Room-Across-Room (RxR) is a multilingual dataset for Vision-and-Language Navigation (VLN) for Matterport3D environments. In contrast to related datasets such as Room-to-Room (R2R), RxR is 10x larger, multilingual (English, Hindi and Telugu), with longer and more variable paths, and it includes and fine-grained visual groundings that relate each word to pixels/surfaces in the environment.

nfinite-living-room-passes

Version of the release: 1.0.0-alphaRelease date: 2024/06/17

  Dataset Summary

The nfinite-living-room-passes dataset is a dataset of images from 3D models for objects usually found in the living room space. 500 products are available, across 10500 images.
Each product has been rendered photo-realistically from a 3D model and is also available as a series of images depicting its normal map, its depth map, and some other information.Those 3D… See the full description on the dataset page: https://huggingface.co/datasets/Nfiniteai/living-room-passes.

China Star-Rated Hotel: Number of Room: Over 500 Room data was reported at 105,548.000 Unit in 2009. This records an increase from the previous number of 88,441.000 Unit for 2008. China Star-Rated Hotel: Number of Room: Over 500 Room data is updated yearly, averaging 88,441.000 Unit from Dec 2001 (Median) to 2009, with 9 observations. The data reached an all-time high of 126,320.000 Unit in 2001 and a record low of 51,877.000 Unit in 2002. China Star-Rated Hotel: Number of Room: Over 500 Room data remains active status in CEIC and is reported by Ministry of Culture and Tourism. The data is categorized under Global Database’s China – Table CN.QHA: Star-Rated Hotel: Number of Room.

China Star-Rated Hotel: Room Occupancy Rate: Over 500 Room data was reported at 47.420 % in 2009. This records a decrease from the previous number of 57.660 % for 2008. China Star-Rated Hotel: Room Occupancy Rate: Over 500 Room data is updated yearly, averaging 65.380 % from Dec 2001 (Median) to 2009, with 9 observations. The data reached an all-time high of 68.050 % in 2002 and a record low of 47.420 % in 2009. China Star-Rated Hotel: Room Occupancy Rate: Over 500 Room data remains active status in CEIC and is reported by Ministry of Culture and Tourism. The data is categorized under Global Database’s China – Table CN.QHA: Star-Rated Hotel: Room Occupancy Rate.

As of December 31, 2024, there were 73,784 InterContinental hotel rooms worldwide. This figure shows an increase of 284 hotel rooms over the previous year. InterContinental is a brand of hotels owned by the British company InterContinental Hotels Group.

This dataset is about books. It has 1 row and is filtered where the book is Voyage around my room : selected works of Xavier de Maistre. It features 7 columns including author, publication date, language, and book publisher.

Global Clean Room Pass Through market size 2025 was XX Million. Clean Room Pass Through Industry compound annual growth rate (CAGR) will be XX% from 2025 till 2033.

In fiscal year 2023, the revenue per available room (RevPAR) in the eastern Indian city of Kolkata amounted to a little under four thousand Indian rupees. This was an increase compared to the previous year's RevPAR of about 2.15 thousand Indian rupees. In recent years, the RevPAR has fluctuated around four thousand rupees and briefly dropped below that in the financial years 2021 and 2022.

In fiscal year 2023, revenue per available room (RevPAR) of the hotels in the northern city amounted to over four thousand Indian rupees, an increase from the previous year. The revenue peaked at 4.14 thousand Indian rupees in fiscal year 2020, after which there was a significant drop in the financial year 2021 to 1.44 thousand Indian rupees.

In fiscal year 2023, the revenue per available room (RevPAR) in the western Indian city of Mumbai amounted to over seven thousand Indian rupees. This was an increase compared to the previous year's RevPAR of about three thousand Indian rupees. In pre-pandemic years, the RevPAR had been fluctuating around six thousand rupees.

According to Cognitive Market Research, the global Room Planner market size will be USD 105245.5 million in 2024. It will expand at a compound annual growth rate (CAGR) of 10.30% 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 42098.20 million in 2024 and will grow at a compound annual growth rate (CAGR) of 8.5% from 2024 to 2031.
Europe accounted for a market share of over 30% of the global revenue with a market size of USD 31573.65 million.
Asia Pacific held a market share of around 23% of the global revenue with a market size of USD 24206.47 million in 2024 and will grow at a compound annual growth rate (CAGR) of 12.3% from 2024 to 2031.
Latin America had a market share of more than 5% of the global revenue with a market size of USD 5262.28 million in 2024 and will grow at a compound annual growth rate (CAGR) of 9.7% 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 2104.91 million in 2024 and will grow at a compound annual growth rate (CAGR) of 10.0% from 2024 to 2031.
The Paid Planner category is the fastest growing segment of the Room Planner industry

Market Dynamics of Room Planner Market

Key Drivers for Room Planner Market

Increasing Demand for Home Renovation and Interior Design Solutions to Boost Market Growth

The growing demand for home renovation and interior design solutions is a key driver of the Room Planner Market. As more people focus on enhancing their living spaces, there is an increased need for tools that help visualize and plan room layouts effectively. Room planners offer a user-friendly way to experiment with different designs, furniture arrangements, and color schemes, making them especially popular among homeowners, interior designers, and architects. With the rise of DIY home improvement projects, people are turning to these digital tools to create personalized spaces without needing professional help. This trend is further fueled by the accessibility of online and mobile platforms, making room planners more convenient and widely used across various segments of the market. For instance, in September 2024, Planner 5D integrated Apple's AI into its new iOS 18 app, enhancing the home design experience with advanced features. The app now includes an AI-powered texture generator that allows users to create custom textures for wallpapers, furniture, and artwork by simply entering a description. This integration aims to improve flexibility and user experience in designing spaces, making it easier for users to visualize and customize their home environments.

Growth in the Real Estate and Construction Industry Boosting Room Planning Needs to Drive Market Growth

The growth in the real estate and construction industry is driving the demand for room planning tools. As the industry expands, there is a greater need for efficient space management and design, especially in residential and commercial properties. Room planners help architects, interior designers, and builders create functional, aesthetically pleasing spaces by visualizing layouts before construction or renovation begins. With more construction projects underway, from homes to office buildings, the use of room planners has become essential for planning and optimizing space. This trend is fueled by the need for accurate floor plans and the ability to experiment with different design options. As construction projects continue to rise, the demand for room planners in the real estate sector is also growing.

Restraint Factor for the Room Planner Market

High Competition from Free Room Planning Apps Limiting Paid Subscription Growth, Will Limit Market Growth

High competition from free room planning apps is limiting the growth of paid subscriptions in the Room Planner Market. Many users are opting for free tools, which offer basic features without the cost, making it difficult for paid platforms to attract customers. While premium versions of room planners provide advanced features, users often feel the free apps meet their needs, reducing the incentive to pay for subscriptions. This trend is especially strong among casual users who may not require professional-grade tools. As a result, companies offering paid room planners face challenges in converting free app users into paying customers, slowing down revenue growth and market ...

The graph depicts the average price of a hotel room in 2010 and 2011* around the world. In Europe, the average cost for a hotel room was 167.76 U.S. dollars.The Hotel Price Index (HPI) is based on bookings made on hotels.com. The prices shown are those actually paid by the customer. The sample set are about 110,000 properties in more than 18,000 global locations.

Average hotel room prices - additional information

In both 2010 and 2011, the Caribbean was the most expensive region in the world to for hotel stays, with an average hotel room price of 207.11 U.S. dollars in 2011. The Caribbean, located to the south east of North America and the Gulf of Mexico, includes many popular vacation destinations such as the Bahamas, Cuba, Barbados and the Dominican Republic. The region is well-known for its natural beauty and luxury resorts. In 2013, Soufriere, St. Lucia, was one of the most expensive destinations for U.S. travelers in terms of hotel costs, second only to Bora Bora in French Polynesia, where the average daily rate for a hotel was 770 U.S. dollars. Despite the cost, Caribbean cruises were the most popular vacations in the U.S. according to travel company Travel Leaders Group.

A close neighbour of the Caribbean, North America saw the lowest average hotel price in 2010 and 2011. While low in comparison to other regions, the average daily rate of hotels in the U.S. has risen year-on-year since the global recession of 2009 and, in 2013, the U.S. hotel industry generated 163 billion U.S. dollars in revenue. The United States also has some expensive destinations of its own: the most expensive U.S. city for hotel rates in 2013 was Honolulu, Hawaii, with an average daily rate of 230 U.S. dollars. New York ranked second at 211 U.S. dollars a night.

As well as being the region with the second highest average hotel price, hotels in Europe also charge the most for room service. Six out of ten of the most expensive cities in the world for hotel room service were located in Europe in 2014. Helsinki in Finland was the most expensive at just under 90 U.S. dollars.

According to Cognitive Market Research, The Global Anger Room market size will be USD 16.8 billion in 2023 and will grow at a compound annual growth rate (CAGR) of 3.50% from 2023 to 2030.

The demand for anger room services has skyrocketed due to people's increased stress levels over the past few years.
Demand for multiplayer anger rooms remains higher in the anger room market.
The adults category held the highest anger room market revenue share in 2023.

Rising Urbanization will Rise Demand in Anger Room Market

There are multiple reasons why urbanization is rising, and a number of environmental, social, and economic variables influence this global trend. Cities typically provide better access to healthcare and education, as well as more job opportunities and higher income. People move from rural to urban regions as a result, seeking better economic opportunities.

Urban shares are expected to rise in the upcoming decades in every country but at different rates. It is predicted that 68% of people on Earth will reside in cities by 2050 (up from 54% in 2016). In actuality, only a very small number of nations are predicted to have larger rural-urban percentages by 2050.

People are drawn to the cities where these employment are concentrated because of the growing demand for skilled workers created by the growth of industries and the expansion of the technology sector in urban areas. As a result, with increased migration from rural to urban areas, stress regarding new work culture and the surrounding environment increases the demand for anger rooms.

Rising prevalence of Mental Diseases to Expand Global Anger Room Market Size

The aging population, an increase in the prevalence of mental illnesses, and an expansion of mental health awareness campaigns are the main factors driving market expansion.

w, or 1 in every 8 persons, had a mental illness in 2019. Anxiety and depressive disorders were the most prevalent types. Due in large part to the COVID-19 epidemic, the number of individuals suffering from anxiety and depression illnesses increased dramatically in 2020. According to preliminary estimates, anxiety and major depressive disorders have increased by 26% and 28%, respectively, in just a single year.

The Rising Popularity of Anger Management Strategies Drives Market Growth

Moreover, the worldwide mental health industry is expanding due to rising awareness of mental illnesses through advocacy and education, as well as increased respect for human rights and decreased stigma. The fact that governments in many nations are pushing the use of digital and telecommunications solutions to treat mental health issues globally is also fueling the market's expansion.

Market Dynamics of the Anger Room

High Cost of Anger Management Therapy to Hinder Market Growth

For many people seeking help for their anger management concerns, the high expense of anger management therapy can be a barrier. Many anger management programs provide individual treatment sessions; these are typically more costly than group therapy sessions. Although more expensive, personalized attention has advantages. The length of therapy varies greatly from patient to patient. Some people could only need a brief course of therapy, while others would need continuous help for a long time, which could raise the total cost. Higher costs may be charged for the skills of therapists with more years of experience or a solid reputation. To tackle this issue, some charitable organizations provide those in need with reduced or free anger management programs.

Impact of COVID–19 on the Anger Room Market

Globally, the coronavirus disease (COVID-19) has become more widespread. Therefore, governments throughout the world have implemented various regulations and lockdowns due to the rise in coronavirus cases, which has affected the market in the first part of the projected period. In many organizations, the COVID-19 effect has led to staff reductions. Employers are trying to save money by terminating workers. Layoffs of employees during the COVID-19 pandemic as a cost-cutting measure are expected to have a positive effect on the anger room sector. The COVID-19 pandemic made the pervasive and mostly untreated mental health issue in the workplace worse. As a result, during the projected period, the aforementioned factors are anticipated to have a positive impact on market gr...

The global Control Room Hardware Equipment market is experiencing robust growth, driven by increasing demand for enhanced security and operational efficiency across various sectors. The market size in 2025 is estimated at $15 billion, exhibiting a Compound Annual Growth Rate (CAGR) of 7% from 2025 to 2033. This growth is fueled by several key factors, including the rising adoption of advanced technologies such as LED and RPC displays offering superior image quality and reliability compared to older LCD technology. Furthermore, the expanding application of control room solutions in public safety, corporate security, and industrial settings is a major catalyst. The shift towards integrated systems, providing a centralized platform for monitoring and managing various aspects of operations, is another significant driver. While supply chain disruptions and economic fluctuations can pose temporary restraints, the long-term outlook remains positive, driven by continuous technological advancements and the increasing importance of real-time monitoring and control across industries. The market segmentation reveals a strong preference for LED and RPC displays, reflecting the trend towards higher resolution, brighter displays with lower power consumption. Within applications, public safety and corporate security are currently the largest segments, benefiting from heightened security concerns and the need for efficient emergency response systems. Leading companies like ABB, Samsung, Barco, and others are investing heavily in research and development to enhance product capabilities and cater to evolving market needs. Geographic distribution indicates strong growth in North America and Asia-Pacific regions, driven by increased infrastructure investment and technological adoption in these regions. The market is expected to witness further consolidation as companies pursue strategic partnerships and mergers to expand their market share and product portfolio. The forecast period (2025-2033) anticipates continued growth, fueled by technological innovation, expanding applications, and increased demand for efficient and reliable control room solutions across diverse sectors globally.

Steel designated as API 5L X65 is often used for oil and gas transportation pipelines. It is caused due to its high ductility, weldability and good corrosion resistance. API 5L X65 is a low alloy steel with carbon content less than 0.3% (depends on delivery condition). Once installed, a pipeline remains in place for many years. Throughout its life, the pipeline must be reliable. Loss of structural integrity can result in environmental disaster and high economic costs. For these reasons, the material undergoes very detailed quality control. As part of this, the required mechanical properties are checked.

The global modular room system market is experiencing robust growth, driven by increasing demand across diverse sectors like healthcare, education, and commercial spaces. The market's versatility, offering adaptable solutions for various needs, coupled with the rising preference for rapid deployment and cost-effectiveness, fuels this expansion. While precise figures are unavailable from the provided data, a reasonable estimation, considering typical growth rates in the construction technology sector, suggests a 2025 market size of approximately $5 billion USD, with a Compound Annual Growth Rate (CAGR) of 7% projected from 2025 to 2033. This growth trajectory is fueled by several key trends, including the growing adoption of prefabricated construction methods to accelerate project timelines, the increasing need for flexible and scalable spaces to accommodate fluctuating operational needs, and the rising focus on sustainable and eco-friendly construction materials. Several factors, however, restrain market expansion. High initial investment costs associated with modular room system procurement and installation can deter some potential buyers, particularly smaller organizations with limited budgets. Furthermore, regulatory hurdles and variations in building codes across different regions create challenges for seamless implementation. Segmentation analysis reveals strong demand across all application areas (office, school, hospital, airport, etc.) with fixed-type systems currently holding a larger market share. However, removable type systems are projected to gain significant traction due to their flexibility and reusability, significantly boosting the overall market size in the coming years. Key players like AVOMA GROUP, Ege Carpets, and Getinge are actively shaping market dynamics through innovation and strategic expansions, fostering competitive landscape.

In fiscal year 2023, the revenue per available room (RevPAR) in the western Indian city of Pune amounted to over three thousand Indian rupees. This was an increase compared to the previous year's RevPAR of about 1,620 Indian rupees. This was the lowest value among the ten major hotel destinations in India.

In fiscal year 2023, the revenue per available room (RevPAR) in the capital of Indian, New Delhi, amounted to over six thousand Indian rupees. This was an increase compared to the previous year's RevPAR of about three thousand Indian rupees . In recent years, the RevPAR had fluctuating between four and six thousand rupees.

In fiscal year 2023, the revenue per available room (RevPAR) in the southern Indian city of Bengaluru amounted to about four thousand Indian rupees. This was an increase compared to the previous year's RevPAR of about 1.69 thousand Indian rupees. In recent years, the RevPAR had constantly increased from around three thousand rupees to over four thousand, experiencing a brief drop in the fiscal years 2021 and 2022.

Hotel Rooms Market Outlook

The global hotel rooms market size was valued at approximately USD 570 billion in 2023 and is expected to reach around USD 870 billion by 2032, growing at a compound annual growth rate (CAGR) of 4.8% from 2024 to 2032. This robust growth is driven by a combination of factors including increased tourism, rising disposable incomes, and the proliferation of online booking platforms.

One of the primary growth drivers for the hotel rooms market is the significant rise in tourism activities globally. With international travel becoming more accessible to a larger segment of the population, there is a growing demand for diversified accommodation options. Furthermore, governments across various countries are investing in tourism infrastructure, which is expected to further bolster market growth. The increasing trend of staycations and short-term travels also contributes to the demand for hotel rooms, as more people seek convenient and comfortable accommodation for shorter durations.

Rising disposable incomes, particularly in emerging economies, are another vital factor contributing to the growth of the hotel rooms market. As more individuals achieve higher income levels, their propensity to spend on travel and accommodation increases. This economic upturn allows for more frequent travels, both for leisure and business purposes, thereby driving the demand for hotel rooms across different categories. Additionally, the growth of the middle class in regions like Asia Pacific and Latin America is expected to create a substantial uptick in the need for hotel accommodations.

The proliferation of online booking platforms has revolutionized the hotel rooms market. Online travel agencies (OTAs) and other digital booking channels have made it easier than ever for consumers to compare prices, read reviews, and make reservations. This convenience has led to a surge in online bookings, which now constitute a significant portion of total bookings within the market. Moreover, the integration of advanced technologies such as artificial intelligence and machine learning into these platforms allows for personalized recommendations and improved customer service, further driving market growth.

Regional outlook for the hotel rooms market highlights significant growth potential in Asia Pacific. The region, spearheaded by countries like China, India, and Southeast Asian nations, is witnessing an unprecedented surge in both domestic and international tourism. North America and Europe continue to be mature markets with steady growth rates owing to their established tourism infrastructure and high levels of business travel. Meanwhile, regions like Latin America and the Middle East & Africa are emerging as lucrative markets driven by improving political stability and increasing investment in tourism infrastructure.

The concept of Underwater Hotels is gaining traction as a unique and luxurious accommodation option, offering guests an unparalleled experience beneath the ocean's surface. These hotels provide a mesmerizing view of marine life and the underwater ecosystem, making them a popular choice for travelers seeking an extraordinary stay. With the advancement of construction technologies and materials, building underwater structures has become more feasible, allowing for the creation of these innovative hotels. The allure of sleeping surrounded by aquatic life appeals to both adventure seekers and those looking for a tranquil escape. As the demand for distinctive travel experiences grows, underwater hotels are poised to become a significant segment within the luxury hospitality market, attracting tourists from all over the world.

Room Type Analysis

The hotel rooms market can be segmented based on room type into Single Room, Double Room, Suite, Deluxe Room, and Others. Single Rooms cater to solo travelers and are often the most budget-friendly option. These rooms are popular among business travelers and solo tourists looking for economical stays. Despite being the smallest segment, Single Rooms have a steady demand owing to the rising number of solo travelers, especially in urban areas and business hubs.

Double Rooms are designed for two guests and are a prevalent choice among couples and friends traveling together. These rooms offer a balance between comfort and cost, making them a popular option across all types of hotels, from budget to luxury. The demand for Double Rooms is driven by both leisure