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1390427

資料整理市場：2023-2028 年全球產業趨勢、佔有率、規模、成長、機會與預測

Data Wrangling Market: Global Industry Trends, Share, Size, Growth, Opportunity and Forecast 2023-2028

出版日期: 2023年11月24日 | 出版商:

IMARC | 英文 149 Pages | 商品交期: 2-3個工作天內

價格

簡介目錄圖表

概要

2022年，全球資料爭用市場規模達到26億美元。展望未來， IMARC Group預計到2028年市場規模將達到65億美元，2022-2028年複合年成長率（CAGR）為16.50%。

資料整理是指對無組織的資料進行轉換和映射，以獲得有意義的分析見解。它涉及使用先進演算法清理、重組和增強原始資料，以實現資料視覺化和聚合。資料整理工具和解決方案可以部署在本地或雲端。處理後的資料進一步用於高階任務，例如人工智慧 (AI)、機器學習 (ML) 和資料分析。此外，它還可以用於最佳化各種業務功能，例如財務、行銷、銷售、營運和人力資源 (HR)。因此，資料整理解決方案在各個行業中得到了廣泛的應用，包括銀行、金融服務和保險 (BFSI)、醫療保健、零售、媒體、製造和資訊科技 (IT)。

數據爭論市場趨勢：

IT 產業的顯著成長，以及對資料處理和清理的有效工具和軟體的需求不斷增加，是創造積極市場前景的關鍵因素之一。此外，消費者對資料準確性的擔憂日益增加，對資料整理解決方案的需求也不斷增加。小型、中型和大型組織使用這些解決方案來過濾低品質資料、視覺化分佈和不一致情況並改善組織流程。據此，BFSI 機構使用資料整理流程來提高資料安全性、組織半結構化和非結構化資料並最佳化網路銀行入口網站。此外，各種技術進步，例如巨量資料和邊緣運算解決方案的部署，也是其他成長誘導因素。這些技術有助於即時預測和監控可能對組織運作產生直接影響的事件。其他因素，包括快速數位化以及廣泛的研發 (R&D) 活動，預計將推動市場成長。

本報告回答的關鍵問題

2022 年全球資料整理市場的規模有多大？
2023-2028 年全球資料整理市場的預期成長率是多少？
推動全球資料整理市場的關鍵因素是什麼？
COVID-19 對全球資料整理市場有何影響？
基於組件的全球資料爭用市場的細分是什麼？
全球資料整理市場依部署模式分類是怎樣的？
依組織規模，全球資料整理市場的細分如何？
基於業務功能的全球資料整理市場的細分是什麼？
基於垂直產業的全球資料爭用市場的細分如何？
全球資料整理市場的關鍵區域有哪些？
誰是全球資料整理市場的主要參與者/公司？

BFSI
- 市場走向
- 市場預測
政府和公共部門
- 市場走向
- 市場預測
醫療保健和生命科學
- 市場走向
- 市場預測
零售及電子商務
- 市場走向
- 市場預測
媒體和娛樂
- 市場走向
- 市場預測
資訊科技和電信
- 市場走向
- 市場預測
製造業
- 市場走向
- 市場預測
其他
- 市場走向
- 市場預測

第 11 章：按地區分類的市場細分

北美洲
- 美國
  - 市場走向
  - 市場預測
- 加拿大
  - 市場走向
  - 市場預測
亞太
- 中國
  - 市場走向
  - 市場預測
- 日本
  - 市場走向
  - 市場預測
- 印度
  - 市場走向
  - 市場預測
- 韓國
  - 市場走向
  - 市場預測
- 澳洲
  - 市場走向
  - 市場預測
- 印尼
  - 市場走向
  - 市場預測
- 其他
  - 市場走向
  - 市場預測
歐洲
- 德國
  - 市場走向
  - 市場預測
- 法國
  - 市場走向
  - 市場預測
- 英國
  - 市場走向
  - 市場預測
- 義大利
  - 市場走向
  - 市場預測
- 西班牙
  - 市場走向
  - 市場預測
- 俄羅斯
  - 市場走向
  - 市場預測
- 其他
  - 市場走向
  - 市場預測
拉丁美洲
- 巴西
  - 市場走向
  - 市場預測
- 墨西哥
  - 市場走向
  - 市場預測
- 其他
  - 市場走向
  - 市場預測
中東和非洲
- 市場走向
- 按國家/地區分類的市場細分
- 市場預測

第 12 章：SWOT 分析

概述
優勢
弱點
機會
威脅

第 13 章：價值鏈分析

第 14 章：波特五力分析

概述
買家的議價能力
供應商的議價能力
競爭程度
新進入者的威脅
替代品的威脅

第 15 章：價格分析

第16章：競爭格局

市場結構
關鍵參與者
關鍵參與者簡介
- ALTERYX INC.
- Altair Engineering Inc.
- Hitachi Vantara Corporation
- Impetus Technologies Inc.
- International Business Machines Corporation
- Oracle Corporation
- SAS Institute Inc.
- Teradata Corporation
- TIBCO Software Inc
- Trifacta Software Inc.

簡介目錄圖表

Product Code: SR112023A4145

Abstract

The global data wrangling market size reached US$ 2.6 Billion in 2022. Looking forward, IMARC Group expects the market to reach US$ 6.5 Billion by 2028, exhibiting a growth rate (CAGR) of 16.50% during 2022-2028.

Data wrangling refers to the transformation and mapping of unorganized data to gain meaningful analytical insights. It involves cleaning, restructuring and enhancing raw data for data visualization and aggregation using advanced algorithms. Data wrangling tools and solutions can be deployed on-premises or on the cloud. The processed data is further utilized for advanced tasks, such as artificial intelligence (AI), machine learning (ML) and data analytics. In addition, it can also be used for optimizing various business functions, such as finance, marketing, sales, operation and human resources (HR). As a result, data wrangling solutions find extensive applications across various industries, including banking, financial services and insurance (BFSI), healthcare, retail, media, manufacturing and information technology (IT).

Data Wrangling Market Trends:

Significant growth in the IT industry, along with the increasing demand for effective tools and software for data processing and cleaning, is one of the key factors creating a positive outlook for the market. Moreover, rising concerns regarding data veracity among the consumers are escalating the demand for data wrangling solutions. Small, medium and large-scale organizations use these solutions to filter low-quality data, visualize distributions and inconsistencies and improve the organizational processes. In line with this, BFSI institutions use data wrangling processes to improve data security, organize semi-structured and unstructured data and optimize online banking portals. Additionally, various technological advancements, such as the deployment of big data and edge computing solutions, are acting as other growth-inducing factors. These technologies facilitate real-time forecasting and monitoring of incidents that may have a direct impact on the functioning of the organizations. Other factors, including rapid digitization, along with extensive research and development (R&D) activities, are anticipated to drive the market toward growth.

Key Market Segmentation:

IMARC Group provides an analysis of the key trends in each sub-segment of the global data wrangling market report, along with forecasts at the global, regional and country level from 2023-2028. Our report has categorized the market based on component, deployment mode, organization size, business function and industry vertical.

Breakup by Component:

Solution

Service

Breakup by Deployment Mode:

On-premises

Cloud-based

Breakup by Organization Size:

Large Enterprises

Small and Medium Enterprises

Breakup by Business Function:

Finance

Marketing and Sales

Operations

Human Resources

Breakup by Industry Vertical:

BFSI

Government and Public Sector

Healthcare and Life Science

Retail and E-commerce

Media and Entertainment

IT and Telecom

Manufacturing

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 ALTERYX INC., Altair Engineering Inc., Hitachi Vantara Corporation, Impetus Technologies Inc., International Business Machines Corporation, Oracle Corporation, SAS Institute Inc., Teradata Corporation, TIBCO Software Inc and Trifacta Software Inc.

Key Questions Answered in This Report

1. What was the size of the global data wrangling market in 2022?
2. What is the expected growth rate of the global data wrangling market during 2023-2028?
3. What are the key factors driving the global data wrangling market?
4. What has been the impact of COVID-19 on the global data wrangling market?
5. What is the breakup of the global data wrangling market based on the component?
6. What is the breakup of the global data wrangling market based on the deployment mode?
7. What is the breakup of the global data wrangling market based on organization size?
8. What is the breakup of the global data wrangling market based on the business function?
9. What is the breakup of the global data wrangling market based on the industry vertical?
10. What are the key regions in the global data wrangling market?
11. Who are the key players/companies in the global data wrangling market?

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 Wrangling Market

5.1 Market Overview
5.2 Market Performance
5.3 Impact of COVID-19
5.4 Market Forecast

6 Market Breakup by Component

6.1 Solution
- 6.1.1 Market Trends
- 6.1.2 Market Forecast
6.2 Service
- 6.2.1 Market Trends
- 6.2.2 Market Forecast

7 Market Breakup by Deployment Mode

7.1 On-premises
- 7.1.1 Market Trends
- 7.1.2 Market Forecast
7.2 Cloud-based
- 7.2.1 Market Trends
- 7.2.2 Market Forecast

8 Market Breakup by Organization Size

8.1 Large Enterprises
- 8.1.1 Market Trends
- 8.1.2 Market Forecast
8.2 Small and Medium Enterprises
- 8.2.1 Market Trends
- 8.2.2 Market Forecast

9 Market Breakup by Business Function

9.1 Finance
- 9.1.1 Market Trends
- 9.1.2 Market Forecast
9.2 Marketing and Sales
- 9.2.1 Market Trends
- 9.2.2 Market Forecast
9.3 Operations
- 9.3.1 Market Trends
- 9.3.2 Market Forecast
9.4 Human Resources
- 9.4.1 Market Trends
- 9.4.2 Market Forecast

10 Market Breakup by Industry Vertical

10.1 BFSI
- 10.1.1 Market Trends
- 10.1.2 Market Forecast
10.2 Government and Public Sector
- 10.2.1 Market Trends
- 10.2.2 Market Forecast
10.3 Healthcare and Life Science
- 10.3.1 Market Trends
- 10.3.2 Market Forecast
10.4 Retail and E-commerce
- 10.4.1 Market Trends
- 10.4.2 Market Forecast
10.5 Media and Entertainment
- 10.5.1 Market Trends
- 10.5.2 Market Forecast
10.6 IT and Telecom
- 10.6.1 Market Trends
- 10.6.2 Market Forecast
10.7 Manufacturing
- 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 ALTERYX INC.
  - 16.3.1.1 Company Overview
  - 16.3.1.2 Product Portfolio
  - 16.3.1.3 Financials
- 16.3.2 Altair Engineering Inc.
  - 16.3.2.1 Company Overview
  - 16.3.2.2 Product Portfolio
  - 16.3.2.3 Financials
  - 16.3.2.4 SWOT Analysis
- 16.3.3 Hitachi Vantara Corporation
  - 16.3.3.1 Company Overview
  - 16.3.3.2 Product Portfolio
- 16.3.4 Impetus Technologies Inc.
  - 16.3.4.1 Company Overview
  - 16.3.4.2 Product Portfolio
- 16.3.5 International Business Machines 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 Oracle Corporation
  - 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 SAS Institute Inc.
  - 16.3.7.1 Company Overview
  - 16.3.7.2 Product Portfolio
  - 16.3.7.3 SWOT Analysis
- 16.3.8 Teradata Corporation
  - 16.3.8.1 Company Overview
  - 16.3.8.2 Product Portfolio
  - 16.3.8.3 Financials
  - 16.3.8.4 SWOT Analysis
- 16.3.9 TIBCO Software Inc
  - 16.3.9.1 Company Overview
  - 16.3.9.2 Product Portfolio
  - 16.3.9.3 SWOT Analysis
- 16.3.10 Trifacta Software Inc.
  - 16.3.10.1 Company Overview
  - 16.3.10.2 Product Portfolio

簡介目錄圖表

List of Figures

Figure 1: Global: Data Wrangling Market: Major Drivers and Challenges
Figure 2: Global: Data Wrangling Market: Sales Value (in Billion US$), 2017-2022
Figure 3: Global: Data Wrangling Market Forecast: Sales Value (in Billion US$), 2023-2028
Figure 4: Global: Data Wrangling Market: Breakup by Component (in %), 2022
Figure 5: Global: Data Wrangling Market: Breakup by Deployment Mode (in %), 2022
Figure 6: Global: Data Wrangling Market: Breakup by Organization Size (in %), 2022
Figure 7: Global: Data Wrangling Market: Breakup by Business Function (in %), 2022
Figure 8: Global: Data Wrangling Market: Breakup by Industry Vertical (in %), 2022
Figure 9: Global: Data Wrangling Market: Breakup by Region (in %), 2022
Figure 10: Global: Data Wrangling (Solution) Market: Sales Value (in Million US$), 2017 & 2022
Figure 11: Global: Data Wrangling (Solution) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 12: Global: Data Wrangling (Service) Market: Sales Value (in Million US$), 2017 & 2022
Figure 13: Global: Data Wrangling (Service) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 14: Global: Data Wrangling (On-premises) Market: Sales Value (in Million US$), 2017 & 2022
Figure 15: Global: Data Wrangling (On-premises) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 16: Global: Data Wrangling (Cloud-based) Market: Sales Value (in Million US$), 2017 & 2022
Figure 17: Global: Data Wrangling (Cloud-based) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 18: Global: Data Wrangling (Large Enterprises) Market: Sales Value (in Million US$), 2017 & 2022
Figure 19: Global: Data Wrangling (Large Enterprises) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 20: Global: Data Wrangling (Small and Medium Enterprises) Market: Sales Value (in Million US$), 2017 & 2022
Figure 21: Global: Data Wrangling (Small and Medium Enterprises) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 22: Global: Data Wrangling (Finance) Market: Sales Value (in Million US$), 2017 & 2022
Figure 23: Global: Data Wrangling (Finance) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 24: Global: Data Wrangling (Marketing and Sales) Market: Sales Value (in Million US$), 2017 & 2022
Figure 25: Global: Data Wrangling (Marketing and Sales) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 26: Global: Data Wrangling (Operations) Market: Sales Value (in Million US$), 2017 & 2022
Figure 27: Global: Data Wrangling (Operations) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 28: Global: Data Wrangling (Human Resources) Market: Sales Value (in Million US$), 2017 & 2022
Figure 29: Global: Data Wrangling (Human Resources) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 30: Global: Data Wrangling (BFSI) Market: Sales Value (in Million US$), 2017 & 2022
Figure 31: Global: Data Wrangling (BFSI) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 32: Global: Data Wrangling (Government and Public Sector) Market: Sales Value (in Million US$), 2017 & 2022
Figure 33: Global: Data Wrangling (Government and Public Sector) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 34: Global: Data Wrangling (Healthcare and Life Science) Market: Sales Value (in Million US$), 2017 & 2022
Figure 35: Global: Data Wrangling (Healthcare and Life Science) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 36: Global: Data Wrangling (Retail and E-commerce) Market: Sales Value (in Million US$), 2017 & 2022
Figure 37: Global: Data Wrangling (Retail and E-commerce) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 38: Global: Data Wrangling (Media and Entertainment) Market: Sales Value (in Million US$), 2017 & 2022
Figure 39: Global: Data Wrangling (Media and Entertainment) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 40: Global: Data Wrangling (IT and Telecom) Market: Sales Value (in Million US$), 2017 & 2022
Figure 41: Global: Data Wrangling (IT and Telecom) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 42: Global: Data Wrangling (Manufacturing) Market: Sales Value (in Million US$), 2017 & 2022
Figure 43: Global: Data Wrangling (Manufacturing) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 44: Global: Data Wrangling (Other Industry Verticals) Market: Sales Value (in Million US$), 2017 & 2022
Figure 45: Global: Data Wrangling (Other Industry Verticals) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 46: North America: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
Figure 47: North America: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 48: United States: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
Figure 49: United States: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 50: Canada: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
Figure 51: Canada: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 52: Asia-Pacific: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
Figure 53: Asia-Pacific: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 54: China: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
Figure 55: China: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 56: Japan: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
Figure 57: Japan: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 58: India: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
Figure 59: India: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 60: South Korea: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
Figure 61: South Korea: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 62: Australia: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
Figure 63: Australia: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 64: Indonesia: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
Figure 65: Indonesia: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 66: Others: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
Figure 67: Others: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 68: Europe: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
Figure 69: Europe: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 70: Germany: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
Figure 71: Germany: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 72: France: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
Figure 73: France: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 74: United Kingdom: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
Figure 75: United Kingdom: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 76: Italy: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
Figure 77: Italy: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 78: Spain: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
Figure 79: Spain: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 80: Russia: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
Figure 81: Russia: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 82: Others: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
Figure 83: Others: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 84: Latin America: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
Figure 85: Latin America: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 86: Brazil: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
Figure 87: Brazil: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 88: Mexico: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
Figure 89: Mexico: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 90: Others: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
Figure 91: Others: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 92: Middle East and Africa: Data Wrangling Market: Sales Value (in Million US$), 2017 & 2022
Figure 93: Middle East and Africa: Data Wrangling Market: Breakup by Country (in %), 2022
Figure 94: Middle East and Africa: Data Wrangling Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 95: Global: Data Wrangling Industry: SWOT Analysis
Figure 96: Global: Data Wrangling Industry: Value Chain Analysis
Figure 97: Global: Data Wrangling Industry: Porter's Five Forces Analysis

List of Tables

Table 1: Global: Data Wrangling Market: Key Industry Highlights, 2022 and 2028
Table 2: Global: Data Wrangling Market Forecast: Breakup by Component (in Million US$), 2023-2028
Table 3: Global: Data Wrangling Market Forecast: Breakup by Deployment Mode (in Million US$), 2023-2028
Table 4: Global: Data Wrangling Market Forecast: Breakup by Organization Size (in Million US$), 2023-2028
Table 5: Global: Data Wrangling Market Forecast: Breakup by Business Function (in Million US$), 2023-2028
Table 6: Global: Data Wrangling Market Forecast: Breakup by Industry Vertical (in Million US$), 2023-2028
Table 7: Global: Data Wrangling Market Forecast: Breakup by Region (in Million US$), 2023-2028
Table 8: Global: Data Wrangling Market: Competitive Structure
Table 9: Global: Data Wrangling Market: Key Players

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