Real Estate Net Zero Energy Logs

This dataset provides granular logs of building energy consumption and onsite renewable generation for real estate properties, supporting net zero energy certification and ESG reporting. It enables property managers and sustainability officers to monitor compliance, track operational efficiency, and benchmark performance across portfolios, facilitating data-driven sustainability strategies and regulatory audits.

  • last updated 23 Jan 2026
  • by GoMask
The brief that made it

Track and audit building energy usage for net zero certification and compliance.

Sample rows

preview · 8 of 48 rows · all 22 columns
log_idstringcertification_statusstringesg_scorefloatnet_zero_statusbooleanproperty_idstringproperty_namestringaddress_streetstringaddress_citystringaddress_statestringaddress_postal_codestringaddress_countrystringportfolio_idstringlog_datedateenergy_consumed_kwhfloatrenewable_generated_kwhfloatrenewable_exported_kwhfloatrenewable_imported_kwhfloatnonrenewable_consumed_kwhfloatcertification_bodystringcommentsstringaudited_bystringaudit_datetimedatetime
NZLOG-0001certified93.6truePROP-101Green Towers100 Maple AveDenverCO80202USAPORT-A2023-01-1510425.79000.31201425.40LEEDExcellent solar output for the month.JSmith2023-01-20T09:14:22
NZLOG-0002pending88.2truePROP-102Sunrise Plaza2121 E 14th StAustinTX78702USAPORT-B2023-01-1612873.211900210973.20Living Building ChallengeAwaiting certification review.AuditSys-012023-01-21T15:08:10
NZLOG-0003certified95.4truePROP-103EcoView500 Ocean BlvdMiamiFL33139USAPORT-B2023-01-1711340900030023400LEEDBreeam initial assessment positive.RLopez2023-01-22T10:44:58
NZLOG-0004not_certified76.2falsePROP-104Parkside Residences3100 Grove StSeattleWA98101USAPORT-A2023-01-189850.562005002650.51000LEEDHigh grid import due to poor sunlight.AuditSys-022023-01-23T14:25:17
NZLOG-0005certified91.8truePROP-105Riverfront HQ60 Riverside DrPortlandOR97201USAPORT-C2023-01-19150201400022010200LEEDSolar panel maintenance improved output.AuditSys-012023-01-24T11:31:42
NZLOG-0006pending84.5truePROP-106Skyline Offices89 Beacon StBostonMA02108USAPORT-D2023-02-0111850950020023500Living Building ChallengeCertification process started.AuditSys-032023-02-02T08:57:25
NZLOG-0007not_certified72falsePROP-107Redwood Lofts2452 College AveBerkeleyCA94704USAPORT-E2023-02-02870060001002000700LEEDRoof repairs required.AuditSys-022023-02-03T10:17:56
NZLOG-0008certified97truePROP-108Downtown Central800 Main StDallasTX75201USAPORT-F2023-02-03131001310050000LEEDNet zero achieved; full solar offset.MChang2023-02-04T15:12:30

What the 48 rows show

from the 48-row sample

Not_certified (certification status) stands out: mean esg_score is 76.0, against 91.6 for the rest.

  • 67%net_zero_status = true
  • 90.3median esg_score
  • 2certification bodies
  • 6audited_by values
  • 7address states
  • 7portfolios
Mean esg_score by certification_status48 rows
05010086.7pending14 rows94.5certified24 rows76.0not_certified10 rows
esg_score48 rows, in bands of 10
015300000000101424050100esg_score →

Median 90.3, from 72.0 to 99.7.

property_id48 rows · 10 values
  1. PROP-1015
  2. PROP-1025
  3. PROP-1035
  4. PROP-1045
  5. PROP-1055
  6. PROP-1065
  7. PROP-1075
  8. PROP-1085
  9. PROP-1094
  10. PROP-1104
22 columns by typefrom the column list below
  • string 13
  • float 6
  • date 1
  • datetime 1
  • boolean 1

Columns

22 columns in four groups
blueprint · 22 columns
columntypedescriptionexample
Text 13 columns
log_idstringUnique identifier for each energy log entryuniqueNZLOG-0001
property_idstringUnique identifier for the property/building10 propertiesPROP-101
property_namestringName of the property or building10 namesGreen Towers
address_streetstringStreet address of the property10 streets100 Maple Ave
address_citystringCity where the property is located10 citiesDenver
address_statestringState or region where the property is located7 statesCO
address_postal_codestringPostal code of the property10 codes80202
address_countrystringCountry where the property is locatedUSA
portfolio_idstringIdentifier for the real estate portfolio (if applicable)7 portfolios · optionalPORT-A
certification_statusstringCurrent net zero certification status for the buildingpending · certified · not_certified · expired · optionalcertified
certification_bodystringName of the certifying organization (e.g., LEED, Living Building Challenge)2 bodies · optionalLEED
commentsstringAdditional notes or comments for the log entryoptionalRoof repairs required.
audited_bystringName or identifier of the person or system that performed the audit/log entry6 values · optionalJSmith
Numbers 6 columns
energy_consumed_kwhfloatTotal building energy consumed (in kilowatt-hours) during the log period0 or more10425.7
renewable_generated_kwhfloatTotal renewable energy generated onsite (in kilowatt-hours) during the log period0 or more9000.3
renewable_exported_kwhfloatAmount of renewable energy exported to the grid (in kilowatt-hours)0 or more · optional120
renewable_imported_kwhfloatAmount of renewable energy imported from the grid (in kilowatt-hours)0 or more · optional1425.4
nonrenewable_consumed_kwhfloatAmount of non-renewable energy consumed (in kilowatt-hours)0 or more · optional0
esg_scorefloatEnvironmental, Social, and Governance (ESG) score for the property during the log period0 to 100 · optional93.6
Dates and times 2 columns
log_datedateDate for which the energy data is recorded2023-01-15
audit_datetimedatetimeTimestamp when the log entry was created or audited2023-01-20T09:14:22
True or false 1 column
net_zero_statusbooleanIndicates if the building met net zero energy for the period (true/false)true

Use it for

  • net zero status67%32 of 48 rowsmean esg score by cer…86.7pending94.5certif…76.0not_ce…

    A real estate dashboard

    The net_zero_status rate, esg_score by certification_status and a breakdown of property_id. Excel, Power BI or Tableau.

  • Why do the 10 not_certified rows have a mean esg_score of 76.0?

    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 property_id, property_name and address_street to fill a screen in front of a buyer.

Not quite right?

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This dataset48 rows22 columns
Yours10,000 rows22 columnsaddress_street: UK only

blueprint · real-estate-net-zero-energy-logs

Behind this dataset

Same schema. As many rows as you need.

These 48 rows came out of a blueprint — 22 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 represents a daily log for a property
  • Logs contain actual consumption, generation, and offsets
  • Flag compliance deviations for immediate action
  • Aggregate data supports portfolio-level ESG reporting
  • Properties must have verified renewable sources
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
real-estate-net-zero-energy-logs

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