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Smart Grid Data Analytics Market - Company Profile Snapshot
ABB Ltd.: Incorporated in 1988, ABB is a public global power and industrial automation company. The company’s clients are located in Latin America, North America, China, and Western Europe in energy and utilities industries.
Accenture Plc: Accenture is a global professional services company, offering wide-ranging services, solutions, consulting, strategy, operations, and technology. The company is spread across 200 cities in 52 countries around the globe.
Other major players operating in the global smart grid data analytics market and profiled in the report include -
Smart Grid Data Analytics Market – Segmentation
TMR’s research study assesses the smart grid data analytics market on the basis of component, deployment model, end-user, BSS solutions for utilities, and region. The report presents extensive market dynamics and progressive trends associated with different segments, and how they influence the growth prospects of the smart grid data analytics market.
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1. Preface
1.1. Market Introduction
1.2. Market Segmentation
1.3. Key Research Objectives
2. Assumptions and Research Methodology
2.1. Research Methodology
2.1.1. List of Primary and Secondary Sources
2.2. Key Assumptions for Data Modelling
3. Executive Summary - Global Smart Grid Data Analytics Market
4. Market Overview
4.1. Market Definition
4.2. Macroeconomic Factors
4.2.1. Global ICT Spending (US$ Mn)
4.3. Market Factor Analysis
4.3.1. Forecast Factors
4.3.2. Ecosystem/ Value Chain Analysis
4.3.3. Market Dynamics (Growth Influencers)
4.3.3.1. Drivers
4.3.3.2. Restraints
4.3.3.3. Opportunities
4.3.3.4. Impact Analysis of Drivers and Restraints
4.4. Market Opportunity Assessment – by Region (North America/ Europe/ Asia Pacific/ Middle East & Africa/ South America)
4.4.1. By Component
4.4.2. By Deployment Model
4.4.3. By End-user
4.4.4. By BSS Solutions (for Utilities)
4.5. Competitive Scenario and Trends
4.5.1. Smart Grid Data Analytics Market Concentration Rate
4.5.1.1. List of Emerging, Prominent, and Leading Players
4.5.2. Mergers & Acquisitions, Expansions
4.6. Market Outlook
4.7. COVID-19 Impact Analysis
4.7.1. COVID-19 Impact on Worldwide ICT Spending
4.7.2. COVID-19 Impact Analysis on the Smart Grid Data Analytics Market, Y-o-Y Trend
4.7.3. Impact of COVID-19 on the Smart Grid Data Analytics Market
4.7.4. End-user Sentiment Analysis: Comparative Analysis on Spending
4.7.4.1. Increase in Spending
4.7.4.2. Decrease in Spending
4.7.5. Impact of COVID-19 on the Smart Grid Data Analytics Market by End-user
4.7.5.1. Small/ Medium Enterprises
4.7.5.2. Large Enterprises
4.7.5.3. Public Sector
4.7.6. Short Term and Long Term Impact on the Market
4.8. Adoption Analysis of Smart Meter Market, Region
4.8.1. North America
4.8.2. Europe
4.8.3. Asia Pacific
4.8.4. Middle East & Africa
4.8.5. South America
5. Global Smart Grid Data Analytics Market Analysis and Forecast
5.1. Market Revenue Analysis (US$ Mn), 2015-2030
5.1.1. Historic Growth Trends, 2015-2019
5.1.2. Forecast Trends, 2020-2030
6. Global Smart Grid Data Analytics Market Analysis, by Component
6.1. Definitions
6.2. Key Segment Analysis
6.3. Smart Grid Data Analytics Market Size (US$ Mn) Forecast, by Component, 2018 - 2030
6.3.1. Solution
6.3.1.1. AMI Analytics
6.3.1.2. Demand Response Analytics
6.3.1.3. Grid Optimization
6.3.1.4. Asset Management
6.3.1.5. Others (Energy Forecasting and Data Visualization Tools)
6.3.2. Services
6.3.2.1. Professional
6.3.2.2. Managed
7. Global Smart Grid Data Analytics Market Analysis, by Deployment Model
7.1. Definitions
7.2. Key Segment Analysis
7.3. Smart Grid Data Analytics Market Size (US$ Mn) Forecast, by Deployment Model, 2018 - 2030
7.3.1. On-premise
7.3.2. Cloud-based
7.3.3. Hybrid
8. Global Smart Grid Data Analytics Market Analysis, by End-user
8.1. Key Segment Analysis
8.2. Smart Grid Data Analytics Market Size (US$ Mn) Forecast, by End-user, 2018 - 2030
8.2.1. Small/ Medium Enterprises
8.2.2. Large Enterprises
8.2.3. Public Sector
9. Global Smart Grid Data Analytics Market Analysis and Forecast, by Region
9.1. Key Findings
9.2. Smart Grid Data Analytics Market Size (US$ Mn) Forecast, by Region, 2018 - 2030
9.2.1. North America
9.2.2. Europe
9.2.3. Asia Pacific
9.2.4. Middle East & Africa
9.2.5. South America
10. Global Smart Grid Data Analytics Market Analysis, by BSS Solutions (for Utilities)
10.1. Key Segment Analysis
10.2. Smart Grid Data Analytics Market Size (US$ Mn) Forecast, by BSS Solutions (for Utilities), 2018 - 2030
10.2.1. Specialized Solutions (for Back-end)
10.2.1.1. CRM
10.2.1.2. Billing
10.2.1.3. Customer Care
10.2.1.4. Business Intelligence
10.2.1.5. Others
10.2.2. Generalized Solutions (for Front-end)
10.2.2.1. CRM
10.2.2.2. Billing
10.2.2.3. Customer Care
10.2.2.4. Business Intelligence
10.2.2.5. Others
11. Global Smart Grid Data Analytics Market Analysis and Forecast, by BSS Solutions (for Utilities), by Region
11.1. Key Findings
11.2. Smart Grid Data Analytics Market Size (US$ Mn) Forecast, by BSS Solutions (for Utilities), by Region, 2018 - 2030
11.2.1. North America
11.2.2. Europe
11.2.3. Asia Pacific
11.2.4. Middle East & Africa
11.2.5. South America
12. North America Smart Grid Data Analytics Market Analysis
12.1. Key Findings
12.2. Smart Grid Data Analytics Market Size (US$ Mn) Analysis and Forecast (2018 - 2030)
12.2.1. By Component
12.2.2. By Deployment Model
12.2.3. By End-user
12.2.4. By BSS Solutions (for Utilities)
12.3. Smart Grid Data Analytics Market Size (US$ Mn) Forecast, by Country, 2018 - 2030
12.3.1. U.S.
12.3.2. Canada
12.3.3. Mexico
12.4. Smart Grid Data Analytics Market Absolute $ Opportunity Analysis, by Country
12.4.1. U.S.
12.4.2. Canada
12.4.3. Mexico
13. Europe Smart Grid Data Analytics Market Analysis and Forecast
13.1. Key Findings
13.2. Smart Grid Data Analytics Market Size (US$ Mn) Analysis and Forecast (2018 - 2030)
13.2.1. By Component
13.2.2. By Deployment Model
13.2.3. By End-user
13.2.4. By BSS Solutions (for Utilities)
13.3. Smart Grid Data Analytics Market Size (US$ Mn) Forecast, by Country & Sub-region, 2018 - 2030
13.3.1. Germany
13.3.2. U.K.
13.3.3. France
13.3.4. Spain
13.3.5. Italy
13.3.6. Rest of Europe
13.4. Smart Grid Data Analytics Market Absolute $ Opportunity Analysis, by Country & Sub-region
13.4.1. Germany
13.4.2. U.K.
13.4.3. France
13.4.4. Spain
13.4.5. Italy
13.4.6. Rest of Europe
14. APAC Smart Grid Data Analytics Market Analysis and Forecast
14.1. Key Findings
14.2. Smart Grid Data Analytics Market Size (US$ Mn) Analysis and Forecast (2018 - 2030)
14.2.1. By Component
14.2.2. By Deployment Model
14.2.3. By End-user
14.2.4. By BSS Solutions (for Utilities)
14.3. Smart Grid Data Analytics Market Size (US$ Mn) Forecast, by Country & Sub-region, 2018 - 2030
14.3.1. China
14.3.2. India
14.3.3. Japan
14.3.4. ASEAN
14.3.5. Rest of Asia Pacific
14.4. Smart Grid Data Analytics Market Absolute $ Opportunity Analysis, by Country & Sub-region
14.4.1. China
14.4.2. India
14.4.3. Japan
14.4.4. ASEAN
14.4.5. Rest of Asia Pacific
15. Middle East & Africa (MEA) Smart Grid Data Analytics Market Analysis and Forecast
15.1. Key Findings
15.2. Smart Grid Data Analytics Market Size (US$ Mn) Analysis and Forecast (2018 - 2030)
15.2.1. By Component
15.2.2. By Deployment Model
15.2.3. By End-user
15.2.4. By BSS Solutions (for Utilities)
15.3. Smart Grid Data Analytics Market Size (US$ Mn) Forecast, by Country & Sub-region, 2018 - 2030
15.3.1. Saudi Arabia
15.3.2. Kuwait
15.3.3. United Arab Emirates
15.3.4. South Africa
15.3.5. Rest of Middle East & Africa (MEA)
15.4. Smart Grid Data Analytics Market Absolute $ Opportunity Analysis, by Country & Sub-region
15.4.1. Saudi Arabia
15.4.2. Kuwait
15.4.3. United Arab Emirates
15.4.4. South Africa
15.4.5. Rest of Middle East & Africa (MEA)
16. South America Smart Grid Data Analytics Market Analysis and Forecast
16.1. Key Findings
16.2. Smart Grid Data Analytics Market Size (US$ Mn) Analysis and Forecast (2018 - 2030)
16.2.1. By Component
16.2.2. By Deployment Model
16.2.3. By End-user
16.2.4. By BSS Solutions (for Utilities)
16.3. Smart Grid Data Analytics Market Size (US$ Mn) Forecast, by Country & Sub-region, 2018 - 2030
16.3.1. Brazil
16.3.2. Argentina
16.3.3. Rest of South America
16.4. Smart Grid Data Analytics Market Absolute $ Opportunity Analysis, by Country & Sub-region
16.4.1. Brazil
16.4.2. Argentina
16.4.3. Rest of South America
17. Competition Landscape
17.1. Market Competition Matrix, by Leading Players
17.2. Market Revenue Share Analysis (%), by Leading Players (2019)
18. Company Profiles
18.1. ABB Ltd.
18.1.1. Business Overview
18.1.2. Product Portfolio
18.1.3. Geographical Footprint
18.1.4. Revenue and Strategy
18.2. Accenture Plc
18.2.1. Business Overview
18.2.2. Product Portfolio
18.2.3. Geographical Footprint
18.2.4. Revenue and Strategy
18.3. Amdocs Ltd.
18.3.1. Business Overview
18.3.2. Product Portfolio
18.3.3. Geographical Footprint
18.3.4. Revenue and Strategy
18.4. AutoGrid Systems Inc.
18.4.1. Business Overview
18.4.2. Product Portfolio
18.4.3. Geographical Footprint
18.4.4. Revenue and Strategy
18.5. Capgemini SE
18.5.1. Business Overview
18.5.2. Product Portfolio
18.5.3. Geographical Footprint
18.5.4. Revenue and Strategy
18.6. Dell EMC
18.6.1. Business Overview
18.6.2. Product Portfolio
18.6.3. Geographical Footprint
18.6.4. Revenue and Strategy
18.7. General Electric
18.7.1. Business Overview
18.7.2. Product Portfolio
18.7.3. Geographical Footprint
18.7.4. Revenue and Strategy
18.8. Hansen Technologies
18.8.1. Business Overview
18.8.2. Product Portfolio
18.8.3. Geographical Footprint
18.8.4. Revenue and Strategy
18.9. Hewlett-Packard Development Company, L.P.
18.9.1. Business Overview
18.9.2. Product Portfolio
18.9.3. Geographical Footprint
18.9.4. Revenue and Strategy
18.10. Hitachi Ltd.
18.10.1. Business Overview
18.10.2. Product Portfolio
18.10.3. Geographical Footprint
18.10.4. Revenue and Strategy
18.11. IBM Corporation
18.11.1. Business Overview
18.11.2. Product Portfolio
18.11.3. Geographical Footprint
18.11.4. Revenue and Strategy
18.12. Itron Inc.
18.12.1. Business Overview
18.12.2. Product Portfolio
18.12.3. Geographical Footprint
18.12.4. Revenue and Strategy
18.13. NetCracker Technology Corporation
18.13.1. Business Overview
18.13.2. Product Portfolio
18.13.3. Geographical Footprint
18.13.4. Revenue and Strategy
18.14. Oracle Corporation
18.14.1. Business Overview
18.14.2. Product Portfolio
18.14.3. Geographical Footprint
18.14.4. Revenue and Strategy
18.15. SAP SE
18.15.1. Business Overview
18.15.2. Product Portfolio
18.15.3. Geographical Footprint
18.15.4. Revenue and Strategy
18.16. SAS Institute, Inc.
18.16.1. Business Overview
18.16.2. Product Portfolio
18.16.3. Geographical Footprint
18.16.4. Revenue and Strategy
18.17. Schneider Electric SE
18.17.1. Business Overview
18.17.2. Product Portfolio
18.17.3. Geographical Footprint
18.17.4. Revenue and Strategy
18.18. Siemens AG
18.18.1. Business Overview
18.18.2. Product Portfolio
18.18.3. Geographical Footprint
18.18.4. Revenue and Strategy
18.19. Tata Consultancy Services Ltd.
18.19.1. Business Overview
18.19.2. Product Portfolio
18.19.3. Geographical Footprint
18.19.4. Revenue and Strategy
18.20. ZTEsoft Technology Co., Ltd.
18.20.1. Business Overview
18.20.2. Product Portfolio
18.20.3. Geographical Footprint
18.20.4. Revenue and Strategy
19. Key Takeaways
List of Tables
Table 1: Acronyms Used in the Global Smart Grid Data Analytics Market
Table 2: Global Smart Grid Data Analytics Market Revenue Analysis, by North America, by Country, 2018 - 2030 (US$ Mn)
Table 3: Global Smart Grid Data Analytics Market Revenue Analysis, by Europe, by Country, 2018 - 2030 (US$ Mn)
Table 4: Global Smart Grid Data Analytics Market Revenue Analysis, by Asia Pacific, by Country, 2018 - 2030 (US$ Mn)
Table 5: Global Smart Grid Data Analytics Market Revenue Analysis, by Middle East & Africa, by Country, 2018 - 2030 (US$ Mn)
Table 6: Global Smart Grid Data Analytics Market Revenue Analysis, by South America, by Country, 2018 - 2030 (US$ Mn)
Table 7: Global ICT Spending Market Share (%), by Region, 2019
Table 8: Global ICT Spending (US$ Bn) 2019 - 2030
Table 9: Forecast Factors: Relevance and Impact
Table 10: Impact Analysis of Drivers & Restraint
Table 11: List of Emerging, Prominent and Leading Players
Table 12: Mergers & Acquisitions, Expansions
Table 13: Global Smart Grid Data Analytics Market Value (US$ Mn) and BSS Solutions for Utilities Market Value (US$ Mn) Forecast, 2018 - 2030
Table 14: Global Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Component, 2018 - 2030
Table 15: Global Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Deployment Model, 2018 - 2030
Table 16: Global Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by End-user, 2018 - 2030
Table 17: Global Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Region, 2018 - 2030
Table 18: Global BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, 2018 - 2030
Table 19: Global BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, by Specialized Solutions, 2018 - 2030
Table 20: Global BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, by Generalized Solutions, 2018 - 2030
Table 21: Global BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by Region, 2018 - 2030
Table 22: North America Smart Grid Data Analytics Market Value (US$ Mn) and BSS Solutions for Utilities Market Value (US$ Mn) Forecast, 2018 - 2030
Table 23: North America Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Component, 2018 - 2030
Table 24: North America Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Deployment Model, 2018 - 2030
Table 25: North America Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by End-user, 2018 - 2030
Table 26: North America Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Country, 2018 - 2030
Table 27: North America BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, 2018 - 2030
Table 28: North America BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, by Specialized Solutions, 2018 - 2030
Table 29: North America BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, by Generalized Solutions , 2018 - 2030
Table 30: Europe Smart Grid Data Analytics Market Value (US$ Mn) and BSS Solutions for Utilities Market Value (US$ Mn) Forecast, 2018 - 2030
Table 31: Europe Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Component, 2018 - 2030
Table 32: Europe Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Deployment Model, 2018 - 2030
Table 33: Europe Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by End-user, 2018 - 2030
Table 34: Europe Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Country, 2018 - 2030
Table 35: Europe BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, 2018 - 2030
Table 36: Europe BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, by Specialized Solutions, 2018 - 2030
Table 37: Europe BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, by Generalized Solutions , 2018 - 2030
Table 38: Asia Pacific Smart Grid Data Analytics Market Value (US$ Mn) and BSS Solutions for Utilities Market Value (US$ Mn) Forecast, 2018 - 2030
Table 39: Asia Pacific Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Component, 2018 - 2030
Table 40: Asia Pacific Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Deployment Model, 2018 - 2030
Table 41: Asia Pacific Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by End-user, 2018 - 2030
Table 42: Asia Pacific Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Country, 2018 - 2030
Table 43: Asia Pacific BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, 2018 - 2030
Table 44: Asia Pacific BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, by Specialized Solutions, 2018 - 2030
Table 45: Asia Pacific BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, by Generalized Solutions , 2018 - 2030
Table 46: Middle East & Africa Smart Grid Data Analytics Market Value (US$ Mn) and BSS Solutions for Utilities Market Value (US$ Mn) Forecast, 2018 - 2030
Table 47: Middle East & Africa Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Component, 2018 - 2030
Table 48: Middle East & Africa Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Deployment Model, 2018 - 2030
Table 49: Middle East & Africa Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by End-user, 2018 - 2030
Table 50: Middle East & Africa Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Country, 2018 - 2030
Table 51: Middle East & Africa BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, 2018 - 2030
Table 52: Middle East & Africa BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, by Specialized Solutions, 2018 - 2030
Table 53: Middle East & Africa BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, by Generalized Solutions , 2018 - 2030
Table 54: South America Smart Grid Data Analytics Market Value (US$ Mn) and BSS Solutions for Utilities Market Value (US$ Mn) Forecast, 2018 - 2030
Table 55: South America Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Component, 2018 - 2030
Table 56: South America Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Deployment Model, 2018 - 2030
Table 57: South America Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by End-user, 2018 - 2030
Table 58: South America Smart Grid Data Analytics Market Value (US$ Mn) Forecast, by Country, 2018 - 2030
Table 59: South America BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, 2018 - 2030
Table 60: South America BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, by Specialized Solutions, 2018 - 2030
Table 61: South America BSS Solutions (for Utilities) Market Value (US$ Mn) Forecast, by IT Solutions, by Generalized Solutions , 2018 - 2030
List of Figures
Figure 1: Global Smart Grid Data Analytics Market Size (US$ Mn) Forecast, 2018 - 2030
Figure 2: Global Smart Grid Data Analytics Market Revenue (US$ Mn) Opportunity Assessment, by Region, 2020E
Figure 3: Top Segment Analysis
Figure 4: Global Smart Grid Data Analytics Market Revenue (US$ Mn) Opportunity Assessment, by Region, 2030F
Figure 5: Global ICT Spending (US$ Bn), Regional Contribution, 2019
Figure 6: Global ICT Spending (US$ Bn), Spending Type Contribution, 2019
Figure 7: Global ICT Spending (%), by Type, 2019
Figure 8: Global Smart Grid Data Analytics Market Attractiveness Assessment, by Component
Figure 9: Global Smart Grid Data Analytics Market Relative Attractiveness Assessment, by Component
Figure 10: Global Smart Grid Data Analytics Market Attractiveness Assessment, by Deployment Model
Figure 11: Global Smart Grid Data Analytics Market Relative Attractiveness Assessment, by Deployment Model
Figure 12: Global Smart Grid Data Analytics Market Attractiveness Assessment, by End-user
Figure 13: Global Smart Grid Data Analytics Market Relative Attractiveness Assessment, by End-user
Figure 14: Global Smart Grid Data Analytics Market Attractiveness Assessment, by Region
Figure 15: Global Smart Grid Data Analytics Market Relative Attractiveness Assessment, by Region
Figure 16: Global BSS Solutions for Utilities Market Attractiveness Assessment, by IT Solutions
Figure 17: Global BSS Solutions for Utilities Market Relative Attractiveness Assessment, by IT Solutions
Figure 18: Global Smart Grid Data Analytics Market, by Component, CAGR (%) (2020 - 2030)
Figure 19: Global Smart Grid Data Analytics Market, by Deployment Model, CAGR (%) (2020 - 2030)
Figure 20: Global Smart Grid Data Analytics Market, by End-user, CAGR (%) (2020 - 2030)
Figure 21: Global Smart Grid Data Analytics Market, by Region, CAGR (%) (2020 - 2030)
Figure 22: Global BSS Solutions for Utilities Market, by IT Solutions, CAGR (%) (2020 - 2030)
Figure 23: Worldwide ICT Technology Spending YoY Trend
Figure 24: COVID-19 Impact on ICT Spending
Figure 25: Smart Grid Data Analytics Y-o-Y Trend
Figure 26: Adoption of Smart Meter, by Key Countries
Figure 27: Global Smart Grid Data Analytics Market Revenue (US$ Mn) Historic Trends, 2015 - 2019
Figure 28: Global Smart Grid Data Analytics Market Revenue Opportunity (US$ Mn) Historic Trends, 2015 - 2019
Figure 29: Global Smart Grid Data Analytics Market Y-o-Y Growth (Revenue %) Forecast, 2020 - 2030
Figure 30: Global Smart Grid Data Analytics Market Revenue Opportunity (US$ Mn) Forecast, 2020 - 2030
Figure 31: Global Smart Grid Data Analytics Market Value Share Analysis, by Component, 2020
Figure 32: Global Smart Grid Data Analytics Market Value Share Analysis, by Component, 2030
Figure 33: Global Smart Grid Data Analytics Market Value Share Analysis, by Deployment Model, 2020
Figure 34: Global Smart Grid Data Analytics Market Value Share Analysis, by Deployment Model, 2030
Figure 35: Global Smart Grid Data Analytics Market Value Share Analysis, by End-user, 2020
Figure 36: Global Smart Grid Data Analytics Market Value Share Analysis, by End-user, 2030
Figure 37: Global Smart Grid Data Analytics Market Value Share Analysis, by Region, 2020
Figure 38: Global Smart Grid Data Analytics Market Value Share Analysis, by Region, 2030
Figure 39: Global BSS Solutions (for Utilities) Market Value Share Analysis, by IT Solutions, 2020
Figure 40: Global BSS Solutions (for Utilities) Market Value Share Analysis, by IT Solutions, 2030
Figure 41: Global BSS Solutions (for Utilities) Market Value Share Analysis, by Region, 2020
Figure 42: Global BSS Solutions (for Utilities) Market Value Share Analysis, by Region, 2030
Figure 43: North America Smart Grid Data Analytics Market Value Share Analysis, by Component, 2020
Figure 44: North America Smart Grid Data Analytics Market Value Share Analysis, by Component, 2030
Figure 45: North America Smart Grid Data Analytics Market Value Share Analysis, by Deployment Model, 2020
Figure 46: North America Smart Grid Data Analytics Market Value Share Analysis, by Deployment Model, 2030
Figure 47: North America Smart Grid Data Analytics Market Value Share Analysis, by End-user, 2020
Figure 48: North America Smart Grid Data Analytics Market Value Share Analysis, by End-user, 2030
Figure 49: North America Smart Grid Data Analytics Market Value Share Analysis, by Country, 2020
Figure 50: North America Smart Grid Data Analytics Market Value Share Analysis, by Country, 2030
Figure 51: North America BSS Solutions (for Utilities) Market Value Share Analysis, by IT Solutions, 2020
Figure 52: North America BSS Solutions (for Utilities) Market Value Share Analysis, by IT Solutions, 2030
Figure 53: U.S. Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030
Figure 54: Canada Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030
Figure 55: Mexico Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030
Figure 56: Europe Smart Grid Data Analytics Market Value Share Analysis, by Component, 2020
Figure 57: Europe Smart Grid Data Analytics Market Value Share Analysis, by Component, 2030
Figure 58: Europe Smart Grid Data Analytics Market Value Share Analysis, by Deployment Model, 2020
Figure 59: Europe Smart Grid Data Analytics Market Value Share Analysis, by Deployment Model, 2030
Figure 60: Europe Smart Grid Data Analytics Market Value Share Analysis, by End-user, 2020
Figure 61: Europe Smart Grid Data Analytics Market Value Share Analysis, by End-user, 2030
Figure 62: Europe Smart Grid Data Analytics Market Value Share Analysis, by Country, 2020
Figure 63: Europe Smart Grid Data Analytics Market Value Share Analysis, by Country, 2030
Figure 64: Europe BSS Solutions (for Utilities) Market Value Share Analysis, by IT Solutions, 2020
Figure 65: Europe BSS Solutions (for Utilities) Market Value Share Analysis, by IT Solutions, 2030
Figure 66: Germany Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030
Figure 67: U.K. Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030
Figure 68: France Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030
Figure 69: Spain Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030
Figure 70: Italy Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030
Figure 71: Asia Pacific Smart Grid Data Analytics Market Value Share Analysis, by Component, 2020
Figure 72: Asia Pacific Smart Grid Data Analytics Market Value Share Analysis, by Component, 2030
Figure 73: Asia Pacific Smart Grid Data Analytics Market Value Share Analysis, by Deployment Model, 2020
Figure 74: Asia Pacific Smart Grid Data Analytics Market Value Share Analysis, by Deployment Model, 2030
Figure 75: Asia Pacific Smart Grid Data Analytics Market Value Share Analysis, by End-user, 2020
Figure 76: Asia Pacific Smart Grid Data Analytics Market Value Share Analysis, by End-user, 2030
Figure 77: Asia Pacific Smart Grid Data Analytics Market Value Share Analysis, by Country, 2020
Figure 78: Asia Pacific Smart Grid Data Analytics Market Value Share Analysis, by Country, 2030
Figure 79: Asia Pacific BSS Solutions (for Utilities) Market Value Share Analysis, by IT Solutions, 2020
Figure 80: Asia Pacific BSS Solutions (for Utilities) Market Value Share Analysis, by IT Solutions, 2030
Figure 81: China Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030
Figure 82: India Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030
Figure 83: Japan Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030
Figure 84: ASEAN Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030
Figure 85: Middle East & Africa Smart Grid Data Analytics Market Value Share Analysis, by Component, 2020
Figure 86: Middle East & Africa Smart Grid Data Analytics Market Value Share Analysis, by Component, 2030
Figure 87: Middle East & Africa Smart Grid Data Analytics Market Value Share Analysis, by Deployment Model, 2020
Figure 88: Middle East & Africa Smart Grid Data Analytics Market Value Share Analysis, by Deployment Model, 2030
Figure 89: Middle East & Africa Smart Grid Data Analytics Market Value Share Analysis, by End-user, 2020
Figure 90: Middle East & Africa Smart Grid Data Analytics Market Value Share Analysis, by End-user, 2030
Figure 91: Middle East & Africa Smart Grid Data Analytics Market Value Share Analysis, by Country, 2020
Figure 92: Middle East & Africa Smart Grid Data Analytics Market Value Share Analysis, by Country, 2030
Figure 93: Middle East & Africa BSS Solutions (for Utilities) Market Value Share Analysis, by IT Solutions, 2020
Figure 94: Middle East & Africa BSS Solutions (for Utilities) Market Value Share Analysis, by IT Solutions, 2030
Figure 95: Saudi Arabia Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030
Figure 96: Kuwait Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030
Figure 97: United Arab Emirates Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030
Figure 98: South Africa Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030
Figure 99: South America Smart Grid Data Analytics Market Value Share Analysis, by Component, 2020
Figure 100: South America Smart Grid Data Analytics Market Value Share Analysis, by Component, 2030
Figure 101: South America Smart Grid Data Analytics Market Value Share Analysis, by Deployment Model, 2020
Figure 102: South America Smart Grid Data Analytics Market Value Share Analysis, by Deployment Model, 2030
Figure 103: South America Smart Grid Data Analytics Market Value Share Analysis, by End-user, 2020
Figure 104: South America Smart Grid Data Analytics Market Value Share Analysis, by End-user, 2030
Figure 105: South America Smart Grid Data Analytics Market Value Share Analysis, by Country, 2020
Figure 106: South America Smart Grid Data Analytics Market Value Share Analysis, by Country, 2030
Figure 107: South America BSS Solutions (for Utilities) Market Value Share Analysis, by IT Solutions, 2020
Figure 108: South America BSS Solutions (for Utilities) Market Value Share Analysis, by IT Solutions, 2030
Figure 109: Brazil Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030
Figure 110: Argentina Smart Grid Data Analytics Market Opportunity Growth Analysis (US$ Mn) Forecast, 2020 - 2030
Figure 111: Global Smart Grid Data Analytics Market Share Analysis, by Company (2019)