Green Retrofit Impact Metrics

This dataset provides a comprehensive record of green retrofit projects across diverse real estate assets, detailing building attributes, retrofit types, costs, and quantifiable environmental impacts. It is designed for ESG reporting, investor transparency, and operational benchmarking, making it valuable for proptech startups, compliance teams, and sustainability analysts seeking actionable insights into retrofit effectiveness.

  • last updated 28 Oct 2025
  • by GoMask
The brief that made it

ESG reporting and regulatory compliance for real estate portfolios

Sample rows

preview · 8 of 85 rows · all 24 columns
retrofit_project_idstringesg_certificationstringannual_energy_savings_kwhfloatinvestor_reporting_requiredbooleancertification_levelstringbuilding_idstringbuilding_namestringbuilding_typestringaddress_streetstringaddress_citystringaddress_statestringaddress_postal_codestringaddress_countrystringproject_start_datedateproject_end_datedateretrofit_typestringproject_cost_usdfloatannual_water_savings_m3floatannual_ghg_reduction_tonnesfloatpayback_period_yearsfloatcompliance_team_contactstringdata_last_updateddatetimeretrofit_descriptionstringoperational_improvement_notesstring
RPJ-0001LEED45500.5trueGoldBLD-1001Harborview Toweroffice500 North Harbor StSeattleWA98109USA2021-03-122021-10-22HVAC upgrade138000.75320170.25.1jane.foster@esgcompliance.com2023-08-15T15:30:21Full chiller replacement and advanced controls system installed to reduce energy demand.Reduced maintenance costs by 18% after upgrade.
RPJ-0002ENERGY STAR12700falseCertifiedBLD-2021Oakridge Apartmentsresidential392 Oakridge AveTorontoONM4C 1V1Canada2022-05-192022-12-11insulation42000blank33.83.7matthew.doyle@greenproptech.ca2023-11-03T12:18:05Wall and roof insulation added; window replacement throughout building.Tenant comfort improved, heating costs decreased.
RPJ-0003LEED23000trueGoldBLD-1001Harborview Toweroffice500 North Harbor StSeattleWA98109USA2022-02-012022-08-15lighting65000.25blank52.52.9jane.foster@esgcompliance.com2023-11-12T09:10:22LED lighting retrofit in all common areas and offices.Improved lighting quality and reduced bulb replacement frequency.
RPJ-0004BREEAM125000trueExcellentBLD-3005Sunset Logistics Centerindustrial88 Logistics RdMemphisTN38118USA2020-07-072021-03-17solar installation275000502907.8tanya.davenport@sunsetlogistics.com2022-02-01T14:34:22Installed 400 kW solar array; partial battery storage.Reduced dependency on grid electricity.
RPJ-0005LEED48000trueSilverBLD-4012MarketPlace Mallretail1200 Main StMinneapolisMN55403USA2021-09-112022-04-18HVAC upgrade1850002251155.5lucas.perez@marketplacemall.com2023-07-29T16:06:11Replacement of rooftop units; variable speed drives added.Temperature control improved, fewer maintenance calls.
RPJ-0006blank17600falseblankBLD-5018Greenway Commonsmixed-use210 Greenway BlvdDenverCO80206USA2022-11-04blankinsulation91000blank40blanknatalie.chan@greenwaycommons.com2023-12-21T11:53:58Exterior wall insulation and air sealing underway.blank
RPJ-0007ENERGY STAR18500trueCertifiedBLD-4012MarketPlace Mallretail1200 Main StMinneapolisMN55403USA2023-01-122023-09-15lighting39000blank312.4lucas.perez@marketplacemall.com2023-09-20T10:14:43LED retrofits in parking and common areas.Improved security lighting while reducing costs.
RPJ-0008LEED53000falseGoldBLD-6003Central Heightsresidential1443 Central PkwyAustinTX78702USA2020-05-202021-01-12solar installation142500115916.2lauren.garcia@centralheights.com2022-02-02T15:10:11Solar panels installed on roof and carport.Shared solar credits for tenants.

What the 85 rows show

from the 85-row sample

BREEAM (esg certification) stands out: mean annual_energy_savings_kwh is 104,900, against 34,112 for the rest.

  • 59%investor_reporting_required = true
  • 27,000median annual_energy_savings_kwh
  • 6building types
  • 7address countries
  • 10retrofit types
  • 65,000median project_cost_usd
Mean annual_energy_savings_kwh by esg_certification44 rows
0100k200k40,200LEED21 rows24,277ENERGY STAR13 rows104.9kBREEAM10 rows
annual_energy_savings_kwh85 rows, in bands of 20k
0204033231453133080k160kannual_energy_savings_kwh →

Median 27,000, from 3,100 to 158,000.

certification_level44 rows with a value · 41 left blank
  1. Certified13
  2. Silver12
  3. Gold7
  4. Very Good4
  5. Excellent3
  6. Good3
  7. Platinum2
24 columns by typefrom the column list below
  • string 15
  • float 5
  • date 2
  • datetime 1
  • boolean 1

Columns

24 columns in four groups
blueprint · 24 columns
columntypedescriptionexample
Text 15 columns
retrofit_project_idstringUnique identifier for each green retrofit projectuniqueRPJ-0001
building_idstringUnique identifier for the building where the retrofit is implementedBLD-1001
building_namestringName of the buildingoptionalHarborview Tower
building_typestringType of building (e.g., office, residential, industrial, retail)6 valuesoffice
address_streetstringStreet address of the buildingoptional500 North Harbor St
address_citystringCity where the building is locatedoptionalSeattle
address_statestringState or province where the building is locatedoptionalWA
address_postal_codestringPostal code of the buildingoptional98109
address_countrystringCountry where the building is located7 countriesUSA
retrofit_typestringType of retrofit (e.g., HVAC upgrade, insulation, lighting, solar installation)10 typesHVAC upgrade
esg_certificationstringESG or green building certification achieved (e.g., LEED, BREEAM, ENERGY STAR)3 certifications · optionalLEED
certification_levelstringLevel of certification achieved (e.g., Gold, Platinum, Silver)7 levels · optionalGold
compliance_team_contactstringContact email or name for the compliance team responsible for the projectoptionalJason Patel
retrofit_descriptionstringDetailed description of the retrofit project and its scopeoptionalFull chiller replacement …
operational_improvement_notesstringNotes on operational improvements resulting from the retrofitoptionalReduced grid demand.
Numbers 5 columns
project_cost_usdfloatTotal cost of the retrofit project in USD0 or more138000.75
annual_energy_savings_kwhfloatEstimated or measured annual energy savings in kilowatt-hours (kWh)0 or more45500.5
annual_water_savings_m3floatEstimated or measured annual water savings in cubic meters (m³)0 or more · optional320
annual_ghg_reduction_tonnesfloatEstimated or measured annual greenhouse gas reduction in metric tonnes CO2e0 or more · optional170.2
payback_period_yearsfloatEstimated payback period for the retrofit investment in years0 or more · optional5.1
Dates and times 3 columns
project_start_datedateDate when the retrofit project started2021-03-12
project_end_datedateDate when the retrofit project was completedoptional2021-10-22
data_last_updateddatetimeTimestamp when the record was last updated2023-08-15T15:30:21
True or false 1 column
investor_reporting_requiredbooleanIndicates if the project requires investor ESG reportingtrue

Use it for

  • investor repor…59%50 of 85 rowsmean annual energy sa…40.2kLEED24.3kENERGY…104.9kBREEAM

    A real estate dashboard

    The investor_reporting_required rate, annual_energy_savings_kwh by esg_certification and a breakdown of certification_level. Excel, Power BI or Tableau.

  • Why do the 10 BREEAM rows have a mean annual_energy_savings_kwh of 104,900?

    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 retrofit projects with building_id, building_name and building_type to fill a screen in front of a buyer.

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This dataset85 rows24 columns
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blueprint · green-retrofit-impact-metrics

Behind this dataset

Same schema. As many rows as you need.

These 85 rows came out of a blueprint — 24 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 unique retrofit project.
  • Energy savings estimates must be reported in kWh per annum.
  • Carbon emission reduction figures are calculated post-retrofit.
  • Project cost must include labor, materials, and technology.
  • Retrofit type must be classified by intervention (insulation, HVAC, lighting, etc.).
Rows
Open the blueprint in Data Factory

1 credit per row. Preview 20 rows free. Buy rows for the full run.

Exports
CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence
yours to use, including commercially
API slug
green-retrofit-impact-metrics

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