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    Data And Analytics Software Market

    ID: MRFR/ICT/26938-HCR
    128 Pages
    Shubham Munde
    October 2025

    Data And Analytics Software Market Research Report By Deployment Model (On-premises, Cloud), By Data Source (Structured, Unstructured), By Data Type (Big data, Enterprise data), By Application (Data visualization, Data mining, Predictive analytics), By Industry (BFSI (Banking, Financial Services and Insurance), Healthcare, Retail) and By Regional (North America, Europe, South America, Asia Pacific, Middle East and Africa) - Forecast to 2035

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    Data And Analytics Software Market Infographic

    Data And Analytics Software Market Summary

    As per MRFR analysis, the Data And Analytics Software Market was estimated at 130.85 USD Billion in 2024. The Data And Analytics Software industry is projected to grow from 143.57 USD Billion in 2025 to 363.09 USD Billion by 2035, exhibiting a compound annual growth rate (CAGR) of 9.72 during the forecast period 2025 - 2035.

    Key Market Trends & Highlights

    The Data and Analytics Software Market is experiencing robust growth driven by technological advancements and evolving business needs.

    • Cloud adoption accelerates in North America, solidifying its position as the largest market for data and analytics software.
    • AI and machine learning integration is becoming increasingly prevalent, particularly in the Asia-Pacific region, which is the fastest-growing market.
    • A heightened focus on data governance is emerging, especially within structured data segments, which remain the largest.
    • Rising demand for data-driven decision making and increased investment in digital transformation are key drivers propelling market expansion.

    Market Size & Forecast

    2024 Market Size 130.85 (USD Billion)
    2035 Market Size 363.09 (USD Billion)
    CAGR (2025 - 2035) 9.72%

    Major Players

    Microsoft (US), IBM (US), Oracle (US), SAP (DE), SAS (US), Tableau (US), Qlik (SE), Alteryx (US), Domo (US)

    Data And Analytics Software Market Trends

    The Data And Analytics Software Market is currently experiencing a transformative phase, driven by the increasing demand for data-driven decision-making across various sectors. Organizations are recognizing the necessity of harnessing vast amounts of data to gain insights that can enhance operational efficiency and foster innovation. This shift towards data-centric strategies is prompting businesses to invest in advanced analytics tools that facilitate real-time data processing and visualization. As a result, the market is witnessing a surge in the adoption of cloud-based solutions, which offer scalability and flexibility, allowing companies to adapt to changing market dynamics more effectively. Moreover, the integration of artificial intelligence and machine learning technologies into data analytics platforms is reshaping the landscape. These advancements enable organizations to automate data analysis processes, uncover hidden patterns, and predict future trends with greater accuracy. Consequently, the Data And Analytics Software Market is poised for substantial growth, as enterprises seek to leverage these technologies to maintain a competitive edge. The ongoing evolution of regulatory frameworks surrounding data privacy and security also plays a crucial role in shaping market dynamics, as companies must navigate compliance while maximizing the value derived from their data assets.

    Cloud Adoption Accelerates

    The trend towards cloud-based data and analytics solutions is gaining momentum, as organizations seek to leverage the benefits of scalability and cost-effectiveness. This shift allows businesses to access advanced analytics tools without the need for extensive on-premises infrastructure.

    AI and Machine Learning Integration

    The incorporation of artificial intelligence and machine learning into data analytics platforms is becoming increasingly prevalent. These technologies enhance the ability to analyze large datasets, automate processes, and derive actionable insights, thereby improving decision-making.

    Focus on Data Governance

    As data privacy concerns rise, organizations are placing greater emphasis on data governance frameworks. This trend reflects a commitment to ensuring data integrity, security, and compliance with regulatory standards, which is essential for building trust with stakeholders.

    The increasing reliance on data-driven decision-making across various sectors suggests a robust growth trajectory for the global data and analytics software market, as organizations seek to harness insights for competitive advantage.

    U.S. Department of Commerce

    Data And Analytics Software Market Drivers

    Growing Regulatory Compliance Requirements

    The Data And Analytics Software Market is also influenced by the growing need for regulatory compliance across various industries. Organizations are required to adhere to stringent data protection regulations, such as GDPR and CCPA, which necessitate the implementation of robust data governance frameworks. As a result, companies are investing in data analytics solutions that not only facilitate compliance but also enhance data security and privacy. This trend is likely to drive the demand for analytics software that offers comprehensive compliance features. The increasing focus on data governance is expected to propel the Data And Analytics Software Market, as organizations seek to mitigate risks associated with non-compliance.

    Emergence of Advanced Analytics Technologies

    The Data And Analytics Software Market is witnessing the emergence of advanced analytics technologies, including predictive analytics, natural language processing, and machine learning. These technologies are transforming how organizations analyze and interpret data, enabling them to uncover hidden patterns and insights. The integration of artificial intelligence into analytics tools is particularly noteworthy, as it enhances the accuracy and efficiency of data processing. As organizations increasingly adopt these advanced technologies, the Data And Analytics Software Market is poised for significant growth. Analysts project that the market for advanced analytics solutions could reach 100 billion dollars by 2026, indicating a robust demand for innovative data analytics tools.

    Rising Demand for Data-Driven Decision Making

    The Data And Analytics Software Market is experiencing a notable surge in demand as organizations increasingly recognize the value of data-driven decision making. Companies are leveraging analytics to enhance operational efficiency, improve customer experiences, and drive innovation. According to recent estimates, the market is projected to grow at a compound annual growth rate of approximately 25 percent over the next five years. This growth is fueled by the need for real-time insights and predictive analytics, which enable businesses to make informed decisions swiftly. As organizations strive to remain competitive, the adoption of data analytics tools becomes essential, thereby propelling the Data And Analytics Software Market forward.

    Increased Investment in Digital Transformation

    The Data And Analytics Software Market is benefiting from heightened investments in digital transformation initiatives across various sectors. Organizations are allocating substantial budgets to modernize their IT infrastructure and integrate advanced analytics capabilities. This trend is evident as companies aim to harness the power of big data and cloud computing to enhance their analytical capabilities. Reports indicate that spending on digital transformation technologies is expected to exceed 2 trillion dollars by 2025. Such investments are likely to drive the demand for sophisticated data analytics solutions, thereby fostering growth within the Data And Analytics Software Market.

    Expansion of Internet of Things (IoT) Ecosystem

    The Data And Analytics Software Market is significantly impacted by the expansion of the Internet of Things (IoT) ecosystem. As more devices become interconnected, the volume of data generated is increasing exponentially. Organizations are leveraging data analytics to derive actionable insights from this vast amount of information, which can enhance operational efficiency and drive innovation. The IoT analytics market is projected to grow substantially, with estimates suggesting it could reach 30 billion dollars by 2025. This growth is likely to create new opportunities for data analytics software providers, thereby stimulating further expansion within the Data And Analytics Software Market.

    Market Segment Insights

    By Deployment Model: Cloud (Largest) vs. On-premises (Fastest-Growing)

    In the Data And Analytics Software Market, the deployment model segment is notably divided between on-premises and cloud solutions. Currently, cloud deployment holds the largest share of the market, thanks to its scalability, accessibility, and cost-effectiveness. On-premises solutions, while trailing, are gaining traction among organizations that prioritize data security and control over their infrastructure, thus carving out a significant portion of the market.

    Deployment Model: Cloud (Dominant) vs. On-premises (Emerging)

    Cloud deployment in the Data And Analytics Software Market is characterized by its flexibility and the ability to offer real-time analytics and data processing solutions. This model allows businesses to access data from anywhere, facilitating remote work and collaboration. On the other hand, on-premises deployment, though considered emerging, is increasingly favored by enterprises seeking to maintain stringent control over their data. This model is often associated with higher upfront costs but offers greater data security, which appeals to sectors like finance and healthcare. As regulatory requirements intensify, on-premises solutions may experience rapid growth due to organizations prioritizing compliance and data sovereignty.

    By Data Source: Structured (Largest) vs. Unstructured (Fastest-Growing)

    In the Data And Analytics Software Market, data sourced from structured data currently holds the largest share, primarily due to its prevalent use in traditional analytics processes. Structured data, organized in a highly defined format, is easier to collect and analyze, thus driving its dominance. On the other hand, unstructured data is rapidly gaining ground, with organizations increasingly recognizing its potential to yield valuable insights that structured data might miss. As more businesses embrace diverse data sources, the market share dynamics between these two segments are evolving.

    Data Types: Structured (Dominant) vs. Unstructured (Emerging)

    Structured data remains the dominant force in the Data And Analytics Software Market, characterized by its organization into defined fields such as databases and spreadsheets. This predictability allows businesses to execute analytics efficiently, leading to established practices and methodologies around its use. In contrast, unstructured data is emerging as a crucial segment, encompassing data types like social media posts, emails, and multimedia files. Although more complex to analyze, advancements in technologies such as AI and natural language processing are facilitating the extraction of insights from unstructured data, thereby propelling its growth as businesses seek to enhance customer engagement and decision-making with comprehensive data analysis.

    By Data Type: Big Data (Largest) vs. Enterprise Data (Fastest-Growing)

    In the Data and Analytics Software Market, the distribution of market share between Big Data and Enterprise Data reveals significant insights. Big Data currently holds the largest share, driven by its capacity to manage vast amounts of complex data. Organizations increasingly leverage big data analytics to gain insights and enhance decision-making processes. Conversely, Enterprise Data is rapidly gaining traction and is recognized as the fastest-growing segment, reflecting a growing emphasis on data integrity and accessibility across enterprises. This shift is a testament to the value organizations place on structured data within their operations.

    Data Type: Big Data (Dominant) vs. Enterprise Data (Emerging)

    Big Data stands out as the dominant player in the Data and Analytics Software Market, characterized by its ability to process and analyze extensive datasets from various sources. Organizations utilizing Big Data benefit from advanced analytics that drive strategic initiatives and foster innovation. It plays a crucial role in predictive analytics and customer behavior analysis. On the other hand, Enterprise Data, while categorized as emerging, is quickly becoming essential due to the growing need for effective data governance and compliance. This rising trend is also spurred by digital transformation initiatives that require a strong framework for data utilization across business processes. Together, these segments illustrate the diverse approaches organizations adopt in leveraging data for business advantage.

    By Application: Data Visualization (Largest) vs. Predictive Analytics (Fastest-Growing)

    In the Data And Analytics Software Market, the application segment is primarily dominated by data visualization, which plays a crucial role in helping organizations interpret complex data sets through visual representation. Data mining follows, providing valuable insights from vast databases, while predictive analytics, although smaller in market share, is rapidly gaining traction as businesses seek to leverage historical data for future forecasting. The competition among these applications is reshaping market dynamics, reflecting the increasing emphasis on data-driven decision-making. Growth trends within this segment show significant momentum for predictive analytics, spurred by advancements in machine learning and artificial intelligence. Organizations are increasingly adopting these tools to improve operational efficiency and drive innovation. Data visualization remains essential, but its growth is more stable as it serves as a foundational tool for data interpretation. Overall, the drive towards real-time analytics is propelling interest in predictive capabilities, marking them as a key growth area within the market.

    Data Visualization (Dominant) vs. Data Mining (Emerging)

    Data visualization is established as the dominant application within the Data And Analytics Software Market, as it provides essential capabilities for translating complex data into understandable formats. Its users span various sectors, from retail to finance, leveraging dashboards and visual reports to enhance strategic decision-making. In contrast, data mining, though classified as emerging, is carving out a significant niche, particularly in sectors focused on leveraging big data to extract actionable insights. This application employs sophisticated algorithms to identify patterns and correlations hidden within massive datasets, demonstrating its growing importance as organizations strive to optimize their operations and marketing strategies through data insights. While data visualization simplifies consumption, data mining enriches understanding, making both applications critical for comprehensive data strategy.

    By Industry: BFSI (Largest) vs. Healthcare (Fastest-Growing)

    In the Data and Analytics Software Market, the BFSI sector stands out as the largest segment, commanding a significant market share through advanced analytical solutions that enhance financial processes and customer engagement. This industry's reliance on data to drive decisions and mitigate risks positions it as a leader in adopting analytics, ahead of the healthcare sector which, while smaller currently, is rapidly gaining momentum. Healthcare utilizes analytics to improve patient care, optimize operations, and manage healthcare data, thus marking its presence in this competitive landscape.

    BFSI: Dominant vs. Healthcare: Emerging

    The BFSI sector dominates the Data and Analytics Software Market, driven by its ongoing digital transformation and emphasis on data-driven decision-making. Financial institutions leverage sophisticated software solutions to manage risk, enhance customer relationship management, and boost operational efficiency. In contrast, the healthcare sector is emerging as a significant player, propelled by the growing need for data analytics to improve patient outcomes and streamline healthcare services. As healthcare organizations invest in data analytics capabilities, the segment is poised for rapid growth, supported by trends such as telehealth and personalized medicine that demand advanced analytical tools.

    Get more detailed insights about Data And Analytics Software Market

    Regional Insights

    North America : Innovation and Leadership Hub

    North America remains the largest market for Data and Analytics Software, holding approximately 45% of the global market share. The region's growth is driven by rapid technological advancements, increasing demand for data-driven decision-making, and supportive regulatory frameworks. The presence of major tech companies and a robust startup ecosystem further catalyze market expansion, with a focus on AI and machine learning integration. The United States leads the market, followed by Canada, both showcasing a competitive landscape with key players like Microsoft, IBM, and Oracle. These companies are investing heavily in R&D to enhance their offerings. The region's emphasis on data privacy regulations, such as the CCPA, also shapes market dynamics, pushing companies to innovate while ensuring compliance.

    Europe : Emerging Data Powerhouse

    Europe is witnessing significant growth in the Data and Analytics Software market, accounting for about 30% of the global share. The region's demand is fueled by increasing digital transformation initiatives across various sectors, including finance, healthcare, and retail. Regulatory support, such as GDPR, encourages organizations to adopt data analytics for compliance and operational efficiency, driving market growth. Leading countries in this region include Germany, the UK, and France, with a competitive landscape featuring key players like SAP and Qlik. The European market is characterized by a strong focus on data security and privacy, influencing software development. Companies are increasingly collaborating with local startups to enhance their analytics capabilities, ensuring they remain competitive in a rapidly evolving market.

    Asia-Pacific : Rapidly Growing Market

    Asia-Pacific is emerging as a significant player in the Data and Analytics Software market, holding approximately 20% of the global market share. The region's growth is driven by rapid urbanization, increasing internet penetration, and a growing emphasis on data-driven decision-making across industries. Government initiatives promoting digital transformation and smart city projects further catalyze market expansion, making it a key area for investment. Countries like China, India, and Japan are leading the charge, with a competitive landscape that includes both global giants and local startups. Major players such as IBM and Oracle are expanding their presence, while local firms are innovating to meet regional demands. The focus on AI and machine learning is particularly strong, as businesses seek to leverage data for competitive advantage, creating a dynamic market environment.

    Middle East and Africa : Emerging Analytics Frontier

    The Middle East and Africa region is gradually becoming a notable player in the Data and Analytics Software market, accounting for about 5% of the global share. The growth is primarily driven by increasing digitalization efforts, government initiatives to promote smart technologies, and a rising awareness of the importance of data analytics in business operations. Countries are investing in infrastructure to support data-driven strategies, which is expected to boost market growth significantly. Leading countries in this region include South Africa, UAE, and Kenya, where the competitive landscape is evolving with both international and local players. Companies are focusing on tailored solutions to meet specific regional needs, and partnerships are forming to enhance capabilities. The presence of key players like SAP and local startups is fostering innovation, making the region an exciting market for data analytics solutions.

    Key Players and Competitive Insights

    The Data And Analytics Software Market is currently characterized by a dynamic competitive landscape, driven by rapid technological advancements and an increasing demand for data-driven decision-making across various sectors. Major players such as Microsoft (US), IBM (US), and Oracle (US) are at the forefront, leveraging their extensive resources to innovate and expand their offerings. Microsoft (US) has positioned itself as a leader in cloud-based analytics solutions, focusing on integrating artificial intelligence (AI) capabilities into its products. Meanwhile, IBM (US) emphasizes its hybrid cloud strategy, aiming to provide flexible solutions that cater to diverse business needs. Oracle (US) continues to enhance its data management capabilities, particularly through acquisitions that bolster its analytics portfolio, thereby shaping a competitive environment that prioritizes technological integration and customer-centric solutions.

    The business tactics employed by these companies reflect a concerted effort to optimize operations and enhance market presence. The Data And Analytics Software Market appears moderately fragmented, with a mix of established players and emerging startups. Key players are increasingly localizing their offerings to meet regional demands, optimizing supply chains to ensure efficiency, and forming strategic partnerships to enhance their technological capabilities. This collective influence of major companies fosters a competitive structure that encourages innovation and responsiveness to market changes.

    In August 2025, Microsoft (US) announced the launch of its new AI-driven analytics platform, designed to provide businesses with real-time insights and predictive analytics capabilities. This strategic move underscores Microsoft's commitment to enhancing its cloud services and integrating AI into its analytics offerings, potentially positioning it as a go-to solution for enterprises seeking to leverage data for competitive advantage. The introduction of this platform may significantly alter the competitive dynamics, as it sets a new standard for analytics capabilities in the market.

    In September 2025, IBM (US) unveiled a partnership with a leading telecommunications provider to enhance data analytics capabilities for smart city initiatives. This collaboration aims to utilize AI and machine learning to analyze urban data, thereby improving city management and resource allocation. The strategic importance of this partnership lies in its potential to expand IBM's footprint in the public sector, showcasing its ability to apply analytics in real-world scenarios that address pressing urban challenges.

    In July 2025, Oracle (US) completed the acquisition of a prominent data visualization company, enhancing its analytics suite with advanced visualization tools. This acquisition is strategically significant as it not only broadens Oracle's product offerings but also strengthens its competitive position against rivals by providing customers with more comprehensive analytics solutions. The integration of these tools is likely to attract a wider customer base, particularly among organizations seeking to enhance their data storytelling capabilities.

    As of October 2025, the competitive trends in the Data And Analytics Software Market are increasingly defined by digitalization, sustainability, and the integration of AI technologies. Strategic alliances are becoming more prevalent, as companies recognize the value of collaboration in driving innovation and expanding market reach. Looking ahead, competitive differentiation is expected to evolve, with a notable shift from price-based competition towards a focus on innovation, technological advancement, and supply chain reliability. This transition may redefine how companies position themselves in the market, emphasizing the importance of delivering unique value propositions that resonate with customers.

    Key Companies in the Data And Analytics Software Market market include

    Industry Developments

    • Q2 2024: Databricks acquires Tabular to expand data lakehouse capabilities Databricks announced the acquisition of Tabular, a startup specializing in data lakehouse technology, to strengthen its analytics platform and support open table formats for enterprise customers.
    • Q2 2024: Alteryx appoints Mark Anderson as CEO amid cloud analytics push Alteryx named Mark Anderson as its new CEO, signaling a strategic shift toward cloud-based analytics solutions and accelerated product innovation.
    • Q2 2024: Snowflake launches Arctic, a new open-source large language model for enterprise analytics Snowflake unveiled Arctic, an open-source LLM designed to enhance data analytics and AI capabilities for enterprise customers, marking a major product launch in the sector.
    • Q2 2024: Qlik acquires Mozaic Data to boost AI-driven analytics portfolio Qlik completed the acquisition of Mozaic Data, integrating advanced AI-driven analytics features into its platform to better serve enterprise clients.
    • Q3 2024: Microsoft announces partnership with SAP to integrate Copilot AI into SAP Analytics Cloud Microsoft and SAP entered a strategic partnership to embed Microsoft Copilot AI into SAP Analytics Cloud, enhancing predictive analytics and automation for joint customers.
    • Q3 2024: Palantir wins $178 million US Army contract for AI-powered data analytics platform Palantir secured a $178 million contract with the US Army to deploy its AI-powered data analytics platform for military decision support and operational efficiency.
    • Q3 2024: ThoughtSpot raises $150 million in Series F funding to accelerate AI analytics development ThoughtSpot closed a $150 million Series F funding round to expand its AI-driven analytics offerings and scale global operations.
    • Q4 2024: Oracle launches new Autonomous Data Warehouse features for real-time analytics Oracle introduced enhanced real-time analytics capabilities in its Autonomous Data Warehouse, targeting faster insights and improved data management for enterprise users.
    • Q4 2024: SAS announces partnership with NVIDIA to accelerate AI analytics workloads SAS and NVIDIA formed a partnership to optimize SAS analytics software for NVIDIA GPUs, aiming to accelerate AI and machine learning workloads for enterprise clients.
    • Q1 2025: MongoDB acquires Datafold to enhance data quality analytics MongoDB acquired Datafold, a data quality analytics startup, to integrate advanced data validation and monitoring features into its cloud database platform.
    • Q1 2025: Google Cloud launches Vertex AI Data Analytics Suite Google Cloud announced the launch of Vertex AI Data Analytics Suite, a new product offering designed to streamline data preparation, analysis, and machine learning for enterprise customers.
    • Q2 2025: Splunk wins multi-year contract with UK National Health Service for real-time analytics Splunk secured a multi-year contract with the UK National Health Service to provide real-time data analytics solutions for healthcare operations and patient care optimization.

    Future Outlook

    Data And Analytics Software Market Future Outlook

    The Data And Analytics Software Market is projected to grow at a 9.72% CAGR from 2024 to 2035, driven by increasing data volumes, advanced analytics, and cloud adoption.

    New opportunities lie in:

    • Development of AI-driven predictive analytics tools for real-time decision-making.
    • Expansion of data visualization platforms tailored for specific industries.
    • Integration of IoT analytics solutions to enhance operational efficiency.

    By 2035, the market is expected to be robust, reflecting substantial growth and innovation.

    Market Segmentation

    Data And Analytics Software Market Industry Outlook

    • BFSI
    • Healthcare
    • Retail

    Data And Analytics Software Market Data Type Outlook

    • Big data
    • Enterprise data

    Data And Analytics Software Market Application Outlook

    • Data visualization
    • Data mining
    • Predictive analytics

    Data And Analytics Software Market Data Source Outlook

    • Structured
    • Unstructured

    Data And Analytics Software Market Deployment Model Outlook

    • On-premises
    • Cloud

    Report Scope

    MARKET SIZE 2024130.85(USD Billion)
    MARKET SIZE 2025143.57(USD Billion)
    MARKET SIZE 2035363.09(USD Billion)
    COMPOUND ANNUAL GROWTH RATE (CAGR)9.72% (2024 - 2035)
    REPORT COVERAGERevenue Forecast, Competitive Landscape, Growth Factors, and Trends
    BASE YEAR2024
    Market Forecast Period2025 - 2035
    Historical Data2019 - 2024
    Market Forecast UnitsUSD Billion
    Key Companies ProfiledMarket analysis in progress
    Segments CoveredMarket segmentation analysis in progress
    Key Market OpportunitiesIntegration of artificial intelligence enhances predictive analytics capabilities in the Data And Analytics Software Market.
    Key Market DynamicsRising demand for real-time data insights drives innovation and competition in the Data and Analytics Software Market.
    Countries CoveredNorth America, Europe, APAC, South America, MEA

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    FAQs

    What is the current valuation of the Data And Analytics Software Market?

    The market valuation was 130.85 USD Billion in 2024.

    What is the projected market size for the Data And Analytics Software Market by 2035?

    The market is projected to reach 363.09 USD Billion by 2035.

    What is the expected CAGR for the Data And Analytics Software Market during the forecast period 2025 - 2035?

    The expected CAGR is 9.72% during the forecast period 2025 - 2035.

    Which companies are considered key players in the Data And Analytics Software Market?

    Key players include Microsoft, IBM, Oracle, SAP, SAS, Tableau, Qlik, Alteryx, and Domo.

    How does the market segment by deployment model?

    In 2024, the On-premises segment was valued at 39.25 USD Billion, while the Cloud segment reached 91.6 USD Billion.

    What are the valuations for structured and unstructured data sources in the market?

    Structured data sources were valued at 78.42 USD Billion, whereas unstructured data sources were at 52.43 USD Billion in 2024.

    What is the market size for big data and enterprise data types?

    Big data was valued at 65.0 USD Billion, and enterprise data reached 65.85 USD Billion in 2024.

    Which applications dominate the Data And Analytics Software Market?

    Data mining was valued at 40.0 USD Billion, while predictive analytics reached 60.85 USD Billion in 2024.

    What industries are the largest consumers of Data And Analytics Software?

    In 2024, the retail industry led with 60.85 USD Billion, followed by BFSI at 40.0 USD Billion.

    What is the future outlook for the Data And Analytics Software Market?

    The market is expected to grow significantly, reaching 363.09 USD Billion by 2035.

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