North America Data Wrangling Market Size, Share & Trends Analysis Report By Deployment Mode (On-premise, and Cloud), By Component, By Business Function, By Organization Size, By Vertical, By Country and Growth Forecast, 2024

List of Tables

The North America Data Wrangling Market would witness market growth of 13.3% CAGR during the forecast period (2024-2031).

The US market dominated the North America Data Wrangling Market by Country in 2023, and would continue to be a dominant market till 2031; thereby, achieving a market value of $2,384.3 million by 2031. The Canada market is experiencing a CAGR of 15.6% during (2024 - 2031). Additionally, The Mexico market would exhibit a CAGR of 14.8% during (2024 - 2031).

This, also known as data munging, is transforming, cleaning, and structuring raw data into a usable format for analysis, reporting, and decision-making. It involves various steps such as removing inconsistencies, handling missing values, standardizing formats, merging datasets, and eliminating duplicate or erroneous entries.

In the contemporary digital era, organizations amass extensive quantities of data from a myriad of sources, including databases, spreadsheets, application programming interfaces (APIs), Internet of Things (IoT) devices, social media platforms, cloud computing services, and enterprise systems. However, this data is often incomplete, unstructured, or contains errors that can affect the accuracy of analytics.

The ICT sector in Canada also contributes significantly to this market, driven by AI innovations, cloud computing, and data-driven enterprise strategies. According to the ITA, the Canadian ICT industry contributed $104.5 billion to the national GDP in 2021, accounting for 5.3% of total GDP and fueling 15.3% of GDP growth between 2016 and 2021. As telecommunications, cybersecurity, and digital services companies generate massive datasets, the demand for automated data cleansing, transformation, and governance solutions will continue to expand, reinforcing the critical role of data wrangling in Canada's tech-driven economy. Government-backed initiatives such as Canada's Digital Charter and AI Strategy promote the adoption of data-driven decision-making, further accelerating the need for automated and scalable data wrangling tools. Hence, this market is expected to grow continuously across the region.

Based on Deployment Mode, the market is segmented into On-premise, and Cloud. Based on Component, the market is segmented into Solution, and Services (Professional Services, and Managed Services). Based on Business Function, the market is segmented into Sales & Marketing, Finance & IT, Operations, Human Resource, and Other Business Function. Based on Organization Size, the market is segmented into Large Enterprises, and Small & Medium Enterprises. Based on Vertical, the market is segmented into BFSI, Retail, Healthcare, Telecom & IT, Government & Public Sector, Manufacturing, Energy & Utilities, and Other Vertical. Based on countries, the market is segmented into U.S., Mexico, Canada, and Rest of North America.

List of Key Companies Profiled

Altair Engineering Inc.
Alteryx, Inc.
Datameer, Inc.
Hitachi Vantara LLC (Hitachi Ltd.)
IBM Corporation
Impetus Technologies, Inc.
Oracle Corporation
SAS Institute Inc.
TIBCO Software, Inc. (Vista Equity Partners Management, LLC)
Teradata Corporation

North America Data Wrangling Market Report Segmentation

By Deployment Mode

On-premise
Cloud

By Component

Solution
Services
- Professional Services
- Managed Services

By Business Function

Sales & Marketing
Finance & IT
Operations
Human Resource
Other Business Function

By Organization Size

Large Enterprises
Small & Medium Enterprises

By Vertical

BFSI
Retail
Healthcare
Telecom & IT
Government & Public Sector
Manufacturing
Energy & Utilities
Other Vertical

By Country

US
Canada
Mexico
Rest of North America

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 Wrangling Market, by Deployment Mode
- 1.4.2 North America Data Wrangling Market, by Component
- 1.4.3 North America Data Wrangling Market, by Business Function
- 1.4.4 North America Data Wrangling Market, by Organization Size
- 1.4.5 North America Data Wrangling Market, by Vertical
- 1.4.6 North America Data Wrangling Market, by Country
1.5 Methodology for the research

Chapter 2. Market at a Glance

2.1 Key Highlights

Chapter 3. Market Overview

3.1 Introduction
- 3.1.1 Overview
  - 3.1.1.1 Market Composition and Scenario
3.2 Key Factors Impacting the Market
- 3.2.1 Market Drivers
- 3.2.2 Market Restraints
- 3.2.3 Market Opportunities
- 3.2.4 Market Challenges

Chapter 4. Competition Analysis - Global

4.1 Market Share Analysis, 2023
4.2 Porter Five Forces Analysis

Chapter 5. North America Data Wrangling Market by Deployment Mode

5.1 North America On-premise Market by Region
5.2 North America Cloud Market by Region

Chapter 6. North America Data Wrangling Market by Component

6.1 North America Solution Market by Country
6.2 North America Services Market by Country
6.3 North America Data Wrangling Market by Services Type
- 6.3.1 North America Professional Services Market by Country
- 6.3.2 North America Managed Services Market by Country

Chapter 7. North America Data Wrangling Market by Business Function

7.1 North America Sales & Marketing Market by Country
7.2 North America Finance & IT Market by Country
7.3 North America Operations Market by Country
7.4 North America Human Resource Market by Country
7.5 North America Other Business Function Market by Country

Chapter 8. North America Data Wrangling Market by Organization Size

8.1 North America Large Enterprises Market by Country
8.2 North America Small & Medium Enterprises Market by Country

Chapter 9. North America Data Wrangling Market by Vertical

9.1 North America BFSI Market by Country
9.2 North America Retail Market by Country
9.3 North America Healthcare Market by Country
9.4 North America Telecom & IT Market by Country
9.5 North America Government & Public Sector Market by Country
9.6 North America Manufacturing Market by Country
9.7 North America Energy & Utilities Market by Country
9.8 North America Other Vertical Market by Country

Chapter 10. North America Data Wrangling Market by Country

10.1 US Data Wrangling Market
- 10.1.1 US Data Wrangling Market by Deployment Mode
- 10.1.2 US Data Wrangling Market by Component
  - 10.1.2.1 US Data Wrangling Market by Services Type
- 10.1.3 US Data Wrangling Market by Business Function
- 10.1.4 US Data Wrangling Market by Organization Size
- 10.1.5 US Data Wrangling Market by Vertical
10.2 Canada Data Wrangling Market
- 10.2.1 Canada Data Wrangling Market by Deployment Mode
- 10.2.2 Canada Data Wrangling Market by Component
  - 10.2.2.1 Canada Data Wrangling Market by Services Type
- 10.2.3 Canada Data Wrangling Market by Business Function
- 10.2.4 Canada Data Wrangling Market by Organization Size
- 10.2.5 Canada Data Wrangling Market by Vertical
10.3 Mexico Data Wrangling Market
- 10.3.1 Mexico Data Wrangling Market by Deployment Mode
- 10.3.2 Mexico Data Wrangling Market by Component
  - 10.3.2.1 Mexico Data Wrangling Market by Services Type
- 10.3.3 Mexico Data Wrangling Market by Business Function
- 10.3.4 Mexico Data Wrangling Market by Organization Size
- 10.3.5 Mexico Data Wrangling Market by Vertical
10.4 Rest of North America Data Wrangling Market
- 10.4.1 Rest of North America Data Wrangling Market by Deployment Mode
- 10.4.2 Rest of North America Data Wrangling Market by Component
  - 10.4.2.1 Rest of North America Data Wrangling Market by Services Type
- 10.4.3 Rest of North America Data Wrangling Market by Business Function
- 10.4.4 Rest of North America Data Wrangling Market by Organization Size
- 10.4.5 Rest of North America Data Wrangling Market by Vertical

Chapter 11. Company Profiles

11.1 ALTAIR ENGINEERING INC.
- 11.1.1 Company Overview
- 11.1.2 Financial Analysis
- 11.1.3 Segmental and Regional Analysis
- 11.1.4 Research & Development Expenses
11.2 Alteryx, Inc.
- 11.2.1 Company Overview
- 11.2.2 Financial Analysis
- 11.2.3 Research & Development Expenses
- 11.2.4 Recent strategies and developments:
  - 11.2.4.1 Product Launches and Product Expansions:
- 11.2.5 SWOT Analysis
11.3 Datameer, Inc.
- 11.3.1 Company Overview
11.4 Hitachi Vantara LLC (Hitachi Ltd.)
- 11.4.1 Company Overview
- 11.4.2 Financial Analysis
- 11.4.3 Segmental and Regional Analysis
- 11.4.4 Research & Development Expenses
- 11.4.5 SWOT Analysis
11.5 IBM Corporation
- 11.5.1 Company Overview
- 11.5.2 Financial Analysis
- 11.5.3 Regional & Segmental Analysis
- 11.5.4 Research & Development Expenses
- 11.5.5 SWOT Analysis
11.6 Impetus Technologies, Inc.
- 11.6.1 Company Overview
11.7 Oracle Corporation
- 11.7.1 Company Overview
- 11.7.2 Financial Analysis
- 11.7.3 Segmental and Regional Analysis
- 11.7.4 Research & Development Expense
- 11.7.5 Recent strategies and developments:
  - 11.7.5.1 Product Launches and Product Expansions:
- 11.7.6 SWOT Analysis
11.8 SAS Institute, Inc.
- 11.8.1 Company Overview
- 11.8.2 SWOT Analysis
11.9 Tibco Software, Inc. (Vista Equity Partners Management, LLC)
- 11.9.1 Company Overview
- 11.9.2 SWOT Analysis
11.10. Teradata Corporation
- 11.10.1 Company Overview
- 11.10.2 Financial Analysis
- 11.10.3 Regional Analysis
- 11.10.4 Research & Development Expenses
- 11.10.5 SWOT Analysis

LIST OF TABLES

TABLE 1 North America Data Wrangling Market, 2020 - 2023, USD Million
TABLE 2 North America Data Wrangling Market, 2024 - 2031, USD Million
TABLE 3 North America Data Wrangling Market by Deployment Mode, 2020 - 2023, USD Million
TABLE 4 North America Data Wrangling Market by Deployment Mode, 2024 - 2031, USD Million
TABLE 5 North America On-premise Market by Region, 2020 - 2023, USD Million
TABLE 6 North America On-premise Market by Region, 2024 - 2031, USD Million
TABLE 7 North America Cloud Market by Region, 2020 - 2023, USD Million
TABLE 8 North America Cloud Market by Region, 2024 - 2031, USD Million
TABLE 9 North America Data Wrangling Market by Component, 2020 - 2023, USD Million
TABLE 10 North America Data Wrangling Market by Component, 2024 - 2031, USD Million
TABLE 11 North America Solution Market by Country, 2020 - 2023, USD Million
TABLE 12 North America Solution Market by Country, 2024 - 2031, USD Million
TABLE 13 North America Services Market by Country, 2020 - 2023, USD Million
TABLE 14 North America Services Market by Country, 2024 - 2031, USD Million
TABLE 15 North America Data Wrangling Market by Services Type, 2020 - 2023, USD Million
TABLE 16 North America Data Wrangling Market by Services Type, 2024 - 2031, USD Million
TABLE 17 North America Professional Services Market by Country, 2020 - 2023, USD Million
TABLE 18 North America Professional Services Market by Country, 2024 - 2031, USD Million
TABLE 19 North America Managed Services Market by Country, 2020 - 2023, USD Million
TABLE 20 North America Managed Services Market by Country, 2024 - 2031, USD Million
TABLE 21 North America Data Wrangling Market by Business Function, 2020 - 2023, USD Million
TABLE 22 North America Data Wrangling Market by Business Function, 2024 - 2031, USD Million
TABLE 23 North America Sales & Marketing Market by Country, 2020 - 2023, USD Million
TABLE 24 North America Sales & Marketing Market by Country, 2024 - 2031, USD Million
TABLE 25 North America Finance & IT Market by Country, 2020 - 2023, USD Million
TABLE 26 North America Finance & IT Market by Country, 2024 - 2031, USD Million
TABLE 27 North America Operations Market by Country, 2020 - 2023, USD Million
TABLE 28 North America Operations Market by Country, 2024 - 2031, USD Million
TABLE 29 North America Human Resource Market by Country, 2020 - 2023, USD Million
TABLE 30 North America Human Resource Market by Country, 2024 - 2031, USD Million
TABLE 31 North America Other Business Function Market by Country, 2020 - 2023, USD Million
TABLE 32 North America Other Business Function Market by Country, 2024 - 2031, USD Million
TABLE 33 North America Data Wrangling Market by Organization Size, 2020 - 2023, USD Million
TABLE 34 North America Data Wrangling Market by Organization Size, 2024 - 2031, USD Million
TABLE 35 North America Large Enterprises Market by Country, 2020 - 2023, USD Million
TABLE 36 North America Large Enterprises Market by Country, 2024 - 2031, USD Million
TABLE 37 North America Small & Medium Enterprises Market by Country, 2020 - 2023, USD Million
TABLE 38 North America Small & Medium Enterprises Market by Country, 2024 - 2031, USD Million
TABLE 39 North America Data Wrangling Market by Vertical, 2020 - 2023, USD Million
TABLE 40 North America Data Wrangling Market by Vertical, 2024 - 2031, USD Million
TABLE 41 North America BFSI Market by Country, 2020 - 2023, USD Million
TABLE 42 North America BFSI Market by Country, 2024 - 2031, USD Million
TABLE 43 North America Retail Market by Country, 2020 - 2023, USD Million
TABLE 44 North America Retail Market by Country, 2024 - 2031, USD Million
TABLE 45 North America Healthcare Market by Country, 2020 - 2023, USD Million
TABLE 46 North America Healthcare Market by Country, 2024 - 2031, USD Million
TABLE 47 North America Telecom & IT Market by Country, 2020 - 2023, USD Million
TABLE 48 North America Telecom & IT Market by Country, 2024 - 2031, USD Million
TABLE 49 North America Government & Public Sector Market by Country, 2020 - 2023, USD Million
TABLE 50 North America Government & Public Sector Market by Country, 2024 - 2031, USD Million
TABLE 51 North America Manufacturing Market by Country, 2020 - 2023, USD Million
TABLE 52 North America Manufacturing Market by Country, 2024 - 2031, USD Million
TABLE 53 North America Energy & Utilities Market by Country, 2020 - 2023, USD Million
TABLE 54 North America Energy & Utilities Market by Country, 2024 - 2031, USD Million
TABLE 55 North America Other Vertical Market by Country, 2020 - 2023, USD Million
TABLE 56 North America Other Vertical Market by Country, 2024 - 2031, USD Million
TABLE 57 North America Data Wrangling Market by Country, 2020 - 2023, USD Million
TABLE 58 North America Data Wrangling Market by Country, 2024 - 2031, USD Million
TABLE 59 US Data Wrangling Market, 2020 - 2023, USD Million
TABLE 60 US Data Wrangling Market, 2024 - 2031, USD Million
TABLE 61 US Data Wrangling Market by Deployment Mode, 2020 - 2023, USD Million
TABLE 62 US Data Wrangling Market by Deployment Mode, 2024 - 2031, USD Million
TABLE 63 US Data Wrangling Market by Component, 2020 - 2023, USD Million
TABLE 64 US Data Wrangling Market by Component, 2024 - 2031, USD Million
TABLE 65 US Data Wrangling Market by Services Type, 2020 - 2023, USD Million
TABLE 66 US Data Wrangling Market by Services Type, 2024 - 2031, USD Million
TABLE 67 US Data Wrangling Market by Business Function, 2020 - 2023, USD Million
TABLE 68 US Data Wrangling Market by Business Function, 2024 - 2031, USD Million
TABLE 69 US Data Wrangling Market by Organization Size, 2020 - 2023, USD Million
TABLE 70 US Data Wrangling Market by Organization Size, 2024 - 2031, USD Million
TABLE 71 US Data Wrangling Market by Vertical, 2020 - 2023, USD Million
TABLE 72 US Data Wrangling Market by Vertical, 2024 - 2031, USD Million
TABLE 73 Canada Data Wrangling Market, 2020 - 2023, USD Million
TABLE 74 Canada Data Wrangling Market, 2024 - 2031, USD Million
TABLE 75 Canada Data Wrangling Market by Deployment Mode, 2020 - 2023, USD Million
TABLE 76 Canada Data Wrangling Market by Deployment Mode, 2024 - 2031, USD Million
TABLE 77 Canada Data Wrangling Market by Component, 2020 - 2023, USD Million
TABLE 78 Canada Data Wrangling Market by Component, 2024 - 2031, USD Million
TABLE 79 Canada Data Wrangling Market by Services Type, 2020 - 2023, USD Million
TABLE 80 Canada Data Wrangling Market by Services Type, 2024 - 2031, USD Million
TABLE 81 Canada Data Wrangling Market by Business Function, 2020 - 2023, USD Million
TABLE 82 Canada Data Wrangling Market by Business Function, 2024 - 2031, USD Million
TABLE 83 Canada Data Wrangling Market by Organization Size, 2020 - 2023, USD Million
TABLE 84 Canada Data Wrangling Market by Organization Size, 2024 - 2031, USD Million
TABLE 85 Canada Data Wrangling Market by Vertical, 2020 - 2023, USD Million
TABLE 86 Canada Data Wrangling Market by Vertical, 2024 - 2031, USD Million
TABLE 87 Mexico Data Wrangling Market, 2020 - 2023, USD Million
TABLE 88 Mexico Data Wrangling Market, 2024 - 2031, USD Million
TABLE 89 Mexico Data Wrangling Market by Deployment Mode, 2020 - 2023, USD Million
TABLE 90 Mexico Data Wrangling Market by Deployment Mode, 2024 - 2031, USD Million
TABLE 91 Mexico Data Wrangling Market by Component, 2020 - 2023, USD Million
TABLE 92 Mexico Data Wrangling Market by Component, 2024 - 2031, USD Million
TABLE 93 Mexico Data Wrangling Market by Services Type, 2020 - 2023, USD Million
TABLE 94 Mexico Data Wrangling Market by Services Type, 2024 - 2031, USD Million
TABLE 95 Mexico Data Wrangling Market by Business Function, 2020 - 2023, USD Million
TABLE 96 Mexico Data Wrangling Market by Business Function, 2024 - 2031, USD Million
TABLE 97 Mexico Data Wrangling Market by Organization Size, 2020 - 2023, USD Million
TABLE 98 Mexico Data Wrangling Market by Organization Size, 2024 - 2031, USD Million
TABLE 99 Mexico Data Wrangling Market by Vertical, 2020 - 2023, USD Million
TABLE 100 Mexico Data Wrangling Market by Vertical, 2024 - 2031, USD Million
TABLE 101 Rest of North America Data Wrangling Market, 2020 - 2023, USD Million
TABLE 102 Rest of North America Data Wrangling Market, 2024 - 2031, USD Million
TABLE 103 Rest of North America Data Wrangling Market by Deployment Mode, 2020 - 2023, USD Million
TABLE 104 Rest of North America Data Wrangling Market by Deployment Mode, 2024 - 2031, USD Million
TABLE 105 Rest of North America Data Wrangling Market by Component, 2020 - 2023, USD Million
TABLE 106 Rest of North America Data Wrangling Market by Component, 2024 - 2031, USD Million
TABLE 107 Rest of North America Data Wrangling Market by Services Type, 2020 - 2023, USD Million
TABLE 108 Rest of North America Data Wrangling Market by Services Type, 2024 - 2031, USD Million
TABLE 109 Rest of North America Data Wrangling Market by Business Function, 2020 - 2023, USD Million
TABLE 110 Rest of North America Data Wrangling Market by Business Function, 2024 - 2031, USD Million
TABLE 111 Rest of North America Data Wrangling Market by Organization Size, 2020 - 2023, USD Million
TABLE 112 Rest of North America Data Wrangling Market by Organization Size, 2024 - 2031, USD Million
TABLE 113 Rest of North America Data Wrangling Market by Vertical, 2020 - 2023, USD Million
TABLE 114 Rest of North America Data Wrangling Market by Vertical, 2024 - 2031, USD Million
TABLE 115 Key Information - ALTAIR ENGINEERING INC.
TABLE 116 Key Information - Alteryx, Inc.
TABLE 117 Key Information - Datameer, Inc.
TABLE 118 Key Information - Hitachi Vantara LLC
TABLE 119 Key Information - IBM Corporation
TABLE 120 Key Information - Impetus Technologies, Inc.
TABLE 121 Key Information - Oracle Corporation
TABLE 122 Key Information - SAS Institute, Inc.
TABLE 123 Key Information - Tibco Software, Inc.
TABLE 124 Key Information - Teradata Corporation

North America Data Wrangling Market Size, Share & Trends Analysis Report By Deployment Mode (On-premise, and Cloud), By Component, By Business Function, By Organization Size, By Vertical, By Country and Growth Forecast, 2024 - 2031

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