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Global Log Audit Supply, Demand and Key Producers, 2024-2030

March 2024 | 122 pages | ID: G72E68332F00EN
GlobalInfoResearch

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The global Log Audit market size is expected to reach $ million by 2030, rising at a market growth of % CAGR during the forecast period (2024-2030).

Compliance and regulatory requirements: As cybersecurity and privacy regulations continue to tighten, enterprises need to meet compliance requirements and audit logs to comply with relevant regulations. This provides an important impetus for the development of log audit technology.

Data protection requirements: In order to ensure the integrity and security of data, enterprises need to strengthen log auditing to promptly discover and respond to potential security threats. This has prompted the continuous development of log auditing technology to meet higher-level security needs.

Logs are information recorded by computer systems, equipment, software, etc. under certain circumstances.Log auditing refers to comprehensively collecting logs generated by common security equipment, network equipment, databases, servers, application systems, hosts and other equipment in enterprise software systems and storing, auditing and analyzing them to identify and discover potential security events and security risks.Log auditing is also an important part of the data security field.

This report studies the global Log Audit demand, key companies, and key regions.

This report is a detailed and comprehensive analysis of the world market for Log Audit, and provides market size (US$ million) and Year-over-Year (YoY) growth, considering 2023 as the base year. This report explores demand trends and competition, as well as details the characteristics of Log Audit that contribute to its increasing demand across many markets.

Highlights and key features of the study

Global Log Audit total market, 2019-2030, (USD Million)

Global Log Audit total market by region & country, CAGR, 2019-2030, (USD Million)

U.S. VS China: Log Audit total market, key domestic companies and share, (USD Million)

Global Log Audit revenue by player and market share 2019-2024, (USD Million)

Global Log Audit total market by Type, CAGR, 2019-2030, (USD Million)

Global Log Audit total market by Application, CAGR, 2019-2030, (USD Million).

This reports profiles major players in the global Log Audit market based on the following parameters – company overview, revenue, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include Alibaba Cloud, Tencent Cloud, VENUSTECH, NSFOCUS Technology, DAS-SECURITY, Tianyi Cloud, Neusoft Group, Amazon and UniCloud, etc.

This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals.

Stakeholders would have ease in decision-making through various strategy matrices used in analyzing the World Log Audit market.

Detailed Segmentation:

Each section contains quantitative market data including market by value (US$ Millions), by player, by regions, by Type, and by Application. Data is given for the years 2019-2030 by year with 2023 as the base year, 2024 as the estimate year, and 2025-2030 as the forecast year.

Global Log Audit Market, By Region:
  • United States
  • China
  • Europe
  • Japan
  • South Korea
  • ASEAN
  • India
  • Rest of World
Global Log Audit Market, Segmentation by Type
  • Cloud Based
  • On-premise
Global Log Audit Market, Segmentation by Application
  • Government
  • Public Procuratorate and Judiciary
  • Educate
  • Healthcare
  • Energy and Chemical
  • Others
Companies Profiled:
  • Alibaba Cloud
  • Tencent Cloud
  • VENUSTECH
  • NSFOCUS Technology
  • DAS-SECURITY
  • Tianyi Cloud
  • Neusoft Group
  • Amazon
  • UniCloud
  • IBM
  • Huawei Cloud
  • H3C
Key Questions Answered

1. How big is the global Log Audit market?

2. What is the demand of the global Log Audit market?

3. What is the year over year growth of the global Log Audit market?

4. What is the total value of the global Log Audit market?

5. Who are the major players in the global Log Audit market?
1 SUPPLY SUMMARY

1.1 Log Audit Introduction
1.2 World Log Audit Market Size & Forecast (2019 & 2023 & 2030)
1.3 World Log Audit Total Market by Region (by Headquarter Location)
  1.3.1 World Log Audit Market Size by Region (2019-2030), (by Headquarter Location)
  1.3.2 United States Log Audit Market Size (2019-2030)
  1.3.3 China Log Audit Market Size (2019-2030)
  1.3.4 Europe Log Audit Market Size (2019-2030)
  1.3.5 Japan Log Audit Market Size (2019-2030)
  1.3.6 South Korea Log Audit Market Size (2019-2030)
  1.3.7 ASEAN Log Audit Market Size (2019-2030)
  1.3.8 India Log Audit Market Size (2019-2030)
1.4 Market Drivers, Restraints and Trends
  1.4.1 Log Audit Market Drivers
  1.4.2 Factors Affecting Demand
  1.4.3 Log Audit Major Market Trends

2 DEMAND SUMMARY

2.1 World Log Audit Consumption Value (2019-2030)
2.2 World Log Audit Consumption Value by Region
  2.2.1 World Log Audit Consumption Value by Region (2019-2024)
  2.2.2 World Log Audit Consumption Value Forecast by Region (2025-2030)
2.3 United States Log Audit Consumption Value (2019-2030)
2.4 China Log Audit Consumption Value (2019-2030)
2.5 Europe Log Audit Consumption Value (2019-2030)
2.6 Japan Log Audit Consumption Value (2019-2030)
2.7 South Korea Log Audit Consumption Value (2019-2030)
2.8 ASEAN Log Audit Consumption Value (2019-2030)
2.9 India Log Audit Consumption Value (2019-2030)

3 WORLD LOG AUDIT COMPANIES COMPETITIVE ANALYSIS

3.1 World Log Audit Revenue by Player (2019-2024)
3.2 Industry Rank and Concentration Rate (CR)
  3.2.1 Global Log Audit Industry Rank of Major Players
  3.2.2 Global Concentration Ratios (CR4) for Log Audit in 2023
  3.2.3 Global Concentration Ratios (CR8) for Log Audit in 2023
3.3 Log Audit Company Evaluation Quadrant
3.4 Log Audit Market: Overall Company Footprint Analysis
  3.4.1 Log Audit Market: Region Footprint
  3.4.2 Log Audit Market: Company Product Type Footprint
  3.4.3 Log Audit Market: Company Product Application Footprint
3.5 Competitive Environment
  3.5.1 Historical Structure of the Industry
  3.5.2 Barriers of Market Entry
  3.5.3 Factors of Competition
3.6 Mergers, Acquisitions Activity

4 UNITED STATES VS CHINA VS REST OF THE WORLD (BY HEADQUARTER LOCATION)

4.1 United States VS China: Log Audit Revenue Comparison (by Headquarter Location)
  4.1.1 United States VS China: Log Audit Market Size Comparison (2019 & 2023 & 2030) (by Headquarter Location)
  4.1.2 United States VS China: Log Audit Revenue Market Share Comparison (2019 & 2023 & 2030)
4.2 United States Based Companies VS China Based Companies: Log Audit Consumption Value Comparison
  4.2.1 United States VS China: Log Audit Consumption Value Comparison (2019 & 2023 & 2030)
  4.2.2 United States VS China: Log Audit Consumption Value Market Share Comparison (2019 & 2023 & 2030)
4.3 United States Based Log Audit Companies and Market Share, 2019-2024
  4.3.1 United States Based Log Audit Companies, Headquarters (States, Country)
  4.3.2 United States Based Companies Log Audit Revenue, (2019-2024)
4.4 China Based Companies Log Audit Revenue and Market Share, 2019-2024
  4.4.1 China Based Log Audit Companies, Company Headquarters (Province, Country)
  4.4.2 China Based Companies Log Audit Revenue, (2019-2024)
4.5 Rest of World Based Log Audit Companies and Market Share, 2019-2024
  4.5.1 Rest of World Based Log Audit Companies, Headquarters (States, Country)
  4.5.2 Rest of World Based Companies Log Audit Revenue, (2019-2024)

5 MARKET ANALYSIS BY TYPE

5.1 World Log Audit Market Size Overview by Type: 2019 VS 2023 VS 2030
5.2 Segment Introduction by Type
  5.2.1 Cloud Based
  5.2.2 On-premise
5.3 Market Segment by Type
  5.3.1 World Log Audit Market Size by Type (2019-2024)
  5.3.2 World Log Audit Market Size by Type (2025-2030)
  5.3.3 World Log Audit Market Size Market Share by Type (2019-2030)

6 MARKET ANALYSIS BY APPLICATION

6.1 World Log Audit Market Size Overview by Application: 2019 VS 2023 VS 2030
6.2 Segment Introduction by Application
  6.2.1 Government
  6.2.2 Public Procuratorate and Judiciary
  6.2.3 Educate
  6.2.4 Healthcare
  6.2.5 Healthcare
  6.2.6 Others
6.3 Market Segment by Application
  6.3.1 World Log Audit Market Size by Application (2019-2024)
  6.3.2 World Log Audit Market Size by Application (2025-2030)
  6.3.3 World Log Audit Market Size by Application (2019-2030)

7 COMPANY PROFILES

7.1 Alibaba Cloud
  7.1.1 Alibaba Cloud Details
  7.1.2 Alibaba Cloud Major Business
  7.1.3 Alibaba Cloud Log Audit Product and Services
  7.1.4 Alibaba Cloud Log Audit Revenue, Gross Margin and Market Share (2019-2024)
  7.1.5 Alibaba Cloud Recent Developments/Updates
  7.1.6 Alibaba Cloud Competitive Strengths & Weaknesses
7.2 Tencent Cloud
  7.2.1 Tencent Cloud Details
  7.2.2 Tencent Cloud Major Business
  7.2.3 Tencent Cloud Log Audit Product and Services
  7.2.4 Tencent Cloud Log Audit Revenue, Gross Margin and Market Share (2019-2024)
  7.2.5 Tencent Cloud Recent Developments/Updates
  7.2.6 Tencent Cloud Competitive Strengths & Weaknesses
7.3 VENUSTECH
  7.3.1 VENUSTECH Details
  7.3.2 VENUSTECH Major Business
  7.3.3 VENUSTECH Log Audit Product and Services
  7.3.4 VENUSTECH Log Audit Revenue, Gross Margin and Market Share (2019-2024)
  7.3.5 VENUSTECH Recent Developments/Updates
  7.3.6 VENUSTECH Competitive Strengths & Weaknesses
7.4 NSFOCUS Technology
  7.4.1 NSFOCUS Technology Details
  7.4.2 NSFOCUS Technology Major Business
  7.4.3 NSFOCUS Technology Log Audit Product and Services
  7.4.4 NSFOCUS Technology Log Audit Revenue, Gross Margin and Market Share (2019-2024)
  7.4.5 NSFOCUS Technology Recent Developments/Updates
  7.4.6 NSFOCUS Technology Competitive Strengths & Weaknesses
7.5 DAS-SECURITY
  7.5.1 DAS-SECURITY Details
  7.5.2 DAS-SECURITY Major Business
  7.5.3 DAS-SECURITY Log Audit Product and Services
  7.5.4 DAS-SECURITY Log Audit Revenue, Gross Margin and Market Share (2019-2024)
  7.5.5 DAS-SECURITY Recent Developments/Updates
  7.5.6 DAS-SECURITY Competitive Strengths & Weaknesses
7.6 Tianyi Cloud
  7.6.1 Tianyi Cloud Details
  7.6.2 Tianyi Cloud Major Business
  7.6.3 Tianyi Cloud Log Audit Product and Services
  7.6.4 Tianyi Cloud Log Audit Revenue, Gross Margin and Market Share (2019-2024)
  7.6.5 Tianyi Cloud Recent Developments/Updates
  7.6.6 Tianyi Cloud Competitive Strengths & Weaknesses
7.7 Neusoft Group
  7.7.1 Neusoft Group Details
  7.7.2 Neusoft Group Major Business
  7.7.3 Neusoft Group Log Audit Product and Services
  7.7.4 Neusoft Group Log Audit Revenue, Gross Margin and Market Share (2019-2024)
  7.7.5 Neusoft Group Recent Developments/Updates
  7.7.6 Neusoft Group Competitive Strengths & Weaknesses
7.8 Amazon
  7.8.1 Amazon Details
  7.8.2 Amazon Major Business
  7.8.3 Amazon Log Audit Product and Services
  7.8.4 Amazon Log Audit Revenue, Gross Margin and Market Share (2019-2024)
  7.8.5 Amazon Recent Developments/Updates
  7.8.6 Amazon Competitive Strengths & Weaknesses
7.9 UniCloud
  7.9.1 UniCloud Details
  7.9.2 UniCloud Major Business
  7.9.3 UniCloud Log Audit Product and Services
  7.9.4 UniCloud Log Audit Revenue, Gross Margin and Market Share (2019-2024)
  7.9.5 UniCloud Recent Developments/Updates
  7.9.6 UniCloud Competitive Strengths & Weaknesses
7.10 IBM
  7.10.1 IBM Details
  7.10.2 IBM Major Business
  7.10.3 IBM Log Audit Product and Services
  7.10.4 IBM Log Audit Revenue, Gross Margin and Market Share (2019-2024)
  7.10.5 IBM Recent Developments/Updates
  7.10.6 IBM Competitive Strengths & Weaknesses
7.11 Huawei Cloud
  7.11.1 Huawei Cloud Details
  7.11.2 Huawei Cloud Major Business
  7.11.3 Huawei Cloud Log Audit Product and Services
  7.11.4 Huawei Cloud Log Audit Revenue, Gross Margin and Market Share (2019-2024)
  7.11.5 Huawei Cloud Recent Developments/Updates
  7.11.6 Huawei Cloud Competitive Strengths & Weaknesses
7.12 H3C
  7.12.1 H3C Details
  7.12.2 H3C Major Business
  7.12.3 H3C Log Audit Product and Services
  7.12.4 H3C Log Audit Revenue, Gross Margin and Market Share (2019-2024)
  7.12.5 H3C Recent Developments/Updates
  7.12.6 H3C Competitive Strengths & Weaknesses

8 INDUSTRY CHAIN ANALYSIS

8.1 Log Audit Industry Chain
8.2 Log Audit Upstream Analysis
8.3 Log Audit Midstream Analysis
8.4 Log Audit Downstream Analysis

9 RESEARCH FINDINGS AND CONCLUSION

10 APPENDIX

10.1 Methodology
10.2 Research Process and Data Source
10.3 Disclaimer

LIST OF TABLES

Table 1. World Log Audit Revenue by Region (2019, 2023 and 2030) & (USD Million), (by Headquarter Location)
Table 2. World Log Audit Revenue by Region (2019-2024) & (USD Million), (by Headquarter Location)
Table 3. World Log Audit Revenue by Region (2025-2030) & (USD Million), (by Headquarter Location)
Table 4. World Log Audit Revenue Market Share by Region (2019-2024), (by Headquarter Location)
Table 5. World Log Audit Revenue Market Share by Region (2025-2030), (by Headquarter Location)
Table 6. Major Market Trends
Table 7. World Log Audit Consumption Value Growth Rate Forecast by Region (2019 & 2023 & 2030) & (USD Million)
Table 8. World Log Audit Consumption Value by Region (2019-2024) & (USD Million)
Table 9. World Log Audit Consumption Value Forecast by Region (2025-2030) & (USD Million)
Table 10. World Log Audit Revenue by Player (2019-2024) & (USD Million)
Table 11. Revenue Market Share of Key Log Audit Players in 2023
Table 12. World Log Audit Industry Rank of Major Player, Based on Revenue in 2023
Table 13. Global Log Audit Company Evaluation Quadrant
Table 14. Head Office of Key Log Audit Player
Table 15. Log Audit Market: Company Product Type Footprint
Table 16. Log Audit Market: Company Product Application Footprint
Table 17. Log Audit Mergers & Acquisitions Activity
Table 18. United States VS China Log Audit Market Size Comparison, (2019 & 2023 & 2030) & (USD Million)
Table 19. United States VS China Log Audit Consumption Value Comparison, (2019 & 2023 & 2030) & (USD Million)
Table 20. United States Based Log Audit Companies, Headquarters (States, Country)
Table 21. United States Based Companies Log Audit Revenue, (2019-2024) & (USD Million)
Table 22. United States Based Companies Log Audit Revenue Market Share (2019-2024)
Table 23. China Based Log Audit Companies, Headquarters (Province, Country)
Table 24. China Based Companies Log Audit Revenue, (2019-2024) & (USD Million)
Table 25. China Based Companies Log Audit Revenue Market Share (2019-2024)
Table 26. Rest of World Based Log Audit Companies, Headquarters (States, Country)
Table 27. Rest of World Based Companies Log Audit Revenue, (2019-2024) & (USD Million)
Table 28. Rest of World Based Companies Log Audit Revenue Market Share (2019-2024)
Table 29. World Log Audit Market Size by Type, (USD Million), 2019 & 2023 & 2030
Table 30. World Log Audit Market Size by Type (2019-2024) & (USD Million)
Table 31. World Log Audit Market Size by Type (2025-2030) & (USD Million)
Table 32. World Log Audit Market Size by Application, (USD Million), 2019 & 2023 & 2030
Table 33. World Log Audit Market Size by Application (2019-2024) & (USD Million)
Table 34. World Log Audit Market Size by Application (2025-2030) & (USD Million)
Table 35. Alibaba Cloud Basic Information, Area Served and Competitors
Table 36. Alibaba Cloud Major Business
Table 37. Alibaba Cloud Log Audit Product and Services
Table 38. Alibaba Cloud Log Audit Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 39. Alibaba Cloud Recent Developments/Updates
Table 40. Alibaba Cloud Competitive Strengths & Weaknesses
Table 41. Tencent Cloud Basic Information, Area Served and Competitors
Table 42. Tencent Cloud Major Business
Table 43. Tencent Cloud Log Audit Product and Services
Table 44. Tencent Cloud Log Audit Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 45. Tencent Cloud Recent Developments/Updates
Table 46. Tencent Cloud Competitive Strengths & Weaknesses
Table 47. VENUSTECH Basic Information, Area Served and Competitors
Table 48. VENUSTECH Major Business
Table 49. VENUSTECH Log Audit Product and Services
Table 50. VENUSTECH Log Audit Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 51. VENUSTECH Recent Developments/Updates
Table 52. VENUSTECH Competitive Strengths & Weaknesses
Table 53. NSFOCUS Technology Basic Information, Area Served and Competitors
Table 54. NSFOCUS Technology Major Business
Table 55. NSFOCUS Technology Log Audit Product and Services
Table 56. NSFOCUS Technology Log Audit Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 57. NSFOCUS Technology Recent Developments/Updates
Table 58. NSFOCUS Technology Competitive Strengths & Weaknesses
Table 59. DAS-SECURITY Basic Information, Area Served and Competitors
Table 60. DAS-SECURITY Major Business
Table 61. DAS-SECURITY Log Audit Product and Services
Table 62. DAS-SECURITY Log Audit Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 63. DAS-SECURITY Recent Developments/Updates
Table 64. DAS-SECURITY Competitive Strengths & Weaknesses
Table 65. Tianyi Cloud Basic Information, Area Served and Competitors
Table 66. Tianyi Cloud Major Business
Table 67. Tianyi Cloud Log Audit Product and Services
Table 68. Tianyi Cloud Log Audit Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 69. Tianyi Cloud Recent Developments/Updates
Table 70. Tianyi Cloud Competitive Strengths & Weaknesses
Table 71. Neusoft Group Basic Information, Area Served and Competitors
Table 72. Neusoft Group Major Business
Table 73. Neusoft Group Log Audit Product and Services
Table 74. Neusoft Group Log Audit Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 75. Neusoft Group Recent Developments/Updates
Table 76. Neusoft Group Competitive Strengths & Weaknesses
Table 77. Amazon Basic Information, Area Served and Competitors
Table 78. Amazon Major Business
Table 79. Amazon Log Audit Product and Services
Table 80. Amazon Log Audit Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 81. Amazon Recent Developments/Updates
Table 82. Amazon Competitive Strengths & Weaknesses
Table 83. UniCloud Basic Information, Area Served and Competitors
Table 84. UniCloud Major Business
Table 85. UniCloud Log Audit Product and Services
Table 86. UniCloud Log Audit Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 87. UniCloud Recent Developments/Updates
Table 88. UniCloud Competitive Strengths & Weaknesses
Table 89. IBM Basic Information, Area Served and Competitors
Table 90. IBM Major Business
Table 91. IBM Log Audit Product and Services
Table 92. IBM Log Audit Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 93. IBM Recent Developments/Updates
Table 94. IBM Competitive Strengths & Weaknesses
Table 95. Huawei Cloud Basic Information, Area Served and Competitors
Table 96. Huawei Cloud Major Business
Table 97. Huawei Cloud Log Audit Product and Services
Table 98. Huawei Cloud Log Audit Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 99. Huawei Cloud Recent Developments/Updates
Table 100. H3C Basic Information, Area Served and Competitors
Table 101. H3C Major Business
Table 102. H3C Log Audit Product and Services
Table 103. H3C Log Audit Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
Table 104. Global Key Players of Log Audit Upstream (Raw Materials)
Table 105. Log Audit Typical Customers

LIST OF FIGURES

Figure 1. Log Audit Picture
Figure 2. World Log Audit Total Market Size: 2019 & 2023 & 2030, (USD Million)
Figure 3. World Log Audit Total Market Size (2019-2030) & (USD Million)
Figure 4. World Log Audit Revenue Market Share by Region (2019, 2023 and 2030) & (USD Million) , (by Headquarter Location)
Figure 5. World Log Audit Revenue Market Share by Region (2019-2030), (by Headquarter Location)
Figure 6. United States Based Company Log Audit Revenue (2019-2030) & (USD Million)
Figure 7. China Based Company Log Audit Revenue (2019-2030) & (USD Million)
Figure 8. Europe Based Company Log Audit Revenue (2019-2030) & (USD Million)
Figure 9. Japan Based Company Log Audit Revenue (2019-2030) & (USD Million)
Figure 10. South Korea Based Company Log Audit Revenue (2019-2030) & (USD Million)
Figure 11. ASEAN Based Company Log Audit Revenue (2019-2030) & (USD Million)
Figure 12. India Based Company Log Audit Revenue (2019-2030) & (USD Million)
Figure 13. Log Audit Market Drivers
Figure 14. Factors Affecting Demand
Figure 15. World Log Audit Consumption Value (2019-2030) & (USD Million)
Figure 16. World Log Audit Consumption Value Market Share by Region (2019-2030)
Figure 17. United States Log Audit Consumption Value (2019-2030) & (USD Million)
Figure 18. China Log Audit Consumption Value (2019-2030) & (USD Million)
Figure 19. Europe Log Audit Consumption Value (2019-2030) & (USD Million)
Figure 20. Japan Log Audit Consumption Value (2019-2030) & (USD Million)
Figure 21. South Korea Log Audit Consumption Value (2019-2030) & (USD Million)
Figure 22. ASEAN Log Audit Consumption Value (2019-2030) & (USD Million)
Figure 23. India Log Audit Consumption Value (2019-2030) & (USD Million)
Figure 24. Producer Shipments of Log Audit by Player Revenue ($MM) and Market Share (%): 2023
Figure 25. Global Four-firm Concentration Ratios (CR4) for Log Audit Markets in 2023
Figure 26. Global Four-firm Concentration Ratios (CR8) for Log Audit Markets in 2023
Figure 27. United States VS China: Log Audit Revenue Market Share Comparison (2019 & 2023 & 2030)
Figure 28. United States VS China: Log Audit Consumption Value Market Share Comparison (2019 & 2023 & 2030)
Figure 29. World Log Audit Market Size by Type, (USD Million), 2019 & 2023 & 2030
Figure 30. World Log Audit Market Size Market Share by Type in 2023
Figure 31. Cloud Based
Figure 32. On-premise
Figure 33. World Log Audit Market Size Market Share by Type (2019-2030)
Figure 34. World Log Audit Market Size by Application, (USD Million), 2019 & 2023 & 2030
Figure 35. World Log Audit Market Size Market Share by Application in 2023
Figure 36. Government
Figure 37. Public Procuratorate and Judiciary
Figure 38. Educate
Figure 39. Healthcare
Figure 40. Energy and Chemical
Figure 41. Others
Figure 42. Log Audit Industrial Chain
Figure 43. Methodology
Figure 44. Research Process and Data Source


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