Global Data Preparation Tools Market 2024-2028

Global Data Preparation Tools Market 2024-2028


The data preparation tools market is forecasted to grow by USD 13628.9 mn during 2023-2028, accelerating at a CAGR of 32.14% during the forecast period. The report on the data preparation tools market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by data preparation tools helping in predictive analytics, rising need to improve business efficiency, and exponential increase in data.

Technavio's data preparation tools market is segmented as below:

ByDeployment
  • On-premise
  • Cloud
ByPlatform
  • Data integration
  • Self-service
ByGeography
  • North America
  • Europe
  • APAC
  • South America
  • Middle East and Africa
This study identifies the increasing number of organizations harnessing advantages of data preparation tools as one of the prime reasons driving the data preparation tools market growth during the next few years. Also, prevalence of internet and increased use of linked and integrated technologies and requirement of advanced analytics for operational efficiency will lead to sizable demand in the market.

The report on the data preparation tools market covers the following areas:
  • Data preparation tools market sizing
  • Data preparation tools market forecast
  • Data preparation tools market industry analysis
The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading data preparation tools market vendors that include Alation Inc., Altair Engineering Inc., Alteryx Inc., Crate.io Inc., Datameer Inc., DataRobot Inc., Datawatch Systems Inc., EasyMorph Inc., Informatica Inc., International Business Machines Corp., Microsoft Corp., MicroStrategy Inc., Precisely, QlikTech international AB, Quest Software Inc., Salesforce Inc., SAP SE, SAS Institute Inc., Talend Inc, and TIBCO Software Inc.. Also, the data preparation tools market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market and vendor landscape in addition to an analysis of the key vendors.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive research - both primary and secondary. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast the accurate market growth.


1 Executive Summary
1.1 Market overview
Executive Summary - Chart on Market Overview
Executive Summary - Data Table on Market Overview
Executive Summary - Chart on Global Market Characteristics
Executive Summary - Chart on Market By Geographical Landscape
Executive Summary - Chart on Market Segmentation by Deployment
Executive Summary - Chart on Market Segmentation by Platform
Executive Summary - Chart on Incremental Growth
Executive Summary - Data Table on Incremental Growth
Executive Summary - Chart on Company Market Positioning
2 Market Landscape
2.1 Market ecosystem
Parent Market
Data Table on - Parent Market
2.2 Market characteristics
Market characteristics analysis
2.3 Value chain analysis
Value Chain Analysis
3 Market Sizing
3.1 Market definition
Offerings of companies included in the market definition
3.2 Market segment analysis
Market segments
3.3 Market size 2023
3.4 Market outlook: Forecast for 2023-2028
Chart on Global - Market size and forecast 2023-2028 ($ million)
Data Table on Global - Market size and forecast 2023-2028 ($ million)
Chart on Global Market: Year-over-year growth 2023-2028 (%)
Data Table on Global Market: Year-over-year growth 2023-2028 (%)
4 Historic Market Size
4.1 Global Data Preparation Tools Market 2018 - 2022
Historic Market Size - Data Table on Global Data Preparation Tools Market 2018 - 2022 ($ million)
4.2 Deployment segment analysis 2018 - 2022
Historic Market Size - Deployment Segment 2018 - 2022 ($ million)
4.3 Platform segment analysis 2018 - 2022
Historic Market Size - Platform Segment 2018 - 2022 ($ million)
4.4 Geography segment analysis 2018 - 2022
Historic Market Size - Geography Segment 2018 - 2022 ($ million)
4.5 Country segment analysis 2018 - 2022
Historic Market Size - Country Segment 2018 - 2022 ($ million)
5 Five Forces Analysis
5.1 Five forces summary
Five forces analysis - Comparison between 2023 and 2028
5.2 Bargaining power of buyers
Bargaining power of buyers - Impact of key factors 2023 and 2028
5.3 Bargaining power of suppliers
Bargaining power of suppliers - Impact of key factors in 2023 and 2028
5.4 Threat of new entrants
Threat of new entrants - Impact of key factors in 2023 and 2028
5.5 Threat of substitutes
Threat of substitutes - Impact of key factors in 2023 and 2028
5.6 Threat of rivalry
Threat of rivalry - Impact of key factors in 2023 and 2028
5.7 Market condition
Chart on Market condition - Five forces 2023 and 2028
6 Market Segmentation by Deployment
6.1 Market segments
Chart on Deployment - Market share 2023-2028 (%)
Data Table on Deployment - Market share 2023-2028 (%)
6.2 Comparison by Deployment
Chart on Comparison by Deployment
Data Table on Comparison by Deployment
6.3 On-premise - Market size and forecast 2023-2028
Chart on On-premise - Market size and forecast 2023-2028 ($ million)
Data Table on On-premise - Market size and forecast 2023-2028 ($ million)
Chart on On-premise - Year-over-year growth 2023-2028 (%)
Data Table on On-premise - Year-over-year growth 2023-2028 (%)
6.4 Cloud - Market size and forecast 2023-2028
Chart on Cloud - Market size and forecast 2023-2028 ($ million)
Data Table on Cloud - Market size and forecast 2023-2028 ($ million)
Chart on Cloud - Year-over-year growth 2023-2028 (%)
Data Table on Cloud - Year-over-year growth 2023-2028 (%)
6.5 Market opportunity by Deployment
Market opportunity by Deployment ($ million)
Data Table on Market opportunity by Deployment ($ million)
7 Market Segmentation by Platform
7.1 Market segments
Chart on Platform - Market share 2023-2028 (%)
Data Table on Platform - Market share 2023-2028 (%)
7.2 Comparison by Platform
Chart on Comparison by Platform
Data Table on Comparison by Platform
7.3 Data integration - Market size and forecast 2023-2028
Chart on Data integration - Market size and forecast 2023-2028 ($ million)
Data Table on Data integration - Market size and forecast 2023-2028 ($ million)
Chart on Data integration - Year-over-year growth 2023-2028 (%)
Data Table on Data integration - Year-over-year growth 2023-2028 (%)
7.4 Self-service - Market size and forecast 2023-2028
Chart on Self-service - Market size and forecast 2023-2028 ($ million)
Data Table on Self-service - Market size and forecast 2023-2028 ($ million)
Chart on Self-service - Year-over-year growth 2023-2028 (%)
Data Table on Self-service - Year-over-year growth 2023-2028 (%)
7.5 Market opportunity by Platform
Market opportunity by Platform ($ million)
Data Table on Market opportunity by Platform ($ million)
8 Customer Landscape
8.1 Customer landscape overview
Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
9 Geographic Landscape
9.1 Geographic segmentation
Chart on Market share By Geographical Landscape 2023-2028 (%)
Data Table on Market share By Geographical Landscape 2023-2028 (%)
9.2 Geographic comparison
Chart on Geographic comparison
Data Table on Geographic comparison
9.3 North America - Market size and forecast 2023-2028
Chart on North America - Market size and forecast 2023-2028 ($ million)
Data Table on North America - Market size and forecast 2023-2028 ($ million)
Chart on North America - Year-over-year growth 2023-2028 (%)
Data Table on North America - Year-over-year growth 2023-2028 (%)
9.4 Europe - Market size and forecast 2023-2028
Chart on Europe - Market size and forecast 2023-2028 ($ million)
Data Table on Europe - Market size and forecast 2023-2028 ($ million)
Chart on Europe - Year-over-year growth 2023-2028 (%)
Data Table on Europe - Year-over-year growth 2023-2028 (%)
9.5 APAC - Market size and forecast 2023-2028
Chart on APAC - Market size and forecast 2023-2028 ($ million)
Data Table on APAC - Market size and forecast 2023-2028 ($ million)
Chart on APAC - Year-over-year growth 2023-2028 (%)
Data Table on APAC - Year-over-year growth 2023-2028 (%)
9.6 South America - Market size and forecast 2023-2028
Chart on South America - Market size and forecast 2023-2028 ($ million)
Data Table on South America - Market size and forecast 2023-2028 ($ million)
Chart on South America - Year-over-year growth 2023-2028 (%)
Data Table on South America - Year-over-year growth 2023-2028 (%)
9.7 Middle East and Africa - Market size and forecast 2023-2028
Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
9.8 US - Market size and forecast 2023-2028
Chart on US - Market size and forecast 2023-2028 ($ million)
Data Table on US - Market size and forecast 2023-2028 ($ million)
Chart on US - Year-over-year growth 2023-2028 (%)
Data Table on US - Year-over-year growth 2023-2028 (%)
9.9 UK - Market size and forecast 2023-2028
Chart on UK - Market size and forecast 2023-2028 ($ million)
Data Table on UK - Market size and forecast 2023-2028 ($ million)
Chart on UK - Year-over-year growth 2023-2028 (%)
Data Table on UK - Year-over-year growth 2023-2028 (%)
9.10 Germany - Market size and forecast 2023-2028
Chart on Germany - Market size and forecast 2023-2028 ($ million)
Data Table on Germany - Market size and forecast 2023-2028 ($ million)
Chart on Germany - Year-over-year growth 2023-2028 (%)
Data Table on Germany - Year-over-year growth 2023-2028 (%)
9.11 China - Market size and forecast 2023-2028
Chart on China - Market size and forecast 2023-2028 ($ million)
Data Table on China - Market size and forecast 2023-2028 ($ million)
Chart on China - Year-over-year growth 2023-2028 (%)
Data Table on China - Year-over-year growth 2023-2028 (%)
9.12 Canada - Market size and forecast 2023-2028
Chart on Canada - Market size and forecast 2023-2028 ($ million)
Data Table on Canada - Market size and forecast 2023-2028 ($ million)
Chart on Canada - Year-over-year growth 2023-2028 (%)
Data Table on Canada - Year-over-year growth 2023-2028 (%)
9.13 Market opportunity By Geographical Landscape
Market opportunity By Geographical Landscape ($ million)
Data Tables on Market opportunity By Geographical Landscape ($ million)
10 Drivers, Challenges, and Opportunity/Restraints
10.1 Market drivers
10.2 Market challenges
10.3 Impact of drivers and challenges
Impact of drivers and challenges in 2023 and 2028
10.4 Market opportunities/restraints
11 Competitive Landscape
11.1 Overview
11.2 Competitive Landscape
Overview on criticality of inputs and factors of differentiation
11.3 Landscape disruption
Overview on factors of disruption
11.4 Industry risks
Impact of key risks on business
12 Competitive Analysis
12.1 Companies profiled
Companies covered
12.2 Market positioning of companies
Matrix on companies position and classification
12.3 Alation Inc.
Alation Inc. - Overview
Alation Inc. - Product / Service
Alation Inc. - Key offerings
12.4 Altair Engineering Inc.
Altair Engineering Inc. - Overview
Altair Engineering Inc. - Business segments
Altair Engineering Inc. - Key news
Altair Engineering Inc. - Key offerings
Altair Engineering Inc. - Segment focus
12.5 Alteryx Inc.
Alteryx Inc. - Overview
Alteryx Inc. - Product / Service
Alteryx Inc. - Key news
Alteryx Inc. - Key offerings
12.6 Datawatch Systems Inc.
Datawatch Systems Inc. - Overview
Datawatch Systems Inc. - Product / Service
Datawatch Systems Inc. - Key offerings
12.7 Informatica Inc.
Informatica Inc. - Overview
Informatica Inc. - Product / Service
Informatica Inc. - Key news
Informatica Inc. - Key offerings
12.8 International Business Machines Corp.
International Business Machines Corp. - Overview
International Business Machines Corp. - Business segments
International Business Machines Corp. - Key news
International Business Machines Corp. - Key offerings
International Business Machines Corp. - Segment focus
12.9 Microsoft Corp.
Microsoft Corp. - Overview
Microsoft Corp. - Business segments
Microsoft Corp. - Key news
Microsoft Corp. - Key offerings
Microsoft Corp. - Segment focus
12.10 MicroStrategy Inc.
MicroStrategy Inc. - Overview
MicroStrategy Inc. - Product / Service
MicroStrategy Inc. - Key offerings
12.11 Precisely
Precisely - Overview
Precisely - Product / Service
Precisely - Key offerings
12.12 QlikTech international AB
QlikTech international AB - Overview
QlikTech international AB - Product / Service
QlikTech international AB - Key offerings
12.13 Salesforce Inc.
Salesforce Inc. - Overview
Salesforce Inc. - Product / Service
Salesforce Inc. - Key news
Salesforce Inc. - Key offerings
12.14 SAP SE
SAP SE - Overview
SAP SE - Business segments
SAP SE - Key news
SAP SE - Key offerings
SAP SE - Segment focus
12.15 SAS Institute Inc.
SAS Institute Inc. - Overview
SAS Institute Inc. - Product / Service
SAS Institute Inc. - Key news
SAS Institute Inc. - Key offerings
12.16 Talend Inc
Talend Inc - Overview
Talend Inc - Product / Service
Talend Inc - Key offerings
12.17 TIBCO Software Inc.
TIBCO Software Inc. - Overview
TIBCO Software Inc. - Product / Service
TIBCO Software Inc. - Key offerings
13 Appendix
13.1 Scope of the report
13.2 Inclusions and exclusions checklist
Inclusions checklist
Exclusions checklist
13.3 Currency conversion rates for US$
Currency conversion rates for US$
13.4 Research methodology
Research methodology
13.5 Data procurement
Information sources
13.6 Data validation
Data validation
13.7 Validation techniques employed for market sizing
Validation techniques employed for market sizing
13.8 Data synthesis
Data synthesis
13.9 360 degree market analysis
360 degree market analysis
13.10 List of abbreviations
List of abbreviations
Exhibits:
Exhibits1: Executive Summary - Chart on Market Overview
Exhibits2: Executive Summary - Data Table on Market Overview
Exhibits3: Executive Summary - Chart on Global Market Characteristics
Exhibits4: Executive Summary - Chart on Market By Geographical Landscape
Exhibits5: Executive Summary - Chart on Market Segmentation by Deployment
Exhibits6: Executive Summary - Chart on Market Segmentation by Platform
Exhibits7: Executive Summary - Chart on Incremental Growth
Exhibits8: Executive Summary - Data Table on Incremental Growth
Exhibits9: Executive Summary - Chart on Company Market Positioning
Exhibits10: Parent Market
Exhibits11: Data Table on - Parent Market
Exhibits12: Market characteristics analysis
Exhibits13: Value Chain Analysis
Exhibits14: Offerings of companies included in the market definition
Exhibits15: Market segments
Exhibits16: Chart on Global - Market size and forecast 2023-2028 ($ million)
Exhibits17: Data Table on Global - Market size and forecast 2023-2028 ($ million)
Exhibits18: Chart on Global Market: Year-over-year growth 2023-2028 (%)
Exhibits19: Data Table on Global Market: Year-over-year growth 2023-2028 (%)
Exhibits20: Historic Market Size - Data Table on Global Data Preparation Tools Market 2018 - 2022 ($ million)
Exhibits21: Historic Market Size - Deployment Segment 2018 - 2022 ($ million)
Exhibits22: Historic Market Size - Platform Segment 2018 - 2022 ($ million)
Exhibits23: Historic Market Size - Geography Segment 2018 - 2022 ($ million)
Exhibits24: Historic Market Size - Country Segment 2018 - 2022 ($ million)
Exhibits25: Five forces analysis - Comparison between 2023 and 2028
Exhibits26: Bargaining power of buyers - Impact of key factors 2023 and 2028
Exhibits27: Bargaining power of suppliers - Impact of key factors in 2023 and 2028
Exhibits28: Threat of new entrants - Impact of key factors in 2023 and 2028
Exhibits29: Threat of substitutes - Impact of key factors in 2023 and 2028
Exhibits30: Threat of rivalry - Impact of key factors in 2023 and 2028
Exhibits31: Chart on Market condition - Five forces 2023 and 2028
Exhibits32: Chart on Deployment - Market share 2023-2028 (%)
Exhibits33: Data Table on Deployment - Market share 2023-2028 (%)
Exhibits34: Chart on Comparison by Deployment
Exhibits35: Data Table on Comparison by Deployment
Exhibits36: Chart on On-premise - Market size and forecast 2023-2028 ($ million)
Exhibits37: Data Table on On-premise - Market size and forecast 2023-2028 ($ million)
Exhibits38: Chart on On-premise - Year-over-year growth 2023-2028 (%)
Exhibits39: Data Table on On-premise - Year-over-year growth 2023-2028 (%)
Exhibits40: Chart on Cloud - Market size and forecast 2023-2028 ($ million)
Exhibits41: Data Table on Cloud - Market size and forecast 2023-2028 ($ million)
Exhibits42: Chart on Cloud - Year-over-year growth 2023-2028 (%)
Exhibits43: Data Table on Cloud - Year-over-year growth 2023-2028 (%)
Exhibits44: Market opportunity by Deployment ($ million)
Exhibits45: Data Table on Market opportunity by Deployment ($ million)
Exhibits46: Chart on Platform - Market share 2023-2028 (%)
Exhibits47: Data Table on Platform - Market share 2023-2028 (%)
Exhibits48: Chart on Comparison by Platform
Exhibits49: Data Table on Comparison by Platform
Exhibits50: Chart on Data integration - Market size and forecast 2023-2028 ($ million)
Exhibits51: Data Table on Data integration - Market size and forecast 2023-2028 ($ million)
Exhibits52: Chart on Data integration - Year-over-year growth 2023-2028 (%)
Exhibits53: Data Table on Data integration - Year-over-year growth 2023-2028 (%)
Exhibits54: Chart on Self-service - Market size and forecast 2023-2028 ($ million)
Exhibits55: Data Table on Self-service - Market size and forecast 2023-2028 ($ million)
Exhibits56: Chart on Self-service - Year-over-year growth 2023-2028 (%)
Exhibits57: Data Table on Self-service - Year-over-year growth 2023-2028 (%)
Exhibits58: Market opportunity by Platform ($ million)
Exhibits59: Data Table on Market opportunity by Platform ($ million)
Exhibits60: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits61: Chart on Market share By Geographical Landscape 2023-2028 (%)
Exhibits62: Data Table on Market share By Geographical Landscape 2023-2028 (%)
Exhibits63: Chart on Geographic comparison
Exhibits64: Data Table on Geographic comparison
Exhibits65: Chart on North America - Market size and forecast 2023-2028 ($ million)
Exhibits66: Data Table on North America - Market size and forecast 2023-2028 ($ million)
Exhibits67: Chart on North America - Year-over-year growth 2023-2028 (%)
Exhibits68: Data Table on North America - Year-over-year growth 2023-2028 (%)
Exhibits69: Chart on Europe - Market size and forecast 2023-2028 ($ million)
Exhibits70: Data Table on Europe - Market size and forecast 2023-2028 ($ million)
Exhibits71: Chart on Europe - Year-over-year growth 2023-2028 (%)
Exhibits72: Data Table on Europe - Year-over-year growth 2023-2028 (%)
Exhibits73: Chart on APAC - Market size and forecast 2023-2028 ($ million)
Exhibits74: Data Table on APAC - Market size and forecast 2023-2028 ($ million)
Exhibits75: Chart on APAC - Year-over-year growth 2023-2028 (%)
Exhibits76: Data Table on APAC - Year-over-year growth 2023-2028 (%)
Exhibits77: Chart on South America - Market size and forecast 2023-2028 ($ million)
Exhibits78: Data Table on South America - Market size and forecast 2023-2028 ($ million)
Exhibits79: Chart on South America - Year-over-year growth 2023-2028 (%)
Exhibits80: Data Table on South America - Year-over-year growth 2023-2028 (%)
Exhibits81: Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
Exhibits82: Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
Exhibits83: Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
Exhibits84: Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
Exhibits85: Chart on US - Market size and forecast 2023-2028 ($ million)
Exhibits86: Data Table on US - Market size and forecast 2023-2028 ($ million)
Exhibits87: Chart on US - Year-over-year growth 2023-2028 (%)
Exhibits88: Data Table on US - Year-over-year growth 2023-2028 (%)
Exhibits89: Chart on UK - Market size and forecast 2023-2028 ($ million)
Exhibits90: Data Table on UK - Market size and forecast 2023-2028 ($ million)
Exhibits91: Chart on UK - Year-over-year growth 2023-2028 (%)
Exhibits92: Data Table on UK - Year-over-year growth 2023-2028 (%)
Exhibits93: Chart on Germany - Market size and forecast 2023-2028 ($ million)
Exhibits94: Data Table on Germany - Market size and forecast 2023-2028 ($ million)
Exhibits95: Chart on Germany - Year-over-year growth 2023-2028 (%)
Exhibits96: Data Table on Germany - Year-over-year growth 2023-2028 (%)
Exhibits97: Chart on China - Market size and forecast 2023-2028 ($ million)
Exhibits98: Data Table on China - Market size and forecast 2023-2028 ($ million)
Exhibits99: Chart on China - Year-over-year growth 2023-2028 (%)
Exhibits100: Data Table on China - Year-over-year growth 2023-2028 (%)
Exhibits101: Chart on Canada - Market size and forecast 2023-2028 ($ million)
Exhibits102: Data Table on Canada - Market size and forecast 2023-2028 ($ million)
Exhibits103: Chart on Canada - Year-over-year growth 2023-2028 (%)
Exhibits104: Data Table on Canada - Year-over-year growth 2023-2028 (%)
Exhibits105: Market opportunity By Geographical Landscape ($ million)
Exhibits106: Data Tables on Market opportunity By Geographical Landscape ($ million)
Exhibits107: Impact of drivers and challenges in 2023 and 2028
Exhibits108: Overview on criticality of inputs and factors of differentiation
Exhibits109: Overview on factors of disruption
Exhibits110: Impact of key risks on business
Exhibits111: Companies covered
Exhibits112: Matrix on companies position and classification
Exhibits113: Alation Inc. - Overview
Exhibits114: Alation Inc. - Product / Service
Exhibits115: Alation Inc. - Key offerings
Exhibits116: Altair Engineering Inc. - Overview
Exhibits117: Altair Engineering Inc. - Business segments
Exhibits118: Altair Engineering Inc. - Key news
Exhibits119: Altair Engineering Inc. - Key offerings
Exhibits120: Altair Engineering Inc. - Segment focus
Exhibits121: Alteryx Inc. - Overview
Exhibits122: Alteryx Inc. - Product / Service
Exhibits123: Alteryx Inc. - Key news
Exhibits124: Alteryx Inc. - Key offerings
Exhibits125: Datawatch Systems Inc. - Overview
Exhibits126: Datawatch Systems Inc. - Product / Service
Exhibits127: Datawatch Systems Inc. - Key offerings
Exhibits128: Informatica Inc. - Overview
Exhibits129: Informatica Inc. - Product / Service
Exhibits130: Informatica Inc. - Key news
Exhibits131: Informatica Inc. - Key offerings
Exhibits132: International Business Machines Corp. - Overview
Exhibits133: International Business Machines Corp. - Business segments
Exhibits134: International Business Machines Corp. - Key news
Exhibits135: International Business Machines Corp. - Key offerings
Exhibits136: International Business Machines Corp. - Segment focus
Exhibits137: Microsoft Corp. - Overview
Exhibits138: Microsoft Corp. - Business segments
Exhibits139: Microsoft Corp. - Key news
Exhibits140: Microsoft Corp. - Key offerings
Exhibits141: Microsoft Corp. - Segment focus
Exhibits142: MicroStrategy Inc. - Overview
Exhibits143: MicroStrategy Inc. - Product / Service
Exhibits144: MicroStrategy Inc. - Key offerings
Exhibits145: Precisely - Overview
Exhibits146: Precisely - Product / Service
Exhibits147: Precisely - Key offerings
Exhibits148: QlikTech international AB - Overview
Exhibits149: QlikTech international AB - Product / Service
Exhibits150: QlikTech international AB - Key offerings
Exhibits151: Salesforce Inc. - Overview
Exhibits152: Salesforce Inc. - Product / Service
Exhibits153: Salesforce Inc. - Key news
Exhibits154: Salesforce Inc. - Key offerings
Exhibits155: SAP SE - Overview
Exhibits156: SAP SE - Business segments
Exhibits157: SAP SE - Key news
Exhibits158: SAP SE - Key offerings
Exhibits159: SAP SE - Segment focus
Exhibits160: SAS Institute Inc. - Overview
Exhibits161: SAS Institute Inc. - Product / Service
Exhibits162: SAS Institute Inc. - Key news
Exhibits163: SAS Institute Inc. - Key offerings
Exhibits164: Talend Inc - Overview
Exhibits165: Talend Inc - Product / Service
Exhibits166: Talend Inc - Key offerings
Exhibits167: TIBCO Software Inc. - Overview
Exhibits168: TIBCO Software Inc. - Product / Service
Exhibits169: TIBCO Software Inc. - Key offerings
Exhibits170: Inclusions checklist
Exhibits171: Exclusions checklist
Exhibits172: Currency conversion rates for US$
Exhibits173: Research methodology
Exhibits174: Information sources
Exhibits175: Data validation
Exhibits176: Validation techniques employed for market sizing
Exhibits177: Data synthesis
Exhibits178: 360 degree market analysis
Exhibits179: List of abbreviations

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