Data Preparation Tools Market Size, Share & Trends Analysis Report By Platform, By Deployment (Cloud, On-premise), By Vertical (IT & Telecom, Retail & E-commerce, BFSI), By Function, And Segment Forecasts, 2018 - 2025

Published: Mar, 2018 | Pages: 100 | Publisher: Grand View Research
Industry: Technology & Media | Report Format: Electronic (PDF)

The global data preparation tools market size is anticipated to reach USD 8.47 billion by 2025, according to a new report by Grand View Research, Inc., exhibiting a CAGR of 25.1% over the forecast period. Data preparation tools can help organizations augment their efficiency by ensuring easy access to data. Increasing demand for data analytics, particularly in IT and retail sectors, is expected to drive demand for data preparation tools.

The growth of the data preparation tools market can be attributed particularly to capabilities of self-service data preparation tools to ensure easy interchangeability, collaboration, and profiling of data. These tools can also address concerns associated with safety of the data. Demand for self-service data preparation tools will continue to increase as data analytics companies continue to demand efficient solutions to access and analyze large volumes of data.

On-premise deployment of data preparation tools accounted for the largest revenue share in 2016 as organizations prefer to adopt conventional data collection and preparation techniques. However, demand for deployment of data preparation tools over the cloud is expected to grow over the forecast period, as cloud deployment can ensure easy access to data via virtual sources.

Data preparation tools help enterprises collect, analyze, and standardize data. The data collection segment accounted for the largest market share of more than 28.0% in 2016. However, the data governance segment is expected to expand noticeably over the forecast period.

North America accounted for the largest share in the data preparation tools market in 2016. Demand for data preparation tools is expected to increase over the forecast period in line with growing adoption of data preparation tools for data analytics in U.S. However, Asia Pacific is expected to exhibit the highest CAGR over the forecast period.

Further key findings from the report suggest:

• Demand for data preparation tools is expected to increase as various companies jointly adopt data governance initiatives

• The market size of the IT and telecom segment is anticipated to expand at a CAGR of 26.8% over the forecast period

• Asia Pacific is expected to witness significant growth over the forecast period owing to large-scale adoption of data preparation tools in retail analytics

• Alteryx, Inc.; Datawatch Corporation; Informatica Corporation; International Business Machines Corporation; Microsoft Corporation; MicroStrategy Incorporated; Qlik Technologies Inc.; SAP SE; SAS Institute Inc.; and Tibco Software Inc. are some of the key players in the market for data preparation tools.

 Table of Contents

Chapter 1 Methodology and Scope
                1.1 Research Methodology
                1.2 Research Scope & Assumptions
                1.3 List of Data Sources
Chapter 2 Executive Summary
                2.1 Data Preparation Tools - Industry Snapshot & Key Buying Criteria, 2016 - 2025
                2.2 Industry Trends
                    2.2.1 Platform
                    2.2.2 Deployment
                    2.2.3 Function
                    2.2.4 Regions
Chapter 3 Industry Outlook
                3.1 Market Definition
                    3.1.1 Market segmentation & scope
                    3.1.2 Platform
                        3.1.2.1 Self Service
                        3.1.2.2 Data Integration
                    3.1.3 Deployment
                        3.1.3.1 On - premise
                        3.1.3.2 Cloud
                    3.1.4 Function
                        3.1.4.1 Data collection
                        3.1.4.2 Data cataloging
                        3.1.4.3 Data quality
                        3.1.4.4 Data governance
                        3.1.4.5 Data ingestion
                        3.1.4.6 Data curation:
                    3.1.5 Verticals
                3.2 Data Preparation Tools Market Growth Prospects
                3.3 Data Preparation Tools - Process Flow Analysis
                3.4 Market Dynamics
                    3.4.1 Market driver analysis
                        3.4.1.1 Importance of effective data on a timely basis
                        3.4.1.2 Self - service data preparation tools
                        3.4.1.3 Data Preparation Tools: Advanced Capabilities
                    3.4.2 Market restraint analysis
                        3.4.2.1 Organizational barriers to data preparation
                3.5 Key Opportunities - Prioritized
                3.6 Company Analysis
                    3.6.1 Key company analysis, 2016
                    3.6.2 Vendor Landscape, 2016
                    3.6.3 Strategic Initiatives Analysis
                        3.6.3.1 Key Acquisitions
                        3.6.3.2 Key Partnerships & Collaboration
                        3.6.3.3 Key New Product Launch
                    3.6.4 Top data preparation tools
                    3.6.5 Startup Analysis
                        3.6.5.1 InfluxData Inc.
                            3.6.5.1.1 Funding Analysis
                            3.6.5.1.2 Key investors
                        3.6.5.2 Crate.io
                            3.6.5.2.1 Funding Analysis
                            3.6.5.2.2 Key investors
                        3.6.5.3 Trifacta
                            3.6.5.3.1 Funding Analysis
                            3.6.5.3.2 Key investors
                        3.6.5.4 Waterline Data
                            3.6.5.4.1 Funding Analysis
                            3.6.5.4.2 Key investors
                        3.6.5.5 ThoughtSpot
                            3.6.5.5.1 Funding Analysis
                            3.6.5.5.2 Key investors
                3.7 Industry Analysis - Porter's
                3.8 Data Preparation Tools - PEST Analysis
Chapter 4 Data Preparation Tools: Platform Estimates & Trend Analysis
                4.1 Data Preparation Tools Market: Platform Movement Analysis
                    4.1.1 Self - service
                        4.1.1.1 Global market estimates and forecasts, 2014 - 2025 (USD Million)
                    4.1.2 Data Integration
                        4.1.2.1 Global market estimates and forecasts, 2014 - 2025 (USD Million)
Chapter 5 Data Preparation Tools: Deployment Estimates & Trend Analysis
                5.1 Data Preparation Tools Market: Deployment Movement Analysis
                    5.1.1 On - premise
                        5.1.1.1 Global market estimates and forecasts, 2014 - 2025 (USD Million)
                    5.1.2 Cloud
                        5.1.2.1 Global market estimates and forecasts, 2014 - 2025 (USD Million)
Chapter 6 Data Preparation Tools: Function Estimates & Trend Analysis
                6.1 Data Preparation Tools Market: Function Movement Analysis
                    6.1.1 Data collection
                        6.1.1.1 Global market estimates and forecasts, 2014 - 2025 (USD Million)
                    6.1.2 Data cataloging
                        6.1.2.1 Global market estimates and forecasts, 2014 - 2025 (USD Million)
                    6.1.3 Data quality
                        6.1.3.1 Global market estimates and forecasts, 2014 - 2025 (USD Million)
                    6.1.4 Data governance
                        6.1.4.1 Global market estimates and forecasts, 2014 - 2025 (USD Million)
                    6.1.5 Data ingestion
                        6.1.5.1 Global market estimates and forecasts, 2014 - 2025 (USD Million)
                    6.1.6 Data curation
                        6.1.6.1 Global market estimates and forecasts, 2014 - 2025 (USD Million)
Chapter 7 Data Preparation Tools: Vertical Estimates & Trend Analysis
                7.1 Data Preparation Tools Market: Vertical Movement Analysis
                    7.1.1 IT & Telecom
                        7.1.1.1 Global market estimates and forecasts, 2014 - 2025 (USD Million)
                    7.1.2 Retail and E - commerce
                        7.1.2.1 Global market estimates and forecasts, 2014 - 2025 (USD Million)
                    7.1.3 BFSI
                        7.2.1.1 Global market estimates and forecasts, 2014 - 2025 (USD Million)
                    7.1.4 Government
                        7.1.4.1 Global market estimates and forecasts, 2014 - 2025 (USD Million)
                    7.1.5 Healthcare
                        7.1.5.1 Global market estimates and forecasts, 2014 - 2025 (USD Million)
                    7.1.6 Energy and Utility
                        7.1.6.1 Global market estimates and forecasts, 2014 - 2025 (USD Million)
                    7.1.7 Transpotation
                        7.1.7.1 Global market estimates and forecasts, 2014 - 2025 (USD Million)
                    7.1.8 Manufacturing
                        7.1.8.1 Global market estimates and forecasts, 2014 - 2025 (USD Million)
                    7.1.9 Others
                        7.1.9.1 Global market estimates and forecasts, 2014 - 2025 (USD Million)
Chapter 8 Data Preparation Tools: Regional Estimates & Trend Analysis
                8.1 Data Preparation Tools Market share by Region, 2016 & 2025
                8.2 North America
                    8.2.1 North America marketplace: Key takeaways
                    8.2.2 North America data preparation tools market
                        8.2.2.1 North America market estimates and forecasts, 2014 - 2025 (USD Million)
                    8.2.3 U.S. data preparation tools market
                        8.2.3.1 U.S. market estimates and forecasts, 2014 - 2025 (USD Million)
                    8.2.4 Canada data preparation tools market
                        8.2.4.1 Canada market estimates and forecasts, 2014 - 2025 (USD Million)
                    8.2.5 Mexico data preparation tools market
                        8.2.5.1 Mexico market estimates and forecasts, 2014 - 2025 (USD Million)
                8.3 Europe
                    8.3.1 Europe marketplace: Key takeaways
                    8.3.2 Europe data preparation tools market
                        8.3.2.1 Europe market estimates and forecasts, 2014 - 2025 (USD Million)
                    8.3.3 U.K. data preparation tools market
                        8.3.3.1 U.K. market estimates and forecasts, 2014 - 2025 (USD Million)
                    8.3.4 Germany data preparation tools market
                        8.3.4.1 Germany market estimates and forecasts, 2014 - 2025 (USD Million)
                    8.3.5 France data preparation tools market
                        8.3.5.1 France market estimates and forecasts, 2014 - 2025 (USD Million)
                8.4 Asia Pacific
                    8.4.1 Asia Pacific marketplace: Key takeaways
                    8.4.2 Asia Pacific data preparation tools market
                        8.4.2.1 Asia Pacific market estimates and forecasts, 2014 - 2025 (USD Million)
                    8.4.3 China data preparation tools market
                        8.4.3.1 China market estimates and forecasts, 2014 - 2025 (USD Million)
                    8.4.4 India data preparation tools market
                        8.4.4.1 India market estimates and forecasts, 2014 - 2025 (USD Million)
                    8.4.5 Japan data preparation tools market
                        8.4.5.1 Japan market estimates and forecasts, 2014 - 2025 (USD Million)
                8.5 South America
                    8.5.1 South America marketplace: Key takeaways
                    8.5.2 South America data preparation tools market
                        8.5.2.1 South America market estimates and forecasts, 2014 - 2025 (USD Million)
                    8.5.3 Brazil data preparation tools market
                        8.5.3.1 Brazil market estimates and forecasts, 2014 - 2025 (USD Million)
                8.6 Middle East and Africa (MEA)
                    8.6.1 MEA marketplace: Key takeaways
                    8.6.2 MEA data preparation tools market
                        8.6.2.1 MEA market estimates and forecasts, 2014 - 2025 (USD Million)
Chapter 9 Competitive Landscape
                    9.1.1 Alteryx, Inc.
                    9.1.2 Company overview
                    9.1.3 Product benchmarking
                    9.1.4 Recent developments
                9.2 Datawatch Corporation
                    9.2.1 Company overview
                    9.2.2 Financial performance
                    9.2.3 Product benchmarking
                    9.2.4 Recent developments
                9.3 Informatica Corporation
                    9.3.1 Company overview
                    9.3.2 Product benchmarking
                    9.3.3 Recent developments
                9.4 International Business Machines Corporation
                    9.4.1 Company overview
                    9.4.2 Financial performance
                    9.4.3 Product benchmarking
                    9.4.4 Recent developments
                9.5 Microsoft Corporation
                    9.5.1 Company overview
                    9.5.2 Financial performance
                    9.5.3 Product benchmarking
                    9.5.4 Recent developments
                9.6 MicroStrategy Incorporated
                    9.6.1 Company overview
                    9.6.2 Financial performance
                    9.6.3 Product benchmarking
                9.7 Qlik Technologies Inc.
                    9.7.1 Company overview
                    9.7.2 Financial performance
                    9.7.3 Product benchmarking
                    9.7.4 Recent developments
                9.8 SAP SE
                    9.8.1 Company overview
                    9.8.2 Financial performance
                    9.8.3 Product benchmarking
                    9.8.4 Recent developments
                9.9 SAS Institute Inc.
                    9.9.1 Company overview
                    9.9.2 Product benchmarking
                    9.9.3 Recent developments
                9.10 Tibco Software Inc.
                    9.10.1 Company overview
                    9.10.2 Product benchmarking
                    9.10.3 Recent developments

List of Tables

TABLE 1 Data Preparation Tools - Industry snapshot & critical success factor, 2016 - 2025
TABLE 2 Global data preparation tools market, 2014-2025 (USD million)
TABLE 3 Global data preparation tools market estimates and forecasts, by platform, 2014 - 2025 (USD million)
TABLE 4 Global data preparation tools market estimates and forecasts, by deployment, 2014 - 2025 (USD million)
TABLE 5 Global data preparation tools market estimates and forecasts, by functions, 2014 - 2025 (USD million)
TABLE 6 Global data preparation tools market estimates and forecasts, by verticals, 2014 - 2025 (USD million)
TABLE 7 Global data preparation tools market estimates and forecasts by region, (USD million), 2014 - 2025
TABLE 8 Global data preparation tools market by self-service, 2014 - 2025 (USD Million)
TABLE 9 Global self-service segment by region, 2014 - 2025 (USD Million)
TABLE 10 Global data preparation tools market by data integration, 2014 - 2025 (USD Million)
TABLE 11 Global data integration segment by region, 2014 - 2025 (USD Million)
TABLE 12 Global data preparation tools market by on-premises, 2014 - 2025 (USD Million)
TABLE 13 Global on-premises segment by region, 2014 - 2025 (USD Million)
TABLE 14 Global data preparation tools market by cloud, 2014 - 2025 (USD Million)
TABLE 15 Global cloud segment by region, 2014 - 2025 (USD Million)
TABLE 16 Global data preparation tools market by data collection, 2014 - 2025 (USD Million)
TABLE 17 Global data collection segment by region, 2014 - 2025 (USD Million)
TABLE 18 Global data preparation tools market by data cataloging, 2014 - 2025 (USD Million)
TABLE 19 Global data cataloging segment by region, 2014 - 2025 (USD Million)
TABLE 20 Global data preparation tools market by data quality, 2014 - 2025 (USD Million)
TABLE 21 Global data quality segment by region, 2014 - 2025 (USD million)
TABLE 22 Global data preparation tools market by data governance, 2014 - 2025 (USD Million)
TABLE 23 Global data governance segment by region, 2014 - 2025 (USD Million)
TABLE 24 Global data preparation tools market by data ingestion, 2014 - 2025 (USD Million)
TABLE 25 Global data ingestion segment by region, 2014 - 2025 (USD Million)
TABLE 26 Global data preparation tools market by data curation, 2014 - 2025 (USD Million)
TABLE 27 Global data curation segment by region, 2014 - 2025 (USD Million)
TABLE 28 Global data preparation tools market by IT & Telecom, 2014 - 2025 (USD Million)
TABLE 29 Global IT & telecom segment by region, 2014 - 2025 (USD Million)
TABLE 30 Global data preparation tools market by retail and e-commerce, 2014 - 2025 (USD Million)
TABLE 31 Global retail and e-commerce segment by region, 2014 - 2025 (USD Million)
TABLE 32 Global data preparation tools market by BFSI, 2014 - 2025 (USD Million)
TABLE 33 Global BFSI segment by region, 2014 - 2025 (USD Million)
TABLE 34 Global data preparation tools market by government, 2014 - 2025 (USD Million)
TABLE 35 Global government segment by region, 2014 - 2025 (USD Million)
TABLE 36 Global data preparation tools market by healthcare, 2014 - 2025 (USD Million)
TABLE 37 Global healthcare segment by region, 2014 - 2025 (USD Million)
TABLE 38 Global data preparation tools market by energy and utility, 2014 - 2025 (USD Million)
TABLE 39 Global energy and utility segment by region, 2014 - 2025 (USD Million)
TABLE 40 Global data preparation tools market by Transportation, 2014 - 2025 (USD Million)
TABLE 41 Global transportation segment by region, 2014 - 2025 (USD Million)
TABLE 42 Global data preparation tools market by manufacturing, 2014 - 2025 (USD Million)
TABLE 43 Global manufacturing segment by region, 2014 - 2025 (USD Million)
TABLE 44 Global data preparation tools market by others, 2014 - 2025 (USD Million)
TABLE 45 Global others segment by region, 2014 - 2025 (USD Million)
TABLE 46 North America data preparation tools market, 2014 - 2025 (USD Million)
TABLE 47 North America data preparation tools market by platform, 2014 - 2025 (USD Million)
TABLE 48 North America data preparation tools market by deployment, 2014 - 2025 (USD Million)
TABLE 49 North America data preparation tools market by function, 2014 - 2025 (USD Million)
TABLE 50 North America data preparation tools market by vertical, 2014 - 2025 (USD Million)
TABLE 51 U.S. data preparation tools market, 2014 - 2025 (USD Million)
TABLE 52 U.S. data preparation tools market by platform, 2014 - 2025 (USD Million)
TABLE 53 U.S. data preparation tools market by deployment, 2014 - 2025 (USD Million)
TABLE 54 U.S. data preparation tools market by function, 2014 - 2025 (USD Million)
TABLE 55 U.S. Data Preparation Tools market by vertical, 2014 - 2025 (USD Million)
TABLE 56 Canada data preparation tools market, 2014 - 2025 (USD Million)
TABLE 57 Canada data preparation tools market by platform, 2014 - 2025 (USD Million)
TABLE 58 Canada data preparation tools market by deployment, 2014 - 2025 (USD Million)
TABLE 59 Canada data preparation tools market by function, 2014 - 2025 (USD Million)
TABLE 60 Canada data preparation tools market by vertical, 2014 - 2025 (USD Million)
TABLE 61 Mexico data preparation tools market, 2014 - 2025 (USD Million)
TABLE 62 Mexico data preparation tools market by platform, 2014 - 2025 (USD Million)
TABLE 63 Mexico data preparation tools market by deployment, 2014 - 2025 (USD Million)
TABLE 64 Mexico data preparation tools market by function, 2014 - 2025 (USD Million)
TABLE 65 Mexico data preparation tools market by vertical, 2014 - 2025 (USD Million)
TABLE 66 Europe data preparation tools market, 2014 - 2025 (USD Million)
TABLE 67 Europe data preparation tools market by platform, 2014 - 2025 (USD Million)
TABLE 68 Europe data preparation tools market by deployment, 2014 - 2025 (USD Million)
TABLE 69 Europe data preparation tools market by function, 2014 - 2025 (USD Million)
TABLE 70 Europe data preparation tools market by vertical, 2014 - 2025 (USD Million)
TABLE 71 U.K. data preparation tools market, 2014 - 2025 (USD Million)
TABLE 72 U.K. data preparation tools market by platform, 2014 - 2025 (USD Million)
TABLE 73 U.K. data preparation tools market by deployment, 2014 - 2025 (USD Million)
TABLE 74 U.K. data preparation tools market by function, 2014 - 2025 (USD Million)
TABLE 75 U.K. data preparation tools market by vertical, 2014 - 2025 (USD Million)
TABLE 76 Germany data preparation tools market, 2014 - 2025 (USD Million)
TABLE 77 Germany data preparation tools market by platform, 2014 - 2025 (USD Million)
TABLE 78 Germany data preparation tools market by deployment, 2014 - 2025 (USD Million)
TABLE 79 Germany data preparation tools market by function, 2014 - 2025 (USD Million)
TABLE 80 Germany data preparation tools market by vertical, 2014 - 2025 (USD million)
TABLE 81 France data preparation tools market, 2014 - 2025 (USD Million)
TABLE 82 France data preparation tools market by platform, 2014 - 2025 (USD Million)
TABLE 83 France data preparation tools market by deployment, 2014 - 2025 (USD Million)
TABLE 84 France data preparation tools market by function, 2014 - 2025 (USD Million)
TABLE 85 France data preparation tools market by vertical, 2014 - 2025 (USD Million)
TABLE 86 Asia Pacific data preparation tools market, 2014 - 2025 (USD Million)
TABLE 87 Asia Pacific data preparation tools market by platform, 2014 - 2025 (USD Million)
TABLE 88 Asia Pacific data preparation tools market by deployment, 2014 - 2025 (USD Million)
TABLE 89 Asia Pacific data preparation tools market by function, 2014 - 2025 (USD Million)
TABLE 90 Asia Pacific data preparation tools market by vertical, 2014 - 2025 (USD Million)
TABLE 91 China data preparation tools market, 2014 - 2025 (USD Million)
TABLE 92 China data preparation tools market by platform, 2014 - 2025 (USD Million)
TABLE 93 China data preparation tools market by deployment, 2014 - 2025 (USD Million)
TABLE 94 China data preparation tools market by function, 2014 - 2025 (USD Million)
TABLE 95 China data preparation tools market by vertical, 2014 - 2025 (USD Million)
TABLE 96 India data preparation tools market, 2014 - 2025 (USD Million)
TABLE 97 India data preparation tools market by platform, 2014 - 2025 (USD Million)
TABLE 98 India data preparation tools market by deployment, 2014 - 2025 (USD Million)
TABLE 99 India data preparation tools market by function, 2014 - 2025 (USD Million)
TABLE 100 India data preparation tools market by vertical, 2014 - 2025 (USD Million)
TABLE 101 Japan data preparation tools market, 2014 - 2025 (USD Million)
TABLE 102 Japan data preparation tools market by platform, 2014 - 2025 (USD Million)
TABLE 103 Japan data preparation tools market by deployment, 2014 - 2025 (USD Million)
TABLE 104 Japan data preparation tools market by function, 2014 - 2025 (USD Million)
TABLE 105 Japan data preparation tools market by vertical, 2014 - 2025 (USD Million)
TABLE 106 South America data preparation tools market, 2014 - 2025 (USD Million)
TABLE 107 South America data preparation tools market by platform, 2014 - 2025 (USD Million)
TABLE 108 South America data preparation tools market by deployment, 2014 - 2025 (USD Million)
TABLE 109 South America data preparation tools market by function, 2014 - 2025 (USD Million)
TABLE 110 South America data preparation tools market by vertical, 2014 - 2025 (USD Million)
TABLE 111 Brazil data preparation tools market, 2014 - 2025 (USD Million)
TABLE 112 Brazil data preparation tools market by platform, 2014 - 2025 (USD Million)
TABLE 113 Brazil data preparation tools market by deployment, 2014 - 2025 (USD Million)
TABLE 114 Brazil data preparation tools market by function, 2014 - 2025 (USD Million)
TABLE 115 Brazil data preparation tools market by vertical, 2014 - 2025 (USD Million)
TABLE 116 MEA data preparation tools market, 2014 - 2025 (USD Million)
TABLE 117 MEA data preparation tools market by platform, 2014 - 2025 (USD Million)
TABLE 118 MEA data preparation tools market by deployment, 2014 - 2025 (USD Million)
TABLE 119 MEA data preparation tools market by function, 2014 - 2025 (USD Million)
TABLE 120 MEA data preparation tools market by vertical, 2014 - 2025 (USD Million)

List of Figures

FIG. 1 Market segmentation & scope
FIG. 2 Data preparation tools market size and growth prospects (Revenue in USD Million) 2014 - 2025
FIG. 3 Data preparation tools - Process flow analysis
FIG. 4 Market dynamics
FIG. 5 Advanced capabilities offered by self - service data preparation tools
FIG. 6 Key opportunities of data preparation tools market, 2025
FIG. 7 Statistical analysis of strategic initiatives by key companies, 2016 & 2017
FIG. 8 Porter's five forces analysis
FIG. 9 PEST Analysis
FIG. 10 Data preparation tools market: Platform movement analysis
FIG. 11 Data preparation tools market: Deployment movement analysis
FIG. 12 Data preparation tools market: Function movement analysis
FIG. 13 Data preparation tools market: Vertical movement analysis
FIG. 14 Regional marketplace: Key takeaways
FIG. 15 Regional outlook, 2016 & 2025
FIG. 16 North America marketplace: Key takeaways
FIG. 17 Europe marketplace: Key takeaways
FIG. 18 Asia Pacific marketplace: Key takeaways
FIG. 19 South America marketplace: Key takeaways
FIG. 20 MEA marketplace: Key takeaways