Alternative Data Market Strategies, Trends, and Forecast by 2030
另类数据市场规模预计将从 2022 年的 55.5 亿美元增至 2030 年的 1562.3 亿美元。预计 2022-2030 年期间该市场的复合年增长率将达到 51.80%。电子商务行业的兴起和对对冲基金需求的增加可能是另类数据市场的主要趋势和驱动因素。
另类数据市场分析
电子商务行业的不断扩张、数字化的不断推进以及对冲基金的不断增加正在推动另类数据市场的发展。此外,人工智能的日益发展和能源行业的不断增长预计将为市场提供丰厚的增长机会。此外,物联网、大数据和机器学习的出现预计将成为另类数据市场的趋势。
另类数据市场概览
另类数据是指投资者用来指导投资策略的非传统数据集。另类数据集的示例包括信用卡交易数据、移动设备数据、物联网传感器数据、卫星图像、社交媒体情绪、产品评论、天气数据、网络流量、应用程序使用情况和 ESG(环境、社会和公司治理)数据。
定制研究以满足您的需求
我们可以优化和定制标准产品无法满足的分析和范围。这种灵活性将帮助您获得业务规划和决策所需的准确信息。
另类数据市场:
复合年增长率(2022 - 2030 年)51.8%- 2022 年市场规模
55.5 亿美元 - 2030 年市场规模
1562.3 亿美元
市场动态
- 对冲基金需求增加利好市场
- 预计物联网、大数据和机器学习的出现将在预测期内推动市场发展。
- 能源产业的增长。
关键人物
- Dataminr 公司
- FactSet 研究系统公司
- 穆迪分析公司
- 普瑞钦有限公司
- RavenPack国际SL
- 路孚特有限公司
- 鹰阿尔法有限公司
- 零售统计
- 可见阿尔法有限责任公司
- Yipit 有限责任公司
区域概况
- 北美
- 欧洲
- 亚太
- 南美洲和中美洲
- 中东和非洲
市场细分
- 信用卡和借记卡交易
- 电子邮件收据
- 地理位置记录
- 移动应用程序的使用
- 卫星和气象数据
- 汽车
- 金融保险业协会
- 能源工业
- 信息技术和电信
- 媒体和娱乐
- 示例 PDF 通过定性和定量分析展示了内容结构和信息的性质。
。
另类数据市场驱动因素和机遇
对冲基金需求增加利好市场
对冲基金是投资者投资证券或其他类型的投资以获得正回报的资金池。他们的投资策略更灵活。与其他投资基准相比,它们更有助于保护投资者免受市场冲动和低迷的影响,这表明对冲基金的投资正在增加。根据 Empaxis 2023 年 4 月的博客,通货膨胀的上升、加密货币的危机和多变的市场是推动对冲基金增长的一些主要因素。从卫星图像到社交媒体活动,对冲基金的替代数据在基金经理和金融机构中越来越受欢迎,通过产生优异表现和支持风险管理流程来保持竞争力。
能源产业的增长。
能源被认为是规模最大、增长最快的行业之一。埃克森美孚公司称,由于人口和繁荣,2050 年全球能源需求将比 2021 年增长约 15%。能源公司可以将替代数据的优势运用到其研发、营销、投资、风险分析和其他关键流程中,以推动其业务增长。它将帮助业务经理和投资者借助实时业务洞察做出明智的业务决策。能源行业采用数字解决方案的好处可以进一步产生对替代数据使用的需求。因此,预计在预测期内,不断发展的能源行业将为替代数据市场提供增长机会。
另类数据市场报告细分分析
有助于得出替代数据市场分析的关键部分是组件、制造技术和应用。
- 根据组成部分,另类数据市场分为信用卡和借记卡交易、电子邮件收据、地理位置(人流量)记录、移动应用程序使用、卫星和天气数据等。预计信用卡和借记卡部分将在预测期内占据相当大的市场份额。
- 根据行业,另类数据市场分为汽车、BFSI、能源工业、IT 和电信、媒体和娱乐。预计能源行业将在预测期内占据相当大的市场份额。
按地区划分的另类数据市场份额分析
另类数据市场报告的地理范围主要分为五个区域:北美、亚太、欧洲、中东和非洲、南美和中美。
北美主导着替代数据市场。北美地区各行业的高科技采用趋势推动了替代数据市场的增长。政府机构增加数字化采用和高科技支出等因素预计将推动北美替代数据市场的增长。此外,美国和加拿大等发达经济体高度重视研发,这迫使北美参与者将技术先进的解决方案引入市场。此外,美国拥有大量替代数据市场参与者,他们越来越专注于开发创新解决方案。所有这些因素都促进了该地区替代数据市场的增长。
另类数据市场报告范围
报告属性 | 细节 |
---|---|
2022 年市场规模 | 55.5亿美元 |
2030 年的市场规模 | 1562.3亿美元 |
全球复合年增长率(2022 - 2030 年) | 51.8% |
史料 | 2020-2021 |
预测期 | 2022-2030 |
涵盖的领域 | 按数据类型
|
覆盖地区和国家 | 北美
|
市场领导者和主要公司简介 |
|
- 示例 PDF 通过定性和定量分析展示了内容结构和信息的性质。
另类数据市场新闻和最新发展
另类数据市场通过收集一手和二手研究后的定性和定量数据进行评估,其中包括重要的公司出版物、协会数据和数据库。以下列出了另类数据市场的一些发展情况:
- 总部位于纽约的点击流数据产品提供商 Datos 宣布与金融行业另类数据研究和工作流平台 Exabel 建立整合合作伙伴关系。(来源:Datos 公司网站,2024 年 5 月)
- QUICK Corp. 与东芝数据公司合作,提供可用于投资决策的替代数据。具体来说,QUICK 分析东芝集团电子收据服务“Smart Receipt”的购买统计数据,并通过数据平台“QUICK Data Factory”及时向机构投资者提供分析结果。(来源:QUICK Corp 公司网站,2024 年 1 月)
另类数据市场报告覆盖范围和交付成果
“替代数据市场规模和预测(2020-2030)”报告对以下领域进行了详细的市场分析:
- 范围内涵盖的所有主要细分市场的全球、区域和国家层面的替代数据市场规模和预测。
- 替代数据市场趋势以及市场动态,如驱动因素、限制因素和关键机遇。
- 详细的 PEST/波特五力分析和 SWOT 分析。
- 替代数据市场分析涵盖主要市场趋势、全球和区域框架、主要参与者、法规和最新的市场发展。
- 行业格局和竞争分析涵盖市场集中度、热图分析、知名参与者以及另类数据市场的最新发展。
- 详细的公司简介。
Report Coverage
Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends
Segment Covered
This text is related
to segments covered.
Regional Scope
North America, Europe, Asia Pacific, Middle East & Africa, South & Central America
Country Scope
This text is related
to country scope.
Frequently Asked Questions
The expected CAGR of the alternative data market is 51.8%.
The rising e-commerce industry and increasing demand for hedge funds are some of the factors driving the alternative data market.
North America is anticipated to dominate the alternative data market in 2022.
The global alternative data market is expected to reach US$ 156.23 billion by 2030.
The key players holding majority shares in the global alternative data market are Dataminr Inc., FactSet Research Systems Inc., Moody's Analytics Inc., Preqin Ltd, RavenPack International SL, Refinitiv Ltd, Eagle Alpha Ltd, RetailStat, Visible Alpha LLC, Yipit LLC.
The advent of IoT, big data, and machine learning is anticipated to drive the market in the forecast period.
The List of Companies - Alternative Data Market
- Dataminr Inc
- FactSet Research Systems Inc
- Moody's Analytics Inc
- Preqin Ltd
- RavenPack International SL
- Refinitiv Ltd
- Eagle Alpha Ltd
- RetailStat
- Visible Alpha LLC
- Yipit LLC.
The Insight Partners performs research in 4 major stages: Data Collection & Secondary Research, Primary Research, Data Analysis and Data Triangulation & Final Review.
- Data Collection and Secondary Research:
As a market research and consulting firm operating from a decade, we have published and advised several client across the globe. First step for any study will start with an assessment of currently available data and insights from existing reports. Further, historical and current market information is collected from Investor Presentations, Annual Reports, SEC Filings, etc., and other information related to company’s performance and market positioning are gathered from Paid Databases (Factiva, Hoovers, and Reuters) and various other publications available in public domain.
Several associations trade associates, technical forums, institutes, societies and organization are accessed to gain technical as well as market related insights through their publications such as research papers, blogs and press releases related to the studies are referred to get cues about the market. Further, white papers, journals, magazines, and other news articles published in last 3 years are scrutinized and analyzed to understand the current market trends.
- Primary Research:
The primarily interview analysis comprise of data obtained from industry participants interview and answers to survey questions gathered by in-house primary team.
For primary research, interviews are conducted with industry experts/CEOs/Marketing Managers/VPs/Subject Matter Experts from both demand and supply side to get a 360-degree view of the market. The primary team conducts several interviews based on the complexity of the markets to understand the various market trends and dynamics which makes research more credible and precise.
A typical research interview fulfils the following functions:
- Provides first-hand information on the market size, market trends, growth trends, competitive landscape, and outlook
- Validates and strengthens in-house secondary research findings
- Develops the analysis team’s expertise and market understanding
Primary research involves email interactions and telephone interviews for each market, category, segment, and sub-segment across geographies. The participants who typically take part in such a process include, but are not limited to:
- Industry participants: VPs, business development managers, market intelligence managers and national sales managers
- Outside experts: Valuation experts, research analysts and key opinion leaders specializing in the electronics and semiconductor industry.
Below is the breakup of our primary respondents by company, designation, and region:
Once we receive the confirmation from primary research sources or primary respondents, we finalize the base year market estimation and forecast the data as per the macroeconomic and microeconomic factors assessed during data collection.
- Data Analysis:
Once data is validated through both secondary as well as primary respondents, we finalize the market estimations by hypothesis formulation and factor analysis at regional and country level.
- Macro-Economic Factor Analysis:
We analyse macroeconomic indicators such the gross domestic product (GDP), increase in the demand for goods and services across industries, technological advancement, regional economic growth, governmental policies, the influence of COVID-19, PEST analysis, and other aspects. This analysis aids in setting benchmarks for various nations/regions and approximating market splits. Additionally, the general trend of the aforementioned components aid in determining the market's development possibilities.
- Country Level Data:
Various factors that are especially aligned to the country are taken into account to determine the market size for a certain area and country, including the presence of vendors, such as headquarters and offices, the country's GDP, demand patterns, and industry growth. To comprehend the market dynamics for the nation, a number of growth variables, inhibitors, application areas, and current market trends are researched. The aforementioned elements aid in determining the country's overall market's growth potential.
- Company Profile:
The “Table of Contents” is formulated by listing and analyzing more than 25 - 30 companies operating in the market ecosystem across geographies. However, we profile only 10 companies as a standard practice in our syndicate reports. These 10 companies comprise leading, emerging, and regional players. Nonetheless, our analysis is not restricted to the 10 listed companies, we also analyze other companies present in the market to develop a holistic view and understand the prevailing trends. The “Company Profiles” section in the report covers key facts, business description, products & services, financial information, SWOT analysis, and key developments. The financial information presented is extracted from the annual reports and official documents of the publicly listed companies. Upon collecting the information for the sections of respective companies, we verify them via various primary sources and then compile the data in respective company profiles. The company level information helps us in deriving the base number as well as in forecasting the market size.
- Developing Base Number:
Aggregation of sales statistics (2020-2022) and macro-economic factor, and other secondary and primary research insights are utilized to arrive at base number and related market shares for 2022. The data gaps are identified in this step and relevant market data is analyzed, collected from paid primary interviews or databases. On finalizing the base year market size, forecasts are developed on the basis of macro-economic, industry and market growth factors and company level analysis.
- Data Triangulation and Final Review:
The market findings and base year market size calculations are validated from supply as well as demand side. Demand side validations are based on macro-economic factor analysis and benchmarks for respective regions and countries. In case of supply side validations, revenues of major companies are estimated (in case not available) based on industry benchmark, approximate number of employees, product portfolio, and primary interviews revenues are gathered. Further revenue from target product/service segment is assessed to avoid overshooting of market statistics. In case of heavy deviations between supply and demand side values, all thes steps are repeated to achieve synchronization.
We follow an iterative model, wherein we share our research findings with Subject Matter Experts (SME’s) and Key Opinion Leaders (KOLs) until consensus view of the market is not formulated – this model negates any drastic deviation in the opinions of experts. Only validated and universally acceptable research findings are quoted in our reports.
We have important check points that we use to validate our research findings – which we call – data triangulation, where we validate the information, we generate from secondary sources with primary interviews and then we re-validate with our internal data bases and Subject matter experts. This comprehensive model enables us to deliver high quality, reliable data in shortest possible time.