Global Data Collection and Labelling Market Report By Type (Audio, Image/ Video, Text), By Vertical (IT, Automotive, Government, Healthcare, BFSI, Retail & E-Commerce, Others) And By Regions - Industry Trends, Size, Share, Growth, Estimation and Forecast, 2020-2027

ID:VMR11212491
April 2021
Report Formats:
The global demand for Data Collection and Labelling Market is presumed to reach the valuation of nearly USD XX MN by 2026 from USD XX MN in 2019 with a CAGR of XX% under the study period of 2020 - 2026.
 
Data collection and labelling is the process of gathered and measuring on different aspect of interest. Labeled data is a group of samples that have been tagged with one or more labels. Labeling typically takes a set of unlabeled data and enhances each part of that unlabeled data with meaningful tags that are informative.Data labelling is a vital part of data pre-processing for machine learning, in which both input and output data are labelled for classification to provide a learning basis for future data processing.
 
Market Dynamics
 
The market is primarily driven by rising adoption of the technology because of benefits such as extracting business insights from socially shared pictures and auto-organizing untagged photo collections. Furthermore, it aids offering enhanced safety features in autonomous vehicles such as terrain detection, wear detection and conditioned monitoring. Machine learning is driven by collection of data has been implanted in various field such as drones and robotics, face identification on social networking websites. In addition to this, this technology is used in safety and security related application, for instance, facial recognition data collection.
 
The report covers Porter’s Five Forces Model, Market Attractiveness Analysis and Value Chain analysis. These tools help to get a clear picture of the industry’s structure and evaluate the competition attractiveness at a global level.
 
Additionally, these tools also give inclusive assessment of each application/product segment in the global market of data collection and labelling.
 
Market Segmentation
 
The entire data collection and labelling market has been sub-categorized into type and vertical. The report provides an analysis of these subsets with respect to the geographical segmentation. This research study will keep marketer informed and helps to identify the target demographics for a product or service.
 
By Type
  • Audio
  • Image/ Video
  • Text
 
By Vertical
  • IT
  • Automotive
  • Government
  • Healthcare
  • BFSI
  • Retail & E-Commerce
  • Others
 
Regional Analysis
 
This section covers regional segmentation which accentuates on current and future demand for data collection and labelling market across North America, Europe, Asia-Pacific, Latin America, and Middle East & Africa. Further, the report focuses on demand for individual application segment across all the prominent regions.
 
Global Data Collection and Labelling Market Share by Region (Representative Graph)
 
Global Data Collection and Labelling Market Share
 
The research report also covers the comprehensive profiles of the key players in the market and an in-depth view of the competitive landscape worldwide. The major players in the data collection and labelling market include Appen Limited, Reality AI, Globalme Localization Inc., Global Technology Solutions, Alegion, Labelbox, Inc., Dobility, Inc., Scale AI, Inc., Trilldata Technologies Pvt Ltd., Playment Inc. This section includes a holistic view of the competitive landscape that includes various strategic developments such as key mergers & acquisitions, future capacities, partnerships, financial overviews, collaborations, new product developments, new product launches, and other developments.
                                            
METHODOLOGY:
 
This market research report has been produced by gathering information on the basis of primary and secondary research. Secondary research has been done by using various sources which include (but not limited to) Company Websites, Paid Data Sources,  Technical Journals, Financial Reports, SEC Filings, and other different industry publications.
 
If specific information is required which is not currently within the scope of the report, it can be provided as a part of customization.

1 . PREFACE
       1.1. Report Description
           1.1.1. Objective
           1.1.2. Target Audience
           1.1.3. Unique Selling Proposition (USP) & offerings
       1.2. Research Scope
       1.3. Research Methodology
           1.3.1. Market Research Process
           1.3.2. Market Research Methodology
 
2 . EXECUTIVE SUMMARY
       2.1. Highlights of Data Collection And Labelling Market
       2.2. Global Data Collection And Labelling Market Snapshot
 
3 . DATA COLLECTION AND LABELLING – INDUSTRY ANALYSIS
       3.1. Introduction
       3.2. Market Drivers of Data Collection And Labelling Market
       3.3. Market Restraints of Data Collection And Labelling Market
       3.4. Opportunities of Data Collection And Labelling Market
       3.5. Trends of Data Collection And Labelling Market
       3.6. Porter’s Five Force Analysis of Data Collection And Labelling Market
       3.7. Data Collection And Labelling Market Attractiveness Analysis
           3.7.1 Market Attractive Analysis by Type
           3.7.2 Market Attractive Analysis by Vertical
           3.7.3 Market Attractive Analysis by Region
 
4 . VALUE CHAIN ANALYSIS
       4.1. Data Collection And Labelling Value Chain Analysis
       4.2. Data Collection And Labelling Raw Material Analysis
           4.2.1. List of Raw Materials
           4.2.2. Data Collection And Labelling Raw Material Manufactures List
           4.2.3. Price Trend of Data Collection And Labelling Key Raw Materials
       4.3. List of Potential Buyers
       4.4. Marketing Channel
           4.4.1. Direct Marketing
           4.4.2. Indirect Marketing
           4.4.3. Marketing Channel Development Trend
 
5 . IMPACT ANALYSIS OF COVID-19 OUTBREAK
       5.1. Impact Analysis of Covid-19 Outbreak on Data Collection And Labelling Market
           5.1.1. Direct Impact on Production
           5.1.2. Supply Chain and Market Disruption
           5.1.3. Financial Impact on Firms and Financial Markets
       5.2. COVID-19 Impact Analysis by Production, Import, Export and Demand
       5.3. Data Collection And Labelling Market: Pre V/S Post COVID-19
       5.4. Estimated Impact of the Coronavirus (COVID-19) Epidemic on the Data Collection And Labelling Market Size in 2020, by Scenario
       5.5. COVID-19: Micro and Macro Factor Analysis on Data Collection And Labelling Market
 
6 . GLOBAL DATA COLLECTION AND LABELLING MARKET ANALYSIS BY TYPE
       6.1 Overview by Type
       6.2 Historical Data 2015-2018
       6.3 Global Data Collection And Labelling Market Analysis by Type
       6.4 Market Analysis of Audio by Regions
       6.6 Market Analysis of Image/ Video by Regions
       6.5 Market Analysis of Text by Regions
 
7 . GLOBAL DATA COLLECTION AND LABELLING MARKET ANALYSIS BY VERTICAL
       7.1 Overview by Vertical
       7.2 Historical Data 2015-2018
       7.3 Global Data Collection And Labelling Market Analysis by Vertical
       7.4 Market Analysis of IT by Regions
       7.5 Market Analysis of Automotive by Regions
       7.6 Market Analysis of Government by Regions
       7.7 Market Analysis of Healthcare by Regions
       7.8 Market Analysis of BFSI by Regions
       7.9 Market Analysis of Retail & E-Commerce by Regions
       7.10. Market Analysis of Others by Regions
 
8 . GLOBAL DATA COLLECTION AND LABELLING MARKET ANALYSIS BY GEOGRAPHY
       8.1. Regional Outlook
       8.2. Introduction
       8.3. North America
           8.3.1. Overview and Historic Data
           8.3.2. North America Data Collection And Labelling Market Estimate By Market Segment
           8.3.3. North America Data Collection And Labelling Market Estimate By Country
           8.3.4. United State
           8.3.5. Canada
           8.3.6. Mexico
       8.4. Europe
           8.4.1. Overview and Historic Data
           8.4.2. Europe Data Collection And Labelling Market Estimate by Market Segment
           8.4.3. Europe Data Collection And Labelling Market Estimate by Country
           8.4.4. United Kingdom
           8.4.5. France
           8.4.6. Germany
           8.4.7. Italy
           8.4.8. Russia
           8.4.9. Rest Of Europe
       8.5. Asia Pacific
           8.5.1. Overview and Historic Data
           8.5.2. Asia Pacific Data Collection And Labelling Market Estimate by Market Segment
           8.5.3. Asia Pacific Data Collection And Labelling Market Estimate by Country
           8.5.4. China
           8.5.5. India
           8.5.6. Japan
           8.5.7. South Korea
           8.5.8. Australia
           8.5.9. Rest Of Asia Pacific
       8.6. Latin America
           8.6.1. Overview and Historic Data
           8.6.2. Latin America Data Collection And Labelling Market Estimate by Market Segment
           8.6.3. Latin America Data Collection And Labelling Market Estimate by Country
           8.6.4. Brazil
           8.6.5. Argentina
           8.6.6. Peru
           8.6.7. Chile
           8.6.8. Rest of Latin America
       8.7. Middle East & Africa
           8.7.1. Overview and Historic Data
           8.7.2. Middle East & Africa Data Collection And Labelling Market Estimate by Market Segment
           8.7.3. Middle East & Africa Data Collection And Labelling Market Estimate by Country
           8.7.4. Saudi Arabia
           8.7.5. UAE
           8.7.6. Israel
           8.7.7. South Africa
           8.7.8. Rest Of Middle East And Africa
 
9 . COMPETITIVE LANDSCAPE OF THE DATA COLLECTION AND LABELLING COMPANIES
       9.1. Data Collection And Labelling Market Competition
       9.2. Partnership/Collaboration/Agreement
       9.3. Merger And Acquisitions
       9.4. New Product Launch
       9.5. Other Developments
 
10 . COMPANY PROFILES OF DATA COLLECTION AND LABELLING INDUSTRY
       10.1. Company Share Analysis
       10.2. Market Concentration Rate
       10.3. Appen Limited
           10.3.1. Company Overview
           10.3.2. Financials
           10.3.3. Products
           10.3.4. Recent Developments
       10.4. Reality AI
           10.4.1. Company Overview
           10.4.2. Financials
           10.4.3. Products
           10.4.4. Recent Developments
       10.5. Globalme Localization Inc.
           10.5.1. Company Overview
           10.5.2. Financials
           10.5.3. Products
           10.5.4. Recent Developments
       10.6. Global Technology Solutions
           10.6.1. Company Overview
           10.6.2. Financials
           10.6.3. Products
           10.6.4. Recent Developments
       10.7. Alegion
           10.7.1. Company Overview
           10.7.2. Financials
           10.7.3. Products
           10.7.4. Recent Developments
       10.8. Labelbox Inc.
           10.8.1. Company Overview
           10.8.2. Financials
           10.8.3. Products
           10.8.4. Recent Developments
       10.9. Dobility Inc.
           10.9.1. Company Overview
           10.9.2. Financials
           10.9.3. Products
           10.9.4. Recent Developments
       10.10. Scale AI Inc.
           10.10.1. Company Overview
           10.10.2. Financials
           10.10.3. Products
           10.10.4. Recent Developments
       10.11. Trilldata Technologies Pvt Ltd.
           10.11.1. Company Overview
           10.11.2. Financials
           10.11.3. Products
           10.11.4. Recent Developments
       10.12. Playment Inc.
           10.12.1. Company Overview
           10.12.2. Financials
           10.12.3. Products
           10.12.4. Recent Developments
 
 *Note - in company profiling, financial details and recent development are subject to availability or might not be covered in case of private companies
 
 LIST OF TABLES
 

  •  Global Data Collection And Labelling Market Snapshot
  •  Drivers of The Global Data Collection And Labelling Market Impact Analysis
  •  Restraints of The Global Data Collection And Labelling Market Impact Analysis
  •  List of Raw Material
  •  List of Raw Material Manufactures
  •  List of Potential Buyers
  •  COVID-19 Impact Analysis by Production, Import, Export and Demand
  •  Data Collection And Labelling Market: Pre V/S Post COVID-19
  •  Estimated Impact Of The Coronavirus (Covid-19) Epidemic On The Data Collection And Labelling Market Size In 2020, By Scenario
  •  COVID-19: Micro and Macro Factor Analysis on Data Collection And Labelling Market
  •  Global Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  Historic Data 2015-2018
  •  Global Data Collection And Labelling Market Analysis in Audio by Geography ( USD MN)
  •  Global Data Collection And Labelling Market Analysis in Image/ Video by Geography ( USD MN)
  •  Global Data Collection And Labelling Market Analysis in Text by Geography ( USD MN)
  •  Global Data Collection And Labelling Market Analysis by Vertical ( USD MN)
  •  Historic Data 2015-2018
  •  Global Data Collection And Labelling Market Analysis in IT by Geography ( USD MN)
  •  Global Data Collection And Labelling Market Analysis in Automotive by Geography ( USD MN)
  •  Global Data Collection And Labelling Market Analysis in Government by Geography ( USD MN)
  •  Global Data Collection And Labelling Market Analysis in Healthcare by Geography ( USD MN)
  •  Global Data Collection And Labelling Market Analysis in BFSI by Geography ( USD MN)
  •  Global Data Collection And Labelling Market Analysis in Retail & E-Commerce by Geography ( USD MN)
  •  Global Data Collection And Labelling Market Analysis in Others by Geography ( USD MN)
  •  Global Data Collection And Labelling Market by Geography ( USD MN)
  •  Historic Data 2015-2018
  •  North America Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  North America Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  North America Data Collection And Labelling Market Estimate by Country ( USD MN)
  •  United State Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  United State Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  Canada Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  Canada Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  Mexico Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  Mexico Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  Europe Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  Europe Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  Europe Data Collection And Labelling Market Estimate by Country ( USD MN)
  •  United Kingdom Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  United Kingdom Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  France Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  France Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  Germany Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  Germany Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  Italy Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  Italy Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  Russia Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  Russia Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  Spain Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  Spain Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  Rest of Europe Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  Rest of Europe Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  Asia Pacific Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  Asia Pacific Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  Asia Pacific Data Collection And Labelling Market Estimate by Country ( USD MN)
  •  China Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  China Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  Japan Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  Japan Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  India Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  India Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  South Korea Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  South Korea Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  Australia Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  Australia Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  Rest of Asia Pacific Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  Rest of Asia Pacific Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  Latin America Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  Latin America Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  Latin America Data Collection And Labelling Market Estimate by Country ( USD MN)
  •  Brazil Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  Brazil Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  Argentina Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  Argentina Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  Peru Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  Peru Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  Chile Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  Chile Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  Rest of Latin America Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  Rest of Latin America Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  Middle East & Africa Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  Middle East & Africa Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  Middle East & Africa Data Collection And Labelling Market Estimate by Country ( USD MN)
  •  Saudi Arabia Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  Saudi Arabia Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  UAE Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  UAE Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  Israel Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  Israel Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  South Africa Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  South Africa Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  Rest of Middle East and Africa Data Collection And Labelling Market Analysis by Type ( USD MN)
  •  Rest of Middle East and Africa Data Collection And Labelling Market Estimate by Vertical ( USD MN)
  •  Partnership/Collaboration/Agreement
  •  Mergers And Acquisiton
 
 LIST OF FIGURES
 
  •  Research Scope of Data Collection And Labelling Report
  •  Market Research Process
  •  Market Research Methodology
  •  Global Data Collection And Labelling Market Size, by Region (2019)
  •  Porters Five Forces Analysis
  •  Market Attractiveness Analysis by Type
  •  Market Attractiveness Analysis by Vertical
  •  Market Attractiveness Analysis by Region
  •  Value Chain Analysis
  •  Global Data Collection And Labelling Market Analysis by Type
  •  Global Data Collection And Labelling Market Analysis in Audio by Region
  •  Global Data Collection And Labelling Market Analysis in Image/ Video by Region
  •  Global Data Collection And Labelling Market Analysis in Text by Region
  •  Global Data Collection And Labelling Market Analysis by Vertical
  •  Global Data Collection And Labelling Market Analysis in IT by Region
  •  Global Data Collection And Labelling Market Analysis in Automotive by Region
  •  Global Data Collection And Labelling Market Analysis in Government by Region
  •  Global Data Collection And Labelling Market Analysis in Healthcare by Region
  •  Global Data Collection And Labelling Market Analysis in BFSI by Region
  •  Global Data Collection And Labelling Market Analysis in Retail & E-Commerce by Region
  •  Global Data Collection And Labelling Market Analysis in Others by Region
  •  Global Data Collection And Labelling Market by Revenue
  •  North America Data Collection And Labelling Market by Revenue
  •  Europe Data Collection And Labelling Market by Revenue
  •  Asia Pacific Data Collection And Labelling Market by Revenue
  •  Latin America Data Collection And Labelling Market by Revenue
  •  Middle East & Africa Data Collection And Labelling Market by Revenue
  •  Recent Development in Data Collection And Labelling Industry
  •  Company Market Share Analysis, 2019
 
 * Kindly note that the above listed are the basic tables and figures of the report and are not limited to the TOC.
 

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  • Analyze competitive developments

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