대체 데이터 세계 시장 규모는 2023년 115억 달러로 평가되며, 예측 기간(2025-2032년) 동안 46.3%의 CAGR로 2024년 168억 2,000만 달러에서 2032년 3,531억 달러로 성장할 것으로 예상됩니다.
대체 데이터 시장은 사용 가능한 정보 소스의 다양화와 확장으로 인해 크게 성장하고 있습니다. 웹 스크래핑, 금융거래 분석과 같은 전통적인 방법 외에도 모바일 기기, 소셜 미디어, 인공위성, 사물인터넷(IoT) 기술 등 새로운 정보 소스가 널리 인식되고 있습니다. 이러한 추세는 특히 헤지펀드에서 두드러지게 나타나고 있으며, 절반 이상의 운용사가 알파 창출과 리스크 관리에 대체 데이터를 활용하고 있어 큰 성장이 예상됩니다. 그러나 대체 데이터는 비구조적 특성과 변동성으로 인해 기존 재무제표와 비교하여 전략적 계획 수립에 어려움을 겪을 수 있습니다. 투자자들은 AI와 머신러닝 툴을 포함한 전문 지식과 첨단 기술에 투자하여 인사이트를 효과적으로 추출하고 패턴을 파악하여 시장 내 정보 발견을 더욱 강화해야 합니다.
Global Alternative Data Market size was valued at USD 11.5 billion in 2023 and is poised to grow from USD 16.82 billion in 2024 to USD 353.1 billion by 2032, growing at a CAGR of 46.3% during the forecast period (2025-2032).
The alternative data market is experiencing significant growth driven by the diverse and expanding sources of information available. Established methods like web scraping and financial transaction analysis are complemented by emerging sources such as mobile devices, social media, satellites, and IoT technology, which are now widely recognized. This trend is especially notable among hedge funds, with over half of managers leveraging alternative data for alpha generation and risk management, presenting substantial growth prospects. However, due to its unstructured nature and variability, alternative data poses challenges in strategic planning compared to traditional financial statements. Investors must invest in expertise and advanced technologies, including AI and machine learning tools, to effectively extract insights and identify patterns, further enhancing information discovery within the market.
Top-down and bottom-up approaches were used to estimate and validate the size of the Global Alternative Data market and to estimate the size of various other dependent submarkets. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their market shares in the respective regions were determined through primary and secondary research. This entire procedure includes the study of the annual and financial reports of the top market players and extensive interviews for key insights from industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares split, and breakdowns were determined using secondary sources and verified through Primary sources. All possible parameters that affect the markets covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.
Global Alternative Data Market Segments Analysis
Global Alternative Data Market is segmented by Type, Industry, End Use and region. Based on Type, the market is segmented into Credit & Debit Card Transactions, Email Receipts, Geo-location (Foot Traffic) Records, Mobile Application Usage, Satellite & Weather Data, Social & Sentiment Data, Web Scraped Data, Web Traffic and Other Data Types. Based on Industry, the market is segmented into Automotive, BFSI, Energy, Industrial, IT & Telecommunications, Media & Entertainment, Real Estate & Construction, Retail, Transportation & Logistics and Other Industries. Based on End Use, the market is segmented into Hedge Fund Operators, Investment Institutions, Retail Companies and Other End Use. Based on region, the market is segmented into North America, Europe, Asia Pacific, Latin America and Middle East & Africa.
Driver of the Global Alternative Data Market
The increasing utilization of alternative data within hedge funds is a significant driving force behind the global alternative data market. As these investment firms seek to gain a competitive edge, they are turning to non-traditional data sources to enhance their decision-making processes. This trend includes leveraging data from various unconventional avenues, such as social media, satellite imagery, and web scraping, to extract insights that can improve investment strategies and risk assessments. Consequently, the expanding reliance on alternative data by hedge funds is propelling market growth, highlighting the evolving landscape of financial analysis and investment management methodologies.
Restraints in the Global Alternative Data Market
One of the key challenges facing the Global Alternative Data market is the presence of data interpretation issues. As businesses increasingly rely on alternative data sources to inform their strategies, the complexity and variability of data can lead to misinterpretation. The vast array of data types and the differing methodologies used for collection and analysis can complicate the extraction of actionable insights. Without clear standards and frameworks in place, organizations may struggle to derive meaningful conclusions from the data, potentially hindering decision-making processes. Thus, addressing these interpretation challenges is crucial for the market's growth and for maximizing the value derived from alternative data.
Market Trends of the Global Alternative Data Market
The Global Alternative Data market is experiencing a significant shift driven by technological advancements in data handling and bioinformatics tools. As the demand for actionable insights rises, alternative data sources are being harnessed to identify new biomarkers that inform in-vitro diagnostics and drug discovery. The integration of omics technologies has revolutionized the landscape, enhancing the utility of alternative data in various biomedical applications. This trend is further propelled by the burgeoning need for comprehensive environmental toxicology screening, driving an increase in investment and innovation in alternative data strategies. As such, the market is poised for robust growth, reflecting an expanding intersection of technology and biomedicine.