Real Estate
20 columns
120 rows
8 formats

Remote Property Energy Compliance Logs

This dataset provides detailed, timestamped logs of energy usage and compliance status for HVAC, lighting, and appliance systems across remotely managed properties. It includes property and system identifiers, sustainability benchmarks, compliance results, and cost savings estimates, empowering property managers to optimize energy efficiency, ensure regulatory compliance, and reduce operational costs.

last updated 20 Jan 2026
by GoMask

The brief that made it

Monitoring and reporting energy compliance for property portfolios

Sample rows

preview · 8 of 120 rows · all 20 columns

log_idstring	system_typestring	benchmark_kwhfloat	action_requiredboolean	address_statestring	property_idstring	property_namestring	address_streetstring	address_citystring	address_postal_codestring	address_countrystring	manager_idstring	log_datetimedatetime	system_idstring	system_namestring	energy_usage_kwhfloat	compliance_statusstring	regulation_codestring	cost_savings_usdfloat	notesstring
LOG-0001	HVAC	250	true	IL	PROP-A1	Oakridge Villas	120 Oakridge Dr	Springfield	62704	USA	MGR-001	2024-06-01T08:15:00Z	SYS-HVAC-01	Carrier Infinity Central	275.3	non-compliant	IL-HVAC-2024	-12.5	High usage due to unexpected heat wave. System inspected.
LOG-0002	lighting	35	false	WI	PROP-B3	Lakeview Apartments	451 Lake Rd	Madison	53703	USA	MGR-002	2024-06-01T09:45:00Z	SYS-LIGHT-02	Philips LED Corridor	32.2	compliant	WI-LIGHT-2024	2.1	Routine check. All fixtures operational.
LOG-0003	HVAC	1000	true	TX	PROP-C6	Riverside Mansion	800 Riverside Ave	Austin	78701	USA	MGR-003	2024-06-02T21:59:59Z	SYS-HVAC-06	Trane XL20i Rooftop	1550	non-compliant	TX-HVAC-2024	-187.25	Extreme overage; possible system inefficiency.
LOG-0004	lighting	22	false	CO	PROP-D9	Greenview Condos	65 Greenview Ln	Denver	80203	USA	MGR-004	2024-06-02T07:30:00Z	SYS-LIGHT-09	Cree Smart Lighting	21.5	compliant	CO-LIGHT-2024	0.75	Energy-saving mode tested. All within limits.
LOG-0005	HVAC	900	true	CA	PROP-E2	Westwood House	300 Westwood Blvd	Los Angeles	90024	USA	MGR-005	2024-06-02T17:10:00Z	SYS-HVAC-10	Lennox Elite System	1200.5	non-compliant	CA-HVAC-2024	-132.8	Usage above expected; filter replacement scheduled.
LOG-0006	lighting	18	false	CO	PROP-F7	Mountain Estates	12 Summit Way	Boulder	80302	USA	MGR-006	2024-05-28T12:00:00Z	SYS-LIGHT-17	GE LED Hallway	16.7	compliant	CO-LIGHT-2024	1.35	No issues detected. System passed inspection.
LOG-0007	HVAC	700	false	FL	PROP-G5	Sunrise Lofts	88 Sunrise St	Miami	33130	USA	MGR-007	2024-05-28T23:59:59Z	SYS-HVAC-15	Goodman Dual-Speed	650.2	compliant	FL-HVAC-2024	7	Usage below benchmark. Cooling performance optimal.
LOG-0008	HVAC	800	true	OH	PROP-H4	Elmwood Residences	34 Elm St	Cleveland	44114	USA	MGR-008	2024-05-27T15:10:00Z	SYS-HVAC-20	York Affinity Series	875	non-compliant	OH-HVAC-2024	-19.85	Slight overage; recommended thermostat adjustments.
LOG-0009	lighting	28	false	CA	PROP-I2	Bayview Towers	120 Bayview Ave	San Francisco	94107	USA	MGR-009	2024-05-26T16:45:00Z	SYS-LIGHT-22	Osram Smart Dimming	27.9	compliant	CA-LIGHT-2024	0.05	Routine maintenance conducted.
LOG-0010	HVAC	600	true	OR	PROP-J7	Hillside Manor	400 Hillside Rd	Portland	97201	USA	MGR-010	2024-05-25T13:30:00Z	SYS-HVAC-25	Rheem Prestige	625.8	non-compliant	OR-HVAC-2024	-9.9	Usage above benchmark due to guest event.
LOG-0011	lighting	19	false	MI	PROP-K6	Silver Creek	119 Silver Creek Rd	Ann Arbor	48104	USA	MGR-011	2024-05-24T10:00:00Z	SYS-LIGHT-30	Sylvania Area Lights	18	compliant	MI-LIGHT-2024	0.65	Energy-saving bulbs installed.
LOG-0012	HVAC	1000	true	IL	PROP-L8	Parkside Suites	210 Parkside Ave	Chicago	60616	USA	MGR-012	2024-05-23T19:15:00Z	SYS-HVAC-32	Daikin VRV System	1450.3	non-compliant	IL-HVAC-2024	-155	Above benchmark. Review scheduled with vendor.
LOG-0013	lighting	23.4	false	WA	PROP-M3	Pinewood Place	800 Pinewood Dr	Seattle	98109	USA	MGR-013	2024-05-22T08:00:00Z	SYS-LIGHT-36	Lutron EcoSystem	23.4	compliant	WA-LIGHT-2024	0	Usage matches benchmark. No further action.
LOG-0014	HVAC	200	true	MA	PROP-N7	Maplewood Heights	87 Maplewood Ave	Boston	02118	USA	MGR-014	2024-05-21T12:00:00Z	SYS-HVAC-41	Bryant Evolution	210.4	non-compliant	MA-HVAC-2024	-2.75	Minor overage; settings adjusted.
LOG-0015	lighting	20	false	PA	PROP-O5	Cedar Lane Flats	17 Cedar Ln	Philadelphia	19103	USA	MGR-015	2024-05-20T14:00:00Z	SYS-LIGHT-44	Leviton Dimming	19.2	compliant	PA-LIGHT-2024	0.45	Scheduled bulb replacement completed.
LOG-0016	HVAC	260	true	MN	PROP-P1	Birchwood Commons	101 Birchwood Pl	Minneapolis	55401	USA	MGR-016	2024-05-19T11:45:00Z	SYS-HVAC-48	American Standard Silver	290	non-compliant	MN-HVAC-2024	-1.85	Usage spike during maintenance.
LOG-0017	lighting	22	true	TX	PROP-Q9	Hazelwood Terrace	65 Hazelwood St	Houston	77002	USA	MGR-017	2024-05-18T17:35:00Z	SYS-LIGHT-52	Eaton LED Panel	22.6	non-compliant	TX-LIGHT-2024	-0.35	Minor overage, review recommended.
LOG-0018	HVAC	275	true	OH	PROP-R4	Walnut Court	900 Walnut Ct	Columbus	43215	USA	MGR-018	2024-05-17T08:30:00Z	SYS-HVAC-55	York LX Series	300	non-compliant	OH-HVAC-2024	-2.4	HVAC usage above normal due to repairs.
LOG-0019	lighting	22	false	UT	PROP-S8	Aspen Ridge	22 Aspen Rd	Salt Lake City	84111	USA	MGR-019	2024-05-16T16:20:00Z	SYS-LIGHT-59	Lithonia LED	20	compliant	UT-LIGHT-2024	0.7	Routine check. All systems nominal.
LOG-0020	HVAC	200	false	TN	PROP-T3	Willow Grove	77 Willow Grove Dr	Nashville	37203	USA	MGR-020	2024-05-15T09:00:00Z	SYS-HVAC-61	Carrier Comfort	199	compliant	TN-HVAC-2024	0.1	Usage matches expected. No action needed.

What the 120 rows show

from the 120-row sample

HVAC (system type) stands out: mean benchmark_kwh is 392.0, against 37.3 for the rest.

48%action_required = true
55.0median benchmark_kwh
2compliance statuses
8address countries
59.4median energy_usage_kwh
0.0median cost_savings_usd

Mean benchmark_kwh by system_type120 rows

benchmark_kwh120 rows, in bands of 100

Median 55.0, from 0.0 to 1,000.

address_state78 rows with a value · 42 left blank

CA11
TX9
CO5
IL4
FL4
OR4
WA4
XX4
NY4
OH3

20 columns by typefrom the column list below

string 15
float 3
datetime 1
boolean 1

Columns

20 columns in four groups

blueprint · 20 columns
column	type	description	example
Text 15 columns
`log_id`	string	Unique identifier for each compliance log entryunique	LOG-0001
`property_id`	string	Unique identifier for the property being monitored	PROP-A1
`property_name`	string	Name or label of the propertyoptional	Oakridge Villas
`address_street`	string	Street address of the propertyoptional	120 Oakridge Dr
`address_city`	string	City where the property is locatedoptional	Springfield
`address_state`	string	State or region where the property is locatedoptional	IL
`address_postal_code`	string	Postal code of the propertyoptional	62704
`address_country`	string	Country where the property is located8 countries · optional	USA
`manager_id`	string	Unique identifier for the property manager responsibleoptional	MGR-001
`system_type`	string	Type of system monitored (HVAC, lighting, appliance)HVAC · lighting · appliance	HVAC
`system_id`	string	Unique identifier for the specific system or deviceoptional	SYS-HVAC-01
`system_name`	string	Descriptive name of the system or deviceoptional	Carrier Infinity Central
`compliance_status`	string	Compliance result for the log periodcompliant · non-compliant · pending	non-compliant
`regulation_code`	string	Code or reference for the relevant energy regulation or standardoptional	IL-HVAC-2024
`notes`	string	Additional comments or observations for the log entryoptional	Routine test, all OK.
Numbers 3 columns
`energy_usage_kwh`	float	Measured energy usage in kilowatt-hours for the system during the log period0 or more	275.3
`benchmark_kwh`	float	Sustainability benchmark for energy usage in kilowatt-hours for the system0 or more	250
`cost_savings_usd`	float	Estimated cost savings (USD) compared to benchmark for the log periodoptional	-12.5
Dates and times 1 column
`log_datetime`	datetime	Timestamp when the compliance log was recorded	2024-06-01T08:15:00Z
True or false 1 column
`action_required`	boolean	Indicates if follow-up action is required based on non-compliance	true

Use it for

A real estate dashboard
The action_required rate, benchmark_kwh by system_type and a breakdown of address_state. Excel, Power BI or Tableau.
Why do the 45 HVAC rows have a mean benchmark_kwh of 392.0?
A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
Logs120
LOG-0001250HVAC
LOG-000235lighting
LOG-00031000HVAC
A software demo
Believable logs with property_id, property_name and address_street to fill a screen in front of a buyer.

This dataset120 rows20 columns

Yours10,000 rows20 columnsaddress_street: UK only

blueprint · remote-property-energy-compliance-logs

Behind this dataset

Same schema. As many rows as you need.

These 120 rows came out of a blueprint — 20 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 record reflects one property’s daily compliance log.
Energy usage must be recorded in kWh and compared to set benchmark values.
Compliance status (Compliant, Non-Compliant, Warning) must be determined per day.
Include sensor-based anomaly detection flag for each log.
Log must include automatic timestamp and responsible manager.

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: remote-property-energy-compliance-logs

What should your data show?

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Sample rows

What the 120 rows show

Columns

Use it for

A real estate dashboard

A root-cause class exercise

A software demo

Make it yours.

Same schema. As many rows as you need.

More in Real Estate

What should your data show?