Table of Content

1 INTRODUCTION 32
1.1 INTRODUCTION TO COVID-19 32
1.2 COVID-19 HEALTH ASSESSMENT 32
FIGURE 1 COVID-19: GLOBAL PROPAGATION 32
FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES 33
1.3 COVID-19 ECONOMIC ASSESSMENT 34
FIGURE 3 REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020 34
1.3.1 COVID-19 ECONOMIC IMPACT?SCENARIO ASSESSMENT 35
FIGURE 4 FACTORS IMPACTING GLOBAL ECONOMY 35
FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF GLOBAL ECONOMY 36
1.4 OBJECTIVES OF THE STUDY 37
1.5 MARKET DEFINITION 37
1.5.1 INCLUSIONS AND EXCLUSIONS 37
1.6 MARKET SCOPE 38
1.6.1 MARKET SEGMENTATION 38
1.6.2 REGIONS COVERED 39
1.6.3 YEARS CONSIDERED FOR THE STUDY 39
1.7 CURRENCY CONSIDERED 40
TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2017–2019 40
1.8 STAKEHOLDERS 40
1.9 SUMMARY OF CHANGES 40

2 RESEARCH METHODOLOGY 41
2.1 RESEARCH DATA 41
FIGURE 6 DATA HISTORIAN MARKET: RESEARCH DESIGN 41
2.1.1 SECONDARY DATA 42
2.1.2 PRIMARY DATA 42
TABLE 2 PRIMARY INTERVIEWS 42
2.1.2.1 Breakup of primary profiles 43
2.1.2.2 Key industry insights 43
2.2 MARKET BREAKUP AND DATA TRIANGULATION 44
FIGURE 7 DATA TRIANGULATION 44
2.3 MARKET SIZE ESTIMATION 45
FIGURE 8 DATA HISTORIAN MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 45
2.3.1 TOP-DOWN APPROACH 45
2.3.2 BOTTOM-UP APPROACH 46
FIGURE 9 MARKET SIZE ESTIMATION METHODOLOGY _ APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTIONS/SERVICES OF DATA HISTORIAN MARKET 46
FIGURE 10 MARKET SIZE ESTIMATION METHODOLOGY _ APPROACH 2 BOTTOM-UP (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTIONS/SERVICES OF DATA HISTORIAN MARKET 47
FIGURE 11 MARKET SIZE ESTIMATION METHODOLOGY?APPROACH 3?BOTTOM-UP (DEMAND SIDE): SHARE OF DATA HISTORIAN THROUGH OVERALL DATA HISTORIAN SPENDING 48
2.4 MARKET FORECAST 49
TABLE 3 FACTOR ANALYSIS 49
2.5 COMPANY EVALUATION MATRIX METHODOLOGY 50
FIGURE 12 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE 50
2.6 ASSUMPTIONS FOR THE STUDY 51
2.7 LIMITATIONS OF THE STUDY 52

3 EXECUTIVE SUMMARY 53
TABLE 4 DATA HISTORIAN MARKET SIZE AND GROWTH RATE,
2016–2019 (USD MILLION, Y-O-Y %) 54
TABLE 5 DATA HISTORIAN MARKET SIZE AND GROWTH RATE,
2019–2025 (USD MILLION, Y-O-Y %) 54
FIGURE 13 DATA HISTORIAN MARKET SNAPSHOT, BY COMPONENT 55
FIGURE 14 DATA HISTORIAN MARKET SNAPSHOT, BY APPLICATION 55
FIGURE 15 DATA HISTORIAN MARKET SNAPSHOT, BY SERVICE 55
FIGURE 16 DATA HISTORIAN MARKET SNAPSHOT, BY PROFESSIONAL SERVICE 56
FIGURE 17 DATA HISTORIAN MARKET SNAPSHOT, BY DEPLOYMENT MODE 56
FIGURE 18 DATA HISTORIAN MARKET SNAPSHOT, BY ORGANIZATION SIZE 56
FIGURE 19 DATA HISTORIAN MARKET SNAPSHOT, BY END USER 57
FIGURE 20 DATA HISTORIAN MARKET SNAPSHOT, BY REGION 57

4 PREMIUM INSIGHTS 58
4.1 ATTRACTIVE OPPORTUNITIES IN DATA HISTORIAN MARKET 58
FIGURE 21 REAL-TIME CONDITIONING MONITORING FOR TAKING PROMPT ACTIONS TO DRIVE MARKET GROWTH DURING FORECAST PERIOD 58
4.2 DATA HISTORIAN MARKET: TOP THREE APPLICATIONS 58
FIGURE 22 ENVIRONMENTAL AUDITING SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 58
4.3 DATA HISTORIAN MARKET, BY REGION 59
FIGURE 23 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2020 59
4.4 DATA HISTORIAN MARKET, TOP TWO APPLICATIONS AND END USERS 59
FIGURE 24 ASSET PERFORMANCE MANAGEMENT, AND OIL AND GAS TO ACCOUNT FOR LARGE SHARES OF DATA HISTORIAN MARKET IN 2020 59

5 MARKET OVERVIEW AND INDUSTRY TRENDS 60
5.1 INTRODUCTION 60
5.2 MARKET DYNAMICS 60
FIGURE 25 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: DATA HISTORIAN MARKET 60
5.2.1 DRIVERS 61
5.2.1.1 Increasing demand for consolidated data for process and performance improvement 61
5.2.1.2 Rising industrial big data 61
5.2.1.3 Growing investments in analytics 61
5.2.2 RESTRAINTS 62
5.2.2.1 High deployment costs 62
5.2.2.2 Legal concerns and data privacy issues 62
5.2.3 OPPORTUNITIES 62
5.2.3.1 Growing need for industrial 360 Hypervision 62
5.2.3.2 COVID-19 pandemic increases need for remote monitoring and management of assets and business processes 62
5.2.4 CHALLENGES 63
5.2.4.1 Growing impact of IIoT 63
5.2.5 CUMULATIVE GROWTH ANALYSIS 63
5.3 DATA HISTORIAN MARKET: COVID-19 IMPACT 63
FIGURE 26 DATA HISTORIAN MARKET TO WITNESS DECLINE IN GROWTH IN 2020 64
5.4 CASE STUDY ANALYSIS 64
5.4.1 USE CASE 1: ENHANCED VISIBILITY OF DATA RESULTED IN GREATER PRODUCTIVITY 64
5.4.2 USE CASE 2: MOVING DATA FROM PROGRAMMABLE LOGIC CONTROLLER (PLC) TO OPEN DATABASES FOR HISTORICAL LOGGING AND ANALYSIS 65
5.4.3 USE CASE 3: DATA MINING AND DATA AGGREGATION NEEDS 65
5.5 DATA HISTORIAN: EVOLUTION 65
5.6 REGULATIONS 66
5.6.1 EU GENERAL DATA PROTECTION REGULATION (GDPR) 66
5.6.2 CLOUD STANDARD CUSTOMER COUNCIL (CSCC) 66

6 DATA HISTORIAN MARKET, BY COMPONENT 67
6.1 INTRODUCTION 68
6.1.1 COMPONENTS: DATA HISTORIAN MARKET DRIVERS 68
6.1.2 COMPONENTS: COVID-19 IMPACT 68
FIGURE 27 SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 69
TABLE 6 DATA HISTORIAN MARKET SIZE, BY COMPONENT,
2016–2019 (USD MILLION) 69
TABLE 7 DATA HISTORIAN MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 70
6.2 SOFTWARE/TOOLS 70
6.3 SERVICES 70
FIGURE 28 MANAGED SERVICES SEGMENT IS EXPECTED TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 71
TABLE 8 DATA HISTORIAN MARKET SIZE, BY SERVICE, 2016–2019 (USD MILLION) 71
TABLE 9 DATA HISTORIAN MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION) 71
6.3.1 PROFESSIONAL SERVICES 72
FIGURE 29 CONSULTING SERVICES SEGMENT IS EXPECTED TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 72
TABLE 10 PROFESSIONAL SERVICES: DATA HISTORIAN MARKET SIZE, BY TYPE,
2016–2019 (USD MILLION) 72
TABLE 11 PROFESSIONAL SERVICES: DATA HISTORIAN MARKET SIZE, BY TYPE,
2019–2025 (USD MILLION) 73
6.3.1.1 Consulting 73
6.3.1.2 Support and Maintenance 73
6.3.2 MANAGED SERVICES 73

7 DATA HISTORIAN MARKET, BY APPLICATION 74
7.1 INTRODUCTION 75
7.1.1 APPLICATIONS: DATA HISTORIAN MARKET DRIVERS 75
7.1.2 APPLICATIONS: COVID-19 IMPACT 75
FIGURE 30 ENVIRONMENTAL AUDITING SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 75
TABLE 12 DATA HISTORIAN MARKET SIZE, BY APPLICATION,
2016–2019 (USD MILLION) 76
TABLE 13 DATA HISTORIAN MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION) 76
7.2 PRODUCTION TRACKING 77
7.3 ENVIRONMENTAL AUDITING 77
7.4 ASSET PERFORMANCE MANAGEMENT 77
7.5 GOVERNANCE, RISK, AND COMPLIANCE MANAGEMENT 77
7.6 PREDICTIVE MAINTENANCE 78
7.7 OTHERS 78

8 DATA HISTORIAN MARKET, BY DEPLOYMENT MODE 79
8.1 INTRODUCTION 80
8.1.1 DEPLOYMENT MODES: DATA HISTORIAN MARKET DRIVERS 80
8.1.2 DEPLOYMENT MODES: COVID-19 IMPACT 80
FIGURE 31 CLOUD SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD 81
TABLE 14 DATA HISTORIAN MARKET SIZE, BY DEPLOYMENT MODE,
2016–2019 (USD MILLION) 81
TABLE 15 DATA HISTORIAN MARKET SIZE, BY DEPLOYMENT MODE,
2019–2025 (USD MILLION) 81
8.2 ON-PREMISES 82
8.3 CLOUD 82
9 DATA HISTORIAN MARKET, BY ORGANIZATION SIZE 83
9.1 INTRODUCTION 84
9.1.1 ORGANIZATION SIZE: DATA HISTORIAN MARKET DRIVERS 84
9.1.2 ORGANIZATION SIZE: COVID-19 IMPACT 84
FIGURE 32 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 85
TABLE 16 DATA HISTORIAN MARKET SIZE, BY ORGANIZATION SIZE,
2016–2019 (USD MILLION) 85
TABLE 17 DATA HISTORIAN MARKET SIZE, BY ORGANIZATION SIZE,
2019–2025 (USD MILLION) 85
9.2 SMALL AND MEDIUM-SIZED ENTERPRISES 86
9.3 LARGE ENTERPRISES 86
10 DATA HISTORIAN MARKET, BY END USER 87
10.1 INTRODUCTION 88
10.1.1 END USERS: DATA HISTORIAN MARKET DRIVERS 88
10.1.2 END USERS: COVID-19 IMPACT 88
FIGURE 33 CHEMICALS AND PETROCHEMICALS SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 89
TABLE 18 DATA HISTORIAN MARKET SIZE, BY END USER, 2016–2019 (USD MILLION) 89
TABLE 19 DATA HISTORIAN MARKET SIZE, BY END USER, 2019–2025 (USD MILLION) 89
10.2 OIL AND GAS 90
10.3 MARINE 90
10.4 CHEMICALS AND PETROCHEMICALS 90
10.5 PAPER AND PULP 90
10.6 METALS AND MINING 91
10.7 POWER AND UTILITIES 91
10.8 OTHERS 91
11 DATA HISTORIAN MARKET, BY REGION 92
11.1 INTRODUCTION 93
FIGURE 34 AUSTRALIA AND NEW ZEALAND TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD 93
FIGURE 35 ASIA PACIFIC TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD 94
TABLE 20 DATA HISTORIAN MARKET SIZE, BY REGION, 2016–2019 (USD MILLION) 94
TABLE 21 DATA HISTORIAN MARKET SIZE, BY REGION, 2019–2025 (USD MILLION) 94
11.2 NORTH AMERICA 95
11.2.1 NORTH AMERICA: DATA HISTORIAN MARKET DRIVERS 95
11.2.2 NORTH AMERICA: COVID-19 IMPACT 96
FIGURE 36 NORTH AMERICA: MARKET SNAPSHOT 97
TABLE 22 NORTH AMERICA: DATA HISTORIAN MARKET SIZE, BY COMPONENT,
2016–2019 (USD MILLION) 97
TABLE 23 NORTH AMERICA: DATA HISTORIAN MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 98
TABLE 24 NORTH AMERICA: DATA HISTORIAN MARKET SIZE, BY SERVICE,
2016–2019 (USD MILLION) 98
TABLE 25 NORTH AMERICA: DATA HISTORIAN MARKET SIZE, BY SERVICE,
2019–2025 (USD MILLION) 98
TABLE 26 NORTH AMERICA: DATA HISTORIAN MARKET SIZE, BY PROFESSIONAL SERVICE, 2016–2019 (USD MILLION) 99
TABLE 27 NORTH AMERICA: DATA HISTORIAN MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION) 99
TABLE 28 NORTH AMERICA: DATA HISTORIAN MARKET SIZE, BY APPLICATION,
2016–2019 (USD MILLION) 99
TABLE 29 NORTH AMERICA: DATA HISTORIAN MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION) 100
TABLE 30 NORTH AMERICA: DATA HISTORIAN MARKET SIZE, BY DEPLOYMENT MODE, 2016–2019 (USD MILLION) 100
TABLE 31 NORTH AMERICA: DATA HISTORIAN MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION) 100
TABLE 32 NORTH AMERICA: DATA HISTORIAN MARKET SIZE, BY ORGANIZATION SIZE, 2016–2019 (USD MILLION) 101
TABLE 33 NORTH AMERICA: DATA HISTORIAN MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 101
TABLE 34 NORTH AMERICA: DATA HISTORIAN MARKET SIZE, BY END USER,
2016–2019 (USD MILLION) 101
TABLE 35 NORTH AMERICA: DATA HISTORIAN MARKET SIZE, BY END USER,
2019–2025 (USD MILLION) 102
TABLE 36 NORTH AMERICA: DATA HISTORIAN MARKET SIZE, BY COUNTRY,
2016–2019 (USD MILLION) 102
TABLE 37 NORTH AMERICA: DATA HISTORIAN MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 102
11.2.3 UNITED STATES 103
11.2.4 CANADA 103
11.3 EUROPE 103
11.3.1 EUROPE: DATA HISTORIAN MARKET DRIVERS 103
11.3.2 EUROPE: COVID-19 IMPACT 104
TABLE 38 EUROPE: DATA HISTORIAN MARKET SIZE, BY COMPONENT,
2016–2019 (USD MILLION) 104
TABLE 39 EUROPE: DATA HISTORIAN MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 104
TABLE 40 EUROPE: DATA HISTORIAN MARKET SIZE, BY SERVICE,
2016–2019 (USD MILLION) 105
TABLE 41 EUROPE: DATA HISTORIAN MARKET SIZE, BY SERVICE,
2019–2025 (USD MILLION) 105
TABLE 42 EUROPE: DATA HISTORIAN MARKET SIZE, BY PROFESSIONAL SERVICE, 2016–2019 (USD MILLION) 105
TABLE 43 EUROPE: DATA HISTORIAN MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION) 105
TABLE 44 EUROPE: DATA HISTORIAN MARKET SIZE, BY APPLICATION,
2016–2019 (USD MILLION) 106
TABLE 45 EUROPE: DATA HISTORIAN MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION) 106
TABLE 46 EUROPE: DATA HISTORIAN MARKET SIZE, BY DEPLOYMENT MODE,
2016–2019 (USD MILLION) 107
TABLE 47 EUROPE: DATA HISTORIAN MARKET SIZE, BY DEPLOYMENT MODE,
2019–2025 (USD MILLION) 107
TABLE 48 EUROPE: DATA HISTORIAN MARKET SIZE, BY ORGANIZATION SIZE,
2016–2019 (USD MILLION) 107
TABLE 49 EUROPE: DATA HISTORIAN MARKET SIZE, BY ORGANIZATION SIZE,
2019–2025 (USD MILLION) 108
TABLE 50 EUROPE: DATA HISTORIAN MARKET SIZE, BY END USER,
2016–2019 (USD MILLION) 108
TABLE 51 EUROPE: DATA HISTORIAN MARKET SIZE, BY END USER,
2019–2025 (USD MILLION) 109
TABLE 52 EUROPE: DATA HISTORIAN MARKET SIZE, BY COUNTRY,
2016–2019 (USD MILLION) 109
TABLE 53 EUROPE: DATA HISTORIAN MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 110
11.3.3 UNITED KINGDOM 110
11.3.4 GERMANY 110
11.3.5 FRANCE 110
11.3.6 REST OF EUROPE 111
11.4 ASIA PACIFIC 111
11.4.1 ASIA PACIFIC: DATA HISTORIAN MARKET DRIVERS 111
11.4.2 ASIA PACIFIC: COVID-19 IMPACT 111
FIGURE 37 ASIA PACIFIC: MARKET SNAPSHOT 112
TABLE 54 ASIA PACIFIC: DATA HISTORIAN MARKET SIZE, BY COMPONENT,
2016–2019 (USD MILLION) 113
TABLE 55 ASIA PACIFIC: DATA HISTORIAN MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 113
TABLE 56 ASIA PACIFIC: DATA HISTORIAN MARKET SIZE, BY SERVICE,
2016–2019 (USD MILLION) 113
TABLE 57 ASIA PACIFIC: DATA HISTORIAN MARKET SIZE, BY SERVICE,
2019–2025 (USD MILLION) 113
TABLE 58 ASIA PACIFIC: DATA HISTORIAN MARKET SIZE, BY PROFESSIONAL SERVICE, 2016–2019 (USD MILLION) 114
TABLE 59 ASIA PACIFIC: DATA HISTORIAN MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION) 114
TABLE 60 ASIA PACIFIC: DATA HISTORIAN MARKET SIZE, BY APPLICATION,
2016–2019 (USD MILLION) 114
TABLE 61 ASIA PACIFIC: DATA HISTORIAN MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION) 115
TABLE 62 ASIA PACIFIC: DATA HISTORIAN MARKET SIZE, BY DEPLOYMENT MODE, 2016–2019 (USD MILLION) 115
TABLE 63 ASIA PACIFIC: DATA HISTORIAN MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION) 115
TABLE 64 ASIA PACIFIC: DATA HISTORIAN MARKET SIZE, BY ORGANIZATION SIZE, 2016–2019 (USD MILLION) 116
TABLE 65 ASIA PACIFIC: DATA HISTORIAN MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 116
TABLE 66 ASIA PACIFIC: DATA HISTORIAN MARKET SIZE, BY END USER,
2016–2019 (USD MILLION) 116
TABLE 67 ASIA PACIFIC: DATA HISTORIAN MARKET SIZE, BY END USER,
2019–2025 (USD MILLION) 117
TABLE 68 ASIA PACIFIC: DATA HISTORIAN MARKET SIZE, BY COUNTRY,
2016–2019 (USD MILLION) 117
TABLE 69 ASIA PACIFIC: DATA HISTORIAN MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 118
11.4.3 CHINA 118
11.4.4 JAPAN 118
11.4.5 ANZ 118
11.4.6 REST OF ASIA PACIFIC 118
11.5 MIDDLE EAST AND AFRICA 119
11.5.1 MIDDLE EAST AND AFRICA: DATA HISTORIAN MARKET DRIVERS 119
11.5.2 MIDDLE EAST AND AFRICA: COVID-19 IMPACT 119
TABLE 70 MIDDLE EAST AND AFRICA: DATA HISTORIAN MARKET SIZE, BY COMPONENT, 2016–2019 (USD MILLION) 120
TABLE 71 MIDDLE EAST AND AFRICA: DATA HISTORIAN MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION) 120
TABLE 72 MIDDLE EAST AND AFRICA: DATA HISTORIAN MARKET SIZE, BY SERVICE, 2016–2019 (USD MILLION) 120
TABLE 73 MIDDLE EAST AND AFRICA: DATA HISTORIAN MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION) 121
TABLE 74 MIDDLE EAST AND AFRICA: DATA HISTORIAN MARKET SIZE,
BY PROFESSIONAL SERVICE, 2016–2019 (USD MILLION) 121
TABLE 75 MIDDLE EAST AND AFRICA: DATA HISTORIAN MARKET SIZE,
BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION) 121
TABLE 76 MIDDLE EAST AND AFRICA: DATA HISTORIAN MARKET SIZE, BY APPLICATION, 2016–2019 (USD MILLION) 122
TABLE 77 MIDDLE EAST AND AFRICA: DATA HISTORIAN MARKET SIZE, BY APPLICATION, 2019–2025 (USD MILLION) 122
TABLE 78 MIDDLE EAST AND AFRICA: DATA HISTORIAN MARKET SIZE, BY DEPLOYMENT MODE, 2016–2019 (USD MILLION) 123
TABLE 79 MIDDLE EAST AND AFRICA: DATA HISTORIAN MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION) 123
TABLE 80 MIDDLE EAST AND AFRICA: DATA HISTORIAN MARKET SIZE,
BY ORGANIZATION SIZE, 2016–2019 (USD MILLION) 123
TABLE 81 MIDDLE EAST AND AFRICA: DATA HISTORIAN MARKET SIZE,
BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 124
TABLE 82 MIDDLE EAST AND AFRICA: DATA HISTORIAN MARKET SIZE, BY END USER, 2016–2019 (USD MILLION) 124
TABLE 83 MIDDLE EAST AND AFRICA: DATA HISTORIAN MARKET SIZE, BY END USER, 2019–2025 (USD MILLION) 125
TABLE 84 MIDDLE EAST AND AFRICA: DATA HISTORIAN MARKET SIZE, BY COUNTRY, 2016–2019 (USD MILLION) 125
TABLE 85 MIDDLE EAST AND AFRICA: DATA HISTORIAN MARKET SIZE, BY COUNTRY, 2020–2025 (USD MILLION) 125
11.5.3 MIDDLE EAST 126
11.5.4 AFRICA 126
11.6 LATIN AMERICA 127
11.6.1 LATIN AMERICA: DATA HISTORIAN MARKET DRIVERS 127
11.6.2 LATIN AMERICA: COVID-19 IMPACT 127
TABLE 86 LATIN AMERICA: DATA HISTORIAN MARKET SIZE, BY COMPONENT,
2016–2019 (USD MILLION) 128
TABLE 87 LATIN AMERICA: DATA HISTORIAN MARKET SIZE, BY COMPONENT,
2019–2025 (USD MILLION) 128
TABLE 88 LATIN AMERICA: DATA HISTORIAN MARKET SIZE, BY SERVICE,
2016–2019 (USD MILLION) 128
TABLE 89 LATIN AMERICA: DATA HISTORIAN MARKET SIZE, BY SERVICE,
2019–2025 (USD MILLION) 129
TABLE 90 LATIN AMERICA: DATA HISTORIAN MARKET SIZE, BY PROFESSIONAL SERVICE, 2016–2019 (USD MILLION) 129
TABLE 91 LATIN AMERICA: DATA HISTORIAN MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION) 129
TABLE 92 LATIN AMERICA: DATA HISTORIAN MARKET SIZE, BY APPLICATION,
2016–2019 (USD MILLION) 130
TABLE 93 LATIN AMERICA: DATA HISTORIAN MARKET SIZE, BY APPLICATION,
2019–2025 (USD MILLION) 130
TABLE 94 LATIN AMERICA: DATA HISTORIAN MARKET SIZE, BY DEPLOYMENT MODE, 2016–2019 (USD MILLION) 131
TABLE 95 LATIN AMERICA: DATA HISTORIAN MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION) 131
TABLE 96 LATIN AMERICA: DATA HISTORIAN MARKET SIZE, BY ORGANIZATION SIZE, 2016–2019 (USD MILLION) 131
TABLE 97 LATIN AMERICA: DATA HISTORIAN MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION) 132
TABLE 98 LATIN AMERICA: DATA HISTORIAN MARKET SIZE, BY END USER,
2016–2019 (USD MILLION) 132
TABLE 99 LATIN AMERICA: DATA HISTORIAN MARKET SIZE, BY END USER,
2019–2025 (USD MILLION) 133
TABLE 100 LATIN AMERICA: DATA HISTORIAN MARKET SIZE, BY COUNTRY,
2016–2019 (USD MILLION) 133
TABLE 101 LATIN AMERICA: DATA HISTORIAN MARKET SIZE, BY COUNTRY,
2019–2025 (USD MILLION) 133
11.6.2.1 Brazil 134
11.6.2.2 Mexico 134
11.6.2.3 Rest of Latin America 134

12 COMPETITIVE LANDSCAPE 135
12.1 OVERVIEW 135
12.2 MARKET EVALUATION FRAMEWORK 135
FIGURE 38 MARKET EVALUATION FRAMEWORK 135
12.3 MARKET SHARE, 2020 136
FIGURE 39 ABB LED DATA HISTORIAN MARKET IN 2020 136
12.4 KEY MARKET DEVELOPMENTS 137
12.4.1 NEW PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS 137
TABLE 102 NEW PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS, 2018–2020 137
12.4.2 BUSINESS EXPANSIONS 138
TABLE 103 BUSINESS EXPANSIONS, 2018–2020 138
12.4.3 MERGERS AND ACQUISITIONS 139
TABLE 104 MERGERS AND ACQUISITIONS, 2018–2020 139
12.4.4 PARTNERSHIPS, AGREEMENTS, AND COLLABORATIONS 140
TABLE 105 PARTNERSHIPS, AGREEMENTS, AND COLLABORATIONS, 2019–2020 140
12.5 COMPANY EVALUATION MATRIX, 2020 142
12.5.1 STAR 142
12.5.2 EMERGING LEADER 142
12.5.3 PERVASIVE 143
12.5.4 PARTICIPANT 143
FIGURE 40 DATA HISTORIAN MARKET (GLOBAL), COMPANY EVALUATION MATRIX, 2020 143

13 COMPANY PROFILES 144
13.1 INTRODUCTION 144
(Business and Financial Overview, Solutions and Service Offered, Recent Developments, SWOT Analysis, and MNM View)*
13.2 ABB 144
FIGURE 41 ABB: COMPANY SNAPSHOT 145
FIGURE 42 ABB: SWOT ANALYSIS 147
13.3 IBM 148
FIGURE 43 IBM: COMPANY SNAPSHOT 148
FIGURE 44 IBM: SWOT ANALYSIS 151
13.4 HONEYWELL 152
FIGURE 45 HONEYWELL: COMPANY SNAPSHOT 152
FIGURE 46 HONEYWELL: SWOT ANALYSIS 154
13.5 SIEMENS 156
FIGURE 47 SIEMENS: COMPANY SNAPSHOT 156
FIGURE 48 SIEMENS: SWOT ANALYSIS 159
13.6 AVEVA 161
FIGURE 49 AVEVA: COMPANY SNAPSHOT 161
FIGURE 50 AVEVA: SWOT ANALYSIS 163
13.7 GE 165
FIGURE 51 GE: COMPANY SNAPSHOT 165
FIGURE 52 GE: SWOT ANALYSIS 168
13.8 YOKOGAWA 169
FIGURE 53 YOKOGAWA: COMPANY SNAPSHOT 169
FIGURE 54 YOKOGAWA: SWOT ANALYSIS 171
13.9 ASPEN TECHNOLOGY 172
FIGURE 55 ASPEN TECHNOLOGY: COMPANY SNAPSHOT 172
13.10 EMERSON 175
FIGURE 56 EMERSON: COMPANY SNAPSHOT 175
13.11 ROCKWELL AUTOMATION 177
FIGURE 57 ROCKWELL AUTOMATION: COMPANY SNAPSHOT 177
13.12 PTC 179
FIGURE 58 PTC: COMPANY SNAPSHOT 179
13.13 AUTOMSOFT 181
13.14 ICONICS 182
13.15 OSISOFT 184
13.16 CANARY LABS 187
13.17 COPA-DATA 188
13.18 INDUCTIVE AUTOMATION 189
13.19 INDUSTRIAL VIDEO & CONTROL 190
13.20 INFLUXDATA 191
13.21 KX SYSTEMS 194
13.22 LIVEDATA UTILITIES 195
13.23 OPEN AUTOMATION SOFTWARE 197
13.24 PROGEA 198
13.25 SAVIGENT SOFTWARE 200
13.26 SORBA 201
*Details on Business and Financial Overview, Solutions and Service Offered, Recent Developments, SWOT Analysis, and MNM View might not be captured in case of unlisted companies.

14 APPENDIX 202
14.1 ADJACENT AND RELATED MARKETS 202
14.1.1 INTRODUCTION 202
14.1.2 IOT DATA MANAGEMENT MARKET– GLOBAL FORECAST TO 2022 202
14.1.2.1 Market definition 202
14.1.2.2 IoT Data Management Market, By Component 202
TABLE 106 IOT DATA MANAGEMENT MARKET SIZE, BY COMPONENT,
2015–2022 (USD MILLION) 202
14.1.2.3 IoT Data Management Market, By Solution 203
TABLE 107 IOT DATA MANAGEMENT MARKET SIZE, BY SOLUTION,
2015–2022 (USD MILLION) 203
14.1.2.4 IoT Data Management Market, by Service 203
TABLE 108 IOT DATA MANAGEMENT MARKET SIZE, BY SERVICE,
2015–2022 (USD MILLION) 204
14.1.2.5 IoT Data Management Market, by Deployment Type 204
TABLE 109 IOT DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT TYPE,
2015–2022 (USD MILLION) 204
14.1.2.6 IoT Data Management Market, by Organization Size 204
TABLE 110 IOT DATA MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE,
2015–2022 (USD MILLION) 205
14.1.2.7 IoT Data Management Market, by Application Area 205
TABLE 111 IOT DATA MANAGEMENT MARKET SIZE, BY APPLICATION AREA,
2015–2022 (USD MILLION) 205
14.1.2.8 IoT Data Management Market, by Region 206
TABLE 112 IOT DATA MANAGEMENT MARKET SIZE, BY REGION,
2015–2022 (USD MILLION) 206
14.1.2.8.1 North America 206
TABLE 113 NORTH AMERICA: IOT DATA MANAGEMENT MARKET SIZE, BY COMPONENT, 2015–2022 (USD MILLION) 206
TABLE 114 NORTH AMERICA: IOT DATA MANAGEMENT MARKET SIZE, BY SOLUTION, 2015–2022 (USD MILLION) 207
TABLE 115 NORTH AMERICA: IOT DATA MANAGEMENT MARKET SIZE, BY SERVICE, 2015–2022 (USD MILLION) 207
TABLE 116 NORTH AMERICA: IOT DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT TYPE, 2015–2022 (USD MILLION) 207
TABLE 117 NORTH AMERICA: IOT DATA MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2015–2022 (USD MILLION) 208
TABLE 118 NORTH AMERICA: IOT DATA MANAGEMENT MARKET SIZE, BY APPLICATION AREA, 2015–2022 (USD MILLION) 208
14.1.2.8.2 Europe 208
TABLE 119 EUROPE: IOT DATA MANAGEMENT MARKET SIZE, BY COMPONENT,
2015–2022 (USD MILLION) 209
TABLE 120 EUROPE: IOT DATA MANAGEMENT MARKET SIZE, BY SOLUTION,
2015–2022 (USD MILLION) 209
TABLE 121 EUROPE: IOT DATA MANAGEMENT MARKET SIZE, BY SERVICE,
2015–2022 (USD MILLION) 209
TABLE 122 EUROPE: IOT DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT TYPE, 2015–2022 (USD MILLION) 210
TABLE 123 EUROPE: IOT DATA MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2015–2022 (USD MILLION) 210
TABLE 124 EUROPE: IOT DATA MANAGEMENT MARKET SIZE, BY APPLICATION AREA, 2015–2022 (USD MILLION) 210
14.1.2.8.3 Asia Pacific 211
TABLE 125 ASIA PACIFIC: IOT DATA MANAGEMENT MARKET SIZE, BY COMPONENT, 2015–2022 (USD MILLION) 211
TABLE 126 ASIA PACIFIC: IOT DATA MANAGEMENT MARKET SIZE, BY SOLUTION,
2015–2022 (USD MILLION) 211
TABLE 127 ASIA PACIFIC: IOT DATA MANAGEMENT MARKET SIZE, BY SERVICE,
2015–2022 (USD MILLION) 212
TABLE 128 ASIA PACIFIC: IOT DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT TYPE, 2015–2022 (USD MILLION) 212
TABLE 129 ASIA PACIFIC: IOT DATA MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2015–2022 (USD MILLION) 212
TABLE 130 ASIA PACIFIC: IOT DATA MANAGEMENT MARKET SIZE, BY APPLICATION AREA, 2015–2022 (USD MILLION) 213
14.1.2.8.4 Middle East and Africa 213
TABLE 131 MIDDLE EAST AND AFRICA: IOT DATA MANAGEMENT MARKET SIZE,
BY COMPONENT, 2015–2022 (USD MILLION) 213
TABLE 132 MIDDLE EAST AND AFRICA: IOT DATA MANAGEMENT MARKET SIZE,
BY SOLUTION, 2015–2022 (USD MILLION) 214
TABLE 133 MIDDLE EAST AND AFRICA: IOT DATA MANAGEMENT MARKET SIZE,
BY SERVICE, 2015–2022 (USD MILLION) 214
TABLE 134 MIDDLE EAST AND AFRICA: IOT DATA MANAGEMENT MARKET SIZE,
BY DEPLOYMENT TYPE, 2015–2022 (USD MILLION) 214
TABLE 135 MIDDLE EAST AND AFRICA: IOT DATA MANAGEMENT MARKET SIZE,
BY ORGANIZATION SIZE, 2015–2022 (USD MILLION) 215
TABLE 136 MIDDLE EAST AND AFRICA: IOT DATA MANAGEMENT MARKET SIZE,
BY APPLICATION AREA, 2015–2022 (USD MILLION) 215
14.1.2.8.5 Latin America 215
TABLE 137 LATIN AMERICA: IOT DATA MANAGEMENT MARKET SIZE, BY COMPONENT, 2015–2022 (USD MILLION) 216
TABLE 138 LATIN AMERICA: IOT DATA MANAGEMENT MARKET SIZE, BY SOLUTION, 2015–2022 (USD MILLION) 216
TABLE 139 LATIN AMERICA: IOT DATA MANAGEMENT MARKET SIZE, BY SERVICE,
2015–2022 (USD MILLION) 216
TABLE 140 LATIN AMERICA: IOT DATA MANAGEMENT MARKET SIZE, BY DEPLOYMENT TYPE, 2015–2022 (USD MILLION) 217
TABLE 141 LATIN AMERICA: IOT DATA MANAGEMENT MARKET SIZE, BY ORGANIZATION SIZE, 2015–2022 (USD MILLION) 217
TABLE 142 LATIN AMERICA: IOT DATA MANAGEMENT MARKET SIZE, BY APPLICATION AREA, 2015–2022 (USD MILLION) 217
14.1.3 IOT IN MANUFACTURING MARKET– GLOBAL FORECAST TO 2022 218
14.1.3.1 Market definition 218
14.1.3.2 Market overview 218
14.1.3.3 IoT in Manufacturing Market, By Component 218
TABLE 143 IOT IN MANUFACTURING MARKET SIZE, BY ASSET TYPE, USD MILLION, 2015–2022 (USD MILLION) 218
14.1.3.4 IoT in Manufacturing Market, By Solution 218
TABLE 144 IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION,
2015–2022 (USD MILLION) 219
14.1.3.5 IoT in Manufacturing Market, By Platform 219
TABLE 145 IOT IN MANUFACTURING MARKET SIZE, BY PLATFORM,
2015–2022 (USD MILLION) 219
14.1.3.6 IoT in Manufacturing Market, By Service 219
TABLE 146 IOT IN MANUFACTURING MARKET SIZE, BY SERVICE,
2015–2022 (USD MILLION) 220
TABLE 147 MANAGED SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY TYPE, 2015–2022 (USD MILLION) 220
TABLE 148 PROFESSIONAL SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY TYPE, 2015–2022 (USD MILLION) 220
14.1.3.7 IoT in Manufacturing Market, By Application 220
TABLE 149 IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION,
2015–2022 (USD MILLION) 221
14.1.3.8 IoT in Manufacturing Market, By Vertical 221
TABLE 150 IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL,
2015–2022 (USD MILLION) 221
14.1.3.9 IoT in Manufacturing Market, By Region 222
TABLE 151 IOT IN MANUFACTURING MARKET SIZE, BY REGION,
2015–2022 (USD MILLION) 222
14.1.3.9.1 North America 222
TABLE 152 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT, 2015–2022 (USD MILLION) 223
TABLE 153 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION, 2015–2022 (USD MILLION) 223
TABLE 154 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY PLATFORM, 2015–2022 (USD MILLION) 223
TABLE 155 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY SERVICE, 2015–2022 (USD MILLION) 224
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