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データ注釈とラベリングの世界市場レポート 2025年

Data Annotation and Labeling Global Market Report 2025

出版日
ページ情報
英文 200 Pages
納期
2～10営業日
カスタマイズ可能
適宜更新あり
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=144.06円
データ注釈とラベリングの世界市場レポート 2025年
出版日: 2025年03月04日
発行: The Business Research Company
ページ情報: 英文 200 Pages
納期: 2～10営業日
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  • 概要
  • 目次
概要

データ注釈とラベリング市場規模は、今後数年で飛躍的な成長が見込まれます。2029年にはCAGR32.8％で70億1,000万米ドルに成長します。予測期間の成長は、MLとAIの利用の増加、IoTの出現、クラウドベースのソリューションの増加に起因しています。予測期間の主な動向には、製品イノベーション、技術進歩、戦略的パートナーシップなどがあります。

人工知能と機械学習の利用の増加は、データ注釈とラベリング市場の今後の成長を促進すると予想されます。人工知能は、人間の知性を必要とするタスクを実行するコンピュータシステムを構築することを含み、機械学習は、各タスクを明示的にコーディングすることなくプロセスを予測、分類、自動化するためにデータから学習するアルゴリズムに焦点を当てています。機械学習と人工知能のデータ注釈とラベリングは、機械学習モデルがパターンを発見し、結果を予測し、仕事を効率的に実行できるようにするラベル付きデータセットを提供するため、アルゴリズムのトレーニングに不可欠です。例えば、米国を拠点とする技術系企業、インターナショナル・ビジネス・マシーンズ・コーポレーションによると、2022年5月には、約3分の1の組織（35％）が業務に人工知能を活用していると報告しており、2021年から4ポイント増加しています。2022年には、前年（2021年）比でAIを導入する企業が13％増加しました。同様に、米国を拠点とする独立系技術調査ブログEarthweb Inc.によると、2023年7月には、企業の48％が大量のデータを有効活用するためにディープラーニング（機械学習）を利用していました。そのため、人工知能や機械学習の利用が増加しており、データ注釈とラベリング市場を牽引しています。

データ注釈とラベリング市場で事業を展開する主要企業は、市場での地位を強化するために、構造化データ注釈ツールなどの技術的なアップグレードを伴う製品に注力しています。構造化データ注釈ツールとは、機械学習アルゴリズムが構造化データをより簡単に識別・処理できるように、ユーザーが構造化データにマークやタグを付けることを可能にするソフトウェアアプリケーションです。例えば、2023年3月、データ注釈ツールを提供する英国のサイバイト・リミテッド（SciBite Limited）は、ワークベンチ（Workbench）を発表しました。Workbenchは構造化されたデータ注釈アプリケーションで、用語集やオントロジー標準を使ってデータのキュレーションを容易にします。Workbenchは、データの検索性、アクセス性、相互関連性、再利用性を保証するデータ管理へのFAIRアプローチの実装で企業を支援します。データサイエンティストやキュレータは，Workbenchの分かりやすいユーザインタフェースを使用してデータに正しく注釈を付けることができ，時間を節約して再現性を高めることができます。Workbenchはまた，基本的な操作へのプログラム的アクセスを提供する堅牢なREST APIを備えており，特注のデータキュレーションワークフローへの統合を可能にします。

目次

第1章 エグゼクティブサマリー

第2章 市場の特徴

第3章 市場動向と戦略

第4章 市場- 金利、インフレ、地政学、コロナ、回復が市場に与える影響を含むマクロ経済シナリオ

第5章 世界の成長分析と戦略分析フレームワーク

  • 世界データ注釈とラベリング PESTEL分析（政治、社会、技術、環境、法的要因、促進要因、抑制要因）
  • 最終用途産業の分析
  • 世界のデータ注釈とラベリング市場：成長率分析
  • 世界のデータ注釈とラベリング市場の実績：規模と成長, 2019-2024
  • 世界のデータ注釈とラベリング市場の予測：規模と成長, 2024-2029, 2034F
  • 世界データ注釈とラベリング総アドレス可能市場（TAM）

第6章 市場セグメンテーション

  • 世界のデータ注釈とラベリング市場：コンポーネント別、実績と予測, 2019-2024, 2024-2029F, 2034F
  • ソリューション
  • サービス
  • 世界のデータ注釈とラベリング市場データタイプ別、実績と予測, 2019-2024, 2024-2029F, 2034F
  • 文章
  • 画像
  • ビデオ
  • オーディオ
  • 世界のデータ注釈とラベリング市場注釈の種類別、実績と予測, 2019-2024, 2024-2029F, 2034F
  • マニュアル
  • 自動
  • 準監督
  • 世界のデータ注釈とラベリング市場：用途別、実績と予測, 2019-2024, 2024-2029F, 2034F
  • データセット管理
  • セキュリティとコンプライアンス
  • データ品質管理
  • 人材管理
  • コンテンツ管理
  • カタログ管理
  • 感情分析
  • その他の用途
  • 世界のデータ注釈とラベリング市場業種別、実績と予測, 2019-2024, 2024-2029F, 2034F
  • 銀行金融サービスおよび保険（BFSI）
  • 情報技術と情報技術対応サービス（ITES）
  • ヘルスケアとライフサイエンス
  • 通信
  • 政府防衛および公的機関
  • 小売・消費財
  • 自動車
  • その他の業種
  • 世界のデータ注釈とラベリング市場、ソリューションのサブセグメンテーション、タイプ別、実績と予測, 2019-2024, 2024-2029F, 2034F
  • 自動注釈ツール
  • 注釈ソフトウェアプラットフォーム
  • データ管理ソリューション
  • 世界のデータ注釈とラベリング市場、サービスの種類別のサブセグメンテーション、実績と予測, 2019-2024, 2024-2029F, 2034F
  • 手動注釈サービス
  • データ品質保証サービス
  • カスタム注釈ソリューション
  • クラウドソーシングによる注釈サービス

第7章 地域別・国別分析

  • 世界のデータ注釈とラベリング市場：地域別、実績と予測, 2019-2024, 2024-2029F, 2034F
  • 世界のデータ注釈とラベリング市場：国別、実績と予測, 2019-2024, 2024-2029F, 2034F

第8章 アジア太平洋市場

第9章 中国市場

第10章 インド市場

第11章 日本市場

第12章 オーストラリア市場

第13章 インドネシア市場

第14章 韓国市場

第15章 西欧市場

第16章 英国市場

第17章 ドイツ市場

第18章 フランス市場

第19章 イタリア市場

第20章 スペイン市場

第21章 東欧市場

第22章 ロシア市場

第23章 北米市場

第24章 米国市場

第25章 カナダ市場

第26章 南米市場

第27章 ブラジル市場

第28章 中東市場

第29章 アフリカ市場

第30章 競合情勢と企業プロファイル

  • データ注釈とラベリング市場：競合情勢
  • データ注釈とラベリング市場：企業プロファイル
    • Google LLC Overview, Products and Services, Strategy and Financial Analysis
    • Amazon Web Services Inc. Overview, Products and Services, Strategy and Financial Analysis
    • The International Business Machines Corporation Overview, Products and Services, Strategy and Financial Analysis
    • Oracle Corporation Overview, Products and Services, Strategy and Financial Analysis
    • Adobe Inc. Overview, Products and Services, Strategy and Financial Analysis

第31章 その他の大手企業と革新的企業

  • Allegion PLC
  • TELUS International
  • Appen Ltd
  • Scale AI Inc
  • CloudFactory Limited
  • Anolytics
  • CapeStart Inc.
  • Clickworker
  • DataPure Technologies
  • Amantya Technologies
  • Labelbox Inc.
  • LXT AI Inc.
  • Keylabs.ai LTD.
  • Dataloop AI
  • Precise BPO Solution

第32章 世界の市場競合ベンチマーキングとダッシュボード

第33章 主要な合併と買収

第34章 最近の市場動向

第35章 市場の潜在力が高い国、セグメント、戦略

  • データ注釈とラベリング市場2029：新たな機会を提供する国
  • データ注釈とラベリング市場2029：新たな機会を提供するセグメント
  • データ注釈とラベリング市場2029：成長戦略
    • 市場動向に基づく戦略
    • 競合の戦略

第36章 付録

目次
Product Code: r27826

Data annotation, additionally referred to as data labeling, is the act of attributing, tagging, or labeling data using various metadata formats such as audio, text, pictures, and videos to train machine learning models. It is required to train AI (artificial intelligence) models so that they can properly understand varied kinds of data.

The main components of data annotation and labeling are solutions and services. A solution is a technique or procedure for resolving a problem or fulfilling a requirement. It includes various data types such as text, image, video, and audio, with several types of annotation are included, such as manual, automatic, and semi-supervises. It is used for several application, including dataset management, security and compliance, data quality control, workforce management, content management, catalog management, sentiment analysis, and others, and are used by various end-users, such as banking, financial services, and insurance (BFSI), information technology and information technology-enabled services (ITES), healthcare and life science, telecom, government defense, and public agencies, retail and consumer goods, automotive, and others.

The main components of data annotation and labeling are solutions and services. A solution is a technique or procedure for resolving a problem or fulfilling a requirement. It includes various data types such as text, image, video, and audio, with several types of annotation are included, such as manual, automatic, and semi-supervises. It is used for several application, including dataset management, security and compliance, data quality control, workforce management, content management, catalog management, sentiment analysis, and others, and are used by various end-users, such as banking, financial services, and insurance (BFSI), information technology and information technology-enabled services (ITES), healthcare and life science, telecom, government defense, and public agencies, retail and consumer goods, automotive, and others.

The data annotation and labeling market size has grown exponentially in recent years. It will grow from $1.7 billion in 2024 to $2.26 billion in 2025 at a compound annual growth rate (CAGR) of 32.5%. The growth in the historic period can be attributed to increased accessibility of cloud-based data annotation services, emergence of crowdsourcing platforms.

The data annotation and labeling market size is expected to see exponential growth in the next few years. It will grow to $7.01 billion in 2029 at a compound annual growth rate (CAGR) of 32.8%. The growth in the forecast period can be attributed to increasing use of ML and AI, emergence of IoT, increasing cloud-based solutions. Major trends in the forecast period include product innovations, technological advancements, strategic partnerships.

The increasing usage of artificial intelligence and machine learning is expected to propel the growth of the data annotation and labeling market going forward. Artificial intelligence involves creating computer systems to perform tasks requiring human intellect, while machine learning focuses on algorithms learning from data to predict, categorize, and automate processes without explicit coding for each task. Data annotation and labeling in machine learning and artificial intelligence are critical for training algorithms because they provide labeled datasets that allow machine learning models to spot patterns, anticipate outcomes, and perform jobs effectively. For instance, in May 2022, according to the International Business Machines Corporation, a US-based technological company, approximately a third of organizations (35%) reported utilizing artificial intelligence in their operations, up four points from 2021. In 2022, there was a 13% rise in the chance of firms implementing AI relative to the previous year (2021). Similarly, in July 2023, according to Earthweb Inc., a US-based independent technology research blog, 48% of companies used deep learning, or machine learning, to make good use of massive amounts of data. Therefore, the increasing usage of artificial intelligence and machine learning is driving the data annotation and labeling market.

Major companies operating in the data annotation and labeling market are focusing on products with technological upgrades such as structured data annotation tools to strengthen their position in the market. Structured data annotation tools are software applications that allow users to mark and tag structured data so that machine learning algorithms can identify and process it more easily. For instance, in March 2023, SciBite Limited, a UK-based company that offers a data annotation tool, launched Workbench. Workbench is a structured data annotation application that makes it easier to curate data using terminology and ontology standards. Workbench assists businesses with implementing a FAIR approach to data management, which ensures that data is findable, accessible, interrelated, and reusable. Data scientists and curators can correctly annotate data using Workbench's straightforward user interface, saving time and increasing replicability. Workbench also features a robust REST API that provides programmatic access to fundamental operations, allowing for integration into bespoke data curation workflows.

In August 2023, iMerit Inc., a US-based provider of AI data solutions, acquired Ango.ai for an undisclosed amount. The acquisition aims to combine iMerit's AI data expertise with Ango.ai's advanced data labeling technology, improving the development and efficiency of AI projects. This strategic move is designed to expand iMerit's technological capabilities, accelerate AI development, and strengthen its market position. Ango.ai is a Turkey-based platform that specializes in AI-supported data labeling.

Major companies operating in the data annotation and labeling market are Google LLC, Amazon Web Services Inc., The International Business Machines Corporation, Oracle Corporation, Adobe Inc., Allegion PLC, TELUS International, Appen Ltd, Scale AI Inc, CloudFactory Limited, Anolytics, CapeStart Inc., Clickworker, DataPure Technologies, Amantya Technologies, Labelbox Inc., LXT AI Inc., Keylabs.ai LTD., Dataloop AI, Precise BPO Solution, SuperAnnotate, Label Your Data, V7 Labs, Cogito Tech LLC, AI Data innovation, Sigma AI, LightTag, Datasur N.V., Kili technology Corp., Segment AI

North America was the largest region in the data annotation and labeling market in 2024. The regions covered in the data annotation and labeling market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the data annotation and labeling market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The data annotation and labeling market includes revenues earned by entities by providing services such as object detection, sentiment analysis, named entity recognition, and quality assurance for machine learning and AI model training datasets. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Data Annotation and Labeling Global Market Report 2025 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on data annotation and labeling market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

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Where is the largest and fastest growing market for data annotation and labeling ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The data annotation and labeling market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

  • The market characteristics section of the report defines and explains the market.
  • The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
  • The forecasts are made after considering the major factors currently impacting the market. These include:

The forecasts are made after considering the major factors currently impacting the market. These include the Russia-Ukraine war, rising inflation, higher interest rates, and the legacy of the COVID-19 pandemic.

  • Market segmentations break down the market into sub markets.
  • The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
  • The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
  • The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

  • Markets Covered:1) By Component: Solution; Service
  • 2) By Data Type: Text; Image; Video; Audio
  • 3) By Annotation Type: Manual; Automatic; Semi-Supervises
  • 4) By Application: Dataset Management; Security And Compliance; Data Quality Control; Workforce Management; Content Management; Catalog Management; Sentiment Analysis; Other Applications
  • 5) By Verticals: Banking Financial Services And Insurance (BFSI); Information Technology And Information Technology Enabled Services (ITES); Healthcare And Life science; Telecom; Government Defense And Public Agencies; Retail and Consumer Goods; Automotive; Other Verticals
  • Subsegments:
  • 1) By Solution: Automated Annotation Tools; Annotation Software Platforms; Data Management Solutions
  • 2) By Service: Manual Annotation Services; Data Quality Assurance Services; Custom Annotation Solutions; Crowd-Sourced Annotation Services
  • Companies Mentioned: Google LLC; Amazon Web Services Inc.; The International Business Machines Corporation; Oracle Corporation; Adobe Inc.
  • Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
  • Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
  • Time series: Five years historic and ten years forecast.
  • Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
  • Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
  • Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
  • Delivery format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. Data Annotation and Labeling Market Characteristics

3. Data Annotation and Labeling Market Trends And Strategies

4. Data Annotation and Labeling Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Covid And Recovery On The Market

5. Global Data Annotation and Labeling Growth Analysis And Strategic Analysis Framework

  • 5.1. Global Data Annotation and Labeling PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)
  • 5.2. Analysis Of End Use Industries
  • 5.3. Global Data Annotation and Labeling Market Growth Rate Analysis
  • 5.4. Global Data Annotation and Labeling Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)
  • 5.5. Global Data Annotation and Labeling Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)
  • 5.6. Global Data Annotation and Labeling Total Addressable Market (TAM)

6. Data Annotation and Labeling Market Segmentation

  • 6.1. Global Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Solution
  • Service
  • 6.2. Global Data Annotation and Labeling Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Text
  • Image
  • Video
  • Audio
  • 6.3. Global Data Annotation and Labeling Market, Segmentation By Annotation Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Manual
  • Automatic
  • Semi-Supervises
  • 6.4. Global Data Annotation and Labeling Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Dataset Management
  • Security And Compliance
  • Data Quality Control
  • Workforce Management
  • Content Management
  • Catalog Management
  • Sentiment Analysis
  • Other Applications
  • 6.5. Global Data Annotation and Labeling Market, Segmentation By Verticals, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Banking Financial Services And Insurance (BFSI)
  • Information Technology And Information Technology Enabled Services (ITES)
  • Healthcare And Life science
  • Telecom
  • Government Defense And Public Agencies
  • Retail and Consumer Goods
  • Automotive
  • Other Verticals
  • 6.6. Global Data Annotation and Labeling Market, Sub-Segmentation Of Solution, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Automated Annotation Tools
  • Annotation Software Platforms
  • Data Management Solutions
  • 6.7. Global Data Annotation and Labeling Market, Sub-Segmentation Of Service, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Manual Annotation Services
  • Data Quality Assurance Services
  • Custom Annotation Solutions
  • Crowd-Sourced Annotation Services

7. Data Annotation and Labeling Market Regional And Country Analysis

  • 7.1. Global Data Annotation and Labeling Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 7.2. Global Data Annotation and Labeling Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8. Asia-Pacific Data Annotation and Labeling Market

  • 8.1. Asia-Pacific Data Annotation and Labeling Market Overview
  • Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 8.2. Asia-Pacific Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 8.3. Asia-Pacific Data Annotation and Labeling Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 8.4. Asia-Pacific Data Annotation and Labeling Market, Segmentation By Annotation Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

9. China Data Annotation and Labeling Market

  • 9.1. China Data Annotation and Labeling Market Overview
  • 9.2. China Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
  • 9.3. China Data Annotation and Labeling Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
  • 9.4. China Data Annotation and Labeling Market, Segmentation By Annotation Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India Data Annotation and Labeling Market

  • 10.1. India Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 10.2. India Data Annotation and Labeling Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 10.3. India Data Annotation and Labeling Market, Segmentation By Annotation Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11. Japan Data Annotation and Labeling Market

  • 11.1. Japan Data Annotation and Labeling Market Overview
  • 11.2. Japan Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 11.3. Japan Data Annotation and Labeling Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 11.4. Japan Data Annotation and Labeling Market, Segmentation By Annotation Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia Data Annotation and Labeling Market

  • 12.1. Australia Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 12.2. Australia Data Annotation and Labeling Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 12.3. Australia Data Annotation and Labeling Market, Segmentation By Annotation Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia Data Annotation and Labeling Market

  • 13.1. Indonesia Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 13.2. Indonesia Data Annotation and Labeling Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 13.3. Indonesia Data Annotation and Labeling Market, Segmentation By Annotation Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14. South Korea Data Annotation and Labeling Market

  • 14.1. South Korea Data Annotation and Labeling Market Overview
  • 14.2. South Korea Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 14.3. South Korea Data Annotation and Labeling Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 14.4. South Korea Data Annotation and Labeling Market, Segmentation By Annotation Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15. Western Europe Data Annotation and Labeling Market

  • 15.1. Western Europe Data Annotation and Labeling Market Overview
  • 15.2. Western Europe Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 15.3. Western Europe Data Annotation and Labeling Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 15.4. Western Europe Data Annotation and Labeling Market, Segmentation By Annotation Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK Data Annotation and Labeling Market

  • 16.1. UK Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 16.2. UK Data Annotation and Labeling Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 16.3. UK Data Annotation and Labeling Market, Segmentation By Annotation Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany Data Annotation and Labeling Market

  • 17.1. Germany Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 17.2. Germany Data Annotation and Labeling Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 17.3. Germany Data Annotation and Labeling Market, Segmentation By Annotation Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France Data Annotation and Labeling Market

  • 18.1. France Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 18.2. France Data Annotation and Labeling Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 18.3. France Data Annotation and Labeling Market, Segmentation By Annotation Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy Data Annotation and Labeling Market

  • 19.1. Italy Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 19.2. Italy Data Annotation and Labeling Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 19.3. Italy Data Annotation and Labeling Market, Segmentation By Annotation Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain Data Annotation and Labeling Market

  • 20.1. Spain Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 20.2. Spain Data Annotation and Labeling Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 20.3. Spain Data Annotation and Labeling Market, Segmentation By Annotation Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21. Eastern Europe Data Annotation and Labeling Market

  • 21.1. Eastern Europe Data Annotation and Labeling Market Overview
  • 21.2. Eastern Europe Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 21.3. Eastern Europe Data Annotation and Labeling Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 21.4. Eastern Europe Data Annotation and Labeling Market, Segmentation By Annotation Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia Data Annotation and Labeling Market

  • 22.1. Russia Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 22.2. Russia Data Annotation and Labeling Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 22.3. Russia Data Annotation and Labeling Market, Segmentation By Annotation Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23. North America Data Annotation and Labeling Market

  • 23.1. North America Data Annotation and Labeling Market Overview
  • 23.2. North America Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 23.3. North America Data Annotation and Labeling Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 23.4. North America Data Annotation and Labeling Market, Segmentation By Annotation Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24. USA Data Annotation and Labeling Market

  • 24.1. USA Data Annotation and Labeling Market Overview
  • 24.2. USA Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 24.3. USA Data Annotation and Labeling Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 24.4. USA Data Annotation and Labeling Market, Segmentation By Annotation Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25. Canada Data Annotation and Labeling Market

  • 25.1. Canada Data Annotation and Labeling Market Overview
  • 25.2. Canada Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 25.3. Canada Data Annotation and Labeling Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 25.4. Canada Data Annotation and Labeling Market, Segmentation By Annotation Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26. South America Data Annotation and Labeling Market

  • 26.1. South America Data Annotation and Labeling Market Overview
  • 26.2. South America Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 26.3. South America Data Annotation and Labeling Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 26.4. South America Data Annotation and Labeling Market, Segmentation By Annotation Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil Data Annotation and Labeling Market

  • 27.1. Brazil Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 27.2. Brazil Data Annotation and Labeling Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 27.3. Brazil Data Annotation and Labeling Market, Segmentation By Annotation Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28. Middle East Data Annotation and Labeling Market

  • 28.1. Middle East Data Annotation and Labeling Market Overview
  • 28.2. Middle East Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 28.3. Middle East Data Annotation and Labeling Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 28.4. Middle East Data Annotation and Labeling Market, Segmentation By Annotation Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29. Africa Data Annotation and Labeling Market

  • 29.1. Africa Data Annotation and Labeling Market Overview
  • 29.2. Africa Data Annotation and Labeling Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 29.3. Africa Data Annotation and Labeling Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 29.4. Africa Data Annotation and Labeling Market, Segmentation By Annotation Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

30. Data Annotation and Labeling Market Competitive Landscape And Company Profiles

  • 30.1. Data Annotation and Labeling Market Competitive Landscape
  • 30.2. Data Annotation and Labeling Market Company Profiles
    • 30.2.1. Google LLC Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.2. Amazon Web Services Inc. Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.3. The International Business Machines Corporation Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.4. Oracle Corporation Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.5. Adobe Inc. Overview, Products and Services, Strategy and Financial Analysis

31. Data Annotation and Labeling Market Other Major And Innovative Companies

  • 31.1. Allegion PLC
  • 31.2. TELUS International
  • 31.3. Appen Ltd
  • 31.4. Scale AI Inc
  • 31.5. CloudFactory Limited
  • 31.6. Anolytics
  • 31.7. CapeStart Inc.
  • 31.8. Clickworker
  • 31.9. DataPure Technologies
  • 31.10. Amantya Technologies
  • 31.11. Labelbox Inc.
  • 31.12. LXT AI Inc.
  • 31.13. Keylabs.ai LTD.
  • 31.14. Dataloop AI
  • 31.15. Precise BPO Solution

32. Global Data Annotation and Labeling Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The Data Annotation and Labeling Market

34. Recent Developments In The Data Annotation and Labeling Market

35. Data Annotation and Labeling Market High Potential Countries, Segments and Strategies

  • 35.1 Data Annotation and Labeling Market In 2029 - Countries Offering Most New Opportunities
  • 35.2 Data Annotation and Labeling Market In 2029 - Segments Offering Most New Opportunities
  • 35.3 Data Annotation and Labeling Market In 2029 - Growth Strategies
    • 35.3.1 Market Trend Based Strategies
    • 35.3.2 Competitor Strategies

36. Appendix

  • 36.1. Abbreviations
  • 36.2. Currencies
  • 36.3. Historic And Forecast Inflation Rates
  • 36.4. Research Inquiries
  • 36.5. The Business Research Company
  • 36.6. Copyright And Disclaimer