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COVID-19
The pandemic continues to cause unprecedented disruption across industries worldwide.
Get detailed insights regarding the impact of COVID-19 on the market.

Data Preparation Market: Global Industry Trends, Share, Size, Growth, Opportunity and Forecast 2021-2026

Market Overview:

The global data preparation market exhibited strong growth during 2015-2020. Looking forward, IMARC Group expects the market to grow at a CAGR of around 21% during 2021-2026. Keeping in mind the uncertainties of COVID-19, we are continuously tracking and evaluating the direct as well as the indirect influence of the pandemic on different end use industries. These insights are included in the report as a major market contributor.

Data preparation refers to the process of exploring, combining, organizing, and structuring raw data into curated datasheets. It is mainly used for self-service data integration, science and discovery, and business purposes. It provides consistent and high-quality data to organizations for maximizing their intelligence potential. It assists in standardizing data formats, enriching source data, and removing outliers. As it also aids in making better business decisions, improving data quality, and fixing errors, it finds extensive applications during mergers and acquisitions (M&A) activities worldwide.

Data Preparation Market Trends:

Presently, there is a considerable rise in the volume of data generated by different organizations. This, in confluence with the growing need for profound insights and analysis of consumer behavior and their preferences in real-time, represents one of the key factors catalyzing the demand for data analytics software around the world. Data preparation ensures easy interchangeability, collaboration, and profiling of data. Moreover, as it empowers exploratory analytics, increases analyst productivity, and improves organizational data usage, its application is increasing, especially among telecom, information technology (IT) and retail sectors. Apart from this, the rapid adoption of automation and cloud technologies in enterprises is also contributing to market growth. Furthermore, leading market players are integrating advanced technologies, such as artificial intelligence (AI) and machine learning (ML), with data preparation to read, interpret, and flatten complex data structures. They are also focusing on establishing standards and guidelines for security and their ability to track data lineage and usage, which is creating a favorable market outlook. Besides this, the spread of coronavirus disease (COVID-19) is positively influencing the demand for data preparation software to maintain large datasheets of previous trials and track records of affected patients.

Key Market Segmentation:

IMARC Group provides an analysis of the key trends in each sub-segment of the global data preparation market, along with forecasts at the global, regional and country level from 2021-2026. Our report has categorized the market based on platform, tools, deployment model, enterprise size and end user.

Breakup by Platform:

  • Self-Service
  • Data Integration
     

Breakup by Tools:

  • Data Collection
  • Data Cataloguing
  • Data Quality
  • Data Governance
  • Data Ingestion
  • Data Curation
     

Breakup by Deployment Model:

  • On-premises
  • Cloud-based
     

Breakup by Enterprise Size:

  • Small and Medium-sized Enterprises (SMEs)
  • Large Enterprises
     

Breakup by End User:

  • BFSI
  • Healthcare
  • Retail and E-Commerce
  • Manufacturing
  • Energy and Utilities
  • IT and Telecommunication
  • Transportation
  • Others
     

Breakup by Region:

  • North America
    • United States
    • Canada
  • Asia-Pacific
    • China
    • Japan
    • India
    • South Korea
    • Australia
    • Indonesia
    • Others
  • Europe
    • Germany
    • France
    • United Kingdom
    • Italy
    • Spain
    • Russia
    • Others
  • Latin America
    • Brazil
    • Mexico
    • Others
  • Middle East and Africa
     

Competitive Landscape:

The competitive landscape of the industry has also been examined along with the profiles of the key players being Altair Engineering Inc., Alteryx Inc., Informatica, International Business Machines Corporation, Microsoft Corporation, MicroStrategy Incorporated, Oracle Corporation, Qlik, SAP SE, SAS Institute Inc., Tableau Software LLC (Salesforce.com Inc.) and TIBCO Software Inc.

Report Coverages:

Report Features Details
Base Year of the Analysis 2020
    Historical Period 2015-2020
Forecast Period 2021-2026
Units US$ Billion
Segment Coverage Platform, Tools, Deployment Model, Enterprise Size, End User, Region
Region Covered  Asia Pacific, Europe, North America, Latin America, Middle East and Africa
Countries Covered United States, Canada, Germany, France, United Kingdom, Italy, Spain, Russia, China, Japan, India, South Korea, Australia, Indonesia, Brazil, Mexico
Companies Covered Altair Engineering Inc., Alteryx Inc., Informatica, International Business Machines Corporation, Microsoft Corporation, MicroStrategy Incorporated, Oracle Corporation, Qlik, SAP SE, SAS Institute Inc., Tableau Software LLC (Salesforce.com Inc.) and TIBCO Software Inc.
Customization Scope 10% Free Customization
Report Price and Purchase Option                                     Single User License: US$ 2299
Five User License: US$ 3399
Corporate License: US$ 4499
Post-Sale Analyst Support 10-12 Weeks
Delivery Format PDF and Excel through Email (We can also provide the editable version of the report in PPT/Word format on special request)

 

Key Questions Answered in This Report:

  • How has the global data preparation market performed so far and how will it perform in the coming years?
  • What has been the impact of COVID-19 on the global data preparation market?
  • What are the key regional markets?
  • What is the breakup of the market based on the platform?
  • What is the breakup of the market based on the tools?
  • What is the breakup of the market based on the deployment model?
  • What is the breakup of the market based on the enterprise size?
  • What is the breakup of the market based on the end user?
  • What are the various stages in the value chain of the industry?
  • What are the key driving factors and challenges in the industry?
  • What is the structure of the global data preparation market and who are the key players?
  • What is the degree of competition in the industry?

1    Preface
2    Scope and Methodology

    2.1    Objectives of the Study
    2.2    Stakeholders
    2.3    Data Sources
        2.3.1    Primary Sources
        2.3.2    Secondary Sources
    2.4    Market Estimation
        2.4.1    Bottom-Up Approach
        2.4.2    Top-Down Approach
    2.5    Forecasting Methodology
3    Executive Summary
4    Introduction

    4.1    Overview
    4.2    Key Industry Trends
5    Global Data Preparation Market
    5.1    Market Overview
    5.2    Market Performance
    5.3    Impact of COVID-19
    5.4    Market Forecast
6    Market Breakup by Platform
    6.1    Self-Service
        6.1.1 Market Trends
        6.1.2 Market Forecast
    6.2    Data Integration
        6.2.1 Market Trends
        6.2.2 Market Forecast
7    Market Breakup by Tools
    7.1    Data Collection
        7.1.1 Market Trends
        7.1.2 Market Forecast
    7.2    Data Cataloguing
        7.2.1 Market Trends
        7.2.2 Market Forecast
    7.3    Data Quality
        7.3.1 Market Trends
        7.3.2 Market Forecast
    7.4    Data Governance
        7.4.1 Market Trends
        7.4.2 Market Forecast
    7.5    Data Ingestion
        7.5.1 Market Trends
        7.5.2 Market Forecast
    7.6    Data Curation
        7.6.1 Market Trends
        7.6.2 Market Forecast
8    Market Breakup by Deployment Model
    8.1    On-premises
        8.1.1 Market Trends
        8.1.2 Market Forecast
    8.2    Cloud-based
        8.2.1 Market Trends
        8.2.2 Market Forecast
9    Market Breakup by Enterprise Size
    9.1    Small and Medium-sized Enterprises (SMEs)
        9.1.1 Market Trends
        9.1.2 Market Forecast
    9.2    Large Enterprises
        9.2.1 Market Trends
        9.2.2 Market Forecast
10    Market Breakup by End User
    10.1    BFSI
        10.1.1 Market Trends
        10.1.2 Market Forecast
    10.2    Healthcare
        10.2.1 Market Trends
        10.2.2 Market Forecast
    10.3    Retail and E-Commerce
        10.3.1 Market Trends
        10.3.2 Market Forecast
    10.4    Manufacturing
        10.4.1 Market Trends
        10.4.2 Market Forecast
    10.5    Energy and Utilities
        10.5.1 Market Trends
        10.5.2 Market Forecast
    10.6    IT and Telecommunication
        10.6.1 Market Trends
        10.6.2 Market Forecast
    10.7    Transportation
        10.7.1 Market Trends
        10.7.2 Market Forecast
    10.8    Others
        10.8.1 Market Trends
        10.8.2 Market Forecast
11    Market Breakup by Region
    11.1    North America
        11.1.1 United States
           11.1.1.1 Market Trends
           11.1.1.2 Market Forecast
        11.1.2 Canada
           11.1.2.1 Market Trends
           11.1.2.2 Market Forecast
    11.2    Asia-Pacific
        11.2.1 China
           11.2.1.1 Market Trends
           11.2.1.2 Market Forecast
        11.2.2 Japan
           11.2.2.1 Market Trends
           11.2.2.2 Market Forecast
        11.2.3 India
           11.2.3.1 Market Trends
           11.2.3.2 Market Forecast
        11.2.4 South Korea
           11.2.4.1 Market Trends
           11.2.4.2 Market Forecast
        11.2.5 Australia
           11.2.5.1 Market Trends
           11.2.5.2 Market Forecast
        11.2.6 Indonesia
           11.2.6.1 Market Trends
           11.2.6.2 Market Forecast
        11.2.7 Others
           11.2.7.1 Market Trends
           11.2.7.2 Market Forecast
    11.3    Europe
        11.3.1 Germany
           11.3.1.1 Market Trends
           11.3.1.2 Market Forecast
        11.3.2 France
           11.3.2.1 Market Trends
           11.3.2.2 Market Forecast
        11.3.3 United Kingdom
           11.3.3.1 Market Trends
           11.3.3.2 Market Forecast
        11.3.4 Italy
           11.3.4.1 Market Trends
           11.3.4.2 Market Forecast
        11.3.5 Spain
           11.3.5.1 Market Trends
           11.3.5.2 Market Forecast
        11.3.6 Russia
           11.3.6.1 Market Trends
           11.3.6.2 Market Forecast
        11.3.7 Others
           11.3.7.1 Market Trends
           11.3.7.2 Market Forecast
    11.4    Latin America
        11.4.1 Brazil
           11.4.1.1 Market Trends
           11.4.1.2 Market Forecast
        11.4.2 Mexico
           11.4.2.1 Market Trends
           11.4.2.2 Market Forecast
        11.4.3 Others
           11.4.3.1 Market Trends
           11.4.3.2 Market Forecast
    11.5    Middle East and Africa
        11.5.1 Market Trends
        11.5.2 Market Breakup by Country
        11.5.3 Market Forecast
12    SWOT Analysis
    12.1    Overview
    12.2    Strengths
    12.3    Weaknesses
    12.4    Opportunities
    12.5    Threats
13    Value Chain Analysis
14    Porters Five Forces Analysis

    14.1    Overview
    14.2    Bargaining Power of Buyers
    14.3    Bargaining Power of Suppliers
    14.4    Degree of Competition
    14.5    Threat of New Entrants
    14.6    Threat of Substitutes
15    Price Analysis
16    Competitive Landscape

    16.1    Market Structure
    16.2    Key Players
    16.3    Profiles of Key Players
        16.3.1    Altair Engineering Inc.
           16.3.1.1 Company Overview
           16.3.1.2 Product Portfolio
           16.3.1.3 Financials
        16.3.2    Alteryx Inc.
           16.3.2.1 Company Overview
           16.3.2.2 Product Portfolio
           16.3.2.3 Financials
        16.3.3    Informatica
           16.3.3.1 Company Overview
           16.3.3.2 Product Portfolio
        16.3.4    International Business Machines Corporation
           16.3.4.1 Company Overview
           16.3.4.2 Product Portfolio
           16.3.4.3 Financials
           16.3.4.4 SWOT Analysis
        16.3.5    Microsoft Corporation
           16.3.5.1 Company Overview
           16.3.5.2 Product Portfolio
           16.3.5.3 Financials
           16.3.5.4 SWOT Analysis
        16.3.6    MicroStrategy Incorporated
           16.3.6.1 Company Overview
           16.3.6.2 Product Portfolio
           16.3.6.3 Financials
           16.3.6.4 SWOT Analysis
        16.3.7    Oracle Corporation
           16.3.7.1 Company Overview
           16.3.7.2 Product Portfolio
           16.3.7.3 Financials
           16.3.7.4 SWOT Analysis
        16.3.8    Qlik
           16.3.8.1 Company Overview
           16.3.8.2 Product Portfolio
        16.3.9    SAP SE
           16.3.9.1 Company Overview
           16.3.9.2 Product Portfolio
           16.3.9.3 Financials
           16.3.9.4 SWOT Analysis
        16.3.10    SAS Institute Inc.
           16.3.10.1 Company Overview
           16.3.10.2 Product Portfolio
           16.3.10.3 SWOT Analysis
        16.3.11    Tableau Software LLC (Salesforce.com Inc.)
           16.3.11.1 Company Overview
           16.3.11.2 Product Portfolio
        16.3.12    TIBCO Software Inc.
           16.3.12.1 Company Overview
           16.3.12.2 Product Portfolio
           16.3.12.3 SWOT Analysis

List of Figures

Figure 1: Global: Data Preparation Market: Major Drivers and Challenges
Figure 2: Global: Data Preparation Market: Sales Value (in Billion US$), 2015-2020
Figure 3: Global: Data Preparation Market Forecast: Sales Value (in Billion US$), 2021-2026
Figure 4: Global: Data Preparation Market: Breakup by Platform (in %), 2020
Figure 5: Global: Data Preparation Market: Breakup by Tools (in %), 2020
Figure 6: Global: Data Preparation Market: Breakup by Deployment Model (in %), 2020
Figure 7: Global: Data Preparation Market: Breakup by Enterprise Size (in %), 2020
Figure 8: Global: Data Preparation Market: Breakup by End User (in %), 2020
Figure 9: Global: Data Preparation Market: Breakup by Region (in %), 2020
Figure 10: Global: Data Preparation (Self-Service) Market: Sales Value (in Million US$), 2015 & 2020
Figure 11: Global: Data Preparation (Self-Service) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 12: Global: Data Preparation (Data Integration) Market: Sales Value (in Million US$), 2015 & 2020
Figure 13: Global: Data Preparation (Data Integration) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 14: Global: Data Preparation (Data Collection) Market: Sales Value (in Million US$), 2015 & 2020
Figure 15: Global: Data Preparation (Data Collection) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 16: Global: Data Preparation (Data Cataloguing) Market: Sales Value (in Million US$), 2015 & 2020
Figure 17: Global: Data Preparation (Data Cataloguing) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 18: Global: Data Preparation (Data Quality) Market: Sales Value (in Million US$), 2015 & 2020
Figure 19: Global: Data Preparation (Data Quality) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 20: Global: Data Preparation (Data Governance) Market: Sales Value (in Million US$), 2015 & 2020
Figure 21: Global: Data Preparation (Data Governance) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 22: Global: Data Preparation (Data Ingestion) Market: Sales Value (in Million US$), 2015 & 2020
Figure 23: Global: Data Preparation (Data Ingestion) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 24: Global: Data Preparation (Data Curation) Market: Sales Value (in Million US$), 2015 & 2020
Figure 25: Global: Data Preparation (Data Curation) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 26: Global: Data Preparation (On-premises) Market: Sales Value (in Million US$), 2015 & 2020
Figure 27: Global: Data Preparation (On-premises) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 28: Global: Data Preparation (Cloud-based) Market: Sales Value (in Million US$), 2015 & 2020
Figure 29: Global: Data Preparation (Cloud-based) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 30: Global: Data Preparation (Small and Medium-sized Enterprises (SMEs)) Market: Sales Value (in Million US$), 2015 & 2020
Figure 31: Global: Data Preparation (Small and Medium-sized Enterprises (SMEs)) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 32: Global: Data Preparation (Large Enterprises) Market: Sales Value (in Million US$), 2015 & 2020
Figure 33: Global: Data Preparation (Large Enterprises) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 34: Global: Data Preparation (BFSI) Market: Sales Value (in Million US$), 2015 & 2020
Figure 35: Global: Data Preparation (BFSI) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 36: Global: Data Preparation (Healthcare) Market: Sales Value (in Million US$), 2015 & 2020
Figure 37: Global: Data Preparation (Healthcare) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 38: Global: Data Preparation (Retail and E-Commerce) Market: Sales Value (in Million US$), 2015 & 2020
Figure 39: Global: Data Preparation (Retail and E-Commerce) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 40: Global: Data Preparation (Manufacturing) Market: Sales Value (in Million US$), 2015 & 2020
Figure 41: Global: Data Preparation (Manufacturing) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 42: Global: Data Preparation (Energy and Utilities) Market: Sales Value (in Million US$), 2015 & 2020
Figure 43: Global: Data Preparation (Energy and Utilities) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 44: Global: Data Preparation (IT and Telecommunication) Market: Sales Value (in Million US$), 2015 & 2020
Figure 45: Global: Data Preparation (IT and Telecommunication) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 46: Global: Data Preparation (Transportation) Market: Sales Value (in Million US$), 2015 & 2020
Figure 47: Global: Data Preparation (Transportation) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 48: Global: Data Preparation (Other End Use Industries) Market: Sales Value (in Million US$), 2015 & 2020
Figure 49: Global: Data Preparation (Other End Use Industries) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 50: North America: Data Preparation Market: Sales Value (in Million US$), 2015 & 2020
Figure 51: North America: Data Preparation Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 52: United States: Data Preparation Market: Sales Value (in Million US$), 2015 & 2020
Figure 53: United States: Data Preparation Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 54: Canada: Data Preparation Market: Sales Value (in Million US$), 2015 & 2020
Figure 55: Canada: Data Preparation Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 56: Asia-Pacific: Data Preparation Market: Sales Value (in Million US$), 2015 & 2020
Figure 57: Asia-Pacific: Data Preparation Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 58: China: Data Preparation Market: Sales Value (in Million US$), 2015 & 2020
Figure 59: China: Data Preparation Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 60: Japan: Data Preparation Market: Sales Value (in Million US$), 2015 & 2020
Figure 61: Japan: Data Preparation Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 62: India: Data Preparation Market: Sales Value (in Million US$), 2015 & 2020
Figure 63: India: Data Preparation Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 64: South Korea: Data Preparation Market: Sales Value (in Million US$), 2015 & 2020
Figure 65: South Korea: Data Preparation Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 66: Australia: Data Preparation Market: Sales Value (in Million US$), 2015 & 2020
Figure 67: Australia: Data Preparation Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 68: Indonesia: Data Preparation Market: Sales Value (in Million US$), 2015 & 2020
Figure 69: Indonesia: Data Preparation Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 70: Others: Data Preparation Market: Sales Value (in Million US$), 2015 & 2020
Figure 71: Others: Data Preparation Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 72: Europe: Data Preparation Market: Sales Value (in Million US$), 2015 & 2020
Figure 73: Europe: Data Preparation Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 74: Germany: Data Preparation Market: Sales Value (in Million US$), 2015 & 2020
Figure 75: Germany: Data Preparation Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 76: France: Data Preparation Market: Sales Value (in Million US$), 2015 & 2020
Figure 77: France: Data Preparation Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 78: United Kingdom: Data Preparation Market: Sales Value (in Million US$), 2015 & 2020
Figure 79: United Kingdom: Data Preparation Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 80: Italy: Data Preparation Market: Sales Value (in Million US$), 2015 & 2020
Figure 81: Italy: Data Preparation Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 82: Spain: Data Preparation Market: Sales Value (in Million US$), 2015 & 2020
Figure 83: Spain: Data Preparation Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 84: Russia: Data Preparation Market: Sales Value (in Million US$), 2015 & 2020
Figure 85: Russia: Data Preparation Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 86: Others: Data Preparation Market: Sales Value (in Million US$), 2015 & 2020
Figure 87: Others: Data Preparation Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 88: Latin America: Data Preparation Market: Sales Value (in Million US$), 2015 & 2020
Figure 89: Latin America: Data Preparation Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 90: Brazil: Data Preparation Market: Sales Value (in Million US$), 2015 & 2020
Figure 91: Brazil: Data Preparation Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 92: Mexico: Data Preparation Market: Sales Value (in Million US$), 2015 & 2020
Figure 93: Mexico: Data Preparation Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 94: Others: Data Preparation Market: Sales Value (in Million US$), 2015 & 2020
Figure 95: Others: Data Preparation Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 96: Middle East and Africa: Data Preparation Market: Sales Value (in Million US$), 2015 & 2020
Figure 97: Middle East and Africa: Data Preparation Market: Breakup by Country (in %), 2020
Figure 98: Middle East and Africa: Data Preparation Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 99: Global: Data Preparation Industry: SWOT Analysis
Figure 100: Global: Data Preparation Industry: Value Chain Analysis
Figure 101: Global: Data Preparation Industry: Porter's Five Forces Analysis

List of Tables

Table 1: Global: Data Preparation Market: Key Industry Highlights, 2020 and 2026
Table 2: Global: Data Preparation Market Forecast: Breakup by Platform (in Million US$), 2021-2026
Table 3: Global: Data Preparation Market Forecast: Breakup by Tools (in Million US$), 2021-2026
Table 4: Global: Data Preparation Market Forecast: Breakup by Deployment Model (in Million US$), 2021-2026
Table 5: Global: Data Preparation Market Forecast: Breakup by Enterprise Size (in Million US$), 2021-2026
Table 6: Global: Data Preparation Market Forecast: Breakup by End User (in Million US$), 2021-2026
Table 7: Global: Data Preparation Market Forecast: Breakup by Region (in Million US$), 2021-2026
Table 8: Global: Data Preparation Market: Competitive Structure
Table 9: Global: Data Preparation Market: Key Players

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