Global Paperless Chart Recorder Competitive Landscape Professional Research Report 2026
Description
Market Overview
According to DIResearch＇s in-depth investigation and research, the global Paperless Chart Recorder market size will reach 886.45 Million USD in 2026 and is projected to reach 1,279.27 Million USD by 2033, with a CAGR of 5.38% (2026-2033). Notably, the China Paperless Chart Recorder market has changed rapidly in the past few years. By 2026, China＇s market size is expected to be Million USD, representing approximately % of the global market share.
Research Summary
Paperless chart recorders are high-precision instruments that use digital technology to record, store, and analyze industrial process data, widely applied in chemical, pharmaceutical, food processing, power, and environmental industries. They collect key parameters such as temperature, pressure, flow, and level in real time through sensors, displaying and storing data digitally without paper, saving resources and facilitating data management and traceability. Paperless chart recorders feature high-resolution displays, automatic alarms, data export, and remote monitoring capabilities, supporting process monitoring, trend analysis, and quality control. With stable systems, user-friendly operation, and seamless integration with industrial control networks, they enhance process visualization and automation. With precision, reliability, and eco-friendliness, paperless chart recorders have become essential equipment in modern industrial data management and process control.
The major global manufacturers of Paperless Chart Recorder include Honeywell, Siemens, ABB, Endress+Hauser Group, Yokogawa Electric, JUMO GmbH & Co. KG, Azbil Corporation, Chino Corporation, Eurotherm, OMEGA Engineering, etc. The global players competition landscape in this report is divided into three tiers. The first tier comprises global leading enterprises that command a substantial market share, hold a dominant industry position, possess strong competitiveness and influence, and generate significant revenue. The second tier includes companies with a notable market presence and reputation; these firms actively follow industry leaders in product, service, or technological innovation and maintain a moderate revenue scale. The third tier consists of smaller companies with limited market share and lower brand recognition, primarily focused on local markets and generating comparatively lower revenue.
This report studies the market size, price trends and future development prospects of Paperless Chart Recorder. Focus on analysing the market share, product portfolio, prices, sales, revenue and gross profit margin of global major manufacturers, as well as the market status and trends of different product types and applications in the global Paperless Chart Recorder market. The report data covers historical data from 2021 to 2025, based year in 2026 and forecast data from 2027 to 2033.
The regions and countries in the report include North America, Europe, China, APAC (excl. China), Latin America and Middle East and Africa, covering the Paperless Chart Recorder market conditions and future development trends of key regions and countries, combined with industry-related policies and the latest technological developments, analyze the development characteristics of Paperless Chart Recorder industries in various regions and countries, help companies understand the development characteristics of each region, help companies formulate business strategies, and achieve the ultimate goal of the company's global development strategy.
The data sources of this report mainly include the National Bureau of Statistics, customs databases, industry associations, corporate financial reports, third-party databases, etc. Among them, macroeconomic data mainly comes from the National Bureau of Statistics, International Economic Research Organization; industry statistical data mainly come from industry associations; company data mainly comes from interviews, public information collection, third-party reliable databases, and price data mainly comes from various markets monitoring database.
Global Key Manufacturers of Paperless Chart Recorder Include:
Honeywell
Siemens
ABB
Endress+Hauser Group
Yokogawa Electric
JUMO GmbH & Co. KG
Azbil Corporation
Chino Corporation
Eurotherm
OMEGA Engineering
Paperless Chart Recorder Product Segment Include:
Panel Mount Recorders
Portable Type Recorders
Others
Paperless Chart Recorder Product Application Include:
Industrial Automation and Process Control
Environmental Testing and Energy Management
Laboratory Research and Testing
Others
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global Paperless Chart Recorder Industry PESTEL Analysis
Chapter 3: Global Paperless Chart Recorder Industry Porter’s Five Forces Analysis
Chapter 4: Global Paperless Chart Recorder Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 5: Global Paperless Chart Recorder Market Size and Forecast by Type and Application Analysis
Chapter 6: North America Paperless Chart Recorder Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 7: Europe Paperless Chart Recorder Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: China Paperless Chart Recorder Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: APAC (Excl. China) Paperless Chart Recorder Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: Latin America Paperless Chart Recorder Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Middle East and Africa Paperless Chart Recorder Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Global Paperless Chart Recorder Competitive Analysis of Key Manufacturers (Sales, Revenue, Market Share, Price, Regional Distribution and Industry Concentration)
Chapter 13: Key Company Profiles (Product Portfolio, Sales, Revenue, Price and Gross Margin)
Chapter 14: Industrial Chain Analysis, Include Raw Material Suppliers, Distributors and Customers
Chapter 15: Research Findings and Conclusion
Chapter 16: Methodology and Data Sources
According to DIResearch＇s in-depth investigation and research, the global Paperless Chart Recorder market size will reach 886.45 Million USD in 2026 and is projected to reach 1,279.27 Million USD by 2033, with a CAGR of 5.38% (2026-2033). Notably, the China Paperless Chart Recorder market has changed rapidly in the past few years. By 2026, China＇s market size is expected to be Million USD, representing approximately % of the global market share.
Research Summary
Paperless chart recorders are high-precision instruments that use digital technology to record, store, and analyze industrial process data, widely applied in chemical, pharmaceutical, food processing, power, and environmental industries. They collect key parameters such as temperature, pressure, flow, and level in real time through sensors, displaying and storing data digitally without paper, saving resources and facilitating data management and traceability. Paperless chart recorders feature high-resolution displays, automatic alarms, data export, and remote monitoring capabilities, supporting process monitoring, trend analysis, and quality control. With stable systems, user-friendly operation, and seamless integration with industrial control networks, they enhance process visualization and automation. With precision, reliability, and eco-friendliness, paperless chart recorders have become essential equipment in modern industrial data management and process control.
The major global manufacturers of Paperless Chart Recorder include Honeywell, Siemens, ABB, Endress+Hauser Group, Yokogawa Electric, JUMO GmbH & Co. KG, Azbil Corporation, Chino Corporation, Eurotherm, OMEGA Engineering, etc. The global players competition landscape in this report is divided into three tiers. The first tier comprises global leading enterprises that command a substantial market share, hold a dominant industry position, possess strong competitiveness and influence, and generate significant revenue. The second tier includes companies with a notable market presence and reputation; these firms actively follow industry leaders in product, service, or technological innovation and maintain a moderate revenue scale. The third tier consists of smaller companies with limited market share and lower brand recognition, primarily focused on local markets and generating comparatively lower revenue.
This report studies the market size, price trends and future development prospects of Paperless Chart Recorder. Focus on analysing the market share, product portfolio, prices, sales, revenue and gross profit margin of global major manufacturers, as well as the market status and trends of different product types and applications in the global Paperless Chart Recorder market. The report data covers historical data from 2021 to 2025, based year in 2026 and forecast data from 2027 to 2033.
The regions and countries in the report include North America, Europe, China, APAC (excl. China), Latin America and Middle East and Africa, covering the Paperless Chart Recorder market conditions and future development trends of key regions and countries, combined with industry-related policies and the latest technological developments, analyze the development characteristics of Paperless Chart Recorder industries in various regions and countries, help companies understand the development characteristics of each region, help companies formulate business strategies, and achieve the ultimate goal of the company's global development strategy.
The data sources of this report mainly include the National Bureau of Statistics, customs databases, industry associations, corporate financial reports, third-party databases, etc. Among them, macroeconomic data mainly comes from the National Bureau of Statistics, International Economic Research Organization; industry statistical data mainly come from industry associations; company data mainly comes from interviews, public information collection, third-party reliable databases, and price data mainly comes from various markets monitoring database.
Global Key Manufacturers of Paperless Chart Recorder Include:
Honeywell
Siemens
ABB
Endress+Hauser Group
Yokogawa Electric
JUMO GmbH & Co. KG
Azbil Corporation
Chino Corporation
Eurotherm
OMEGA Engineering
Paperless Chart Recorder Product Segment Include:
Panel Mount Recorders
Portable Type Recorders
Others
Paperless Chart Recorder Product Application Include:
Industrial Automation and Process Control
Environmental Testing and Energy Management
Laboratory Research and Testing
Others
Chapter Scope
Chapter 1: Product Research Range, Product Types and Applications, Market Overview, Market Situation and Trends
Chapter 2: Global Paperless Chart Recorder Industry PESTEL Analysis
Chapter 3: Global Paperless Chart Recorder Industry Porter’s Five Forces Analysis
Chapter 4: Global Paperless Chart Recorder Major Regional Market Size (Revenue, Sales, Price) and Forecast Analysis
Chapter 5: Global Paperless Chart Recorder Market Size and Forecast by Type and Application Analysis
Chapter 6: North America Paperless Chart Recorder Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 7: Europe Paperless Chart Recorder Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 8: China Paperless Chart Recorder Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 9: APAC (Excl. China) Paperless Chart Recorder Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 10: Latin America Paperless Chart Recorder Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 11: Middle East and Africa Paperless Chart Recorder Competitive Analysis (Market Size, Key Players and Market Share, Product Type and Application Segment Analysis, Countries Analysis)
Chapter 12: Global Paperless Chart Recorder Competitive Analysis of Key Manufacturers (Sales, Revenue, Market Share, Price, Regional Distribution and Industry Concentration)
Chapter 13: Key Company Profiles (Product Portfolio, Sales, Revenue, Price and Gross Margin)
Chapter 14: Industrial Chain Analysis, Include Raw Material Suppliers, Distributors and Customers
Chapter 15: Research Findings and Conclusion
Chapter 16: Methodology and Data Sources
Table of Contents
170 Pages
- 1 Paperless Chart Recorder Market Overview
- 1.1 Product Definition and Statistical Scope
- 1.2 Paperless Chart Recorder Product by Type
- 1.2.1 Panel Mount Recorders
- 1.2.2 Portable Type Recorders
- 1.2.3 Others
- 1.3 Paperless Chart Recorder Product by Application
- 1.3.1 Industrial Automation and Process Control
- 1.3.2 Environmental Testing and Energy Management
- 1.3.3 Laboratory Research and Testing
- 1.3.4 Others
- 1.4 Global Paperless Chart Recorder Market Revenue and Sales Analysis
- 1.4.1 Global Paperless Chart Recorder Revenue Market Size Analysis (2021-2033)
- 1.4.2 Global Paperless Chart Recorder Sales Market Size Analysis (2021-2033)
- 1.4.3 Global Paperless Chart Recorder Market Sales Price Trend Analysis (2021-2033)
- 1.5 Paperless Chart Recorder Industry Trends and Innovation
- 1.5.1 Paperless Chart Recorder Industry Trends and Innovation
- 1.5.2 Paperless Chart Recorder Market Drivers and Challenges
- 2 Paperless Chart Recorder Market PESTEL Analysis
- 2.1 Political Factors Analysis
- 2.2 Economic Factors Analysis
- 2.3 Social Factors Analysis
- 2.4 Technological Factors Analysis
- 2.5 Environmental Factors Analysis
- 2.6 Legal Factors Analysis
- 3 Paperless Chart Recorder Market Porter's Five Forces Analysis
- 3.1 Competitive Rivalry
- 3.2 Threat of New Entrants
- 3.3 Bargaining Power of Suppliers
- 3.4 Bargaining Power of Buyers
- 3.5 Threat of Substitutes
- 4 Global Paperless Chart Recorder Market Analysis by Regions
- 4.1 Paperless Chart Recorder Overall Market: 2025 VS 2026 VS 2033
- 4.2 Global Paperless Chart Recorder Revenue and Forecast Analysis (2021-2033)
- 4.2.1 Global Paperless Chart Recorder Revenue and Market Share by Region (2021-2026)
- 4.2.2 Global Paperless Chart Recorder Revenue and Market Share Forecast by Region (2027-2033)
- 4.3 Global Paperless Chart Recorder Sales and Forecast Analysis (2021-2033)
- 4.3.1 Global Paperless Chart Recorder Sales and Market Share by Region (2021-2026)
- 4.3.2 Global Paperless Chart Recorder Sales and Market Share Forecast by Region (2027-2033)
- 4.4 Global Paperless Chart Recorder Sales Price Trend Analysis (2021-2033)
- 5 Global Paperless Chart Recorder Market Size by Type and Application
- 5.1 Global Paperless Chart Recorder Market Size by Type
- 5.1.1 Global Paperless Chart Recorder Revenue and Forecast Analysis by Type (2021-2033)
- 5.1.2 Global Paperless Chart Recorder Sales and Forecast Analysis by Type (2021-2033)
- 5.2 Global Paperless Chart Recorder Market Size by Application
- 5.2.1 Global Paperless Chart Recorder Revenue and Forecast Analysis by Application (2021-2033)
- 5.2.2 Global Paperless Chart Recorder Sales and Forecast Analysis by Application (2021-2033)
- 6 North America
- 6.1 North America Paperless Chart Recorder Market Size and Growth Rate Analysis (2021-2033)
- 6.2 North America Key Manufacturers Analysis
- 6.3 North America Paperless Chart Recorder Market Size by Type
- 6.3.1 North America Paperless Chart Recorder Sales by Type (2021-2033)
- 6.3.2 North America Paperless Chart Recorder Revenue by Type (2021-2033)
- 6.4 North America Paperless Chart Recorder Market Size by Application
- 6.4.1 North America Paperless Chart Recorder Sales by Application (2021-2033)
- 6.4.2 North America Paperless Chart Recorder Revenue by Application (2021-2033)
- 6.5 North America Paperless Chart Recorder Market Size by Country
- 6.5.1 US
- 6.5.2 Canada
- 7 Europe
- 7.1 Europe Paperless Chart Recorder Market Size and Growth Rate Analysis (2021-2033)
- 7.2 Europe Key Manufacturers Analysis
- 7.3 Europe Paperless Chart Recorder Market Size by Type
- 7.3.1 Europe Paperless Chart Recorder Sales by Type (2021-2033)
- 7.3.2 Europe Paperless Chart Recorder Revenue by Type (2021-2033)
- 7.4 Europe Paperless Chart Recorder Market Size by Application
- 7.4.1 Europe Paperless Chart Recorder Sales by Application (2021-2033)
- 7.4.2 Europe Paperless Chart Recorder Revenue by Application (2021-2033)
- 7.5 Europe Paperless Chart Recorder Market Size by Country
- 7.5.1 Germany
- 7.5.2 France
- 7.5.3 United Kingdom
- 7.5.4 Italy
- 7.5.5 Spain
- 7.5.6 Benelux
- 8 China
- 8.1 China Paperless Chart Recorder Market Size and Growth Rate Analysis (2021-2033)
- 8.2 China Key Manufacturers Analysis
- 8.3 China Paperless Chart Recorder Market Size by Type
- 8.3.1 China Paperless Chart Recorder Sales by Type (2021-2033)
- 8.3.2 China Paperless Chart Recorder Revenue by Type (2021-2033)
- 8.4 China Paperless Chart Recorder Market Size by Application
- 8.4.1 China Paperless Chart Recorder Sales by Application (2021-2033)
- 8.4.2 China Paperless Chart Recorder Revenue by Application (2021-2033)
- 9 APAC (excl. China)
- 9.1 APAC (excl. China) Paperless Chart Recorder Market Size and Growth Rate Analysis (2021-2033)
- 9.2 APAC (excl. China) Key Manufacturers Analysis
- 9.3 APAC (excl. China) Paperless Chart Recorder Market Size by Type
- 9.3.1 APAC (excl. China) Paperless Chart Recorder Sales by Type (2021-2033)
- 9.3.2 APAC (excl. China) Paperless Chart Recorder Revenue by Type (2021-2033)
- 9.4 APAC (excl. China) Paperless Chart Recorder Market Size by Application
- 9.4.1 APAC (excl. China) Paperless Chart Recorder Sales by Application (2021-2033)
- 9.4.2 APAC (excl. China) Paperless Chart Recorder Revenue by Application (2021-2033)
- 9.5 APAC (excl. China) Paperless Chart Recorder Market Size by Country
- 9.5.1 Japan
- 9.5.2 South Korea
- 9.5.3 India
- 9.5.4 Australia
- 9.5.5 Southeast Asia
- 10 Latin America
- 10.1 Latin America Paperless Chart Recorder Market Size and Growth Rate Analysis (2021-2033)
- 10.2 Latin America Key Manufacturers Analysis
- 10.3 Latin America Paperless Chart Recorder Market Size by Type
- 10.3.1 Latin America Paperless Chart Recorder Sales by Type (2021-2033)
- 10.3.2 Latin America Paperless Chart Recorder Revenue by Type (2021-2033)
- 10.4 Latin America Paperless Chart Recorder Market Size by Application
- 10.4.1 Latin America Paperless Chart Recorder Sales by Application (2021-2033)
- 10.4.2 Latin America Paperless Chart Recorder Revenue by Application (2021-2033)
- 10.5 Latin America Paperless Chart Recorder Market Size by Country
- 10.6 Latin America Paperless Chart Recorder Market Size by Country
- 10.6.1 Mexico
- 10.6.2 Brazil
- 11 Middle East & Africa
- 11.1 Middle East & Africa Paperless Chart Recorder Market Size and Growth Rate Analysis (2021-2033)
- 11.2 Middle East & Africa Key Manufacturers Analysis
- 11.3 Middle East & Africa Paperless Chart Recorder Market Size by Type
- 11.3.1 Middle East & Africa Paperless Chart Recorder Sales by Type (2021-2033)
- 11.3.2 Middle East & Africa Paperless Chart Recorder Revenue by Type (2021-2033)
- 11.4 Middle East & Africa Paperless Chart Recorder Market Size by Application
- 11.4.1 Middle East & Africa Paperless Chart Recorder Sales by Application (2021-2033)
- 11.4.2 Middle East & Africa Paperless Chart Recorder Revenue by Application (2021-2033)
- 11.5 Middle East Paperless Chart Recorder Market Size by Country
- 11.5.1 Saudi Arabia
- 11.5.2 South Africa
- 12 Competition by Manufacturers
- 12.1 Global Paperless Chart Recorder Market Sales, Revenue and Price by Key Manufacturers (2021-2026)
- 12.1.1 Global Paperless Chart Recorder Market Sales by Key Manufacturers (2021-2026)
- 12.1.2 Global Paperless Chart Recorder Market Revenue by Key Manufacturers (2021-2026)
- 12.1.3 Global Paperless Chart Recorder Average Sales Price by Manufacturers (2021-2026)
- 12.2 Paperless Chart Recorder Competitive Landscape Analysis and Market Dynamic
- 12.2.1 Paperless Chart Recorder Competitive Landscape Analysis
- 12.2.2 Global Key Manufacturers Headquarter Location and Key Area Sales
- 12.2.3 Market Dynamic
- 13 Key Companies Analysis
- 13.1 Honeywell
- 13.1.1 Honeywell Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.1.2 Honeywell Paperless Chart Recorder Product Portfolio
- 13.1.3 Honeywell Paperless Chart Recorder Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2026)
- 13.2 Siemens
- 13.2.1 Siemens Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.2.2 Siemens Paperless Chart Recorder Product Portfolio
- 13.2.3 Siemens Paperless Chart Recorder Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2026)
- 13.3 ABB
- 13.3.1 ABB Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.3.2 ABB Paperless Chart Recorder Product Portfolio
- 13.3.3 ABB Paperless Chart Recorder Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2026)
- 13.4 Endress+Hauser Group
- 13.4.1 Endress+Hauser Group Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.4.2 Endress+Hauser Group Paperless Chart Recorder Product Portfolio
- 13.4.3 Endress+Hauser Group Paperless Chart Recorder Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2026)
- 13.5 Yokogawa Electric
- 13.5.1 Yokogawa Electric Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.5.2 Yokogawa Electric Paperless Chart Recorder Product Portfolio
- 13.5.3 Yokogawa Electric Paperless Chart Recorder Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2026)
- 13.6 JUMO GmbH & Co. KG
- 13.6.1 JUMO GmbH & Co. KG Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.6.2 JUMO GmbH & Co. KG Paperless Chart Recorder Product Portfolio
- 13.6.3 JUMO GmbH & Co. KG Paperless Chart Recorder Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2026)
- 13.7 Azbil Corporation
- 13.7.1 Azbil Corporation Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.7.2 Azbil Corporation Paperless Chart Recorder Product Portfolio
- 13.7.3 Azbil Corporation Paperless Chart Recorder Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2026)
- 13.8 Chino Corporation
- 13.8.1 Chino Corporation Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.8.2 Chino Corporation Paperless Chart Recorder Product Portfolio
- 13.8.3 Chino Corporation Paperless Chart Recorder Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2026)
- 13.9 Eurotherm
- 13.9.1 Eurotherm Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.9.2 Eurotherm Paperless Chart Recorder Product Portfolio
- 13.9.3 Eurotherm Paperless Chart Recorder Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2026)
- 13.10 OMEGA Engineering
- 13.10.1 OMEGA Engineering Basic Company Profile (Employees, Areas Service, Competitors and Contact Information)
- 13.10.2 OMEGA Engineering Paperless Chart Recorder Product Portfolio
- 13.10.3 OMEGA Engineering Paperless Chart Recorder Market Data Analysis (Revenue, Sales, Price, Gross Margin and Market Share) (2021-2026)
- 14 Industry Chain Analysis
- 14.1 Paperless Chart Recorder Industry Chain Analysis
- 14.2 Paperless Chart Recorder Industry Raw Material and Suppliers Analysis
- 14.2.1 Paperless Chart Recorder Key Raw Material Supply Analysis
- 14.2.2 Raw Material Suppliers and Contact Information
- 14.3 Paperless Chart Recorder Typical Downstream Customers
- 14.4 Paperless Chart Recorder Sales Channel Analysis
- 15 Research Findings and Conclusion
- 16 Methodology and Data Source
- 16.1 Methodology/Research Approach
- 16.2 Research Scope
- 16.3 Benchmarks and Assumptions
- 16.4 Date Source
- 16.4.1 Primary Sources
- 16.4.2 Secondary Sources
- 16.5 Data Cross Validation
- 16.6 Disclaimer
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