Selected research
Market Analysis & Forecast
Global Mirror Metaverse Platform Market Analysis and Forecast 2026-2032
Market perspective
The global Mirror Metaverse Platform market is projected to grow from US$ million in 2026 to US$ million by 2032, at a Compound Annual Growth Rate (CAGR) of % during the forecast period.
The North America market for Mirror Metaverse Platform is estimated to increase from $ million in 2026 to reach $ million by 2032, at a CAGR of % during the forecast period of 2026 through 2032.
Europe market for Mirror Metaverse Platform is estimated to increase from $ million in 2026 to reach $ million by 2032, at a CAGR of % during the forecast period of 2026 through 2032.
Read the full market overview
Asia-Pacific market for Mirror Metaverse Platform is estimated to increase from $ million in 2026 to reach $ million by 2032, at a CAGR of % during the forecast period of 2026 through 2032.
The China market for Mirror Metaverse Platform is estimated to increase from $ million in 2026 to reach $ million by 2032, at a CAGR of % during the forecast period of 2026 through 2032.
The major global companies of Mirror Metaverse Platform include Siemens, Dassault Systèmes, PTC, ANSYS, Microsoft, NVIDIA, Amazon Web Services, Google and Unity, etc. In 2025, the world's top three vendors accounted for approximately % of the revenue.
Report Includes
This report presents an overview of global market for Mirror Metaverse Platform, market size. Analyses of the global market trends, with historic market revenue data for 2021 - 2025, estimates for 2026, and projections of CAGR through 2032.
This report researches the key producers of Mirror Metaverse Platform, also provides the revenue of main regions and countries. Of the upcoming market potential for Mirror Metaverse Platform, and key regions or countries of focus to forecast this market into various segments and sub-segments. Country specific data and market value analysis for the U.S., Canada, Mexico, Brazil, China, Japan, South Korea, Southeast Asia, India, Germany, the U.K., Italy, Middle East, Africa, and Other Countries.
This report focuses on the Mirror Metaverse Platform revenue, market share and industry ranking of main manufacturers, data from 2021 to 2026. Identification of the major stakeholders in the global Mirror Metaverse Platform market, and analysis of their competitive landscape and market positioning based on recent developments and segmental revenues. This report will help stakeholders to understand the competitive landscape and gain more insights and position their businesses and market strategies in a better way.
This report analyzes the segments data by Type and by Application, revenue, and growth rate, from 2021 to 2032. Evaluation and forecast the market size for Mirror Metaverse Platform revenue, projected growth trends, production technology, application and end-user industry.
Mirror Metaverse Platform Segment by Company
Siemens
Dassault Systèmes
PTC
ANSYS
Microsoft
NVIDIA
Amazon Web Services
Unity
Epic Games
Bentley Systems
Schneider
Matterport
Varjo Technologies
Huawei
IFLYTEK
SuperMap
Rootcloud Technology
Mofa Technology
SenseTime
Mirror Metaverse Platform Segment by Type
Physical Scene Mirroring Platform
Character Behavior Mirroring Platform
Mirror Metaverse Platform Segment by Application
Military and Defense Industry
Aerospace Industry
Wireless Communication Industry
Scientific Research Industry
Others
Mirror Metaverse Platform Segment by Region
North America
United States
Canada
Mexico
Europe
Germany
France
U.K.
Italy
Russia
Spain
Netherlands
Switzerland
Sweden
Poland
Asia-Pacific
China
Japan
South Korea
India
Australia
Taiwan
Southeast Asia
South America
Brazil
Argentina
Chile
Middle East & Africa
Egypt
South Africa
Israel
Türkiye
GCC Countries
Study Objectives
1. To analyze and research the global status and future forecast, involving growth rate (CAGR), market share, historical and forecast.
2. To present the key players, revenue, market share, and Recent Developments.
3. To split the breakdown data by regions, type, manufacturers, and Application.
4. To analyze the global and key regions market potential and advantage, opportunity and challenge, restraints, and risks.
5. To identify significant trends, drivers, influence factors in global and regions.
6. To analyze competitive developments such as expansions, agreements, new product launches, and acquisitions in the market.
Reasons to Buy This Report
1. This report will help the readers to understand the competition within the industries and strategies for the competitive environment to enhance the potential profit. The report also focuses on the competitive landscape of the global Mirror Metaverse Platform market, and introduces in detail the market share, industry ranking, competitor ecosystem, market performance, new product development, operation situation, expansion, and acquisition. etc. of the main players, which helps the readers to identify the main competitors and deeply understand the competition pattern of the market.
2. This report will help stakeholders to understand the global industry status and trends of Mirror Metaverse Platform and provides them with information on key market drivers, restraints, challenges, and opportunities.
3. This report will help stakeholders to understand competitors better and gain more insights to strengthen their position in their businesses. The competitive landscape section includes the market share and rank (in market size), competitor ecosystem, new product development, expansion, and acquisition.
4. This report stays updated with novel technology integration, features, and the latest developments in the market.
5. This report helps stakeholders to gain insights into which regions to target globally.
6. This report helps stakeholders to gain insights into the end-user perception concerning the adoption of Mirror Metaverse Platform.
7. This report helps stakeholders to identify some of the key players in the market and understand their valuable contribution.
Chapter Outline
Chapter 1: Introduces the report scope of the report, executive summary of different market segments (product type, application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
Chapter 2: Introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by manufacturers in the industry, and the analysis of relevant policies in the industry.
Chapter 3: Revenue of Mirror Metaverse Platform in global and regional level. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
Chapter 4: Detailed analysis of Mirror Metaverse Platform company competitive landscape, revenue, market share and industry ranking, latest development plan, merger, and acquisition information, etc.
Chapter 5: Provides the analysis of various market segments by type, covering the revenue, and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 6: Provides the analysis of various market segments by application, covering the revenue, and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 7: Provides profiles of key companies, introducing the basic situation of the main companies in the market in detail, including product descriptions and specifications, Mirror Metaverse Platform revenue, gross margin, and recent development, etc.
Chapter 8: North America by type, by application and by country, revenue for each segment.
Chapter 9: Europe by type, by application and by country, revenue for each segment.
Chapter 10: China type, by application, revenue for each segment.
Chapter 11: Asia (excluding China) type, by application and by region, revenue for each segment.
Chapter 12: South America, Middle East and Africa by type, by application and by country, revenue for each segment.
Chapter 13: The main concluding insights of the report.
More report detail
Tables and figures
Scope & coverage.
Types
- Physical Scene Mirroring Platform
- Character Behavior Mirroring Platform
Applications
- Military and Defense Industry
- Aerospace Industry
- Wireless Communication Industry
- Scientific Research Industry
- Others
Companies covered
- Siemens
- Dassault Systèmes
- PTC
- ANSYS
- Microsoft
- NVIDIA
- Amazon Web Services
- Unity
- Epic Games
- Bentley Systems
- Schneider
- Matterport
- Varjo Technologies
- Huawei
- IFLYTEK
- SuperMap
- Rootcloud Technology
- Mofa Technology
- SenseTime
Inside the report.
1 Market Overview
- 1.1 Product Definition
- 1.2 Mirror Metaverse Platform Market by Type
- 1.2.1 Global Mirror Metaverse Platform Market Size by Type, 2021 VS 2025 VS 2032
- 1.2.2 Physical Scene Mirroring Platform
- 1.2.3 Character Behavior Mirroring Platform
- 1.3 Mirror Metaverse Platform Market by Application
- 1.3.1 Global Mirror Metaverse Platform Market Size by Application, 2021 VS 2025 VS 2032
- 1.3.2 Military and Defense Industry
- 1.3.3 Aerospace Industry
- 1.3.4 Wireless Communication Industry
- 1.3.5 Scientific Research Industry
- 1.3.6 Others
- 1.4 Assumptions and Limitations
- 1.5 Study Goals and Objectives
2 Mirror Metaverse Platform Market Dynamics
- 2.1 Mirror Metaverse Platform Industry Trends
- 2.2 Mirror Metaverse Platform Industry Drivers
- 2.3 Mirror Metaverse Platform Industry Opportunities and Challenges
- 2.4 Mirror Metaverse Platform Industry Restraints
3 Global Growth Perspective
- 3.1 Global Mirror Metaverse Platform Market Perspective (2021-2032)
- 3.2 Global Mirror Metaverse Platform Growth Trends by Region
- 3.2.1 Global Mirror Metaverse Platform Market Size by Region: 2021 VS 2025 VS 2032
- 3.2.2 Global Mirror Metaverse Platform Market Size by Region (2021-2026)
- 3.2.3 Global Mirror Metaverse Platform Market Size by Region (2027-2032)
4 Competitive Landscape by Players
- 4.1 Global Mirror Metaverse Platform Revenue by Players
- 4.1.1 Global Mirror Metaverse Platform Revenue by Players (2021-2026)
- 4.1.2 Global Mirror Metaverse Platform Revenue Market Share by Players (2021-2026)
- 4.1.3 Global Mirror Metaverse Platform Players Revenue Share Top 10 and Top 5 in 2025
- 4.2 Global Mirror Metaverse Platform Key Players Ranking, 2024 VS 2025 VS 2026
- 4.3 Global Mirror Metaverse Platform Key Players Headquarters & Area Served
- 4.4 Global Mirror Metaverse Platform Players, Product Type & Application
- 4.5 Global Mirror Metaverse Platform Players Establishment Date
- 4.6 Market Competitive Analysis
- 4.6.1 Global Mirror Metaverse Platform Market CR5 and HHI
- 4.6.3 2025 Mirror Metaverse Platform Tier 1, Tier 2, and Tier 3
5 Mirror Metaverse Platform Market Size by Type
- 5.1 Global Mirror Metaverse Platform Revenue by Type (2021 VS 2025 VS 2032)
- 5.2 Global Mirror Metaverse Platform Revenue by Type (2021-2032)
- 5.3 Global Mirror Metaverse Platform Revenue Market Share by Type (2021-2032)
6 Mirror Metaverse Platform Market Size by Application
- 6.1 Global Mirror Metaverse Platform Revenue by Application (2021 VS 2025 VS 2032)
- 6.2 Global Mirror Metaverse Platform Revenue by Application (2021-2032)
- 6.3 Global Mirror Metaverse Platform Revenue Market Share by Application (2021-2032)
7 Company Profiles
- 7.1 Siemens
- 7.1.1 Siemens Company Information
- 7.1.2 Siemens Business Overview
- 7.1.3 Siemens Mirror Metaverse Platform Revenue and Gross Margin (2021-2026)
- 7.1.4 Siemens Mirror Metaverse Platform Product Portfolio
- 7.1.5 Siemens Recent Developments
- 7.2 Dassault Systèmes
- 7.2.1 Dassault Systèmes Company Information
- 7.2.2 Dassault Systèmes Business Overview
- 7.2.3 Dassault Systèmes Mirror Metaverse Platform Revenue and Gross Margin (2021-2026)
- 7.2.4 Dassault Systèmes Mirror Metaverse Platform Product Portfolio
- 7.2.5 Dassault Systèmes Recent Developments
- 7.3 PTC
- 7.3.1 PTC Company Information
- 7.3.2 PTC Business Overview
- 7.3.3 PTC Mirror Metaverse Platform Revenue and Gross Margin (2021-2026)
- 7.3.4 PTC Mirror Metaverse Platform Product Portfolio
- 7.3.5 PTC Recent Developments
- 7.4 ANSYS
- 7.4.1 ANSYS Company Information
- 7.4.2 ANSYS Business Overview
- 7.4.3 ANSYS Mirror Metaverse Platform Revenue and Gross Margin (2021-2026)
- 7.4.4 ANSYS Mirror Metaverse Platform Product Portfolio
- 7.4.5 ANSYS Recent Developments
- 7.5 Microsoft
- 7.5.1 Microsoft Company Information
- 7.5.2 Microsoft Business Overview
- 7.5.3 Microsoft Mirror Metaverse Platform Revenue and Gross Margin (2021-2026)
- 7.5.4 Microsoft Mirror Metaverse Platform Product Portfolio
- 7.5.5 Microsoft Recent Developments
- 7.6 NVIDIA
- 7.6.1 NVIDIA Company Information
- 7.6.2 NVIDIA Business Overview
- 7.6.3 NVIDIA Mirror Metaverse Platform Revenue and Gross Margin (2021-2026)
- 7.6.4 NVIDIA Mirror Metaverse Platform Product Portfolio
- 7.6.5 NVIDIA Recent Developments
- 7.7 Amazon Web Services
- 7.7.1 Amazon Web Services Company Information
- 7.7.2 Amazon Web Services Business Overview
- 7.7.3 Amazon Web Services Mirror Metaverse Platform Revenue and Gross Margin (2021-2026)
- 7.7.4 Amazon Web Services Mirror Metaverse Platform Product Portfolio
- 7.7.5 Amazon Web Services Recent Developments
- 7.8 Google
- 7.8.1 Google Company Information
- 7.8.2 Google Business Overview
- 7.8.3 Google Mirror Metaverse Platform Revenue and Gross Margin (2021-2026)
- 7.8.4 Google Mirror Metaverse Platform Product Portfolio
- 7.8.5 Google Recent Developments
- 7.9 Unity
- 7.9.1 Unity Company Information
- 7.9.2 Unity Business Overview
- 7.9.3 Unity Mirror Metaverse Platform Revenue and Gross Margin (2021-2026)
- 7.9.4 Unity Mirror Metaverse Platform Product Portfolio
- 7.9.5 Unity Recent Developments
- 7.10 Epic Games
- 7.10.1 Epic Games Company Information
- 7.10.2 Epic Games Business Overview
- 7.10.3 Epic Games Mirror Metaverse Platform Revenue and Gross Margin (2021-2026)
- 7.10.4 Epic Games Mirror Metaverse Platform Product Portfolio
- 7.10.5 Epic Games Recent Developments
- 7.11 Bentley Systems
- 7.11.1 Bentley Systems Company Information
- 7.11.2 Bentley Systems Business Overview
- 7.11.3 Bentley Systems Mirror Metaverse Platform Revenue and Gross Margin (2021-2026)
- 7.11.4 Bentley Systems Mirror Metaverse Platform Product Portfolio
- 7.11.5 Bentley Systems Recent Developments
- 7.12 Schneider
- 7.12.1 Schneider Company Information
- 7.12.2 Schneider Business Overview
- 7.12.3 Schneider Mirror Metaverse Platform Revenue and Gross Margin (2021-2026)
- 7.12.4 Schneider Mirror Metaverse Platform Product Portfolio
- 7.12.5 Schneider Recent Developments
- 7.13 Matterport
- 7.13.1 Matterport Company Information
- 7.13.2 Matterport Business Overview
- 7.13.3 Matterport Mirror Metaverse Platform Revenue and Gross Margin (2021-2026)
- 7.13.4 Matterport Mirror Metaverse Platform Product Portfolio
- 7.13.5 Matterport Recent Developments
- 7.14 Varjo Technologies
- 7.14.1 Varjo Technologies Company Information
- 7.14.2 Varjo Technologies Business Overview
- 7.14.3 Varjo Technologies Mirror Metaverse Platform Revenue and Gross Margin (2021-2026)
- 7.14.4 Varjo Technologies Mirror Metaverse Platform Product Portfolio
- 7.14.5 Varjo Technologies Recent Developments
- 7.15 Huawei
- 7.15.1 Huawei Company Information
- 7.15.2 Huawei Business Overview
- 7.15.3 Huawei Mirror Metaverse Platform Revenue and Gross Margin (2021-2026)
- 7.15.4 Huawei Mirror Metaverse Platform Product Portfolio
- 7.15.5 Huawei Recent Developments
- 7.16 IFLYTEK
- 7.16.1 IFLYTEK Company Information
- 7.16.2 IFLYTEK Business Overview
- 7.16.3 IFLYTEK Mirror Metaverse Platform Revenue and Gross Margin (2021-2026)
- 7.16.4 IFLYTEK Mirror Metaverse Platform Product Portfolio
- 7.16.5 IFLYTEK Recent Developments
- 7.17 SuperMap
- 7.17.1 SuperMap Company Information
- 7.17.2 SuperMap Business Overview
- 7.17.3 SuperMap Mirror Metaverse Platform Revenue and Gross Margin (2021-2026)
- 7.17.4 SuperMap Mirror Metaverse Platform Product Portfolio
- 7.17.5 SuperMap Recent Developments
- 7.18 Rootcloud Technology
- 7.18.1 Rootcloud Technology Company Information
- 7.18.2 Rootcloud Technology Business Overview
- 7.18.3 Rootcloud Technology Mirror Metaverse Platform Revenue and Gross Margin (2021-2026)
- 7.18.4 Rootcloud Technology Mirror Metaverse Platform Product Portfolio
- 7.18.5 Rootcloud Technology Recent Developments
- 7.19 Mofa Technology
- 7.19.1 Mofa Technology Company Information
- 7.19.2 Mofa Technology Business Overview
- 7.19.3 Mofa Technology Mirror Metaverse Platform Revenue and Gross Margin (2021-2026)
- 7.19.4 Mofa Technology Mirror Metaverse Platform Product Portfolio
- 7.19.5 Mofa Technology Recent Developments
- 7.20 SenseTime
- 7.20.1 SenseTime Company Information
- 7.20.2 SenseTime Business Overview
- 7.20.3 SenseTime Mirror Metaverse Platform Revenue and Gross Margin (2021-2026)
- 7.20.4 SenseTime Mirror Metaverse Platform Product Portfolio
- 7.20.5 SenseTime Recent Developments
8 North America
- 8.1 North America Mirror Metaverse Platform Revenue (2021-2032)
- 8.2 North America Mirror Metaverse Platform Revenue by Type (2021-2032)
- 8.2.1 North America Mirror Metaverse Platform Revenue by Type (2021-2026)
- 8.2.2 North America Mirror Metaverse Platform Revenue by Type (2027-2032)
- 8.3 North America Mirror Metaverse Platform Revenue Share by Type (2021-2032)
- 8.4 North America Mirror Metaverse Platform Revenue by Application (2021-2032)
- 8.4.1 North America Mirror Metaverse Platform Revenue by Application (2021-2026)
- 8.4.2 North America Mirror Metaverse Platform Revenue by Application (2027-2032)
- 8.5 North America Mirror Metaverse Platform Revenue Share by Application (2021-2032)
- 8.6 North America Mirror Metaverse Platform Revenue by Country
- 8.6.1 North America Mirror Metaverse Platform Revenue by Country (2021 VS 2025 VS 2032)
- 8.6.2 North America Mirror Metaverse Platform Revenue by Country (2021-2026)
- 8.6.3 North America Mirror Metaverse Platform Revenue by Country (2027-2032)
- 8.6.4 United States
- 8.6.5 Canada
- 8.6.6 Mexico
9 Europe
- 9.1 Europe Mirror Metaverse Platform Revenue (2021-2032)
- 9.2 Europe Mirror Metaverse Platform Revenue by Type (2021-2032)
- 9.2.1 Europe Mirror Metaverse Platform Revenue by Type (2021-2026)
- 9.2.2 Europe Mirror Metaverse Platform Revenue by Type (2027-2032)
- 9.3 Europe Mirror Metaverse Platform Revenue Share by Type (2021-2032)
- 9.4 Europe Mirror Metaverse Platform Revenue by Application (2021-2032)
- 9.4.1 Europe Mirror Metaverse Platform Revenue by Application (2021-2026)
- 9.4.2 Europe Mirror Metaverse Platform Revenue by Application (2027-2032)
- 9.5 Europe Mirror Metaverse Platform Revenue Share by Application (2021-2032)
- 9.6 Europe Mirror Metaverse Platform Revenue by Country
- 9.6.1 Europe Mirror Metaverse Platform Revenue by Country (2021 VS 2025 VS 2032)
- 9.6.2 Europe Mirror Metaverse Platform Revenue by Country (2021-2026)
- 9.6.3 Europe Mirror Metaverse Platform Revenue by Country (2027-2032)
- 9.6.4 Germany
- 9.6.5 France
- 9.6.6 U.K.
- 9.6.7 Italy
- 9.6.8 Russia
- 9.6.9 Spain
- 9.6.10 Netherlands
- 9.6.11 Switzerland
- 9.6.12 Sweden
- 9.6.13 Poland
10 China
- 10.1 China Mirror Metaverse Platform Revenue (2021-2032)
- 10.2 China Mirror Metaverse Platform Revenue by Type (2021-2032)
- 10.2.1 China Mirror Metaverse Platform Revenue by Type (2021-2026)
- 10.2.2 China Mirror Metaverse Platform Revenue by Type (2027-2032)
- 10.3 China Mirror Metaverse Platform Revenue Share by Type (2021-2032)
- 10.4 China Mirror Metaverse Platform Revenue by Application (2021-2032)
- 10.4.1 China Mirror Metaverse Platform Revenue by Application (2021-2026)
- 10.4.2 China Mirror Metaverse Platform Revenue by Application (2027-2032)
- 10.5 China Mirror Metaverse Platform Revenue Share by Application (2021-2032)
11 Asia (Excluding China)
- 11.1 Asia Mirror Metaverse Platform Revenue (2021-2032)
- 11.2 Asia Mirror Metaverse Platform Revenue by Type (2021-2032)
- 11.2.1 Asia Mirror Metaverse Platform Revenue by Type (2021-2026)
- 11.2.2 Asia Mirror Metaverse Platform Revenue by Type (2027-2032)
- 11.3 Asia Mirror Metaverse Platform Revenue Share by Type (2021-2032)
- 11.4 Asia Mirror Metaverse Platform Revenue by Application (2021-2032)
- 11.4.1 Asia Mirror Metaverse Platform Revenue by Application (2021-2026)
- 11.4.2 Asia Mirror Metaverse Platform Revenue by Application (2027-2032)
- 11.5 Asia Mirror Metaverse Platform Revenue Share by Application (2021-2032)
- 11.6 Asia Mirror Metaverse Platform Revenue by Country
- 11.6.1 Asia Mirror Metaverse Platform Revenue by Country (2021 VS 2025 VS 2032)
- 11.6.2 Asia Mirror Metaverse Platform Revenue by Country (2021-2026)
- 11.6.3 Asia Mirror Metaverse Platform Revenue by Country (2027-2032)
- 11.6.4 Japan
- 11.6.5 South Korea
- 11.6.6 India
- 11.6.7 Australia
- 11.6.8 Taiwan
- 11.6.9 Southeast Asia
12 South America, Middle East and Africa
- 12.1 SAMEA Mirror Metaverse Platform Revenue (2021-2032)
- 12.2 SAMEA Mirror Metaverse Platform Revenue by Type (2021-2032)
- 12.2.1 SAMEA Mirror Metaverse Platform Revenue by Type (2021-2026)
- 12.2.2 SAMEA Mirror Metaverse Platform Revenue by Type (2027-2032)
- 12.3 SAMEA Mirror Metaverse Platform Revenue Share by Type (2021-2032)
- 12.4 SAMEA Mirror Metaverse Platform Revenue by Application (2021-2032)
- 12.4.1 SAMEA Mirror Metaverse Platform Revenue by Application (2021-2026)
- 12.4.2 SAMEA Mirror Metaverse Platform Revenue by Application (2027-2032)
- 12.5 SAMEA Mirror Metaverse Platform Revenue Share by Application (2021-2032)
- 12.6 SAMEA Mirror Metaverse Platform Revenue by Country
- 12.6.1 SAMEA Mirror Metaverse Platform Revenue by Country (2021 VS 2025 VS 2032)
- 12.6.2 SAMEA Mirror Metaverse Platform Revenue by Country (2021-2026)
- 12.6.3 SAMEA Mirror Metaverse Platform Revenue by Country (2027-2032)
- 12.6.4 Brazil
- 12.6.5 Argentina
- 12.6.6 Chile
- 12.6.7 Colombia
- 12.6.8 Peru
- 12.6.9 Saudi Arabia
- 12.6.10 Israel
- 12.6.11 UAE
- 12.6.12 Turkey
- 12.6.13 Iran
- 12.6.14 Egypt
13 Concluding Insights
14 Appendix
- 14.1 Reasons for Doing This Study
- 14.2 Research Methodology
- 14.3 Research Process
- 14.4 Authors List of This Report
- 14.5 Data Source
- 14.5.1 Secondary Sources
- 14.5.2 Primary Sources
GET THE RESEARCH
Choose your license.
Choose who needs access.
All options are for this report and research series.
PDF by email within 3–5 working days after payment confirmation.
Talk to an analyst