Nothing is more personal than home. In order to form a meaningful connection with a relevant audience, real estate and home services brands turn to data to fuel a wide variety of strategies.
TRAK's US Real Estate dataset includes enough rich home and real estate focused variables to power highly customizable analytics and direct marketing strategies. Our data is deep and wide, covering everything from financing information to the number of rooms in a home.
There are also the table stakes variables useful for a variety of industries like new movers, homeowners vs. renters, and in-market for a home purchase (premovers).
We work closely with marketers and data teams to recommend an ideal volume and depth of attributes to empower them to crush their goals. Whether it's limiting the geographic area to your market territories, or removing variables that won't have an impact on your business, we right size the data for your organization's needs. At a high level, key categories in our data set includes:
✔ Home Financing Details ✔ Home Ownership vs Renters ✔ In-Market for a Home ✔ Property Type ✔ Home Attributes ✔ Real Estate Investing ✔ New Mover
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Explore the Redfin USA Properties Dataset, available in CSV format. This extensive dataset provides valuable insights into the U.S. real estate market, including detailed property listings, prices, property types, and more across various states and cities. Perfect for those looking to conduct in-depth market analysis, real estate investment research, or financial forecasting.
Key Features:
Who Can Benefit From This Dataset:
Download the Redfin USA Properties Dataset to access essential information on the U.S. housing market, ideal for professionals in real estate, finance, and data analytics. Unlock key insights to make informed decisions in a dynamic market environment.
Looking for deeper insights or a custom data pull from Redfin?
Send a request with just one click and explore detailed property listings, price trends, and housing data.
🔗 Request Redfin Real Estate Data
Zillow Properties Listing dataset to access detailed real estate listings, including property prices, locations, and features. Popular use cases include market analysis, property valuation, and investment decision-making in the real estate sector.
Use our Zillow Properties Listing Information dataset to access detailed real estate listings, including property features, pricing trends, and location insights. This dataset is perfect for real estate agents, investors, market analysts, and property developers looking to analyze housing markets, identify investment opportunities, and assess property values.
Leverage this dataset to track pricing patterns, compare property features, and forecast market trends across different regions. Whether you're evaluating investment prospects or optimizing property listings, the Zillow Properties dataset offers essential information for making data-driven real estate decisions.
Northern Virginia was the most popular market among investors targeting data center real estate in Northern America in 2024. About ** percent of the respondents in a survey conducted in January that year were interested in investing in data centers in Northern Virginia. Dallas-Ft. Worth and Atlanta also stood out as some of the most preferred destinations for data center investment.
Autoscraping's Zillow USA Real Estate Data is a comprehensive and meticulously curated dataset that covers over 10 million property listings across the United States. This data product is designed to meet the needs of professionals across various sectors, including real estate investment, market analysis, urban planning, and academic research. Our dataset is unique in its depth, accuracy, and timeliness, ensuring that users have access to the most relevant and actionable information available.
What Makes Our Data Unique? The uniqueness of our data lies in its extensive coverage and the precision of the information provided. Each property listing is enriched with detailed attributes, including but not limited to, full addresses, asking prices, property types, number of bedrooms and bathrooms, lot size, and Zillow’s proprietary value and rent estimates. This level of detail allows users to perform in-depth analyses, make informed decisions, and gain a competitive edge in their respective fields.
Furthermore, our data is continually updated to reflect the latest market conditions, ensuring that users always have access to current and accurate information. We prioritize data quality, and each entry is carefully validated to maintain a high standard of accuracy, making this dataset one of the most reliable on the market.
Data Sourcing: The data is sourced directly from Zillow, one of the most trusted names in the real estate industry. By leveraging Zillow’s extensive real estate database, Autoscraping ensures that users receive data that is not only comprehensive but also highly reliable. Our proprietary scraping technology ensures that data is extracted efficiently and without errors, preserving the integrity and accuracy of the original source. Additionally, we implement strict data processing and validation protocols to filter out any inconsistencies or outdated information, further enhancing the quality of the dataset.
Primary Use-Cases and Vertical Applications: Autoscraping's Zillow USA Real Estate Data is versatile and can be applied across a variety of use cases and industries:
Real Estate Investment: Investors can use this data to identify lucrative opportunities, analyze market trends, and compare property values across different regions. The detailed pricing and valuation data allow for comprehensive due diligence and risk assessment.
Market Analysis: Market researchers can leverage this dataset to track real estate trends, evaluate the performance of different property types, and assess the impact of economic factors on property values. The dataset’s nationwide coverage makes it ideal for both local and national market studies.
Urban Planning and Development: Urban planners and developers can use the data to identify growth areas, plan new developments, and assess the demand for different property types in various regions. The detailed location data is particularly valuable for site selection and zoning analysis.
Academic Research: Universities and research institutions can utilize this data for studies on housing markets, urbanization, and socioeconomic trends. The comprehensive nature of the dataset allows for a wide range of academic applications.
Integration with Our Broader Data Offering: Autoscraping's Zillow USA Real Estate Data is part of our broader data portfolio, which includes various datasets focused on real estate, market trends, and consumer behavior. This dataset can be seamlessly integrated with our other offerings to provide a more holistic view of the market. For example, combining this data with our consumer demographic datasets can offer insights into the relationship between property values and demographic trends.
By choosing Autoscraping's data products, you gain access to a suite of complementary datasets that can be tailored to meet your specific needs. Whether you’re looking to gain a comprehensive understanding of the real estate market, identify new investment opportunities, or conduct advanced research, our data offerings are designed to provide you with the insights you need.
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Graph and download economic data for Rest of the World; Foreign Direct Investment in U.S. Real Estate Business (Market Value); Asset, Revaluation (BOGZ1FR265014003A) from 1946 to 2024 about FDI, revaluation, real estate, assets, and USA.
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High-quality, free real estate dataset from all around the United States, in CSV format. Over 10.000 records relevant to Real Estate investors, agents, and data scientists. We are working on complete datasets from a wide variety of countries. Don't hesitate to contact us for more information.
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The U.S. residential real estate market, while exhibiting a relatively modest Compound Annual Growth Rate (CAGR) of 2.04%, reveals a dynamic landscape influenced by several key factors. The market size in 2025 is estimated to be significant, given the historical data (2019-2024) and current market conditions. Strong drivers include sustained population growth, particularly in desirable urban and suburban areas, increasing household formations among millennials and Gen Z, and ongoing demand for housing across various property types. The preference for apartments and condominiums continues to be a significant segment, driven by urbanization and lifestyle choices. Conversely, landed houses and villas maintain robust demand, especially in specific regions and among those seeking larger living spaces and more privacy. While a precise market size for 2025 isn't provided, extrapolating from a reasonable assumption of a multi-trillion-dollar market and a 2.04% CAGR suggests a substantial figure. Market trends point towards a continued, albeit measured, growth trajectory. Factors such as rising interest rates and inflation exert some restraint on market expansion, potentially tempering the pace of price appreciation. However, these challenges are offset by the limited housing inventory in many areas, causing sustained competition and upward pressure on prices. The competitive landscape includes major players like Simon Property Group, Mill Creek Residential, and other prominent firms, underscoring the robust and well-established nature of this sector. While the provided regional data is incomplete for Latin America, a national perspective reveals a highly fragmented market, with regional variations in growth rates and price fluctuations depending on local economic conditions, demographics, and job markets. This dynamic interplay of factors suggests a resilient, though not explosive, future for the U.S. residential real estate market in the forecast period (2025-2033). This in-depth report provides a comprehensive analysis of the Residential Real Estate Market in the United States, covering market dynamics, growth trends, dominant segments, and key players. With a study period spanning 2019-2033, a base year of 2025, and a forecast period of 2025-2033, this report offers invaluable insights for industry professionals, investors, and stakeholders seeking to navigate this dynamic market. The report analyzes the market across various segments, including Apartments and Condominiums, and Landed Houses and Villas, providing detailed market sizing in million units. Parent Market: US Real Estate Market Child Market: Residential Real Estate Recent developments include: May 2022: Resource REIT Inc. completed the sale of all of its outstanding shares of common stock to Blackstone Real Estate Income Trust Inc. for USD 14.75 per share in an all-cash deal valued at USD 3.7 billion, including the assumption of the REIT's debt., February 2022: The largest owner of commercial real estate in the world and private equity company Blackstone is growing its portfolio of residential rentals and commercial properties in the United States. The company revealed that it would shell out about USD 6 billion to buy Preferred Apartment Communities, an Atlanta-based real estate investment trust that owns 44 multifamily communities and roughly 12,000 homes in the Southeast, mostly in Atlanta, Nashville, Charlotte, North Carolina, and the Florida cities of Jacksonville, Orlando, and Tampa.. Key drivers for this market are: Investment Plan Towards Urban Rail Development. Potential restraints include: Italy’s Fragmented Approach to Tenders. Notable trends are: Existing Home Sales Witnessing Strong Growth.
Real estate is a dynamic and ever-evolving industry that relies heavily on data to make informed decisions. One of the fundamental aspects of this industry is real estate listing data. This data encompasses detailed information about properties that are available for sale or rent in a given market. It plays a pivotal role in assisting buyers, sellers, real estate professionals, and investors in making well-informed choices. In this data brief, we will provide an overview of what real estate listing data is and highlight five key industry use cases.
Real Estate Listings Data Includes:
Unlock the potential of comprehensive property insights with BatchService’s basic property dataset featuring over 155 million property profiles across the United States, perfect for real estate investors, home service providers and proptech companies.
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The United States real estate brokerage market, valued at $197.33 billion in 2025, is projected to experience steady growth, exhibiting a Compound Annual Growth Rate (CAGR) of 2.10% from 2025 to 2033. This growth is driven by several key factors. A robust housing market, fueled by increasing population and urbanization, continues to generate significant demand for brokerage services. Technological advancements, such as improved online platforms and data analytics, are streamlining operations and enhancing efficiency for both brokers and consumers. The rise of iBuyers and proptech companies, while posing some competition, also contribute to market expansion by creating innovative solutions and attracting a broader customer base. Furthermore, a shift toward specialized services, catering to niche markets like luxury properties or commercial real estate, is expected to contribute to market diversification and growth. The market is segmented into residential and non-residential sectors, with sales and rental services further dividing each segment. Major players such as Keller Williams, RE/MAX, Coldwell Banker, and Berkshire Hathaway Home Services maintain significant market shares, competing through brand recognition, extensive networks, and technological capabilities. However, certain restraints are present. Interest rate fluctuations and economic uncertainty can impact buyer confidence and consequently, transaction volume. Increasing regulatory scrutiny and compliance costs also add operational challenges for brokerage firms. Competition from independent agents and disruptive technologies demands continuous adaptation and innovation to maintain market competitiveness. The residential segment is expected to remain the largest, driven by consistent demand, while the non-residential sector may show slightly slower growth given fluctuations in commercial investment and development cycles. The sales segment will likely maintain its predominance, although the rental market is anticipated to see growth, reflecting evolving consumer preferences and rental market trends. The ongoing evolution of the market will likely see greater consolidation among larger firms and an increased focus on technological solutions, enhancing transparency, customer experience, and overall market efficiency. This comprehensive report provides an in-depth analysis of the United States real estate brokerage market, covering the period from 2019 to 2033. It leverages extensive market research and data analysis to offer valuable insights into market trends, growth drivers, challenges, and key players. The report is essential for investors, industry professionals, and anyone seeking a comprehensive understanding of this dynamic sector. The base year for this analysis is 2025, with estimations for 2025 and forecasts extending to 2033, utilizing historical data from 2019-2024. Search terms optimized for maximum visibility include: real estate brokerage, US real estate market, real estate trends, residential real estate, commercial real estate, real estate agents, real estate investment, real estate technology, M&A real estate, and real estate market analysis. Recent developments include: May 2024: Compass Inc., the leading residential real estate brokerage by sales volume in the United States, acquired Parks Real Estate, Tennessee's top residential real estate firm that boasts over 1,500 agents. Known for its strategic acquisitions and organic growth, Compass's collaboration with Parks Real Estate not only enriches its agent pool but also grants these agents access to Compass's cutting-edge technology and a vast national referral network., April 2024: Compass has finalized its acquisition of Latter & Blum, a prominent brokerage firm based in New Orleans. Latter & Blum, known for its strong foothold in Louisiana and other Gulf Coast metros, has now become a part of Compass. This strategic move not only solidifies Compass' presence in the region but also propels it to a significant market share, estimated at around 15% in New Orleans.. Key drivers for this market are: 4., Increasing Urbanization Driving the Market4.; Regulatory Environment Driving the market. Potential restraints include: 4., Increasing Urbanization Driving the Market4.; Regulatory Environment Driving the market. Notable trends are: Industrial Sector Leads Real Estate Absorption, Retail Tightens Vacancy Rates.
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The Real Estate Investment Trust (REIT) industry has witnessed significant transformation with the surge of data center REITs as a crucial asset class. Demand for hyperscale and edge computing facilities has been propelled by advancements in technologies such as artificial intelligence (AI) and 5G, supported by industry giants like Digital Realty and Equinix. Office REITs are recovering, facilitated by up-cycling in 2024 because of more significant leasing activity and return-to-office mandates. Strategically placed office spaces in urban cores are seeing increased demand, boosting property valuations and lease renewals, instilling renewed investor confidence in REITs. Through the end of 2025, industry revenue climbed at a CAGR of 0.9% to $243.7 billion, including a 4.4% gain in 2025 alone, when profit will reach 23.5%. The REIT industry has also seen marked consolidation activity. Despite elevated interest rates, publicly traded REITs raised $84.7 billion in 2024, signaling a strong appetite for acquisitions and displaying the benefits of having scope, scale and a robust operating platform. A strong PropTech adoption trend is evident, with AI, IoT and blockchain integrated into property operations to improve efficiency, reduce costs and enhance tenant experiences. This drive toward innovation helps the industry to better navigate economic challenges like elevated interest rates and inflation. Through the end of 2030, the REIT industry is expected to see favorable developments. Interest rates are expected to moderate over the next five years, easing borrowing costs for REITs and positively affecting their acquisitions and development strategies. Demand for healthcare-related properties will strengthen because of an aging US population and healthcare REIT's position as a resilient sector. The importance of data centers as a REIT asset class will gain, driven by the continuous advancements in AI and increased data operation transfers to the cloud. With an environment conducive to mergers and acquisitions, consolidation will continue, creating fewer but more substantial REITs that are better armed to navigate economic uncertainties and capitalize on sector-specific tailwinds. Industry revenue will climb at a CAGR of 1.6% to $264.0 billion through the end of 2030.
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The real estate investor reporting software market is experiencing robust growth, driven by the increasing need for efficient data management and insightful analytics among real estate investors. The market's expansion is fueled by several factors, including the rising adoption of cloud-based solutions offering scalability and accessibility, a surge in technological advancements providing more sophisticated reporting capabilities, and the growing preference for data-driven decision-making in real estate investments. The market is segmented by deployment type (cloud-based and on-premises) and user type (SMEs and large enterprises), with cloud-based solutions gaining significant traction due to their cost-effectiveness and flexibility. Large enterprises are currently the dominant segment, but SMEs are exhibiting accelerated adoption rates, suggesting a significant growth opportunity in this sector. Geographic expansion is also a key driver, with North America currently leading the market, followed by Europe and Asia Pacific. However, emerging markets in regions like Asia Pacific and the Middle East and Africa are showing promising growth potential due to increasing investment activity and technological advancements. Competitive pressures exist among various software providers, leading to innovations in features, pricing, and customer support. The market's future growth will be influenced by factors such as the overall health of the real estate market, technological advancements in AI and machine learning integration within reporting software, and the increasing regulatory scrutiny of data privacy and security. The current market size (2025) is estimated at $1.5 billion, projecting a Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033. This growth is anticipated to be propelled by the ongoing demand for streamlined reporting processes, advanced analytics, and improved decision-making capabilities within the real estate investment sector. The market will likely see increased competition as more players enter the space, leading to greater innovation and potentially more affordable options for investors. Growth will be strategically driven by focusing on the specific needs of various investor segments, offering tailored solutions for both small and large enterprises. Regions like Asia-Pacific and Latin America present untapped potential and will attract significant investment and development efforts in the coming years. The on-premises segment, while smaller, is expected to show moderate growth, driven mainly by large enterprises with stringent data security requirements.
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Graph and download economic data for Equity Real Estate Investment Trusts; Total Financial Assets, Level (BOGZ1FL644090085Q) from Q4 1945 to Q1 2025 about ereit, equity, assets, and USA.
BatchData's property listings data provides comprehensive insights with over 140 data points and nationwide listing data inclusive of For Sale By Owner (FSBO) listings across the United States. Updated daily in most markets, the data includes:
Common Use Cases: - Recruiting Teams: Enhance talent acquisition by analyzing agents' listing counts, close rates, property types, and client profiles. - Proptech Software & Marketplaces: Integrate current and historical listings to create detailed property profiles, advanced search features, and robust analytics. - Home Service Providers: Target marketing and outreach efforts to homeowners, whether they are preparing to move or have recently relocated. - Real Estate Agents & Investors: Identify undervalued properties, connect with buyers/sellers based on activity, analyze market trends, and develop effective marketing strategies.
Our property listings data can be delivered in a variety of formats to suit your needs. Choose from API integration for seamless, real-time data access, bulk data delivery for extensive datasets, S3 bucket storage for scalable cloud solutions, and more. This flexibility ensures that you can incorporate our comprehensive property information into your systems efficiently and effectively, whether you're building a new platform, enhancing existing tools, or conducting in-depth analyses.
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The US office real estate market, while facing headwinds from remote work adoption, demonstrates resilience and ongoing growth. The market size, estimated at $1.5 trillion in 2025, is projected to experience a compound annual growth rate (CAGR) exceeding 4% through 2033, driven by several key factors. Increased urbanization and population growth in major metropolitan areas fuel demand for office space, especially in sectors like Information Technology (IT and ITES), Manufacturing, and BFSI (Banking, Financial Services, and Insurance). Furthermore, the ongoing expansion of consulting firms and other service-based industries continues to contribute to this demand. However, the market faces challenges from evolving work models, with hybrid and remote work arrangements impacting overall occupancy rates. Technological advancements are also transforming the office landscape, pushing for more efficient and technologically advanced spaces, driving demand for renovations and new construction. Major players like Hitt Contracting, Kiewit Corporation, and others are navigating these trends, adapting their strategies to meet the changing needs of their clients. The market segment breakdown will likely reflect the ongoing growth in tech and service sectors, while traditional industries continue to hold significant shares, albeit with potentially slower growth rates. Regional differences will persist, with major metropolitan areas such as New York, Los Angeles, Chicago, and San Francisco likely continuing to dominate the market, but secondary and tertiary markets may experience slower, yet steady growth based on local economic conditions. The long-term forecast anticipates sustained growth, albeit at a potentially moderated pace, due to the evolving work landscape. Strategic investments in building renovations, advanced technologies, and flexible lease agreements are crucial for navigating the market's dynamics. The competition among major players will remain intense, with emphasis on providing value-added services and adapting to tenant preferences. Geographic diversification will be key for companies to mitigate risk and capitalize on growth opportunities across different regions. The successful firms will leverage data analytics, sustainability initiatives, and a deep understanding of tenant needs to thrive in this dynamic and evolving market. This comprehensive report provides an in-depth analysis of the USA office real estate industry, covering the period from 2019 to 2033. It offers invaluable insights into market size, segmentation, trends, and future growth projections, encompassing key sectors like Information Technology (IT and ITES), Manufacturing, BFSI (Banking, Financial Services, and Insurance), Consulting, and Other Services. With a focus on the estimated year 2025 and a forecast period extending to 2033, this report is essential for investors, developers, and industry professionals seeking to navigate the complexities of this dynamic market. The report utilizes a base year of 2025, with a historical period spanning 2019-2024 and a forecast period of 2025-2033. This detailed analysis leverages high-search-volume keywords, like commercial real estate, office space, USA office market, real estate investment trusts (REITs), and office leasing, to ensure maximum online visibility. Key drivers for this market are: Increasing Disposable Income and Middle-Class Expansion, Increased Awareness of Roofing Solutions. Potential restraints include: The presence of counterfeit or substandard roofing materials in the market poses a significant challenge, The roofing industry faces a shortage of skilled labor. Notable trends are: Increase in Leasing Volumes.
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According to Cognitive Market Research, the Global Real Estate Portfolio Management Software Solution market size will be USD 1684.2 million in 2024. It will expand at a compound annual growth rate (CAGR) of 5.50% from 2024 to 2031.
North America held the major market share for more than 40% of the global revenue with a market size of USD 673.68 million in 2024 and will grow at a compound annual growth rate (CAGR) of 3.7% from 2024 to 2031.
Europe accounted for a market share of over 30% of the global revenue with a market size of USD 505.26 million.
Asia Pacific held a market share of around 23% of the global revenue with a market size of USD 387.37 million in 2024 and will grow at a compound annual growth rate (CAGR) of 7.5% from 2024 to 2031.
Latin America had a market share of more than 5% of the global revenue with a market size of USD 84.21 million in 2024 and will grow at a compound annual growth rate (CAGR) of 4.9% from 2024 to 2031.
Middle East and Africa had a market share of around 2% of the global revenue and was estimated at a market size of USD 33.68 million in 2024 and will grow at a compound annual growth rate (CAGR) of 5.2% from 2024 to 2031.
The ERP is the fastest growing segment of the Real Estate Portfolio Management Software Solution industry
Market Dynamics of Real Estate Portfolio Management Software Solution Market
Key Drivers for Real Estate Portfolio Management Software Solution Market
Growing Need for Data-Driven Decision making to Boost Market Growth
The growing need for data-driven decision-making is significantly boosting the Real Estate Portfolio Management Software (REMS) market. With the increasing complexity of the real estate industry, stakeholders are adopting advanced software solutions that utilize artificial intelligence (AI), machine learning (ML), and data analytics to optimize investment strategies, enhance asset performance, and maintain regulatory compliance. These technologies facilitate real-time data analysis, predictive insights, and streamlined portfolio management, which lead to better operational efficiency and more informed decision-making. The integration of such tools ensures that real estate professionals can respond to market trends swiftly and make more accurate, strategic decisions. For instance, in August 2024, Home365 launched the ‘Profit Protect Plan,’ a service designed to enhance predictability in real estate investments by covering costs related to vacancy, delinquency, and property operations. (Source:https://markets.businessinsider.com/news/stocks/home365-launches-profit-protect-plan-to-enhance-real-estate-investment-predictability-1033710505)
Technological Advancements to Drive Market Growth
The integration of artificial intelligence (AI), machine learning (ML), and cloud-based solutions has transformed how real estate professionals manage portfolios. AI and ML enable predictive analytics, enhancing decision-making by forecasting market trends and property performance. Cloud platforms offer scalability and remote access, facilitating real-time collaboration and data sharing. These innovations streamline operations, improve efficiency, and provide deeper insights, making REMS an indispensable tool for modern real estate management. For instance, in November 2024, JLL and Slate Asset Management announced a joint venture to commercialize Slate's technology platform, resulting in JLL Asset Beacon—a SaaS platform that integrates data across asset management functions to provide real-time, end-to-end performance insights for real estate professionals. (Source:https://www.jll.com/en-us/newsroom/jll-and-slate-asset-management-announce-technology-joint-venture-to-tackle-data-challenges-for-real-estate-investors?)
Key Restraint for the Real Estate Portfolio Management Software Solution Market
High Initial Cost to Hamper Market Growth
The substantial initial investment required for implementing Real Estate Portfolio Management Software (REMS) poses a significant barrier to market growth. Expenses encompass software licensing, hardware infrastructure, data migration, integration with existing systems, and training, which can be prohibitive for small to medium-sized enterprises with limited budgets. This financial burden may deter potential adopters, hindering the widespread implementation of REMS solutions. Additionally, the co...
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The global investment management solution for real estate market is experiencing significant growth, with a market size projected to reach USD 18.5 billion by 2032, up from USD 9.7 billion in 2023, reflecting a robust compound annual growth rate (CAGR) of 6.5% over the forecast period. This growth is primarily driven by the increasing complexity of real estate transactions, the need for enhanced operational efficiency, and the rising demand for integrated and scalable solutions. The demand for these solutions is amplified by a growing global real estate market, which seeks innovative technologies to streamline operations, optimize investment portfolios, and enhance decision-making processes.
One major growth factor is the increasing digitization of the real estate sector, which demands more sophisticated investment management solutions. Technology advancements such as artificial intelligence, machine learning, and data analytics are leading the way in transforming traditional real estate processes, driving the need for advanced management solutions. These technologies enable real estate investors to gain better insights into market trends, enhance predictive analytics for property valuations, and improve risk management strategies. Additionally, the integration of blockchain technology in real estate transactions is expected to further propel the market, offering transparency, reduced fraud risk, and streamlined operations.
Another pivotal factor contributing to the market's expansion is the growing globalization of real estate investments. Investors are increasingly looking beyond domestic borders to diversify their portfolios, which necessitates robust investment management solutions capable of handling a wide range of assets across different geographies. This trend is particularly pronounced among institutional investors and corporations that manage extensive real estate portfolios. They require solutions that not only cater to diverse asset classes but also ensure compliance with varying international regulatory standards. This global outlook is driving the demand for comprehensive, scalable, and flexible investment management solutions tailored to meet the diverse needs of real estate investors worldwide.
The increasing focus on sustainability and ESG (Environmental, Social, and Governance) criteria within the real estate sector is also driving the market. Investors are not only seeking profitable ventures but also those that align with sustainable and ethical standards. This shift in investment ideology has led to the development of solutions that incorporate sustainability metrics and reporting capabilities. Real estate companies are now using these solutions to evaluate the environmental performance of their portfolios, identify areas for improvement, and attract environmentally conscious investors. Consequently, this focus on sustainability is expected to further drive the demand for advanced investment management solutions.
Regionally, North America is anticipated to maintain its dominance within the investment management solution for real estate market, owing to the region's robust technological infrastructure and the presence of key market players. Additionally, the increasing acceptance of digital solutions in real estate operations and the rising number of real estate transactions in the United States and Canada further support market growth. Meanwhile, the Asia Pacific region is projected to witness the fastest growth due to rapid urbanization, economic development, and increasing investments in commercial and residential properties. The real estate sectors in countries like China and India are expanding rapidly, creating a higher demand for effective investment management solutions. Moreover, Europe is also expected to contribute significantly to the market, driven by a mature real estate sector and strong emphasis on sustainable development practices.
The investment management solution for real estate market is segmented by components, primarily into software and services. Software solutions form the backbone of this market, offering a wide array of functionalities that streamline real estate investment processes. These software solutions include property management systems, financial analysis tools, predictive analytics, and portfolio management platforms. The demand for software is driven by the need for real-time data access, enhanced accuracy in financial forecasting, and improved asset management capabilities. As real estate transactions become more complex, the role of sophisticated software i
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United States Foreign Direct Investment Position: Outward: % of Total (FDI) Foreign Direct Investment: Total: Real Estate Activities data was reported at 0.693 % in 2023. This records a decrease from the previous number of 0.732 % for 2022. United States Foreign Direct Investment Position: Outward: % of Total (FDI) Foreign Direct Investment: Total: Real Estate Activities data is updated yearly, averaging 0.738 % from Dec 2011 (Median) to 2023, with 13 observations. The data reached an all-time high of 0.907 % in 2019 and a record low of 0.467 % in 2013. United States Foreign Direct Investment Position: Outward: % of Total (FDI) Foreign Direct Investment: Total: Real Estate Activities data remains active status in CEIC and is reported by Organisation for Economic Co-operation and Development. The data is categorized under Global Database’s United States – Table US.OECD.FDI: Foreign Direct Investment: % of Total FDI: by Industry: OECD Member: Annual. Reverse investment:Reverse investment in equity (when a direct investment enterprise acquires less than 10% equity ownership in its parent) cannot be identified but is believed to be extremely rare. Netting of reverse investment in debt (when a direct investment enterprise extends a loan to its parent) is applied in the recording of total inward and outward FDI transactions and positions. Treatment of debt FDI transactions and positions between fellow enterprises: directional basis according to the residency of the direct investor. FDI transactions and positions by partner country and by industry include resident Special Purpose Entities (SPEs), but they are not significant. Valuation method used for listed inward and outward equity positions: Book values. Valuation method used for unlisted inward and outward equity positions: Book value. Valuation method used for inward and outward debt positions: Book value.; FDI statistics are available by geographic allocation, vis-à-vis single partner countries worldwide and geographical and economic zones aggregates. Partner country allocation can be subject to confidentiality restrictions. Geographic allocation of inward and outward FDI transactions and positions is according to the immediate counterparty. Inward FDI positions according to the ultimate counterparty (the ultimate investing country) are also available and publishable. In the dataset 'FDI statistics by parner country and by industry - Summary', inward FDI positions are showed according to the UIC. Intercompany debt between related financial intermediaries, including permanent debt, are excluded from FDI transactions and positions. Direct investment relationships are identified according to the criteria of the Participation Multiplication Method (PMM) method. Debt between fellow enterprises are partially covered. Collective investment institutions are partially covered as direct investment enterprises. Non-profit institutions serving households are covered as direct investors. FDI statistics are available by industry sectors according to ISIC4 classification. Industry sector allocation can be subject to confidentiality restrictions. Inward FDI transactions and positions are allocated to the activity of the resident direct investment enterprise. Outward FDI transactions are allocated according to the activity of the resident direct investor. Outward FDI positions are allocated according to the activity of the non resident direct investment enterprise. Statistical unit: Local Enterprise Group.
Problem Statement 👉 Download the case studies here Investors and buyers in the real estate market faced challenges in accurately assessing property values and market trends. Traditional valuation methods were time-consuming and lacked precision, making it difficult to make informed investment decisions. A real estate firm sought a predictive analytics solution to provide accurate property price forecasts and market insights. Challenge Developing a real estate price prediction system involved… See the full description on the dataset page: https://huggingface.co/datasets/globosetechnology12/Real-Estate-Price-Prediction.
Nothing is more personal than home. In order to form a meaningful connection with a relevant audience, real estate and home services brands turn to data to fuel a wide variety of strategies.
TRAK's US Real Estate dataset includes enough rich home and real estate focused variables to power highly customizable analytics and direct marketing strategies. Our data is deep and wide, covering everything from financing information to the number of rooms in a home.
There are also the table stakes variables useful for a variety of industries like new movers, homeowners vs. renters, and in-market for a home purchase (premovers).
We work closely with marketers and data teams to recommend an ideal volume and depth of attributes to empower them to crush their goals. Whether it's limiting the geographic area to your market territories, or removing variables that won't have an impact on your business, we right size the data for your organization's needs. At a high level, key categories in our data set includes:
✔ Home Financing Details ✔ Home Ownership vs Renters ✔ In-Market for a Home ✔ Property Type ✔ Home Attributes ✔ Real Estate Investing ✔ New Mover