Data Analytics Market Research Report - Global Forecast till 2030

データ分析市場調査レポート:タイプ別情報(予測分析、規範的分析、記述的分析、顧客分析など)、ソリューション(データ管理、不正およびセキュリティインテリジェンス、データマイニング、データモニタリング)、アプリケーション(エンタープライズリソースプランニング、サプライチェーン管理、人的資源管理、データベース管理など)、展開(クラウドおよびオンプレミス)、組織規模(大企業および中小企業)、機能(マーケティング分析、販売分析、運用分析、会計および財務)分析、HR分析、およびその他)、垂直(BFSI、ITおよびテレコム、製造、小売およびeコマース、エネルギーおよび電力、ヘルスケア、輸送およびロジスティクス、メディアおよびエンターテインメント、およびその他)、および地域(北米、ヨーロッパ、アジア-太平洋、中東およびアフリカ、南アメリカ)-2030年までの予測

ID: MRFR/ICT/1157-CR | November 2020 | Region: Global | 175 Pages         

1 EXECUTIVE SUMMARY

1.1 MARKET ATTRACTIVENESS ANALYSIS 27

2 MARKET INTRODUCTION

2.1 DEFINITION 28

2.2 SCOPE OF THE STUDY 28

2.3 RESEARCH OBJECTIVE 28

2.4 MARKET STRUCTURE 29

3 RESEARCH METHODOLOGY

4 MARKET DYNAMICS

4.1 INTRODUCTION 37

4.2 DRIVERS 38

4.2.1 INCREASING AMOUNT OF DATA 38

4.2.2 NEED FOR REDUCING THE PROCESSING TIME 38

4.3 RESTRAINT 39

4.3.1 LACK OF AWARENESS 39

4.3.2 TECHNOLOGICAL COMPLEXITY 39

4.4 OPPORTUNITY 40

4.4.1 ADVENT OF MACHINE LEARNING AND AI 40

4.5 IMPACT OF COVID-19 41

4.5.1 INDUSTRY PLAYERS CONTRIBUTING TO GAINING HEALTH INSIGHTS THROUGH DATA ANALYSIS 41

4.5.2 CATERING DEMAND FROM EDUCATION INDUSTRY 41

4.5.3 HELPING GOVERNING BODIES THROUGH REAL-TIME DATA INSIGHTS 42

5 MARKET FACTOR ANALYSIS

5.1 VALUE CHAIN ANALYSIS 43

5.1.1 SOFTWARE PROVIDERS 43

5.1.2 TECHNOLOGY INTEGRATORS 43

5.1.3 END USERS 44

5.2 PORTER’S FIVE FORCES MODEL 44

5.2.1 THREAT OF NEW ENTRANTS 45

5.2.2 BARGAINING POWER OF SUPPLIERS 45

5.2.3 THREAT OF SUBSTITUTES 45

5.2.4 BARGAINING POWER OF BUYERS 45

5.2.5 INTENSITY OF RIVALRY 45

6 GLOBAL DATA ANALYTICS MARKET, BY TYPE

6.1 OVERVIEW 46

6.2 PREDICTIVE ANALYTICS 46

6.3 PRESCRIPTIVE ANALYTICS 46

6.4 DESCRIPTIVE ANALYTICS 46

6.5 CUSTOMER ANALYTICS 46

6.5.1 GLOBAL DATA ANALYTICS MARKET, BY TYPE, 2020–2027 (USD MILLION) 48

7 GLOBAL DATA ANALYTICS MARKET, BY SOLUTION

7.1 OVERVIEW 49

7.2 DATA MANAGEMENT 49

7.3 FRAUD & SECURITY INTELLIGENCE 49

7.4 DATA MINING 49

7.5 DATA MONITORING 49

7.5.1 GLOBAL DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 51

8 GLOBAL DATA ANALYTICS MARKET, BY APPLICATION

8.1 INTRODUCTION 52

8.2 ENTERPRISE RESOURCE PLANNING 52

8.3 SUPPLY CHAIN MANAGEMENT 52

8.4 HUMAN RESOURCE MANAGEMENT 52

8.5 DATABASE MANAGEMENT 52

8.6 OTHERS 53

8.6.1 GLOBAL DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 54

9 GLOBAL DATA ANALYTICS MARKET, BY DEPLOYMENT

9.1 INTRODUCTION 55

9.2 CLOUD 55

9.3 ON-PREMISES 55

9.3.1 GLOBAL DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 56

10 GLOBAL DATA ANALYTICS MARKET, BY ORGANIZATION SIZE

10.1 INTRODUCTION 57

10.2 SMALL & MEDIUM ENTERPRISESS (SMES) 57

10.3 LARGE ENTERPRISESS 57

10.3.1 GLOBAL DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 58

11 GLOBAL DATA ANALYTICS MARKET, BY FUNCTION

11.1 INTRODUCTION 59

11.2 MARKETING ANALYTICS 59

11.3 SALES ANALYTICS 59

11.4 OPERATIONAL ANALYTICS 59

11.5 ACCOUNTING AND FINANCE ANALYTICS 59

11.6 HR ANALYTICS 59

11.6.1 GLOBAL DATA ANALYTICS MARKET, BY FUNCTION, 2020–2027 (USD MILLION) 61

11.6.2 GLOBAL DATA ANALYTICS MARKET, MARKETING ANALYTICS BY COMPONENT, 2020–2027 (USD MILLION) 61

11.6.3 GLOBAL DATA ANALYTICS MARKET, SALES ANALYTICS BY COMPONENT, 2020–2027 (USD MILLION) 61

11.6.4 GLOBAL DATA ANALYTICS MARKET, HR ANALYTICS BY COMPONENT, 2020–2027 (USD MILLION) 62

11.6.5 GLOBAL DATA ANALYTICS MARKET, ACCOUNTING & FINANCE ANALYTICS BY COMPONENT, 2020–2027 (USD MILLION) 62

11.6.6 GLOBAL DATA ANALYTICS MARKET, OPERATIONAL ANALYTICS BY COMPONENT, 2020–2027 (USD MILLION) 62

11.6.7 GLOBAL DATA ANALYTICS MARKET, OTHER ANALYTICS BY COMPONENT, 2020–2027 (USD MILLION) 63

12 GLOBAL DATA ANALYTICS MARKET, BY VERTICAL

12.1 INTRODUCTION 64

12.2 BFSI 64

12.3 IT & TELECOM 64

12.4 MANUFACTURING 64

12.4.1 PROCESS MANUFACTURING 64

12.4.1.1 CHEMICALS 64

12.4.1.2 FOOD & BEVERAGE 64

12.4.1.3 OTHERS 64

12.4.2 DISCRETE MANUFACTURING 65

12.4.2.1 AUTOMOTIVE & AEROSPACE 65

12.4.2.2 MEDICAL DEVICES 65

12.4.2.3 OTHERS 65

12.5 RETAIL & ECOMMERCE 65

12.6 ENERGY & POWER 65

12.7 HEALTHCARE 65

12.8 TRANSPORT & LOGISTICS 65

12.9 MEDIA & ENTERTAINMENT 66

12.10 OTHERS 66

12.10.1 GLOBAL DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 67

12.10.2 GLOBAL DATA ANALYTICS MARKET, BFSI BY COMPONENT, 2020–2027 (USD MILLION) 68

12.10.3 GLOBAL DATA ANALYTICS MARKET, BFSI BY FUNCTION, 2020–2027 (USD MILLION) 68

12.10.4 GLOBAL DATA ANALYTICS MARKET, IT & TELECOM BY COMPONENT, 2020–2027 (USD MILLION) 69

12.10.5 GLOBAL DATA ANALYTICS MARKET, IT & TELECOM BY FUNCTION, 2020–2027 (USD MILLION) 69

12.10.6 GLOBAL DATA ANALYTICS MARKET, MANUFACTURING BY COMPONENT, 2020–2027 (USD MILLION) 70

12.10.7 GLOBAL DATA ANALYTICS MARKET, MANUFACTURING BY FUNCTION, 2020–2027 (USD MILLION) 70

12.10.8 GLOBAL DATA ANALYTICS MARKET, RETAIL & ECOMMERCE BY COMPONENT, 2020–2027 (USD MILLION) 71

12.10.9 GLOBAL DATA ANALYTICS MARKET, RETAIL & ECOMMERCE BY FUNCTION, 2020–2027 (USD MILLION) 71

12.10.10 GLOBAL DATA ANALYTICS MARKET, ENERGY & POWER BY COMPONENT, 2020–2027 (USD MILLION) 72

12.10.11 GLOBAL DATA ANALYTICS MARKET, ENERGY & POWER BY FUNCTION, 2020–2027 (USD MILLION) 72

12.10.12 GLOBAL DATA ANALYTICS MARKET, HEALTHCARE BY COMPONENT, 2020–2027 (USD MILLION) 72

12.10.13 GLOBAL DATA ANALYTICS MARKET, HEALTHCARE BY FUNCTION, 2020–2027 (USD MILLION) 73

12.10.14 GLOBAL DATA ANALYTICS MARKET, TRANSPORT & LOGISTICS BY COMPONENT, 2020–2027 (USD MILLION) 73

12.10.15 GLOBAL DATA ANALYTICS MARKET, TRANSPORT & LOGISTICS BY FUNCTION, 2020–2027 (USD MILLION) 74

12.10.16 GLOBAL DATA ANALYTICS MARKET, MEDIA & ENTERTAINMENT BY COMPONENT, 2020–2027 (USD MILLION) 74

12.10.17 GLOBAL DATA ANALYTICS MARKET, MEDIA & ENTERTAINMENT BY FUNCTION, 2020–2027 (USD MILLION) 75

12.10.18 GLOBAL DATA ANALYTICS MARKET, OTHER VERTICALS BY COMPONENT, 2020–2027 (USD MILLION) 75

12.10.19 GLOBAL DATA ANALYTICS MARKET, OTHER VERTICALS BY FUNCTION, 2020–2027 (USD MILLION) 76

13 GLOBAL DATA ANALYTICS MARKET, BY REGION

13.1 OVERVIEW 77

13.1.1 GLOBAL DATA ANALYTICS MARKET, BY REGION, 2020–2027 (USD MILLION) 78

13.2 NORTH AMERICA 79

13.2.1 NORTH AMERICA DATA ANALYTICS MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 81

13.2.2 NORTH AMERICA DATA ANALYTICS MARKET, BY TYPE, 2020–2027 (USD MILLION) 81

13.2.3 NORTH AMERICA DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 81

13.2.4 NORTH AMERICA DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 82

13.2.5 NORTH AMERICA DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 82

13.2.6 NORTH AMERICA DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 82

13.2.7 NORTH AMERICA DATA ANALYTICS MARKET, BY FUNCTION, 2020–2027 (USD MILLION) 83

13.2.8 NORTH AMERICA DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 83

13.2.9 NORTH AMERICA DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 84

13.2.10 NORTH AMERICA DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 84

13.2.11 NORTH AMERICA DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 84

13.2.12 US 85

13.2.12.1 US DATA ANALYTICS MARKET, BY TYPE, 2020–2027 (USD MILLION) 85

13.2.12.2 US DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 85

13.2.12.3 US DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 86

13.2.12.4 US DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 86

13.2.12.5 US DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 86

13.2.12.6 US DATA ANALYTICS MARKET, BY FUNCTION, 2020–2027 (USD MILLION) 87

13.2.12.7 US DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 87

13.2.12.8 US DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 88

13.2.12.9 US DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 88

13.2.12.10 US DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 88

13.2.13 CANADA 89

13.2.13.1 CANADA DATA ANALYTICS MARKET, BY TYPE, 2020–2027 (USD MILLION) 89

13.2.13.2 CANADA DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 89

13.2.13.3 CANADA DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 90

13.2.13.4 CANADA DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 90

13.2.13.5 CANADA DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 90

13.2.13.6 CANADA DATA ANALYTICS MARKET, BY FUNCTION, 2020–2027 (USD MILLION) 91

13.2.13.7 CANADA DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 91

13.2.13.8 CANADA DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 92

13.2.13.9 CANADA DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 92

13.2.13.10 CANADA DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 92

13.2.14 MEXICO 93

13.2.14.1 MEXICO DATA ANALYTICS MARKET, BY TYPE, 2020–2027 (USD MILLION) 93

13.2.14.2 MEXICO DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 93

13.2.14.3 MEXICO DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 94

13.2.14.4 MEXICO DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 94

13.2.14.5 MEXICO DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 94

13.2.14.6 MEXICO DATA ANALYTICS MARKET, BY FUNCTION, 2020–2027 (USD MILLION) 95

13.2.14.7 MEXICO DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 95

13.2.14.8 MEXICO DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 96

13.2.14.9 MEXICO DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 96

13.2.14.10 MEXICO DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 96

13.3 EUROPE 97

13.3.1 EUROPE DATA ANALYTICS MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 99

13.3.2 EUROPE DATA ANALYTICS MARKET, BY TYPE, 2020–2027 (USD MILLION) 99

13.3.3 EUROPE DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 100

13.3.4 EUROPE DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 100

13.3.5 EUROPE DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 101

13.3.6 EUROPE DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 101

13.3.7 EUROPE DATA ANALYTICS MARKET, BY FUNCTION, 2020–2027 (USD MILLION) 101

13.3.8 EUROPE DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 102

13.3.9 EUROPE DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 102

13.3.10 EUROPE DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 103

13.3.11 EUROPE DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 103

13.3.12 UK 103

13.3.12.1 UK DATA ANALYTICS MARKET, BY TYPE, 2020–2027 (USD MILLION) 103

13.3.12.2 UK DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 104

13.3.12.3 UK DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 104

13.3.12.4 UK DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 105

13.3.12.5 UK DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 105

13.3.12.6 UK DATA ANALYTICS MARKET, BY FUNCTION, 2020–2027 (USD MILLION) 105

13.3.12.7 UK DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 106

13.3.12.8 UK DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 106

13.3.12.9 UK DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 106

13.3.12.10 UK DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 107

13.3.13 GERMANY 107

13.3.13.1 GERMANY DATA ANALYTICS MARKET, BY TYPE, 2020–2027 (USD MILLION) 107

13.3.13.2 GERMANY DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 107

13.3.13.3 GERMANY DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 108

13.3.13.4 GERMANY DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 108

13.3.13.5 GERMANY DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 109

13.3.13.6 GERMANY DATA ANALYTICS MARKET, BY FUNCTION, 2020–2027 (USD MILLION) 109

13.3.13.7 GERMANY DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 110

13.3.13.8 GERMANY DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 110

13.3.13.9 GERMANY DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 111

13.3.13.10 GERMANY DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 111

13.3.14 FRANCE 111

13.3.14.1 FRANCE DATA ANALYTICS MARKET, BY TYPE, 2020–2027 (USD MILLION) 111

13.3.14.2 FRANCE DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 112

13.3.14.3 FRANCE DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 112

13.3.14.4 FRANCE DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 112

13.3.14.5 FRANCE DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 113

13.3.14.6 FRANCE DATA ANALYTICS MARKET, BY FUNCTION, 2020–2027 (USD MILLION) 113

13.3.14.7 FRANCE DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 114

13.3.14.8 FRANCE DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 114

13.3.14.9 FRANCE DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 115

13.3.14.10 FRANCE DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 115

13.3.15 ITALY 115

13.3.15.1 ITALY DATA ANALYTICS MARKET, BY TYPE, 2020–2027 (USD MILLION) 115

13.3.15.2 ITALY DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 116

13.3.15.3 ITALY DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 116

13.3.15.4 ITALY DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 116

13.3.15.5 ITALY DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 117

13.3.15.6 ITALY DATA ANALYTICS MARKET, BY FUNCTION, 2020–2027 (USD MILLION) 117

13.3.15.7 ITALY DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 118

13.3.15.8 ITALY DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 118

13.3.15.9 ITALY DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 119

13.3.15.10 ITALY DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 119

13.3.16 REST OF EUROPE 119

13.3.16.1 REST OF EUROPE DATA ANALYTICS MARKET, BY TYPE, 2020–2027 (USD MILLION) 119

13.3.16.2 REST OF EUROPE DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 120

13.3.16.3 REST OF EUROPE DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 120

13.3.16.4 REST OF EUROPE DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 120

13.3.16.5 REST OF EUROPE DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 121

13.3.16.6 REST OF EUROPE DATA ANALYTICS MARKET, BY FUNCTION, 2020–2027 (USD MILLION) 121

13.3.16.7 REST OF EUROPE DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 122

13.3.16.8 REST OF EUROPE DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 122

13.3.16.9 REST OF EUROPE DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 123

13.3.16.10 REST OF EUROPE DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 123

13.4 ASIA-PACIFIC 124

13.4.1 ASIA-PACIFIC DATA ANALYTICS MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 126

13.4.2 ASIA-PACIFIC DATA ANALYTICS MARKET, BY TYPE, 2020–2027 (USD MILLION) 126

13.4.3 ASIA-PACIFIC DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 127

13.4.4 ASIA-PACIFIC DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 127

13.4.5 ASIA-PACIFIC DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 127

13.4.6 ASIA-PACIFIC DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 128

13.4.7 ASIA-PACIFIC DATA ANALYTICS MARKET, BY FUNCTION, 2020–2027 (USD MILLION) 128

13.4.8 ASIA-PACIFIC DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 129

13.4.9 ASIA-PACIFIC DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 129

13.4.10 ASIA-PACIFIC DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 130

13.4.11 ASIA-PACIFIC DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 130

13.4.12 CHINA 130

13.4.12.1 CHINA DATA ANALYTICS MARKET, BY TYPE, 2020–2027 (USD MILLION) 130

13.4.12.2 CHINA DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 131

13.4.12.3 CHINA DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 131

13.4.12.4 CHINA DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 131

13.4.12.5 CHINA DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 132

13.4.12.6 CHINA DATA ANALYTICS MARKET, BY FUNCTION, 2020–2027 (USD MILLION) 132

13.4.12.7 CHINA DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 133

13.4.12.8 CHINA DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 133

13.4.12.9 CHINA DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 134

13.4.12.10 CHINA DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 134

13.4.13 INDIA 134

13.4.13.1 INDIA DATA ANALYTICS MARKET, BY TYPE, 2020–2027 (USD MILLION) 134

13.4.13.2 INDIA DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 135

13.4.13.3 INDIA DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 135

13.4.13.4 INDIA DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 135

13.4.13.5 INDIA DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 136

13.4.13.6 INDIA DATA ANALYTICS MARKET, BY FUNCTION, 2020–2027 (USD MILLION) 136

13.4.13.7 INDIA DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 137

13.4.13.8 INDIA DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 137

13.4.13.9 INDIA DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 138

13.4.13.10 INDIA DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 138

13.4.14 JAPAN 138

13.4.14.1 JAPAN DATA ANALYTICS MARKET, BY TYPE, 2020–2027 (USD MILLION) 138

13.4.14.2 JAPAN DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 139

13.4.14.3 JAPAN DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 139

13.4.14.4 JAPAN DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 139

13.4.14.5 JAPAN DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 140

13.4.14.6 JAPAN DATA ANALYTICS MARKET, BY FUNCTION, 2020–2027 (USD MILLION) 140

13.4.14.7 JAPAN DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 141

13.4.14.8 JAPAN DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 141

13.4.14.9 JAPAN DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 142

13.4.14.10 JAPAN DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 142

13.4.15 SOUTH KOREA 142

13.4.15.1 SOUTH KOREA DATA ANALYTICS MARKET, BY TYPE, 2020–2027 (USD MILLION) 142

13.4.15.2 SOUTH KOREA DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 143

13.4.15.3 SOUTH KOREA DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 143

13.4.15.4 SOUTH KOREA DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 144

13.4.15.5 SOUTH KOREA DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 144

13.4.15.6 SOUTH KOREA DATA ANALYTICS MARKET, BY FUNCTION, 2020–2027 (USD MILLION) 144

13.4.15.7 SOUTH KOREA DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 145

13.4.15.8 SOUTH KOREA DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 145

13.4.15.9 SOUTH KOREA DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 146

13.4.15.10 SOUTH KOREA DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 146

13.4.16 REST OF ASIA-PACIFIC 146

13.4.16.1 REST OF ASIA-PACIFIC DATA ANALYTICS MARKET, BY TYPE, 2020–2027 (USD MILLION) 146

13.4.16.2 REST OF ASIA-PACIFIC DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 147

13.4.16.3 REST OF ASIA-PACIFIC DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 147

13.4.16.4 REST OF ASIA-PACIFIC DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 148

13.4.16.5 REST OF ASIA-PACIFIC DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 148

13.4.16.6 REST OF ASIA-PACIFIC DATA ANALYTICS MARKET, BY FUNCTION, 2020–2027 (USD MILLION) 148

13.4.16.7 REST OF ASIA-PACIFIC DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 149

13.4.16.8 REST OF ASIA-PACIFIC DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 149

13.4.16.9 REST OF ASIA-PACIFIC DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 150

13.4.16.10 REST OF ASIA-PACIFIC DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 150

13.5 REST OF THE WORLD 151

13.5.1 REST OF THE WORLD DATA ANALYTICS MARKET, BY COUNTRY, 2020–2027 (USD MILLION) 153

13.5.2 REST OF THE WORLD DATA ANALYTICS MARKET, BY TYPE, 2020–2027 (USD MILLION) 153

13.5.3 REST OF THE WORLD DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 154

13.5.4 REST OF THE WORLD DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 154

13.5.5 REST OF THE WORLD DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 155

13.5.6 REST OF THE WORLD DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 155

13.5.7 REST OF THE WORLD DATA ANALYTICS MARKET, BY FUNCTION, 2020–2027 (USD MILLION) 155

13.5.8 REST OF THE WORLD DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 156

13.5.9 REST OF THE WORLD DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 156

13.5.10 REST OF THE WORLD DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 157

13.5.11 REST OF THE WORLD DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 157

13.5.12 MIDDLE EAST & AFRICA 157

13.5.12.1 MIDDLE EAST & AFRICA DATA ANALYTICS MARKET, BY TYPE, 2020–2027 (USD MILLION) 157

13.5.12.2 MIDDLE EAST & AFRICA DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 158

13.5.12.3 MIDDLE EAST & AFRICA DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 158

13.5.12.4 MIDDLE EAST & AFRICA DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 159

13.5.12.5 MIDDLE EAST & AFRICA DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 159

13.5.12.6 MIDDLE EAST & AFRICA DATA ANALYTICS MARKET, BY FUNCTION, 2020–2027 (USD MILLION) 159

13.5.12.7 MIDDLE EAST & AFRICA DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 160

13.5.12.8 MIDDLE EAST & AFRICA DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 160

13.5.12.9 MIDDLE EAST & AFRICA DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 161

13.5.12.10 MIDDLE EAST & AFRICA DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 161

13.5.13 SOUTH AMERICA 161

13.5.13.1 SOUTH AMERICA DATA ANALYTICS MARKET, BY TYPE, 2020–2027 (USD MILLION) 161

13.5.13.2 SOUTH AMERICA DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 162

13.5.13.3 SOUTH AMERICA DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 162

13.5.13.4 SOUTH AMERICA DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 162

13.5.13.5 SOUTH AMERICA DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 163

13.5.13.6 SOUTH AMERICA DATA ANALYTICS MARKET, BY FUNCTION, 2020–2027 (USD MILLION) 163

13.5.13.7 SOUTH AMERICA DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 164

13.5.13.8 SOUTH AMERICA DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 164

13.5.13.9 SOUTH AMERICA DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 165

13.5.13.10 SOUTH AMERICA DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 165

14 COMPETITVE LANDSCAPE

14.2 COMPETITIVE BENCHMARKING 169

14.3 VENDOR SHARE ANALYSIS 171

14.4 RECENT DEVELOPMENTS 171

14.4.1 PRODUCT DEVELOPMENT 171

14.4.2 PARTNERSHIPS/AGREEMENTS/CONTRACTS/COLLABORATIONS 172

14.4.3 EXPANSION 173

15 COMPANY PROFILE

15.1 IBM CORPORATION 174

15.1.1 COMPANY OVERVIEW 174

15.1.2 FINANCIAL OVERVIEW 175

15.1.3 PRODUCTS/SOLUTIONS/SERVICES OFFERED 175

15.1.4 KEY DEVELOPMENTS 176

15.1.5 SWOT ANALYSIS 176

15.1.6 KEY STRATEGIES 176

15.2 MICROSOFT CORPORATION 177

15.2.1 COMPANY OVERVIEW 177

15.2.2 FINANCIAL OVERVIEW 178

15.2.3 PRODUCTS/SOLUTIONS/SERVICES OFFERED 178

15.2.4 KEY DEVELOPMENTS 179

15.2.5 SWOT ANALYSIS 180

15.2.6 KEY STRATEGIES 180

15.3 ORACLE CORPORATION 181

15.3.1 COMPANY OVERVIEW 181

15.3.2 FINANCIAL OVERVIEW 182

15.3.3 PRODUCTS/SOLUTIONS/SERVICES OFFERED 182

15.3.4 KEY DEVELOPMENTS 183

15.3.5 SWOT ANALYSIS 183

15.3.6 KEY STRATEGIES 183

15.4 SAP SE 184

15.4.1 COMPANY OVERVIEW 184

15.4.2 FINANCIAL OVERVIEW 185

15.4.3 PRODUCTS/SOLUTIONS/SERVICES OFFERED 185

15.4.4 KEY DEVELOPMENTS 186

15.4.5 SWOT ANALYSIS 186

15.4.6 KEY STRATEGIES 186

15.5 AMAZON WEB SERVICES, INC. 187

15.5.1 COMPANY OVERVIEW 187

15.5.2 PRODUCTS/SOLUTIONS/SERVICES OFFERED 187

15.5.3 KEY DEVELOPMENTS 188

15.5.4 KEY STRATEGIES 188

15.6 TABLEAU SOFTWARE, LLC 189

15.6.1 COMPANY OVERVIEW 189

15.6.2 FINANCIAL OVERVIEW 189

15.6.3 PRODUCTS OFFERED 189

15.6.4 KEY DEVELOPMENTS 189

15.6.5 KEY STRATEGIES 189

15.7 SISENSE INC 190

15.7.1 COMPANY OVERVIEW 190

15.7.2 FINANCIAL OVERVIEW 190

15.7.3 PRODUCTS OFFERED 190

15.7.4 KEY DEVELOPMENTS 191

15.7.5 KEY STRATEGIES 191

15.8 ZOHO CORPORATION PVT. LTD 192

15.8.1 COMPANY OVERVIEW 192

15.8.2 FINANCIAL OVERVIEW 192

15.8.3 PRODUCTS OFFERED 192

15.8.4 KEY DEVELOPMENTS 192

15.8.5 KEY STRATEGIES 192

15.9 THOUGHTSPOT, INC. 193

15.9.1 COMPANY OVERVIEW 193

15.9.2 FINANCIAL OVERVIEW 193

15.9.3 PRODUCTS OFFERED 193

15.9.4 KEY DEVELOPMENTS 193

15.9.5 KEY STRATEGIES 193

15.10 MU SIGMA 194

15.10.1 COMPANY OVERVIEW 194

15.10.2 FINANCIAL OVERVIEW 194

15.10.3 PRODUCTS OFFERED 194

15.10.4 KEY DEVELOPMENTS 195

15.10.5 KEY STRATEGIES 195

15.11 LOOKER DATA SCIENCES, INC 196

15.11.1 COMPANY OVERVIEW 196

15.11.2 FINANCIAL OVERVIEW 196

15.11.3 PRODUCTS/SOLUTIONS/SERVICES OFFERED 196

15.11.4 KEY DEVELOPMENTS 196

15.11.5 KEY STRATEGIES 196

15.12 DATAMEER INC 197

15.12.1 COMPANY OVERVIEW 197

15.12.2 FINANCIAL OVERVIEW 197

15.12.3 PRODUCTS/SOLUTIONS/SERVICES OFFERED 197

15.12.4 KEY DEVELOPMENTS 197

15.12.5 KEY STRATEGIES 197

15.13 ALTERYX, INC 198

15.13.1 COMPANY OVERVIEW 198

15.13.2 FINANCIAL OVERVIEW 198

15.13.3 PRODUCTS/SOLUTIONS/SERVICES OFFERED 199

15.13.4 KEY DEVELOPMENTS 199

15.13.5 SWOT ANALYSIS 199

15.13.6 KEY STRATEGIES 200

15.14 DELL INC 201

15.14.1 COMPANY OVERVIEW 201

15.14.2 FINANCIAL OVERVIEW 202

15.14.3 PRODUCTS/SOLUTIONS/SERVICES OFFERED 202

15.14.4 KEY DEVELOPMENTS 203

15.14.5 SWOT ANALYSIS 203

15.14.6 KEY STRATEGIES 203

15.15 SAS INSTITUTE INC. 204

15.15.1 COMPANY OVERVIEW 204

15.15.2 FINANCIAL OVERVIEW 204

15.15.3 PRODUCTS/SOLUTIONS/SERVICES OFFERED 205

15.15.4 KEY DEVELOPMENTS 205

15.15.5 SWOT ANALYSIS 205

15.15.6 KEY STRATEGIES 206

16 LIST OF TABLES

TABLE 1 MARKET SYNOPSIS 27

TABLE 2 GLOBAL DATA ANALYTICS, BY TYPE, 2020–2027 (USD MILLION) 48

TABLE 3 GLOBAL DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 51

TABLE 4 GLOBAL DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 54

TABLE 5 GLOBAL DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 56

TABLE 6 GLOBAL DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 58

TABLE 7 GLOBAL DATA ANALYTICS MARKET, BY FUNCTION, 2020–2027 (USD MILLION) 61

TABLE 8 GLOBAL DATA ANALYTICS MARKET, MARKETING ANALYTICS BY COMPONENT, 2020–2027 (USD MILLION) 61

TABLE 9 GLOBAL DATA ANALYTICS MARKET, SALES ANALYTICS BY COMPONENT, 2020–2027 (USD MILLION) 61

TABLE 10 GLOBAL DATA ANALYTICS MARKET, HR ANALYTICS BY COMPONENT, 2020–2027 (USD MILLION) 62

TABLE 11 GLOBAL DATA ANALYTICS MARKET, ACCOUNTING & FINANCE ANALYTICS BY COMPONENT, 2020–2027 (USD MILLION) 62

TABLE 12 GLOBAL DATA ANALYTICS MARKET, OPERATIONAL ANALYTICS BY COMPONENT, 2020–2027 (USD MILLION) 62

TABLE 13 GLOBAL DATA ANALYTICS MARKET, OTHER ANALYTICS BY COMPONENT, 2020–2027 (USD MILLION) 63

TABLE 14 GLOBAL DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 67

TABLE 15 GLOBAL DATA ANALYTICS MARKET, BFSI BY COMPONENT, 2020–2027 (USD MILLION) 68

TABLE 16 GLOBAL DATA ANALYTICS MARKET, BFSI BY FUNCTION, 2020–2027 (USD MILLION) 68

TABLE 17 GLOBAL DATA ANALYTICS MARKET, IT & TELECOM BY COMPONENT, 2020–2027 (USD MILLION) 69

TABLE 18 GLOBAL DATA ANALYTICS MARKET, IT & TELECOM BY FUNCTION, 2020–2027 (USD MILLION) 69

TABLE 19 GLOBAL DATA ANALYTICS MARKET, MANUFACTURING BY COMPONENT, 2020–2027 (USD MILLION) 70

TABLE 20 GLOBAL DATA ANALYTICS MARKET, MANUFACTURING BY FUNCTION, 2020–2027 (USD MILLION) 70

TABLE 21 GLOBAL DATA ANALYTICS MARKET, RETAIL & ECOMMERCE BY COMPONENT, 2020–2027 (USD MILLION) 71

TABLE 22 GLOBAL DATA ANALYTICS MARKET, RETAIL & ECOMMERCE BY FUNCTION, 2020–2027 (USD MILLION) 71

TABLE 23 GLOBAL DATA ANALYTICS MARKET, ENERGY & POWER BY COMPONENT, 2020–2027 (USD MILLION) 72

TABLE 24 GLOBAL DATA ANALYTICS MARKET, ENERGY & POWER BY FUNCTION, 2020–2027 (USD MILLION) 72

TABLE 25 GLOBAL DATA ANALYTICS MARKET, HEALTHCARE BY COMPONENT, 2020–2027 (USD MILLION) 72

TABLE 26 GLOBAL DATA ANALYTICS MARKET, HEALTHCARE BY FUNCTION, 2020–2027 (USD MILLION) 73

TABLE 27 GLOBAL DATA ANALYTICS MARKET, TRANSPORT & LOGISTICS BY COMPONENT, 2020–2027 (USD MILLION) 73

TABLE 28 GLOBAL DATA ANALYTICS MARKET, TRANSPORT & LOGISTICS BY FUNCTION, 2020–2027 (USD MILLION) 74

TABLE 29 GLOBAL DATA ANALYTICS MARKET, MEDIA & ENTERTAINMENT BY COMPONENT, 2020–2027 (USD MILLION) 74

TABLE 30 GLOBAL DATA ANALYTICS MARKET, MEDIA & ENTERTAINMENT BY FUNCTION, 2020–2027 (USD MILLION) 75

TABLE 31 GLOBAL DATA ANALYTICS MARKET, OTHER VERTICALS BY COMPONENT, 2020–2027 (USD MILLION) 75

TABLE 32 GLOBAL DATA ANALYTICS MARKET, OTHER VERTICALS BY FUNCTION, 2020–2027 (USD MILLION) 76

TABLE 33 GLOBAL DATA ANALYTICS MARKET, BY REGION, 2020–2027 (USD MILLION) 78

TABLE 34 NORTH AMERICA: DATA ANALYTICS, BY COUNTRY, 2020–2027 (USD MILLION) 81

TABLE 35 NORTH AMERICA: DATA ANALYTICS, BY TYPE, 2020–2027 (USD MILLION) 81

TABLE 36 NORTH AMERICA: DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 81

TABLE 37 NORTH AMERICA: DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 82

TABLE 38 NORTH AMERICA: DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 82

TABLE 39 NORTH AMERICA: DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 82

TABLE 40 NORTH AMERICA: DATA ANALYTICS, BY FUNCTION, 2020–2027 (USD MILLION) 83

TABLE 41 NORTH AMERICA: DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 83

TABLE 42 NORTH AMERICA: DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 84

TABLE 43 NORTH AMERICA: DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 84

TABLE 44 NORTH AMERICA: DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 84

TABLE 45 US: DATA ANALYTICS, BY TYPE, 2020–2027 (USD MILLION) 85

TABLE 46 US: DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 85

TABLE 47 US: DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 86

TABLE 48 US: DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 86

TABLE 49 US: DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 86

TABLE 50 US: DATA ANALYTICS, BY FUNCTION, 2020–2027 (USD MILLION) 87

TABLE 51 US: DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 87

TABLE 52 US: DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 88

TABLE 53 US: DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 88

TABLE 54 US: DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 88

TABLE 55 CANADA: DATA ANALYTICS, BY TYPE, 2020–2027 (USD MILLION) 89

TABLE 56 CANADA: DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 89

TABLE 57 CANADA: DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 90

TABLE 58 CANADA: DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 90

TABLE 59 CANADA: DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 90

TABLE 60 CANADA: DATA ANALYTICS, BY FUNCTION, 2020–2027 (USD MILLION) 91

TABLE 61 CANADA: DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 91

TABLE 62 CANADA: DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 92

TABLE 63 CANADA: DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 92

TABLE 64 CANADA: DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 92

TABLE 65 MEXICO: DATA ANALYTICS, BY TYPE, 2020–2027 (USD MILLION) 93

TABLE 66 MEXICO: DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 93

TABLE 67 MEXICO: DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 94

TABLE 68 MEXICO: DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 94

TABLE 69 MEXICO: DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 94

TABLE 70 MEXICO: DATA ANALYTICS, BY FUNCTION, 2020–2027 (USD MILLION) 95

TABLE 71 MEXICO: DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 95

TABLE 72 MEXICO: DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 96

TABLE 73 MEXICO: DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 96

TABLE 74 MEXICO: DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 96

TABLE 75 EUROPE: DATA ANALYTICS, BY COUNTRY, 2020–2027 (USD MILLION) 99

TABLE 76 EUROPE: DATA ANALYTICS, BY TYPE, 2020–2027 (USD MILLION) 99

TABLE 77 EUROPE: DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 100

TABLE 78 EUROPE: DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 100

TABLE 79 EUROPE: DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 101

TABLE 80 EUROPE: DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 101

TABLE 81 EUROPE: DATA ANALYTICS, BY FUNCTION, 2020–2027 (USD MILLION) 101

TABLE 82 EUROPE: DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 102

TABLE 83 EUROPE: DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 102

TABLE 84 EUROPE: DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 103

TABLE 85 EUROPE: DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 103

TABLE 86 UK: DATA ANALYTICS, BY TYPE, 2020–2027 (USD MILLION) 103

TABLE 87 UK: DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 104

TABLE 88 UK: DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 104

TABLE 89 UK: DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 105

TABLE 90 UK: DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 105

TABLE 91 UK: DATA ANALYTICS, BY FUNCTION, 2020–2027 (USD MILLION) 105

TABLE 92 UK: DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 106

TABLE 93 UK: DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 106

TABLE 94 UK: DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 106

TABLE 95 UK: DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 107

TABLE 96 GERMANY: DATA ANALYTICS, BY TYPE, 2020–2027 (USD MILLION) 107

TABLE 97 GERMANY: DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 107

TABLE 98 GERMANY: DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 108

TABLE 99 GERMANY: DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 108

TABLE 100 GERMANY: DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 109

TABLE 101 GERMANY: DATA ANALYTICS, BY FUNCTION, 2020–2027 (USD MILLION) 109

TABLE 102 GERMANY: DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 110

TABLE 103 GERMANY: DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 110

TABLE 104 GERMANY: DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 111

TABLE 105 GERMANY: DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 111

TABLE 106 FRANCE: DATA ANALYTICS, BY TYPE, 2020–2027 (USD MILLION) 111

TABLE 107 FRANCE: DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 112

TABLE 108 FRANCE: DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 112

TABLE 109 FRANCE: DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 112

TABLE 110 FRANCE: DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 113

TABLE 111 FRANCE: DATA ANALYTICS, BY FUNCTION, 2020–2027 (USD MILLION) 113

TABLE 112 FRANCE: DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 114

TABLE 113 FRANCE: DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 114

TABLE 114 FRANCE: DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 115

TABLE 115 FRANCE: DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 115

TABLE 116 ITALY: DATA ANALYTICS, BY TYPE, 2020–2027 (USD MILLION) 115

TABLE 117 ITALY: DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 116

TABLE 118 ITALY: DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 116

TABLE 119 ITALY: DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 116

TABLE 120 ITALY: DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 117

TABLE 121 ITALY: DATA ANALYTICS, BY FUNCTION, 2020–2027 (USD MILLION) 117

TABLE 122 ITALY: DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 118

TABLE 123 ITALY: DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 118

TABLE 124 ITALY: DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 119

TABLE 125 ITALY: DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 119

TABLE 126 REST OF EUROPE: DATA ANALYTICS, BY TYPE, 2020–2027 (USD MILLION) 119

TABLE 127 REST OF EUROPE: DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 120

TABLE 128 REST OF EUROPE: DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 120

TABLE 129 REST OF EUROPE: DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 120

TABLE 130 REST OF EUROPE: DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 121

TABLE 131 REST OF EUROPE: DATA ANALYTICS, BY FUNCTION, 2020–2027 (USD MILLION) 121

TABLE 132 REST OF EUROPE: DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 122

TABLE 133 REST OF EUROPE: DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 122

TABLE 134 REST OF EUROPE: DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 123

TABLE 135 REST OF EUROPE: DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 123

TABLE 136 ASIA-PACIFIC: DATA ANALYTICS, BY COUNTRY, 2020–2027 (USD MILLION) 126

TABLE 137 ASIA-PACIFIC: DATA ANALYTICS, BY TYPE, 2020–2027 (USD MILLION) 126

TABLE 138 ASIA-PACIFIC: DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 127

TABLE 139 ASIA-PACIFIC: DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 127

TABLE 140 ASIA-PACIFIC: DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 127

TABLE 141 ASIA-PACIFIC: DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 128

TABLE 142 ASIA-PACIFIC: DATA ANALYTICS, BY FUNCTION, 2020–2027 (USD MILLION) 128

TABLE 143 ASIA-PACIFIC: DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 129

TABLE 144 ASIA-PACIFIC: DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 129

TABLE 145 ASIA-PACIFIC: DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 130

TABLE 146 ASIA-PACIFIC: DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 130

TABLE 147 CHINA: DATA ANALYTICS, BY TYPE, 2020–2027 (USD MILLION) 130

TABLE 148 CHINA: DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 131

TABLE 149 CHINA: DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 131

TABLE 150 CHINA: DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 131

TABLE 151 CHINA: DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 132

TABLE 152 CHINA: DATA ANALYTICS, BY FUNCTION, 2020–2027 (USD MILLION) 132

TABLE 153 CHINA: DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 133

TABLE 154 CHINA: DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 133

TABLE 155 CHINA: DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 134

TABLE 156 CHINA: DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 134

TABLE 157 INDIA: DATA ANALYTICS, BY TYPE, 2020–2027 (USD MILLION) 134

TABLE 158 INDIA: DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 135

TABLE 159 INDIA: DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 135

TABLE 160 INDIA: DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 135

TABLE 161 INDIA: DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 136

TABLE 162 INDIA: DATA ANALYTICS, BY FUNCTION, 2020–2027 (USD MILLION) 136

TABLE 163 INDIA: DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 137

TABLE 164 INDIA: DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 137

TABLE 165 INDIA: DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 138

TABLE 166 INDIA: DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 138

TABLE 167 JAPAN: DATA ANALYTICS, BY TYPE, 2020–2027 (USD MILLION) 138

TABLE 168 JAPAN: DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 139

TABLE 169 JAPAN: DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 139

TABLE 170 JAPAN: DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 139

TABLE 171 JAPAN: DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 140

TABLE 172 JAPAN: DATA ANALYTICS, BY FUNCTION, 2020–2027 (USD MILLION) 140

TABLE 173 JAPAN: DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 141

TABLE 174 JAPAN: DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 141

TABLE 175 JAPAN: DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 142

TABLE 176 JAPAN: DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 142

TABLE 177 SOUTH KOREA: DATA ANALYTICS, BY TYPE, 2020–2027 (USD MILLION) 142

TABLE 178 SOUTH KOREA: DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 143

TABLE 179 SOUTH KOREA: DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 143

TABLE 180 SOUTH KOREA: DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 144

TABLE 181 SOUTH KOREA: DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 144

TABLE 182 SOUTH KOREA: DATA ANALYTICS, BY FUNCTION, 2020–2027 (USD MILLION) 144

TABLE 183 SOUTH KOREA: DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 145

TABLE 184 SOUTH KOREA: DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 145

TABLE 185 SOUTH KOREA: DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 146

TABLE 186 SOUTH KOREA: DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 146

TABLE 187 REST OF ASIA-PACIFIC: DATA ANALYTICS, BY TYPE, 2020–2027 (USD MILLION) 146

TABLE 188 REST OF ASIA-PACIFIC: DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 147

TABLE 189 REST OF ASIA-PACIFIC: DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 147

TABLE 190 REST OF ASIA-PACIFIC: DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 148

TABLE 191 REST OF ASIA-PACIFIC: DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 148

TABLE 192 REST OF ASIA-PACIFIC: DATA ANALYTICS, BY FUNCTION, 2020–2027 (USD MILLION) 148

TABLE 193 REST OF ASIA-PACIFIC: DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 149

TABLE 194 REST OF ASIA-PACIFIC: DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 149

TABLE 195 REST OF ASIA-PACIFIC: DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 150

TABLE 196 REST OF ASIA-PACIFIC: DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 150

TABLE 197 REST OF THE WORLD: DATA ANALYTICS, BY COUNTRY, 2020–2027 (USD MILLION) 153

TABLE 198 REST OF THE WORLD: DATA ANALYTICS, BY TYPE, 2020–2027 (USD MILLION) 153

TABLE 199 REST OF THE WORLD: DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 154

TABLE 200 REST OF THE WORLD: DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 154

TABLE 201 REST OF THE WORLD: DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 155

TABLE 202 REST OF THE WORLD: DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 155

TABLE 203 REST OF THE WORLD: DATA ANALYTICS, BY FUNCTION, 2020–2027 (USD MILLION) 155

TABLE 204 REST OF THE WORLD: DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 156

TABLE 205 REST OF THE WORLD: DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 156

TABLE 206 REST OF THE WORLD: DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 157

TABLE 207 REST OF THE WORLD: DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 157

TABLE 208 MIDDLE EAST & AFRICA: DATA ANALYTICS, BY TYPE, 2020–2027 (USD MILLION) 157

TABLE 209 MIDDLE EAST & AFRICA: DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 158

TABLE 210 MIDDLE EAST & AFRICA: DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 158

TABLE 211 MIDDLE EAST & AFRICA: DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 159

TABLE 212 MIDDLE EAST & AFRICA: DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 159

TABLE 213 MIDDLE EAST & AFRICA: DATA ANALYTICS, BY FUNCTION, 2020–2027 (USD MILLION) 159

TABLE 214 MIDDLE EAST & AFRICA: DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 160

TABLE 215 MIDDLE EAST & AFRICA: DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 160

TABLE 216 MIDDLE EAST & AFRICA: DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 161

TABLE 217 MIDDLE EAST & AFRICA: DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 161

TABLE 218 SOUTH AMERICA: DATA ANALYTICS, BY TYPE, 2020–2027 (USD MILLION) 161

TABLE 219 SOUTH AMERICA: DATA ANALYTICS MARKET, BY SOLUTION, 2020–2027 (USD MILLION) 162

TABLE 220 SOUTH AMERICA: DATA ANALYTICS MARKET, BY APPLICATION, 2020–2027 (USD MILLION) 162

TABLE 221 SOUTH AMERICA: DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020–2027 (USD MILLION) 162

TABLE 222 SOUTH AMERICA: DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020–2027 (USD MILLION) 163

TABLE 223 SOUTH AMERICA: DATA ANALYTICS, BY FUNCTION, 2020–2027 (USD MILLION) 163

TABLE 224 SOUTH AMERICA: DATA ANALYTICS MARKET, BY VERTICAL, 2020–2027 (USD MILLION) 164

TABLE 225 SOUTH AMERICA: DATA ANALYTICS MARKET, BY MANUFACTURING, 2020–2027 (USD MILLION) 164

TABLE 226 SOUTH AMERICA: DATA ANALYTICS MARKET, BY DISCRETE MANUFACTURING, 2020–2027 (USD MILLION) 165

TABLE 227 SOUTH AMERICA: DATA ANALYTICS MARKET, BY PROCESS MANUFACTURING, 2020–2027 (USD MILLION) 165

TABLE 228 DATA ANALYTICS PROVIDERS BY INDUSTRY 166

TABLE 229 INDIAN STARTUPS BY INDUSTRY 168

TABLE 230 PRODUCT DEVELOPMENT 171

TABLE 231 PARTNERSHIPS/AGREEMENTS/COLLABORATIONS 172

TABLE 232 EXPANSION 173

TABLE 233 IBM CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 175

TABLE 234 IBM CORPORATION: KEY DEVELOPMENTS 176

TABLE 235 MICROSOFT CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 178

TABLE 236 MICROSOFT CORPORATION: KEY DEVELOPMENTS 179

TABLE 237 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 182

TABLE 238 ORACLE: KEY DEVELOPMENTS 183

TABLE 239 SAP SE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 185

TABLE 240 SAP SE: KEY DEVELOPMENTS 186

TABLE 241 AMAZON WEB SERVICES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 187

TABLE 242 AMAZON WEB SERVICES, INC.: KEY DEVELOPMENTS 188

TABLE 243 TABLEAU SOFTWARE, LLC: PRODUCTS OFFERED 189

TABLE 244 TABLEAU SOFTWARE, LLC: KEY DEVELOPMENTS 189

TABLE 245 SISENSE INC: PRODUCTS OFFERED 190

TABLE 246 SISENSE INC: KEY DEVELOPMENTS 191

TABLE 247 ZOHO CORPORATION PVT. LTD: PRODUCTS OFFERED 192

TABLE 248 THOUGHTSPOT, INC.: PRODUCTS OFFERED 193

TABLE 249 THOUGHTSPOT, INC.: KEY DEVELOPMENTS 193

TABLE 250 MU SIGMA: PRODUCTS OFFERED 194

TABLE 251 LOOKER DATA SCIENCES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 196

TABLE 252 LOOKER DATA SCIENCES, INC.: KEY DEVELOPMENTS 196

TABLE 253 DATAMEER INC: PRODUCTS/SOLUTIONS/SERVICES OFFERED 197

TABLE 254 DATAMEER INC: KEY DEVELOPMENTS 197

TABLE 255 ALTERYX, INC: PRODUCTS/SOLUTIONS/SERVICES OFFERED 199

TABLE 256 ALTERYX, INC: KEY DEVELOPMENTS 199

TABLE 257 DELL INC: PRODUCTS/SOLUTIONS/SERVICES OFFERED 202

TABLE 258 DELL INC: KEY DEVELOPMENTS 203

TABLE 259 SAS INSTITUTE INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 205

TABLE 260 SAS INSTITUTE INC.: KEY DEVELOPMENTS 205

17 LIST OF FIGURES

FIGURE 1 MARKET ATTRACTIVENESS ANALYSIS: GLOBAL DATA ANALYTICS MARKET 27

FIGURE 2 GLOBAL DATA ANALYTICS MARKET: STRUCTURE 29

FIGURE 3 BOTTOM-UP AND TOP-DOWN APPROACHES 34

FIGURE 4 MARKET DYNAMIC ANALYSIS OF THE GLOBAL DATA ANALYTICS MARKET 37

FIGURE 5 DRIVER IMPACT ANALYSIS 39

FIGURE 6 RESTRAINT IMPACT ANALYSIS 40

FIGURE 7 VALUE CHAIN: GLOBAL DATA ANALYTICS MARKET 43

FIGURE 8 PORTER’S FIVE FORCES MODEL: GLOBAL DATA ANALYTICS MARKET 44

FIGURE 9 GLOBAL DATA ANALYTICS MARKET, BY TYPE, 2020 (% SHARE) 47

FIGURE 10 GLOBAL DATA ANALYTICS MARKET, BY TYPE, 2020 AND 2027 (USD MILLION) 47

FIGURE 11 GLOBAL DATA ANALYTICS MARKET, BY SOLUTION, 2020 (% SHARE) 50

FIGURE 12 GLOBAL DATA ANALYTICS MARKET, BY SOLUTION, 2020 AND 2027 (USD MILLION) 50

FIGURE 13 GLOBAL DATA ANALYTICS MARKET, BY APPLICATION, 2020 (% SHARE) 53

FIGURE 14 GLOBAL DATA ANALYTICS MARKET, BY APPLICATION, 2020 AND 2027 (USD MILLION) 54

FIGURE 15 GLOBAL DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020 (% SHARE) 55

FIGURE 16 GLOBAL DATA ANALYTICS MARKET, BY DEPLOYMENT, 2020 AND 2027 (USD MILLION) 56

FIGURE 17 GLOBAL DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020 (% SHARE) 57

FIGURE 18 GLOBAL DATA ANALYTICS MARKET, BY ORGANIZATION SIZE, 2020 AND 2027 (USD MILLION) 58

FIGURE 19 GLOBAL DATA ANALYTICS MARKET, BY FUNCTION, 2020 (% SHARE) 60

FIGURE 20 GLOBAL DATA ANALYTICS MARKET, BY FUNCTION, 2020 AND 2027 (USD MILLION) 60

FIGURE 21 GLOBAL DATA ANALYTICS MARKET, BY VERTICAL, 2020 (% SHARE) 66

FIGURE 22 GLOBAL DATA ANALYTICS MARKET, BY VERTICAL, 2020 AND 2027 (USD MILLION) 67

FIGURE 23 GLOBAL DATA ANALYTICS MARKET, BY REGION, 2020 AND 2027 (USD MILLION) 77

FIGURE 24 GLOBAL DATA ANALYTICS MARKET, BY REGION, 2020 (% SHARE) 77

FIGURE 25 NORTH AMERICA: DATA ANALYTICS MARKET, BY COUNTRY, 2020 (% SHARE) 80

FIGURE 26 NORTH AMERICA: DATA ANALYTICS MARKET, BY COUNTRY, 2020 AND 2027 (USD MILLION) 80

FIGURE 27 EUROPE: DATA ANALYTICS MARKET, BY COUNTRY, 2020 (% SHARE) 98

FIGURE 28 EUROPE: DATA ANALYTICS MARKET, BY COUNTRY, 2020 AND 2027 (USD MILLION) 98

FIGURE 29 ASIA-PACIFIC: DATA ANALYTICS MARKET, BY COUNTRY, 2020 (% SHARE) 125

FIGURE 30 ASIA-PACIFIC: DATA ANALYTICS MARKET, BY COUNTRY, 2020 AND 2027 (USD MILLION) 125

FIGURE 31 REST OF THE WORLD: DATA ANALYTICS MARKET, BY COUNTRY, 2020 (% SHARE) 152

FIGURE 32 REST OF THE WORLD: DATA ANALYTICS MARKET, BY COUNTRY, 2020 AND 2027 (USD MILLION) 152

FIGURE 33 GLOBAL DATA ANALYTICS MARKET: COMPETITIVE BENCHMARKING 169

FIGURE 34 VENDOR SHARE ANALYSIS (2020, %) 171

FIGURE 35 IBM CORPORATION: FINANCIAL OVERVIEW SNAPSHOT 175

FIGURE 36 IBM CORPORATION: SWOT ANALYSIS 176

FIGURE 37 MICROSOFT CORPORATION: FINANCIAL OVERVIEW SNAPSHOT 178

FIGURE 38 MICROSOFT CORPORATION: SWOT ANALYSIS 180

FIGURE 39 ORACLE: FINANCIAL OVERVIEW SNAPSHOT 182

FIGURE 40 ORACLE: SWOT ANALYSIS 183

FIGURE 41 SAP SE: FINANCIAL OVERVIEW SNAPSHOT 185

FIGURE 42 SAP SE: SWOT ANALYSIS 186

FIGURE 43 ALTERYX, INC: FINANCIAL OVERVIEW SNAPSHOT 198

FIGURE 44 ALTERYX, INC: SWOT ANALYSIS 199

FIGURE 45 DELL INC: FINANCIAL OVERVIEW SNAPSHOT 202

FIGURE 46 DELL INC: SWOT ANALYSIS 203

FIGURE 47 SAS INSTITUTE INC.: FINANCIAL OVERVIEW SNAPSHOT 204

FIGURE 48 SAS INSTITUTE INC.: SWOT ANALYSIS 205

データ分析市場

データ分析市場は2030年までに3462.4億米ドルに達し、30.7%のCAGRで成長します。

セグメンテーション

タイプ別 Predictive Analytics Prescriptive Analytics Descriptive Analytics Customer Analytics
ソリューション別 Data Management Fraud &Amp; Security Intelligence Data Mining Data Monitoring
アプリケーション別 Enterprise Resource Planning Supply Chain Management Human Resource Management Database Management
展開別 Cloud On Premises

キープレーヤー

  • IBM Corporation (US)
  • Microsoft (US)
  • Oracle (US)
  • SAP SE (Germany)
  • Amazon Web Services Inc. (US)
  • Tableau Software LLC. (US)
  • SiSense Inc (US)
  • Zoho Corporation Pvt. Ltd. (India)
  • ThoughtSpot Inc. (US)
  • Mu Sigma (US)
  • Looker Data Sciences Inc. (US)
  • Datameer Inc. (US)

運転手

  • Factors that have contributed a majority to the upsurge of data analytics include the adoption of big data analytics software by different organizations which has delivered and enhanced faster decision making.
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データ分析市場
データ分析市場は2020年に22,998.8百万米ドルの収益を生み出し、2030年までに3,462億米ドルの市場価値に達し、30.7%のCAGRで成長すると予測されています。

推定予測期間は、特定のビジネスに関するデータの調査が行われる期間です。データ分析は、組織がすべての大規模なデータセットを管理、処理、および合理化するのに役立つため、主要な企業の一部です。これはリアルタイムで行われるだけでなく、組織の意思決定能力を向上させます。データ分析のその他の目的には、組織が顧客をよりよく理解し、データ全体を対象読者に絞り込むのを支援することが含まれます。これにより、企業のマーケティングキャンペーンがさらに効果的に改善されます。オフラインおよびオンライン取引によって生成されるデータの量を大規模に分析するためだけに、データ分析とビジネス分析を採用している企業は数多くあります。

Covid-19分析:
コロナウイルスの現在の状況は、過去数年間で大幅な成長を遂げています。世界的大流行は2020年に突然の落ち込みを予測しています。世界中のさまざまな組織が従業員のために家庭文化から仕事を始めています。在宅勤務の文化により、クラウドベースのビッグデータ分析に対する需要が生まれました。これは、組織の重要な情報を管理するためにデータ分析市場が使用され、市場に創造的な機会を生み出すことを意味します。パンデミックが続く中、状況は変わらないと予想されます。しかし、予防接種が進行中であるため、事態はすぐに正常に戻ると予想されます。

データ分析市場のダイナミクス:
運転手:

データ分析の急増に大部分を貢献した要因には、より迅速な意思決定を実現および強化したさまざまな組織によるビッグデータ分析ソフトウェアの採用が含まれます。

さまざまな要因には、非常に固定されたタイムリーな方法で情報を分析および実行することによって提供される競争上の利点が含まれます。これは主にデータ分析市場の成長に貢献しています。このクラウドベースのデータ分析ソフトウェアに加えて、中小企業に導入されました。これは確かに市場の成長にプラスの影響を与えています。

機会:
データ分析市場の成長を後押ししたさまざまな要因には、事業計画と新たなトレンドについてのより良い洞察を得る必要性の高まりが含まれます。ソーシャルメディア分析のこのより良い理解は、市場の拡大のための計り知れない機会を提供することが期待されます。この拡大は主に2020年から2027年の予測期間中に行われます。また、予測期間中に市場の支配につながった顧客の意識と可処分所得の増加もほぼ含まれます。

制約:
データ分析市場の一時的な成長には要因があります。市場の成長を妨げる要因として発生するこれらの要因には、高い実装コストと熟練した労働力の不足が含まれます。これは、市場の成長を妨げる可能性があります。これらは、データ分析の市場に大きな障害として寄与するいくつかの要因です。

バリューチェーン分析:
データ分析の採用により有益となる要素のいくつかは、クラウドベースのビッグデータとビジネスで選択された分析の導入です。この紹介は、ユーザーが世界中のどこからでもオンラインですべての情報にアクセスするのに役立ちます。データ分析は、さまざまなビッグデータサービスプロバイダーがクラウドテクノロジーへの投資計画を強化し、他のサービスプロバイダーよりも競争力を高めるのにも役立ちます。

データ分析市場セグメンテーション:
グローバルデータ分析は、コンポーネント、展開モデル、分析ツール、アプリケーション、業種、地域に基づいてセグメント化されています。

コンポーネントに基づく:
世界のデータ分析市場は、コンポーネントに基づいてハードウェア、ソフトウェア、およびサービスに分けられます。

展開に基づく:
展開に基づいて、データ分析はオンプレミスとクラウドに分かれています。

分析ツールに基づく:
分析ツールに基づいて、世界市場はデータマイニングとウェアハウジング、ダッシュボードとデータの視覚化、セルフサービスツール、レポートなどに分けられます。

アプリケーションに基づく:
アプリケーションセグメントに基づいて、データ分析市場は、顧客分析、労働力分析、サプライチェーン分析、マーケティング分析、価格分析、空間分析、および輸送分析に分類されます。

業界の業種に基づく:
業界に基づいて、市場はヘルスケア、政府、BFSI、製造、エネルギーとユーティリティ、輸送、小売と電子商取引、ITとテレコム、教育などに分割されます。

地域に基づく:
データ分析市場は、地域に基づいて北米、ヨーロッパ、アジア太平洋、ラテンアメリカに分けられます。

データ分析市場地域分析:
データ分析の世界市場は、ヨーロッパ、北アメリカ、アジア太平洋、ラテンアメリカの各地域に分かれています。

データ分析市場は、2019年に観察された北米によって支配されています。2020年から2030年の予測期間中、保持可能な位置を示すと予想されます。北米市場の成長は、スマートフォン、ウェアラブルデバイス、および他のスマート接続デバイス。その他の要因には、顧客満足度の向上とパーソナライズされたエクスペリエンスを提供するキープレーヤー間の競争の激化が含まれます。これにより、データ分析にもう少し関与する顧客の数が増えました。

アジア太平洋地域では、急速なデジタル化により、今日生成される大量のデータが大幅に増加すると予想されています。これに加えて、組織間で電子機器やネットワークの利用が増加しており、成長の機会となっています。

データ分析の競争環境:
グローバル市場におけるデータ分析市場の主要なプレーヤーを以下に示します。

  • IBM Corporation(米国)
  • マイクロソフト(米国)
  • オラクル(米国)、
  • SAP SE(ドイツ)、
  • Amazon Web Services、Inc.(米国)
  • Tableau Software、LLC。 (私たち)
  • SiSense Inc(米国)
  • ZohoCorporationPvt。 Ltd.(インド)
  • ThoughtSpot、Inc.(米国)
  • ムーシグマ(米国)
  • Looker Data Sciences、Inc.(米国)
  • Datameer、Inc.(米国)
  • Alteryx、Inc(米国)
  • Dell Inc.(米国)
  • SAS Institute Inc.(米国)

これらの著名なキープレーヤーはすべて、データ分析市場のダイナミクスと成長において主要な道を歩んでいます。これらのキープレーヤーは、顧客ベースを拡大するためにさまざまな手法を採用しました。これらのポリシーと戦略には、主に新しい生産プロセス、コラボレーション、合弁事業、設立、革新、合併、買収、拡張、既存の製品を拡大する技術、パートナーシップなどが含まれます。これらの戦略はすべて、顧客のニーズを知り、強力なものを開発することを選択します。潜在的な成長基盤。

最近の開発:
以下に示すのは、データ分析の世界市場で見られる最近の進展です。

  • 顧客との関係を改善するための資産として情報を求める新しいソーシャルメディアの列が証明されています。
  • テキスト分析市場は、市場にさまざまな機会を生み出すことを期待して進んでいます。
  • 開発は、従来の広告方法よりも効果的な広告キャンペーン、さまざまな製品やイベントのプロモーションで行われます。
  • 市場の拡大に向けて最適化するために影響を与える企業間の競争では、絶え間ない発展が見られます。

レポートの概要:
グローバル市場調査レポートのグローバルデータ分析市場は、以下に記載されている次の要素で構成されています-

  • 市場概況
  • Covid19分析
  • 市場のダイナミクス
  • バリューチェーン分析
  • 市場セグメンテーション
  • 地域分析
  • 競争力のある風景
  • 最近の開発

グローバルデータ分析市場調査レポートでは、市場の成長を推進する主要な要因があります。レポートは、将来さらに進む可能性があり、データ分析の世界市場に手を差し伸べる機会で構成されています。さまざまな要因がデータ分析の成長を抑制し、そのようなファインベースの市場の発展を妨げています。調査レポートはまた、Covid 19の影響市場のダイナミクス、さまざまなセグメンテーション、地域分析、およびデータ分析市場に基づくさまざまな分析で構成されています。成長率と将来の市場価値についても、この調査レポートで説明および言及されています。



Report Scope:
Report Attribute/Metric Details
  Market Size   US$ 346.24 Billion
  CAGR   30.7%
  Base Year   2019
  Forecast Period   2020-2030
  Historical Data   2018
  Forecast Units   Value (USD Million)
  Report Coverage   Revenue Forecast, Competitive Landscape, Growth Factors, and Trends
  Segments Covered   By Type, By Solution, By Application
  Geographies Covered    North America, Europe, Asia-Pacific, and Rest of the World (RoW)
  Key Vendors   IBM Corporation (US), Microsoft (US), Oracle (US), SAP SE (Germany),, Amazon Web Services, Inc. (US), Tableau Software, LLC. (US), SiSense Inc (US), Zoho Corporation Pvt. Ltd. (India), ThoughtSpot, Inc. (US), Mu Sigma (US), Looker Data Sciences, Inc. (US), Datameer, Inc. (US), Alteryx, Inc (US), Dell Inc. (US), SAS Institute Inc. (US)
  Key Market Opportunities

  • The data analytics market include the increasing need to gain better insights into business planning and emerging trends.\r\n
  • This better understanding of social media analytics is expected to offer immense opportunities for the expansion of the market.
  •   Key Market Drivers

  • The report consists of opportunities that may further in the future and hands the global market of data analytics.\r\n
  • Various factors restrain the growth of data analytics and hamper the development of such a fine-based market.


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    Frequently Asked Questions (FAQ) :

    Market research future projects that the data analytics market will exhibit a CAGR of 30.08% during the forecast period (2020-2030) to surpass a valuation of USD 346.24 billion

    In 2016, the market was valued at USD 77.64 Billion

    Microsoft Corporation, SAP SE, Amazon Web Services Inc., and Oracle Corporation (U.S.) are top players in the data analytics market

    The data management is expected to be the leading segment in this market during the forecast period

    North America is expected to hold the highest market share in the market