Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 North America Data Preparation Tools Market, by Component
1.4.2 North America Data Preparation Tools Market, by Function
1.4.3 North America Data Preparation Tools Market, by Deployment Type
1.4.4 North America Data Preparation Tools Market, by End User
1.4.5 North America Data Preparation Tools Market, by Country
1.5 Methodology for the research
Chapter 2. Market Overview
2.1 Introduction
2.1.1 Overview
2.1.1.1 Market Composition and Scenario
2.2 Key Factors Impacting the Market
2.2.1 Market Drivers
2.2.2 Market Restraints
Chapter 3. Competition Analysis - Global
3.1 KBV Cardinal Matrix
3.2 Recent Industry Wide Strategic Developments
3.2.1 Partnerships, Collaborations and Agreements
3.2.2 Product Launches and Product Expansions
3.2.3 Acquisition and Mergers
3.3 Top Winning Strategies
3.3.1 Key Leading Strategies: Percentage Distribution (2017-2021)
3.3.2 Key Strategic Move: (Product Launches and Product Expansions: 2017, Nov – 2021, Oct) Leading Players
Chapter 4. North America Data Preparation Tools Market by Component
4.1 North America Data Preparation Tools Data Integration Market by Country
4.2 North America Data Preparation Tools Self Service Market by Country
Chapter 5. North America Data Preparation Tools Market by Function
5.1 North America Data Preparation Tools Data Collection Market by Country
5.2 North America Data Preparation Tools Data Cataloging Market by Country
5.3 North America Data Preparation Tools Data Governance Market by Country
5.4 North America Data Preparation Tools Data Quality Market by Country
5.5 North America Data Preparation Tools Data Ingestion Market by Country
5.6 North America Other Function Data Preparation Tools Market by Country
Chapter 6. North America Data Preparation Tools Market by Deployment Type
6.1 North America On-premise Data Preparation Tools Market by Country
6.2 North America Cloud Data Preparation Tools Market by Country
Chapter 7. North America Data Preparation Tools Market by End User
7.1 North America IT & Telecom Data Preparation Tools Market by Country
7.2 North America Retail & eCommerce Data Preparation Tools Market by Country
7.3 North America BFSI Data Preparation Tools Market by Country
7.4 North America Healthcare Data Preparation Tools Market by Country
7.5 North America Government Data Preparation Tools Market by Country
7.6 North America Energy & Utilities Data Preparation Tools Market by Country
7.7 North America Others Data Preparation Tools Market by Country
Chapter 8. North America Data Preparation Tools Market by Country
8.1 US Data Preparation Tools Market
8.1.1 US Data Preparation Tools Market by Component
8.1.2 US Data Preparation Tools Market by Function
8.1.3 US Data Preparation Tools Market by Deployment Type
8.1.4 US Data Preparation Tools Market by End User
8.2 Canada Data Preparation Tools Market
8.2.1 Canada Data Preparation Tools Market by Component
8.2.2 Canada Data Preparation Tools Market by Function
8.2.3 Canada Data Preparation Tools Market by Deployment Type
8.2.4 Canada Data Preparation Tools Market by End User
8.3 Mexico Data Preparation Tools Market
8.3.1 Mexico Data Preparation Tools Market by Component
8.3.2 Mexico Data Preparation Tools Market by Function
8.3.3 Mexico Data Preparation Tools Market by Deployment Type
8.3.4 Mexico Data Preparation Tools Market by End User
8.4 Rest of North America Data Preparation Tools Market
8.4.1 Rest of North America Data Preparation Tools Market by Component
8.4.2 Rest of North America Data Preparation Tools Market by Function
8.4.3 Rest of North America Data Preparation Tools Market by Deployment Type
8.4.4 Rest of North America Data Preparation Tools Market by End User
Chapter 9. Company Profiles
9.1 Microsoft Corporation
9.1.1 Company Overview
9.1.2 Financial Analysis
9.1.3 Segmental and Regional Analysis
9.1.4 Research & Development Expenses
9.1.5 SWOT Analysis
9.2 IBM Corporation
9.2.1 Company Overview
9.2.2 Financial Analysis
9.2.3 Regional & Segmental Analysis
9.2.4 Research & Development Expenses
9.2.5 Recent strategies and developments:
9.2.5.1 Partnerships, Collaborations, and Agreements:
9.2.6 SWOT Analysis
9.3 SAP SE
9.3.1 Company Overview
9.3.2 Financial Analysis
9.3.3 Segmental and Regional Analysis
9.3.4 Research & Development Expense
9.3.5 SWOT Analysis
9.4 Altair Engineering, Inc.
9.4.1 Company Overview
9.4.2 Financial Analysis
9.4.3 Segmental and Regional Analysis
9.4.4 Research & Development Expenses
9.4.5 Recent strategies and developments:
9.4.5.1 Acquisition and Mergers:
9.4.5.2 Product Launches and Product Expansions:
9.4.6 SWOT Analysis
9.5 MicroStrategy, Inc.
9.5.1 Company Overview
9.5.2 Financial Analysis
9.5.3 Regional Analysis
9.5.4 Research & Development Expenses
9.5.5 Recent strategies and developments:
9.5.5.1 Partnerships, Collaborations, and Agreements:
9.5.6 SWOT Analysis
9.6 Alteryx, Inc.
9.6.1 Company Overview
9.6.2 Financial Analysis
9.6.3 Regional Analysis
9.6.4 Research & Development Expense
9.6.5 Recent strategies and developments:
9.6.5.1 Partnerships, Collaborations, and Agreements:
9.6.5.2 Acquisition and Mergers:
9.6.5.3 Product Launches and Product Expansions:
9.7 QlikTech International AB (Thoma Bravo)
9.7.1 Company Overview
9.7.2 Recent strategies and developments:
9.7.2.1 Acquisition and Mergers:
9.7.2.2 Product Launches and Product Expansions:
9.8 Informatica, LLC
9.8.1 Company Overview
9.8.2 Recent strategies and developments:
9.8.2.1 Partnerships, Collaborations, and Agreements:
9.8.2.2 Acquisition and Mergers:
9.8.2.3 Product Launches and Product Expansions:
9.9 Tibco Software, Inc. (Vista Equity Partners)
9.9.1 Company Overview
9.9.2 Recent strategies and developments:
9.9.2.1 Acquisition and Mergers:
9.9.2.2 Product Launches and Product Expansions:
9.10. SAS Institute, Inc.
9.10.1 Company Overview
9.10.2 Recent strategies and developments:
9.10.2.1 Product Launches and Product Expansions:
Unique Offerings 
