Real Estate
29 columns
80 rows
8 formats

Real Estate Retrofit Impact Metrics

This dataset provides detailed, project-level metrics on the sustainability and operational impact of real estate retrofits, including energy savings, carbon reduction, cost efficiency, and ESG certifications. It enables property managers and sustainability professionals to evaluate retrofit effectiveness, prioritize future projects, and report ESG progress to stakeholders and regulators.

last updated 1 Dec 2025
by GoMask

The brief that made it

Prioritizing retrofit projects based on sustainability and financial impact

Sample rows

preview · 8 of 80 rows · all 29 columns

retrofit_idstring	retrofit_typestring	retrofit_investment_costfloat	address_statestring	property_idstring	property_namestring	address_streetstring	address_citystring	address_postal_codestring	address_countrystring	retrofit_start_datedate	retrofit_end_datedate	pre_retrofit_energy_consumptionfloat	post_retrofit_energy_consumptionfloat	energy_savingsfloat	pre_retrofit_carbon_emissionsfloat	post_retrofit_carbon_emissionsfloat	carbon_reductionfloat	pre_retrofit_operating_costfloat	post_retrofit_operating_costfloat	cost_savingsfloat	payback_period_yearsfloat	esg_certificationstring	certification_datedate	reporting_period_startdate	reporting_period_enddate	data_sourcestring	retrofit_descriptionstring	notesstring
RF-10001	hvac	110000	IL	P-5001	Greenview Tower	123 Elm St	Chicago	60611	USA	2022-03-15	2022-05-10	980000	850000	130000	420	360	60	215000	190000	25000	4.4	leed	2022-08-15	2022-05-11	2023-05-10	energy_management_system	Upgraded HVAC to high efficiency units.	Significant reduction in summer cooling load.
RF-10002	lighting	48000	IL	P-5002	Riverfront Plaza	225 Wacker Dr	Chicago	60606	USA	2021-09-05	2021-10-25	350000	295000	55000	150	130	20	83000	73000	10000	4.8	energy_star	2022-01-12	2021-10-26	2022-10-25	utility_bills	LED lighting installed throughout all floors.	Lighting upgrade resulted in improved occupant comfort.
RF-10003	solar	150000	TX	P-5003	Sunrise Residences	87 Main Rd	Austin	78701	USA	2023-01-12	2023-03-05	670000	500000	170000	280	210	70	138000	110000	28000	5.36	leed	2023-06-01	2023-03-06	2024-03-05	manual_entry	Installed rooftop solar panels.	Solar output exceeded initial projections.
RF-10004	windows	62000	WA	P-5004	Pine Grove Office Park	455 Pine Ave	Seattle	98101	USA	2022-05-18	2022-07-30	520000	470000	50000	210	190	20	95000	85000	10000	6.2	none	blank	2022-07-31	2023-07-30	energy_management_system	Replaced single-pane windows with double-glazed.	Noticed improved thermal comfort post retrofit.
RF-10005	insulation	38000	CA	P-5005	Bay Street Lofts	720 Bay St	San Francisco	94109	USA	2021-11-02	2022-01-15	410000	355000	55000	175	150	25	75000	70000	5000	7.6	energy_star	2022-03-20	2022-01-16	2023-01-15	utility_bills	Added blown-in insulation to attic and walls.	Winter heating bills reduced.
RF-10006	water	16000	CO	P-5006	Maplewood Center	180 Maplewood Dr	Denver	80203	USA	2022-08-01	2022-09-10	192000	175000	17000	80	73	7	43000	40000	3000	5.33	other	2022-11-22	2022-09-11	2023-09-10	manual_entry	Installed low-flow fixtures and water-saving appliances.	Water bills dropped significantly.
RF-10007	lighting	14000	MA	P-5007	Liberty Square	58 Liberty Sq	Boston	02109	USA	2023-02-01	2023-03-09	230000	205000	25000	93	83	10	36000	33000	3000	4.67	leed	2023-06-20	2023-03-10	2024-03-09	energy_management_system	Replaced all bulbs with LED lighting.	Occupants report improved lighting quality.
RF-10008	hvac	86000	TX	P-5008	Gateway Building	911 Gateway Blvd	Dallas	75201	USA	2022-10-20	2022-12-28	680000	590000	90000	295	260	35	142000	124000	18000	4.78	energy_star	2023-03-10	2022-12-29	2023-12-28	utility_bills	Chillers and air handlers replaced.	HVAC retrofit improved air quality as well.
RF-10009	windows	26000	NY	P-5009	Grand Central Offices	100 Grand Ave	New York	10013	USA	2021-07-10	2021-09-04	320000	295000	25000	130	120	10	57000	54000	3000	8.67	none	blank	2021-09-05	2022-09-04	manual_entry	Installed UV-filtering windows.	Glare reduction noticeable.
RF-10010	insulation	17000	MN	P-5010	Lakeside Apartments	70 Lakeside Dr	Minneapolis	55402	USA	2022-04-17	2022-05-30	165000	140000	25000	65	55	10	39000	35500	3500	4.86	leed	2022-08-01	2022-05-31	2023-05-30	energy_management_system	Basement and attic insulated.	Tenants report warmer interiors in winter.
RF-10011	solar	220000	OH	P-5011	Cedar Point Industrial	220 Cedar Point Rd	Columbus	43215	USA	2023-06-10	2023-08-12	900000	720000	180000	390	315	75	188000	153000	35000	6.29	breeam	2023-10-15	2023-08-13	2024-08-12	manual_entry	Solar arrays installed on warehouse roofs.	Solar generation now covers 25% of total load.
RF-10012	lighting	10000	OR	P-5012	Westfield Commons	121 Westfield Ave	Portland	97209	USA	2022-11-24	2022-12-31	140000	125000	15000	58	52	6	23000	21000	2000	5	energy_star	2023-02-28	2023-01-01	2024-01-01	utility_bills	Replaced parking lot and lobby lighting with LEDs.	Nighttime visibility improved.
RF-10013	water	32000	IL	P-5001	Greenview Tower	123 Elm St	Chicago	60611	USA	2022-04-01	2022-06-20	850000	830000	20000	360	351	9	190000	185000	5000	6.4	leed	2022-09-03	2022-06-21	2023-06-20	energy_management_system	Rainwater harvesting system installed.	Water reuse for landscaping.
RF-10014	hvac	44000	GA	P-5013	Parkside Place	401 Parkside Dr	Atlanta	30303	USA	2022-07-05	2022-09-20	480000	415000	65000	210	185	25	102000	91000	11000	4	none	blank	2022-09-21	2023-09-20	manual_entry	Variable speed drives added to HVAC system.	HVAC noise level reduced.
RF-10015	insulation	21000	CA	P-5014	Hilltop Tower	800 Hilltop Rd	San Diego	92101	USA	2023-01-10	2023-02-22	215000	185000	30000	80	68	12	48000	43000	5000	4.2	energy_star	2023-05-15	2023-02-23	2024-02-22	utility_bills	Foam insulation added to exterior walls.	Lowered heating and cooling needs.
RF-10016	windows	35000	TX	P-5015	Oakridge Retail	59 Oakridge Blvd	Houston	77002	USA	2021-04-15	2021-06-22	380000	355000	25000	140	128	12	66000	59000	7000	5	leed	2021-10-10	2021-06-23	2022-06-22	energy_management_system	Added triple-glazed storefront windows.	Improved storefront visibility.
RF-10017	solar	140000	MD	P-5016	Harborview Corporate	301 Harborview Dr	Baltimore	21202	USA	2022-08-08	2022-10-19	790000	640000	150000	310	250	60	170000	140000	30000	4.67	breeam	2023-01-05	2022-10-20	2023-10-19	utility_bills	Solar panel installation on office roof.	Solar offset 18% of annual energy.
RF-10018	water	8000	UT	P-5017	Aspen Court	602 Aspen Ct	Salt Lake City	84101	USA	2022-05-25	2022-07-12	110000	105000	5000	43	41	2	19000	18000	1000	8	none	blank	2022-07-13	2023-07-12	manual_entry	Greywater recycling system installed.	Water usage reduced by 10%.
RF-10019	lighting	9000	CO	P-5018	Evergreen Plaza	800 Evergreen St	Denver	80206	USA	2023-04-14	2023-05-15	99000	86000	13000	37	32	5	22000	20000	2000	4.5	energy_star	2023-07-28	2023-05-16	2024-05-15	utility_bills	Garage and hallway lighting replaced.	LEDs improved safety and visibility.
RF-10020	hvac	37000	PA	P-5019	Metro Center	120 Metro Ave	Philadelphia	19103	USA	2022-09-01	2022-10-10	440000	390000	50000	170	150	20	94000	83000	11000	3.36	leed	2022-12-20	2022-10-11	2023-10-10	energy_management_system	Installed demand control ventilation.	Improved air quality and energy savings.

What the 80 rows show

from the 80-row sample

Solar (retrofit type) stands out: mean retrofit_investment_cost is 97,092, against 25,907 for the rest.

15,750median retrofit_investment_cost
3data sources
5esg certifications
167,500median pre_retrofit_energy_consumption
147,500median post_retrofit_energy_consumption
20,000median energy_savings

Mean retrofit_investment_cost by retrofit_type80 rows

retrofit_investment_cost80 rows, in bands of 25k

Median 15,750, from 2,300 to 220,000.

address_state80 rows · top 10 of 26 values

CA14
TX8
CO7
OH5
IL4
OR4
FL4
WA3
NY3
UT3

29 columns by typefrom the column list below

string 13
float 11
date 5

Columns

29 columns in three groups

blueprint · 29 columns
column	type	description	example
Text 13 columns
`retrofit_id`	string	Unique identifier for each retrofit project or interventionunique	RF-10001
`property_id`	string	Unique identifier for the real estate asset or property	P-5001
`property_name`	string	Name of the property or buildingoptional	Greenview Tower
`address_street`	string	Street address of the propertyoptional	123 Elm St
`address_city`	string	City where the property is locatedoptional	Chicago
`address_state`	string	State or region of the propertyoptional	IL
`address_postal_code`	string	Postal code of the propertyoptional	60611
`address_country`	string	Country where the property is locatedoptional	USA
`retrofit_type`	string	Type of retrofit performed (e.g., lighting, HVAC, insulation, windows)7 values	hvac
`retrofit_description`	string	Detailed description of the retrofit projectoptional	Cooling tower replaced.
`esg_certification`	string	Type of ESG or green building certification achieved (e.g., LEED, BREEAM, ENERGY STAR)leed · breeam · energy_star · none · other · optional	leed
`data_source`	string	Source of the data (e.g., utility bills, energy management system, manual entry)4 values · optional	energy_management_system
`notes`	string	Additional comments or notes about the retrofit or metricsoptional	Significant reduction in …
Numbers 11 columns
`pre_retrofit_energy_consumption`	float	Annual energy consumption before retrofit (kWh)0 or more	980000
`post_retrofit_energy_consumption`	float	Annual energy consumption after retrofit (kWh)0 or more	850000
`energy_savings`	float	Annual energy savings achieved (kWh)0 or more	130000
`pre_retrofit_carbon_emissions`	float	Annual carbon emissions before retrofit (metric tons CO2e)0 or more	420
`post_retrofit_carbon_emissions`	float	Annual carbon emissions after retrofit (metric tons CO2e)0 or more	360
`carbon_reduction`	float	Annual carbon emissions reduction achieved (metric tons CO2e)0 or more	60
`pre_retrofit_operating_cost`	float	Annual operating cost before retrofit (local currency)0 or more · optional	215000
`post_retrofit_operating_cost`	float	Annual operating cost after retrofit (local currency)0 or more · optional	190000
`cost_savings`	float	Annual cost savings achieved (local currency)0 or more · optional	25000
`retrofit_investment_cost`	float	Total investment cost for the retrofit project (local currency)0 or more · optional	110000
`payback_period_years`	float	Estimated payback period for the retrofit investment (years)0 or more · optional	4.4
Dates and times 5 columns
`retrofit_start_date`	date	Date when the retrofit project startedoptional	2022-03-15
`retrofit_end_date`	date	Date when the retrofit project was completedoptional	2022-05-10
`certification_date`	date	Date ESG or green building certification was awardedoptional	2022-08-15
`reporting_period_start`	date	Start date of the reporting period for impact metricsoptional	2022-05-11
`reporting_period_end`	date	End date of the reporting period for impact metricsoptional	2023-05-10

Use it for

A real estate dashboard
Retrofit_investment_cost by retrofit_type and a breakdown of address_state. Excel, Power BI or Tableau.
Why do the 12 solar rows have a mean retrofit_investment_cost of 97,092?
A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
Retrofits80
RF-10001110000hvac
RF-1000248000lighting
RF-10003150000solar
A software demo
Believable retrofits with property_id, property_name and address_street to fill a screen in front of a buyer.

This dataset80 rows29 columns

Yours1,000 rows29 columnsaddress_street: UK only

blueprint · real-estate-retrofit-impact-metrics

Behind this dataset

Same schema. As many rows as you need.

These 80 rows came out of a blueprint — 29 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 building post-retrofit.
Include fields for pre- and post-retrofit energy usage.
Calculate percent reduction in carbon emissions per property.
Log retrofit type (e.g., insulation, windows, HVAC).
Track retrofit dates and cost savings estimates.
Flag buildings with third-party sustainability certification.

Rows1,000 rows10,000 rows100,000 rows1,000,000 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: real-estate-retrofit-impact-metrics

What should your data show?

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Sample rows

What the 80 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?