Clickstream Analytics Market Forecast to 2028 - Covid-19 Impact and Global Analysis - by Offering (Software, Services); Deployment Type (On-premise, Cloud); Application (Click Path Optimization, Website/Application Optimization, Customer Analysis, Basket Analysis and Personalization, Traffic Analysis, Others); End-user (BFSI, IT and Telecom, Retail and Ecommerce, Travel and Hospitality, Media and Entertainment, Transportation and Logistics, Energy and Utilities, Others) and Geography

Report Code: TIPRE00009696 | No. of Pages: 150 | Category: Technology, Media and Telecommunications | Status: Upcoming

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MARKET INTRODUCTION

Clickstream analytics is also known as clickstream analysis; it is the process of analyzing, collecting, and reporting data about the pages a website visitor visits. The growing adoption of clickstream analytics among the social media player is triggering the growth of the clickstream analytics market. Increasing penetration towards the internet and growing digitalization are rising the demand for the clickstream analytics market. Clickstream analytics helps to improve the businesses by analyzing the clickstream data, thus increasing deployment of the clickstream analytics that propels the growth of the market.

MARKET DYNAMICS

Growing clickstream data due to the availability of various platforms such as Google, Facebook, Instagram, Twitter, and others are booming the growth of the clickstream analytics market. However, data privacy regulations and the availability of open-source networks is the major restraint for the growth of the clickstream analytics market. Rising the Ecommerce sector leading to unprecedented growth in consumer data and the rapid adoption of mobile technology are expected to boost the growth of the clickstream analytics market. Increasing trends of predictive marketing and multichannel marketing provide a lucrative opportunity for the market player of the clickstream analytics market.

MARKET SCOPE

The "Global Clickstream Analytics Market Analysis to 2028” is a specialized and in-depth study of the Clickstream analytics industry with a special focus on the global market trend analysis. The report aims to provide an overview clickstream analytics market with detailed market segmentation by offering, deployment type, application, end-user, and geography. The global clickstream analytics market is expected to witness high growth during the forecast period. The report provides key statistics on the market status of the leading clickstream analytics market players and offers key trends and opportunities in the clickstream analytics market.

MARKET SEGMENTATION

The global clickstream analytics market is segmented on the basis of offering, deployment type, application, end-user. On the basis offering the market is segmented as software, services. On the basis deployment type the market is segmented as on-premise, cloud. On the basis application the market is segmented as click path optimization, website/application optimization, customer analysis, basket analysis and personalization, traffic analysis, others. On the basis end-user the market is segmented as BFSI, IT and telecom, retail and ecommerce, travel and hospitality, media and entertainment, transportation and logistics, energy and utilities, others.

REGIONAL FRAMEWORK

The report provides a detailed overview of the industry including both qualitative and quantitative information. It provides overview and forecast of the global clickstream analytics market based on various segments. It also provides market size and forecast estimates from year 2020 to 2028 with respect to five major regions, namely; North America, Europe, Asia-Pacific (APAC), Middle East and Africa (MEA) and South America. The clickstream analytics market by each region is later sub-segmented by respective countries and segments. The report covers analysis and forecast of 18 countries globally along with current trend and opportunities prevailing in the region.

The report analyzes factors affecting clickstream analytics market from both demand and supply side and further evaluates market dynamics effecting the market during the forecast period i.e., drivers, restraints, opportunities, and future trend. The report also provides exhaustive PEST analysis for all five regions namely; North America, Europe, APAC, MEA and South America after evaluating political, economic, social and technological factors effecting the clickstream analytics market in these regions.



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MARKET PLAYERS


The reports cover key developments in the clickstream analytics market as organic and inorganic growth strategies. Various companies are focusing on organic growth strategies such as product launches, product approvals and others such as patents and events. Inorganic growth strategies activities witnessed in the market were acquisitions, and partnership & collaborations. These activities have paved way for expansion of business and customer base of market players. The market players from clickstream analytics market are anticipated to lucrative growth opportunities in the future with the rising demand for clickstream analytics in the global market. Below mentioned is the list of few companies engaged in the clickstream analytics market.

The report also includes the profiles of key clickstream analytics companies along with their SWOT analysis and market strategies. In addition, the report focuses on leading industry players with information such as company profiles, components and services offered, financial information of last 3 years, key development in past five years.

  •  Amazon Web Services, Inc.
  •  Google LLC
  •  Hewlett Packard Enterprise Development LP
  •  IBM Corporation
  •  Microsoft Corporation
  •  Oracle Corporation
  •  Qubole Inc.
  •  SAP SE
  •  Talend
  •  Verto Analytics Inc.

    The Insight Partner's dedicated research and analysis team consist of experienced professionals with advanced statistical expertise and offer various customization options in the existing study.


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  • TABLE OF CONTENTS

    1. INTRODUCTION
    1.1. SCOPE OF THE STUDY
    1.2. THE INSIGHT PARTNERS RESEARCH REPORT GUIDANCE
    1.3. MARKET SEGMENTATION
    1.3.1 Clickstream Analytics Market - By Offering
    1.3.2 Clickstream Analytics Market - By Deployment Type
    1.3.3 Clickstream Analytics Market - By Application
    1.3.4 Clickstream Analytics Market - By End-user
    1.3.5 Clickstream Analytics Market - By Region
    1.3.5.1 By Country

    2. KEY TAKEWAYS

    3. RESEARCH METHODOLOGY

    4. CLICKSTREAM ANALYTICS MARKET LANDSCAPE
    4.1. OVERVIEW
    4.2. PEST ANALYSIS
    4.2.1 North America - Pest Analysis
    4.2.2 Europe - Pest Analysis
    4.2.3 Asia-Pacific - Pest Analysis
    4.2.4 Middle East and Africa - Pest Analysis
    4.2.5 South and Central America - Pest Analysis
    4.3. ECOSYSTEM ANALYSIS
    4.4. EXPERT OPINIONS

    5. CLICKSTREAM ANALYTICS MARKET - KEY MARKET DYNAMICS
    5.1. KEY MARKET DRIVERS
    5.2. KEY MARKET RESTRAINTS
    5.3. KEY MARKET OPPORTUNITIES
    5.4. FUTURE TRENDS
    5.5. IMPACT ANALYSIS OF DRIVERS, RESTRAINTS & EXPECTED INFLUENCE OF COVID-19 PANDEMIC

    6. CLICKSTREAM ANALYTICS MARKET - GLOBAL MARKET ANALYSIS
    6.1. CLICKSTREAM ANALYTICS - GLOBAL MARKET OVERVIEW
    6.2. CLICKSTREAM ANALYTICS - GLOBAL MARKET AND FORECAST TO 2028
    6.3. MARKET POSITIONING/MARKET SHARE

    7. CLICKSTREAM ANALYTICS MARKET - REVENUE AND FORECASTS TO 2028 - OFFERING
    7.1. OVERVIEW
    7.2. OFFERING MARKET FORECASTS AND ANALYSIS
    7.3. SOFTWARE
    7.3.1. Overview
    7.3.2. Software Market Forecast and Analysis
    7.4. SERVICES
    7.4.1. Overview
    7.4.2. Services Market Forecast and Analysis
    7.4.3. Professional Services Market
    7.4.3.1. Overview
    7.4.3.2. Professional Services Market Forecast and Analysis
    7.4.4. Managed Services Market
    7.4.4.1. Overview
    7.4.4.2. Managed Services Market Forecast and Analysis
    8. CLICKSTREAM ANALYTICS MARKET - REVENUE AND FORECASTS TO 2028 - DEPLOYMENT TYPE
    8.1. OVERVIEW
    8.2. DEPLOYMENT TYPE MARKET FORECASTS AND ANALYSIS
    8.3. ON-PREMISE
    8.3.1. Overview
    8.3.2. On-premise Market Forecast and Analysis
    8.4. CLOUD
    8.4.1. Overview
    8.4.2. Cloud Market Forecast and Analysis
    9. CLICKSTREAM ANALYTICS MARKET - REVENUE AND FORECASTS TO 2028 - APPLICATION
    9.1. OVERVIEW
    9.2. APPLICATION MARKET FORECASTS AND ANALYSIS
    9.3. CLICK PATH OPTIMIZATION
    9.3.1. Overview
    9.3.2. Click Path Optimization Market Forecast and Analysis
    9.4. WEBSITE/APPLICATION OPTIMIZATION
    9.4.1. Overview
    9.4.2. Website/Application Optimization Market Forecast and Analysis
    9.5. CUSTOMER ANALYSIS
    9.5.1. Overview
    9.5.2. Customer Analysis Market Forecast and Analysis
    9.6. BASKET ANALYSIS AND PERSONALIZATION
    9.6.1. Overview
    9.6.2. Basket Analysis and Personalization Market Forecast and Analysis
    9.7. TRAFFIC ANALYSIS
    9.7.1. Overview
    9.7.2. Traffic Analysis Market Forecast and Analysis
    9.8. OTHERS
    9.8.1. Overview
    9.8.2. Others Market Forecast and Analysis
    10. CLICKSTREAM ANALYTICS MARKET - REVENUE AND FORECASTS TO 2028 - END-USER
    10.1. OVERVIEW
    10.2. END-USER MARKET FORECASTS AND ANALYSIS
    10.3. BFSI
    10.3.1. Overview
    10.3.2. BFSI Market Forecast and Analysis
    10.4. IT AND TELECOM
    10.4.1. Overview
    10.4.2. IT and Telecom Market Forecast and Analysis
    10.5. RETAIL AND ECOMMERCE
    10.5.1. Overview
    10.5.2. Retail and Ecommerce Market Forecast and Analysis
    10.6. TRAVEL AND HOSPITALITY
    10.6.1. Overview
    10.6.2. Travel and Hospitality Market Forecast and Analysis
    10.7. MEDIA AND ENTERTAINMENT
    10.7.1. Overview
    10.7.2. Media and Entertainment Market Forecast and Analysis
    10.8. TRANSPORTATION AND LOGISTICS
    10.8.1. Overview
    10.8.2. Transportation and Logistics Market Forecast and Analysis
    10.9. ENERGY AND UTILITIES
    10.9.1. Overview
    10.9.2. Energy and Utilities Market Forecast and Analysis
    10.10. OTHERS
    10.10.1. Overview
    10.10.2. Others Market Forecast and Analysis

    11. CLICKSTREAM ANALYTICS MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
    11.1. NORTH AMERICA
    11.1.1 North America Clickstream Analytics Market Overview
    11.1.2 North America Clickstream Analytics Market Forecasts and Analysis
    11.1.3 North America Clickstream Analytics Market Forecasts and Analysis - By Offering
    11.1.4 North America Clickstream Analytics Market Forecasts and Analysis - By Deployment Type
    11.1.5 North America Clickstream Analytics Market Forecasts and Analysis - By Application
    11.1.6 North America Clickstream Analytics Market Forecasts and Analysis - By End-user
    11.1.7 North America Clickstream Analytics Market Forecasts and Analysis - By Countries
    11.1.7.1 United States Clickstream Analytics Market
    11.1.7.1.1 United States Clickstream Analytics Market by Offering
    11.1.7.1.2 United States Clickstream Analytics Market by Deployment Type
    11.1.7.1.3 United States Clickstream Analytics Market by Application
    11.1.7.1.4 United States Clickstream Analytics Market by End-user
    11.1.7.2 Canada Clickstream Analytics Market
    11.1.7.2.1 Canada Clickstream Analytics Market by Offering
    11.1.7.2.2 Canada Clickstream Analytics Market by Deployment Type
    11.1.7.2.3 Canada Clickstream Analytics Market by Application
    11.1.7.2.4 Canada Clickstream Analytics Market by End-user
    11.1.7.3 Mexico Clickstream Analytics Market
    11.1.7.3.1 Mexico Clickstream Analytics Market by Offering
    11.1.7.3.2 Mexico Clickstream Analytics Market by Deployment Type
    11.1.7.3.3 Mexico Clickstream Analytics Market by Application
    11.1.7.3.4 Mexico Clickstream Analytics Market by End-user
    11.2. EUROPE
    11.2.1 Europe Clickstream Analytics Market Overview
    11.2.2 Europe Clickstream Analytics Market Forecasts and Analysis
    11.2.3 Europe Clickstream Analytics Market Forecasts and Analysis - By Offering
    11.2.4 Europe Clickstream Analytics Market Forecasts and Analysis - By Deployment Type
    11.2.5 Europe Clickstream Analytics Market Forecasts and Analysis - By Application
    11.2.6 Europe Clickstream Analytics Market Forecasts and Analysis - By End-user
    11.2.7 Europe Clickstream Analytics Market Forecasts and Analysis - By Countries
    11.2.7.1 Germany Clickstream Analytics Market
    11.2.7.1.1 Germany Clickstream Analytics Market by Offering
    11.2.7.1.2 Germany Clickstream Analytics Market by Deployment Type
    11.2.7.1.3 Germany Clickstream Analytics Market by Application
    11.2.7.1.4 Germany Clickstream Analytics Market by End-user
    11.2.7.2 France Clickstream Analytics Market
    11.2.7.2.1 France Clickstream Analytics Market by Offering
    11.2.7.2.2 France Clickstream Analytics Market by Deployment Type
    11.2.7.2.3 France Clickstream Analytics Market by Application
    11.2.7.2.4 France Clickstream Analytics Market by End-user
    11.2.7.3 Italy Clickstream Analytics Market
    11.2.7.3.1 Italy Clickstream Analytics Market by Offering
    11.2.7.3.2 Italy Clickstream Analytics Market by Deployment Type
    11.2.7.3.3 Italy Clickstream Analytics Market by Application
    11.2.7.3.4 Italy Clickstream Analytics Market by End-user
    11.2.7.4 United Kingdom Clickstream Analytics Market
    11.2.7.4.1 United Kingdom Clickstream Analytics Market by Offering
    11.2.7.4.2 United Kingdom Clickstream Analytics Market by Deployment Type
    11.2.7.4.3 United Kingdom Clickstream Analytics Market by Application
    11.2.7.4.4 United Kingdom Clickstream Analytics Market by End-user
    11.2.7.5 Russia Clickstream Analytics Market
    11.2.7.5.1 Russia Clickstream Analytics Market by Offering
    11.2.7.5.2 Russia Clickstream Analytics Market by Deployment Type
    11.2.7.5.3 Russia Clickstream Analytics Market by Application
    11.2.7.5.4 Russia Clickstream Analytics Market by End-user
    11.2.7.6 Rest of Europe Clickstream Analytics Market
    11.2.7.6.1 Rest of Europe Clickstream Analytics Market by Offering
    11.2.7.6.2 Rest of Europe Clickstream Analytics Market by Deployment Type
    11.2.7.6.3 Rest of Europe Clickstream Analytics Market by Application
    11.2.7.6.4 Rest of Europe Clickstream Analytics Market by End-user
    11.3. ASIA-PACIFIC
    11.3.1 Asia-Pacific Clickstream Analytics Market Overview
    11.3.2 Asia-Pacific Clickstream Analytics Market Forecasts and Analysis
    11.3.3 Asia-Pacific Clickstream Analytics Market Forecasts and Analysis - By Offering
    11.3.4 Asia-Pacific Clickstream Analytics Market Forecasts and Analysis - By Deployment Type
    11.3.5 Asia-Pacific Clickstream Analytics Market Forecasts and Analysis - By Application
    11.3.6 Asia-Pacific Clickstream Analytics Market Forecasts and Analysis - By End-user
    11.3.7 Asia-Pacific Clickstream Analytics Market Forecasts and Analysis - By Countries
    11.3.7.1 Australia Clickstream Analytics Market
    11.3.7.1.1 Australia Clickstream Analytics Market by Offering
    11.3.7.1.2 Australia Clickstream Analytics Market by Deployment Type
    11.3.7.1.3 Australia Clickstream Analytics Market by Application
    11.3.7.1.4 Australia Clickstream Analytics Market by End-user
    11.3.7.2 China Clickstream Analytics Market
    11.3.7.2.1 China Clickstream Analytics Market by Offering
    11.3.7.2.2 China Clickstream Analytics Market by Deployment Type
    11.3.7.2.3 China Clickstream Analytics Market by Application
    11.3.7.2.4 China Clickstream Analytics Market by End-user
    11.3.7.3 India Clickstream Analytics Market
    11.3.7.3.1 India Clickstream Analytics Market by Offering
    11.3.7.3.2 India Clickstream Analytics Market by Deployment Type
    11.3.7.3.3 India Clickstream Analytics Market by Application
    11.3.7.3.4 India Clickstream Analytics Market by End-user
    11.3.7.4 Japan Clickstream Analytics Market
    11.3.7.4.1 Japan Clickstream Analytics Market by Offering
    11.3.7.4.2 Japan Clickstream Analytics Market by Deployment Type
    11.3.7.4.3 Japan Clickstream Analytics Market by Application
    11.3.7.4.4 Japan Clickstream Analytics Market by End-user
    11.3.7.5 South Korea Clickstream Analytics Market
    11.3.7.5.1 South Korea Clickstream Analytics Market by Offering
    11.3.7.5.2 South Korea Clickstream Analytics Market by Deployment Type
    11.3.7.5.3 South Korea Clickstream Analytics Market by Application
    11.3.7.5.4 South Korea Clickstream Analytics Market by End-user
    11.3.7.6 Rest of Asia-Pacific Clickstream Analytics Market
    11.3.7.6.1 Rest of Asia-Pacific Clickstream Analytics Market by Offering
    11.3.7.6.2 Rest of Asia-Pacific Clickstream Analytics Market by Deployment Type
    11.3.7.6.3 Rest of Asia-Pacific Clickstream Analytics Market by Application
    11.3.7.6.4 Rest of Asia-Pacific Clickstream Analytics Market by End-user
    11.4. MIDDLE EAST AND AFRICA
    11.4.1 Middle East and Africa Clickstream Analytics Market Overview
    11.4.2 Middle East and Africa Clickstream Analytics Market Forecasts and Analysis
    11.4.3 Middle East and Africa Clickstream Analytics Market Forecasts and Analysis - By Offering
    11.4.4 Middle East and Africa Clickstream Analytics Market Forecasts and Analysis - By Deployment Type
    11.4.5 Middle East and Africa Clickstream Analytics Market Forecasts and Analysis - By Application
    11.4.6 Middle East and Africa Clickstream Analytics Market Forecasts and Analysis - By End-user
    11.4.7 Middle East and Africa Clickstream Analytics Market Forecasts and Analysis - By Countries
    11.4.7.1 South Africa Clickstream Analytics Market
    11.4.7.1.1 South Africa Clickstream Analytics Market by Offering
    11.4.7.1.2 South Africa Clickstream Analytics Market by Deployment Type
    11.4.7.1.3 South Africa Clickstream Analytics Market by Application
    11.4.7.1.4 South Africa Clickstream Analytics Market by End-user
    11.4.7.2 Saudi Arabia Clickstream Analytics Market
    11.4.7.2.1 Saudi Arabia Clickstream Analytics Market by Offering
    11.4.7.2.2 Saudi Arabia Clickstream Analytics Market by Deployment Type
    11.4.7.2.3 Saudi Arabia Clickstream Analytics Market by Application
    11.4.7.2.4 Saudi Arabia Clickstream Analytics Market by End-user
    11.4.7.3 U.A.E Clickstream Analytics Market
    11.4.7.3.1 U.A.E Clickstream Analytics Market by Offering
    11.4.7.3.2 U.A.E Clickstream Analytics Market by Deployment Type
    11.4.7.3.3 U.A.E Clickstream Analytics Market by Application
    11.4.7.3.4 U.A.E Clickstream Analytics Market by End-user
    11.4.7.4 Rest of Middle East and Africa Clickstream Analytics Market
    11.4.7.4.1 Rest of Middle East and Africa Clickstream Analytics Market by Offering
    11.4.7.4.2 Rest of Middle East and Africa Clickstream Analytics Market by Deployment Type
    11.4.7.4.3 Rest of Middle East and Africa Clickstream Analytics Market by Application
    11.4.7.4.4 Rest of Middle East and Africa Clickstream Analytics Market by End-user
    11.5. SOUTH AND CENTRAL AMERICA
    11.5.1 South and Central America Clickstream Analytics Market Overview
    11.5.2 South and Central America Clickstream Analytics Market Forecasts and Analysis
    11.5.3 South and Central America Clickstream Analytics Market Forecasts and Analysis - By Offering
    11.5.4 South and Central America Clickstream Analytics Market Forecasts and Analysis - By Deployment Type
    11.5.5 South and Central America Clickstream Analytics Market Forecasts and Analysis - By Application
    11.5.6 South and Central America Clickstream Analytics Market Forecasts and Analysis - By End-user
    11.5.7 South and Central America Clickstream Analytics Market Forecasts and Analysis - By Countries
    11.5.7.1 Brazil Clickstream Analytics Market
    11.5.7.1.1 Brazil Clickstream Analytics Market by Offering
    11.5.7.1.2 Brazil Clickstream Analytics Market by Deployment Type
    11.5.7.1.3 Brazil Clickstream Analytics Market by Application
    11.5.7.1.4 Brazil Clickstream Analytics Market by End-user
    11.5.7.2 Argentina Clickstream Analytics Market
    11.5.7.2.1 Argentina Clickstream Analytics Market by Offering
    11.5.7.2.2 Argentina Clickstream Analytics Market by Deployment Type
    11.5.7.2.3 Argentina Clickstream Analytics Market by Application
    11.5.7.2.4 Argentina Clickstream Analytics Market by End-user
    11.5.7.3 Rest of South and Central America Clickstream Analytics Market
    11.5.7.3.1 Rest of South and Central America Clickstream Analytics Market by Offering
    11.5.7.3.2 Rest of South and Central America Clickstream Analytics Market by Deployment Type
    11.5.7.3.3 Rest of South and Central America Clickstream Analytics Market by Application
    11.5.7.3.4 Rest of South and Central America Clickstream Analytics Market by End-user

    12. INDUSTRY LANDSCAPE
    12.1. MERGERS AND ACQUISITIONS
    12.2. AGREEMENTS, COLLABORATIONS AND JOIN VENTURES
    12.3. NEW PRODUCT LAUNCHES
    12.4. EXPANSIONS AND OTHER STRATEGIC DEVELOPMENTS

    13. CLICKSTREAM ANALYTICS MARKET, KEY COMPANY PROFILES
    13.1. AMAZON WEB SERVICES, INC.
    13.1.1. Key Facts
    13.1.2. Business Description
    13.1.3. Products and Services
    13.1.4. Financial Overview
    13.1.5. SWOT Analysis
    13.1.6. Key Developments
    13.2. GOOGLE LLC
    13.2.1. Key Facts
    13.2.2. Business Description
    13.2.3. Products and Services
    13.2.4. Financial Overview
    13.2.5. SWOT Analysis
    13.2.6. Key Developments
    13.3. HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP
    13.3.1. Key Facts
    13.3.2. Business Description
    13.3.3. Products and Services
    13.3.4. Financial Overview
    13.3.5. SWOT Analysis
    13.3.6. Key Developments
    13.4. IBM CORPORATION
    13.4.1. Key Facts
    13.4.2. Business Description
    13.4.3. Products and Services
    13.4.4. Financial Overview
    13.4.5. SWOT Analysis
    13.4.6. Key Developments
    13.5. MICROSOFT CORPORATION
    13.5.1. Key Facts
    13.5.2. Business Description
    13.5.3. Products and Services
    13.5.4. Financial Overview
    13.5.5. SWOT Analysis
    13.5.6. Key Developments
    13.6. ORACLE CORPORATION
    13.6.1. Key Facts
    13.6.2. Business Description
    13.6.3. Products and Services
    13.6.4. Financial Overview
    13.6.5. SWOT Analysis
    13.6.6. Key Developments
    13.7. QUBOLE INC.
    13.7.1. Key Facts
    13.7.2. Business Description
    13.7.3. Products and Services
    13.7.4. Financial Overview
    13.7.5. SWOT Analysis
    13.7.6. Key Developments
    13.8. SAP SE
    13.8.1. Key Facts
    13.8.2. Business Description
    13.8.3. Products and Services
    13.8.4. Financial Overview
    13.8.5. SWOT Analysis
    13.8.6. Key Developments
    13.9. TALEND
    13.9.1. Key Facts
    13.9.2. Business Description
    13.9.3. Products and Services
    13.9.4. Financial Overview
    13.9.5. SWOT Analysis
    13.9.6. Key Developments
    13.10. VERTO ANALYTICS INC.
    13.10.1. Key Facts
    13.10.2. Business Description
    13.10.3. Products and Services
    13.10.4. Financial Overview
    13.10.5. SWOT Analysis
    13.10.6. Key Developments

    14. APPENDIX
    14.1. ABOUT THE INSIGHT PARTNERS
    14.2. GLOSSARY OF TERMS
    List of Companies

    1. Amazon Web Services, Inc.
    2. Google LLC
    3. Hewlett Packard Enterprise Development LP
    4. IBM Corporation
    5. Microsoft Corporation
    6. Oracle Corporation
    7. Qubole Inc.
    8. SAP SE
    9. Talend
    10. Verto Analytics Inc.
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