Sensor data analytics is the analytics of data through wireless or wired sensors. It predicts the behavior of devices in service and to track the performance and usage of the products in real-time. Sensor data analytics offers a scalable framework, generates useful insights, improved processing time, reduces data management costs, and correlates multiple data formats from multiple sensors. Thus, the rising demand for the sensor data analytics which propels the growth of the market. Moreover, the rise in need of accuracy in data process management and growing concern over the necessity to put the data in a quantified form also triggers the growth of the sensor data analytics market.
MARKET DYNAMICS
Increasing usages of sensors for a fast process, rising applications of sensor data analytics in smart grid, anomaly detection & diagnosis, fleet management, healthcare sensing, product monitoring, smart appliances, predictive maintenance & reliability analysis, and others are the major factors that likely to enhance the growth of the sensor data analytics market. However, high installation costs and lack of awareness as well as skills may restraint the market growth up to a certain level. Further, an increase in the market of Big Data analytics and rising the adoption of the Internet of Things (IoT) leads to the introduction of advanced sensors that expected to offer lucrative growth opportunities for the sensor data analytics market in the near future.
MARKET SCOPE
The Global Sensor Data Analytics Market Analysis to 2031 is a specialized and in-depth study of the Sensor data analytics industry with a special focus on the global market trend analysis. The report aims to provide an overview sensor data analytics market with detailed market segmentation as component, end-user, and geography. The global sensor data analytics market is expected to witness high growth during the forecast period. The report provides key statistics on the market status of the leading sensor data analytics market players and offers key trends and opportunities in the sensor data analytics market.
MARKET SEGMENTATION
The global sensor data analytics market is segmented on the basis of component, end-user. On the basis of component the market is segmented as hardware, software, services. On the basis of end-user the market is segmented as BFSI, retail, healthcare and life science, manufacturing, transportation and logistics, energy and utilities, public sector, 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 Sensor data analytics market based on various segments. It also provides market size and forecast estimates from year 2021 to 2031 with respect to five major regions, namely; North America, Europe, Asia-Pacific (APAC), Middle East and Africa (MEA) and South America. The Sensor data 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 Sensor data 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 sensor data analytics market in these regions.
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The report provides a detailed overview of the industry including both qualitative and quantitative information. It provides overview and forecast of the global Sensor data analytics market based on various segments. It also provides market size and forecast estimates from year 2021 to 2031 with respect to five major regions, namely; North America, Europe, Asia-Pacific (APAC), Middle East and Africa (MEA) and South America. The Sensor data 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 Sensor data 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 sensor data analytics market in these regions.
MARKET PLAYERS
The reports cover key developments in the sensor data 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 Sensor data analytics market are anticipated to lucrative growth opportunities in the future with the rising demand for sensor data analytics in the global market. Below mentioned is the list of few companies engaged in the sensor data analytics market.
The report also includes the profiles of key sensor data 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.
- AGT International
- Cloudera, Inc.
- Google LLC
- Hewlett-Packard Development Company, L.P.
- IBM Corporation
- Microsoft Corporation
- SAP SE
- Schneider Electric
- Talend
- Tata Consultancy Services Limited
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.
- Sample PDF showcases the content structure and the nature of the information with qualitative and quantitative analysis.
- Request discounts available for Start-Ups & Universities
Report Coverage
Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends
Segment Covered
This text is related
to segments covered.
Regional Scope
North America, Europe, Asia Pacific, Middle East & Africa, South & Central America
Country Scope
This text is related
to country scope.
1.INTRODUCTION
1.1.SCOPE OF THE STUDY
1.2.THE INSIGHT PARTNERS RESEARCH REPORT GUIDANCE
1.3.MARKET SEGMENTATION
1.3.1Sensor Data Analytics Market - By Component
1.3.2Sensor Data Analytics Market - By End-user
1.3.3Sensor Data Analytics Market - By Region
1.3.3.1By Country
2.KEY TAKEAWAYS
3.RESEARCH METHODOLOGY
4.SENSOR DATA ANALYTICS MARKET LANDSCAPE
4.1.OVERVIEW
4.2.PORTER'S FIVE FORCES ANALYSIS
4.2.1Bargaining Power of Buyers
4.2.1Bargaining Power of Suppliers
4.2.1Threat of Substitute
4.2.1Threat of New Entrants
4.2.1Competitive Rivalry
4.3.ECOSYSTEM ANALYSIS
4.4.EXPERT OPINIONS
5.SENSOR DATA 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 AND RESTRAINTS
6.SENSOR DATA ANALYTICS MARKET - GLOBAL MARKET ANALYSIS
6.1.SENSOR DATA ANALYTICS - GLOBAL MARKET OVERVIEW
6.2.SENSOR DATA ANALYTICS - GLOBAL MARKET AND FORECAST TO 2028
6.3.MARKET POSITIONING/MARKET SHARE
7.SENSOR DATA ANALYTICS MARKET - REVENUE AND FORECASTS TO 2028 " COMPONENT
7.1.OVERVIEW
7.2.COMPONENT MARKET FORECASTS AND ANALYSIS
7.3.HARDWARE
7.3.1.Overview
7.3.2.Hardware Market Forecast and Analysis
7.4.SOFTWARE
7.4.1.Overview
7.4.2.Software Market Forecast and Analysis
7.5.SERVICES
7.5.1.Overview
7.5.2.Services Market Forecast and Analysis
8.SENSOR DATA ANALYTICS MARKET - REVENUE AND FORECASTS TO 2028 " END-USER
8.1.OVERVIEW
8.2.END-USER MARKET FORECASTS AND ANALYSIS
8.3.BFSI
8.3.1.Overview
8.3.2.BFSI Market Forecast and Analysis
8.4.RETAIL
8.4.1.Overview
8.4.2.Retail Market Forecast and Analysis
8.5.HEALTHCARE AND LIFE SCIENCE
8.5.1.Overview
8.5.2.Healthcare and Life Science Market Forecast and Analysis
8.6.MANUFACTURING
8.6.1.Overview
8.6.2.Manufacturing Market Forecast and Analysis
8.7.TRANSPORTATION AND LOGISTICS
8.7.1.Overview
8.7.2.Transportation and Logistics Market Forecast and Analysis
8.8.ENERGY AND UTILITIES
8.8.1.Overview
8.8.2.Energy and Utilities Market Forecast and Analysis
8.9.PUBLIC SECTOR
8.9.1.Overview
8.9.2.Public Sector Market Forecast and Analysis
8.10.OTHERS
8.10.1.Overview
8.10.2.Others Market Forecast and Analysis
9.SENSOR DATA ANALYTICS MARKET REVENUE AND FORECASTS TO 2028 " GEOGRAPHICAL ANALYSIS
9.1.NORTH AMERICA
9.1.1North America Sensor Data Analytics Market Overview
9.1.2North America Sensor Data Analytics Market Forecasts and Analysis
9.1.3North America Sensor Data Analytics Market Forecasts and Analysis - By Component
9.1.4North America Sensor Data Analytics Market Forecasts and Analysis - By End-user
9.1.5North America Sensor Data Analytics Market Forecasts and Analysis - By Countries
9.1.5.1United States Sensor Data Analytics Market
9.1.5.1.1United States Sensor Data Analytics Market by Component
9.1.5.1.2United States Sensor Data Analytics Market by End-user
9.1.5.2Canada Sensor Data Analytics Market
9.1.5.2.1Canada Sensor Data Analytics Market by Component
9.1.5.2.2Canada Sensor Data Analytics Market by End-user
9.1.5.3Mexico Sensor Data Analytics Market
9.1.5.3.1Mexico Sensor Data Analytics Market by Component
9.1.5.3.2Mexico Sensor Data Analytics Market by End-user
9.2.EUROPE
9.2.1Europe Sensor Data Analytics Market Overview
9.2.2Europe Sensor Data Analytics Market Forecasts and Analysis
9.2.3Europe Sensor Data Analytics Market Forecasts and Analysis - By Component
9.2.4Europe Sensor Data Analytics Market Forecasts and Analysis - By End-user
9.2.5Europe Sensor Data Analytics Market Forecasts and Analysis - By Countries
9.2.5.1Germany Sensor Data Analytics Market
9.2.5.1.1Germany Sensor Data Analytics Market by Component
9.2.5.1.2Germany Sensor Data Analytics Market by End-user
9.2.5.2France Sensor Data Analytics Market
9.2.5.2.1France Sensor Data Analytics Market by Component
9.2.5.2.2France Sensor Data Analytics Market by End-user
9.2.5.3Italy Sensor Data Analytics Market
9.2.5.3.1Italy Sensor Data Analytics Market by Component
9.2.5.3.2Italy Sensor Data Analytics Market by End-user
9.2.5.4United Kingdom Sensor Data Analytics Market
9.2.5.4.1United Kingdom Sensor Data Analytics Market by Component
9.2.5.4.2United Kingdom Sensor Data Analytics Market by End-user
9.2.5.5Russia Sensor Data Analytics Market
9.2.5.5.1Russia Sensor Data Analytics Market by Component
9.2.5.5.2Russia Sensor Data Analytics Market by End-user
9.2.5.6Rest of Europe Sensor Data Analytics Market
9.2.5.6.1Rest of Europe Sensor Data Analytics Market by Component
9.2.5.6.2Rest of Europe Sensor Data Analytics Market by End-user
9.3.ASIA-PACIFIC
9.3.1Asia-Pacific Sensor Data Analytics Market Overview
9.3.2Asia-Pacific Sensor Data Analytics Market Forecasts and Analysis
9.3.3Asia-Pacific Sensor Data Analytics Market Forecasts and Analysis - By Component
9.3.4Asia-Pacific Sensor Data Analytics Market Forecasts and Analysis - By End-user
9.3.5Asia-Pacific Sensor Data Analytics Market Forecasts and Analysis - By Countries
9.3.5.1Australia Sensor Data Analytics Market
9.3.5.1.1Australia Sensor Data Analytics Market by Component
9.3.5.1.2Australia Sensor Data Analytics Market by End-user
9.3.5.2China Sensor Data Analytics Market
9.3.5.2.1China Sensor Data Analytics Market by Component
9.3.5.2.2China Sensor Data Analytics Market by End-user
9.3.5.3India Sensor Data Analytics Market
9.3.5.3.1India Sensor Data Analytics Market by Component
9.3.5.3.2India Sensor Data Analytics Market by End-user
9.3.5.4Japan Sensor Data Analytics Market
9.3.5.4.1Japan Sensor Data Analytics Market by Component
9.3.5.4.2Japan Sensor Data Analytics Market by End-user
9.3.5.5South Korea Sensor Data Analytics Market
9.3.5.5.1South Korea Sensor Data Analytics Market by Component
9.3.5.5.2South Korea Sensor Data Analytics Market by End-user
9.3.5.6Rest of Asia-Pacific Sensor Data Analytics Market
9.3.5.6.1Rest of Asia-Pacific Sensor Data Analytics Market by Component
9.3.5.6.2Rest of Asia-Pacific Sensor Data Analytics Market by End-user
9.4.MIDDLE EAST AND AFRICA
9.4.1Middle East and Africa Sensor Data Analytics Market Overview
9.4.2Middle East and Africa Sensor Data Analytics Market Forecasts and Analysis
9.4.3Middle East and Africa Sensor Data Analytics Market Forecasts and Analysis - By Component
9.4.4Middle East and Africa Sensor Data Analytics Market Forecasts and Analysis - By End-user
9.4.5Middle East and Africa Sensor Data Analytics Market Forecasts and Analysis - By Countries
9.4.5.1South Africa Sensor Data Analytics Market
9.4.5.1.1South Africa Sensor Data Analytics Market by Component
9.4.5.1.2South Africa Sensor Data Analytics Market by End-user
9.4.5.2Saudi Arabia Sensor Data Analytics Market
9.4.5.2.1Saudi Arabia Sensor Data Analytics Market by Component
9.4.5.2.2Saudi Arabia Sensor Data Analytics Market by End-user
9.4.5.3U.A.E Sensor Data Analytics Market
9.4.5.3.1U.A.E Sensor Data Analytics Market by Component
9.4.5.3.2U.A.E Sensor Data Analytics Market by End-user
9.4.5.4Rest of Middle East and Africa Sensor Data Analytics Market
9.4.5.4.1Rest of Middle East and Africa Sensor Data Analytics Market by Component
9.4.5.4.2Rest of Middle East and Africa Sensor Data Analytics Market by End-user
9.5.SOUTH AND CENTRAL AMERICA
9.5.1South and Central America Sensor Data Analytics Market Overview
9.5.2South and Central America Sensor Data Analytics Market Forecasts and Analysis
9.5.3South and Central America Sensor Data Analytics Market Forecasts and Analysis - By Component
9.5.4South and Central America Sensor Data Analytics Market Forecasts and Analysis - By End-user
9.5.5South and Central America Sensor Data Analytics Market Forecasts and Analysis - By Countries
9.5.5.1Brazil Sensor Data Analytics Market
9.5.5.1.1Brazil Sensor Data Analytics Market by Component
9.5.5.1.2Brazil Sensor Data Analytics Market by End-user
9.5.5.2Argentina Sensor Data Analytics Market
9.5.5.2.1Argentina Sensor Data Analytics Market by Component
9.5.5.2.2Argentina Sensor Data Analytics Market by End-user
9.5.5.3Rest of South and Central America Sensor Data Analytics Market
9.5.5.3.1Rest of South and Central America Sensor Data Analytics Market by Component
9.5.5.3.2Rest of South and Central America Sensor Data Analytics Market by End-user
10.INDUSTRY LANDSCAPE
10.1.MERGERS AND ACQUISITIONS
10.2.AGREEMENTS, COLLABORATIONS AND JOIN VENTURES
10.3.NEW PRODUCT LAUNCHES
10.4.EXPANSIONS AND OTHER STRATEGIC DEVELOPMENTS
11.SENSOR DATA ANALYTICS MARKET, KEY COMPANY PROFILES
11.1.AGT INTERNATIONAL
11.1.1.Key Facts
11.1.2.Business Description
11.1.3.Products and Services
11.1.4.Financial Overview
11.1.5.SWOT Analysis
11.1.6.Key Developments
11.2.CLOUDERA, INC.
11.2.1.Key Facts
11.2.2.Business Description
11.2.3.Products and Services
11.2.4.Financial Overview
11.2.5.SWOT Analysis
11.2.6.Key Developments
11.3.GOOGLE LLC
11.3.1.Key Facts
11.3.2.Business Description
11.3.3.Products and Services
11.3.4.Financial Overview
11.3.5.SWOT Analysis
11.3.6.Key Developments
11.4.HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P.
11.4.1.Key Facts
11.4.2.Business Description
11.4.3.Products and Services
11.4.4.Financial Overview
11.4.5.SWOT Analysis
11.4.6.Key Developments
11.5.IBM CORPORATION
11.5.1.Key Facts
11.5.2.Business Description
11.5.3.Products and Services
11.5.4.Financial Overview
11.5.5.SWOT Analysis
11.5.6.Key Developments
11.6.MICROSOFT CORPORATION
11.6.1.Key Facts
11.6.2.Business Description
11.6.3.Products and Services
11.6.4.Financial Overview
11.6.5.SWOT Analysis
11.6.6.Key Developments
11.7.SAP SE
11.7.1.Key Facts
11.7.2.Business Description
11.7.3.Products and Services
11.7.4.Financial Overview
11.7.5.SWOT Analysis
11.7.6.Key Developments
11.8.SCHNEIDER ELECTRIC
11.8.1.Key Facts
11.8.2.Business Description
11.8.3.Products and Services
11.8.4.Financial Overview
11.8.5.SWOT Analysis
11.8.6.Key Developments
11.9.TALEND
11.9.1.Key Facts
11.9.2.Business Description
11.9.3.Products and Services
11.9.4.Financial Overview
11.9.5.SWOT Analysis
11.9.6.Key Developments
11.10.TATA CONSULTANCY SERVICES LIMITED
11.10.1.Key Facts
11.10.2.Business Description
11.10.3.Products and Services
11.10.4.Financial Overview
11.10.5.SWOT Analysis
11.10.6.Key Developments
12.APPENDIX
12.1.ABOUT THE INSIGHT PARTNERS
12.2.GLOSSARY OF TERMS
1. AGT International
2. Cloudera, Inc.
3. Google LLC
4. Hewlett-Packard Development Company, L.P.
5. IBM Corporation
6. Microsoft Corporation
7. SAP SE
8. Schneider Electric
9. Talend
10. Tata Consultancy Services Limited
The Insight Partners performs research in 4 major stages: Data Collection & Secondary Research, Primary Research, Data Analysis and Data Triangulation & Final Review.
- Data Collection and Secondary Research:
As a market research and consulting firm operating from a decade, we have published many reports and advised several clients across the globe. First step for any study will start with an assessment of currently available data and insights from existing reports. Further, historical and current market information is collected from Investor Presentations, Annual Reports, SEC Filings, etc., and other information related to company’s performance and market positioning are gathered from Paid Databases (Factiva, Hoovers, and Reuters) and various other publications available in public domain.
Several associations trade associates, technical forums, institutes, societies and organizations are accessed to gain technical as well as market related insights through their publications such as research papers, blogs and press releases related to the studies are referred to get cues about the market. Further, white papers, journals, magazines, and other news articles published in the last 3 years are scrutinized and analyzed to understand the current market trends.
- Primary Research:
The primarily interview analysis comprise of data obtained from industry participants interview and answers to survey questions gathered by in-house primary team.
For primary research, interviews are conducted with industry experts/CEOs/Marketing Managers/Sales Managers/VPs/Subject Matter Experts from both demand and supply side to get a 360-degree view of the market. The primary team conducts several interviews based on the complexity of the markets to understand the various market trends and dynamics which makes research more credible and precise.
A typical research interview fulfils the following functions:
- Provides first-hand information on the market size, market trends, growth trends, competitive landscape, and outlook
- Validates and strengthens in-house secondary research findings
- Develops the analysis team’s expertise and market understanding
Primary research involves email interactions and telephone interviews for each market, category, segment, and sub-segment across geographies. The participants who typically take part in such a process include, but are not limited to:
- Industry participants: VPs, business development managers, market intelligence managers and national sales managers
- Outside experts: Valuation experts, research analysts and key opinion leaders specializing in the electronics and semiconductor industry.
Below is the breakup of our primary respondents by company, designation, and region:
Once we receive the confirmation from primary research sources or primary respondents, we finalize the base year market estimation and forecast the data as per the macroeconomic and microeconomic factors assessed during data collection.
- Data Analysis:
Once data is validated through both secondary as well as primary respondents, we finalize the market estimations by hypothesis formulation and factor analysis at regional and country level.
- 3.1 Macro-Economic Factor Analysis:
We analyse macroeconomic indicators such the gross domestic product (GDP), increase in the demand for goods and services across industries, technological advancement, regional economic growth, governmental policies, the influence of COVID-19, PEST analysis, and other aspects. This analysis aids in setting benchmarks for various nations/regions and approximating market splits. Additionally, the general trend of the aforementioned components aid in determining the market's development possibilities.
- 3.2 Country Level Data:
Various factors that are especially aligned to the country are taken into account to determine the market size for a certain area and country, including the presence of vendors, such as headquarters and offices, the country's GDP, demand patterns, and industry growth. To comprehend the market dynamics for the nation, a number of growth variables, inhibitors, application areas, and current market trends are researched. The aforementioned elements aid in determining the country's overall market's growth potential.
- 3.3 Company Profile:
The “Table of Contents” is formulated by listing and analyzing more than 25 - 30 companies operating in the market ecosystem across geographies. However, we profile only 10 companies as a standard practice in our syndicate reports. These 10 companies comprise leading, emerging, and regional players. Nonetheless, our analysis is not restricted to the 10 listed companies, we also analyze other companies present in the market to develop a holistic view and understand the prevailing trends. The “Company Profiles” section in the report covers key facts, business description, products & services, financial information, SWOT analysis, and key developments. The financial information presented is extracted from the annual reports and official documents of the publicly listed companies. Upon collecting the information for the sections of respective companies, we verify them via various primary sources and then compile the data in respective company profiles. The company level information helps us in deriving the base number as well as in forecasting the market size.
- 3.4 Developing Base Number:
Aggregation of sales statistics (2020-2022) and macro-economic factor, and other secondary and primary research insights are utilized to arrive at base number and related market shares for 2022. The data gaps are identified in this step and relevant market data is analyzed, collected from paid primary interviews or databases. On finalizing the base year market size, forecasts are developed on the basis of macro-economic, industry and market growth factors and company level analysis.
- Data Triangulation and Final Review:
The market findings and base year market size calculations are validated from supply as well as demand side. Demand side validations are based on macro-economic factor analysis and benchmarks for respective regions and countries. In case of supply side validations, revenues of major companies are estimated (in case not available) based on industry benchmark, approximate number of employees, product portfolio, and primary interviews revenues are gathered. Further revenue from target product/service segment is assessed to avoid overshooting of market statistics. In case of heavy deviations between supply and demand side values, all thes steps are repeated to achieve synchronization.
We follow an iterative model, wherein we share our research findings with Subject Matter Experts (SME’s) and Key Opinion Leaders (KOLs) until consensus view of the market is not formulated – this model negates any drastic deviation in the opinions of experts. Only validated and universally acceptable research findings are quoted in our reports.
We have important check points that we use to validate our research findings – which we call – data triangulation, where we validate the information, we generate from secondary sources with primary interviews and then we re-validate with our internal data bases and Subject matter experts. This comprehensive model enables us to deliver high quality, reliable data in shortest possible time.
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