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US Data Collection Labelling Market

ID: MRFR/ICT/58419-HCR
200 Pages
Aarti Dhapte
Last Updated: February 06, 2026

US Data Collection and Labeling Market Size, Share and Research Report: By Data Type (Text, Image/ Video, Audio) and By Vertical (IT, Automotive, Government, Healthcare, BFSI, Retail & E-commerce, Others)-Forecast to 2035

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Summary Table of Contents Segmentation Download PDF
  1. 1 SECTION I: EXECUTIVE SUMMARY AND KEY HIGHLIGHTS
  2.   1.1 EXECUTIVE SUMMARY
  3.     1.1.1 Market Overview
  4.     1.1.2 Key Findings
  5.     1.1.3 Market Segmentation
  6.     1.1.4 Competitive Landscape
  7.     1.1.5 Challenges and Opportunities
  8.     1.1.6 Future Outlook
  9. 2 SECTION II: SCOPING, METHODOLOGY AND MARKET STRUCTURE
  10.   2.1 MARKET INTRODUCTION
  11.     2.1.1 Definition
  12.     2.1.2 Scope of the study
  13.       2.1.2.1 Research Objective
  14.       2.1.2.2 Assumption
  15.       2.1.2.3 Limitations
  16.   2.2 RESEARCH METHODOLOGY
  17.     2.2.1 Overview
  18.     2.2.2 Data Mining
  19.     2.2.3 Secondary Research
  20.     2.2.4 Primary Research
  21.       2.2.4.1 Primary Interviews and Information Gathering Process
  22.       2.2.4.2 Breakdown of Primary Respondents
  23.     2.2.5 Forecasting Model
  24.     2.2.6 Market Size Estimation
  25.       2.2.6.1 Bottom-Up Approach
  26.       2.2.6.2 Top-Down Approach
  27.     2.2.7 Data Triangulation
  28.     2.2.8 Validation
  29. 3 SECTION III: QUALITATIVE ANALYSIS
  30.   3.1 MARKET DYNAMICS
  31.     3.1.1 Overview
  32.     3.1.2 Drivers
  33.     3.1.3 Restraints
  34.     3.1.4 Opportunities
  35.   3.2 MARKET FACTOR ANALYSIS
  36.     3.2.1 Value chain Analysis
  37.     3.2.2 Porter's Five Forces Analysis
  38.       3.2.2.1 Bargaining Power of Suppliers
  39.       3.2.2.2 Bargaining Power of Buyers
  40.       3.2.2.3 Threat of New Entrants
  41.       3.2.2.4 Threat of Substitutes
  42.       3.2.2.5 Intensity of Rivalry
  43.     3.2.3 COVID-19 Impact Analysis
  44.       3.2.3.1 Market Impact Analysis
  45.       3.2.3.2 Regional Impact
  46.       3.2.3.3 Opportunity and Threat Analysis
  47. 4 SECTION IV: QUANTITATIVE ANALYSIS
  48.   4.1 Information and Communications Technology, BY Application (USD Million)
  49.     4.1.1 Image Recognition
  50.     4.1.2 Natural Language Processing
  51.     4.1.3 Video Analysis
  52.     4.1.4 Sentiment Analysis
  53.   4.2 Information and Communications Technology, BY End Use (USD Million)
  54.     4.2.1 Healthcare
  55.     4.2.2 Automotive
  56.     4.2.3 Retail
  57.     4.2.4 Finance
  58.   4.3 Information and Communications Technology, BY Data Type (USD Million)
  59.     4.3.1 Text Data
  60.     4.3.2 Image Data
  61.     4.3.3 Audio Data
  62.     4.3.4 Video Data
  63.   4.4 Information and Communications Technology, BY Labeling Technique (USD Million)
  64.     4.4.1 Manual Labeling
  65.     4.4.2 Automated Labeling
  66.     4.4.3 Semi-Automated Labeling
  67.     4.4.4 Crowdsourced Labeling
  68.   4.5 Information and Communications Technology, BY Industry (USD Million)
  69.     4.5.1 E-commerce
  70.     4.5.2 Telecommunications
  71.     4.5.3 Education
  72.     4.5.4 Entertainment
  73. 5 SECTION V: COMPETITIVE ANALYSIS
  74.   5.1 Competitive Landscape
  75.     5.1.1 Overview
  76.     5.1.2 Competitive Analysis
  77.     5.1.3 Market share Analysis
  78.     5.1.4 Major Growth Strategy in the Information and Communications Technology
  79.     5.1.5 Competitive Benchmarking
  80.     5.1.6 Leading Players in Terms of Number of Developments in the Information and Communications Technology
  81.     5.1.7 Key developments and growth strategies
  82.       5.1.7.1 New Product Launch/Service Deployment
  83.       5.1.7.2 Merger & Acquisitions
  84.       5.1.7.3 Joint Ventures
  85.     5.1.8 Major Players Financial Matrix
  86.       5.1.8.1 Sales and Operating Income
  87.       5.1.8.2 Major Players R&D Expenditure. 2023
  88.   5.2 Company Profiles
  89.     5.2.1 Amazon Web Services (US)
  90.       5.2.1.1 Financial Overview
  91.       5.2.1.2 Products Offered
  92.       5.2.1.3 Key Developments
  93.       5.2.1.4 SWOT Analysis
  94.       5.2.1.5 Key Strategies
  95.     5.2.2 Google Cloud (US)
  96.       5.2.2.1 Financial Overview
  97.       5.2.2.2 Products Offered
  98.       5.2.2.3 Key Developments
  99.       5.2.2.4 SWOT Analysis
  100.       5.2.2.5 Key Strategies
  101.     5.2.3 Microsoft Azure (US)
  102.       5.2.3.1 Financial Overview
  103.       5.2.3.2 Products Offered
  104.       5.2.3.3 Key Developments
  105.       5.2.3.4 SWOT Analysis
  106.       5.2.3.5 Key Strategies
  107.     5.2.4 IBM (US)
  108.       5.2.4.1 Financial Overview
  109.       5.2.4.2 Products Offered
  110.       5.2.4.3 Key Developments
  111.       5.2.4.4 SWOT Analysis
  112.       5.2.4.5 Key Strategies
  113.     5.2.5 Appen (US)
  114.       5.2.5.1 Financial Overview
  115.       5.2.5.2 Products Offered
  116.       5.2.5.3 Key Developments
  117.       5.2.5.4 SWOT Analysis
  118.       5.2.5.5 Key Strategies
  119.     5.2.6 Scale AI (US)
  120.       5.2.6.1 Financial Overview
  121.       5.2.6.2 Products Offered
  122.       5.2.6.3 Key Developments
  123.       5.2.6.4 SWOT Analysis
  124.       5.2.6.5 Key Strategies
  125.     5.2.7 Lionbridge (US)
  126.       5.2.7.1 Financial Overview
  127.       5.2.7.2 Products Offered
  128.       5.2.7.3 Key Developments
  129.       5.2.7.4 SWOT Analysis
  130.       5.2.7.5 Key Strategies
  131.     5.2.8 iMerit (US)
  132.       5.2.8.1 Financial Overview
  133.       5.2.8.2 Products Offered
  134.       5.2.8.3 Key Developments
  135.       5.2.8.4 SWOT Analysis
  136.       5.2.8.5 Key Strategies
  137.     5.2.9 Cognizant (US)
  138.       5.2.9.1 Financial Overview
  139.       5.2.9.2 Products Offered
  140.       5.2.9.3 Key Developments
  141.       5.2.9.4 SWOT Analysis
  142.       5.2.9.5 Key Strategies
  143.   5.3 Appendix
  144.     5.3.1 References
  145.     5.3.2 Related Reports
  146. 6 LIST OF FIGURES
  147.   6.1 MARKET SYNOPSIS
  148.   6.2 US MARKET ANALYSIS BY APPLICATION
  149.   6.3 US MARKET ANALYSIS BY END USE
  150.   6.4 US MARKET ANALYSIS BY DATA TYPE
  151.   6.5 US MARKET ANALYSIS BY LABELING TECHNIQUE
  152.   6.6 US MARKET ANALYSIS BY INDUSTRY
  153.   6.7 KEY BUYING CRITERIA OF INFORMATION AND COMMUNICATIONS TECHNOLOGY
  154.   6.8 RESEARCH PROCESS OF MRFR
  155.   6.9 DRO ANALYSIS OF INFORMATION AND COMMUNICATIONS TECHNOLOGY
  156.   6.10 DRIVERS IMPACT ANALYSIS: INFORMATION AND COMMUNICATIONS TECHNOLOGY
  157.   6.11 RESTRAINTS IMPACT ANALYSIS: INFORMATION AND COMMUNICATIONS TECHNOLOGY
  158.   6.12 SUPPLY / VALUE CHAIN: INFORMATION AND COMMUNICATIONS TECHNOLOGY
  159.   6.13 INFORMATION AND COMMUNICATIONS TECHNOLOGY, BY APPLICATION, 2024 (% SHARE)
  160.   6.14 INFORMATION AND COMMUNICATIONS TECHNOLOGY, BY APPLICATION, 2024 TO 2035 (USD Million)
  161.   6.15 INFORMATION AND COMMUNICATIONS TECHNOLOGY, BY END USE, 2024 (% SHARE)
  162.   6.16 INFORMATION AND COMMUNICATIONS TECHNOLOGY, BY END USE, 2024 TO 2035 (USD Million)
  163.   6.17 INFORMATION AND COMMUNICATIONS TECHNOLOGY, BY DATA TYPE, 2024 (% SHARE)
  164.   6.18 INFORMATION AND COMMUNICATIONS TECHNOLOGY, BY DATA TYPE, 2024 TO 2035 (USD Million)
  165.   6.19 INFORMATION AND COMMUNICATIONS TECHNOLOGY, BY LABELING TECHNIQUE, 2024 (% SHARE)
  166.   6.20 INFORMATION AND COMMUNICATIONS TECHNOLOGY, BY LABELING TECHNIQUE, 2024 TO 2035 (USD Million)
  167.   6.21 INFORMATION AND COMMUNICATIONS TECHNOLOGY, BY INDUSTRY, 2024 (% SHARE)
  168.   6.22 INFORMATION AND COMMUNICATIONS TECHNOLOGY, BY INDUSTRY, 2024 TO 2035 (USD Million)
  169.   6.23 BENCHMARKING OF MAJOR COMPETITORS
  170. 7 LIST OF TABLES
  171.   7.1 LIST OF ASSUMPTIONS
  172.     7.1.1
  173.   7.2 US MARKET SIZE ESTIMATES; FORECAST
  174.     7.2.1 BY APPLICATION, 2026-2035 (USD Million)
  175.     7.2.2 BY END USE, 2026-2035 (USD Million)
  176.     7.2.3 BY DATA TYPE, 2026-2035 (USD Million)
  177.     7.2.4 BY LABELING TECHNIQUE, 2026-2035 (USD Million)
  178.     7.2.5 BY INDUSTRY, 2026-2035 (USD Million)
  179.   7.3 PRODUCT LAUNCH/PRODUCT DEVELOPMENT/APPROVAL
  180.     7.3.1
  181.   7.4 ACQUISITION/PARTNERSHIP
  182.     7.4.1

US Information and Communications Technology Market Segmentation

Information and Communications Technology By Application (USD Million, 2026-2035)

  • Image Recognition
  • Natural Language Processing
  • Video Analysis
  • Sentiment Analysis

Information and Communications Technology By End Use (USD Million, 2026-2035)

  • Healthcare
  • Automotive
  • Retail
  • Finance

Information and Communications Technology By Data Type (USD Million, 2026-2035)

  • Text Data
  • Image Data
  • Audio Data
  • Video Data

Information and Communications Technology By Labeling Technique (USD Million, 2026-2035)

  • Manual Labeling
  • Automated Labeling
  • Semi-Automated Labeling
  • Crowdsourced Labeling

Information and Communications Technology By Industry (USD Million, 2026-2035)

  • E-commerce
  • Telecommunications
  • Education
  • Entertainment

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