According to the research report, the global market for Manufacturing Data Analytics should grow from US$ million in 2022 to US$ million by 2029, with a CAGR of % for the period of 2023-2029.

China Manufacturing Data Analytics market should grow from US$ million in 2022 to US$ million by 2029, with a CAGR of % for the period of 2023-2029.

The United States Manufacturing Data Analytics market should grow from US$ million in 2022 to US$ million by 2029, with a CAGR of % for the period of 2023-2029.

In terms of type, Predictive Maintenance segment holds a share about % in 2022 and will reach % in 2029; while in terms of application, Semiconductor has a share approximately % in 2022 and will grow at a CAGR % during 2023 and 2029.

The global key manufacturers of Manufacturing Data Analytics include SAP, Oracle, SAS Institute, IBM, General Electric, Tableau Software, TIBCO Software, Snowflake and Mingo, etc. In 2022, the global top five players hold a share approximately % in terms of revenue.

Data analytics in manufacturing refers to the techniques involved in analyzing raw data to enhance productivity. Manufacturing analytics is the use of operations and events data and technologies in the manufacturing industry to ensure quality, increase performance and yield, reduce costs, and optimize supply chains.

This report aims to provide a comprehensive study of the global market for Manufacturing Data Analytics.
Report Highlights:

(1) Global Manufacturing Data Analytics market size (value), history data from 2018-2022 and forecast data from 2023 to 2029.

(2) Global Manufacturing Data Analytics market competitive situation, revenue and market share, from 2018 to 2022.

(3) China Manufacturing Data Analytics market competitive situation, revenue and market share, from 2018 to 2022.

(4) Global Manufacturing Data Analytics segment by region (or country), key regions cover the United States, Europe, Japan, South Korea, Southeast Asia and India, etc.

(5) Global Manufacturing Data Analytics segment by type and by application and regional segment by type and by application.

(6) Manufacturing Data Analytics industry supply chain, upstream, midstream and downstream analysis.

Market segment by regions, regional analysis covers

North America (United States, Canada and Mexico)

Europe (Germany, France, UK, Russia, Italy and Rest of Europe)

Asia-Pacific (China, Japan, South Korea, India, Southeast Asia, Australia and Rest of Asia-Pacific)

South America (Brazil, Rest of South America)

Middle East & Africa

Market segment by type, covers

Predictive Maintenance

Inventory Management

Supply Chain Optimization

Others

Market segment by application, can be divided into

Semiconductor

Chemical

Energy Production

Biopharmaceutical

Other

Market segment by players, this report covers

SAP

Oracle

SAS Institute

IBM

General Electric

Tableau Software

TIBCO Software

Snowflake

Mingo

Altair Engineering

PINpoint

KNIME

ThoughtSpot

VIS Networks

TrendMiner

Alteryx

Sisense

Wipro

MicroStrategy

Key Reasons to Purchase:

☑ To gain insightful analyses of the market and have a comprehensive understanding of the global market and its commercial landscape.

☑ Assess the production processes, major issues, and solutions to mitigate the development risk.

☑ To understand the most affecting driving and restraining forces in the market and their impact on the global market.

☑ To understand the future outlook and prospects for the market.

☑ Besides the standard structure reports, we also provide custom research according to specific requirements.

1 Market Overview

1.1 Product Overview and Scope of Manufacturing Data Analytics

1.2 Global Manufacturing Data Analytics Market Size and Forecast

1.3 China Manufacturing Data Analytics Market Size and Forecast

1.4 China Market Percentage in Global

1.4.1 By Revenue, China Manufacturing Data Analytics Share in Global Market, 2018-2029

1.4.2 Manufacturing Data Analytics Market Size: China VS Global, 2018-2029

1.5 Manufacturing Data Analytics Market Dynamics

1.5.1 Manufacturing Data Analytics Market Drivers

1.5.2 Manufacturing Data Analytics Market Restraints

1.5.3 Manufacturing Data Analytics Industry Trends

1.5.4 Manufacturing Data Analytics Industry Policy

2 Global Competitive Situation by Company

2.1 Global Manufacturing Data Analytics Revenue by Company (2018-2023)

2.2 Global Manufacturing Data Analytics Participants, Market Position (Tier 1, Tier 2 and Tier 3)

2.3 Global Manufacturing Data Analytics Concentration Ratio

2.4 Global Manufacturing Data Analytics Mergers & Acquisitions, Expansion Plans

2.5 Global Manufacturing Data Analytics Manufacturers Product Type

3 China Competitive Situation by Company

3.1 China Manufacturing Data Analytics Revenue by Company (2018-2023)

3.2 China Manufacturing Data Analytics Manufacturing Data Analytics Participants, Market Position (Tier 1, Tier 2 and Tier 3)

3.3 China Manufacturing Data Analytics, Revenue Percentage of Local Players VS Foreign Manufacturers (2018-2023)

4 Industry Chain Analysis

4.1 Manufacturing Data Analytics Industry Chain

4.2 Manufacturing Data Analytics Upstream Analysis

4.3 Manufacturing Data Analytics Midstream Analysis

4.4 Manufacturing Data Analytics Downstream Analysis

5 Sights by Type

5.1 Manufacturing Data Analytics Classification

5.1.1 Predictive Maintenance

5.1.2 Inventory Management

5.1.3 Supply Chain Optimization

5.1.4 Others

5.2 By Type, Global Manufacturing Data Analytics Market Size & CAGR, 2018 VS 2022 VS 2029

5.3 By Type, Global Manufacturing Data Analytics Revenue, 2018-2029

6 Sights by Application

6.1 Manufacturing Data Analytics Segment by Application

6.1.1 Semiconductor

6.1.2 Chemical

6.1.3 Energy Production

6.1.4 Biopharmaceutical

6.1.5 Other

6.2 By Application, Global Manufacturing Data Analytics Market Size & CAGR, 2018 VS 2022 VS 2029

6.3 By Application, Global Manufacturing Data Analytics Revenue, 2018-2029

7 Sales Sights by Region

7.1 By Region, Global Manufacturing Data Analytics Market Size, 2018 VS 2022 VS 2029

7.2 By Region, Global Manufacturing Data Analytics Market Size, 2018-2029

7.3 North America

7.3.1 North America Manufacturing Data Analytics Market Size & Forecasts, 2018-2029

7.3.2 By Country, North America Manufacturing Data Analytics Market Size Market Share

7.4 Europe

7.4.1 Europe Manufacturing Data Analytics Market Size & Forecasts, 2018-2029

7.4.2 By Country, Europe Manufacturing Data Analytics Market Size Market Share

7.5 Asia Pacific

7.5.1 Asia Pacific Manufacturing Data Analytics Market Size & Forecasts, 2018-2029

7.5.2 By Country/Region, Asia Pacific Manufacturing Data Analytics Market Size Market Share

7.6 South America

7.6.1 South America Manufacturing Data Analytics Market Size & Forecasts, 2018-2029

7.6.2 By Country, South America Manufacturing Data Analytics Market Size Market Share

7.7 Middle East & Africa

8 Sights by Country Level

8.1 By Country, Global Manufacturing Data Analytics Market Size & CAGR，2018 VS 2022 VS 2029

8.2 By Country, Global Manufacturing Data Analytics Market Size, 2018-2029

8.3 U.S.

8.3.1 U.S. Manufacturing Data Analytics Market Size, 2018-2029

8.3.2 By Company, U.S. Manufacturing Data Analytics Revenue Market Share, 2018-2023

8.3.3 By Type, U.S. Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

8.3.4 By Application, U.S. Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

8.4 Europe

8.4.1 Europe Manufacturing Data Analytics Market Size, 2018-2029

8.4.2 By Company, Europe Manufacturing Data Analytics Revenue Market Share, 2018-2023

8.4.3 By Type, Europe Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

8.4.4 By Application, Europe Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

8.5 China

8.5.1 China Manufacturing Data Analytics Market Size, 2018-2029

8.5.2 By Company, China Manufacturing Data Analytics Revenue Market Share, 2018-2023

8.5.3 By Type, China Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

8.5.4 By Application, China Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

8.6 Japan

8.6.1 Japan Manufacturing Data Analytics Market Size, 2018-2029

8.6.2 By Company, Japan Manufacturing Data Analytics Revenue Market Share, 2018-2023

8.6.3 By Type, Japan Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

8.6.4 By Application, Japan Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

8.7 South Korea

8.7.1 South Korea Manufacturing Data Analytics Market Size, 2018-2029

8.7.2 By Company, South Korea Manufacturing Data Analytics Revenue Market Share, 2018-2023

8.7.3 By Type, South Korea Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

8.7.4 By Application, South Korea Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

8.8 Southeast Asia

8.8.1 Southeast Asia Manufacturing Data Analytics Market Size, 2018-2029

8.8.2 By Company, Southeast Asia Manufacturing Data Analytics Revenue Market Share, 2018-2023

8.8.3 By Type, Southeast Asia Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

8.8.4 By Application, Southeast Asia Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

8.9 India

8.9.1 India Manufacturing Data Analytics Market Size, 2018-2029

8.9.2 By Company, India Manufacturing Data Analytics Revenue Market Share, 2018-2023

8.9.3 By Type, India Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

8.9.4 By Application, India Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

8.10 Middle East & Asia

8.10.1 Middle East & Asia Manufacturing Data Analytics Market Size, 2018-2029

8.10.2 By Company, Middle East & Asia Manufacturing Data Analytics Revenue Market Share, 2018-2023

8.10.3 By Type, Middle East & Asia Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

8.10.4 By Application, Middle East & Asia Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

9 Global Manufacturers Profile

9.1 SAP

9.1.1 SAP Company Information, Head Office, Market Area and Industry Position

9.1.2 SAP Company Profile and Main Business

9.1.3 SAP Manufacturing Data Analytics Models, Specifications and Application

9.1.4 SAP Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

9.1.5 SAP Recent Developments

9.2 Oracle

9.2.1 Oracle Company Information, Head Office, Market Area and Industry Position

9.2.2 Oracle Company Profile and Main Business

9.2.3 Oracle Manufacturing Data Analytics Models, Specifications and Application

9.2.4 Oracle Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

9.2.5 Oracle Recent Developments

9.3 SAS Institute

9.3.1 SAS Institute Company Information, Head Office, Market Area and Industry Position

9.3.2 SAS Institute Company Profile and Main Business

9.3.3 SAS Institute Manufacturing Data Analytics Models, Specifications and Application

9.3.4 SAS Institute Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

9.3.5 SAS Institute Recent Developments

9.4 IBM

9.4.1 IBM Company Information, Head Office, Market Area and Industry Position

9.4.2 IBM Company Profile and Main Business

9.4.3 IBM Manufacturing Data Analytics Models, Specifications and Application

9.4.4 IBM Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

9.4.5 IBM Recent Developments

9.5 General Electric

9.5.1 General Electric Company Information, Head Office, Market Area and Industry Position

9.5.2 General Electric Company Profile and Main Business

9.5.3 General Electric Manufacturing Data Analytics Models, Specifications and Application

9.5.4 General Electric Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

9.5.5 General Electric Recent Developments

9.6 Tableau Software

9.6.1 Tableau Software Company Information, Head Office, Market Area and Industry Position

9.6.2 Tableau Software Company Profile and Main Business

9.6.3 Tableau Software Manufacturing Data Analytics Models, Specifications and Application

9.6.4 Tableau Software Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

9.6.5 Tableau Software Recent Developments

9.7 TIBCO Software

9.7.1 TIBCO Software Company Information, Head Office, Market Area and Industry Position

9.7.2 TIBCO Software Company Profile and Main Business

9.7.3 TIBCO Software Manufacturing Data Analytics Models, Specifications and Application

9.7.4 TIBCO Software Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

9.7.5 TIBCO Software Recent Developments

9.8 Snowflake

9.8.1 Snowflake Company Information, Head Office, Market Area and Industry Position

9.8.2 Snowflake Company Profile and Main Business

9.8.3 Snowflake Manufacturing Data Analytics Models, Specifications and Application

9.8.4 Snowflake Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

9.8.5 Snowflake Recent Developments

9.9 Mingo

9.9.1 Mingo Company Information, Head Office, Market Area and Industry Position

9.9.2 Mingo Company Profile and Main Business

9.9.3 Mingo Manufacturing Data Analytics Models, Specifications and Application

9.9.4 Mingo Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

9.9.5 Mingo Recent Developments

9.10 Altair Engineering

9.10.1 Altair Engineering Company Information, Head Office, Market Area and Industry Position

9.10.2 Altair Engineering Company Profile and Main Business

9.10.3 Altair Engineering Manufacturing Data Analytics Models, Specifications and Application

9.10.4 Altair Engineering Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

9.10.5 Altair Engineering Recent Developments

9.11 PINpoint

9.11.1 PINpoint Company Information, Head Office, Market Area and Industry Position

9.11.2 PINpoint Company Profile and Main Business

9.11.3 PINpoint Manufacturing Data Analytics Models, Specifications and Application

9.11.4 PINpoint Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

9.11.5 PINpoint Recent Developments

9.12 KNIME

9.12.1 KNIME Company Information, Head Office, Market Area and Industry Position

9.12.2 KNIME Company Profile and Main Business

9.12.3 KNIME Manufacturing Data Analytics Models, Specifications and Application

9.12.4 KNIME Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

9.12.5 KNIME Recent Developments

9.13 ThoughtSpot

9.13.1 ThoughtSpot Company Information, Head Office, Market Area and Industry Position

9.13.2 ThoughtSpot Company Profile and Main Business

9.13.3 ThoughtSpot Manufacturing Data Analytics Models, Specifications and Application

9.13.4 ThoughtSpot Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

9.13.5 ThoughtSpot Recent Developments

9.14 VIS Networks

9.14.1 VIS Networks Company Information, Head Office, Market Area and Industry Position

9.14.2 VIS Networks Company Profile and Main Business

9.14.3 VIS Networks Manufacturing Data Analytics Models, Specifications and Application

9.14.4 VIS Networks Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

9.14.5 VIS Networks Recent Developments

9.15 TrendMiner

9.15.1 TrendMiner Company Information, Head Office, Market Area and Industry Position

9.15.2 TrendMiner Company Profile and Main Business

9.15.3 TrendMiner Manufacturing Data Analytics Models, Specifications and Application

9.15.4 TrendMiner Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

9.15.5 TrendMiner Recent Developments

9.16 Alteryx

9.16.1 Alteryx Company Information, Head Office, Market Area and Industry Position

9.16.2 Alteryx Company Profile and Main Business

9.16.3 Alteryx Manufacturing Data Analytics Models, Specifications and Application

9.16.4 Alteryx Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

9.16.5 Alteryx Recent Developments

9.17 Sisense

9.17.1 Sisense Company Information, Head Office, Market Area and Industry Position

9.17.2 Sisense Company Profile and Main Business

9.17.3 Sisense Manufacturing Data Analytics Models, Specifications and Application

9.17.4 Sisense Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

9.17.5 Sisense Recent Developments

9.18 Wipro

9.18.1 Wipro Company Information, Head Office, Market Area and Industry Position

9.18.2 Wipro Company Profile and Main Business

9.18.3 Wipro Manufacturing Data Analytics Models, Specifications and Application

9.18.4 Wipro Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

9.18.5 Wipro Recent Developments

9.19 MicroStrategy

9.19.1 MicroStrategy Company Information, Head Office, Market Area and Industry Position

9.19.2 MicroStrategy Company Profile and Main Business

9.19.3 MicroStrategy Manufacturing Data Analytics Models, Specifications and Application

9.19.4 MicroStrategy Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

9.19.5 MicroStrategy Recent Developments

10 Conclusion

11 Appendix

11.1 Research Methodology

11.2 Data Source

11.2.1 Secondary Sources

11.2.2 Primary Sources

11.3 Market Estimation Model

11.4 Disclaimer

Table 1. Manufacturing Data Analytics Market Size & CAGR: China VS Global, (US$ Million), 2018-2029

Table 2. Manufacturing Data Analytics Market Restraints

Table 3. Manufacturing Data Analytics Market Trends

Table 4. Manufacturing Data Analytics Industry Policy

Table 5. Global Manufacturing Data Analytics Revenue by Company (2018-2023) & (US$ million)

Table 6. Global Manufacturing Data Analytics Revenue Market Share by Company (2018-2023)

Table 7. Global Manufacturing Data Analytics Manufacturers Market Concentration Ratio (CR3 and HHI)

Table 8. Global Manufacturing Data Analytics Mergers & Acquisitions, Expansion Plans

Table 9. Global Manufacturing Data Analytics Manufacturers Product Type

Table 10. China Manufacturing Data Analytics Revenue by Company (2018-2023) & (US$ million)

Table 11. China Manufacturing Data Analytics Revenue Market Share by Company (2018-2023)

Table 12. Global Key Players of Manufacturing Data Analytics Upstream (Raw Materials)

Table 13. Global Manufacturing Data Analytics Typical Customers

Table 14. Manufacturing Data Analytics Typical Distributors

Table 15. By Type, Global Manufacturing Data Analytics Revenue & CAGR, 2018 VS 2022 VS 2029, US$ Million

Table 16. By Application, Global Manufacturing Data Analytics Revenue & CAGR, 2018 VS 2022 VS 2029, US$ Million

Table 17. By Region, Global Manufacturing Data Analytics Market Size, 2018 VS 2022 VS 2029, US$ Million

Table 18. By Region, Global Manufacturing Data Analytics Revenue, 2018-2029, US$ Million

Table 19. By Country, Global Manufacturing Data Analytics Revenue & CAGR，2018 VS 2022 VS 2029, US$ Million

Table 20. By Country, Global Manufacturing Data Analytics Revenue, 2018-2029, US$ Million

Table 21. By Country, Global Manufacturing Data Analytics Revenue Market Share, 2018-2029

Table 22. SAP Company Information, Head Office, Market Area and Industry Position

Table 23. SAP Company Profile and Main Business

Table 24. SAP Manufacturing Data Analytics Models, Specifications and Application

Table 25. SAP Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

Table 26. SAP Recent Developments

Table 27. Oracle Company Information, Head Office, Market Area and Industry Position

Table 28. Oracle Company Profile and Main Business

Table 29. Oracle Manufacturing Data Analytics Models, Specifications and Application

Table 30. Oracle Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

Table 31. Oracle Recent Developments

Table 32. SAS Institute Company Information, Head Office, Market Area and Industry Position

Table 33. SAS Institute Company Profile and Main Business

Table 34. SAS Institute Manufacturing Data Analytics Models, Specifications and Application

Table 35. SAS Institute Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

Table 36. SAS Institute Recent Developments

Table 37. IBM Company Information, Head Office, Market Area and Industry Position

Table 38. IBM Company Profile and Main Business

Table 39. IBM Manufacturing Data Analytics Models, Specifications and Application

Table 40. IBM Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

Table 41. IBM Recent Developments

Table 42. General Electric Company Information, Head Office, Market Area and Industry Position

Table 43. General Electric Company Profile and Main Business

Table 44. General Electric Manufacturing Data Analytics Models, Specifications and Application

Table 45. General Electric Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

Table 46. General Electric Recent Developments

Table 47. Tableau Software Company Information, Head Office, Market Area and Industry Position

Table 48. Tableau Software Company Profile and Main Business

Table 49. Tableau Software Manufacturing Data Analytics Models, Specifications and Application

Table 50. Tableau Software Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

Table 51. Tableau Software Recent Developments

Table 52. TIBCO Software Company Information, Head Office, Market Area and Industry Position

Table 53. TIBCO Software Company Profile and Main Business

Table 54. TIBCO Software Manufacturing Data Analytics Models, Specifications and Application

Table 55. TIBCO Software Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

Table 56. TIBCO Software Recent Developments

Table 57. Snowflake Company Information, Head Office, Market Area and Industry Position

Table 58. Snowflake Company Profile and Main Business

Table 59. Snowflake Manufacturing Data Analytics Models, Specifications and Application

Table 60. Snowflake Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

Table 61. Snowflake Recent Developments

Table 62. Mingo Company Information, Head Office, Market Area and Industry Position

Table 63. Mingo Company Profile and Main Business

Table 64. Mingo Manufacturing Data Analytics Models, Specifications and Application

Table 65. Mingo Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

Table 66. Mingo Recent Developments

Table 67. Altair Engineering Company Information, Head Office, Market Area and Industry Position

Table 68. Altair Engineering Company Profile and Main Business

Table 69. Altair Engineering Manufacturing Data Analytics Models, Specifications and Application

Table 70. Altair Engineering Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

Table 71. Altair Engineering Recent Developments

Table 72. PINpoint Company Information, Head Office, Market Area and Industry Position

Table 73. PINpoint Company Profile and Main Business

Table 74. PINpoint Manufacturing Data Analytics Models, Specifications and Application

Table 75. PINpoint Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

Table 76. PINpoint Recent Developments

Table 77. KNIME Company Information, Head Office, Market Area and Industry Position

Table 78. KNIME Company Profile and Main Business

Table 79. KNIME Manufacturing Data Analytics Models, Specifications and Application

Table 80. KNIME Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

Table 81. KNIME Recent Developments

Table 82. ThoughtSpot Company Information, Head Office, Market Area and Industry Position

Table 83. ThoughtSpot Company Profile and Main Business

Table 84. ThoughtSpot Manufacturing Data Analytics Models, Specifications and Application

Table 85. ThoughtSpot Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

Table 86. ThoughtSpot Recent Developments

Table 87. VIS Networks Company Information, Head Office, Market Area and Industry Position

Table 88. VIS Networks Company Profile and Main Business

Table 89. VIS Networks Manufacturing Data Analytics Models, Specifications and Application

Table 90. VIS Networks Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

Table 91. VIS Networks Recent Developments

Table 92. TrendMiner Company Information, Head Office, Market Area and Industry Position

Table 93. TrendMiner Company Profile and Main Business

Table 94. TrendMiner Manufacturing Data Analytics Models, Specifications and Application

Table 95. TrendMiner Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

Table 96. TrendMiner Recent Developments

Table 97. Alteryx Company Information, Head Office, Market Area and Industry Position

Table 98. Alteryx Company Profile and Main Business

Table 99. Alteryx Manufacturing Data Analytics Models, Specifications and Application

Table 100. Alteryx Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

Table 101. Alteryx Recent Developments

Table 102. Sisense Company Information, Head Office, Market Area and Industry Position

Table 103. Sisense Company Profile and Main Business

Table 104. Sisense Manufacturing Data Analytics Models, Specifications and Application

Table 105. Sisense Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

Table 106. Sisense Recent Developments

Table 107. Wipro Company Information, Head Office, Market Area and Industry Position

Table 108. Wipro Company Profile and Main Business

Table 109. Wipro Manufacturing Data Analytics Models, Specifications and Application

Table 110. Wipro Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

Table 111. Wipro Recent Developments

Table 112. MicroStrategy Company Information, Head Office, Market Area and Industry Position

Table 113. MicroStrategy Company Profile and Main Business

Table 114. MicroStrategy Manufacturing Data Analytics Models, Specifications and Application

Table 115. MicroStrategy Manufacturing Data Analytics Revenue and Gross Margin, 2018-2023

Table 116. MicroStrategy Recent Developments

List of Figure

Figure 1. Manufacturing Data Analytics Picture

Figure 2. Global Manufacturing Data Analytics Industry Market Size and Forecast (US$ million) & (2018-2029)

Figure 3. China Manufacturing Data Analytics Revenue and Forecast (US$ million) & (2018-2029)

Figure 4. 2018-2029 China Manufacturing Data Analytics Market Share of Global

Figure 5. Global Manufacturing Data Analytics Key Participants, Market Share, 2021 VS 2022 VS 2023

Figure 6. Global Manufacturing Data Analytics Market Share by Company, (Tier 1, Tier 2 and Tier 3), 2018-2023

Figure 7. China Manufacturing Data Analytics Key Participants, Market Share, 2021 VS 2022 VS 2023

Figure 8. China Manufacturing Data Analytics Revenue, Domestic VS Import Products, Proportion of China Local Players and Foreign Players, 2018-2023

Figure 9. Manufacturing Data Analytics Industry Chain

Figure 10. Predictive Maintenance

Figure 11. Inventory Management

Figure 12. Supply Chain Optimization

Figure 13. Others

Figure 14. By Type, Global Manufacturing Data Analytics Revenue, 2018-2029, US$ Million

Figure 15. By Type, Global Manufacturing Data Analytics Revenue Market Share, 2018-2029

Figure 16. Semiconductor

Figure 17. Chemical

Figure 18. Energy Production

Figure 19. Biopharmaceutical

Figure 20. Other

Figure 21. By Application, Global Manufacturing Data Analytics Revenue, 2018-2029, US$ Million

Figure 22. By Application, Global Manufacturing Data Analytics Revenue Market Share, 2018-2029

Figure 23. By Region, Global Manufacturing Data Analytics Revenue Market Share, 2018-2029

Figure 24. North America Manufacturing Data Analytics Revenue & Forecasts, 2018-2029, US$ Million

Figure 25. By Country, North America Manufacturing Data Analytics Revenue Market Share, 2018-2023

Figure 26. Europe Manufacturing Data Analytics Revenue & Forecasts, 2018-2029, US$ Million

Figure 27. By Country, Europe Manufacturing Data Analytics Revenue Market Share, 2018-2023

Figure 28. Asia Pacific Manufacturing Data Analytics Revenue & Forecasts, 2018-2029, US$ Million

Figure 29. By Country/Region, Asia Pacific Manufacturing Data Analytics Revenue Market Share, 2018-2023

Figure 30. South America Manufacturing Data Analytics Revenue & Forecasts, 2018-2029, US$ Million

Figure 31. By Country, South America Manufacturing Data Analytics Revenue Market Share, 2018-2023

Figure 32. Middle East & Africa Manufacturing Data Analytics Revenue & Forecasts, 2018-2029, US$ Million

Figure 33. U.S. Manufacturing Data Analytics Revenue, 2018-2029, (US$ Million)

Figure 34. By Company, U.S. Manufacturing Data Analytics Market Share, 2018-2023

Figure 35. By Type, U.S. Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

Figure 36. By Application, U.S. Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

Figure 37. Europe Manufacturing Data Analytics Revenue, 2018-2029, (US$ Million)

Figure 38. By Company, Europe Manufacturing Data Analytics Market Share, 2018-2023

Figure 39. By Type, Europe Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

Figure 40. By Application, Europe Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

Figure 41. China Manufacturing Data Analytics Revenue, 2018-2029, (US$ Million)

Figure 42. By Company, China Manufacturing Data Analytics Market Share, 2018-2023

Figure 43. By Type, China Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

Figure 44. By Application, China Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

Figure 45. Japan Manufacturing Data Analytics Revenue, 2018-2029, (US$ Million)

Figure 46. By Company, Japan Manufacturing Data Analytics Market Share, 2018-2023

Figure 47. By Type, Japan Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

Figure 48. By Application, Japan Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

Figure 49. South Korea Manufacturing Data Analytics Revenue, 2018-2029, (US$ Million)

Figure 50. By Company, South Korea Manufacturing Data Analytics Market Share, 2018-2023

Figure 51. By Type, South Korea Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

Figure 52. By Application, South Korea Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

Figure 53. Southeast Asia Manufacturing Data Analytics Revenue, 2018-2029, (US$ Million)

Figure 54. By Company, Southeast Asia Manufacturing Data Analytics Market Share, 2018-2023

Figure 55. By Type, Southeast Asia Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

Figure 56. By Application, Southeast Asia Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

Figure 57. India Manufacturing Data Analytics Revenue, 2018-2029, (US$ Million)

Figure 58. By Company, India Manufacturing Data Analytics Market Share, 2018-2023

Figure 59. By Type, India Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

Figure 60. By Application, India Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

Figure 61. Middle East & Asia Manufacturing Data Analytics Revenue, 2018-2029, (US$ Million)

Figure 62. By Company, Middle East & Asia Manufacturing Data Analytics Market Share, 2018-2023

Figure 63. By Type, Middle East & Asia Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

Figure 64. By Application, Middle East & Asia Manufacturing Data Analytics Revenue Market Share, 2022 VS 2029

Figure 65. Research Methodology

Figure 66. Breakdown of Primary Interviews

Figure 67. Bottom-up Approaches

Figure 68. Top-down Approaches

Methodology/Research Approach

This research study involved the extensive usage of both primary and secondary data sources. The research process involved the study of various factors affecting the industry, including the government policy, market environment, competitive landscape, historical data, present trends in the market, technological innovation, upcoming technologies and the technical progress in related industry, and market risks, opportunities, market barriers and challenges. The following illustrative figure shows the market research methodology applied in this report.

Research Programs/Design

Historical Data (2015-2019)	Industry Trends Competitive Landscape By Company Expansion Mergers and Acquisitions Market Segment by Type by Application By Regions/ Geography	Value Status and Outlook Value for Major Players Market Share Growth Rate Present Situation Analysis Value Market Share Growth Rate Present Situation Analysis
Influencing Factors	Market Environment Government Policy Technological Changes Market Risks	Market Drivers Growing Demand of Downstream Reduction in Cost
Market Forecast (2021-2026)	Overall Size by Type by Application By Regions/Geography	Key Data (Value) Market Share Growth Rate CAGR (2021-2026)

Market Size Estimation

Top-down and bottom-up approaches are used to validate the global Voluntary Carbon Offset market size market and estimate the market size for Company, regions segments, product segments and Application (end users).

The market estimations in this report are based on the marketed sale price of Voluntary Carbon Offset (excluding any discounts provided by the player, distributor, wholesaler or traders). The percentage splits, market share, and breakdowns of the product segments are derived on the basis of weights assigned to each of the segments on the basis of their utilization rate and average sale price. The regional splits of the overall Voluntary Carbon Offset market and its sub-segments are based on the percentage adoption or utilization of the given product in the respective region or country.

Major Company in the market is identified through secondary research and their market revenues determined through primary and secondary research. Secondary research included the research of the annual and financial reports of the top Company; whereas, primary research included extensive interviews of key opinion leaders and industry experts such as experienced front-line staff, directors, CEOs and marketing executives. The percentage splits, market share, Growth Rate and breakdowns of the product markets are determined through using secondary sources and verified through the primary sources.

All possible factors that influence the markets included in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data. The market size for top-level markets and sub-segments is normalized, and the effect of inflation, economic downturns, and regulatory & policy changes or other factors are not accounted for in the market forecast. This data is combined and added with detailed inputs and analysis from Market Intellix and presented in this report

The following figure shows an illustrative representation of the overall market size estimation process used for this study.

Market Breakdown and Data Triangulation

After complete market engineering with calculations for market statistics; market size estimations; market forecasting; market breakdown; and data triangulation, extensive primary research was conducted to gather information and verify and validate the critical numbers arrived at. In the complete market engineering process, both top-down and bottom-up approaches were extensively used, along with several data triangulation methods, to perform market estimation and market forecasting for the overall market segments and sub-segments listed in this report. Extensive qualitative and further quantitative analysis is also done from all the numbers arrived at in the complete market engineering process to list key information throughout the report.

Data Source

Secondary Sources

Secondary sources include such as press releases, annual reports, non-profit organizations, industry associations, governmental agencies and customs data, etc. This research study involves the usage of widespread secondary sources, directories, databases such as Bloomberg Business, Wind Info, Hoovers, Factiva (Dow Jones & Company), and TRADING ECONOMICS, and News Network, statista, Federal Reserve Economic Data, annual reports, BIS Statistics, ICIS; company house documents; CAS(American Chemical Society); investor presentations; and SEC filings of companies. Secondary research was used to identify and collect information useful for the extensive, technical, market-oriented, and Hospitals study of the Voluntary Carbon Offset market. It was also used to obtain important information about the top companies, market classification and segmentation according to industry trends to the bottom-most level, and key developments related to market and technology perspectives.

Market Size	Segmental value Geographic Penetration Product Adoption Rate for Different market	Journals, Websites, and Press Releases Annual Reports and SEC Filings Company Websites and Press Releases Public and Paid Databases Market Intellix Data Repository
Market Position of Top Company	Product Financials Geographic value Mix Total Company value Business/Segmental value Mix
Qualitative Analysis	Influence Factors Market Potential Market Risks and Opportunities Industry Trends Geographical Features Government Policies	Company Websites and Press Releases Public and Paid Databases Annual Reports Industry Associations Market Intellix Data Repository

Primary Sources

In the primary research process, various sources from both the supply and demand sides were interviewed to obtain qualitative and quantitative information for this report. The primary sources from the supply side include product Company (and their competitors), opinion leaders, industry experts, research institutions, distributors, dealer and traders, as well as the raw materials suppliers and producers, etc.

The primary sources from the demand side include industry experts such as business leaders, marketing and sales directors, technology and innovation directors, supply chain executive, end use (product buyers), and related key executives from various key companies and organizations operating in the global market.

Primary research was conducted to identify segmentation Type, product price range, product Application, key Company, raw materials supply and the downstream demand, industry status and outlook, and key market dynamics such as risks, influence factors, opportunities, market barriers, industry trends, and key player strategies.

Key Executives Interviewed

Key Data Information from Primary Sources

Primary Sources	Parameters	Key Data
Market Segments(by Application, by Type)	Value by Type Status and Forecast Value by Application Value by Regions, Status and Forecast (2021-2026)	Value Market Share by Type Value Growth Rate by Type Value by Application Percentage and Growth Rate by Application Value Growth Rate and Market Share by Regions Market Size Status and Forecast (2021-2026)
Total Market	Overall Size, Status and Forecast	Market Size Status and Forecast (2021-2026)