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Data Collection & Labeling Market Research Report by Data Type (Audio, Image & Video, and Text), End-Use Industry, Region - Cumulative Impact of COVID-19, Russia Ukraine Conflict, and High Inflation - Global Forecast 2023-2030

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    Report

  • 235 Pages
  • January 2023
  • Region: Global
  • 360iResearch™
  • ID: 5665926
UP TO OFF until Mar 31st 2023
The Global Data Collection & Labeling Market size was estimated at USD 2,669.05 million in 2022, USD 3,264.39 million in 2023, and is projected to grow at a CAGR of 22.78% to reach USD 13,788.36 million by 2030.

Cumulative Impact of COVID-19:

COVID-19 is an unprecedented global public health emergency that affected almost every industry, and the long-term impacts are projected to reflect on the growth of various end-use industries during the forecast period. This ongoing research amplifies the research framework to ensure the inclusion of underlying COVID-19 issues and potential paths forward. The report delivers insights on COVID-19, considering the changes in consumer behavior and demand, purchasing patterns, re-routing of the supply chain, dynamics of current market forces, and the significant interventions of governments. The dedicated section in the report uncovers a detailed analysis of the impact of COVID-19 and its subsequent variant outbreaks on demand, supply, price, and vendor uptake and provides recommendations for sustainable outcomes. The updated study provides insights, analysis, estimations, and forecasts, considering the COVID-19 impact on the Global Data Collection & Labeling Market.

Cumulative Impact of Russia-Ukraine Conflict:

The publisher continuously monitors and update reports considering unceasing political and economic uncertainty due to the Russia-Ukraine Conflict. Negative impacts are globally foreseen, especially across Eastern Europe, European Union, Eastern & Central Asia, and the United States. This contention has severely affected people’s lives and livelihoods and represents far-reaching disruptions in trade dynamics. The potential effects of ongoing war and uncertainty in Eastern Europe are expected to have an adverse impact on Ukraine and reverberate harsh long-term effects on Russia. The report uncovers the implications for demand-supply balances, pressure on pricing variants, impact on import/export and trading, and short-term recommendations to the Global Data Collection & Labeling Market considering the current update on the conflict and its global responses.

Cumulative Impact of High Inflation:

The high inflation in developed economies globally has resulted in an overall price surge over the past two years. The cumulatively eroding overall purchasing power is expected to impact developing economies significantly and is considered helpful in numerous ways. The report uncovers the effect of high inflation on the long-term performance of the global economy and provides details on fiscal policies measuring and reducing its short-term impacts on demand/supply, cash flow, and currency exchange. The Global Data Collection & Labeling Market report delivers the high inflation expectation considering the related impact from cost-push and demand-pull inflation.

Market Statistics:

The report provides market sizing and forecasts across 7 major currencies - USD, EUR, JPY, GBP, AUD, CAD, and CHF; multiple currency support helps organization leaders to make better decisions. In this report, the years 2018 and 2021 are considered as historical years, 2022 as the base year, 2023 as the estimated year, and years from 2024 to 2030 are considered as the forecast period.

Market Segmentation & Coverage:

The report on the Global Data Collection & Labeling Market identifies key attributes about the customer to define the potential market and identify different needs across the industry. Understanding the potential customer group's economies and geographies can help gain business acumen for better strategic decision-making. The market coverage across different industry verticals reveals the hidden truth about the players' strategies in different verticals and helps the organization decide target audience. This report gives you the composite view of sub-markets coupled with comprehensive industry coverage and provides you with the right way of accounting factors such as norms & regulations, culture, to make right coverage strategy for the market plan. This research report categorizes the Global Data Collection & Labeling Market in order to forecast the revenues and analyze the trends in each of the following sub-markets:
  • Based on Data Type, the market is studied across Audio, Image & Video, and Text.
  • Based on End-Use Industry, the market is studied across Automotive, BFSI, Government, Healthcare, IT, and Retail & E-commerce.
  • Based on Region, the market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

FPNV Positioning Matrix:

The FPNV Positioning Matrix evaluates and categorizes vendors in the Global Data Collection & Labeling Market. based on Business Strategy (Business Growth, Industry Coverage, Financial Viability, and Channel Support) and Product Satisfaction (Value for Money, Ease of Use, Product Features, and Customer Support) and placed into four quadrants (F: Forefront, P: Pathfinder, N: Niche, and V: Vital). The Global Data Collection & Labeling Market FPNV Positioning Matrix representation/visualization further aids businesses in better decision-making and understanding the competitive landscape.

Market Share Analysis:

The Market Share Analysis offers the analysis of vendors considering their contribution to the overall market, providing the idea of revenue generation into the overall market compared to other vendors in the space. This provides insights on vendors performance in terms of revenue generation and customer base compared to others. The Global Data Collection & Labeling Market Share Analysis offers an idea of the size and competitiveness of the vendors for the base year. The outcome reveals the market characteristics in terms of accumulation, fragmentation, dominance, and amalgamation traits.

Competitive Scenario:

The Competitive Scenario provides an outlook analysis of the various strategies for business growth adopted by the vendors. The news in this section covers valuable insights at various stages while keeping up with the business and engaging stakeholders in the economic debate. The Global Data Collection & Labeling Market Competitive Scenario represents press releases or news of the companies categorized into Merger & Acquisition, Agreement, Collaboration, & Partnership, New Product Launch & Enhancement, Investment & Funding, and Award, Recognition, & Expansion. All the news collected helps vendors understand the gaps in the marketplace and competitor’s strengths and weaknesses, providing insights to enhance products and services.

Company Usability Profiles:

The report profoundly explores the recent significant developments by the leading vendors and innovation profiles in the Global Data Collection & Labeling Market, including Alegion Inc., Amazon.com, Inc., Appen Limited, Capgemini SE, Centaur Labs Inc., Cogito Tech LLC, DataLabeler, iMerit, INFOLKS PVT LTD, Labelbox, Inc., Reality Analytics Inc., Scale AI, Inc., SHAIP, Snorkel AI, Inc., and Summa Linguae S.A..

The report provides insights on the following pointers:

1. Market Penetration: Provides comprehensive information on the market offered by the key players
2. Market Development: Provides in-depth information about lucrative emerging markets and analyzes penetration across mature segments of the markets
3. Market Diversification: Provides detailed information about new product launches, untapped geographies, recent developments, and investments
4. Market Trends: Provides comprehensive understanding of the Cumulative Impact of COVID-19, the Russia-Ukraine Conflict, and the High Inflation
5. Competitive Assessment & Intelligence: Provides an exhaustive assessment of market shares, strategies, products, certification, regulatory approvals, patent landscape, and manufacturing capabilities of the leading players
6. Product Development & Innovation: Provides intelligent insights on future technologies, R&D activities, and breakthrough product developments

The report answers questions such as:

1. What is the market size and forecast of the Global Data Collection & Labeling Market?
2. What are the inhibiting factors and impact of COVID-19 shaping the Global Data Collection & Labeling Market during the forecast period?
3. Which are the products/segments/applications/areas to invest in over the forecast period in the Global Data Collection & Labeling Market?
4. What is the competitive strategic window for opportunities in the Global Data Collection & Labeling Market?
5. What are the technology trends and regulatory frameworks in the Global Data Collection & Labeling Market?
6. What is the market share of the leading vendors in the Global Data Collection & Labeling Market?
7. What modes and strategic moves are considered suitable for entering the Global Data Collection & Labeling Market?
Frequently Asked Questions about the Global Data Collection & Labeling Market

What is the estimated value of the Global Data Collection & Labeling Market?

The Global Data Collection & Labeling Market was estimated to be valued at $2669.05 Million in 2022.

What is the growth rate of the Global Data Collection & Labeling Market?

The growth rate of the Global Data Collection & Labeling Market is 22.7%, with an estimated value of $13788.36 Million by 2030.

What is the forecasted size of the Global Data Collection & Labeling Market?

The Global Data Collection & Labeling Market is estimated to be worth $13788.36 Million by 2030.

Who are the key companies in the Global Data Collection & Labeling Market?

Key companies in the Global Data Collection & Labeling Market include Alegion Inc., Amazon.com, Inc., Appen Limited, Capgemini SE, Centaur Labs Inc., Cogito Tech LLC, DataLabeler, iMerit and Labelbox, Inc..

Table of Contents

1. Preface
1.1. Objectives of the Study
1.2. Market Segmentation & Coverage
1.3. Years Considered for the Study
1.4. Currency & Pricing
1.5. Language
1.6. Limitations
1.7. Assumptions
1.8. Stakeholders

2. Research Methodology
2.1. Define: Research Objective
2.2. Determine: Research Design
2.3. Prepare: Research Instrument
2.4. Collect: Data Source
2.5. Analyze: Data Interpretation
2.6. Formulate: Data Verification
2.7. Publish: Research Report
2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights
5.1. Market Dynamics
5.1.1. Drivers
5.1.1.1. Digital transformation of industries worldwide
5.1.1.2. High adoption of data collection & labeling technologies in security & surveillance by law enforcement agencies
5.1.1.3. Utilization of machine learning tools in research applications
5.1.2. Restraints
5.1.2.1. Need for a large workforce and high cost of process
5.1.3. Opportunities
5.1.3.1. Rising production of autonomous vehicles
5.1.3.2. Prospects for the usage of data collection & labeling in social media platforms
5.1.4. Challenges
5.1.4.1. Low quality results and data privacy issues
5.2. Cumulative Impact of COVID-19
5.3. Cumulative Impact of Russia-Ukraine Conflict
5.4. Cumulative Impact of High Inflation
5.5. Porter’s Five Forces Analysis
5.5.1. Threat of New Entrants
5.5.2. Threat of Substitutes
5.5.3. Threat of Substitutes
5.5.4. Threat of Substitutes
5.5.5. Industry Rivalry
5.6. Value Chain & Critical Path Analysis
5.7. Regulatory Framework
5.8. Client Customization

6. Data Collection & Labeling Market, by Data Type
6.1. Introduction
6.2. Audio
6.3. Image & Video
6.4. Text

7. Data Collection & Labeling Market, by End-Use Industry
7.1. Introduction
7.2. Automotive
7.3. BFSI
7.4. Government
7.5. Healthcare
7.6. IT
7.7. Retail & E-commerce

8. Americas Data Collection & Labeling Market
8.1. Introduction
8.2. Argentina
8.3. Brazil
8.4. Canada
8.5. Mexico
8.6. United States

9. Asia-Pacific Data Collection & Labeling Market
9.1. Introduction
9.2. Australia
9.3. China
9.4. India
9.5. Indonesia
9.6. Japan
9.7. Malaysia
9.8. Philippines
9.9. Singapore
9.10. South Korea
9.11. Taiwan
9.12. Thailand
9.13. Vietnam

10. Europe, Middle East & Africa Data Collection & Labeling Market
10.1. Introduction
10.2. Denmark
10.3. Egypt
10.4. Finland
10.5. France
10.6. Germany
10.7. Israel
10.8. Italy
10.9. Netherlands
10.10. Nigeria
10.11. Norway
10.12. Poland
10.13. Qatar
10.14. Russia
10.15. Saudi Arabia
10.16. South Africa
10.17. Spain
10.18. Sweden
10.19. Switzerland
10.20. Turkey
10.21. United Arab Emirates
10.22. United Kingdom

11. Competitive Landscape
11.1. FPNV Positioning Matrix
11.1.1. Quadrants
11.1.2. Business Strategy
11.1.3. Product Satisfaction
11.2. Market Ranking Analysis, By Key Player
11.3. Market Share Analysis, By Key Player
11.4. Product Portfolio Analysis, By Key Player
11.5. Competitive Scenario
11.5.1. Merger & Acquisition
11.5.2. Agreement, Collaboration, & Partnership
11.5.3. New Product Launch & Enhancement
11.5.4. Investment & Funding
11.5.5. Award, Recognition, & Expansion

12. Company Usability Profiles
12.1. Alegion Inc.
12.2. Amazon.com, Inc.
12.3. Appen Limited
12.4. Capgemini SE
12.5. Centaur Labs Inc.
12.6. Cogito Tech LLC
12.7. DataLabeler
12.8. iMerit
12.9. INFOLKS PVT LTD
12.10. Labelbox, Inc.
12.11. Reality Analytics Inc.
12.12. Scale AI, Inc.
12.13. SHAIP
12.14. Snorkel AI, Inc.
12.15. Summa Linguae S.A.

13. Appendix
13.1. Discussion Guide
13.2. License & Pricing

List of Figures
FIGURE 1. GLOBAL DATA COLLECTION & LABELING MARKET: RESEARCH PROCESS
FIGURE 2. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, 2022 VS 2030
FIGURE 3. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 4. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY REGION, 2022 VS 2030 (%)
FIGURE 5. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY REGION, 2022 VS 2023 VS 2030 (USD MILLION)
FIGURE 6. GLOBAL DATA COLLECTION & LABELING MARKET COMPETITIVE STRATEGIC WINDOW, BY REGION, 2030
FIGURE 7. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY COUNTRY, 2022 VS 2030 (%)
FIGURE 8. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY COUNTRY, 2022 VS 2023 VS 2030 (USD MILLION)
FIGURE 9. GLOBAL DATA COLLECTION & LABELING MARKET COMPETITIVE STRATEGIC WINDOW, BY COUNTRY, 2030
FIGURE 10. GLOBAL DATA COLLECTION & LABELING MARKET DYNAMICS
FIGURE 11. GLOBAL DATA COLLECTION & LABELING MARKET PORTER’S FIVE FORCES ANALYSIS
FIGURE 12. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2022 VS 2030 (%)
FIGURE 13. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2022 VS 2023 VS 2030 (USD MILLION)
FIGURE 14. GLOBAL DATA COLLECTION & LABELING MARKET COMPETITIVE STRATEGIC WINDOW, BY DATA TYPE, 2030
FIGURE 15. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY AUDIO, 2018-2030 (USD MILLION)
FIGURE 16. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY IMAGE & VIDEO, 2018-2030 (USD MILLION)
FIGURE 17. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY TEXT, 2018-2030 (USD MILLION)
FIGURE 18. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2022 VS 2030 (%)
FIGURE 19. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2022 VS 2023 VS 2030 (USD MILLION)
FIGURE 20. GLOBAL DATA COLLECTION & LABELING MARKET COMPETITIVE STRATEGIC WINDOW, BY END-USE INDUSTRY, 2030
FIGURE 21. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY AUTOMOTIVE, 2018-2030 (USD MILLION)
FIGURE 22. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
FIGURE 23. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
FIGURE 24. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
FIGURE 25. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY IT, 2018-2030 (USD MILLION)
FIGURE 26. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY RETAIL & E-COMMERCE, 2018-2030 (USD MILLION)
FIGURE 27. AMERICAS DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 28. AMERICAS DATA COLLECTION & LABELING MARKET SIZE, BY COUNTRY, 2022 VS 2030 (%)
FIGURE 29. AMERICAS DATA COLLECTION & LABELING MARKET SIZE, BY COUNTRY, 2022 VS 2023 VS 2030 (USD MILLION)
FIGURE 30. AMERICAS DATA COLLECTION & LABELING MARKET COMPETITIVE STRATEGIC WINDOW, BY COUNTRY, 2030
FIGURE 31. ARGENTINA DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 32. BRAZIL DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 33. CANADA DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 34. MEXICO DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 35. UNITED STATES DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 36. UNITED STATES DATA COLLECTION & LABELING MARKET SIZE, BY STATE, 2022 VS 2030 (%)
FIGURE 37. UNITED STATES DATA COLLECTION & LABELING MARKET SIZE, BY STATE, 2022 VS 2023 VS 2030 (USD MILLION)
FIGURE 38. UNITED STATES DATA COLLECTION & LABELING MARKET COMPETITIVE STRATEGIC WINDOW, BY STATE, 2030
FIGURE 39. ASIA-PACIFIC DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 40. ASIA-PACIFIC DATA COLLECTION & LABELING MARKET SIZE, BY COUNTRY, 2022 VS 2030 (%)
FIGURE 41. ASIA-PACIFIC DATA COLLECTION & LABELING MARKET SIZE, BY COUNTRY, 2022 VS 2023 VS 2030 (USD MILLION)
FIGURE 42. ASIA-PACIFIC DATA COLLECTION & LABELING MARKET COMPETITIVE STRATEGIC WINDOW, BY COUNTRY, 2030
FIGURE 43. AUSTRALIA DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 44. CHINA DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 45. INDIA DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 46. INDONESIA DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 47. JAPAN DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 48. MALAYSIA DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 49. PHILIPPINES DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 50. SINGAPORE DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 51. SOUTH KOREA DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 52. TAIWAN DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 53. THAILAND DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 54. VIETNAM DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 55. EUROPE, MIDDLE EAST & AFRICA DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 56. EUROPE, MIDDLE EAST & AFRICA DATA COLLECTION & LABELING MARKET SIZE, BY COUNTRY, 2022 VS 2030 (%)
FIGURE 57. EUROPE, MIDDLE EAST & AFRICA DATA COLLECTION & LABELING MARKET SIZE, BY COUNTRY, 2022 VS 2023 VS 2030 (USD MILLION)
FIGURE 58. EUROPE, MIDDLE EAST & AFRICA DATA COLLECTION & LABELING MARKET COMPETITIVE STRATEGIC WINDOW, BY COUNTRY, 2030
FIGURE 59. DENMARK DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 60. EGYPT DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 61. FINLAND DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 62. FRANCE DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 63. GERMANY DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 64. ISRAEL DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 65. ITALY DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 66. NETHERLANDS DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 67. NIGERIA DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 68. NORWAY DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 69. POLAND DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 70. QATAR DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 71. RUSSIA DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 72. SAUDI ARABIA DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 73. SOUTH AFRICA DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 74. SPAIN DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 75. SWEDEN DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 76. SWITZERLAND DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 77. TURKEY DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 78. UNITED ARAB EMIRATES DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 79. UNITED KINGDOM DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 80. GLOBAL DATA COLLECTION & LABELING MARKET: FPNV POSITIONING MATRIX, 2022
FIGURE 81. GLOBAL DATA COLLECTION & LABELING MARKET SHARE, BY KEY PLAYER, 2022
FIGURE 82. GLOBAL DATA COLLECTION & LABELING MARKET COMPETITIVE SCENARIO, BY KEY TYPE, 2022


List of Tables
TABLE 1. GLOBAL DATA COLLECTION & LABELING MARKET SEGMENTATION & COVERAGE
TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2022
TABLE 3. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 4. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
TABLE 5. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 6. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 7. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY AUDIO, 2018-2030 (USD MILLION)
TABLE 8. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY AUDIO, BY REGION, 2018-2030 (USD MILLION)
TABLE 9. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY AUDIO, BY REGION, 2018-2030 (USD MILLION)
TABLE 10. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY IMAGE & VIDEO, 2018-2030 (USD MILLION)
TABLE 11. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY IMAGE & VIDEO, BY REGION, 2018-2030 (USD MILLION)
TABLE 12. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY IMAGE & VIDEO, BY REGION, 2018-2030 (USD MILLION)
TABLE 13. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY TEXT, 2018-2030 (USD MILLION)
TABLE 14. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY TEXT, BY REGION, 2018-2030 (USD MILLION)
TABLE 15. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY TEXT, BY REGION, 2018-2030 (USD MILLION)
TABLE 16. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 17. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY AUTOMOTIVE, 2018-2030 (USD MILLION)
TABLE 18. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2018-2030 (USD MILLION)
TABLE 19. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2018-2030 (USD MILLION)
TABLE 20. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
TABLE 21. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY BFSI, BY REGION, 2018-2030 (USD MILLION)
TABLE 22. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY BFSI, BY REGION, 2018-2030 (USD MILLION)
TABLE 23. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
TABLE 24. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY GOVERNMENT, BY REGION, 2018-2030 (USD MILLION)
TABLE 25. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY GOVERNMENT, BY REGION, 2018-2030 (USD MILLION)
TABLE 26. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
TABLE 27. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2030 (USD MILLION)
TABLE 28. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2030 (USD MILLION)
TABLE 29. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY IT, 2018-2030 (USD MILLION)
TABLE 30. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY IT, BY REGION, 2018-2030 (USD MILLION)
TABLE 31. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY IT, BY REGION, 2018-2030 (USD MILLION)
TABLE 32. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY RETAIL & E-COMMERCE, 2018-2030 (USD MILLION)
TABLE 33. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY RETAIL & E-COMMERCE, BY REGION, 2018-2030 (USD MILLION)
TABLE 34. GLOBAL DATA COLLECTION & LABELING MARKET SIZE, BY RETAIL & E-COMMERCE, BY REGION, 2018-2030 (USD MILLION)
TABLE 35. AMERICAS DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 36. AMERICAS DATA COLLECTION & LABELING MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 37. AMERICAS DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 38. AMERICAS DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 39. ARGENTINA DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 40. ARGENTINA DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 41. ARGENTINA DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 42. BRAZIL DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 43. BRAZIL DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 44. BRAZIL DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 45. CANADA DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 46. CANADA DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 47. CANADA DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 48. MEXICO DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 49. MEXICO DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 50. MEXICO DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 51. UNITED STATES DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 52. UNITED STATES DATA COLLECTION & LABELING MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
TABLE 53. UNITED STATES DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 54. UNITED STATES DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 55. ASIA-PACIFIC DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 56. ASIA-PACIFIC DATA COLLECTION & LABELING MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 57. ASIA-PACIFIC DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 58. ASIA-PACIFIC DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 59. AUSTRALIA DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 60. AUSTRALIA DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 61. AUSTRALIA DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 62. CHINA DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 63. CHINA DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 64. CHINA DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 65. INDIA DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 66. INDIA DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 67. INDIA DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 68. INDONESIA DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 69. INDONESIA DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 70. INDONESIA DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 71. JAPAN DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 72. JAPAN DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 73. JAPAN DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 74. MALAYSIA DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 75. MALAYSIA DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 76. MALAYSIA DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 77. PHILIPPINES DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 78. PHILIPPINES DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 79. PHILIPPINES DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 80. SINGAPORE DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 81. SINGAPORE DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 82. SINGAPORE DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 83. SOUTH KOREA DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 84. SOUTH KOREA DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 85. SOUTH KOREA DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 86. TAIWAN DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 87. TAIWAN DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 88. TAIWAN DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 89. THAILAND DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 90. THAILAND DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 91. THAILAND DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 92. VIETNAM DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 93. VIETNAM DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 94. VIETNAM DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 95. EUROPE, MIDDLE EAST & AFRICA DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 96. EUROPE, MIDDLE EAST & AFRICA DATA COLLECTION & LABELING MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
TABLE 97. EUROPE, MIDDLE EAST & AFRICA DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 98. EUROPE, MIDDLE EAST & AFRICA DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 99. DENMARK DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 100. DENMARK DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 101. DENMARK DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 102. EGYPT DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 103. EGYPT DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 104. EGYPT DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 105. FINLAND DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 106. FINLAND DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 107. FINLAND DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 108. FRANCE DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 109. FRANCE DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 110. FRANCE DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 111. GERMANY DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 112. GERMANY DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 113. GERMANY DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 114. ISRAEL DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 115. ISRAEL DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 116. ISRAEL DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 117. ITALY DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 118. ITALY DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 119. ITALY DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 120. NETHERLANDS DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 121. NETHERLANDS DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 122. NETHERLANDS DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 123. NIGERIA DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 124. NIGERIA DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 125. NIGERIA DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 126. NORWAY DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 127. NORWAY DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 128. NORWAY DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 129. POLAND DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 130. POLAND DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 131. POLAND DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 132. QATAR DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 133. QATAR DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 134. QATAR DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 135. RUSSIA DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 136. RUSSIA DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 137. RUSSIA DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 138. SAUDI ARABIA DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 139. SAUDI ARABIA DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 140. SAUDI ARABIA DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 141. SOUTH AFRICA DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 142. SOUTH AFRICA DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 143. SOUTH AFRICA DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 144. SPAIN DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 145. SPAIN DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 146. SPAIN DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 147. SWEDEN DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 148. SWEDEN DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 149. SWEDEN DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 150. SWITZERLAND DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 151. SWITZERLAND DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 152. SWITZERLAND DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 153. TURKEY DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 154. TURKEY DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 155. TURKEY DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 156. UNITED ARAB EMIRATES DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 157. UNITED ARAB EMIRATES DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 158. UNITED ARAB EMIRATES DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 159. UNITED KINGDOM DATA COLLECTION & LABELING MARKET SIZE, 2018-2030 (USD MILLION)
TABLE 160. UNITED KINGDOM DATA COLLECTION & LABELING MARKET SIZE, BY DATA TYPE, 2018-2030 (USD MILLION)
TABLE 161. UNITED KINGDOM DATA COLLECTION & LABELING MARKET SIZE, BY END-USE INDUSTRY, 2018-2030 (USD MILLION)
TABLE 162. GLOBAL DATA COLLECTION & LABELING MARKET: FPNV POSITIONING MATRIX - SCORES, 2022
TABLE 163. GLOBAL DATA COLLECTION & LABELING MARKET: FPNV POSITIONING MATRIX - BUSINESS STRATEGY, 2022
TABLE 164. GLOBAL DATA COLLECTION & LABELING MARKET: FPNV POSITIONING MATRIX - PRODUCT SATISFACTION, 2022
TABLE 165. GLOBAL DATA COLLECTION & LABELING MARKET RANKING, BY KEY PLAYER, 2022
TABLE 166. GLOBAL DATA COLLECTION & LABELING MARKET SHARE, BY KEY PLAYER, 2022
TABLE 167. GLOBAL DATA COLLECTION & LABELING MARKET PRODUCT PORTFOLIO ANALYSIS, BY KEY PLAYER, 2022
TABLE 168. GLOBAL DATA COLLECTION & LABELING MARKET MERGER & ACQUISITION
TABLE 169. GLOBAL DATA COLLECTION & LABELING MARKET AGREEMENT, COLLABORATION, & PARTNERSHIP
TABLE 170. GLOBAL DATA COLLECTION & LABELING MARKET NEW PRODUCT LAUNCH & ENHANCEMENT
TABLE 171. GLOBAL DATA COLLECTION & LABELING MARKET INVESTMENT & FUNDING
TABLE 172. GLOBAL DATA COLLECTION & LABELING MARKET AWARD, RECOGNITION, & EXPANSION
TABLE 173. GLOBAL DATA COLLECTION & LABELING MARKET: LICENSE & PRICING

Companies Mentioned

  • Alegion Inc.
  • Amazon.com, Inc.
  • Appen Limited
  • Capgemini SE
  • Centaur Labs Inc.
  • Cogito Tech LLC
  • DataLabeler
  • iMerit
  • INFOLKS PVT LTD
  • Labelbox, Inc.
  • Reality Analytics Inc.
  • Scale AI, Inc.
  • SHAIP
  • Snorkel AI, Inc.
  • Summa Linguae S.A.

Methodology

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