調査レポートカテゴリー： IT/電子, MarketsandMarkets, 世界

Data Wrangling Market by Business Function (Marketing and Sales, Finance, Operations, HR, and Legal), Component (Tools and Services), Deployment Model, Organization Size, Industry Vertical, and Region - Global Forecast to 2023

データラングリングの世界市場予測（～2023年）

◆タイトル：Data Wrangling Market by Business Function (Marketing and Sales, Finance, Operations, HR, and Legal), Component (Tools and Services), Deployment Model, Organization Size, Industry Vertical, and Region - Global Forecast to 2023
◆商品コード：TC6253
◆調査・発行会社：MarketsandMarkets
◆発行日：2018年5月8日
◆ページ数：165
◆レポート形式：PDF / 英語
◆納品方法：Eメール（受注後24時間以内）
◆調査対象地域：グローバル
◆産業分野：IT・通信
◆販売価格オプション（消費税別）

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【レポートの概要】

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Increasing volume and velocity of data is the key growth driver for the data wrangling market The data wrangling market size is expected to grow from USD 1.29 billion in 2018 to USD 3.18 billion by 2023, at a Compound Annual Growth Rate (CAGR) of 19.7% during the forecast period. The growth factors include the increasing volume and velocity of data and advancements in AI and ML technologies. However, companies’ reluctance to shift from traditional ETL tools to advanced automated tools is a restraining factor in the data wrangling market.
Finance business function is estimated to hold the largest market size in 2018 in the data wrangling market.
Recognition software consists of various modules used for object, voice, speech, image, gesture, facial, and character recognition. The recognition software provides highly integrated tools that help bot developers integrate AI into the software to enable the robot to tackle problems, such as language and dialog skills.
The finance business application utilizes the power of analytics to determine risk factors, enhance business processes, invest judiciously, access profitability, identify target customers, and predict future events. Along with this, analytics software also assists in improving client relations, driving revenue, managing risks, meeting regulatory obligations, streamlining back-office processes, and developing high quality products and services. Data wrangling tools are the precursor to analytics and thus would be adopted substantially with the growing use of analytics in finance business process.
Asia Pacific (APAC) is expected to grow at the highest rate during the forecast period in the data wrangling market by region
The APAC region is expected to grow at the highest rate in the data wrangling market during the forecast period. Australia, New Zealand, China, Singapore, and Japan are witnessing growth in big data and analytics startups. This would create numerous growth opportunities especially in China, India, Bangladesh, and others. With the growth of smart cities and proliferation of IoT devices, the region is expected to witness huge growth in the coming years.
Data wrangling solution providers have started expanding their footprint in Japan owing to the increase in big data and rising need for data preparation solutions. For instance, Paxata partnered with K.K. Ashisuto to serve as a distributor for Paxata’s data preparation solution. This is expected to drive the growth of data wrangling solutions during the forecast period.
In the process of determining and verifying the market size for several segments and subsegments gathered through secondary research, extensive primary interviews were conducted with the key people. The break-up of the profile of the primary participants is as follows:
• By Company: Tier 1 – 33 %, Tier 2 –26%, and Tier 3 –41%
• By Designation: C level – 37%, Director level – 44%, and Others – 19%
• By Region: North America – 36%, Europe – 29%, APAC – 25% and RoW – 10%
The data wrangling market comprises following major vendors:
1. Trifacta (US)
2. Datawatch (US)
3. Dataiku (France)
4. IBM (US)
5. SAS Institute (US)
6. Oracle (US)
7. Talend (US)
8. Alteryx (US)
9. TIBCO (US)
10. Paxata (US)
11. Informatica (US)
12. Hitachi Vantara (US)
13. Teradata (US)
14. Datameer (US)
15. Cooladata (US)
16. Unifi (US)
17. Rapid Insight (US)
18. Infogi (US)
19. Zaloni (US)
20. Impetus (US)
21. Ideata Analytics (India)
22. Onedot (Switzerland)
23. IRI (US)
24. Brillio (US)
25. TMMData (US)
Research Report
The report segments the data wrangling market by business functions (marketing and sales, finance, operations, HR, and legal), components (tools and services), deployment models (on-premises and on-demand), organization sizes (large enterprises and SMEs), verticals (BFSI, telecom and IT, retail and eCommerce, healthcare and life sciences, travel and hospitality, government, manufacturing, energy and utilities, transportation and logistics, and others), and regions (North America, Europe, APAC, MEA, and Latin America).
Reasons to Buy the Report
• To get a comprehensive overview of the global data wrangling market
• To gain wide-range of information about the top players in this market, their product portfolios, and the key strategies adopted
• To gain insights into the major countries/regions, in which the data wrangling market is flourishing across verticals

【レポートの目次】

TABLE OF CONTENTS

1 INTRODUCTION 17
1.1 OBJECTIVES OF THE STUDY 17
1.2 MARKET DEFINITION 17
1.3 MARKET SCOPE 18
1.4 YEARS CONSIDERED FOR THE STUDY 19
1.5 CURRENCY 19
1.6 STAKEHOLDERS 20
2 RESEARCH METHODOLOGY 21
2.1 RESEARCH DATA 21
2.1.1 SECONDARY DATA 22
2.1.2 PRIMARY DATA 22
2.1.2.1 Breakdown of primaries 23
2.1.2.2 Key industry insights 24
2.2 MARKET SIZE ESTIMATION 26
2.3 RESEARCH ASSUMPTIONS 28
2.4 LIMITATIONS 28
3 EXECUTIVE SUMMARY 29
4 PREMIUM INSIGHTS 34
4.1 ATTRACTIVE OPPORTUNITIES IN THE DATA WRANGLING MARKET 34
4.2 DATA WRANGLING MARKET, BY APPLICATION AND REGION 35
4.3 DATA WRANGLING MARKET: MARKET SHARE, BY REGION 36
4.4 LIFE CYCLE ANALYSIS, BY REGION, 2018 37
5 MARKET OVERVIEW 38
5.1 INTRODUCTION 38
5.1.1 DRIVERS 39
5.1.1.1 Increasing volume and velocity of data 39
5.1.1.2 Advancements in AI and ML technologies 39
5.1.2 RESTRAINTS 39
5.1.2.1 Reluctance to shift from traditional ETL tools to advanced automated tools 39
5.1.3 OPPORTUNITIES 40
5.1.3.1 Increasing regulatory pressure 40
5.1.3.2 Growth of edge computing 40

5.1.4 CHALLENGES 40
5.1.4.1 Lack of awareness of data wrangling tools among SMEs 40
5.1.4.2 Concerns regarding data quality 41
5.2 DATA TYPES 41
5.2.1 CUSTOMER DATA 41
5.2.2 PRODUCT DATA 42
5.2.3 FINANCE DATA 42
5.2.4 COMPLIANCE DATA 42
5.2.5 SUPPLIER DATA 42
5.3 DATA WRANGLING: USE CASES 43
5.3.1 USE CASE #1: UNIFICATION OF DATA 43
5.3.2 USE CASE #2: DATA WRANGLING AND ANALYTICS TO OBTAIN CUSTOMER INSIGHTS 43
5.3.3 USE CASE #3: DATA INTEGRATION SAVED FORTUNE 50 TELECOM GIANT MILLIONS IN CALL CENTER INTERACTIONS 44
5.3.4 USE CASE #4: ONEDOT MADE IT SIMPLE FOR ZAGENO TO INTEGRATE UNSTRUCTURED DATA AND DELIVER THE BEST POSSIBLE SEARCH RESULTS 45
6 DATA WRANGLING MARKET, BY BUSINESS FUNCTION 46
6.1 INTRODUCTION 47
6.2 FINANCE 48
6.3 MARKETING AND SALES 48
6.4 OPERATIONS 49
6.5 HUMAN RESOURCES 50
6.6 LEGAL 51
7 DATA WRANGLING MARKET, BY COMPONENT 52
7.1 INTRODUCTION 53
7.2 TOOLS 54
7.3 SERVICES 55
7.3.1 MANAGED SERVICES 56
7.3.2 PROFESSIONAL SERVICES 57
7.3.2.1 Consulting services 58
7.3.2.2 Support and maintenance services 59
8 DATA WRANGLING MARKET, BY DEPLOYMENT MODEL 60
8.1 INTRODUCTION 61
8.2 ON-PREMISES 62
8.3 CLOUD 62
9 DATA WRANGLING MARKET, BY ORGANIZATION SIZE 64
9.1 INTRODUCTION 65
9.2 LARGE ENTERPRISES 66
9.3 SMALL AND MEDIUM-SIZED ENTERPRISES 66
10 DATA WRANGLING MARKET, BY INDUSTRY VERTICAL 68
10.1 INTRODUCTION 69
10.2 BANKING, FINANCIAL SERVICES, AND INSURANCE 70
10.3 GOVERNMENT AND PUBLIC SECTOR 71
10.4 HEALTHCARE AND LIFE SCIENCES 72
10.5 RETAIL AND ECOMMERCE 72
10.6 TRAVEL AND HOSPITALITY 73
10.7 AUTOMOTIVE AND TRANSPORTATION 74
10.8 ENERGY AND UTILITIES 75
10.9 TELECOMMUNICATION AND IT 75
10.10 MANUFACTURING 76
10.11 OTHERS 77
11 DATA WRANGLING MARKET, BY REGION 78
11.1 INTRODUCTION 79
11.2 NORTH AMERICA 80
11.2.1 BY COUNTRY 84
11.2.1.1 United States 84
11.2.1.2 Canada 85
11.3 EUROPE 86
11.3.1 BY COUNTRY 89
11.3.1.1 United Kingdom 89
11.3.1.2 Germany 90
11.3.1.3 France 90
11.3.1.4 Rest of Europe 90
11.4 ASIA PACIFIC 91
11.4.1 BY COUNTRY 94
11.4.1.1 China 94
11.4.1.2 Australia and New Zealand 94
11.4.1.3 Singapore 95
11.4.1.4 Japan 95
11.4.1.5 Rest of APAC 95
11.5 MIDDLE EAST AND AFRICA 96
11.5.1 BY COUNTRY 99
11.5.1.1 United Arab Emirates (UAE) 99
11.5.1.2 Kingdom of Saudi Arabia 99
11.5.1.3 Qatar 99
11.5.1.4 South Africa 99
11.5.1.5 Rest of MEA 99

11.6 LATIN AMERICA 100
11.6.1 BY COUNTRY 103
11.6.1.1 Brazil 103
11.6.1.2 Mexico 103
11.6.1.3 Rest of Latin America 104
12 COMPETITIVE LANDSCAPE 105
12.1 OVERVIEW 105
12.2 PROMINENT PLAYERS IN THE DATA WRANGLING MARKET 106
12.3 COMPETITIVE SCENARIO 107
12.3.1 NEW PRODUCT LAUNCHES AND PRODUCT UPGRADATIONS 107
12.3.2 PARTNERSHIPS, COLLABORATIONS, AND AGREEMENTS 108
12.3.3 BUSINESS EXPANSIONS 109
12.3.4 ACQUISITIONS 109
13 COMPANY PROFILES 110
(Business Overview, Solutions/Software Offered, Recent Developments, SWOT Analysis, and MnM View)*
13.1 IBM 110
13.2 ORACLE 113
13.3 SAS INSTITUTE 116
13.4 TRIFACTA 119
13.5 DATAWATCH 122
13.6 TALEND 125
13.7 ALTERYX 127
13.8 DATAIKU 129
13.9 TIBCO SOFTWARE 131
13.10 PAXATA 133
13.11 INFORMATICA 135
13.12 HITACHI VANTARA 137
13.13 TERADATA 139
13.14 IRI, THE COSORT COMPANY 141
13.15 BRILLIO 142
13.16 ONEDOT 143
13.17 TMMDATA 145
13.18 DATAMEER 147
13.19 COOLADATA 148
13.20 UNIFI SOFTWARE 149
13.21 RAPID INSIGHT 150
13.22 INFOGIX 151
13.23 ZALONI 152
13.24 IMPETUS 153
13.25 IDEATA ANALYTICS 154
*Details on Business Overview, Solutions/Software Offered, Recent Developments, SWOT Analysis, and MnM View might not be captured in case of unlisted companies.
14 APPENDIX 155
14.1 KEY INSIGHTS OF INDUSTRY EXPERTS 155
14.2 DISCUSSION GUIDE 156
14.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 160
14.4 INTRODUCING RT: REAL-TIME MARKET INTELLIGENCE 162
14.5 AVAILABLE CUSTOMIZATION 163
14.6 RELATED REPORTS 163
14.7 AUTHOR DETAILS 164

LIST OF TABLES

TABLE 1 DATA WRANGLING MARKET SIZE, 2016–2023 (USD MILLION) 30
TABLE 2 DATA WRANGLING MARKET SIZE, BY BUSINESS FUNCTION,
2016–2023 (USD MILLION) 47
TABLE 3 FINANCE: DATA WRANGLING MARKET SIZE, BY REGION,
2016–2023 (USD MILLION) 48
TABLE 4 MARKETING AND SALES: DATA WRANGLING MARKET SIZE, BY REGION,
2016–2023 (USD MILLION) 49
TABLE 5 OPERATIONS: DATA WRANGLING MARKET SIZE, BY REGION,
2016–2023 (USD MILLION) 49
TABLE 6 HUMAN RESOURCES: DATA WRANGLING MARKET SIZE, BY REGION,
2016–2023 (USD MILLION) 50
TABLE 7 LEGAL: DATA WRANGLING MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 51
TABLE 8 DATA WRANGLING MARKET SIZE, BY COMPONENT, 2016–2023 (USD MILLION) 53
TABLE 9 TOOLS: DATA WRANGLING MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 54
TABLE 10 SERVICES: DATA WRANGLING MARKET SIZE, BY REGION,
2016–2023 (USD MILLION) 55
TABLE 11 SERVICES: DATA WRANGLING MARKET SIZE, BY TYPE, 2016–2023 (USD MILLION) 56
TABLE 12 MANAGED SERVICES MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 56
TABLE 13 PROFESSIONAL SERVICES MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 57
TABLE 14 PROFESSIONAL SERVICES MARKET SIZE, BY TYPE, 2016–2023 (USD MILLION) 58
TABLE 15 CONSULTING SERVICES MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 58
TABLE 16 SUPPORT AND MAINTENANCE SERVICES MARKET SIZE, BY REGION,
2016–2023 (USD MILLION) 59
TABLE 17 DATA WRANGLING MARKET SIZE, BY DEPLOYMENT MODEL,
2016–2023 (USD MILLION) 61
TABLE 18 ON-PREMISES: DATA WRANGLING MARKET SIZE, BY REGION,
2016–2023 (USD MILLION) 62
TABLE 19 CLOUD: DATA WRANGLING MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 63
TABLE 20 DATA WRANGLING MARKET SIZE, BY ORGANIZATION SIZE,
2016–2023 (USD MILLION) 65
TABLE 21 LARGE ENTERPRISES: DATA WRANGLING MARKET SIZE, BY REGION,
2016–2023 (USD MILLION) 66
TABLE 22 SMALL AND MEDIUM-SIZED ENTERPRISES: DATA WRANGLING MARKET SIZE,
BY REGION, 2016–2023 (USD MILLION) 67
TABLE 23 DATA WRANGLING MARKET SIZE, BY INDUSTRY VERTICAL,
2016–2023 (USD MILLION) 69
TABLE 24 BANKING, FINANCIAL SERVICES, AND INSURANCE: DATA WRANGLING MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 70
TABLE 25 GOVERNMENT AND PUBLIC SECTOR: DATA WRANGLING MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 71
TABLE 26 HEALTHCARE AND LIFE SCIENCES: DATA WRANGLING MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 72
TABLE 27 RETAIL AND ECOMMERCE: DATA WRANGLING MARKET SIZE, BY REGION,
2016–2023 (USD MILLION) 73
TABLE 28 TRAVEL AND HOSPITALITY: DATA WRANGLING MARKET SIZE, BY REGION,
2016–2023 (USD MILLION) 74
TABLE 29 AUTOMOTIVE AND TRANSPORTATION: DATA WRANGLING MARKET SIZE,
BY REGION, 2016–2023 (USD MILLION) 74
TABLE 30 ENERGY AND UTILITIES: DATA WRANGLING MARKET SIZE, BY REGION,
2016–2023 (USD MILLION) 75
TABLE 31 TELECOMMUNICATION AND IT: DATA WRANGLING MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 76
TABLE 32 MANUFACTURING: DATA WRANGLING MARKET SIZE, BY REGION,
2016–2023 (USD MILLION) 76
TABLE 33 OTHERS: DATA WRANGLING MARKET SIZE, BY REGION,
2016–2023 (USD MILLION) 77
TABLE 34 DATA WRANGLING MARKET SIZE, BY REGION, 2016–2023 (USD MILLION) 79
TABLE 35 NORTH AMERICA: DATA WRANGLING MARKET SIZE, BY COMPONENT,
2016–2023 (USD MILLION) 81
TABLE 36 NORTH AMERICA: DATA WRANGLING MARKET SIZE, BY SERVICE,
2016–2023 (USD MILLION) 82
TABLE 37 NORTH AMERICA: DATA WRANGLING MARKET SIZE, BY PROFESSIONAL SERVICE, 2016–2023 (USD MILLION) 82
TABLE 38 NORTH AMERICA: DATA WRANGLING MARKET SIZE, BY BUSINESS FUNCTION, 2016–2023 (USD MILLION) 82
TABLE 39 NORTH AMERICA: DATA WRANGLING MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2023 (USD MILLION) 83
TABLE 40 NORTH AMERICA: DATA WRANGLING MARKET SIZE, BY ORGANIZATION SIZE, 2016–2023 (USD MILLION) 83
TABLE 41 NORTH AMERICA: DATA WRANGLING MARKET SIZE, BY INDUSTRY VERTICAL, 2016–2023 (USD MILLION) 84
TABLE 42 NORTH AMERICA: DATA WRANGLING MARKET SIZE, BY COUNTRY,
2016–2023 (USD MILLION) 85
TABLE 43 EUROPE: DATA WRANGLING MARKET SIZE, BY COMPONENT,
2016–2023 (USD MILLION) 86
TABLE 44 EUROPE: DATA WRANGLING MARKET SIZE, BY SERVICE,
2016–2023 (USD MILLION) 86
TABLE 45 EUROPE: DATA WRANGLING MARKET SIZE, BY PROFESSIONAL SERVICE,
2016–2023 (USD MILLION) 87
TABLE 46 EUROPE: DATA WRANGLING MARKET SIZE, BY BUSINESS FUNCTION,
2016–2023 (USD MILLION) 87
TABLE 47 EUROPE: DATA WRANGLING MARKET SIZE, BY DEPLOYMENT MODEL,
2016–2023 (USD MILLION) 88
TABLE 48 EUROPE: DATA WRANGLING MARKET SIZE, BY ORGANIZATION SIZE,
2016–2023 (USD MILLION) 88
TABLE 49 EUROPE: DATA WRANGLING MARKET SIZE, BY INDUSTRY VERTICAL,
2016–2023 (USD MILLION) 89
TABLE 50 EUROPE: DATA WRANGLING MARKET SIZE, BY COUNTRY,
2016–2023 (USD MILLION) 90
TABLE 51 ASIA PACIFIC: DATA WRANGLING MARKET SIZE, BY COMPONENT,
2016–2023 (USD MILLION) 91
TABLE 52 ASIA PACIFIC: DATA WRANGLING MARKET SIZE, BY SERVICE,
2016–2023 (USD MILLION) 92
TABLE 53 ASIA PACIFIC: DATA WRANGLING MARKET SIZE, BY PROFESSIONAL SERVICE, 2016–2023 (USD MILLION) 92
TABLE 54 ASIA PACIFIC: DATA WRANGLING MARKET SIZE, BY BUSINESS FUNCTION,
2016–2023 (USD MILLION) 93
TABLE 55 ASIA PACIFIC: DATA WRANGLING MARKET SIZE, BY DEPLOYMENT MODEL,
2016–2023 (USD MILLION) 93
TABLE 56 ASIA PACIFIC: DATA WRANGLING MARKET SIZE, BY ORGANIZATION SIZE,
2016–2023 (USD MILLION) 93
TABLE 57 ASIA PACIFIC: DATA WRANGLING MARKET SIZE, BY INDUSTRY VERTICAL,
2016–2023 (USD MILLION) 94
TABLE 58 ASIA PACIFIC: DATA WRANGLING MARKET SIZE, BY COUNTRY,
2016–2023 (USD MILLION) 95
TABLE 59 MIDDLE EAST AND AFRICA: DATA WRANGLING MARKET SIZE, BY COMPONENT, 2016–2023 (USD MILLION) 96
TABLE 60 MIDDLE EAST AND AFRICA: DATA WRANGLING MARKET SIZE, BY SERVICE,
2016–2023 (USD MILLION) 96
TABLE 61 MIDDLE EAST AND AFRICA: DATA WRANGLING MARKET SIZE, BY PROFESSIONAL SERVICE, 2016–2023 (USD MILLION) 97
TABLE 62 MIDDLE EAST AND AFRICA: DATA WRANGLING MARKET SIZE, BY BUSINESS FUNCTION, 2016–2023 (USD MILLION) 97
TABLE 63 MIDDLE EAST AND AFRICA: DATA WRANGLING MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2023 (USD MILLION) 97
TABLE 64 MIDDLE EAST AND AFRICA: DATA WRANGLING MARKET SIZE, BY ORGANIZATION SIZE, 2016–2023 (USD MILLION) 98
TABLE 65 MIDDLE EAST AND AFRICA: DATA WRANGLING MARKET SIZE, BY INDUSTRY VERTICAL, 2016–2023 (USD MILLION) 98
TABLE 66 MIDDLE EAST AND AFRICA: DATA WRANGLING MARKET SIZE, BY COUNTRY,
2016–2023 (USD MILLION) 100
TABLE 67 LATIN AMERICA: DATA WRANGLING MARKET SIZE, BY COMPONENT,
2016–2023 (USD MILLION) 100
TABLE 68 LATIN AMERICA: DATA WRANGLING MARKET SIZE, BY SERVICE,
2016–2023 (USD MILLION) 101
TABLE 69 LATIN AMERICA: DATA WRANGLING MARKET SIZE, BY PROFESSIONAL SERVICE, 2016–2023 (USD MILLION) 101
TABLE 70 LATIN AMERICA: DATA WRANGLING MARKET SIZE, BY BUSINESS FUNCTION, 2016–2023 (USD MILLION) 101
TABLE 71 LATIN AMERICA: DATA WRANGLING MARKET SIZE, BY DEPLOYMENT MODEL, 2016–2023 (USD MILLION) 102
TABLE 72 LATIN AMERICA: DATA WRANGLING MARKET SIZE, BY ORGANIZATION SIZE,
2016–2023 (USD MILLION) 102
TABLE 73 LATIN AMERICA: DATA WRANGLING MARKET SIZE, BY INDUSTRY VERTICAL,
2016–2023 (USD MILLION) 103
TABLE 74 LATIN AMERICA: DATA WRANGLING MARKET SIZE, BY COUNTRY,
2016–2023 (USD MILLION) 104
TABLE 75 NEW PRODUCT LAUNCHES AND PRODUCT UPGRADATIONS, 2014–2018 107
TABLE 76 PARTNERSHIPS, COLLABORATIONS, AND AGREEMENTS, 2014–2018 108
TABLE 77 BUSINESS EXPANSIONS, 2014–2018 109
TABLE 78 ACQUISITIONS, 201–2018 109

LIST OF FIGURES

FIGURE 1 DATA WRANGLING MARKET: MARKET SEGMENTATION 18
FIGURE 2 DATA WRANGLING MARKET, BY REGION AND COUNTRY 19
FIGURE 3 DATA WRANGLING MARKET: RESEARCH DESIGN 21
FIGURE 4 BREAKDOWN OF PRIMARY INTERVIEWS: BY COMPANY, DESIGNATION,
AND REGION 23
FIGURE 5 DATA TRIANGULATION 25
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH 26
FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 27
FIGURE 8 DATA WRANGLING MARKET: ASSUMPTIONS 28
FIGURE 9 GLOBAL DATA WRANGLING MARKET IS EXPECTED TO WITNESS SIGNIFICANT GROWTH DURING THE FORECAST PERIOD 30
FIGURE 10 DATA WRANGLING MARKET SNAPSHOT, BY COMPONENT (2018 VS. 2023) 31
FIGURE 11 DATA WRANGLING MARKET SNAPSHOT, BY SERVICE (2018 VS. 2023) 31
FIGURE 12 DATA WRANGLING MARKET SNAPSHOT, BY BUSINESS FUNCTION (2018 VS. 2023) 32
FIGURE 13 DATA WRANGLING MARKET SNAPSHOT, BY DEPLOYMENT MODEL (2018 VS. 2023) 32
FIGURE 14 DATA WRANGLING MARKET SNAPSHOT, BY INDUSTRY VERTICAL (2018 VS 2023) 33
FIGURE 15 DATA WRANGLING MARKET GROWTH IS DRIVEN BY RAPID GROWTH IN DATA VOLUMES AND STRINGENT REGULATORY AND COMPLIANCE MANDATES 34
FIGURE 16 FINANCE, AND NORTH AMERICA ARE ESTIMATED TO HAVE THE LARGEST MARKET SHARES IN 2018 35
FIGURE 17 NORTH AMERICA IS ESTIMATED TO HAVE THE LARGEST MARKET SHARE IN 2018 36
FIGURE 18 ASIA PACIFIC IS EXPECTED TO WITNESS SIGNIFICANT GROWTH DURING THE FORECAST PERIOD 37
FIGURE 19 DATA WRANGLING MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 38
FIGURE 20 OPERATIONS BUSINESS FUNCTION IS EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 47
FIGURE 21 SERVICES SEGMENT IS EXPECTED TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 53
FIGURE 22 MANAGED SERVICES SEGMENT IS EXPECTED TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 55
FIGURE 23 CONSULTING SERVICES SEGMENT IS EXPECTED TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 57
FIGURE 24 CLOUD DEPLOYMENT MODEL IS EXPECTED TO REGISTER A HIGHER CAGR DURING THE FORECAST PERIOD 61
FIGURE 25 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT IS EXPECTED TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 65
FIGURE 26 HEALTHCARE AND LIFE SCIENCES INDUSTRY VERTICAL IS EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 69
FIGURE 27 ASIA PACIFIC IS EXPECTED TO HAVE THE HIGHEST CAGR DURING THE FORECAST PERIOD 79
FIGURE 28 ASIA PACIFIC IS EXPECTED TO REGISTER THE HIGHEST GROWTH RATE IN THE DATA WRANGLING MARKET DURING THE FORECAST PERIOD 80
FIGURE 29 NORTH AMERICA: MARKET SNAPSHOT 81
FIGURE 30 ASIA PACIFIC: MARKET SNAPSHOT 91
FIGURE 31 KEY DEVELOPMENTS BY THE LEADING PLAYERS IN THE DATA WRANGLING MARKET, 2014–2018 105
FIGURE 32 IBM: COMPANY SNAPSHOT 110
FIGURE 33 IBM: SWOT ANALYSIS 112
FIGURE 34 ORACLE: COMPANY SNAPSHOT 113
FIGURE 35 ORACLE: SWOT ANALYSIS 114
FIGURE 36 SAS INSTITUTE: COMPANY SNAPSHOT 116
FIGURE 37 SAS INSTITUTE: SWOT ANALYSIS 118
FIGURE 38 TRIFACTA: SWOT ANALYSIS 121
FIGURE 39 DATAWATCH: COMPANY SNAPSHOT 122
FIGURE 40 DATAWATCH: SWOT ANALYSIS 124
FIGURE 41 TALEND: COMPANY SNAPSHOT 125
FIGURE 42 ALTERYX: COMPANY SNAPSHOT 127
FIGURE 43 TERADATA: COMPANY SNAPSHOT 139

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データラングリング

★調査レポート[データラングリングの世界市場予測（～2023年）] ( Data Wrangling Market by Business Function (Marketing and Sales, Finance, Operations, HR, and Legal), Component (Tools and Services), Deployment Model, Organization Size, Industry Vertical, and Region - Global Forecast to 2023 / TC6253) 販売に関する免責事項

[データラングリングの世界市場予測（～2023年）] ( Data Wrangling Market by Business Function (Marketing and Sales, Finance, Operations, HR, and Legal), Component (Tools and Services), Deployment Model, Organization Size, Industry Vertical, and Region - Global Forecast to 2023 / TC6253) についてEメールでお問い合わせ

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法執行機関向けソフトウェアの世界市場予測（～2023年）
TC6493 / MarketsandMarkets / 2018年8月1日 / MarketsandMarketsが発行した当調査レポートでは、法執行機関向けソフトウェアの世界市場について調査・分析し、エグゼクティブサマリー、市場インサイト、市場概観/市場動向、産業動向、コンポーネント別分析、ソリューション別（コンピューター支援ディスパッチ、ケース管理、インシデントレスポンス）分析、サービス別（実装、コンサルティング、トレーニング・サポート）分析、導入タイプ別分析、法執行機関向けソフトウェアの世界市場規模及び予測、市場動向、競争状況、関連企業分析などの情報をお届けいたします。...The global law enforcement software market size to grow at a CAGR of 9.3% during the forecast period.MarketsandMarkets expects the law enforcement software market size to grow from USD 11.64 billion in 2018 to USD 18.13 billion by 2023, at a Compound Annual Growth Rate (CAGR) of 9.3% during the forecast period. Major growth factors for the market include an increasing focus on community-oriented policing, the growing adoption of IoT-enabled products and social media platform, and rising demand for mobile-based law enforcement software. However, changing government compliances and regulations could restrain the market growth. Implementation services segment to account for...

ルート最適化ソフトウェアの世界市場予測（～2023年）
TC-6594 / MarketsandMarkets / 2018年9月13日 / MarketsandMarketsが発行した当調査レポートでは、ルート最適化ソフトウェアの世界市場について調査・分析し、エグゼクティブサマリー、市場インサイト、市場概観/市場動向、産業動向、コンポーネント（ソフトウェア、サービス）分析、産業（オンデマンド食品デリバリー、ライドシェア・タクシーサービス、フィールドサービス、小売・FMCG）分析、組織サイズ分析、導入タイプ分析、ルート最適化ソフトウェアの世界市場規模及び予測、市場動向、競争状況、関連企業分析などの情報をお届けいたします。...The route optimization software market size is expected to grow from to grow from USD 2.95 billion in 2018 to USD 5.07 billion by 2023, at a CAGR of 11.4% from 2018 to 2023. The major drivers of the market include the increasing use of logistics-specific solutions and declining hardware and connectivity costs. The scope of the report covers the route optimization software market analysis by component (software and services), deployment type, organization size, vertical, and region. The software segment is expected to account for a larger share during the forecast period as compared to the services segment, owing to...

ホームセキュリティシステムの世界市場予測（～2023年）
SE-6558 / MarketsandMarkets / 2018年8月28日 / MarketsandMarketsが発行した当調査レポートでは、ホームセキュリティシステムの世界市場について調査・分析し、エグゼクティブサマリー、市場インサイト、市場概観/市場動向、バリューチェーン分析、住宅のタイプ別（戸建て、マンション・アパート）分析、システムタイプ別（業者によるインストール・監視、セルフインストール・業者による監視、DIY）分析、提供別（製品、サービス）分析、ホームセキュリティシステムの世界市場規模及び予測、市場動向、競争状況、関連企業分析などの情報をお届けいたします。...According to MarketsandMarkets, the home security system market is expected to reach USD 74.75 billion by 2023 from USD 45.58 billion in 2018, at a CAGR of 10.40% during the forecast period. The growth of the home security system market can be attributed to the emergence of IoT and wireless technologies, and increasing customer awareness . Video surveillance security systems are likely to hold the largest share of the home security product market by 2018. Among all products, a video surveillance system records all the activities in the vicinity; hence, a user can keep a watch on any untoward activity...

デジタルサイネージ用ソフトウェアの世界市場予測（～2023年）
MAM-SE5358 / MarketsandMarkets / 2017年6月19日 / 当調査レポートでは、デジタルサイネージ用ソフトウェアの世界市場について調査・分析し、エグゼクティブサマリー、市場インサイト、市場概観/市場動向、産業動向、バリューチェーン分析、ソフトウェア種類別分析、サービス別分析、用途別分析、地域別分析、デジタルサイネージ用ソフトウェアの世界市場規模及び予測、市場動向、競争状況、関連企業分析などの情報をお届けいたします。...“Advancements in technology offerings and infrastructure expansions are boosting the growth of the digital signage software market”The digital signage software market was valued at USD 4.48 billion in 2016 and is expected to reach USD 9.24 billion by 2023, at a CAGR of 10.2% during the forecast period. The growth of the market is propelled by the increasing demand for digital signage in public and commercial sectors, along with its high cost efficiency and assured return on investment. The market is further driven by factors such as increasing focus on energy consumption, the rising demand for OLED-based displays, and improvements...

データヒストリアンの世界市場予測（～2023年）
TC6512 / MarketsandMarkets / 2018年8月8日 / MarketsandMarketsが発行した当調査レポートでは、データヒストリアンの世界市場について調査・分析し、エグゼクティブサマリー、市場インサイト、市場概観/市場動向、産業動向、市場シェア分析、用途別（生産トラッキング、環境監査、資産パフォーマンス管理、GRC管理）分析、コンポーネント別（ソフトウェア・ツール、サービス）分析、導入モード別分析、組織規模別分析、データヒストリアンの世界市場規模及び予測、市場動向、競争状況、関連企業分析などの情報をお届けいたします。...“Rapidly growing volumes of industrial big data and an increasing demand for consolidated data for process and performance improvement are the major driving factors for the global data historian market.”The global data historian market size is expected to grow from USD 914.9 million in 2018 to USD 1,271.1 million by 2023, at a Compound Annual Growth Rate (CAGR) of 6.8% during the forecast period. Major growth factors for the market include the increasing business need to consolidate the data for performance and quality improvement; and rapidly growing volumes of industrial big data which are difficult to manage as it is...

バージョン管理システムの世界市場予測（～2023年）
TC-6376 / MarketsandMarkets / 2018年6月14日 / MarketsandMarketsが発行した当調査レポートでは、バージョン管理システムの世界市場について調査・分析し、エグゼクティブサマリー、市場インサイト、市場概観/市場動向、産業動向、種類別分析、導入方式別分析、企業規模別分析、産業別分析、バージョン管理システムの世界市場規模及び予測、市場動向、競争状況、関連企業分析などの情報をお届けいたします。...“Increasing need to reduce complexities during software development process expected to drive the global version control systems market.”The version control systems market is projected to grow from USD 438.8 million in 2018 to USD 716.1 million by 2023, at a CAGR of 10.3% from 2018 to 2023. Factors such as increasing need to reduce complexities during software development process and continuously growing adoption of smartphones and tablets are expected to fuel the growth of the version control systems market across the globe. The use of diverse applications in IT organizations, however, restrains the market growth. “The distributed version control systems...

クラウドマイクロサービスの世界市場予測（～2023年）
TC-6352 / MarketsandMarkets / 2018年6月6日 / MarketsandMarketsが発行した当調査レポートでは、クラウドマイクロサービスの世界市場について調査・分析し、エグゼクティブサマリー、市場インサイト、市場概観/市場動向、産業動向、市場シェア分析、構成要素（プラットフォーム、サービス）別分析、導入方式別分析、企業規模別分析、産業別分析、クラウドマイクロサービスの世界市場規模及び予測、市場動向、競争状況、関連企業分析などの情報をお届けいたします。...“The digital transformation is driving the global cloud microservices market.” The global cloud microservices market size is expected to grow from USD 683.2 million in 2018 to USD 1880.0 million by 2023, at a Compound Annual Growth Rate (CAGR) of 22.4% during the forecast period. Digital transformation, proliferation of microservices architecture, and customer-oriented businesses are some of the factors expected to drive the global cloud microservices market. However, security and compliance may restrain the growth of the market. “Banking, Financial Services, and Insurance (BFSI) industry vertical is expected to hold the largest market size during the forecast period.” Among the...

トンネル監視装置の世界市場予測（～2023年）
SE6215 / MarketsandMarkets / 2018年4月26日 / 当調査レポートでは、トンネル監視装置の世界市場について調査・分析し、エグゼクティブサマリー、市場インサイト、市場概観/市場動向、バリューチェーン分析、提供方式別分析、トンネル種類別分析、ネットワーク技術別分析、地域別分析、トンネル監視装置の世界市場規模及び予測、市場動向、競争状況、関連企業分析などの情報をお届けいたします。...“Catastrophic failures of tunnels, resulting in loss of lives and incurring high costs, to drive the growth of the tunnel monitoring system market” The tunnel monitoring system market is expected to grow from USD 340.7 million in 2018 to USD 663.8 million by 2023, at a CAGR of 14.27% between 2018 and 2023. The increasing investments in tunnel infrastructure across countries worldwide, catastrophic failure of tunnels resulting in loss of lives and incurring high costs, decreasing cost of sensors resulting in reduced cost of tunnel monitoring systems, and strict regulations pertaining to tunnel safety are driving the growth of the...

プロジェクションマッピングの世界市場予測（～2023年）
MAM-SE-6635 / MarketsandMarkets / 2018年9月28日 / MarketsandMarketsが発行した当調査レポートでは、プロジェクションマッピングの世界市場について調査・分析し、エグゼクティブサマリー、市場インサイト、市場概観/市場動向、バリューチェーン分析、市場シェア分析、提供別（ハードウェア、ソフトウェア）分析、投写距離別（標準、短距離）分析、次元別（2D、3D、4D）分析、用途別（イベント、フェスティバル、大規模会場、小売・エンターテイメント）分析、プロジェクションマッピングの世界市場規模及び予測、市場動向、競争状況、関連企業分析などの情報をお届けいたします。...The overall projection mapping market is estimated at USD 1.37 billion in 2018 and is expected to reach USD 3.56 billion by 2023, at a CAGR of 21.10% during 2018–2023. The growth of this market is being fueled by the increasing adoption of projection mapping in media events over the last few years. The report covers the global projection mapping market on the basis of offering, dimension, throw distance, application, and geography. The projection mapping market based on application is expected to be led by large venues during the forecast period. Growing spending on amusement and theme parks is expected...

ABMの世界市場予測（～2023年）
MAM-TC-6638 / MarketsandMarkets / 2018年10月1日 / MarketsandMarketsが発行した当調査レポートでは、ABMの世界市場について調査・分析し、エグゼクティブサマリー、市場インサイト、市場概観/市場動向、産業動向、市場シェア分析、アカウントタイプ別（戦略的ABM、ABM Lite、プログラマティックABM）分析、コンポーネント別（ツール、サービス）分析、導入モデル別（オンプレミス、クラウド）分析、組織サイズ別（大企業、SME）分析、ABMの世界市場規模及び予測、市場動向、競争状況、関連企業分析などの情報をお届けいたします。...The global Account-Based Marketing market size is expected to grow from USD 651.9 million in 2018 to USD 1,196.9 million by 2023, at a Compound Annual Growth Rate (CAGR) of 12.9% during the forecast period. Major growth drivers for the market include the focus on identifying the right audience, growth of social media and social advertising, and increased customer lifetime value. In the ABM market by account type, the strategic ABM segment is expected to grow at the highest CAGR during the forecast period. The major growth driver is the increasing need by organizations to focus largely on larger accounts...

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