Real Estate datasets

Property listings, market trends, transactions

78 ready-made datasets
8 formats, Excel to Parquet
First download free

What the 78 cover1 square = 1 dataset

Green building & ESG26
Listings, rents & prices24
Construction & materials11
Smart buildings11
Property management6

Grouped by dataset title and tags.

Showing all 24 on this page

Green building & ESG

Green Building Compliance Checklist

Green building compliance and sustainability metrics across real estate portfolios

This dataset provides a comprehensive view of green building compliance and sustainability metrics across real estate portfolios, enabling facility managers to track certifications, regulatory adherence, and operational efficiency for each property. It supports benchmarking, risk management, and strategic planning for sustainable real estate operations.

27 cols

building_type
compliance_checklist_completed
last_compliance_check_date
property_name
+23

Open in factory

building_type: office
compliance_checklist_completed: true
property_name: Green Tower

Smart buildings

Smart Building Access Incident Logs

Remote access incidents across commercial properties, capturing user

This dataset provides a detailed log of remote access incidents across commercial properties, capturing user, location, device, and event attributes to support advanced security analytics, compliance auditing, and operational optimization. It enables property managers and IT administrators to monitor access patterns, detect anomalies, and streamline incident response for hybrid and remote workforce environments.

28 cols

access_point_name
access_method
incident_type
incident_severity
+24

Open in factory

access_point_name: Main Entrance Lobby
access_method: keycard
incident_type: access_granted

Construction & materials

Property Maintenance Supply Chain Log

Sourcing, shipment, and fulfillment details for each order

This dataset provides a comprehensive log of property maintenance supply chain activities, including sourcing, shipment, and fulfillment details for each order. It enables real estate managers to monitor supply cycles, identify delays, evaluate vendor performance, and optimize building operations. The structured format supports analytics for downtime reduction and vendor benchmarking.

27 cols

property_name
supply_name
supply_category
quantity_ordered
+23

Open in factory

property_name: Pinecrest Apartments
supply_name: LED Light Bulb
supply_category: electrical

Green building & ESG

Smart Building Energy Optimization Log

Timestamped logs of energy usage, optimization actions

This dataset provides detailed, timestamped logs of energy usage, optimization actions, and sustainability outcomes for smart buildings. It enables operators and analysts to track operational efficiency, evaluate the impact of optimization strategies, monitor predictive maintenance, and support ESG reporting. The comprehensive structure supports advanced analytics for energy management and sustainability initiatives across real estate portfolios.

23 cols

building_name
energy_usage_kwh
energy_usage_type
optimization_action
+19

Open in factory

building_name: TechWorks Tower
energy_usage_kwh: 235.6
energy_usage_type: electricity

Green building & ESG

Retail Building Energy Efficiency Tracker

Energy consumption, occupancy rates

This dataset provides detailed tracking of energy consumption, occupancy rates, and sustainability initiatives across commercial retail buildings. It enables benchmarking of energy efficiency, monitoring of LEED certification progress, and identification of savings opportunities based on building age, system upgrades, and operational patterns. Ideal for real estate managers and ESG teams seeking actionable insights for sustainability and cost reduction.

20 cols

building_name
energy_consumption_kwh
year_built
gross_floor_area_sqft
+16

Open in factory

building_name: Maplewood Plaza
energy_consumption_kwh: 232000.5
year_built: 1998

Smart buildingsTop 10 most opened

Hybrid Workspace Utilization Analytics

Workspace utilization in hybrid office environments, capturing occupancy

This dataset provides a detailed, time-stamped record of workspace utilization in hybrid office environments, capturing occupancy, booking patterns, and employee feedback across various workspace types and locations. It enables facility managers and real estate teams to analyze space usage trends, optimize allocation, and enhance employee satisfaction in remote-friendly workplaces. The dataset supports actionable insights for dynamic space planning and workplace experience improvements.

20 cols

workspace_type
workspace_name
location_building
location_floor
+16

Open in factory

workspace_type: desk
workspace_name: Window Desk 1
location_building: HQ-East

Green building & ESG

Eco-Certification Audit Checklist

Inspection dates, findings, remediation recommendations

This dataset provides a comprehensive record of eco-certification audit checklist items for commercial properties, including inspection dates, findings, remediation recommendations, and property details. It supports sustainability teams in tracking compliance, managing remediation, and benchmarking performance for LEED, BREEAM, and similar green building certifications.

20 cols

certification_type
checklist_category
checklist_item
auditor_name
+16

Open in factory

certification_type: LEED
checklist_category: Energy
checklist_item: LED Lighting Installed

Green building & ESG

Commercial Building Energy Benchmarking

Monthly tracking of energy and water usage, efficiency upgrades

This dataset provides comprehensive monthly tracking of energy and water usage, efficiency upgrades, and sustainability ratings for commercial property portfolios. It enables property managers and ESG consultants to benchmark building performance, identify opportunities for efficiency improvements, and report on climate impact across real estate assets. The dataset supports actionable insights for sustainability reporting, regulatory compliance, and investment-grade ESG analysis.

27 cols

building_name
building_type
energy_consumption_kwh
energy_cost_usd
+23

Open in factory

building_name: Westfield Plaza
building_type: office
energy_consumption_kwh: 312532.7

Green building & ESG

Real Estate Net Zero Energy Logs

Building energy consumption and onsite renewable generation for real estate properties

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.

22 cols

energy_consumed_kwh
net_zero_status
property_name
renewable_generated_kwh
+18

Open in factory

energy_consumed_kwh: 10425.7
net_zero_status: true
property_name: Green Towers

Listings, rents & prices

Remote Agent Productivity Metrics

Deal progression, client engagement, and time management indicators

This dataset provides comprehensive, daily productivity metrics for remote real estate agents, including deal progression, client engagement, and time management indicators. It is ideal for operations managers and real estate technology startups seeking to monitor, benchmark, and optimize the performance of distributed agent teams. The dataset supports granular analysis of agent efficiency, team trends, and regional performance.

19 cols

agent_name
productive_hours
team_name
deals_initiated
+15

Open in factory

agent_name: Jessica Lam
productive_hours: 7.2
team_name: Summit Group

Green building & ESG

Remote Property Energy Compliance Logs

Timestamped logs of energy usage and compliance status for HVAC, lighting

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.

20 cols

property_name
energy_usage_kwh
compliance_status
log_datetime
+16

Open in factory

property_name: Oakridge Villas
energy_usage_kwh: 275.3
compliance_status: non-compliant

Smart buildings

IoT Sensor Maintenance Audit Logs

Timestamped audit logs of scheduled

This dataset provides detailed, timestamped audit logs of scheduled and unscheduled maintenance events for IoT sensors deployed in commercial properties. It includes sensor and property identifiers, technician details, maintenance reasons, compliance checks, downtime, and actions taken, enabling property managers and operations teams to optimize maintenance schedules, minimize downtime, and ensure regulatory compliance for building automation systems.

25 cols

maintenance_type
maintenance_reason
maintenance_status
maintenance_start_datetime
+21

Open in factory

maintenance_type: scheduled
maintenance_reason: routine check
maintenance_status: completed

Listings, rents & prices

Remote Agent Activity Log

Work duration, task completion, client interactions, compliance

This dataset provides comprehensive daily activity logs for remote real estate agents, including work duration, task completion, client interactions, compliance and privacy flags, and team affiliations. It enables proptech companies and agency managers to analyze workflow efficiency, monitor compliance, and optimize remote workforce performance while ensuring data privacy. The dataset is ideal for workforce analytics, compliance auditing, and operational optimization in distributed real estate teams.

23 cols

agent_name
total_active_minutes
activity_date
team_name
+19

Open in factory

agent_name: Maria Thompson
total_active_minutes: 420
team_name: Downtown Realty

Listings, rents & prices

Smart Lease Contract Analytics

Payment performance, compliance status, and risk scoring

This dataset provides granular analytics on digital lease contracts with smart clauses, including payment performance, compliance status, and risk scoring. It is designed for real estate technology platforms to optimize lease negotiations, automate compliance, and identify risk factors for property managers and owners. The dataset supports workflow automation, risk management, and strategic decision-making in property leasing.

30 cols

lease_term_months
smart_clause_type
smart_clause_triggered
contract_status
+26

Open in factory

lease_term_months: 12
smart_clause_type: auto-renewal
smart_clause_triggered: false

Smart buildings

Smart Building Occupancy Analytics

Timestamped occupancy and utilization readings from smart sensors deployed across zones

This dataset provides detailed, timestamped occupancy and utilization readings from smart sensors deployed across zones in commercial buildings. It enables granular analysis of space usage, energy consumption, and ESG compliance at the building, floor, and zone levels, supporting data-driven decisions for facilities management, energy optimization, and workplace planning.

18 cols

building_name
occupancy_count
occupancy_status
floor_number
+14

Open in factory

building_name: Centennial Tower
occupancy_count: 7
occupancy_status: occupied

Green building & ESG

Commercial Property Green Certification Log

Certification types, progress stages, documentation, inspection outcomes

This dataset provides a comprehensive log of commercial properties pursuing green building certifications, including certification types, progress stages, documentation, inspection outcomes, and renewal milestones. It enables sustainability officers and real estate managers to monitor ESG compliance, streamline certification workflows, and maintain up-to-date records for regulatory and reporting purposes.

26 cols

property_name
certification_type
certification_stage
certification_level
+22

Open in factory

property_name: Oakwood Business Center
certification_type: LEED
certification_stage: Application Submitted

Green building & ESG

Green Building Occupancy Analytics

Analytics on occupancy, indoor air quality

This dataset provides granular, time-stamped analytics on occupancy, indoor air quality, and resource usage within green-certified commercial buildings. It supports ESG compliance tracking, energy optimization, and sustainability reporting, making it invaluable for real estate managers and sustainability officers seeking actionable insights into building performance.

25 cols

building_name
occupancy_count
occupancy_status
certification_type
+21

Open in factory

building_name: Parkside Tower
occupancy_count: 0
occupancy_status: unoccupied

Construction & materials

Building Material Supplier Compliance Logs

Certifications, audit results, ESG alignment

This dataset provides a comprehensive log of building material supplier compliance for construction projects, including certifications, audit results, ESG alignment, and ethical sourcing verifications. It enables real estate and proptech teams to monitor regulatory adherence, sustainability commitments, and supplier performance throughout the project lifecycle, supporting risk management and ESG reporting.

28 cols

supplier_name
material_type
non_compliance_flag
non_compliance_details
+24

Open in factory

supplier_name: GreenStone Materials Ltd.
material_type: concrete
non_compliance_flag: false

Property management

Remote Real Estate Asset Monitoring

Monitoring of remote real estate assets, capturing sensor readings

This dataset provides comprehensive monitoring of remote real estate assets, capturing sensor readings, energy consumption, and incident logs to enable proactive maintenance and operational efficiency. It supports AI/ML-driven insights for property management, risk reduction, and sustainability reporting across distributed portfolios.

23 cols

property_name
sensor_type
sensor_location
sensor_reading_value
+19

Open in factory

property_name: Riverfront Plaza
sensor_type: energy_meter
sensor_location: Basement

Green building & ESG

Smart Building Energy Event Logs

Event-level logs of energy usage, anomalies

This dataset provides detailed, event-level logs of energy usage, anomalies, and efficiency actions across smart buildings, enabling PropTech and ESG teams to monitor operations, detect inefficiencies, and support sustainability compliance. Each record captures building, device, event type, and contextual details, making it ideal for pattern analysis and reporting. The dataset is optimized for operational analytics, anomaly detection, and regulatory reporting in the real estate and energy management sectors.

22 cols

building_name
event_type
energy_consumed_kwh
energy_cost_usd
+18

Open in factory

building_name: Parkside Tower
event_type: energy_usage
energy_consumed_kwh: 128.6

Construction & materialsTop 10 most opened

Real Estate Construction Supply Risk Logs

Information on delays, disruptions, impacted materials, suppliers

This dataset provides detailed logs of supply chain risks affecting real estate construction projects, including information on delays, disruptions, impacted materials, suppliers, mitigation actions, and financial impacts. It enables project managers and operations teams to monitor vulnerabilities, analyze risk patterns, and improve project delivery timelines and resilience. The structured format supports proactive risk management and comprehensive reporting for large-scale construction operations.

28 cols

supplier_name
risk_type
risk_severity
risk_status
+24

Open in factory

supplier_name: WestBuild Materials
risk_type: delay
risk_severity: high

Smart buildings

Smart Building Maintenance Event Logs

Event types, sensor data, response and resolution times, costs

This dataset provides detailed logs of automated facility maintenance events in smart buildings, including event types, sensor data, response and resolution times, costs, and sustainability impacts. It enables operational managers to analyze maintenance patterns, optimize resource allocation, benchmark response performance, and support sustainability initiatives across building portfolios.

23 cols

building_name
event_type
event_severity
event_status
+19

Open in factory

building_name: Central Office Tower
event_type: fault
event_severity: high

Green building & ESG

Green Building Energy Savings Logs

Location, building characteristics, and green certification status

This dataset provides detailed logs of energy consumption, savings, and sustainability initiatives for commercial buildings, including location, building characteristics, and green certification status. It enables benchmarking, ESG reporting, and identification of operational efficiency opportunities, supporting both real estate managers and proptech solution developers.

26 cols

building_name
building_type
energy_consumption_kwh
energy_consumption_baseline_kwh
+22

Open in factory

building_name: Greenway Tower
building_type: office
energy_consumption_kwh: 320000

Construction & materials

Smart Building Materials Emissions Tracker

Supplier transparency, ESG compliance status, and real-time reporting fields

This dataset provides granular tracking of embodied carbon and emissions data for construction materials used in smart building projects, including supplier transparency, ESG compliance status, and real-time reporting fields. It enables property managers and sustainability officers to monitor material sourcing, ensure regulatory compliance, and drive sustainability initiatives across the supply chain.

24 cols

material_name
material_type
emissions_scope
emissions_reporting_date
+20

Open in factory

material_name: Reinforced Steel Bar
material_type: steel
emissions_scope: Scope 1

What’s inside. Column by column.

Columns and codes found in the sample rows of all 78 real estate datasets.

Most common columnsDatasets, of 78

property_id37
property_name23
building_id17
building_name16
property_type15
log_id13
certification_type12
year_built12
agent_id10

A person from the Property Tour Request Logs datasetGenerated

buyer_first_name: Emily
buyer_last_name: Nguyen
agent_first_name: Troy
agent_last_name: Bennett

Generated

Standard codes in the sample rowsDatasets, of 78

ISO 3166 countries70
ISO 4217 currencies4

Not quite what you need? Describe it.

One sentence in. A dataset with that pattern out.

Your sentence

Near a station +18%
Real postcode districts
3% missing floor areas

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Rent index by distance to station

Sample rows for: Rental listings in 12 cities, where flats within 500 m of a station rent for 18% more, with real postcode districts and 3% of floor areas missing.
station_m	postcode	sq_ft	rent_pcm
320	SE1	540	2150
1400	M20	610	1180
450	LS6	—	1050
2300	BS7	720	1300

A pattern you asked for Everything else

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