Alternative data is characterized as non-traditional data that can give an indicator of a firm's future performance other than conventional sources such as corporate filings, analyst predictions, and management instructions. This information can be utilized in pre-trade investment evaluation as well as to assist investors in monitoring the health of a firm, industry, or nation. The main types of alternative data are credit and debit card transactions, email receipts, geo-location (foot traffic) records, mobile application usage, satellite and weather data, social and sentiment data, web scraped data, and web traffic. Credit card transaction data generates information about consumer purchases, allowing businesses to estimate future spending patterns. Organizations including small and medium-sized enterprises and large enterprises. It is implemented in various verticals such as automotive, BFSI, energy, industrial, IT and telecommunications, media and entertainment, real estate and construction, retail, transportation and logistics. The alternative data market research report is one of a series of new reports from The Business Research Company that provides alternative data market statistics, including alternative data industry global market size, regional shares, competitors with an alternative data market share, detailed alternative data market segments, market trends and opportunities, and any further data you may need to thrive in the alternative data industry. This alternative data market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry. The global alternative data market grew from $3.23 billion in 2022 to $4.74 billion in 2023 at a compound annual growth rate (CAGR) of 46.7%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The alternative data market size is expected to grow to $18.94 billion in 2027 at a CAGR of 41.4%. The rising demand for alternative data from hedge funds is expected to propel the growth of the alternative data market in the coming years. Alternative data (or alt data) is non-financial data that predict financial results. Hedge funds and investment banks are among the top users of alt data as investors seek new data sources to provide speedier insight for improved decision-making. This is primarily since alternative data might aid in understanding the corporate performance and future consequences. According to study in 2020, jointly published by AIMA and SS&C, quizzed nearly 100 hedge fund managers globally, out of which approximately 25% of those surveyed are considered "market leaders" - hedge fund managers who have been using alternative data for more than five years and over two-thirds (69%) of these market leaders are using alternative data to generate outperformance. Moreover, in next one to five years, 61% of market leaders and 82% of the rest of the market expect alternative data to become increasingly popular among hedge funds. Therefore, the rising demand for alternative data from hedge funds drives the growth of the alternative data market. The launch of next-generation platforms has emerged as a key trend in the alternative data market. Major companies operating in the alternative data sector are focusing on introducing next-generation platforms to deliver new and timely insights to researchers, analysts, and businesses. For instance, in October 2020, ESG Data Services Inc., a Canada-based alternative data provider launched the next generation AI-powered ESG data, research, and analytics platform-ESG Analytics. ESG Analytics is an API and web-based solution that uses artificial intelligence (AI) and broad-based alternative data sources to uncover opportunities and risks in social, environmental, and governance practices of companies, ETFs, and countries. Moreover, for investors going beyond the surface details that everyone else uses, ESG Analytics opens them to a world of deep and relevant analysis. In January 2020, The Earnest Research Company, a US-based data analytics company has acquired Alpha Hat Inc. for an undisclosed amount. The acquisition would allow The Earnest Research Company to demonstrate the insights of the new data products of the highest quality and accuracy. Alpha Hat Inc. is a US-based, mobile geolocation intelligence provider that specializes in refining alternative data into actionable insights for investors. Major players in the alternative data market are 1010Data Inc., Advan Research Corporation, Eagle Alpha Ltd., Preqin Ltd., Ravenpack International SL, The Earnest Research Company, Thinknum Inc., UBS Evidence Lab, YipitData, Dataminr Inc., M Science LLC, 7Park Data Inc., Convergence Inc., Geotab Inc., Jumpshot, JWN Energy, and Talkingdata. North America was the largest region in the alternative data market in 2022. The regions covered in the alternative data market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, and Africa. The countries covered in the alternative data market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA. The alternative data market includes revenues earned by entities by providing services such as point-of-sale transactions, web site usage, mobile app or app store analytics, crowdsourcing, and obscure city hall records. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included. The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified). The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products. The global alternative data market is segmented - 1) By Data Type: Credit And Debit Card Transactions, Email Receipts, Geo-location (Foot Traffic) Records, Mobile Application Usage, Satellite And Weather Data, Social And Sentiment Data, Web Scraped Data, Web Traffic 2) By Organization Size: Small and Medium-Sized Enterprises, Large Enterprises 3) By Industry: Automotive, BFSI, Energy, Industrial, IT And Telecommunications, Media And Entertainment, Real Estate And Construction, Retail, Transportation And Logistics

The data acquisition (DAQ) system refers to a system that can measure and record physical or electrical properties to understand the system’s performance. DAQ systems are computer-based measurement systems that help in measuring an electrical or physical phenomenon such as current, voltage, pressure, temperature, or sound. These systems capture and store data from an actual system for further scientific and engineering review. The main types of data acquisition (DAQ) systems are peripheral component interconnect (PCI), LAN extensions for instrumentation (LXI)/ ethernet, VME extensions for instrumentation (VXI), PCI extensions for instrumentation (PXI), universal serial bus (USB), and standalone. The main components include hardware and software. They offer high-speed (>100 ks/s) and low-speed (<100 ks/s). The various applications include research and analysis, manufacturing and quality, asset condition monitoring, and design validation and repair that are used by aerospace and defense, energy and power, automotive and transportation, wireless communication and infrastructure, water and wastewater treatment, healthcare, and food and beverages. The data acquisition (DAQ) system market research report is one of a series of new reports from The Business Research Company that provides data acquisition (DAQ) system market statistics, including data acquisition (DAQ) system industry global market size, regional shares, competitors with a data acquisition (DAQ) system market share, detailed data acquisition (DAQ) system market segments, market trends and opportunities, and any further data you may need to thrive in the data acquisition (DAQ) system industry. This data acquisition (DAQ) system market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry. The global data acquisition (DAQ) system market size grew from $1.77 billion in 2022 to $1.9 billion in 2023 at a compound annual growth rate (CAGR) of 7.8%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The data acquisition (DAQ) system market size is expected to grow to $2.58 billion in 2027 at a CAGR of 7.9%. The increasing demand for automation is significantly driving the growth of the data acquisition (DAQ) system market. Automation refers to the application of technologies with minimal human intervention for producing and delivering goods and services. The majority of the industrial sectors are adopting automated technologies to cut back errors, reduce repetitive tasks, and lower processing costs. The increasing demand for automation in the industries is directly promoting the increased use of data acquisition (DAQ) systems. For instance, according to the Future of Jobs Survey 2020, World Economic Forum, an international non-governmental and lobbying organization, 50% of business leaders are planning to adopt automation of repetitive tasks and 85% of business leaders said that automation will give more time to focus on the important goals to the company. Therefore, the increase in demand for automation is driving the growth of the data acquisition (DAQ) system market. Product innovations are the key trends gaining popularity in the data acquisition (DAQ) system market. The market players are developing innovative products for their market growth strategy. For instance, in November 2021, METIS Cyberspace Technology SA, a US-based Data Acquisition for maritime industry company, launched Ship Connect, the next-generation automated data-acquisition system to enable the development of ship performance analytics and enhance data transfer and monitoring. The system optimizes network bandwidth and transfers the readings to the METIS cloud platform from vessel equipment, making them immediately available for analysis. In July 2021, Spectris plc, a UK-based company operating in high-tech instruments, test equipment, and software acquired Concurrent Real-Time, Inc for an undisclosed amount. Through this acquisition, Spectris plc aims to enhance and grow its market-leading simulator platform businesses and fully integrate hardware-in-the-loop (‘HiL’) technology. Concurrent Real-Time, Inc is a US-based provider of high-performance, real-time computational hardware and software solutions. Major players in the data acquisition (DAQ) system market are Siemens AG, National Instruments Corporation, Keysight Technologies, ABB, Fortive Corporation, Emerson Electric Co., General Electric, Schneider Electric, Honeywell, Agilent Technologies, Advantech Co. Ltd., Yokogawa Electric Corporation, Data Translation Inc., Campbell Scientific Inc., and Teledyne. North America was the largest region in the data acquisition (DAQ) system market in 2022. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the data acquisition (DAQ) system market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, the Middle East, and Africa. The countries covered in the data acquisition (DAQ) system market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA. The data acquisition system market includes revenues earned by entities by providing flight data acquisition services, structural dynamics test systems services, local electronic data capture systems services. The market value includes the value of related goods sold by the service provider or included within the service offering. The data acquisition system market also includes sales of sensor, computers, signal conditioning gear which are used in providing data acquisition system services. Values in this market are ‘factory gate’ values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods. The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified). The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products. The global data acquisition daq system market is segmented - 1) By Type: Peripheral Component Interconnect (PCI), LAN Extensions For Instrumentation (LXI)/ Ethernet, VME Extensions For Instrumentation (VXI), PCI Extensions For Instrumentation (PXI), Universal Serial Bus (USB), Standalone 2) By Component: Hardware, Software 3) By Speed: High-speed (>100 KS/S), Low-speed (<100 KS/S) 4) By Application: Research And Analysis, Manufacturing And Quality, Asset Condition Monitoring, Design Validation And Repair 5) By End User: Aerospace And Defense, Energy And Power, Automotive And Transportation, Wireless Communication And Infrastructure, Water And Wastewater Treatment, Healthcare, Food And Beverages

Data backup and recovery refer to the area of onshore and cloud-based technology solutions that allow enterprises to secure and maintain their data for legal and business requirements. Data backup and recovery are used in the process of making a backup copy of data, keeping it somewhere safe in case it becomes lost or damaged, and then restoring the data to its original location or a secure backup so it can be used once again in operations. The main types of data backup and recovery are service backup, media storage backup, and email backup. The services backup are used to connect systems to a private, public, or hybrid cloud managed by the outside provider in place of doing backups with a centralized, on-premises IT department. The services backup is a method of backing up data that entails paying an online data backup provider for backup and recovery services. The various components of data backup and recovery are software and services that are deployed in the cloud and on-premises. The various industry verticals that use backup and recovery are IT and telecommunications, retail, banking, financial services, and insurance; government and the public sector; healthcare; media and entertainment; manufacturing; education; and other industry verticals. The data backup and recovery market research report is one of a series of new reports from The Business Research Company that provides data backup and recovery market statistics, including data backup and recovery industry global market size, regional shares, competitors with a data backup and recovery market share, detailed data backup and recovery market segments, market trends and opportunities, and any further data you may need to thrive in the data backup and recovery industry. This data backup and recovery market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry. The global data backup and recovery market size grew from $12.18 billion in 2022 to $14.15 billion in 2023 at a compound annual growth rate (CAGR) of 16.2%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The data backup and recovery market size is expected to grow to $23.64 billion in 2027 at a CAGR of 13.7%. An increase in the adoption of cloud data backup is expected to propel the growth of the data backup and recovery market. Cloud backup is storing a copy of a physical or virtual file, database, or other data in a secondary, off-site location in case of equipment failure or other emergencies. Cloud-based data backup helps store data in the cloud, which is accessible anywhere and anytime. This helps make the data safe and easily recoverable. For instance, in November 2020, according to Gartner, a US-based management consulting company, following the COVID-19 crisis, there will be an increase in IT investment toward the cloud, which is predicted to account for 14.2% of all worldwide enterprise IT spending in 2024 as opposed to 9.1% in 2020. Therefore, an increase in the adoption of cloud data backup is driving the growth of the data backup and recovery market. Technological advancement is a key trend gaining popularity in the data backup and recovery market. Major data backup and recovery companies are advancing in their new technologies and research and development to adopt efficient alternatives such as multi-cloud data backup and recovery. Data can be backed up across many cloud services from different providers using multi-cloud data backup and recovery systems. These systems frequently copy backups from one service to another and store them there for disaster recovery. These solutions ought to allow recovery from many sources, ideally. For instance, in June 2022, Backblaze, Inc., a US-based cloud storage and data backup company, partnered with Veritas Technologies LLC. to offer multi-cloud data backup and recovery. Customers who use Backup Exec to synchronise their data backup and recovery procedures can use their combined solution's simple, inexpensive, and S3-compatible object storage. The Backup Exec service from Veritas enables companies to safeguard almost any data on any storage medium, including tape, servers, and the cloud. Veritas Technologies LLC is a US-based data management company. In September 2021, HPE, a US-based information technology company, acquired Zerto for $374 million. Through this acquisition, HPE further transforms its storage business into a cloud-native, software-defined data services company and positions the HPE GreenLake edge-to-cloud platform in the fast-growing data protection sector with a tested solution. Zerto is a US-based company specialising in software for on-premises and cloud data migration, backup, and disaster recovery. Major players in the data backup and recovery market are International Business Machines Corporation (IBM), Oracle Corporation, Dell Inc., Commvault Systems, Inc., NetApp Inc., Microsoft Corporation, Veritas Technologies LLC, Acronis International GmbH, Unitrends Corporation, Hewlett Packard Enterprise, Veeam Software Group GmbH, Rackspace, Inc., Cohesity, Broadcom, Inc., Carbonite, Inc., Actifio Technologies, and Redstor Limited. North America was the largest region in the data backup and recovery market in 2022. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the data backup and recovery market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, the Middle East, and Africa. The countries covered in the data backup and recovery market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, the UK, and the USA. The data backup and recovery market includes revenues earned by entities by providing disks/tape backup, hybrid cloud backup, direct-to-cloud backup, recovery from a local device, recovery from the cloud, and recovery right in the cloud. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included. The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified). The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the chain or as part of other products. The global data backup and recovery market is segmented - 1) By Backup Type: Service Backup, Media Storage Backup, Email Backup 2) By Component: Software, Services 3) By Deployment Type: Cloud, On-Premises 4) By Industry Vertical: IT and Telecommunications, Retail, Banking, Financial Services, and Insurance, Government and Public Sector, Healthcare, Media and Entertainment, Manufacturing, Education, and Other Industry Verticals

Big data and analytics is the use of certain advanced analytics techniques on big data or very large datasets to generate business insights. It begins with data collection with predefined templates and forms, followed by data maintenance, data processing, and data analysis. The main analytics tools of big data and analytics are dashboard and data visualization, self-service tools, data mining and warehousing, reporting and others. Data visualization is the method of converting big data sets and metrics into charts, graphs, and other graphics. The resulting visual representation of data makes it easier to detect and convey real-time patterns, outliers, and fresh insights about the data. The analytics tools are deployed through on-premise and cloud mode for customer analytics, supply chain analytics, marketing analytics, pricing analytics, spatial analytics, workforce analytics, risk and credit analytics, transportation analytics and others. The big data tool and analytics are used by various end-use industries such as BFSI, retail, manufacturing, IT and telecom, government, healthcare, utility, others. The big data and analytics market research report is one of a series of new reports from The Business Research Company that provides big data and analytics market statistics, including big data and analytics industry global market size, regional shares, competitors with a big data and analytics market share, detailed big data and analytics market segments, market trends and opportunities, and any further data you may need to thrive in the big data and analytics industry. This big data and analytics market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry. The global big data and analytics market size will grow from $92.06 billion in 2022 to $104.19 billion in 2023 at a compound annual growth rate (CAGR) of 13.2%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The global big data and analytics market size is expected to grow to $172.84 billion in 2027 at a CAGR of 13.5%. The growing investments in business intelligence, data analytics tools by major companies, and increasingly adopting different styles of analytics to resolve their business imperatives and personalize the service or product according to the customers' aspirations boosts the growth of the big data and analytics market. For instance, CostCo., a major retailer that collects its customer's data on purchases to provide personalized service was able to warn its customers who bought stone fruits to warn them of possible contamination using the analytics software instead of sending a blanket message to everyone. This increasing need to personalize the service to cater to the customers compels businesses to invest in data analytics tools, thereby increasing demand for the big data and analytics market. The shortage of skilled professionals is a major restraint for the big data and analytics market. Developing hardware, software and system integration require trained and specialized resources to handle data preparation, create predictive models, and integrate these into applications. The resources are either unavailable or too expensive to hire, which stifles the growth of the big data and analytics market. According to the US Bureau of Labor Statistics, 11.5 million new jobs will be created for data science and analytics by the year 2026. However, the lack of a skilled workforce to occupy the job vacancies hinders market growth. The agile process' success in software development and the development of the latest technologies have made it very popular in the innovation industry. Few leading-edge organizations use an agile approach to manage their data systems. Agile is a technique for designing applications or handling operations more effectively in IT organizations. Broadly, it's a collaborative methodology where cross-functional teams develop and create minimally viable products (MVPs) and features quickly, test them with consumers, and optimize and improve them in rapid iterations. The agile process helps to make changes in the workflow even in the later stages, which will help to work in the best interests of the client. Agile organizations have a 70% chance of being in the top quartile of organizational health, indicating the best long-term performance amongst competitors. These companies become more customer-centric, have higher revenue growth, and a more engaged workforce. In April 2022, Accenture, a global information technology company acquired Ergo for an undisclosed amount. The acquisition will broaden the Cloud First capabilities of Accenture and increases its customer base in the Hispanic South American market. Ergo is an Argentinian big data, analytics and artificial intelligence (AI) company. Major players in the big data and analytics market are IBM Corporation, Oracle Corporation, Microsoft Corporation, SAP SE, SAS Institute Inc., Teradata Corporation, Accenture, Salesforce, Cisco Systems, Tableau Software, Hewlett Packard Enterprise Development LP., Amazon Web Services,, Dell Inc., Cloudera, Musigma, Informatica, Alpine Data Labs, Alteryx, Amazon Web Services, BigML, Cognonto Corp., Couchbase, Inc., and Dataiku. Asia-Pacific was the largest region in the big data and analytics market in 2022. North America was the second largest region in the global big data and analytics market. The regions covered in the global big data and analytics market are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, the Middle East, and Africa. The countries covered in the big data and analytics market are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK and USA. The big data and analytics market includes revenues earned by entities by offering software used for data mining and predictive modeling. The sales consist of revenues generated by establishments that are primarily engaged in the development of software for big data and analytics like Hadoop, Tableau and Qubole. Values in this market are factory gate values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods. Only goods and services traded between entities or sold to end consumers are included. The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified). The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products. The global big data and analytics market is segmented - 1) By Analytics Tools: Dashboard & Data Visualization, Self-Service Tools, Data Mining & Warehousing, Reporting, Other Analytics Tools 2) By Deployment Mode: On-Premise, Cloud 3) By End Use Industry: BFSI, Retail, Manufacturing, IT and Telecom, Government, Healthcare, Utility, Other End Use Industries 4) By Application: Customer Analytics, Supply Chain Analytics, Marketing Analytics, Pricing Analytics, Spatial Analytics, Workforce Analytics, Risk & Credit Analytics, Transportation Analytics, Other Applications

Big data and analytics is the use of certain advanced analytics techniques on big data or very large datasets to generate business insights. It begins with data collection with predefined templates and forms, followed by data maintenance, data processing, and data analysis. The main deployment mode of big data and analytics are on-premise and cloud. Cloud analytics is a service that performs data analysis and business intelligence operations in the cloud, either public or private. Cloud analytics firms assist enterprises in rapidly scaling by lowering the costs and administrative burden of on-premises hardware. The services are offered to small and medium-sized enterprises (SMEs), large Enterprises for customer analytics, supply chain analytics, marketing analytics, pricing analytics, spatial analytics, workforce analytics, risk & credit analytics, transportation analytics and others. The services are used by different industrial verticals such as transportation and logistics, BFSI, travel and hospitality, healthcare and life sciences, manufacturing, among others. The data and analytics services market research report is one of a series of new reports from The Business Research Company that provides data and analytics services market statistics, including data and analytics services industry global market size, regional shares, competitors with a data and analytics services market share, detailed data and analytics services market segments, market trends and opportunities, and any further data you may need to thrive in the data and analytics services industry. This data and analytics services market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry. The global big data and analytics services market size will grow from $121.65 billion in 2022 to $137.23 billion in 2023 at a compound annual growth rate (CAGR) of 12.8%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The global big data and analytics services market size is expected to grow to $221.44 billion in 2027 at a CAGR of 12.7%. The increasing growth of integration of internet of things in daily lives is a key factor driving the growth of the big data and analytics services market. When organizations take a hold of the data for the purpose of research, IoT serves as a major source for that data and this is the point where the position of big data in IoT comes into the picture. IoT devices produce a huge amount of unstructured data, which are stored in the big data network and this data largely depends on 3V factors such as volume, velocity and variety. About 44 trillion gigabytes of data is were generated by the Internet of Things in the year 2020. With the increasing number of connected devices, in 2020, more than 10 billion sensors and computers were connected to the Internet. Therefore, increasing growth of internet of things is expected to drive the growth of the big data and analytics services market. The issues with integration of information collected from various data sources is a key factor hampering the growth of the big data and analytics services market. Big Data Integration integrates data from a variety of sources and software formats and offers a converted and coherent view of the collected data to the consumers. Data from a wide variety of sources use different priorities and rates and can be easily de-synchronized from the source system. For instance, many companies collect data from various sources such as customer relationship management (CRM) systems, enterprise resource planning (ERP) systems and specific types of data stored in different formats. However, such data variability could not be enabled by a single integration platform, everything must be homogenized for accurate and efficient analysis. Therefore, issues with integration of information collected from various data sources is expected to limit the growth of the big data and analytics services market. The continuous intelligence is a key trend in the big data and analytics services market. Continuous intelligence is a device that has combined real-time analytics with business operations, it makes use of historical and current knowledge to improve decision-making or to help make decisions. It leverages a variety of technologies such as optimization, business rule management, event stream processing, augmented analytics, and machine learning. Many companies leveraged continuous intelligence to achieve (or retain) a competitive advantage throughout 2020. Also, Gartner expects that by 2022 more than 50 per cent of the modern business structure will use continuous intelligence that uses real-time context data to improve decisions. In April 2022, Accenture PLC., an Ireland-based provider of consulting and information technology services acquired Ergo for an undisclosed amount. The acquisition is expected to expand Accenture’s Cloud First capabilities to support clients in the Hispanic South American market, which includes Argentina, Chile, and Colombia, in driving data-led transformations. Ergo is an Argentina-based data-centered business. Major players in the big data and analytics services market are IBM Corporation, Oracle Corporation, Microsoft Corporation, SAP SE, TIBCO Software Inc., Teradata Corporation, Amazon Web Services, SAS Institute Inc., Tableau Corporation, Alteryx, SiSense, Splunk Inc., Google, AWS, Talend, Salesforce, Micro Focus, HPE, MicroStrategy, Adobe, ThoughtSpot, Qlik, Informatica, Cloudera, Palantir Technologies, VMware Inc., Treasure Data, Inc., Striim, Splice Machine, Pentaho and New Relic. The Asia-Pacific was the largest region in the big data and analytics services market in 2022. Asia-Pacific is expected to be the fastest-growing region in the global big data and analytics services market during the forecast period. The regions covered in the global big data and analytics services market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, the Middle East, and Africa. The countries covered in the big data and analytics services market are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK and USA. The big data and analytics services market includes revenues earned by entities by offering services that are used in customer analytics, supply chain analytics, marketing analytics, transportation analytics, spatial analytics, risk and credit analytics. Big data analytics services examine vast amounts of data to uncover hidden trends, similarities, and other insights, enabling organizations to analyze and optimize their data to discover new opportunities. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included. The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified). The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products. The global big data and analytics services market is segmented - 1) By Deployment Mode: On-Premise, Cloud, Other Deployment Mode 2) By Application: Customer Analytics, Supply Chain Analytics, Marketing Analytics, Pricing Analytics, Spatial Analytics, Workforce Analytics, Risk & Credit Analytics, Transportation Analytics., Other Applications 3) By Vertical: Transportation And Logistics, BFSI, Travel And Hopitality, Healthcare And Life Sciences, Manufacturing, Other Verticals 4) By Organization Size: Small and Medium-sized Enterprises (SMEs), Large Enterprises

The data integration refer to a process of collecting data from multiple sources together to provide users with a unified view used for operational and analytical processes. These data integration sources include multiple data cubes, databases, or flat files. Data integration aims to help understand what numerous data sources are pointing out. The main types of components in the data integration market are tools, services, professional services and managed services. The data integration software tools are used to combine data into a single or unified view. The data integration tools perform mapping, transformation, and data cleansing processes. Data integration is mainly deployed through cloud or on-premises in the large enterprises, small enterprises and medium enterprises. The industry verticals using data integration include BFSI, retail and consumer goods, media and entertainment, manufacturing, energy and utilities, healthcare and life sciences, telecom and it, government and defense, transportation and logistics and travel and hospitality. The data integration market research report is one of a series of new reports from The Business Research Company that provides data integration market statistics, including data integration industry global market size, regional shares, competitors with an data integration market share, detailed data integration market segments, market trends and opportunities, and any further data you may need to thrive in the data integration industry. This data integration market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry. The global data integration market size grew from $12.03 billion in 2022 to $13.36 billion in 2023 at a compound annual growth rate (CAGR) of 11.1%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The data integration market size is expected to grow to $20.58 billion in 2027 at a CAGR of 11.4%. The rise in big data technologies is expected to propel the data integration market. Big data technologies are rising due to the need for handling extensive, random, and high-velocity data and enabling decision-makers to limit risks, discover new insights and improve decision-making. This rise in big data technologies will create a huge demand for data integration as it is an essential part of big data technologies and a crucial step before analyzing big data for insights. The data integration combines data in a simple and unified manner that helps for easy analysis of data during the use of big data technologies. For instance, according to the data by the MicroStrategy Incorporated, an American company providing business intelligence, mobile software, and cloud-based services, in 2020, 59% of organizations worldwide used big data analytics and nearly 52% of companies globally leveraged advanced and predictive analytics. Therefore, the rise in big data technologies will drive the data integration market. Technological advancement is a key trend gaining popularity in the data integration market. The market is witnessing the implementation of next-generation technologies into data integration such as data warehousing, data virtualization, artificial intelligence (AI), machine learning (ML), and others. The advanced data integration tools make the process even more effective, and enable advanced automation, ease of use, and flexible approach while enhancing multiple use cases. Major companies operating in the data integration market are focused on providing technologically advanced data integration solutions and services to strengthen their market position. For instance, in May 2021, TIBCO Software Inc., a US-based software company launched TIBCO Data Virtualization and TIBCO EBX technologies in its Unify data management portfolio, with groundbreaking advancements. These solutions significantly strengthen an organization's data fabric, allowing users to realize the immense potential of data. These solutions offer ease of use with no technical knowledge, offer a flexible approach, and enable users to unify, manage and innovate with the data. In February 2022, Software AG, a Germany-based software company acquired StreamSets for an undisclosed amount. With this acquisition, Software AG will enter into the cloud data integration market segment by cross-selling and building collaborative iPaaS services. StreamSets is a US-based software development company that offers a modern data integration platform. Major players in the data integration market are IBM, Microsoft, SAP, Oracle, SAS Institute, Informatica, Talend, Cisco Systems Inc., Actian Corporation, Denodo Technologies, HVR, Precisely, Software AG, Salesforce, Qlik, TIBCO, Hevo, Hitachi Vantara, Adeptia and Jitterbit. North America was the largest region in the data integration market in 2022. The regions covered in the data integration market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, the Middle East, and Africa. The countries covered in the data integration market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, the UK, and the USA. The data integration market includes revenues earned by entities by providing master data management services, data federation management, data warehousing. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included. The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified). The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products. The global data integration market is segmented - 1) By Component: Tools, Services, Professional Services, Managed Services 2) By Deployment Mode: Cloud, On-Premises 3) By Organization: Large Enterprises, Small Enterprises, Medium Enterprises 4) By Industry Vertical: BFSI, Retail And Consumer Goods, Media And Entertainment, Manufacturing, Energy And Utilities, Healthcare And Life Sciences, Telecom And IT, Government And Defense, Transportation And Logistics, Travel And Hospitality, Academia and Research

Database software is designed to create databases and store, manage, search, and retrieve information. The main types of database software are database operation management, and database maintenance management. Database operation management refers to database software that develops, and supports structured data to maximize the value of data across the enterprise. The database software is used by BFSI (banking, financial services, and insurance), IT and telecommunication, media and entertainment, healthcare, aerospace & defense, and other end-users and deployed through cloud and on-premise. The database software market research report is one of a series of new reports from The Business Research Company that provides database software market statistics, including database software industry global market size, regional shares, competitors with a database software market share, detailed database software market segments, market trends and opportunities, and any further data you may need to thrive in the database software industry. This database software market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry. The global database software market size will grow from $142.03 billion in 2022 to $163.93 billion in 2023 at a compound annual growth rate (CAGR) of 15.4%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The global database software market size is expected to grow to $274.48 billion in 2027 at a CAGR of 13.8%. Businesses that engage with various types of data for analysis and making future decisions in today's data-driven world must be able to store data without difficulties and with simplicity. The rise of data-driven firms and e-commerce companies will significantly drive and fuel the database software market on a global basis. For instance, according to Forrester, businesses that rely on database management software tools to make decisions are 58% more likely to beat their revenue goals than non-data driven companies. Therefore, this continued increase in data driven businesses drives the database software market. A rising number of security concerns are expected to limit the growth of companies in the database software market during the forecast period. Security concerns have been increasing in recent times due to online availability of personal data. The database software store large databases online and these data of stakeholders/customers are accessed by teams around the globe which poses the potential for mistreatment of data. The data in the database software and other software faces security concerns including corporate/competitive espionage, fraud, ID theft, nations-state espionage and unauthorized sales of data to third-party. These issues restrict the growth of database software. For example, according to Cybersecurity Ventures, a global cyber economy researcher, cybercrime is expected to cost the world $10.5 trillion annually by 2025. The cybercrime costs cover stolen money, lost productivity, theft of intellectual property, theft of personal and financial data, damage and destruction of data, embezzlement, fraud, and others. Thus, the rising number of security concerns will limit the growth of the database software market. With Big Data gaining traction, database software companies are focusing on products to store and process Big Data. Databases such as SQL or NoSQL are tools to store, process and analyze Big Data. Efficient processing and storing of big data enable organizations to gather key insights and patterns from the available data and helps them in making intelligent decisions based on the same. Database software companies are therefore investing in adding new features to enable faster and more effective management of huge volumes of data. Some of the major database software tools include AWS DynamoDB, Azure Cosmos DB, and Amazon DocumentDB. In October 2021, Rocket Software, an American software development firm acquired the database and tools products of Zumasys Inc. for an undisclosed amount. The acquisition enables Rocket to innovate and offer products at scale. Zumasys Inc. is a US-based provider of MultiValue database software. Major players in the database software market are Oracle, Microsoft, IBM, SAP, Amazon, Redis, Teradata, Couch base, SQLite, MongoDB, Tandem, Mark Logic, ArangoDB, MariaDB, TablePlus, EnterpriseOB, RavenDB, NCR, Pervasive Software, FileMaker Inc., Software AG, HP (Vertica System), Informatica Corporation, InterSystems, iWay Software (subsidiary of IBI), MetaMatrix (subsidiary of Red Hat), Actian Corporation. North America was the largest region in the database software market in 2022. Asia-Pacific was the second largest region in the global database software market. The regions covered in the global database software market are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, the Middle East, and Africa. The countries covered in the database software market are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK and USA. The database software market includes revenues earned by entities by developing and distributing software that are used to develop, modify and maintain database records and files. This software enables users to store data in the form of tables, fields and columns and recover them directly and/or through programmatic access. Database software is used for several reasons ranging from compiling client lists, maintaining bookkeeping tasks to running online web site. Values in this market are factory gate values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods. Only goods and services traded between entities or sold to end consumers are included. The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified). The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products. The global database software market is segmented - 1) By Type: Database Operation Management, Database Maintenance Management 2) By End User: BFSI [Banking and Financial Services], IT & Telecommunication, Media & Entertainment, Healthcare, Aerospace & Defense, Other End-Users 3) By Deployment: Cloud, On-Premise

Database software is designed to create databases and store, manage, search, and retrieve information. Storage & Backup Software is an application used to store data, make duplicate copies of the data to protect it, and make it recoverable in the event of loss, damage, or malware infection. The main types of database, storage and backup software are database software, middleware software, and storage and backup software. A database software is a software program that is designed to create, edit, and maintain database files and records. They are deployed using models such as on-demand/cloud model and on-premise model. These are mostly used in industries such as BFSI, media and entertainment, it and telecommunications, energy and utilities, government and public sector, retail and consumer goods, manufacturing and others. The database, storage and backup software publishing market research report is one of a series of new reports from The Business Research Company that provides database, storage, and backup software publishing market statistics, including database, storage and backup software publishing industry global market size, regional shares, competitors with a database, storage and backup software publishing market share, detailed database, storage and backup software publishing market segments, market trends and opportunities, and any further data you may need to thrive in the database, storage and backup software publishing industry. This database, storage and backup software publishing market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry. The global database, storage & backup software publishing market grew from $232.42 billion in 2022 to $258.5 billion in 2023 at a compound annual growth rate (CAGR) of 11.2%. The Russia-Ukraine war disrupted the chances of global economic recovery from the COVID-19 pandemic, at least in the short term. The war between these two countries has led to economic sanctions on multiple countries, a surge in commodity prices, and supply chain disruptions, causing inflation across goods and services and affecting many markets across the globe. The database, storage & backup software publishing market is expected to grow to $382.41 billion in 2027 at a CAGR of 10.3%. The outbreak of COVID-19 disease (COVID-19) is expected to drive the database, storage & backup software publishing market in the forecast period as an increasing number of people are working from home due to lockdowns imposed by governments globally that restrict the gathering of people in public places. COVID-19 is an infectious disease with flu-like symptoms including fever, cough, and difficulty in breathing. The virus was first identified in 2019 in Wuhan, Hubei province of the People's Republic of China and spread globally including Western Europe, North America and Asia. Steps by national governments to contain the transmission have resulted in people working from home by accessing work-related systems and applications through the cloud. Uncertainty surrounding the duration of the spread of COVID-19 is expected to lead to more companies adopting cloud technology to support their employees working from home, thereby driving market growth. With technological advances in cloud computing and the continuous requirement of updating in-house IT infrastructure, companies are witnessing a rising demand for public cloud platforms. A public cloud is a service based on the standard cloud computing model, in which a service provider makes resources, such as virtual machines (VMs), applications or storage, available to the general public over the Internet. Companies are increasingly opting for public cloud platforms to minimize their costs as the public cloud provides services on a pay-as-you-go model, the need for organizations to invest in and maintain their own in-house IT resources, and enables scalability to meet workload and user demands. In March 2020, Quantum a US-based, digital storage company acquired Western Digital Technology's ActiveScale's object storage software. This acquisition helps Quantum Corporation to expand its products and services in the object storage market. Western Digital Technology is a computer hard disk drive manufacturer and data storage company. It is headquartered is in San Jose, California, United States. Major companies in the database, storage & backup software publishing market include Google, Broadcom Ltd., NetApp Inc., NEC Corporation, Altice NV and Commvault Systems, Inc. Asia-Pacific was the largest region in database, storage & backup software publishing market in 2022. North America was the second largest region in database, storage & backup software publishing market. The regions covered in the database, storage & backup software publishing market are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa. The countries covered in the database, storage & backup software publishing market report are Argentina, Australia, Austria, Belgium, Brazil, Canada, Chile, China, Colombia, Czech Republic, Denmark, Egypt, Finland, France, Germany, Hong Kong, India, Indonesia, Ireland, Israel, Italy, Japan, Malaysia, Mexico, Netherlands, New Zealand, Nigeria, Norway, Peru, Philippines, Poland, Portugal, Romania, Russia, Saudi Arabia, Singapore, South Africa, South Korea, Spain, Sweden, Switzerland, Thailand, Turkey, UAE, UK, USA, Venezuela and Vietnam. The database, storage and backup software publishing market includes revenues earned by entities by developing and distributing software programs or utilities used for creating, editing and maintaining database files and records. It allows users to store data in the form of structured fields, tables and columns, which can then be retrieved directly and/or through programmatic access. Values in this market are ‘factory gate’ values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods. Only goods and services traded between entities or sold to end consumers are included. The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified). The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products. The global database, storage and backup software publishing market is segmented - 1) By Type: Database Software, Middleware Software, Storage And Backup Software 2) By End-User Industry: BFSI, Media And Entertainment, IT and Telecommunications, Energy And Utilities, Government And Public Sector, Retail And Consumer Goods, Manufacturing, Other End-User Industries 3) By Deployment Model: On-Demand/Cloud, On-Premise