PropTech Rental Listings Dataset

This dataset provides comprehensive synthetic rental property listings, including pricing, features, availability dates, location details, and agent contacts. It is ideal for real estate analytics, pricing model development, and aggregation platforms seeking rich property data for market insights and consumer applications.

  • opened 6 times
  • last updated 21 Aug 2025
  • by GoMask
The brief that made it

Rental market analytics and trend analysis

Sample rows

preview · 8 of 200 rows · all 31 columns
listing_idstringproperty_typestringsquare_footageintegerfurnishedbooleanaddress_countrystringlisting_titlestringmonthly_rentfloatsecurity_depositfloatavailable_fromdatelease_term_monthsintegerbedroomsintegerbathroomsfloatpets_allowedbooleanparking_availablebooleanlaundry_typestringheating_typestringcooling_typestringaddress_streetstringaddress_citystringaddress_statestringaddress_postal_codestringlatitudefloatlongitudefloatlisting_agent_idstringagent_namestringagent_phonestringagent_emailstringlisting_created_atdatetimelisting_updated_atdatetimeis_activebooleandescriptionstring
L1001apartment900trueUSAModern 2BR Apartment in Midtown290029002024-07-151222falsefalsesharedcentralwindow1206 Park AveNew YorkNY1002640.8017-73.9507AG201Morgan Realty Group+1-212-555-4821info@morganrealty.com2024-06-10T14:45:002024-06-12T09:20:00trueBright apartment with furnished living area, kitchen appliances, and large windows. Furniture included: sofa, dining table, queen beds.
L1002studio340falseUSACompact Studio, Heart of Chicago100010002024-08-01601falsefalsenoneelectricwindow57 E 9th StChicagoIL6060541.8719-87.6252blankblankblankblank2024-06-08T08:30:00blanktrueEfficient studio with basic amenities, laminate flooring, compact kitchen. Ideal for singles. Unfurnished.
L1003house2500falseUSASpacious 4BR Family Home320064002024-07-202443truetruein-unitcentralcentral824 Oakridge DrPlanoTX7509333.0342-96.7537AG157Sunstate Realty+1-972-555-3482contact@sunstaterealty.com2024-06-05T11:10:002024-06-13T10:05:00trueLarge unfurnished family home with backyard, garage, central heating and cooling. Perfect for pets.
L1004condo2200trueSpainLuxury Condo Downtown Madrid6800204002024-07-251843.5falsetruein-unitcentralcentral19 Calle de SerranoMadridMadrid2800140.4328-3.6874AG222Madrid Luxe Estates+34-91-555-3848info@madridluxe.com2024-06-11T12:30:002024-06-15T13:10:00truePremium furnished condo with modern furniture, in-unit laundry, 24/7 security, pool access. Includes beds, sofas, dining set.
L1005apartment740falseUSACozy 1BR Apartment, San Francisco230023002024-07-101211falsefalsesharedelectricwindow1687 Pine StSan FranciscoCA9410937.7891-122.4222AG102Bay Area Rentals+1-415-555-6012info@bayarearentals.com2024-06-09T15:30:00blanktrueNeat unfurnished 1BR apartment, open layout, shared laundry, easy walk to public transit.
L1006loft980trueJapanStylish Loft, Central Tokyo900001800002024-08-102411falsetruein-unitcentralcentral3-11-6 GinzaTokyoTokyo104-006135.6698139.7613AG304Tokyo Urban Living+81-3-5554-2987contact@tokyourban.jp2024-06-07T09:00:002024-06-11T10:40:00trueFurnished loft with modern furniture, high ceilings, open plan living, in-unit laundry, near Ginza.
L1007duplex1200falseUSASunny Duplex Near Campus190019002024-07-051222truetruein-unitgaswindow4218 College StAustinTX7870530.2922-97.7384AG183Longhorn Realty+1-512-555-9321info@longhornrealty.com2024-06-08T16:15:00blanktrueSpacious unfurnished duplex, two bedrooms, two baths, in-unit laundry, garage parking, pet friendly.
L1008townhouse1350falseAustraliaModern Townhouse, Sydney Suburbs180036002024-07-181832truetruein-unitelectricwindow22 Curran RdSydneyNSW2142-33.814151.0101AG415Sydney Living Experts+61-2-5556-8090office@sydliving.com.au2024-06-10T10:00:002024-06-12T16:40:00trueUnfurnished townhouse with three bedrooms, open kitchen, in-unit laundry, balcony, secure parking.

What the 200 rows show

from the 200-row sample

Condo (property type) stands out: mean square_footage is 2,761, against 978.7 for the rest.

  • 35%furnished = true
  • 925median square_footage
  • 3laundry types
  • 3cooling types
  • 4heating types
  • 44address states
Mean square_footage by property_type200 rows
02,0004,000727.9apar…68 ro…2,146house34 ro…2,761condo19 ro…169.7stud…32 ro…1,226town…12 ro…864.4loft17 ro…1,103dupl…18 ro…
square_footage200 rows, in bands of 500
04590458425815594502,5004,500square_footage →

Median 925, from 0 to 4,500.

address_country200 rows · 10 values
  1. USA123
  2. Australia16
  3. UK16
  4. Spain10
  5. Narnia10
  6. Nowhere10
  7. Japan8
  8. Testland5
  9. Canada1
  10. Nullcountry1
31 columns by typefrom the column list below
  • string 16
  • integer 3
  • float 5
  • date 1
  • datetime 2
  • boolean 4

Columns

31 columns in four groups
blueprint · 31 columns
columntypedescriptionexample
Text 16 columns
listing_idstringUnique identifier for the rental listinguniqueL1001
property_typestringType of property (e.g., apartment, house, condo, studio)7 valuesapartment
listing_titlestringShort headline or title for the rental listingSpacious 4BR Family Home
descriptionstringDetailed description of the property and its featuresBright apartment with fur…
laundry_typestringType of laundry available (in-unit, shared, none)in-unit · shared · none · optionalshared
heating_typestringType of heating provided (central, electric, gas, none)central · electric · gas · none · optionalcentral
cooling_typestringType of cooling provided (central, window, none)central · window · none · optionalwindow
address_streetstringStreet address of the property1206 Park Ave
address_citystringCity where the property is locatedNew York
address_statestringState or region where the property is locatedNY
address_postal_codestringPostal or ZIP code of the property10026
address_countrystringCountry where the property is located10 countriesUSA
listing_agent_idstringUnique identifier for the listing agent or agencyoptionalAG201
agent_namestringName of the listing agent or agencyoptionalMorgan Realty Group
agent_phonestringContact phone number for the agent or agencyoptional+1-212-555-4821
agent_emailstringContact email address for the agent or agencyoptionalinfo@morganrealty.com
Numbers 8 columns
monthly_rentfloatMonthly rental price in local currency0 or more2900
security_depositfloatRequired security deposit amount0 or more · optional2900
lease_term_monthsintegerMinimum lease term in months1 or more · optional12
bedroomsintegerNumber of bedrooms in the property0 or more2
bathroomsfloatNumber of bathrooms (can be fractional, e.g., 1.5)0 or more2
square_footageintegerTotal area of the property in square feet0 or more · optional900
latitudefloatLatitude coordinate of the property-90 to 90 · optional40.8017
longitudefloatLongitude coordinate of the property-180 to 180 · optional-73.9507
Dates and times 3 columns
available_fromdateDate when the property is available for rent2024-07-15
listing_created_atdatetimeTimestamp when the listing was created2024-06-10T14:45:00
listing_updated_atdatetimeTimestamp when the listing was last updatedoptional2024-06-12T09:20:00
True or false 4 columns
furnishedbooleanIndicates if the property is furnishedtrue
pets_allowedbooleanIndicates if pets are allowed in the propertyfalse
parking_availablebooleanIndicates if parking is availablefalse
is_activebooleanIndicates if the listing is currently activetrue

Use it for

  • furnished35%69 of 200 rowsmean square footage b…727.9apar…2.1khouse2.8kcondo169.7stud…

    A real estate dashboard

    The furnished rate, square_footage by property_type and a breakdown of address_country. Excel, Power BI or Tableau.

  • Why do the 19 condo rows have a mean square_footage of 2,761?

    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 listings with property_type, listing_title and description to fill a screen in front of a buyer.

Not quite right?

Make it yours.

Same 31 columns, your size and your rules. See 20 rows before you pay.

Preview 20 rows free

1,000 rows: $1.99 · 10,000: $12.99One-time. No subscription. All prices

This dataset200 rows31 columns
Yours1,000 rows31 columnsaddress_street: UK only

blueprint · proptech-rental-listings-dataset

Behind this dataset

Same schema. As many rows as you need.

These 200 rows came out of a blueprint — 31 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
  • Property type: apartment, house, condo
  • Monthly rent $500-$8500, randomized by location
  • Amenities list up to 12 features
  • Availability dates within next 6 months
Rows
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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
proptech-rental-listings-dataset

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