Graph and download economic data for Housing Inventory: Median Days on Market in the United States (MEDDAYONMARUS) from Jul 2016 to Jun 2025 about median and USA.

Total Housing Inventory in the United States decreased to 1530 Thousands in June from 1540 Thousands in May of 2025. This dataset includes a chart with historical data for the United States Total Housing Inventory.

Graph and download economic data for Housing Inventory: Median Days on Market in Florida (MEDDAYONMARFL) from Jul 2016 to Jun 2025 about FL, median, and USA.

Greater Los Angeles was the U.S. market with the most industrial and logistics real estate stock in the first quarter of 2025, followed by Chicago and Dallas-Fort Worth. The three markets alone concentrated about *** billion square feet of the over ** billion square feet of industrial and logistics real estate stock in the top 50 markets. Besides being the largest market, Los Angeles was also the most expensive market for warehouse leasing.

This analysis presents a rigorous exploration of financial data, incorporating a diverse range of statistical features. By providing a robust foundation, it facilitates advanced research and innovative modeling techniques within the field of finance.

Interest Rates, High Prices, and Inventory Shortage to Slow Down Housing Market

Financial data:

• Historical daily stock prices (open, high, low, close, volume)

• Fundamental data (e.g., market capitalization, price to earnings P/E ratio, dividend yield, earnings per share EPS, price to earnings growth, debt-to-equity ratio, price-to-book ratio, current ratio, free cash flow, projected earnings growth, return on equity, dividend payout ratio, price to sales ratio, credit rating)

• Technical indicators (e.g., moving averages, RSI, MACD, average directional index, aroon oscillator, stochastic oscillator, on-balance volume, accumulation/distribution A/D line, parabolic SAR indicator, bollinger bands indicators, fibonacci, williams percent range, commodity channel index)

Machine learning features:

• Feature engineering based on financial data and technical indicators

• Sentiment analysis data from social media and news articles

• Macroeconomic data (e.g., GDP, unemployment rate, interest rates, consumer spending, building permits, consumer confidence, inflation, producer price index, money supply, home sales, retail sales, bond yields)

Potential Applications:

• Stock price prediction

• Portfolio optimization

• Algorithmic trading

• Market sentiment analysis

• Risk management

Use Cases:

• Researchers investigating the effectiveness of machine learning in stock market prediction

• Analysts developing quantitative trading Buy/Sell strategies

• Individuals interested in building their own stock market prediction models

• Students learning about machine learning and financial applications

Additional Notes:

• The dataset may include different levels of granularity (e.g., daily, hourly)

• Data cleaning and preprocessing are essential before model training

• Regular updates are recommended to maintain the accuracy and relevance of the data

Northern Virginia was by far the world’s largest data center market by total inventory as of the first quarter of 2024. The region had a reported inventory of over ***** MW, which was more than twice that of London, the second-largest market. Northern Virginia remains the world’s most important data center market The Northern Virginia region has established a remarkable position as a data center hub. Data center facilities cluster around Loudon, Prince William, and Fairfax counties, with operators keen to locate close to east coast metropolitan areas and key subsea cables. Vacancy rates in such facilities are notably low, reflecting the continued demand for capacity in the region. However, new rules and standards could see a slowdown in construction moving forward. In addition, while Northern Virginia is not the world’s most expensive market for data center construction, considerably lower construction costs in alternative North American markets could prompt investors to reassess. London is the largest of Europe’s FLAPD markets Europe’s leading data center hubs are often collectively referred to as the FLAPD market, standing for Frankfurt, London, Amsterdam, Paris, and Dublin. These markets are driving forwards a European data center industry forecast to generate almost ** billion euros in 2024, with newly adopted European Union sustainability reporting requirements set to dominate the agenda.

Housing Inventory: Median Days on Market in Vermont was 46.00000 Level in June of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Days on Market in Vermont reached a record high of 157.00000 in February of 2017 and a record low of 29.00000 in June of 2022. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Days on Market in Vermont - last updated from the United States Federal Reserve on July of 2025.

São Paulo is Brazil's largest industrial and logistics real estate market, with more than half of the country's ** million square meters of inventory. In the first quarter of 2024, São Paulo had about ** million square meters of industrial and logistics space. Meanwhile, Minas Gerais, the third state in the ranking, had under *** million square meters of inventory and the highest average asking rent.

The global inventory management software market is valued at USD 2.38 billion in 2025, with a CAGR of 13.1% from 2025 to 2035, reaching a projected value of USD 8.48 billion by 2035.

Metric	Value
Industry Size (2025E)	USD 2.38 billion
Industry Value (2035F)	USD 8.48 billion
CAGR (2025 to 2035)	13.1%

Inventory Management Software Market Analyzed by Top Investment Segments

By Component	CAGR (2025-2035)
Inventory management software	14.0%

By Deployment	CAGR (2025-2035)
SaaS-based	15.0%

By Industry	CAGR (2025-2035)
Consumer Goods and Retail	14.3%

Analysis of Top Countries Specializing in Inventory Management Software Development

Country	CAGR (2025-2035)
United States	14.6%

Country	CAGR (2025-2035)
Germany	13.2%

Country	CAGR (2025-2035)
United Kingdom	13.9%

Country	CAGR (2025-2035)
Japan	12.8%

Country	CAGR (2025-2035)
France	13.4%

Graph and download economic data for Housing Inventory: Active Listing Count in California (ACTLISCOUCA) from Jul 2016 to Jun 2025 about active listing, CA, listing, and USA.

Graph and download economic data for Housing Inventory: Active Listing Count in Florida (ACTLISCOUFL) from Jul 2016 to Jun 2025 about active listing, FL, listing, and USA.

Only a small fraction of vacant housing units are actually considered available. Only vacant units for rent or for sale make up the available housing stock. Vacant housing that is not on the market, such as homes for seasonal, recreational, or occasional use & housing for migrant workers, are not part of the available housing stock.The housing availability rate is an indicator that economists and housing policy analysts often track. A low housing availability rate indicates a "tight" housing market (a seller's market or landlord's market) whereas a high housing availability rate indicates a buyer's or renter's market.This map shows the housing availability rate depicted by the color: pink indicates a low housing availability rate, and green indicates a high housing availability rate. The count of available housing units is depicted by the size of the symbol.This map uses these hosted feature layers containing the most recent American Community Survey data. These layers are part of the ArcGIS Living Atlas, and are updated every year when the American Community Survey releases new estimates, so values in the map always reflect the newest data available.

London remained Europe's largest data center market in 2024, with total inventory in the British capital surpassing ***** megawatts as of the fourth quarter of the year. Frankfurt was the second-largest market, followed by Amsterdam. Major markets feel the strain Collectively referred to as the FLAPD markets, Frankfurt, London, Amsterdam, Paris, and Dublin are the data center hubs powering Europe's digital transformation. However, with data center demand surging across the world, operators are finding it increasingly difficult to secure power and land in these established markets. Local officials in Dublin, for example, have enforced a de facto moratorium on new facilities in the city, with data centers already accounting for more than a fifth of the country's total energy consumption. Striking a balance Rising demand poses a challenge for European authorities. On the one hand, the expansion of digital infrastructure is considered crucial if the region is to fully realize the economic potential of AI and next-generation technologies. On the other hand, the European Union faces increasing pressure to rein in the power and water intensive data center industry. Newly introduced regulations in the EU aim to address this by requiring major operators in the bloc to report key efficiency metrics, thereby helping to quantify the market’s drain on resources.

Housing Inventory: Median Days on Market in East Baton Rouge Parish, LA was 64.00000 Level in May of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Days on Market in East Baton Rouge Parish, LA reached a record high of 99.00000 in January of 2020 and a record low of 36.00000 in June of 2022. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Days on Market in East Baton Rouge Parish, LA - last updated from the United States Federal Reserve on July of 2025.

Graph and download economic data for Housing Inventory: Active Listing Count in the United States (ACTLISCOUUS) from Jul 2016 to Jun 2025 about active listing, listing, and USA.

Active real estate listings in San Diego County

Greater Mexico City had the most industrial and logistics real estate space among select Mexican cities in the second half of 2024. The total inventory amounted to *** million square feet, compared to *** million square feet in Monterrey. Guadalajara, one of Mexico's smaller markets, had the lowest vacancy rate during that period.

Housing Inventory: Median Days on Market in Frederick County, VA was 31.00000 Level in May of 2025, according to the United States Federal Reserve. Historically, Housing Inventory: Median Days on Market in Frederick County, VA reached a record high of 95.00000 in February of 2019 and a record low of 21.00000 in May of 2022. Trading Economics provides the current actual value, an historical data chart and related indicators for Housing Inventory: Median Days on Market in Frederick County, VA - last updated from the United States Federal Reserve on July of 2025.

Logistics Real Estate Market Outlook

The global logistics real estate market size was valued at USD 325 billion in 2023 and is projected to reach USD 540 billion by 2032, growing at a compound annual growth rate (CAGR) of 6.2%. This robust growth is driven by an unprecedented surge in e-commerce activities, the rising necessity for efficient supply chain management, and increasing globalization, which necessitates sophisticated logistics solutions.

One of the primary growth factors for the logistics real estate market is the exponential rise in e-commerce. The digital transformation of retail, accelerated by the COVID-19 pandemic, has led to a significant increase in online shopping. This shift in consumer behavior has amplified the demand for warehouses and distribution centers, as companies need more space to store and manage their inventory efficiently. With rapid technological advancements such as automation and AI, logistics facilities are becoming more sophisticated, driving further investments in this sector.

Another significant factor contributing to market growth is the need for streamlined supply chain operations. As businesses strive for quicker delivery times and better customer service, the demand for strategically located logistics real estate has surged. Proximity to major transportation hubs like highways, ports, and airports is crucial for reducing transit times and costs. This geographical advantage is prompting many companies to invest heavily in high-quality logistics facilities to gain a competitive edge.

Additionally, globalization and international trade have increased the demand for logistics real estate. With companies expanding their global footprint, the need for facilities that can handle cross-border logistics efficiently has become more critical. This trend is particularly evident in emerging markets, where industrial growth and economic development are driving the construction of new logistics hubs. As a result, the logistics real estate market is experiencing substantial growth in regions such as Asia-Pacific and Latin America.

From a regional perspective, North America currently holds the largest share in the logistics real estate market, driven by a strong e-commerce sector and advanced logistics infrastructure. However, Asia-Pacific is expected to exhibit the highest growth rate during the forecast period, propelled by rapid industrialization and a burgeoning e-commerce market. Europe remains a significant player due to its well-established logistics networks and strategic location within global trade routes.

Property Type Analysis

Logistics real estate encompasses various property types, including warehouses, distribution centers, flex spaces, and others. Warehouses hold the largest share within this segment, primarily due to the increasing need for large storage spaces to accommodate growing inventories in e-commerce and retail. Modern warehouses are equipped with advanced technologies such as automated storage and retrieval systems (AS/RS) and robotics, which enhance efficiency and reduce operational costs. The demand for cold storage warehouses is also on the rise, particularly in the pharmaceutical and food industries, which require temperature-controlled environments.

Distribution centers are another critical component of logistics real estate. These facilities are designed to streamline the distribution process, ensuring that goods move quickly from suppliers to end customers. The rise in just-in-time (JIT) inventory models and the need for faster delivery times have fueled the demand for strategically located distribution centers. These centers often feature state-of-the-art logistics technologies such as real-time tracking systems and automated sorting equipment, which improve accuracy and efficiency.

Flex spaces, which combine office and warehouse functionalities, are gaining popularity in the logistics real estate market. These versatile properties are particularly attractive to small and medium-sized enterprises (SMEs) that require flexible solutions to accommodate their dynamic business needs. Flex spaces offer the advantage of scalability, allowing businesses to expand or contract their operations without needing to relocate. This flexibility makes them an appealing option for companies operating in fast-paced industries like technology and e-commerce.

The "Others" category in property types includes specialized facilities such as cross-docking terminals and freight forwarding centers. These properties are essential for spe

Toronto is Canada's largest industrial and logistics real estate market, with nearly half of the country's *** billion square feet of inventory. In the second quarter of 2025, Toronto had about ****** million square feet of industrial and logistics space. Meanwhile, Vancouver, the third state in the ranking had approximately ****** million square meters of inventory, the highest average asking rent, and lowest vacancy rate.