세계의 데이터 준비 시장 보고서 : 플랫폼, 도구, 배포 모델, 기업 규모, 최종 사용자, 지역별(2024-2032년)

The global data preparation market size reached US$ 5.5 Billion in 2023. Looking forward, IMARC Group expects the market to reach US$ 24.2 Billion by 2032, exhibiting a growth rate (CAGR) of 17.3% during 2024-2032.

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 report, along with forecasts at the global, regional and country level from 2024-2032. 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.

Key Questions Answered in This Report

• 1. How big is the global data preparation market?
• 2. What is the expected growth rate of the global data preparation market during 2024-2032?
• 3. What are the key factors driving the global data preparation market?
• 4. What has been the impact of COVID-19 on the global data preparation market?
• 5. What is the breakup of the global data preparation market based on the platform?
• 6. What is the breakup of the global data preparation market based on the tools?
• 7. What is the breakup of the global data preparation market based on the deployment model?
• 8. What is the breakup of the global data preparation market based on the enterprise size?
• 9. What is the breakup of the global data preparation market based on the end user?
• 10. What are the key regions in the global data preparation market?
• 11. Who are the key players/companies in the global data preparation market?

Table of Contents

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