North America was home to the largest listed real estate market in 2024. The aggregate market size of the listed commercial real estate market in Canada and the United States amounted to *** trillion U.S. dollars as of December 2024. Listed real estate refers to real estate companies that are quoted on stock exchanges and receive income from real estate assets.

London maintains its dominance in European real estate with the highest prospect score of 2.66 for 2026, significantly ahead of Madrid and Paris, which scored 2.22 and 2.04, respectively. This ranking reflects a comprehensive assessment of factors that real estate investors consider crucial, including market size, economic performance, and connectivity. The gap between London and other major cities highlights its resilience despite Brexit concerns and points to continued investor confidence in the British capital's property market fundamentals. Key factors driving city rankings Market size, liquidity, and economic performance emerge as the most critical factors determining a city's investment attractiveness for 2026. London's top position is reinforced by its established market infrastructure and global connectivity, while Madrid and Paris benefit from strong economic forecasts. However, investors face mounting challenges that could impact these markets, with construction costs, capital expenditure requirements, and increasing environmental sustainability regulations cited as major concerns. Industry experts note that these factors could particularly affect development-heavy investments in emerging European markets. (1062070, 376877) Sectoral growth opportunities Data centers represent the most promising real estate investment sector in Europe for 2026, with London, Frankfurt, and Dublin emerging as primary destinations due to their growing data center capacity. New energy infrastructure and student housing follow closely as high-potential sectors. This trend reflects the broader shift toward technology-driven and specialized real estate assets. While traditional suburban offices face diminishing prospects, cities with strong digital infrastructure like London and Frankfurt are positioned to capitalize on the demand for data-focused real estate developments, potentially strengthening their overall market position in the coming years.

The global residential real estate market size is projected to grow from USD 11.619 trillion in 2025 to USD 23.493 trillion by 2033, exhibiting a CAGR of 9.2%.
Report Scope:

Success.ai’s Commercial Real Estate Data and B2B Contact Data for Global Real Estate Professionals is a comprehensive dataset designed to connect businesses with industry leaders in real estate worldwide. With over 170M verified profiles, including work emails and direct phone numbers, this solution ensures precise outreach to agents, brokers, property developers, and key decision-makers in the real estate sector.

Utilizing advanced AI-driven validation, our data is continuously updated to maintain 99% accuracy, offering actionable insights that empower targeted marketing, streamlined sales strategies, and efficient recruitment efforts. Whether you’re engaging with top real estate executives or sourcing local property experts, Success.ai provides reliable and compliant data tailored to your needs.

Key Features of Success.ai’s Real Estate Professional Contact Data

• Comprehensive Industry Coverage Gain direct access to verified profiles of real estate professionals across the globe, including:

1. Real Estate Agents: Professionals facilitating property sales and purchases.
2. Brokers: Key intermediaries managing transactions between buyers and sellers.
3. Property Developers: Decision-makers shaping residential, commercial, and industrial projects.
4. Real Estate Executives: Leaders overseeing multi-regional operations and business strategies.
5. Architects & Consultants: Experts driving design and project feasibility.

• Verified and Continuously Updated Data

AI-Powered Validation: All profiles are verified using cutting-edge AI to ensure up-to-date accuracy. Real-Time Updates: Our database is refreshed continuously to reflect the most current information. Global Compliance: Fully aligned with GDPR, CCPA, and other regional regulations for ethical data use.

• Customizable Data Delivery Tailor your data access to align with your operational goals:

API Integration: Directly integrate data into your CRM or project management systems for seamless workflows. Custom Flat Files: Receive detailed datasets customized to your specifications, ready for immediate application.

Why Choose Success.ai for Real Estate Contact Data?

• Best Price Guarantee Enjoy competitive pricing that delivers exceptional value for verified, comprehensive contact data.

• Precision Targeting for Real Estate Professionals Our dataset equips you to connect directly with real estate decision-makers, minimizing misdirected efforts and improving ROI.

• Strategic Use Cases

  Lead Generation: Target qualified real estate agents and brokers to expand your network. Sales Outreach: Engage with property developers and executives to close high-value deals. Marketing Campaigns: Drive targeted campaigns tailored to real estate markets and demographics. Recruitment: Identify and attract top talent in real estate for your growing team. Market Research: Access firmographic and demographic data for in-depth industry analysis.

• Data Highlights 170M+ Verified Professional Profiles 50M Work Emails 30M Company Profiles 700M Global Professional Profiles

• Powerful APIs for Enhanced Functionality

  Enrichment API Ensure your contact database remains relevant and up-to-date with real-time enrichment. Ideal for businesses seeking to maintain competitive agility in dynamic markets.

Lead Generation API Boost your lead generation with verified contact details for real estate professionals, supporting up to 860,000 API calls per day for robust scalability.

• Use Cases for Real Estate Contact Data

1. Targeted Outreach for New Projects Connect with property developers and brokers to pitch your services or collaborate on upcoming projects.

2. Real Estate Marketing Campaigns Execute personalized marketing campaigns targeting agents and clients in residential, commercial, or industrial sectors.

3. Enhanced Sales Strategies Shorten sales cycles by directly engaging with decision-makers and key stakeholders.

4. Recruitment and Talent Acquisition Access profiles of highly skilled professionals to strengthen your real estate team.

5. Market Analysis and Intelligence Leverage firmographic and demographic insights to identify trends and optimize business strategies.

• What Makes Us Stand Out? >> Unmatched Data Accuracy: Our AI-driven validation ensures 99% accuracy for all contact details. >> Comprehensive Global Reach: Covering professionals across diverse real estate markets worldwide. >> Flexible Delivery Options: Access data in formats that seamlessly fit your existing systems. >> Ethical and Compliant Data Practices: Adherence to global standards for secure and responsible data use.

Success.ai’s B2B Contact Data for Global Real Estate Professionals delivers the tools you need to connect with the right people at the right time, driving efficiency and success in your business operations. From agents and brokers to property developers and executiv...

This statistic presents a ranking of real estate investors opinions, regarding global regions or markets in that offer best opportunities for real estate investment, as of **********. Western Europe leads the poll, with ** percent of investors agreeing that this market offers the best opportunities for real estate investment.

Residential Real Estate Market is Segmented by Property Type (Apartments & Condominiums, and Landed Houses & Villas), by Price Band (Affordable, Mid-Market, and Luxury/Super-prime), by Business Model (Sales and Rental), by Mode of Sale (Primary and Secondary), and by Region (North America, South America, Europe, Asia-Pacific, and Middle East & Africa). The Market Forecasts are Provided in Terms of Value (USD).

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Description:

A simple yet challenging project, to predict the housing price based on certain factors like house area, bedrooms, furnished, nearness to mainroad, etc. The dataset is small yet, it's complexity arises due to the fact that it has strong multicollinearity. Can you overcome these obstacles & build a decent predictive model?

Acknowledgement:

Harrison, D. and Rubinfeld, D.L. (1978) Hedonic prices and the demand for clean air. J. Environ. Economics and Management 5, 81–102. Belsley D.A., Kuh, E. and Welsch, R.E. (1980) Regression Diagnostics. Identifying Influential Data and Sources of Collinearity. New York: Wiley.

Objective:

• Understand the Dataset & cleanup (if required).
• Build Regression models to predict the sales w.r.t a single & multiple feature.
• Also evaluate the models & compare thier respective scores like R2, RMSE, etc.

Success.ai’s Commercial Real Estate Data for Commercial Real Estate Professionals in Europe provides a highly detailed dataset tailored for businesses looking to engage with key decision-makers in the European commercial real estate market. Covering developers, property managers, brokers, and investors, this dataset includes verified contact data, decision-maker insights, and firmographic details to empower your outreach and strategic initiatives.

With access to over 700 million verified global profiles and data from 70 million businesses, Success.ai ensures your marketing, sales, and partnership efforts are powered by accurate, continuously updated, and AI-validated data. Supported by our Best Price Guarantee, this solution is indispensable for navigating Europe’s thriving commercial real estate sector.

Why Choose Success.ai’s Commercial Real Estate Data?

1. Verified Contact Data for Targeted Outreach

   • Access verified work emails, phone numbers, and LinkedIn profiles of property developers, brokers, asset managers, and investment leads.
   • AI-driven validation ensures 99% accuracy, reducing communication errors and improving outreach effectiveness.

2. Comprehensive Coverage Across Europe’s Real Estate Sector

   • Includes profiles from major European real estate markets such as the UK, Germany, France, Italy, and the Netherlands.
   • Gain insights into regional market dynamics, investment opportunities, and commercial real estate trends.

3. Continuously Updated Datasets

   • Real-time updates capture leadership changes, market expansions, and emerging property developments.
   • Stay aligned with the fast-evolving commercial real estate market and seize opportunities effectively.

4. Ethical and Compliant

   • Adheres to GDPR, CCPA, and other global data privacy regulations, ensuring responsible use of data and compliance with legal standards.

Data Highlights:

• 700M+ Verified Global Profiles: Connect with decision-makers, property managers, and brokers in Europe’s commercial real estate sector.
• 70M Business Profiles: Access detailed firmographic data, including company sizes, revenue ranges, and geographic footprints.
• Leadership Insights: Engage with CEOs, asset managers, and real estate directors driving strategic decisions.
• Market Intelligence: Gain visibility into property development projects, investment trends, and regional opportunities.

Key Features of the Dataset:

1. Decision-Maker Profiles in Real Estate

   • Identify and connect with executives, brokers, and property managers overseeing transactions, asset management, and investment strategies.
   • Target professionals responsible for property acquisitions, leasing, and development.

2. Firmographic and Geographic Insights

   • Access detailed business information, including company structures, geographic locations, and market specializations.
   • Pinpoint key players in specific regions and align outreach with localized market needs.

3. Advanced Filters for Precision Campaigns

   • Filter companies by industry focus (commercial properties, retail, industrial), revenue size, or project scope.
   • Tailor your campaigns to address specific challenges, such as tenant retention, sustainability initiatives, or market expansion.

4. AI-Driven Enrichment

   • Profiles enriched with actionable data allow for personalized messaging, highlight unique value propositions, and improve engagement outcomes with real estate professionals.

Strategic Use Cases:

1. Sales and Lead Generation

   • Present property management tools, software solutions, or investment opportunities to real estate firms and property managers.
   • Build relationships with brokers and developers seeking innovative solutions to streamline operations or enhance profitability.

2. Market Research and Competitive Analysis

   • Analyze trends in Europe’s commercial real estate market to guide product development and marketing strategies.
   • Benchmark against competitors to identify growth opportunities, underserved segments, and high-value properties.

3. Partnership Development and Investment Insights

   • Engage with property developers, asset managers, and brokers exploring strategic partnerships or new investment opportunities.
   • Foster alliances that expand market reach, improve property performance, or drive higher returns.

4. Recruitment and Workforce Solutions

   • Target HR professionals and hiring managers recruiting for roles in property management, real estate finance, or asset development.
   • Provide workforce optimization tools, training platforms, or recruitment services tailored to the commercial real estate sector.

Why Choose Success.ai?

1. Best Price Guarantee
   • Access premium-quality commercial real estate data at competitive prices, ensuring strong ROI for your marketing, sales, and business development efforts. ...

Discover the booming Latin American residential real estate market! This in-depth analysis reveals a $477.77M (2025) market with an 8.32% CAGR, driven by urbanization and economic growth. Explore key trends, challenges, and top players in Mexico, Brazil, Colombia, and beyond. Invest wisely with our comprehensive market insights. Recent developments include: November 2023: CBRE, a prominent global consultancy and real estate services firm, unveiled its latest initiative, the Latam-Iberia platform. The platform's primary goal is to reinvigorate the real estate markets in Europe and Latin America while fostering investment ties between the two regions. By enhancing business collaborations and amplifying the visibility of real estate solutions, CBRE aims to catalyze growth in the sector., May 2023: CJ do Brasil, a subsidiary of multinational firm CJ Bio, completed its USD 57 million plant expansion in Piracicaba, 160 km from Brazil's capital. CJ Bio is renowned for its expertise in amino acid production. The expansion is projected to create 650 new job opportunities, and the investment also encompasses the establishment of residential, research, and development centers.. Key drivers for this market are: Increase in Population is Boosting the Residential Real Estate Market, Rapid Growth in Urbanization. Potential restraints include: Accelerated Increase in Construction Costs. Notable trends are: Increase in Urbanization Boosting Demand for Residential Real Estate.

Key information about House Prices Growth

• US house prices grew 3.3% YoY in Sep 2025, following an increase of 4.1% YoY in the previous quarter.
• YoY growth data is updated quarterly, available from Mar 1992 to Sep 2025, with an average growth rate of -12.4%.
• House price data reached an all-time high of 17.7% in Sep 2021 and a record low of -12.4% in Dec 2008.

Turkey experienced the highest annual change in house prices in 2025, followed by North Macedonia and Portugal. In the second quarter of the year, the nominal house price in Turkey grew by **** percent, while in North Macedonia and Portugal, the increase was **** and **** percent, respectively. Meanwhile, some countries saw prices fall throughout the year. That has to do with an overall cooling of the global housing market that started in 2022. When accounting for inflation, house price growth was slower, and even more countries saw the market shrink.

Learn more about the Residential Real Estate Market Report by Market Research Intellect, which stood at USD 4.8 trillion in 2024 and is forecast to expand to USD 7.1 trillion by 2033, growing at a CAGR of 5.5%.Discover how new strategies, rising investments, and top players are shaping the future.

Discover the booming rental housing market! Explore key trends, drivers, and challenges impacting this multi-trillion dollar industry. Learn about top players like Airbnb and Zillow, regional market share, and future growth projections to 2033. Get insights to inform your investment or business strategy.

The Digital Twin Real Estate Sales Solutions market is rapidly evolving, integrating advanced technologies to reshape how properties are marketed, sold, and managed. At its core, a digital twin is a virtual representation of a physical property that allows stakeholders to visualize, analyze, and modify real estate a

Discover the latest trends and insights into the booming European commercial real estate market. Projected to reach $2 trillion by 2033, this report analyzes market size, CAGR, key drivers, and regional variations, featuring top players like Blackstone and Hines. Explore the opportunities and challenges across office, retail, industrial, and other sectors. Recent developments include: December 2023: Blackstone, the world’s largest commercial real estate owner, announced plans to grow its footprint in Europe, with an emphasis on data centers, warehouses, and student accommodation. Blackstone’s London office locations are more flexible than those of WeWork due to its majority ownership of The Office Group, which partnered with Fora (part of its parent brand). The Office Group has more than 70 offices, with 61 in Central London.December 2023: MEININGER, the world’s largest hotel operator, announced plans to expand into Edinburgh after signing an agreement with property development firm S Harrison to turn a 1970s office block in the city’s Haymarket into a beautiful new hotel. S Harrison, based in York, purchased Osborne House in late 2018 and has since worked with Edinburgh’s Comprehensive Design Architects to develop the building’s transformational plans. The new hotel is expected to have a total of 157 bedrooms and include a ground-floor bar and lounge.. Key drivers for this market are: Increasing immigration driving the market, Increase in supply of commercial properties driving the market. Potential restraints include: Increasing immigration driving the market, Increase in supply of commercial properties driving the market. Notable trends are: The Retail Segment is Experiencing Lucrative Growth.

Portugal, Canada, and the United States were the countries with the highest house price to income ratio in 2024. In all three countries, the index exceeded 130 index points, while the average for all OECD countries stood at 116.2 index points. The index measures the development of housing affordability and is calculated by dividing nominal house price by nominal disposable income per head, with 2015 set as a base year when the index amounted to 100. An index value of 120, for example, would mean that house price growth has outpaced income growth by 20 percent since 2015. How have house prices worldwide changed since the COVID-19 pandemic? House prices started to rise gradually after the global financial crisis (2007–2008), but this trend accelerated with the pandemic. The countries with advanced economies, which usually have mature housing markets, experienced stronger growth than countries with emerging economies. Real house price growth (accounting for inflation) peaked in 2022 and has since lost some of the gain. Although, many countries experienced a decline in house prices, the global house price index shows that property prices in 2023 were still substantially higher than before COVID-19. Renting vs. buying In the past, house prices have grown faster than rents. However, the home affordability has been declining notably, with a direct impact on rental prices. As people struggle to buy a property of their own, they often turn to rental accommodation. This has resulted in a growing demand for rental apartments and soaring rental prices.

Description

Welcome to the "Real Estate Market Insights: Magic Bricks Web Scraped Dataset" available on Kaggle! This comprehensive dataset provides a wealth of information on real estate properties extracted from the popular real estate portal, Magic Bricks. With this dataset, you can explore and analyze the dynamic and ever-changing landscape of the real estate market.

Dataset Overview:

This dataset comprises meticulously scraped data from Magic Bricks, a prominent platform for buying, selling, and renting real estate properties in various regions. The dataset is regularly updated to ensure it reflects the most current market conditions and trends.

Key Features:

• Property Details: Gain access to a wide range of property details, including property type (apartment, house, commercial, etc.), location, size, and more.
• Price Information: Explore property prices, including listing price, area-based pricing, and price trends.
• Property Amenities: Discover the amenities and features associated with each property, from the number of bedrooms and bathrooms to parking availability and more.
• Property Status: Determine whether a property is available for sale, rent, or lease.

Use Cases:

• Market Analysis: Use this dataset to perform in-depth market analysis to understand price trends, property demand, and supply dynamics.
• Investment Opportunities: Identify potential investment opportunities in different regions based on price trends and property types.
• Location-Based Insights: Explore how property prices and amenities vary across different localities and cities.
• Real Estate Research: Use this dataset for academic research, business strategies, or data-driven decision-making.

Data Collection Method:

The dataset was collected using web scraping techniques, ensuring that it captures a wide array of properties listed on the Magic Bricks platform. Data integrity and accuracy are maintained through regular updates and quality checks.

Data Format:

The dataset is provided in a CSV format, making it easy to import and analyze using various data analysis tools and programming languages.

Disclaimer:

Please note that this dataset is for research and analytical purposes only. It is advisable to verify the data with Magic Bricks or other reliable sources before making any real estate transactions or investment decisions.

The Real Estate Investment Management Software (REIMS) market has emerged as a pivotal player in the modern real estate landscape, offering a sophisticated suite of tools that streamline investment processes, enhance operational efficiency, and improve decision-making for real estate investors and portfolio managers

The global real estate lease market is booming, projected to reach [estimated 2033 market size] by 2033, with a CAGR of 7.2%. Learn about key drivers, trends, and top players like CBRE, JLL, and Cushman & Wakefield in this comprehensive market analysis. Discover lucrative investment opportunities in commercial and residential leasing.

The luxury real estate market represents a dynamic and lucrative segment of the overall real estate industry, characterized by high-end properties that cater to affluent buyers seeking exclusivity, exceptional quality, and sophisticated amenities. Defined typically by properties priced at or above a specific thresho