This dataset contains Real Estate Rents listings in the Canada broken by Province and City. Data was collected via web scraping using python libraries.

You may use the dataset for Canada rents houses trend analysis (with respect to the location - province/city/longitude/latitude), regression analysis (price prediction), correlation analysis, etc.,

Content

The dataset has 1 CSV file with 18 columns -

rentfaster.csv (25k+ entries)

-**'rentfaster_id'** - id of property on https://www.rentfaster.com . Can be explore with www.rentfaster.ca/rentfaster_id -**'city'** - city of property like 'Toronto', 'Calgary', 'Vancuver' and etc. -**'province'** - province of property like 'Alberta', 'Ontario' and etc. -**'address'** - address of property like '333 Seymour St' and etc -**'latitude'** - latitude coordinate of rental property -**'longitude'** - longitude coordinate of rental property -**'lease_term'** - category of rental period like 'Long Term', 'Negotiable' and etc -**'type'** - category of type a rental property like 'House', 'Apartment', 'Basement' and etc -**'price'** - price in CAD -**'beds'** - count of bedrooms -**'baths'** - count of bathrooms -**'sq_feet'** - area of rental property in square feets -**'link'** - right side of url for getting full details of the property rentfaster.com+'link' -**'furnishing'** - Furnished or not -**'availability_date'** - Date of availability -**'smoking'** - is allow smoke -**'cats'** - is allow cats -**'dogs'** - is allow dogs

This table contains data described by the following dimensions (Not all combinations are available): Geography (247 items: Carbonear; Newfoundland and Labrador; Corner Brook; Newfoundland and Labrador; Grand Falls-Windsor; Newfoundland and Labrador; Gander; Newfoundland and Labrador ...), Type of structure (4 items: Apartment structures of three units and over; Apartment structures of six units and over; Row and apartment structures of three units and over; Row structures of three units and over ...), Type of unit (4 items: Two bedroom units; Three bedroom units; One bedroom units; Bachelor units ...).

In 2023, the rental market in Canada saw the lowest vacancy rate for rental apartments during the observed period. Approximately 1.5 percent of apartments were unoccupied in 2023, down from 1.9 percent the year below. Saskatchewan was the province with the highest vacancy rate, whereas Prince Edward Island and Nova Scotia had the lowest share of unoccupied apartments.

Dataset Description: Vancouver Housing Data

The data folder contains structured property information extracted from real estate listings. It includes CSV files where each row represents a property with details such as price, location, size, number of bedrooms and bathrooms, and additional features like heating, cooling, and garage availability. This folder serves as the primary storage for processed real estate data, which can be used for market analysis, pricing trends, and investment insights.

Data Source

Website: Remax Canada Date: February 16th, 2025

Tools & Technologies Used

• requests: Fetches web pages containing housing data
• BeautifulSoup: Parses HTML to extract required information
• pandas: Stores, processes, and exports structured data
• numpy: Handles missing values and numerical processing
• tqdm: Provides a progress bar for tracking the scraping process
• concurrent.futures.ThreadPoolExecutor: Enables parallel requests for faster data collection

Features Collected

• Address Details: streetAddress, addressLocality, addressRegion, postalCode
• Geolocation: latitude, longitude
• Property Description: description
• Pricing Information: price, priceCurrency
• General Property Attributes: Beds, baths, square footage
• Additional Property Features: Heating, cooling, lot size, garage, year built, etc.

Potential Applications

Real Estate Market Analysis: Price trends, demand, and supply insights. Investment Decisions: Identifying profitable locations. Property Feature Analysis: Understanding what factors influence pricing.

Find the results from CMHC’s 2022 Rental Market Survey (presented in Microsoft Excel tables). These data tables complement the analysis found in the Rental Market Report. Data contained in these tables include: vacancy rate estimates average rents turnover rates universe counts These results are available for Canada, all provinces, and major centres. For 17 Canadian centres, the tables also include results from our Condominium Apartment Survey. This survey covers condominium apartments offered for rent on the secondary rental market in these centres. Datasets available for download

In 2020, the Canadian construction and industrial equipment rental market dropped to **** billion U.S. dollars in size. In comparison, the U.S. construction and industrial equipment rental market was sized at ** billion U.S. dollars in that year.

The Canada Residential Real Estate Market is Segmented by Property Type (Apartments & Condominiums and Villas & Landed Houses), Price Band (Affordable, Mid-Market and Luxury), Mode of Sale (Primary and Secondary), Business Model (Sales and Rental) and Region/Province (Ontario, Quebec, British Columbia, Alberta and Rest of Canada). The Market Forecasts are Provided in Terms of Value (USD).

Average rents for private row houses and apartments in urban centres with 2,500 to 10,000 people. Organized by centre and number of bedrooms to help rental market professionals make informed business decisions. Note: Data in this series is updated every 5 years in advance of each Census year. This table has been updated from January 28, 2021 to now reflect final data.

USD 6.29 Billion in 2024; projected USD 11.96 Billion by 2033; CAGR 7.41%.

Explore the Redfin Canada Properties Dataset, available in CSV format and extracted in April 2022. This comprehensive dataset offers detailed insights into the Canadian real estate market, including property listings, prices, square footage, number of bedrooms and bathrooms, and more. Covering various cities and provinces, it’s ideal for market analysis, investment research, and financial modeling.

Key Features:

• Property Details: Includes crucial data such as listing price, property type, square footage, number of bedrooms and bathrooms, and more.
• Geo-Location Data: Provides geographical coordinates, allowing for spatial analysis and mapping.
• Market Trends: Offers historical data to analyze price trends and market fluctuations.

Who Can Use This Dataset:

• Real Estate Professionals: Evaluate market trends and property values to better advise clients or guide investment decisions.
• Investors: Analyze the Canadian housing market to identify investment opportunities and potential returns.
• Data Analysts and Researchers: Use this dataset to study market dynamics, urban development, or economic factors influencing the real estate sector.
• Financial Analysts: Incorporate the data into financial models to forecast market behavior and investment outcomes.

Download the Redfin Canada Properties Dataset to access valuable information on the Canadian housing market, perfect for anyone involved in real estate, finance, or data analysis.

The rental vacancy rate represents the average number of residential rental units available per multifamily complex. The rate is positively correlated with homeownership rates and a high vacancy rate is indicative of low demand for renting. Data is sourced from the Canada Mortgage and Housing Corporation's Rental Market Survey.

The Canada Power Rental market is expected to grow with more than 8% CAGR from 2024 to 2029.

Historical market performance data including occupancy rates, average daily rates, and revenue trends

Canada Luxury Residential Real Estate Market Report is Segmented by Property Type (Apartments & Condominiums, Villas & Landed Houses), by Business Model (Sales and Rental), by Mode of Sale (Primary (New-Build) and Secondary (Existing-Home Resale)), and by Province (Ontario, British Columbia, and More). The Report Offers Market Size and Forecasts in Value (USD) for all the Above Segments.

North Vancouver was the most expensive Canadian city for one-bedroom apartment rentals, with a median rent of about ***** Canadian dollars in June 2025. Coquitlam followed behind with a median rent of ***** Canadian dollars.

This table contains data described by the following dimensions (Not all combinations are available): Geography (37 items: Census metropolitan areas; Saguenay; Quebec; Calgary; Alberta; Edmonton; Alberta ...).

Discover the latest trends and insights into Canada's thriving residential real estate market. Explore projected growth, key players, and regional variations in this comprehensive market analysis, covering apartments, condos, villas, and more in major cities like Toronto, Vancouver, and Montreal. Forecast to 2033. Recent developments include: October 2022: Dye & Durham Limited ("Dye & Durham") and Lone Wolf Technologies ("Lone Wolf") have announced a brand-new integration that was created specifically for CREA WEBForms powered by Transactions (TransactionDesk Edition) to enable access to and communication with legal services., September 2022: ApartmentLove Inc., based in Calgary, has recently acquired OwnerDirect.com and finalized a rental listing license agreement with a significant U.S. aggregator as part of its ongoing acquisition and partnership plans. In 30 countries, ApartmentLove (APLV-CN) offers online house, apartment, and vacation rental marketing services.. Key drivers for this market are: Population Growth is the main driving factor, Government Initiatives and Regulatory Aspects for the Residential Real Estate Sector. Potential restraints include: Population Growth is the main driving factor, Government Initiatives and Regulatory Aspects for the Residential Real Estate Sector. Notable trends are: Immigration Policies are Driving the Market.

Canada Truck Leasing & Rental Market was valued at USD 3.9 Billion in 2024 and is expected to reach USD 4.1 Billion by 2030 with a CAGR of 2.1%.

A housing market prediction that many experts agree on is that it will be a seller’s market. Home prices are expected to rise for some time due to increased demand and limited supply. Millennials are at the age to start investing in the real estate market for the first time. Hence, the demand for residential and commercial projects is rising with every passing day. The future of real estate will witness a rise in demand and limited supply, resulting in it being a seller’s market.

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Market Size statistics on the Apartment Rental industry in Canada