Introduction
In today’s volatile housing market, market analysts, property tech startups, real estate platforms, and investment advisors need reliable, structured, and timely data to make informed decisions. That’s why ArcTechnolabs offers city-wise real estate datasets for Canada and the UK, enabling fast, actionable intelligence into the property market.
With data scraped from popular real estate platforms like Rightmove, Zoopla, Realtor.ca, and Zillow, ArcTechnolabs delivers accurate, cleaned, and categorized listing information from top-tier cities across both countries.
Why Focus on Canada & UK?
Canada:
- Booming real estate hubs like Toronto, Vancouver, Calgary
- High rental demand & fast-paced listing turnover
- Diverse housing types (condos, detached, townhomes)
UK:
- Active investment cities like London, Manchester, Birmingham
- Emerging demand in suburbs post-pandemic
- Regulations influencing pricing and listing frequency
What’s Included in ArcTechnolabs Real Estate Datasets?
| Attribute | Description |
|---|---|
| Listing Title | “2 Bed Flat in Central London”, “Detached in Toronto” |
| Property Type | Apartment, Condo, Detached, Bungalow, Studio |
| Price | GBP / CAD values |
| Beds / Baths | Bedroom and bathroom count |
| Floor Area | sq ft or sq m |
| Listing Type | Rent / Sale / Lease |
| Listing Date | Date when listed |
| Seller / Agent Info | Broker name, agency, or owner |
| URL | Source listing link |
| City / Region | Geo-tagged (London, Manchester, Toronto, etc.) |
Sample Dataset – UK (London & Manchester)
| Property Title | Type | Price (GBP) | Beds | Area | Listing Type | City |
|---|---|---|---|---|---|---|
| 2-Bed Flat in Canary Wharf | Apartment | £525,000 | 2 | 850 sq ft | Sale | London |
| 1-Bed Studio near Piccadilly | Studio | £1,250/mo | 1 | 400 sq ft | Rent | Manchester |
Sample Dataset – Canada (Toronto & Vancouver)
| Property Title | Type | Price (CAD) | Beds | Area | Listing Type | City |
|---|---|---|---|---|---|---|
| Detached 4BHK in North York | Detached | $1,150,000 | 4 | 2,200 sq ft | Sale | Toronto |
| Condo Downtown Vancouver | Condo | $2,200/mo | 2 | 950 sq ft | Rent | Vancouver |
Use Cases for Real Estate Market Analysts
1. Market Trend Forecasting
Compare average sale prices across neighborhoods to identify hot zones and undervalued markets.
2. Rental Yield Estimation
Cross-analyze rental and sale prices in specific cities or zip codes.
3. Real Estate Investment Modeling
Integrate listing frequency, time on market, and price movement into property investment tools.
4. Competitor Tracking for PropTech Platforms
Monitor inventory distribution, platform dominance, and broker pricing tactics.
5. Urban Planning & Government Research
City councils and planners can use data to track housing demand, affor dability, and supply dynamics.
How ArcTechnolabs Builds These Datasets
- Geo-Targeted Scraping: by postal code, district, or metro region
- Multi-Platform Integration: Rightmove, Zoopla (UK); Realtor.ca, Zillow (Canada)
- Smart Deduplication: Filter reposted listings or expired ones
- Real-Time Crawler Scheduling: Hourly or daily depending on platform refresh
- Data Enrichment: Currency conversion, price per sq ft/m², agent categorization
Dataset Delivery Options
| Delivery Method | Frequency | Format |
|---|---|---|
| Email Export | Daily / Weekly | Excel / CSV |
| API Integration | Real-Time or Daily | JSON / XML |
| FTP / Google Drive | Weekly Snapshots | Excel, ZIP |
Cities Covered
Canada
- Toronto, Vancouver, Calgary, Montreal, Ottawa
UK
- London, Manchester, Birmingham, Leeds, Glasgow
Customization Options
| Filter Type | Example |
|---|---|
| Property Category | Only 2BHK Apartments, or Detached Houses |
| Budget Ranges | £300k–£500k / $2000–$3500 rentals |
| Location Radius | Listings within 5km of city center |
| Agent Filtering | Top 100 brokers only |
| Listing Type | Only "New Listings" from last 48 hours |
How to Get Started
- Request a sample dataset for your preferred city
- Define update frequency & preferred format
- Begin analyzing with plug-and-play data files
Get started at ArcTechnolabs.com
Conclusion
For real estate market analysts, data is the foundation of every decision. ArcTechnolabs delivers city-level, platform-verified, and enriched property datasets from Canada and the UK—empowering analysts, proptech platforms, and institutional investors to stay ahead.
Transform raw listings into strategic insights—powered by ArcTechnolabs.
