According to the most recently available data, Spiegel & Gray, based in New York City, was the fastest growing independent book publisher in the United States based on sales growth with an increase of 292 percent between 2021 and 2023. The only other indie publisher to see sales growth of 100 percent or more during that time period was LA-based Tokyo Pop.

The size of the United States Data Center Construction market was valued at USD 13.24 Million in 2023 and is projected to reach USD 23.23 Million by 2032, with an expected CAGR of 8.36% during the forecast period.Overview US Data Center Construction Market Drives Through Growing Demand for Data Storage and Processing Capabilities Growing US data center construction market: Overview This is one of the fastest-growing markets around. Data centers are specialized facilities that are designed to house computer systems and networking equipment so that critical IT infrastructure works safely and reliably. They have become indispensable for any business, organization, or government to store and process these huge amounts of information day in and day out. Data centers accommodate varied applications, including cloud computing, e-commerce, online gaming, artificial intelligence, and the Internet of Things. As far as most firms are becoming more reliant on digital technologies, demand for data center capacity keeps on increasing. America boasts an exceptionally powerful technology infrastructure and a conducive regulatory environment, setting it apart as one of the world's leaders in data center construction. Some factors driving this U.S. data center construction market growth include increased adoption of cloud-based computing services, data-intensive applications, and demand for security and disaster recovery solutions. In addition, with the available skilled labor to support infrastructure development in digital development, this government is taking various initiatives to support the infrastructure of digital development. Recent developments include: In February 2024, in Caldwell County outside of Austin, Texas, Prime Data Centers proposed to construct a USD 1.3 billion data center complex. Such investments from the data center providers will create more demand for DC construction players in the near future., In November 2023, H5 Data Centres announced the expansion of its downtown San Antonio edge data center at 100 Taylor Street as a national colocation and wholesale data center provider. Up to 340 cabinets and up to 1.5 MW of additional UPS capacity will be enabled by the Tier III expansion of colocation space in Turnkey. In 2023, five new telecommunications operators were deploying infrastructure on the data center campus to drive continued growth of the network-rich ecosystem.. Key drivers for this market are: 4., Growing Cloud Applications, AI, and Big Data4.; Rising Adoption of Hyperscale Data Centers. Potential restraints include: 4., Increase in Real Estate Costs. Notable trends are: UPS Systems to Lead the Electrical Infrastructure Segment.

Home care providers support the overall health and well-being of millions in the US annually. This number has been growing fast, expanding the scale and scope of home care providers in recent years. A rising number of adults 65 and older has been the primary driver behind this, as older adults are at a higher risk of developing a condition or experiencing an injury that limits their ability to perform tasks they once did independently. While changing demographic trends are an overarching trend impacting the health sector, the pandemic has permanently altered the industry's trajectory. Widespread outbreaks at residential facilities in the first year of the pandemic led more people to value remaining in their homes as they age; the interest in aging-in-place has only grown even as pandemic concerns have dissipated as older adults look for options that provide safety and independence. In all, revenue has been expanding at a CAGR of 3.5% to an estimated $153.7 billion over the past five years, including expected growth of 3.2% in 2025. The mounting need for home care services and a shortage of home health aides create a mismatch between supply and demand that limits revenue growth. Shortages, preexisting the pandemic, have worsened as caregivers seek more flexible jobs with higher pay, creating increasingly high turnover that pressures providers to raise wages. Medicare reimbursements to home health agencies have been declining for several years, preventing home health agencies from raising salaries despite shortages. Clients eligible for home care services through insurance face long waiting periods, leading more people to opt for self-directed care, where family members or friends work as paid caregivers. Too few caregivers prevent the industry from fully benefiting from ballooning demand and curtail profit growth. Trends driving growth in recent years will accelerate moving forward, providing massive opportunities for home care providers. How home care providers capitalize on these trends will depend on insurer reimbursements and workforce development. Technology, ranging from wearables to telehealth, will have a more prominent role in the industry as providers look for ways to improve patient care while lessening the burden on staff. Regulatory and financial pressures will maintain consolidation activity, with private equity investment likely to expand as well. A major headwind facing the industry will be the future of Medicare policies and to what extent they cover home health and telehealth services. Revenue will grow at a CAGR of 2.8% to an estimated $176.8 billion over the next five years.

The global big data market is forecasted to grow to 103 billion U.S. dollars by 2027, more than double its expected market size in 2018. With a share of 45 percent, the software segment would become the large big data market segment by 2027.

What is Big data?

Big data is a term that refers to the kind of data sets that are too large or too complex for traditional data processing applications. It is defined as having one or some of the following characteristics: high volume, high velocity or high variety. Fast-growing mobile data traffic, cloud computing traffic, as well as the rapid development of technologies such as artificial intelligence (AI) and the Internet of Things (IoT) all contribute to the increasing volume and complexity of data sets.

Big data analytics

Advanced analytics tools, such as predictive analytics and data mining, help to extract value from the data and generate new business insights. The global big data and business analytics market was valued at 169 billion U.S. dollars in 2018 and is expected to grow to 274 billion U.S. dollars in 2022. As of November 2018, 45 percent of professionals in the market research industry reportedly used big data analytics as a research method.

The United States Quick Service Restaurants Market is segmented by Cuisine (Bakeries, Burger, Ice Cream, Meat-based Cuisines, Pizza), by Outlet (Chained Outlets, Independent Outlets) and by Location (Leisure, Lodging, Retail, Standalone, Travel). Market Value in USD is presented. Key data points observed include the number of outlets for each foodservice channel; and, average order value in USD by foodservice channel.

The United States Data Center Switch Market was valued at USD 9.42 Billion in 2023 and is expected to reach USD 13.41 Billion in 2029 with a CAGR of 5.91% during the forecast period.

Data Storage Market Outlook

The global data storage market size is expected to grow significantly from USD 72.6 billion in 2023 to a projected USD 162.3 billion by 2032, at a compound annual growth rate (CAGR) of 9.1%. The key growth factors driving this market include the exponential increase in data generation, advancements in storage technologies, and the growing need for efficient data management solutions across various industries.

The surge in data generation is primarily driven by the rapid adoption of digital technologies, the proliferation of connected devices, and the rise of the Internet of Things (IoT). Businesses across various sectors are generating massive amounts of data, which necessitates robust data storage solutions. The increasing digital transformation initiatives undertaken by enterprises further contribute to the growing demand for advanced storage technologies. Additionally, the use of big data analytics, artificial intelligence, and machine learning is compelling organizations to invest in efficient data storage infrastructure to handle vast volumes of data and derive meaningful insights.

The advancement in storage technologies, particularly the development of solid-state drives (SSDs) and cloud storage, has significantly contributed to the growth of the data storage market. SSDs offer faster data access speeds, enhanced reliability, and lower power consumption compared to traditional hard disk drives (HDDs). On the other hand, cloud storage provides scalable and flexible storage solutions that cater to the dynamic needs of businesses. The adoption of hybrid storage solutions, which combine the benefits of on-premises and cloud storage, is also gaining traction among enterprises looking to optimize their storage infrastructure.

Moreover, the increasing need for efficient data management solutions is driving the demand for data storage technologies. Organizations are facing challenges in managing and securing their growing data volumes, ensuring data compliance, and maintaining data accessibility. Data storage solutions that offer features such as data deduplication, compression, encryption, and disaster recovery are becoming crucial for businesses to streamline their data management processes and enhance data security. The growing awareness about data privacy regulations and the need to comply with industry standards further underscore the importance of advanced data storage solutions.

Regionally, North America is expected to dominate the data storage market, owing to the presence of major technology companies and high adoption rates of advanced storage solutions. The Asia Pacific region is anticipated to witness significant growth due to the rapid digital transformation in emerging economies such as China and India. Europe is also projected to exhibit substantial growth, driven by the increasing focus on data protection and privacy regulations. Latin America and the Middle East & Africa regions are expected to show moderate growth, supported by the growing IT infrastructure and digitalization efforts in these regions.

Storage Type Analysis

The data storage market is segmented by storage type, which includes Hard Disk Drives (HDD), Solid State Drives (SSD), Cloud Storage, and Hybrid Storage. Each of these storage types plays a crucial role in catering to the diverse data storage needs of various industries. HDDs have been the traditional choice for data storage due to their cost-effectiveness and large storage capacities. However, the market for HDDs is experiencing a shift as newer technologies like SSDs and cloud storage offer better performance and reliability.

Solid State Drives (SSDs) have revolutionized the data storage landscape with their superior speed, durability, and energy efficiency. Unlike HDDs, SSDs have no moving parts, which makes them less prone to mechanical failures and significantly faster in data access times. This makes SSDs ideal for applications requiring high-speed data retrieval and processing, such as enterprise databases, gaming, and high-performance computing. The decreasing cost of SSDs and their increasing storage capacities are further driving their adoption across various sectors.

Cloud Storage has emerged as a game-changer in the data storage market, offering scalable, flexible, and cost-effective storage solutions. Cloud storage eliminates the need for physical storage infrastructure, allowing businesses to scale their storage capacity as per their requirements. It also provides the convenience of accessing data from anywhere, making it ideal for remote and

The total amount of data created, captured, copied, and consumed globally is forecast to increase rapidly, reaching *** zettabytes in 2024. Over the next five years up to 2028, global data creation is projected to grow to more than *** zettabytes. In 2020, the amount of data created and replicated reached a new high. The growth was higher than previously expected, caused by the increased demand due to the COVID-19 pandemic, as more people worked and learned from home and used home entertainment options more often. Storage capacity also growing Only a small percentage of this newly created data is kept though, as just * percent of the data produced and consumed in 2020 was saved and retained into 2021. In line with the strong growth of the data volume, the installed base of storage capacity is forecast to increase, growing at a compound annual growth rate of **** percent over the forecast period from 2020 to 2025. In 2020, the installed base of storage capacity reached *** zettabytes.

📊 Manufacturing Company Data for Market Share, Risk & B2B Intelligence Manufacturing company data is a critical resource for understanding how industrial businesses operate, expand, and compete. Canaria’s enriched manufacturing company data delivers verified, structured intelligence on thousands of US manufacturing companies, including firmographics, operational scale, geographic footprint, and public metadata.

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The North America Data Center Construction Market was valued at USD 76.56 Billion in 2024 and is expected to reach USD 110.76 Billion by 2030 with a CAGR of 6.19% during the forecast period.

The U.S. manufacturing sector plays a central role in the economy, accounting for 20% of U.S. capital investment, 60% of the nation's exports and 70% of business R&D. Overall, the sector's market size, measured in terms of revenue is worth roughly $6 trillion, making it a major industry to do business with. So which U.S. states are the biggest for manufacturing? This article will explore the nation's top manufacturing states, measured by number of employees, based on MNI's database of 400,000 U.S. manufacturing companies.

United States Data Center Genset Market was valued at USD 3.12 billion in 2023 and is anticipated to project robust growth in the forecast period with a CAGR of 7.94% through 2029.

Cloud Computing Market Growth | Industry Analysis, Size & Forecast Report

Dataset updated: Jun 27, 2024

Dataset authored and provided by: Mordor Intelligence

License: https://www.mordorintelligence.com/privacy-policy

Time period covered: 2019 - 2029

Area covered: Global

Variables measured: CAGR, Market size, Market share analysis, Global trends, Industry forecast

Description: The Cloud Computing Market size is estimated at USD 0.68 trillion in 2024, and is expected to reach USD 1.44 trillion by 2029, growing at a CAGR of 16.40% during the forecast period (2024-2029).

Report Attribute

Quantitative Units: Revenue in USD Billion, Volumes in Units, Pricing in USD

Regions and Countries Covered:

Industry Segmentation Covered:

By Cloud Computing: IaaS, SaaS, PaaS

By End-User: IT and Telecom, BFSI, Retail and Consumer Goods, Manufacturing, Healthcare, Media and Entertainment

Market Players Covered: Amazon Web Services, Google LLC, Microsoft Corporation, Alibaba Cloud, and Salesforce

While shifting consumer preferences and a crowded foodservice landscape, fast food restaurants have maintained a steady pace of growth. Over the five years to 2025, industry revenue has expanded at a CAGR of 3.9%, reaching $417.5 billion. Notably, 2025 alone will experience a 1.1% increase in revenue. The trend towards fast casual dining has bolstered the industry, helping fast food chains hold their ground amid fierce competition. As health awareness continues to rise, consumers demand healthier and alternative options to conventional fast food. To an extent, major chains have met this demand by introducing healthier menu selections. Other innovative measures included investments in meat substitutes and introducing various dietary preferences to attract a broader consumer base. However, the shift towards a healthier lifestyle has somewhat dampened demand for traditional fast food staples, leading to a decline in industry profit. Between 2022 and 2025, fast food restaurants have grappled with surging operational costs, including purchase, utility, rent and labor. The collective force of these cost increases has depressed industry profit, reaching 4.6% of revenue in 2025. Higher minimum wages, especially in California, have been detrimental to fast food restaurant's bottom lines, which subsequently boost technology adoption such as AI drive-thus. Over the next five years, the fast food industry is expected to maintain its growth trajectory, albeit slower. With fast casual restaurants on the rise and consumer spending expected to climb, further revenue growth for the fast food industry is expected. However, the environment is forecast to grow slowly for fast food chains, as many segments within the industry approach saturation. Despite these challenges, successful operations in the industry will likely pivot in response to changing consumer preferences. In this evolving scenario, the concept of fast food is likely to expand beyond its traditional confines to include a broader range of choices. However, intense competition within the industry will continue to put downward pressure on prices, and hence, revenue growth is expected to slow over the next five years. Projections indicate a CAGR of 1.3% over the next five years, bringing the industry revenue to $445.2 billion by 2030.

According to Cognitive Market Research, the global AI Training Dataset Market size will be USD 2962.4 million in 2025. It will expand at a compound annual growth rate (CAGR) of 28.60% from 2025 to 2033.

North America held the major market share for more than 37% of the global revenue with a market size of USD 1096.09 million in 2025 and will grow at a compound annual growth rate (CAGR) of 26.4% from 2025 to 2033.
Europe accounted for a market share of over 29% of the global revenue, with a market size of USD 859.10 million.
APAC held a market share of around 24% of the global revenue with a market size of USD 710.98 million in 2025 and will grow at a compound annual growth rate (CAGR) of 30.6% from 2025 to 2033.
South America has a market share of more than 3.8% of the global revenue, with a market size of USD 112.57 million in 2025 and will grow at a compound annual growth rate (CAGR) of 27.6% from 2025 to 2033.
Middle East had a market share of around 4% of the global revenue and was estimated at a market size of USD 118.50 million in 2025 and will grow at a compound annual growth rate (CAGR) of 27.9% from 2025 to 2033.
Africa had a market share of around 2.20% of the global revenue and was estimated at a market size of USD 65.17 million in 2025 and will grow at a compound annual growth rate (CAGR) of 28.3% from 2025 to 2033.
Data Annotation category is the fastest growing segment of the AI Training Dataset Market

Market Dynamics of AI Training Dataset Market

Key Drivers for AI Training Dataset Market

Government-Led Open Data Initiatives Fueling AI Training Dataset Market Growth

In recent years, Government-initiated open data efforts have strongly driven the development of the AI Training Dataset Market through offering affordable, high-quality datasets that are vital in training sound AI models. For instance, the U.S. government's drive for openness and innovation can be seen through portals such as Data.gov, which provides an enormous collection of datasets from many industries, ranging from healthcare, finance, and transportation. Such datasets are basic building blocks in constructing AI applications and training models using real-world data. In the same way, the platform data.gov.uk, run by the U.K. government, offers ample datasets to aid AI research and development, creating an environment that is supportive of technological growth. By releasing such information into the public domain, governments not only enhance transparency but also encourage innovation in the AI industry, resulting in greater demand for training datasets and helping to drive the market's growth.

India's IndiaAI Datasets Platform Accelerates AI Training Dataset Market Growth

India's upcoming launch of the IndiaAI Datasets Platform in January 2025 is likely to greatly increase the AI Training Dataset Market. The project, which is part of the government's ?10,000 crore IndiaAI Mission, will establish an open-source repository similar to platforms such as HuggingFace to enable developers to create, train, and deploy AI models. The platform will collect datasets from central and state governments and private sector organizations to provide a wide and rich data pool. Through improved access to high-quality, non-personal data, the platform is filling an important requirement for high-quality datasets for training AI models, thus driving innovation and development in the AI industry. This public initiative reflects India's determination to become a global AI hub, offering the infrastructure required to facilitate startups, researchers, and businesses in creating cutting-edge AI solutions. The initiative not only simplifies data access but also creates a model for public-private partnerships in AI development.

Restraint Factor for the AI Training Dataset Market

Data Privacy Regulations Impeding AI Training Dataset Market Growth

Strict data privacy laws are coming up as a major constraint in the AI Training Dataset Market since governments across the globe are establishing legislation to safeguard personal data. In the European Union, explicit consent for using personal data is required under the General Data Protection Regulation (GDPR), reducing the availability of datasets for training AI. Likewise, the data protection regulator in Brazil ordered Meta and others to stop the use of Brazilian personal data in training AI models due to dangers to individuals' funda...

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US Fast Casual Restaurants Market Size 2025-2029

US fast casual restaurants market size is forecast to increase by USD 84.5 billion at a CAGR of 13.7% between 2024 and 2029.

US Fast Casual Restaurants Market is experiencing significant growth, driven by the increasing demand for innovation and customization in food menus. Consumers are seeking more personalized dining experiences, leading to the popularity of fast casual concepts that offer a unique blend of affordability, quality, and convenience. Additionally, the market is witnessing an increasing focus on digitalization of services, with contactless ordering and payment options gaining traction in response to the ongoing pandemic. However, the market faces challenges as well. Intense competition from quick-service restaurants and the need to maintain consistent supply chains pose significant hurdles for market growth.
Regulatory compliance and labor costs also add complexity to the operational landscape. To capitalize on opportunities and navigate challenges effectively, companies must stay abreast of consumer trends and invest in digital technologies to enhance the customer experience. Innovation in menu offerings, sustainable sourcing, and strategic partnerships will be key differentiators in this dynamic market.

What will be the size of the US Fast Casual Restaurants Market during the forecast period?

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 US Fast Casual Restaurants market is experiencing significant growth, driven by various factors. Menu innovation, with an emphasis on vegetarian, vegan, and gluten-free options, caters to diverse dietary preferences and allergies. Customer experience is prioritized through personalized dining, contactless ordering, and mobile payments. Data-driven decision-making and restaurant automation, including artificial intelligence and predictive analytics, optimize operations and reduce labor costs. Franchise models and in-house delivery services expand reach and cater to Generation Z's preference for convenience. Supply chain management and food traceability ensure transparency and sustainability, while omni-channel strategies engage customers through loyalty programs and subscription services.Restaurant analytics provide valuable customer feedback, enabling continuous improvement and operational optimization.

How is this market segmented?

The market research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

Channel

  Dine-in
  Takeaway


Application

  Franchised
  Standalone


Food Type

  Burger/Sandwich
  Pizza/Pasta
  Asian
  Latin American
  Chicken
  Others


Target Audience

  Millennials
  Working Professionals
  Families


Distribution Channel Specificity

  Specialty Chains
  Online Platforms
  Retail Foodservice


Geography

  North America

    US

By Channel Insights

The dine-in segment is estimated to witness significant growth during the forecast period.

Fast casual restaurants in the US and Canada offer a unique dining experience, blending the speed and convenience of fast food with the quality and ambiance of casual dining. These establishments, which have gained popularity in recent years, use fresh ingredients, digital ordering systems, and self-service kiosks to streamline the dining process while maintaining food quality. Employee training is a key focus to ensure consistent customer service and food safety. Menu innovation and healthy options cater to various consumer preferences, including Generation Z and those seeking sustainable practices. In addition, many fast casual restaurants offer catering services, in-house delivery, and third-party delivery through food delivery platforms.

The franchise model is also common in the fast casual industry, allowing for efficient expansion and operational efficiency. Restaurant technology plays a significant role in fast casual operations, with kitchen display systems, labor scheduling, and point-of-sale systems helping to manage inventory and improve efficiency. Digital marketing and social media marketing are essential for customer engagement and loyalty programs. Food trucks and ghost kitchens are emerging trends in the fast casual industry, offering alternative business models and lower overhead costs. Food safety and food quality are top priorities, with strict adherence to industry standards and regulations. The fast casual industry continues to evolve, with dining trends such as virtual brands, subscription services, and data analytics shaping the future of this dynamic market.

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The Dine-in segment was valued at USD 48.90 billion in 2019 and showed a gradual increase during the forecast period.

Market Dynamics

Our researchers analyzed the data with 2024 as the base year,

From 2022 to 2027, Canada is forecast to be one of the fastest-growing markets for Amazon. Sales in the Canadian market will grow at a compound annual growth rate (CAGR) of **** percent, outdoing other leading markets like Italy at **** percent and the United Kingdom (UK) at **** percent. Being headquartered in the United States, Amazon is already a more than established e-retailer in the country, where the expected CAGR will remain at ** percent over the considered period.

The United States data center power market, valued at approximately $14.28 billion in 2025, is projected to experience robust growth, driven by the increasing adoption of cloud computing, big data analytics, and the Internet of Things (IoT). The market's Compound Annual Growth Rate (CAGR) of 6.60% from 2025 to 2033 indicates a significant expansion, fueled by the rising demand for reliable and efficient power solutions within data centers. Key drivers include the need for high-availability power systems to ensure uninterrupted operations, the proliferation of edge computing deployments requiring localized power infrastructure, and the growing focus on energy efficiency to reduce operational costs and environmental impact. Market segmentation reveals a strong demand for UPS systems, generators, and advanced PDUs (Power Distribution Units) across diverse end-user sectors such as IT and telecommunications, BFSI (Banking, Financial Services, and Insurance), and government. The services segment, encompassing system integration, training, maintenance, and consulting, contributes significantly to the overall market value, reflecting the need for specialized expertise in managing complex data center power infrastructure. While specific regional data for the US is not provided, the overall market growth trajectory suggests strong regional performance within the country, particularly in key technology hubs. Competitive dynamics are characterized by the presence of established players like ABB, Eaton, and Schneider Electric, alongside specialized providers catering to niche segments. The market is poised for sustained growth, driven by technological advancements, expanding data center footprint, and increased digital transformation across various sectors. The continued expansion of hyperscale data centers and colocation facilities will be a significant catalyst for market growth throughout the forecast period. This expansion, combined with the increasing demand for higher power density solutions to accommodate denser server deployments and advancements in energy-efficient technologies like renewable energy integration, will further propel the market’s trajectory. The market is witnessing a shift toward more sophisticated power management systems, including intelligent PDUs capable of real-time monitoring and control, enhancing operational efficiency and reducing energy waste. Furthermore, stringent regulatory requirements regarding energy consumption and environmental sustainability are pushing data center operators to adopt greener power solutions, contributing to the demand for advanced and efficient power infrastructure. The integration of smart technologies and predictive maintenance within power systems is also expected to play a vital role in driving market growth by optimizing operational efficiency and minimizing downtime. Recent developments include: December 2023: Eaton, an intelligent power management company, announced the launch of its new Rack PDU G4 (4th generation) that provides a high security and business continuity data center. It also combines with C39 outlets that securely connect both C14 and C20 power cords, backed by a locking mechanism and a built-in high retention system that secures the power cord., November 2023: ABB Ltd announced the launch of the Protecta Power panel board, designed for industrial, commercial, and institutional buildings. It is integrated with digital monitoring and control technology while enhancing durability and safety.. Key drivers for this market are: Growing Rack Power Density, Increase in the Demand for Energy-efficient and Cost-effective Data Centers. Potential restraints include: Growing Rack Power Density, Increase in the Demand for Energy-efficient and Cost-effective Data Centers. Notable trends are: Switched PDU is Anticipated to be Fastest-growing Segment.

Cell Culture Market Growth | Industry Analysis, Size & Forecast Report

Dataset updated: Jun 27, 2024

Provided by: Mordor Intelligence

License: Privacy Policy

Time period: 2019 - 2029

Area: Global

Variables: CAGR, Market size, Market share analysis, Global trends, Industry forecast

Description: The cell culture market is expected to witness a CAGR of 11.0% over the forecast period (2022-2027).

Units: Revenue in USD Billion, Volumes in Units, Pricing in USD

Regions and Countries Covered

Industry Segmentation

Products: Biosafety Equipment, Centrifuges, Cryostorage Equipment, Culture Systems/Bioreactors, Incubators, Pipetting Instruments, Others

Consumables: Media, Sera, Reagents

Application: Biopharmaceuticals, Drug Development, Gene Therapy, Tissue Culture and Engineering, Vaccine Production, Others

Market Players: Thermo Fisher Scientific, Danaher Corporation, Sartorius AG, Merck KGaA, others.

Market Estimates and Statistics

Market Segmentation by Product & Consumables

Market Segmentation by Application

Market Size by Region

The Measurable AI Temu & Fast Fashion E-Receipt Dataset is a leading source of email receipts and transaction data, offering data collected directly from users via Proprietary Consumer Apps, with millions of opt-in users.

We source our email receipt consumer data panel via two consumer apps which garner the express consent of our end-users (GDPR compliant). We then aggregate and anonymize all the transactional data to produce raw and aggregate datasets for our clients.

Use Cases Our clients leverage our datasets to produce actionable consumer insights such as: - Market share analysis - User behavioral traits (e.g. retention rates) - Average order values - Promotional strategies used by the key players. Several of our clients also use our datasets for forecasting and understanding industry trends better.

Coverage - Asia (Japan, Thailand, Malaysia, Vietnam, Indonesia, Singapore, Hong Kong, Phillippines) - EMEA (Spain, United Arab Emirates, Saudi, Qatar) - Latin America (Brazil, Mexico, Columbia, Argentina)

Granular Data Itemized, high-definition data per transaction level with metrics such as - Order value - Items ordered - No. of orders per user - Delivery fee - Service fee - Promotions used - Geolocation data and more - Email ID (can work out user overlap with peers and loyalty)

Aggregate Data - Weekly/ monthly order volume - Revenue delivered in aggregate form, with historical data dating back to 2018.

Most of our clients are fast-growing Tech Companies, Financial Institutions, Buyside Firms, Market Research Agencies, Consultancies and Academia.

Our dataset is GDPR compliant, contains no PII information and is aggregated & anonymized with user consent. Contact business@measurable.ai for a data dictionary and to find out our volume in each country.