Data Prep Market by Platform (Self-Service Data Prep, Data Integration), Tool (Data Curation, Data Cataloguing, Data Quality, Data Ingestion, Data Governance), Deployment, Vertical, and Region - Global Forecast to 2021
“Increasing importance of on-time qualified data is one of the drivers driving the data prep market”
The global data prep market size is estimated to grow from USD 1.46 billion in 2016 to USD 3.93 billion by 2021, at a Compound Annual Growth Rate (CAGR) of 25.2%. There is increase in data traffic due to the exponential growth of big data, analytics, and other technological modules. Hence, there is huge demand for data prep solutions to analyze the data and get actionable insights.
“The data quality tool accounts for the largest market share during the forecast period”
The data prep market by data quality tool is estimated to grow with the largest market share during the forecast period. Data quality tools are being used in various verticals and have various applications. By maintaining data quality before the analytics phase, analysts can blend data easily and build concise predictive models. Data quality tools is also being used for asset & liability management, budgetary control management, general ledger management, payables & receivables management, and profitability management.
“Asia-Pacific is projected to grow at the highest rate during the forecast period”
North America holds the largest market share in 2016 and the trend is expected to continue in the coming years. The data prep market is showing strong positive trends in the region as several companies and industries are adopting data prep at various levels, as a part of their strategy to strive in the market and increase their productivity. The Asia-Pacific (APAC) market is expected to witness exponential growth and is projected to be the fastest growing region for the global data prep market. This is due to the rising demand for data prep solutions and services in this region.
In the process of determining and verifying the market size for several segments and subsegments gathered through secondary research, extensive primary interviews were conducted with key people. The break-up of profiles of primary participants is given below:
1. Alteryx, Inc. (U.S.)
2. Informatica (U.S.)
3. International Business Corporation (U.S.)
4. TIBCO Software, Inc. (U.S.)
5. Microsoft Corporation (U.S.)
6. SAS Institute (U.S.)
7. Datawatch Corporation (U.S.)
8. Tableau Software, Inc. (U.S.)
9. Qlik Technologies Inc. (U.S.)
10. SAP SE (U.S.)
11. Talend (U.S.)
12. Microstrategy Incorporated (U.S.)
Research Coverage:
The report segments the data prep market on the basis of platforms, which include self-service data prep and data integration; tools such as data curation, data cataloging, data quality, data ingestion, and data governance; deployment models which consist of hosted and on-premises; and verticals, which include Banking, Financial Services, and Insurance (BFSI), government, healthcare, retail & e-commerce, manufacturing, energy & utilities, transportation, IT & telecommunication, and others which include real estate, travel & hospitality, and research in the regions of North America, Europe, APAC, Middle East and Africa (MEA), and Latin America.
Reasons to buy the report:
The global data prep market size is estimated to grow from USD 1.46 billion in 2016 to USD 3.93 billion by 2021, at a Compound Annual Growth Rate (CAGR) of 25.2%. There is increase in data traffic due to the exponential growth of big data, analytics, and other technological modules. Hence, there is huge demand for data prep solutions to analyze the data and get actionable insights.
“The data quality tool accounts for the largest market share during the forecast period”
The data prep market by data quality tool is estimated to grow with the largest market share during the forecast period. Data quality tools are being used in various verticals and have various applications. By maintaining data quality before the analytics phase, analysts can blend data easily and build concise predictive models. Data quality tools is also being used for asset & liability management, budgetary control management, general ledger management, payables & receivables management, and profitability management.
“Asia-Pacific is projected to grow at the highest rate during the forecast period”
North America holds the largest market share in 2016 and the trend is expected to continue in the coming years. The data prep market is showing strong positive trends in the region as several companies and industries are adopting data prep at various levels, as a part of their strategy to strive in the market and increase their productivity. The Asia-Pacific (APAC) market is expected to witness exponential growth and is projected to be the fastest growing region for the global data prep market. This is due to the rising demand for data prep solutions and services in this region.
In the process of determining and verifying the market size for several segments and subsegments gathered through secondary research, extensive primary interviews were conducted with key people. The break-up of profiles of primary participants is given below:
- By Company Type: Tier 1: 25%, Tier 2: 39%, and Tier 3: 36%
- By Designation: C-level: 50%, Director level: 35%, and Others: 15%
- By Region: North America: 48%, Europe: 32%, APAC: 20%
1. Alteryx, Inc. (U.S.)
2. Informatica (U.S.)
3. International Business Corporation (U.S.)
4. TIBCO Software, Inc. (U.S.)
5. Microsoft Corporation (U.S.)
6. SAS Institute (U.S.)
7. Datawatch Corporation (U.S.)
8. Tableau Software, Inc. (U.S.)
9. Qlik Technologies Inc. (U.S.)
10. SAP SE (U.S.)
11. Talend (U.S.)
12. Microstrategy Incorporated (U.S.)
Research Coverage:
The report segments the data prep market on the basis of platforms, which include self-service data prep and data integration; tools such as data curation, data cataloging, data quality, data ingestion, and data governance; deployment models which consist of hosted and on-premises; and verticals, which include Banking, Financial Services, and Insurance (BFSI), government, healthcare, retail & e-commerce, manufacturing, energy & utilities, transportation, IT & telecommunication, and others which include real estate, travel & hospitality, and research in the regions of North America, Europe, APAC, Middle East and Africa (MEA), and Latin America.
Reasons to buy the report:
- To get a comprehensive overview of the global data prep market
- To gain wide ranging information about the top players in this market sphere, their product portfolios, and key strategies adopted by them
- To gain insights of the major countries/regions in which the data prep market is flourishing in various industries
1 INTRODUCTION
1.1 OBJECTIVES OF THE STUDY
1.2 MARKET DEFINITION
1.3 MARKET SCOPE
1.3.1 MARKETS COVERED
1.3.2 YEARS CONSIDERED IN THE REPORT
1.4 CURRENCY
1.5 LIMITATIONS
1.6 STAKEHOLDERS
2 RESEARCH METHODOLOGY
2.1 RESEARCH DATA
2.1.1 SECONDARY DATA
2.1.1.1 Key data from secondary sources
2.1.2 PRIMARY DATA
2.1.2.1 Key data from primary sources
2.1.2.2 Key industry insights
2.1.2.3 Breakdown of primaries
2.2 MARKET SIZE ESTIMATION
2.2.1 BOTTOM-UP APPROACH
2.2.2 TOP-DOWN APPROACH
2.3 MARKET BREAKDOWN AND DATA TRIANGULATION
2.4 RESEARCH ASSUMPTIONS
3 EXECUTIVE SUMMARY
4 PREMIUM INSIGHTS
4.1 ATTRACTIVE MARKET OPPORTUNITIES IN THE DATA PREP MARKET
4.2 DATA PREP MARKET, BY PLATFORM
4.3 DATA PREP MARKET, BY REGION AND VERTICAL
4.4 DATA PREP MARKET POTENTIAL
4.5 LIFECYCLE ANALYSIS, BY REGION, 2016
5 MARKET OVERVIEW
5.1 INTRODUCTION
5.2 MARKET EVOLUTION
5.3 MARKET SEGMENTATION
5.3.1 BY PLATFORM
5.3.2 BY TOOL
5.3.3 BY DEPLOYMENT MODEL
5.3.4 BY INDUSTRY VERTICAL
5.3.5 BY REGION
5.4 MARKET DYNAMICS
5.4.1 DRIVERS
5.4.1.1 Increasing importance of on-time qualified data
5.4.1.2 Rising need for adhering to regulatory and compliance requirements
5.4.1.3 Benefits of streamlined business operations
5.4.1.4 Data prep tools help companies in predictive business analytics
5.4.2 RESTRAINTS
5.4.2.1 Presence of data silos
5.4.2.2 Lack of awareness & expertise and other operational challenges
5.4.3 OPPORTUNITIES
5.4.3.1 Evolution of IoT
5.4.3.2 Increasing number of organizations harnessing the advantage of data preparation
5.4.3.3 Need for deploying specific tools and technologies to increase data access and data convergence
5.4.4 CHALLENGES
5.4.4.1 Difficulties in shifting from traditional architecture to new technologies and systems
5.4.4.2 Data security and privacy concerns
6 INDUSTRY TRENDS
6.1 INTRODUCTION
6.2 VALUE CHAIN ANALYSIS
6.3 STRATEGIC BENCHMARKING
6.4 USED CASES
6.4.1 USED CASE 1
6.4.2 USED CASE 2
6.4.3 USED CASE 3
7 DATA PREP MARKET ANALYSIS, BY PLATFORM
7.1 INTRODUCTION
7.2 SELF-SERVICE DATA PREP
7.3 DATA INTEGRATION
8 DATA PREP MARKET ANALYSIS, BY TOOL
8.1 INTRODUCTION
8.2 DATA CURATION
8.3 DATA CATALOGING
8.4 DATA QUALITY
8.5 DATA INGESTION
8.6 DATA GOVERNANCE
9 DATA PREP MARKET, BY DEPLOYMENT MODEL
9.1 INTRODUCTION
9.2 HOSTED
9.3 ON-PREMISES
10 DATA PREP MARKET ANALYSIS, BY VERTICAL
10.1 INTRODUCTION
10.2 BANKING, FINANCIAL SERVICES, AND INSURANCE
10.3 GOVERNMENT
10.4 HEALTHCARE
10.5 RETAIL AND E-COMMERCE
10.6 MANUFACTURING
10.7 ENERGY AND UTILITIES
10.8 TRANSPORTATION
10.9 IT AND TELECOMMUNICATION
10.10 OTHERS
11 GEOGRAPHIC ANALYSIS
11.1 INTRODUCTION
11.2 NORTH AMERICA
11.3 EUROPE
11.4 ASIA-PACIFIC
11.5 MIDDLE EAST AND AFRICA
11.6 LATIN AMERICA
12 COMPETITIVE LANDSCAPE
12.1 OVERVIEW
12.2 COMPETITIVE SITUATIONS AND TRENDS
12.2.1 AGREEMENTS, PARTNERSHIPS, AND COLLABORATIONS
12.2.2 MERGERS AND ACQUISITIONS
12.2.3 NEW PRODUCT LAUNCHES
12.3 VENDOR ANALYSIS
13 COMPANY PROFILES
13.1 INTRODUCTION
(Overview, Financials, Products & Services, Strategy, and Developments)*
13.2 ALTERYX, INC
13.3 INFORMATICA
13.4 INTERNATIONAL BUSINESS MACHINES CORPORATION
13.5 TIBCO SOFTWARE INC.
13.6 MICROSOFT CORPORATION
13.7 SAS INSTITUTE
13.8 DATAWATCH CORPORATION
13.9 TABLEAU SOFTWARE, INC.
13.10 QLIK TECHNOLOGIES INC.
13.11 SAP SE.
13.12 TALEND
13.13 MICROSTRATEGY INCORPORATED
*Details on overview, financials, product & services, strategy, and developments might not be captured in case of unlisted companies.
14 APPENDIX
14.1 KEY INSIGHTS OF INDUSTRY EXPERTS
14.2 DISCUSSION GUIDE
14.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
14.4 INTRODUCING RT: REAL-TIME MARKET INTELLIGENCE
14.5 AVAILABLE CUSTOMIZATION
14.6 RELATED REPORTS
14.7 AUTHOR DETAILS
1.1 OBJECTIVES OF THE STUDY
1.2 MARKET DEFINITION
1.3 MARKET SCOPE
1.3.1 MARKETS COVERED
1.3.2 YEARS CONSIDERED IN THE REPORT
1.4 CURRENCY
1.5 LIMITATIONS
1.6 STAKEHOLDERS
2 RESEARCH METHODOLOGY
2.1 RESEARCH DATA
2.1.1 SECONDARY DATA
2.1.1.1 Key data from secondary sources
2.1.2 PRIMARY DATA
2.1.2.1 Key data from primary sources
2.1.2.2 Key industry insights
2.1.2.3 Breakdown of primaries
2.2 MARKET SIZE ESTIMATION
2.2.1 BOTTOM-UP APPROACH
2.2.2 TOP-DOWN APPROACH
2.3 MARKET BREAKDOWN AND DATA TRIANGULATION
2.4 RESEARCH ASSUMPTIONS
3 EXECUTIVE SUMMARY
4 PREMIUM INSIGHTS
4.1 ATTRACTIVE MARKET OPPORTUNITIES IN THE DATA PREP MARKET
4.2 DATA PREP MARKET, BY PLATFORM
4.3 DATA PREP MARKET, BY REGION AND VERTICAL
4.4 DATA PREP MARKET POTENTIAL
4.5 LIFECYCLE ANALYSIS, BY REGION, 2016
5 MARKET OVERVIEW
5.1 INTRODUCTION
5.2 MARKET EVOLUTION
5.3 MARKET SEGMENTATION
5.3.1 BY PLATFORM
5.3.2 BY TOOL
5.3.3 BY DEPLOYMENT MODEL
5.3.4 BY INDUSTRY VERTICAL
5.3.5 BY REGION
5.4 MARKET DYNAMICS
5.4.1 DRIVERS
5.4.1.1 Increasing importance of on-time qualified data
5.4.1.2 Rising need for adhering to regulatory and compliance requirements
5.4.1.3 Benefits of streamlined business operations
5.4.1.4 Data prep tools help companies in predictive business analytics
5.4.2 RESTRAINTS
5.4.2.1 Presence of data silos
5.4.2.2 Lack of awareness & expertise and other operational challenges
5.4.3 OPPORTUNITIES
5.4.3.1 Evolution of IoT
5.4.3.2 Increasing number of organizations harnessing the advantage of data preparation
5.4.3.3 Need for deploying specific tools and technologies to increase data access and data convergence
5.4.4 CHALLENGES
5.4.4.1 Difficulties in shifting from traditional architecture to new technologies and systems
5.4.4.2 Data security and privacy concerns
6 INDUSTRY TRENDS
6.1 INTRODUCTION
6.2 VALUE CHAIN ANALYSIS
6.3 STRATEGIC BENCHMARKING
6.4 USED CASES
6.4.1 USED CASE 1
6.4.2 USED CASE 2
6.4.3 USED CASE 3
7 DATA PREP MARKET ANALYSIS, BY PLATFORM
7.1 INTRODUCTION
7.2 SELF-SERVICE DATA PREP
7.3 DATA INTEGRATION
8 DATA PREP MARKET ANALYSIS, BY TOOL
8.1 INTRODUCTION
8.2 DATA CURATION
8.3 DATA CATALOGING
8.4 DATA QUALITY
8.5 DATA INGESTION
8.6 DATA GOVERNANCE
9 DATA PREP MARKET, BY DEPLOYMENT MODEL
9.1 INTRODUCTION
9.2 HOSTED
9.3 ON-PREMISES
10 DATA PREP MARKET ANALYSIS, BY VERTICAL
10.1 INTRODUCTION
10.2 BANKING, FINANCIAL SERVICES, AND INSURANCE
10.3 GOVERNMENT
10.4 HEALTHCARE
10.5 RETAIL AND E-COMMERCE
10.6 MANUFACTURING
10.7 ENERGY AND UTILITIES
10.8 TRANSPORTATION
10.9 IT AND TELECOMMUNICATION
10.10 OTHERS
11 GEOGRAPHIC ANALYSIS
11.1 INTRODUCTION
11.2 NORTH AMERICA
11.3 EUROPE
11.4 ASIA-PACIFIC
11.5 MIDDLE EAST AND AFRICA
11.6 LATIN AMERICA
12 COMPETITIVE LANDSCAPE
12.1 OVERVIEW
12.2 COMPETITIVE SITUATIONS AND TRENDS
12.2.1 AGREEMENTS, PARTNERSHIPS, AND COLLABORATIONS
12.2.2 MERGERS AND ACQUISITIONS
12.2.3 NEW PRODUCT LAUNCHES
12.3 VENDOR ANALYSIS
13 COMPANY PROFILES
13.1 INTRODUCTION
(Overview, Financials, Products & Services, Strategy, and Developments)*
13.2 ALTERYX, INC
13.3 INFORMATICA
13.4 INTERNATIONAL BUSINESS MACHINES CORPORATION
13.5 TIBCO SOFTWARE INC.
13.6 MICROSOFT CORPORATION
13.7 SAS INSTITUTE
13.8 DATAWATCH CORPORATION
13.9 TABLEAU SOFTWARE, INC.
13.10 QLIK TECHNOLOGIES INC.
13.11 SAP SE.
13.12 TALEND
13.13 MICROSTRATEGY INCORPORATED
*Details on overview, financials, product & services, strategy, and developments might not be captured in case of unlisted companies.
14 APPENDIX
14.1 KEY INSIGHTS OF INDUSTRY EXPERTS
14.2 DISCUSSION GUIDE
14.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
14.4 INTRODUCING RT: REAL-TIME MARKET INTELLIGENCE
14.5 AVAILABLE CUSTOMIZATION
14.6 RELATED REPORTS
14.7 AUTHOR DETAILS
LIST OF TABLES
Table 1 DATA PREP MARKET SIZE AND GROWTH, 2016–2021 (USD BILLION, Y-O-Y %)
Table 2 DATA PREP MARKET SIZE, BY PLATFORM, 2014–2021 (USD MILLION)
Table 3 SELF-SERVICE DATA PREP: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 4 DATA INTEGRATION: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 5 DATA PREP MARKET SIZE, BY TOOL, 2014–2021 (USD MILLION)
Table 6 DATA CURATION: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 7 DATA CATALOGING: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 8 DATA QUALITY: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 9 DATA INGESTION: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 10 DATA GOVERNANCE: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 11 DATA PREP MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2021 (USD MILLION)
Table 12 HOSTED: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 13 ON-PREMISES: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 14 DATA PREP MARKET SIZE, BY VERTICAL, 2014–2021 (USD MILLION)
Table 15 BANKING, FINANCIAL SERVICES, AND INSURANCE: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 16 GOVERNMENT: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 17 HEALTHCARE: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 18 RETAIL AND E-COMMERCE: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 19 MANUFACTURING: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 20 ENERGY AND UTILITIES: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 21 TRANSPORTATION: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 22 IT AND TELECOMMUNICATION: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 23 OTHERS: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 24 DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 25 NORTH AMERICA: DATA PREP MARKET SIZE, BY PLATFORM, 2014–2021 (USD MILLION)
Table 26 NORTH AMERICA: DATA PREP MARKET SIZE, BY TOOL, 2014–2021 (USD MILLION)
Table 27 NORTH AMERICA: DATA PREP MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2021 (USD MILLION)
Table 28 NORTH AMERICA: DATA PREP MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2021 (USD MILLION)
Table 29 EUROPE: DATA PREP MARKET SIZE, BY PLATFORM, 2014–2021 (USD MILLION)
Table 30 EUROPE: DATA PREP MARKET SIZE, BY TOOL, 2014–2021 (USD MILLION)
Table 31 EUROPE: DATA PREP MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2021 (USD MILLION)
Table 32 EUROPE: DATA PREP MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2021 (USD MILLION)
Table 33 ASIA-PACIFIC: DATA PREP MARKET SIZE, BY PLATFORM, 2014–2021 (USD MILLION)
Table 34 ASIA-PACIFIC: DATA PREP MARKET SIZE, BY TOOL, 2014–2021 (USD MILLION)
Table 35 ASIA-PACIFIC: DATA PREP MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2021 (USD MILLION)
Table 36 ASIA-PACIFIC: DATA PREP MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2021 (USD MILLION)
Table 37 MIDDLE EAST AND AFRICA: DATA PREP MARKET SIZE, BY PLATFORM, 2014–2021 (USD MILLION)
Table 38 MIDDLE EAST AND AFRICA: DATA PREP MARKET SIZE, BY TOOL, 2014–2021 (USD MILLION)
Table 39 MIDDLE EAST AND AFRICA: DATA PREP MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2021 (USD MILLION)
Table 40 MIDDLE EAST AND AFRICA: DATA PREP MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2021 (USD MILLION)
Table 41 LATIN AMERICA: DATA PREP MARKET SIZE, BY PLATFORM, 2014–2021 (USD MILLION)
Table 42 LATIN AMERICA: DATA PREP MARKET SIZE, BY TOOL, 2014–2021 (USD MILLION)
Table 43 LATIN AMERICA: DATA PREP MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2021 (USD MILLION)
Table 44 LATIN AMERICA: DATA PREP MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2021 (USD MILLION)
Table 45 AGREEMENTS, PARTNERSHIPS, AND COLLABORATIONS, 2013–2016
Table 46 MERGERS AND ACQUISITIONS, 2013–2016
Table 47 NEW PRODUCT LAUNCHES, 2013–2016
Table 1 DATA PREP MARKET SIZE AND GROWTH, 2016–2021 (USD BILLION, Y-O-Y %)
Table 2 DATA PREP MARKET SIZE, BY PLATFORM, 2014–2021 (USD MILLION)
Table 3 SELF-SERVICE DATA PREP: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 4 DATA INTEGRATION: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 5 DATA PREP MARKET SIZE, BY TOOL, 2014–2021 (USD MILLION)
Table 6 DATA CURATION: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 7 DATA CATALOGING: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 8 DATA QUALITY: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 9 DATA INGESTION: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 10 DATA GOVERNANCE: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 11 DATA PREP MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2021 (USD MILLION)
Table 12 HOSTED: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 13 ON-PREMISES: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 14 DATA PREP MARKET SIZE, BY VERTICAL, 2014–2021 (USD MILLION)
Table 15 BANKING, FINANCIAL SERVICES, AND INSURANCE: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 16 GOVERNMENT: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 17 HEALTHCARE: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 18 RETAIL AND E-COMMERCE: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 19 MANUFACTURING: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 20 ENERGY AND UTILITIES: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 21 TRANSPORTATION: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 22 IT AND TELECOMMUNICATION: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 23 OTHERS: DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 24 DATA PREP MARKET SIZE, BY REGION, 2014–2021 (USD MILLION)
Table 25 NORTH AMERICA: DATA PREP MARKET SIZE, BY PLATFORM, 2014–2021 (USD MILLION)
Table 26 NORTH AMERICA: DATA PREP MARKET SIZE, BY TOOL, 2014–2021 (USD MILLION)
Table 27 NORTH AMERICA: DATA PREP MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2021 (USD MILLION)
Table 28 NORTH AMERICA: DATA PREP MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2021 (USD MILLION)
Table 29 EUROPE: DATA PREP MARKET SIZE, BY PLATFORM, 2014–2021 (USD MILLION)
Table 30 EUROPE: DATA PREP MARKET SIZE, BY TOOL, 2014–2021 (USD MILLION)
Table 31 EUROPE: DATA PREP MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2021 (USD MILLION)
Table 32 EUROPE: DATA PREP MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2021 (USD MILLION)
Table 33 ASIA-PACIFIC: DATA PREP MARKET SIZE, BY PLATFORM, 2014–2021 (USD MILLION)
Table 34 ASIA-PACIFIC: DATA PREP MARKET SIZE, BY TOOL, 2014–2021 (USD MILLION)
Table 35 ASIA-PACIFIC: DATA PREP MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2021 (USD MILLION)
Table 36 ASIA-PACIFIC: DATA PREP MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2021 (USD MILLION)
Table 37 MIDDLE EAST AND AFRICA: DATA PREP MARKET SIZE, BY PLATFORM, 2014–2021 (USD MILLION)
Table 38 MIDDLE EAST AND AFRICA: DATA PREP MARKET SIZE, BY TOOL, 2014–2021 (USD MILLION)
Table 39 MIDDLE EAST AND AFRICA: DATA PREP MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2021 (USD MILLION)
Table 40 MIDDLE EAST AND AFRICA: DATA PREP MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2021 (USD MILLION)
Table 41 LATIN AMERICA: DATA PREP MARKET SIZE, BY PLATFORM, 2014–2021 (USD MILLION)
Table 42 LATIN AMERICA: DATA PREP MARKET SIZE, BY TOOL, 2014–2021 (USD MILLION)
Table 43 LATIN AMERICA: DATA PREP MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2021 (USD MILLION)
Table 44 LATIN AMERICA: DATA PREP MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2021 (USD MILLION)
Table 45 AGREEMENTS, PARTNERSHIPS, AND COLLABORATIONS, 2013–2016
Table 46 MERGERS AND ACQUISITIONS, 2013–2016
Table 47 NEW PRODUCT LAUNCHES, 2013–2016
LIST OF FIGURES
Figure 1 DATA PREP MARKET: RESEARCH DESIGN
Figure 2 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH
Figure 3 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH
Figure 4 DATA TRIANGULATION
Figure 5 DATA PREP MARKET IS POISED TO WITNESS GROWTH IN THE GLOBAL MARKET FOR THE PERIOD 2016–2021
Figure 6 DATA PREP MARKET SNAPSHOT ON THE BASIS OF PLATFORMS (2016 VS. 2021)
Figure 7 DATA PREP MARKET SNAPSHOT ON THE BASIS OF TOOLS (2016–2021)
Figure 8 DATA PREP MARKET SNAPSHOT ON THE BASIS OF DEPLOYMENT MODEL (2016–2021)
Figure 9 DATA PREP MARKET IS EXPECTED TO WITNESS REMARKABLE GROWTH OPPORTUNITIES DUE TO THE INCREASING IMPORTANCE OF ON-TIME QUALIFIED DATA
Figure 10 SELF-SERVICE DATA PREP PLATFORM IS EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
Figure 11 NORTH AMERICA IS EXPECTED TO HOLD THE LARGEST MARKET SHARE IN THE DATA PREP MARKET
Figure 12 ASIA-PACIFIC IS EXPECTED TO WITNESS THE HIGHEST GROWTH RATE DURING THE FORECAST PERIOD
Figure 13 REGIONAL LIFECYCLE: ASIA-PACIFIC IS EXPECTED TO BE IN THE GROWTH PHASE IN 2016
Figure 14 EVOLUTION OF DATA PREP
Figure 15 DATA PREP MARKET SEGMENTATION: BY PLATFORM
Figure 16 DATA PREP MARKET SEGMENTATION: BY TOOL
Figure 17 DATA PREP MARKET SEGMENTATION: BY DEPLOYMENT MODEL
Figure 18 DATA PREP MARKET SEGMENTATION: BY INDUSTRY VERTICAL
Figure 19 DATA PREP MARKET SEGMENTATION: BY REGION
Figure 20 GROWTH OF THE DATA PREP MARKET DUE TO RISING IMPORTANCE FOR ON-TIME QUALIFIED DATA
Figure 21 VALUE CHAIN ANALYSIS: DATA PREP MARKET
Figure 22 DATA PREP MARKET: STRATEGIC BENCHMARKING (2013-2016)
Figure 23 SELF-SERVICE DATA PREP IS EXPECTED TO GROW AT A HIGHEST CAGR DURING THE FORECAST PERIOD
Figure 24 DATA GOVERNANCE IS EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
Figure 25 HOSTED DATA PREP SEGMENT IS EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
Figure 26 IT AND TELECOMMUNICATION VERTICAL IS EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
Figure 27 GEOGRAPHIC SNAPSHOT: ASIA-PACIFIC IS ESTIMATED TO HAVE THE HIGHEST CAGR IN THE DATA PREP MARKET
Figure 28 NORTH AMERICA IS PROJECTED TO HAVE THE LARGEST MARKET SHARE IN THE DATA PREP MARKET IN THE FORECAST PERIOD
Figure 29 NORTH AMERICA: MARKET SNAPSHOT
Figure 30 EUROPE: MARKET SNAPSHOT
Figure 31 ASIA-PACIFIC: MARKET SNAPSHOT
Figure 32 COMPANIES ADOPTED THE STRATEGY OF NEW PRODUCT LAUNCHES AND NEW PRODUCT DEVELOPMENTS AS THE KEY GROWTH STRATEGY FROM 2015 TO 2016
Figure 33 MARKET EVALUATION FRAMEWORK
Figure 34 BATTLE FOR MARKET SHARE: THE STRATEGY OF NEW PRODUCT LAUNCHES AND NEW PRODUCT DEVELOPMENTS WAS THE KEY STRATEGY ADOPTED BY KEY PLAYERS IN THE DATA PREP MARKET DURING THE PERIOD 2013–2016
Figure 35 VENDOR ANALYSIS: CRITERIA WEIGHTAGE
Figure 36 PRODUCT OFFERINGS COMPARISON
Figure 37 BUSINESS STRATEGY COMPARISON
Figure 38 GEOGRAPHIC REVENUE MIX OF TOP FIVE MARKET PLAYERS
Figure 39 ALTERYX, INC: SWOT ANALYSIS
Figure 40 INFORMATICA: SWOT ANALYSIS
Figure 42 INTERNATIONAL BUSINESS MACHINES CORPORATION: SWOT ANALYSIS
Figure 43 TIBCO SOFTWARE: SWOT ANALYSIS
Figure 44 MICROSOFT CORPORATION: COMPANY SNAPSHOT
Figure 45 MICROSOFT CORPORATION: SWOT ANALYSIS
Figure 46 SAS INSTITUTE: COMPANY SNAPSHOT
Figure 47 DATAWATCH CORPORATION: COMPANY SNAPSHOT
Figure 48 TABLEAU SOFTWARE, INC.: COMPANY SNAPSHOT
Figure 49 QLIK TECHNOLOGIES INC.: COMPANY SNAPSHOT
Figure 50 SAP SE: COMPANY SNAPSHOT
Figure 51 TALEND: COMPANY SNAPSHOT
Figure 52 MICROSTRATEGY, INC.: COMPANY SNAPSHOT
Figure 1 DATA PREP MARKET: RESEARCH DESIGN
Figure 2 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH
Figure 3 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH
Figure 4 DATA TRIANGULATION
Figure 5 DATA PREP MARKET IS POISED TO WITNESS GROWTH IN THE GLOBAL MARKET FOR THE PERIOD 2016–2021
Figure 6 DATA PREP MARKET SNAPSHOT ON THE BASIS OF PLATFORMS (2016 VS. 2021)
Figure 7 DATA PREP MARKET SNAPSHOT ON THE BASIS OF TOOLS (2016–2021)
Figure 8 DATA PREP MARKET SNAPSHOT ON THE BASIS OF DEPLOYMENT MODEL (2016–2021)
Figure 9 DATA PREP MARKET IS EXPECTED TO WITNESS REMARKABLE GROWTH OPPORTUNITIES DUE TO THE INCREASING IMPORTANCE OF ON-TIME QUALIFIED DATA
Figure 10 SELF-SERVICE DATA PREP PLATFORM IS EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
Figure 11 NORTH AMERICA IS EXPECTED TO HOLD THE LARGEST MARKET SHARE IN THE DATA PREP MARKET
Figure 12 ASIA-PACIFIC IS EXPECTED TO WITNESS THE HIGHEST GROWTH RATE DURING THE FORECAST PERIOD
Figure 13 REGIONAL LIFECYCLE: ASIA-PACIFIC IS EXPECTED TO BE IN THE GROWTH PHASE IN 2016
Figure 14 EVOLUTION OF DATA PREP
Figure 15 DATA PREP MARKET SEGMENTATION: BY PLATFORM
Figure 16 DATA PREP MARKET SEGMENTATION: BY TOOL
Figure 17 DATA PREP MARKET SEGMENTATION: BY DEPLOYMENT MODEL
Figure 18 DATA PREP MARKET SEGMENTATION: BY INDUSTRY VERTICAL
Figure 19 DATA PREP MARKET SEGMENTATION: BY REGION
Figure 20 GROWTH OF THE DATA PREP MARKET DUE TO RISING IMPORTANCE FOR ON-TIME QUALIFIED DATA
Figure 21 VALUE CHAIN ANALYSIS: DATA PREP MARKET
Figure 22 DATA PREP MARKET: STRATEGIC BENCHMARKING (2013-2016)
Figure 23 SELF-SERVICE DATA PREP IS EXPECTED TO GROW AT A HIGHEST CAGR DURING THE FORECAST PERIOD
Figure 24 DATA GOVERNANCE IS EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
Figure 25 HOSTED DATA PREP SEGMENT IS EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
Figure 26 IT AND TELECOMMUNICATION VERTICAL IS EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
Figure 27 GEOGRAPHIC SNAPSHOT: ASIA-PACIFIC IS ESTIMATED TO HAVE THE HIGHEST CAGR IN THE DATA PREP MARKET
Figure 28 NORTH AMERICA IS PROJECTED TO HAVE THE LARGEST MARKET SHARE IN THE DATA PREP MARKET IN THE FORECAST PERIOD
Figure 29 NORTH AMERICA: MARKET SNAPSHOT
Figure 30 EUROPE: MARKET SNAPSHOT
Figure 31 ASIA-PACIFIC: MARKET SNAPSHOT
Figure 32 COMPANIES ADOPTED THE STRATEGY OF NEW PRODUCT LAUNCHES AND NEW PRODUCT DEVELOPMENTS AS THE KEY GROWTH STRATEGY FROM 2015 TO 2016
Figure 33 MARKET EVALUATION FRAMEWORK
Figure 34 BATTLE FOR MARKET SHARE: THE STRATEGY OF NEW PRODUCT LAUNCHES AND NEW PRODUCT DEVELOPMENTS WAS THE KEY STRATEGY ADOPTED BY KEY PLAYERS IN THE DATA PREP MARKET DURING THE PERIOD 2013–2016
Figure 35 VENDOR ANALYSIS: CRITERIA WEIGHTAGE
Figure 36 PRODUCT OFFERINGS COMPARISON
Figure 37 BUSINESS STRATEGY COMPARISON
Figure 38 GEOGRAPHIC REVENUE MIX OF TOP FIVE MARKET PLAYERS
Figure 39 ALTERYX, INC: SWOT ANALYSIS
Figure 40 INFORMATICA: SWOT ANALYSIS
Figure 42 INTERNATIONAL BUSINESS MACHINES CORPORATION: SWOT ANALYSIS
Figure 43 TIBCO SOFTWARE: SWOT ANALYSIS
Figure 44 MICROSOFT CORPORATION: COMPANY SNAPSHOT
Figure 45 MICROSOFT CORPORATION: SWOT ANALYSIS
Figure 46 SAS INSTITUTE: COMPANY SNAPSHOT
Figure 47 DATAWATCH CORPORATION: COMPANY SNAPSHOT
Figure 48 TABLEAU SOFTWARE, INC.: COMPANY SNAPSHOT
Figure 49 QLIK TECHNOLOGIES INC.: COMPANY SNAPSHOT
Figure 50 SAP SE: COMPANY SNAPSHOT
Figure 51 TALEND: COMPANY SNAPSHOT
Figure 52 MICROSTRATEGY, INC.: COMPANY SNAPSHOT
