from previous setpoint (>3°C).
Capture device connectivity status for each event.

Rows1,000 rows10,000 rows100,000 rows1,000,000 rows

Open the blueprint in Data Factory

1 credit per row. New accounts start with 25 free credits.

Exports: CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence: yours to use, including commercially
API slug: smart-thermostat-usage-log

What should your data show?

No signup. No card.

Sample rows

What the 120 rows show

Columns

Use it for

An energy dashboard

A root-cause class exercise

A software demo

Make it yours.

Same schema. As many rows as you need.

More in Energy

What should your data show?