Global Data Collection & Labeling Market to Reach $14.2 Billion by 2030

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The global economy is at a critical crossroads with a number of interlocking challenges and crises running in parallel. The uncertainty around how Russia`s war on Ukraine will play out this year and the war`s role in creating global instability means that the trouble on the inflation front is not over yet.

New York, March 07, 2023 (GLOBE NEWSWIRE) -- Reportlinker.com announces the release of the report "Global Data Collection & Labeling Industry" - https://www.reportlinker.com/p06031303/?utm_source=GNW
Food and fuel inflation will remain a persistent economic problem. Higher retail inflation will impact consumer confidence and spending. As governments combat inflation by raising interest rates, new job creation will slowdown and impact economic activity and growth. Lower capital expenditure is in the offing as companies go slow on investments, held back by inflation worries and weaker demand. With slower growth and high inflation, developed markets seem primed to enter into a recession. Fears of new COVID outbreaks and China’s already uncertain post-pandemic path poses a real risk of the world experiencing more acute supply chain pain and manufacturing disruptions this year. Volatile financial markets, growing trade tensions, stricter regulatory environment and pressure to mainstream climate change into economic decisions will compound the complexity of challenges faced. Year 2023 is expected to be tough year for most markets, investors and consumers. Nevertheless, there is always opportunity for businesses and their leaders who can chart a path forward with resilience and adaptability.

Global Data Collection & Labeling Market to Reach $14.2 Billion by 2030

In the changed post COVID-19 business landscape, the global market for Data Collection & Labeling estimated at US$2.8 Billion in the year 2022, is projected to reach a revised size of US$14.2 Billion by 2030, growing at aCAGR of 22.6% over the period 2022-2030. Image / Video, one of the segments analyzed in the report, is projected to record 26.7% CAGR and reach US$6.9 Billion by the end of the analysis period. Taking into account the ongoing post pandemic recovery, growth in the Text segment is readjusted to a revised 18.5% CAGR for the next 8-year period.

The U.S. Market is Estimated at $757.5 Million, While China is Forecast to Grow at 30.6% CAGR

The Data Collection & Labeling market in the U.S. is estimated at US$757.5 Million in the year 2022. China, the world`s second largest economy, is forecast to reach a projected market size of US$3.9 Billion by the year 2030 trailing a CAGR of 30.6% over the analysis period 2022 to 2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at 16% and 19.8% respectively over the 2022-2030 period. Within Europe, Germany is forecast to grow at approximately 18% CAGR.

Select Competitors (Total 33 Featured)
- Alegion
- Appen Limited
- Ava Labs
- Dobility, Inc.
- Global Technology Solutions
- Globalme Localization Inc.
- Labelbox, Inc
- Playment Inc.
- Reality AI
- Scale AI, Inc.
- Trilldata Technologies Pvt Ltd.


Read the full report: https://www.reportlinker.com/p06031303/?utm_source=GNW

I. METHODOLOGY

II. EXECUTIVE SUMMARY

1. MARKET OVERVIEW
Influencer Market Insights
World Market Trajectories
Impact of Covid-19 and a Looming Global Recession
Data Collection & Labeling - Global Key Competitors Percentage
Market Share in 2022 (E)
Competitive Market Presence - Strong/Active/Niche/Trivial for
Players Worldwide in 2022 (E)

2. FOCUS ON SELECT PLAYERS

3. MARKET TRENDS & DRIVERS

4. GLOBAL MARKET PERSPECTIVE
Table 1: World Recent Past, Current & Future Analysis for Data
Collection & Labeling by Geographic Region - USA, Canada,
Japan, China, Europe, Asia-Pacific, Latin America, Middle East
and Africa Markets - Independent Analysis of Annual Sales in
US$ Thousand for Years 2022 through 2030 and % CAGR

Table 2: World Historic Review for Data Collection & Labeling
by Geographic Region - USA, Canada, Japan, China, Europe,
Asia-Pacific, Latin America, Middle East and Africa Markets -
Independent Analysis of Annual Sales in US$ Thousand for Years
2014 through 2021 and % CAGR

Table 3: World 16-Year Perspective for Data Collection &
Labeling by Geographic Region - Percentage Breakdown of Value
Sales for USA, Canada, Japan, China, Europe, Asia-Pacific,
Latin America, Middle East and Africa Markets for Years 2014,
2023 & 2030

Table 4: World Recent Past, Current & Future Analysis for Text
by Geographic Region - USA, Canada, Japan, China, Europe,
Asia-Pacific, Latin America, Middle East and Africa Markets -
Independent Analysis of Annual Sales in US$ Thousand for Years
2022 through 2030 and % CAGR

Table 5: World Historic Review for Text by Geographic Region -
USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America,
Middle East and Africa Markets - Independent Analysis of Annual
Sales in US$ Thousand for Years 2014 through 2021 and % CAGR

Table 6: World 16-Year Perspective for Text by Geographic
Region - Percentage Breakdown of Value Sales for USA, Canada,
Japan, China, Europe, Asia-Pacific, Latin America, Middle East
and Africa for Years 2014, 2023 & 2030

Table 7: World Recent Past, Current & Future Analysis for Image/
Video by Geographic Region - USA, Canada, Japan, China,
Europe, Asia-Pacific, Latin America, Middle East and Africa
Markets - Independent Analysis of Annual Sales in US$ Thousand
for Years 2022 through 2030 and % CAGR

Table 8: World Historic Review for Image / Video by Geographic
Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin
America, Middle East and Africa Markets - Independent Analysis
of Annual Sales in US$ Thousand for Years 2014 through 2021 and
% CAGR

Table 9: World 16-Year Perspective for Image / Video by
Geographic Region - Percentage Breakdown of Value Sales for
USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America,
Middle East and Africa for Years 2014, 2023 & 2030

Table 10: World Recent Past, Current & Future Analysis for
Audio by Geographic Region - USA, Canada, Japan, China, Europe,
Asia-Pacific, Latin America, Middle East and Africa Markets -
Independent Analysis of Annual Sales in US$ Thousand for Years
2022 through 2030 and % CAGR

Table 11: World Historic Review for Audio by Geographic Region -
USA, Canada, Japan, China, Europe, Asia-Pacific, Latin
America, Middle East and Africa Markets - Independent Analysis
of Annual Sales in US$ Thousand for Years 2014 through 2021 and
% CAGR

Table 12: World 16-Year Perspective for Audio by Geographic
Region - Percentage Breakdown of Value Sales for USA, Canada,
Japan, China, Europe, Asia-Pacific, Latin America, Middle East
and Africa for Years 2014, 2023 & 2030

Table 13: World Recent Past, Current & Future Analysis for
Other Verticals by Geographic Region - USA, Canada, Japan,
China, Europe, Asia-Pacific, Latin America, Middle East and
Africa Markets - Independent Analysis of Annual Sales in US$
Thousand for Years 2022 through 2030 and % CAGR

Table 14: World Historic Review for Other Verticals by
Geographic Region - USA, Canada, Japan, China, Europe,
Asia-Pacific, Latin America, Middle East and Africa Markets -
Independent Analysis of Annual Sales in US$ Thousand for Years
2014 through 2021 and % CAGR

Table 15: World 16-Year Perspective for Other Verticals by
Geographic Region - Percentage Breakdown of Value Sales for
USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America,
Middle East and Africa for Years 2014, 2023 & 2030

Table 16: World Recent Past, Current & Future Analysis for
Information Technology by Geographic Region - USA, Canada,
Japan, China, Europe, Asia-Pacific, Latin America, Middle East
and Africa Markets - Independent Analysis of Annual Sales in
US$ Thousand for Years 2022 through 2030 and % CAGR

Table 17: World Historic Review for Information Technology by
Geographic Region - USA, Canada, Japan, China, Europe,
Asia-Pacific, Latin America, Middle East and Africa Markets -
Independent Analysis of Annual Sales in US$ Thousand for Years
2014 through 2021 and % CAGR

Table 18: World 16-Year Perspective for Information Technology
by Geographic Region - Percentage Breakdown of Value Sales for
USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America,
Middle East and Africa for Years 2014, 2023 & 2030

Table 19: World Recent Past, Current & Future Analysis for
Automotive by Geographic Region - USA, Canada, Japan, China,
Europe, Asia-Pacific, Latin America, Middle East and Africa
Markets - Independent Analysis of Annual Sales in US$ Thousand
for Years 2022 through 2030 and % CAGR

Table 20: World Historic Review for Automotive by Geographic
Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin
America, Middle East and Africa Markets - Independent Analysis
of Annual Sales in US$ Thousand for Years 2014 through 2021 and
% CAGR

Table 21: World 16-Year Perspective for Automotive by
Geographic Region - Percentage Breakdown of Value Sales for
USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America,
Middle East and Africa for Years 2014, 2023 & 2030

Table 22: World Recent Past, Current & Future Analysis for
Healthcare by Geographic Region - USA, Canada, Japan, China,
Europe, Asia-Pacific, Latin America, Middle East and Africa
Markets - Independent Analysis of Annual Sales in US$ Thousand
for Years 2022 through 2030 and % CAGR

Table 23: World Historic Review for Healthcare by Geographic
Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin
America, Middle East and Africa Markets - Independent Analysis
of Annual Sales in US$ Thousand for Years 2014 through 2021 and
% CAGR

Table 24: World 16-Year Perspective for Healthcare by
Geographic Region - Percentage Breakdown of Value Sales for
USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America,
Middle East and Africa for Years 2014, 2023 & 2030

Table 25: World Recent Past, Current & Future Analysis for BFSI
by Geographic Region - USA, Canada, Japan, China, Europe,
Asia-Pacific, Latin America, Middle East and Africa Markets -
Independent Analysis of Annual Sales in US$ Thousand for Years
2022 through 2030 and % CAGR

Table 26: World Historic Review for BFSI by Geographic Region -
USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America,
Middle East and Africa Markets - Independent Analysis of Annual
Sales in US$ Thousand for Years 2014 through 2021 and % CAGR

Table 27: World 16-Year Perspective for BFSI by Geographic
Region - Percentage Breakdown of Value Sales for USA, Canada,
Japan, China, Europe, Asia-Pacific, Latin America, Middle East
and Africa for Years 2014, 2023 & 2030

Table 28: World Recent Past, Current & Future Analysis for
Government by Geographic Region - USA, Canada, Japan, China,
Europe, Asia-Pacific, Latin America, Middle East and Africa
Markets - Independent Analysis of Annual Sales in US$ Thousand
for Years 2022 through 2030 and % CAGR

Table 29: World Historic Review for Government by Geographic
Region - USA, Canada, Japan, China, Europe, Asia-Pacific, Latin
America, Middle East and Africa Markets - Independent Analysis
of Annual Sales in US$ Thousand for Years 2014 through 2021 and
% CAGR

Table 30: World 16-Year Perspective for Government by
Geographic Region - Percentage Breakdown of Value Sales for
USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America,
Middle East and Africa for Years 2014, 2023 & 2030

Table 31: World Recent Past, Current & Future Analysis for
Retail & eCommerce by Geographic Region - USA, Canada, Japan,
China, Europe, Asia-Pacific, Latin America, Middle East and
Africa Markets - Independent Analysis of Annual Sales in US$
Thousand for Years 2022 through 2030 and % CAGR

Table 32: World Historic Review for Retail & eCommerce by
Geographic Region - USA, Canada, Japan, China, Europe,
Asia-Pacific, Latin America, Middle East and Africa Markets -
Independent Analysis of Annual Sales in US$ Thousand for Years
2014 through 2021 and % CAGR

Table 33: World 16-Year Perspective for Retail & eCommerce by
Geographic Region - Percentage Breakdown of Value Sales for
USA, Canada, Japan, China, Europe, Asia-Pacific, Latin America,
Middle East and Africa for Years 2014, 2023 & 2030

Table 34: World Data Collection & Labeling Market Analysis of
Annual Sales in US$ Thousand for Years 2014 through 2030

III. MARKET ANALYSIS

UNITED STATES
Data Collection & Labeling Market Presence - Strong/Active/
Niche/Trivial - Key Competitors in the United States for 2023
(E)
Table 35: USA Recent Past, Current & Future Analysis for Data
Collection & Labeling by Data Type - Image / Video, Text and
Audio - Independent Analysis of Annual Sales in US$ Thousand
for the Years 2022 through 2030 and % CAGR

Table 36: USA Historic Review for Data Collection & Labeling by
Data Type - Image / Video, Text and Audio Markets - Independent
Analysis of Annual Sales in US$ Thousand for Years 2014 through
2021 and % CAGR

Table 37: USA 16-Year Perspective for Data Collection &
Labeling by Data Type - Percentage Breakdown of Value Sales for
Image / Video, Text and Audio for the Years 2014, 2023 & 2030

Table 38: USA Recent Past, Current & Future Analysis for Data
Collection & Labeling by Vertical - Other Verticals,
Information Technology, Automotive, Healthcare, BFSI,
Government and Retail & eCommerce - Independent Analysis of
Annual Sales in US$ Thousand for the Years 2022 through 2030
and % CAGR

Table 39: USA Historic Review for Data Collection & Labeling by
Vertical - Other Verticals, Information Technology, Automotive,
Healthcare, BFSI, Government and Retail & eCommerce Markets -
Independent Analysis of Annual Sales in US$ Thousand for Years
2014 through 2021 and % CAGR

Table 40: USA 16-Year Perspective for Data Collection &
Labeling by Vertical - Percentage Breakdown of Value Sales for
Other Verticals, Information Technology, Automotive,
Healthcare, BFSI, Government and Retail & eCommerce for the
Years 2014, 2023 & 2030

CANADA
Table 41: Canada Recent Past, Current & Future Analysis for
Data Collection & Labeling by Data Type - Image / Video, Text
and Audio - Independent Analysis of Annual Sales in US$
Thousand for the Years 2022 through 2030 and % CAGR

Table 42: Canada Historic Review for Data Collection & Labeling
by Data Type - Image / Video, Text and Audio Markets -
Independent Analysis of Annual Sales in US$ Thousand for Years
2014 through 2021 and % CAGR

Table 43: Canada 16-Year Perspective for Data Collection &
Labeling by Data Type - Percentage Breakdown of Value Sales for
Image / Video, Text and Audio for the Years 2014, 2023 & 2030

Table 44: Canada Recent Past, Current & Future Analysis for
Data Collection & Labeling by Vertical - Other Verticals,
Information Technology, Automotive, Healthcare, BFSI,
Government and Retail & eCommerce - Independent Analysis of
Annual Sales in US$ Thousand for the Years 2022 through 2030
and % CAGR

Table 45: Canada Historic Review for Data Collection & Labeling
by Vertical - Other Verticals, Information Technology,
Automotive, Healthcare, BFSI, Government and Retail & eCommerce
Markets - Independent Analysis of Annual Sales in US$ Thousand
for Years 2014 through 2021 and % CAGR

Table 46: Canada 16-Year Perspective for Data Collection &
Labeling by Vertical - Percentage Breakdown of Value Sales for
Other Verticals, Information Technology, Automotive,
Healthcare, BFSI, Government and Retail & eCommerce for the
Years 2014, 2023 & 2030

JAPAN
Data Collection & Labeling Market Presence - Strong/Active/
Niche/Trivial - Key Competitors in Japan for 2023 (E)
Table 47: Japan Recent Past, Current & Future Analysis for Data
Collection & Labeling by Data Type - Image / Video, Text and
Audio - Independent Analysis of Annual Sales in US$ Thousand
for the Years 2022 through 2030 and % CAGR

Table 48: Japan Historic Review for Data Collection & Labeling
by Data Type - Image / Video, Text and Audio Markets -
Independent Analysis of Annual Sales in US$ Thousand for Years
2014 through 2021 and % CAGR

Table 49: Japan 16-Year Perspective for Data Collection &
Labeling by Data Type - Percentage Breakdown of Value Sales for
Image / Video, Text and Audio for the Years 2014, 2023 & 2030

Table 50: Japan Recent Past, Current & Future Analysis for Data
Collection & Labeling by Vertical - Other Verticals,
Information Technology, Automotive, Healthcare, BFSI,
Government and Retail & eCommerce - Independent Analysis of
Annual Sales in US$ Thousand for the Years 2022 through 2030
and % CAGR

Table 51: Japan Historic Review for Data Collection & Labeling
by Vertical - Other Verticals, Information Technology,
Automotive, Healthcare, BFSI, Government and Retail & eCommerce
Markets - Independent Analysis of Annual Sales in US$ Thousand
for Years 2014 through 2021 and % CAGR

Table 52: Japan 16-Year Perspective for Data Collection &
Labeling by Vertical - Percentage Breakdown of Value Sales for
Other Verticals, Information Technology, Automotive,
Healthcare, BFSI, Government and Retail & eCommerce for the
Years 2014, 2023 & 2030

CHINA
Data Collection & Labeling Market Presence - Strong/Active/
Niche/Trivial - Key Competitors in China for 2023 (E)
Table 53: China Recent Past, Current & Future Analysis for Data
Collection & Labeling by Data Type - Image / Video, Text and
Audio - Independent Analysis of Annual Sales in US$ Thousand
for the Years 2022 through 2030 and % CAGR

Table 54: China Historic Review for Data Collection & Labeling
by Data Type - Image / Video, Text and Audio Markets -
Independent Analysis of Annual Sales in US$ Thousand for Years
2014 through 2021 and % CAGR

Table 55: China 16-Year Perspective for Data Collection &
Labeling by Data Type - Percentage Breakdown of Value Sales for
Image / Video, Text and Audio for the Years 2014, 2023 & 2030

Table 56: China Recent Past, Current & Future Analysis for Data
Collection & Labeling by Vertical - Other Verticals,
Information Technology, Automotive, Healthcare, BFSI,
Government and Retail & eCommerce - Independent Analysis of
Annual Sales in US$ Thousand for the Years 2022 through 2030
and % CAGR

Table 57: China Historic Review for Data Collection & Labeling
by Vertical - Other Verticals, Information Technology,
Automotive, Healthcare, BFSI, Government and Retail & eCommerce
Markets - Independent Analysis of Annual Sales in US$ Thousand
for Years 2014 through 2021 and % CAGR

Table 58: China 16-Year Perspective for Data Collection &
Labeling by Vertical - Percentage Breakdown of Value Sales for
Other Verticals, Information Technology, Automotive,
Healthcare, BFSI, Government and Retail & eCommerce for the
Years 2014, 2023 & 2030

EUROPE
Data Collection & Labeling Market Presence - Strong/Active/
Niche/Trivial - Key Competitors in Europe for 2023 (E)
Table 59: Europe Recent Past, Current & Future Analysis for
Data Collection & Labeling by Geographic Region - France,
Germany, Italy, UK, Spain, Russia and Rest of Europe Markets -
Independent Analysis of Annual Sales in US$ Thousand for Years
2022 through 2030 and % CAGR

Table 60: Europe Historic Review for Data Collection & Labeling
by Geographic Region - France, Germany, Italy, UK, Spain,
Russia and Rest of Europe Markets - Independent Analysis of
Annual Sales in US$ Thousand for Years 2014 through 2021 and %
CAGR

Table 61: Europe 16-Year Perspective for Data Collection &
Labeling by Geographic Region - Percentage Breakdown of Value
Sales for France, Germany, Italy, UK, Spain, Russia and Rest of
Europe Markets for Years 2014, 2023 & 2030

Table 62: Europe Recent Past, Current & Future Analysis for
Data Collection & Labeling by Data Type - Image / Video, Text
and Audio - Independent Analysis of Annual Sales in US$
Thousand for the Years 2022 through 2030 and % CAGR

Table 63: Europe Historic Review for Data Collection & Labeling
by Data Type - Image / Video, Text and Audio Markets -
Independent Analysis of Annual Sales in US$ Thousand for Years
2014 through 2021 and % CAGR

Table 64: Europe 16-Year Perspective for Data Collection &
Labeling by Data Type - Percentage Breakdown of Value Sales for
Image / Video, Text and Audio for the Years 2014, 2023 & 2030

Table 65: Europe Recent Past, Current & Future Analysis for
Data Collection & Labeling by Vertical - Other Verticals,
Information Technology, Automotive, Healthcare, BFSI,
Government and Retail & eCommerce - Independent Analysis of
Annual Sales in US$ Thousand for the Years 2022 through 2030
and % CAGR

Table 66: Europe Historic Review for Data Collection & Labeling
by Vertical - Other Verticals, Information Technology,
Automotive, Healthcare, BFSI, Government and Retail & eCommerce
Markets - Independent Analysis of Annual Sales in US$ Thousand
for Years 2014 through 2021 and % CAGR

Table 67: Europe 16-Year Perspective for Data Collection &
Labeling by Vertical - Percentage Breakdown of Value Sales for
Other Verticals, Information Technology, Automotive,
Healthcare, BFSI, Government and Retail & eCommerce for the
Years 2014, 2023 & 2030

FRANCE
Data Collection & Labeling Market Presence - Strong/Active/
Niche/Trivial - Key Competitors in France for 2023 (E)
Table 68: France Recent Past, Current & Future Analysis for
Data Collection & Labeling by Data Type - Image / Video, Text
and Audio - Independent Analysis of Annual Sales in US$
Thousand for the Years 2022 through 2030 and % CAGR

Table 69: France Historic Review for Data Collection & Labeling
by Data Type - Image / Video, Text and Audio Markets -
Independent Analysis of Annual Sales in US$ Thousand for Years
2014 through 2021 and % CAGR

Table 70: France 16-Year Perspective for Data Collection &
Labeling by Data Type - Percentage Breakdown of Value Sales for
Image / Video, Text and Audio for the Years 2014, 2023 & 2030

Table 71: France Recent Past, Current & Future Analysis for
Data Collection & Labeling by Vertical - Other Verticals,
Information Technology, Automotive, Healthcare, BFSI,
Government and Retail & eCommerce - Independent Analysis of
Annual Sales in US$ Thousand for the Years 2022 through 2030
and % CAGR

Table 72: France Historic Review for Data Collection & Labeling
by Vertical - Other Verticals, Information Technology,
Automotive, Healthcare, BFSI, Government and Retail & eCommerce
Markets - Independent Analysis of Annual Sales in US$ Thousand
for Years 2014 through 2021 and % CAGR

Table 73: France 16-Year Perspective for Data Collection &
Labeling by Vertical - Percentage Breakdown of Value Sales for
Other Verticals, Information Technology, Automotive,
Healthcare, BFSI, Government and Retail & eCommerce for the
Years 2014, 2023 & 2030

GERMANY
Data Collection & Labeling Market Presence - Strong/Active/
Niche/Trivial - Key Competitors in Germany for 2023 (E)
Table 74: Germany Recent Past, Current & Future Analysis for
Data Collection & Labeling by Data Type - Image / Video, Text
and Audio - Independent Analysis of Annual Sales in US$
Thousand for the Years 2022 through 2030 and % CAGR

Table 75: Germany Historic Review for Data Collection &
Labeling by Data Type - Image / Video, Text and Audio Markets -
Independent Analysis of Annual Sales in US$ Thousand for Years
2014 through 2021 and % CAGR

Table 76: Germany 16-Year Perspective for Data Collection &
Labeling by Data Type - Percentage Breakdown of Value Sales for
Image / Video, Text and Audio for the Years 2014, 2023 & 2030

Table 77: Germany Recent Past, Current & Future Analysis for
Data Collection & Labeling by Vertical - Other Verticals,
Information Technology, Automotive, Healthcare, BFSI,
Government and Retail & eCommerce - Independent Analysis of
Annual Sales in US$ Thousand for the Years 2022 through 2030
and % CAGR

Table 78: Germany Historic Review for Data Collection &
Labeling by Vertical - Other Verticals, Information Technology,
Automotive, Healthcare, BFSI, Government and Retail & eCommerce
Markets - Independent Analysis of Annual Sales in US$ Thousand
for Years 2014 through 2021 and % CAGR

Table 79: Germany 16-Year Perspective for Data Collection &
Labeling by Vertical - Percentage Breakdown of Value Sales for
Other Verticals, Information Technology, Automotive,
Healthcare, BFSI, Government and Retail & eCommerce for the
Years 2014, 2023 & 2030

ITALY
Table 80: Italy Recent Past, Current & Future Analysis for Data
Collection & Labeling by Data Type - Image / Video, Text and
Audio - Independent Analysis of Annual Sales in US$ Thousand
for the Years 2022 through 2030 and % CAGR

Table 81: Italy Historic Review for Data Collection & Labeling
by Data Type - Image / Video, Text and Audio Markets -
Independent Analysis of Annual Sales in US$ Thousand for Years
2014 through 2021 and % CAGR

Table 82: Italy 16-Year Perspective for Data Collection &
Labeling by Data Type - Percentage Breakdown of Value Sales for
Image / Video, Text and Audio for the Years 2014, 2023 & 2030

Table 83: Italy Recent Past, Current & Future Analysis for Data
Collection & Labeling by Vertical - Other Verticals,
Information Technology, Automotive, Healthcare, BFSI,
Government and Retail & eCommerce - Independent Analysis of
Annual Sales in US$ Thousand for the Years 2022 through 2030
and % CAGR

Table 84: Italy Historic Review for Data Collection & Labeling
by Vertical - Other Verticals, Information Technology,
Automotive, Healthcare, BFSI, Government and Retail & eCommerce
Markets - Independent Analysis of Annual Sales in US$ Thousand
for Years 2014 through 2021 and % CAGR

Table 85: Italy 16-Year Perspective for Data Collection &
Labeling by Vertical - Percentage Breakdown of Value Sales for
Other Verticals, Information Technology, Automotive,
Healthcare, BFSI, Government and Retail & eCommerce for the
Years 2014, 2023 & 2030

UNITED KINGDOM
Data Collection & Labeling Market Presence - Strong/Active/
Niche/Trivial - Key Competitors in the United Kingdom for 2023
(E)
Table 86: UK Recent Past, Current & Future Analysis for Data
Collection & Labeling by Data Type - Image / Video, Text and
Audio - Independent Analysis of Annual Sales in US$ Thousand
for the Years 2022 through 2030 and % CAGR

Table 87: UK Historic Review for Data Collection & Labeling by
Data Type - Image / Video, Text and Audio Markets - Independent
Analysis of Annual Sales in US$ Thousand for Years 2014 through
2021 and % CAGR

Table 88: UK 16-Year Perspective for Data Collection & Labeling
by Data Type - Percentage Breakdown of Value Sales for Image /
Video, Text and Audio for the Years 2014, 2023 & 2030

Table 89: UK Recent Past, Current & Future Analysis for Data
Collection & Labeling by Vertical - Other Verticals,
Information Technology, Automotive, Healthcare, BFSI,
Government and Retail & eCommerce - Independent Analysis of
Annual Sales in US$ Thousand for the Years 2022 through 2030
and % CAGR

Table 90: UK Historic Review for Data Collection & Labeling by
Vertical - Other Verticals, Information Technology, Automotive,
Healthcare, BFSI, Government and Retail & eCommerce Markets -
Independent Analysis of Annual Sales in US$ Thousand for Years
2014 through 2021 and % CAGR

Table 91: UK 16-Year Perspective for Data Collection & Labeling
by Vertical - Percentage Breakdown of Value Sales for Other
Verticals, Information Technology, Automotive, Healthcare,
BFSI, Government and Retail & eCommerce for the Years 2014,
2023 & 2030

SPAIN
Table 92: Spain Recent Past, Current & Future Analysis for Data
Collection & Labeling by Data Type - Image / Video, Text and
Audio - Independent Analysis of Annual Sales in US$ Thousand
for the Years 2022 through 2030 and % CAGR

Table 93: Spain Historic Review for Data Collection & Labeling
by Data Type - Image / Video, Text and Audio Markets -
Independent Analysis of Annual Sales in US$ Thousand for Years
2014 through 2021 and % CAGR

Table 94: Spain 16-Year Perspective for Data Collection &
Labeling by Data Type - Percentage Breakdown of Value Sales for
Image / Video, Text and Audio for the Years 2014, 2023 & 2030

Table 95: Spain Recent Past, Current & Future Analysis for Data
Collection & Labeling by Vertical - Other Verticals,
Information Technology, Automotive, Healthcare, BFSI,
Government and Retail & eCommerce - Independent Analysis of
Annual Sales in US$ Thousand for the Years 2022 through 2030
and % CAGR

Table 96: Spain Historic Review for Data Collection & Labeling
by Vertical - Other Verticals, Information Technology,
Automotive, Healthcare, BFSI, Government and Retail & eCommerce
Markets - Independent Analysis of Annual Sales in US$ Thousand
for Years 2014 through 2021 and % CAGR

Table 97: Spain 16-Year Perspective for Data Collection &
Labeling by Vertical - Percentage Breakdown of Value Sales for
Other Verticals, Information Technology, Automotive,
Healthcare, BFSI, Government and Retail & eCommerce for the
Years 2014, 2023 & 2030

RUSSIA
Table 98: Russia Recent Past, Current & Future Analysis for
Data Collection & Labeling by Data Type - Image / Video, Text
and Audio - Independent Analysis of Annual Sales in US$
Thousand for the Years 2022 through 2030 and % CAGR

Table 99: Russia Historic Review for Data Collection & Labeling
by Data Type - Image / Video, Text and Audio Markets -
Independent Analysis of Annual Sales in US$ Thousand for Years
2014 through 2021 and % CAGR

Table 100: Russia 16-Year Perspective for Data Collection &
Labeling by Data Type - Percentage Breakdown of Value Sales for
Image / Video, Text and Audio for the Years 2014, 2023 & 2030

Table 101: Russia Recent Past, Current & Future Analysis for
Data Collection & Labeling by Vertical - Other Verticals,
Information Technology, Automotive, Healthcare, BFSI,
Government and Retail & eCommerce - Independent Analysis of
Annual Sales in US$ Thousand for the Years 2022 through 2030
and % CAGR

Table 102: Russia Historic Review for Data Collection &
Labeling by Vertical - Other Verticals, Information Technology,
Automotive, Healthcare, BFSI, Government and Retail & eCommerce
Markets - Independent Analysis of Annual Sales in US$ Thousand
for Years 2014 through 2021 and % CAGR

Table 103: Russia 16-Year Perspective for Data Collection &
Labeling by Vertical - Percentage Breakdown of Value Sales for
Other Verticals, Information Technology, Automotive,
Healthcare, BFSI, Government and Retail & eCommerce for the
Years 2014, 2023 & 2030

REST OF EUROPE
Table 104: Rest of Europe Recent Past, Current & Future
Analysis for Data Collection & Labeling by Data Type - Image /
Video, Text and Audio - Independent Analysis of Annual Sales in
US$ Thousand for the Years 2022 through 2030 and % CAGR

Table 105: Rest of Europe Historic Review for Data Collection &
Labeling by Data Type - Image / Video, Text and Audio Markets -
Independent Analysis of Annual Sales in US$ Thousand for Years
2014 through 2021 and % CAGR

Table 106: Rest of Europe 16-Year Perspective for Data
Collection & Labeling by Data Type - Percentage Breakdown of
Value Sales for Image / Video, Text and Audio for the Years
2014, 2023 & 2030

Table 107: Rest of Europe Recent Past, Current & Future
Analysis for Data Collection & Labeling by Vertical - Other
Verticals, Information Technology, Automotive, Healthcare,
BFSI, Government and Retail & eCommerce - Independent Analysis
of Annual Sales in US$ Thousand for the Years 2022 through 2030
and % CAGR

Table 108: Rest of Europe Historic Review for Data Collection &
Labeling by Vertical - Other Verticals, Information Technology,
Automotive, Healthcare, BFSI, Government and Retail & eCommerce
Markets - Independent Analysis of Annual Sales in US$ Thousand
for Years 2014 through 2021 and % CAGR

Table 109: Rest of Europe 16-Year Perspective for Data
Collection & Labeling by Vertical - Percentage Breakdown of
Value Sales for Other Verticals, Information Technology,
Automotive, Healthcare, BFSI, Government and Retail & eCommerce
for the Years 2014, 2023 & 2030

ASIA-PACIFIC
Data Collection & Labeling Market Presence - Strong/Active/
Niche/Trivial - Key Competitors in Asia-Pacific for 2023 (E)
Table 110: Asia-Pacific Recent Past, Current & Future Analysis
for Data Collection & Labeling by Geographic Region -
Australia, India, South Korea and Rest of Asia-Pacific Markets -
Independent Analysis of Annual Sales in US$ Thousand for
Years 2022 through 2030 and % CAGR

Table 111: Asia-Pacific Historic Review for Data Collection &
Labeling by Geographic Region - Australia, India, South Korea
and Rest of Asia-Pacific Markets - Independent Analysis of
Annual Sales in US$ Thousand for Years 2014 through 2021 and %
CAGR

Table 112: Asia-Pacific 16-Year Perspective for Data Collection &
Labeling by Geographic Region - Percentage Breakdown of Value
Sales for Australia, India, South Korea and Rest of
Asia-Pacific Markets for Years 2014, 2023 & 2030

Table 113: Asia-Pacific Recent Past, Current & Future Analysis
for Data Collection & Labeling by Data Type - Image / Video,
Text and Audio - Independent Analysis of Annual Sales in US$
Thousand for the Years 2022 through 2030 and % CAGR

Table 114: Asia-Pacific Historic Review for Data Collection &
Labeling by Data Type - Image / Video, Text and Audio Markets -
Independent Analysis of Annual Sales in US$ Thousand for Years
2014 through 2021 and % CAGR

Table 115: Asia-Pacific 16-Year Perspective for Data Collection &
Labeling by Data Type - Percentage Breakdown of Value Sales
for Image / Video, Text and Audio for the Years 2014, 2023 &
2030

Table 116: Asia-Pacific Recent Past, Current & Future Analysis
for Data Collection & Labeling by Vertical - Other Verticals,
Information Technology, Automotive, Healthcare, BFSI,
Government and Retail & eCommerce - Independent Analysis of
Annual Sales in US$ Thousand for the Years 2022 through 2030
and % CAGR

Table 117: Asia-Pacific Historic Review for Data Collection &
Labeling by Vertical - Other Verticals, Information Technology,
Automotive, Healthcare, BFSI, Government and Retail & eCommerce
Markets - Independent Analysis of Annual Sales in US$ Thousand
for Years 2014 through 2021 and % CAGR

Table 118: Asia-Pacific 16-Year Perspective for Data Collection &
Labeling by Vertical - Percentage Breakdown of Value Sales
for Other Verticals, Information Technology, Automotive,
Healthcare, BFSI, Government and Retail & eCommerce for the
Years 2014, 2023 & 2030

AUSTRALIA
Data Collection & Labeling Market Presence - Strong/Active/
Niche/Trivial - Key Competitors in Australia for 2023 (E)
Table 119: Australia Recent Past, Current & Future Analysis for
Data Collection & Labeling by Data Type - Image / Video, Text
and Audio - Independent Analysis of Annual Sales in US$
Thousand for the Years 2022 through 2030 and % CAGR

Table 120: Australia Historic Review for Data Collection &
Labeling by Data Type - Image / Video, Text and Audio Markets -
Independent Analysis of Annual Sales in US$ Thousand for Years
2014 through 2021 and % CAGR

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