• Energy
  • 25 columns
  • 120 rows
  • 8 formats

Smart Building Energy Compliance Log

This dataset provides detailed, timestamped logs of energy consumption and compliance status for commercial buildings equipped with IoT sensors. It enables facility managers and ESG officers to monitor sustainability performance, benchmark operations, and proactively address non-compliance events through tracked corrective actions. The data is ideal for regulatory reporting, operational analytics, and driving energy efficiency improvements.

  • last updated 18 Dec 2025
  • by GoMask
The brief that made it

Operational benchmarking of building energy performance

Sample rows

preview · 8 of 120 rows · all 25 columns
log_idstringcompliance_statusstringenergy_consumed_kwhfloatcorrective_action_requiredbooleanesg_officer_idstringbuilding_idstringbuilding_namestringaddress_streetstringaddress_citystringaddress_statestringaddress_postal_codestringaddress_countrystringfacility_manager_idstringsensor_idstringsensor_typestringreading_timestampdatetimecompliance_rule_idstringaction_due_datedateaction_completedbooleanaction_completed_datedatebenchmark_periodstringcompliance_rule_descriptionstringnon_compliance_reasonstringcorrective_action_descriptionstringnotesstring
LOG-A1B2C3D4compliant532.8falseESG-7741BLD-00123Greenwood Plaza1427 Market StreetSan FranciscoCA94103USAFM-5601SNSR-01-ELCelectricity2024-05-06T10:45:00ZCR-ELC-2024blankblankblank2024-05Max monthly electricity use is 600 kWh per commercial sensor.blankblankSystem upgrade completed last quarter.
LOG-F7G8H9I0non-compliant1582.7trueESG-9911BLD-00456Metro Tower2000 18th AvenueSeattleWA98121USAFM-7761SNSR-02-GASgas2024-05-09T12:10:00ZCR-GAS-20242024-05-24falseblank2024-05Monthly gas consumption must not exceed 800 kWh.Unexpected spike due to HVAC malfunction and cold weather.Investigate and repair HVAC system. Conduct post-repair audit.Temperature dropped significantly during the period.
LOG-J2K3L4M5pending_review0.03falseblankBLD-00234Parkside Commons320 Oakridge DriveDenverCO80203USAblankSNSR-03-WTRwater2024-04-30T09:00:00ZCR-WTR-2024blankblankblank2024-04Water sensor monthly usage should be below 350 kWh.blankblankFirst reading for newly installed sensor.
LOG-N6O7P8Q9compliant1125.2falseblankBLD-00789Bayview Corporate Center7891 Bayview RdMiamiFL33131USAFM-2218SNSR-04-HVChvac2024-05-10T13:20:00ZCR-HVC-2024blankblankblank2024-05HVAC monthly consumption must not exceed 1200 kWh.blankblankHVAC system running optimally.
LOG-R1S2T3U4compliant589.1falseESG-5566BLD-01012Harborview Offices1100 Harbor BlvdBostonMA02110USAFM-3345SNSR-05-ELCelectricity2024-05-03T08:25:00ZCR-ELC-2024blankblankblank2024-05Max monthly electricity use is 600 kWh per commercial sensor.blankblankOffice expansion completed in March.
LOG-V5W6X7Y8compliant339.7falseblankBLD-00234Parkside Commons320 Oakridge DriveDenverCO80203USAFM-1024SNSR-06-WTRwater2024-04-30T09:15:00ZCR-WTR-2024blankblankblank2024-04Water sensor monthly usage should be below 350 kWh.blankblankHistoric data imported.
LOG-Z9A0B1C2non-compliant810.2trueESG-1088BLD-01567Innovation Center98 Innovation AveAustinTX78701USAblankSNSR-07-GASgas2024-05-07T11:40:00ZCR-GAS-20242024-05-22true2024-05-192024-05Monthly gas consumption must not exceed 800 kWh.Calibration error detected in sensor readings.Recalibrate gas sensor and retest after maintenance.Sensor recalibration scheduled and completed.
LOG-D3E4F5G6non-compliant1258trueblankBLD-02134Skyline Business Park580 Skyline BlvdChicagoIL60610USAFM-2087SNSR-08-HVChvac2024-05-12T15:05:00ZCR-HVC-20242024-05-26falseblank2024-05HVAC monthly consumption must not exceed 1200 kWh.Extended system runtime due to equipment testing.Limit testing hours and monitor runtime for next cycle.System ran overnight for equipment testing.

What the 120 rows show

from the 120-row sample

Non-compliant (compliance status) stands out: mean energy_consumed_kwh is 1,206, against 286.4 for the rest.

  • 16%corrective_action_required = true
  • 342.3median energy_consumed_kwh
  • 4address countries
  • 5sensor types
  • 6benchmark periods
  • 19compliance rules
Mean energy_consumed_kwh by compliance_status120 rows
01,0002,000445.0compliant65 rows1,206non-compliant19 rows0.02pending_revi…36 rows
energy_consumed_kwh120 rows, in bands of 500
0357070321340101,5003,000energy_consumed_kwh →

Median 342.3, from 0.0 to 2,851.

esg_officer_id67 rows with a value · 53 left blank
  1. ESG-00924
  2. ESG-1584
  3. ESG-1814
  4. ESG-77413
  5. ESG-10293
  6. ESG-20893
  7. ESG-75023
  8. ESG-11863
  9. ESG-14103
  10. ESG-1163
25 columns by typefrom the column list below
  • string 19
  • float 1
  • date 2
  • datetime 1
  • boolean 2

Columns

25 columns in four groups
blueprint · 25 columns
columntypedescriptionexample
Text 19 columns
log_idstringUnique identifier for each compliance log entryuniqueLOG-A1B2C3D4
building_idstringUnique identifier for the commercial buildingBLD-00123
building_namestringName of the buildingGreenwood Plaza
address_streetstringStreet address of the building1427 Market Street
address_citystringCity where the building is locatedSan Francisco
address_statestringState or province where the building is locatedCA
address_postal_codestringPostal or ZIP code of the building94103
address_countrystringCountry where the building is located4 countriesUSA
facility_manager_idstringUnique identifier for the facility manager responsible for the buildingoptionalFM-5601
esg_officer_idstringUnique identifier for the ESG officer responsible for complianceoptionalESG-7741
sensor_idstringUnique identifier for the IoT sensor reporting the dataSNSR-01-ELC
sensor_typestringType of IoT sensor (e.g., electricity, gas, water, HVAC)electricity · gas · water · hvac · otherelectricity
compliance_statusstringCompliance status of the energy consumption eventcompliant · non-compliant · pending_reviewcompliant
compliance_rule_idstringIdentifier for the compliance rule or standard being checkedCR-ELC-2024
compliance_rule_descriptionstringDescription of the compliance rule or standardoptionalMax monthly electricity u…
non_compliance_reasonstringReason for non-compliance, if applicableoptionalUnexpected spike due to H…
corrective_action_descriptionstringDescription of the corrective action to be taken, if requiredoptionalInvestigate and repair HV…
benchmark_periodstringTime period for benchmarking (e.g., '2024-Q1', '2024-06')6 periods · optional2024-05
notesstringAdditional notes or comments related to the compliance log entryoptionalHistoric data imported.
Numbers 1 column
energy_consumed_kwhfloatEnergy consumed during the reporting period, measured in kilowatt-hours (kWh)0 or more532.8
Dates and times 3 columns
reading_timestampdatetimeDate and time when the sensor reading was recorded2024-05-06T10:45:00Z
action_due_datedateDue date for completing the corrective action, if requiredoptional2024-05-24
action_completed_datedateDate when the corrective action was completedoptional2024-05-19
True or false 2 columns
corrective_action_requiredbooleanIndicates if a corrective action is required for this eventfalse
action_completedbooleanIndicates if the corrective action has been completedoptionalfalse

Use it for

  • corrective act…16%19 of 120 rowsmean energy consumed …445.0compli…1.2knon-co…0.02pendin…

    An energy dashboard

    The corrective_action_required rate, energy_consumed_kwh by compliance_status and a breakdown of esg_officer_id. Excel, Power BI or Tableau.

  • Why do the 19 non-compliant rows have a mean energy_consumed_kwh of 1,206?

    A root-cause class exercise

    Hand out the rows and one question. The answer is in the data, not in the brief.

  • A software demo

    Believable logs with building_id, building_name and address_street to fill a screen in front of a buyer.

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This dataset120 rows25 columns
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blueprint · smart-building-energy-compliance-log

Behind this dataset

Same schema. As many rows as you need.

These 120 rows came out of a blueprint — 25 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
  • Every building is equipped with certified energy sensors reporting hourly usage.
  • Compliance status is determined against local energy efficiency standards.
  • Non-compliance events are flagged only if thresholds are exceeded for 3 consecutive hours.
  • Audit notes must be logged for every non-compliance event.
  • Maintenance checks are scheduled automatically after repeated non-compliance events.
Rows
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Exports
CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence
yours to use, including commercially
API slug
smart-building-energy-compliance-log

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