Global Data Catalog Market 2024-2028

Global Data Catalog Market 2024-2028


The data catalog market is forecasted to grow by USD 1,383.67 mn during 2023-2028, accelerating at a CAGR of 20.78% during the forecast period. The report on the data catalog 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 rising demand for self-service analytics, increasing volume and complexity of data, and integration of data catalog with advanced analytics tools and machine learning.

Technavio's data catalog market is segmented as below:

By Component

Solutions
Services

By Deployment

Cloud
On-premises

By Geography

North America
Europe
APAC
South America
Middle East and Africa

This study identifies the rise of data mesh architecture as one of the prime reasons driving the data catalog market growth during the next few years. Also, integration of natural language processing with data catalog and rising need for real-time data cataloging will lead to sizable demand in the market.

The report on the data catalog market covers the following areas:

Data catalog market sizing
Data catalog market forecast
Data catalog 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 catalog market vendors that include Alation Inc., Alex Solutions Pty Ltd , Alphabet Inc., Alteryx Inc., The Apache Software Foundation, Atlan Pte. Ltd., Collibra., Denodo Technologies Inc., Hitachi Vantara LLC, Immuta Inc., Informatica Inc., International Business Machines Corp., Microsoft Corp., Octopai, Oracle Corp., Precisely, Solidatus, Talend Inc, Zaloni Inc., and Tableau Software LLC. Also, the data catalog 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
Exhibit 01: Executive Summary - Chart on Market Overview
Exhibit 02: Executive Summary - Data Table on Market Overview
Exhibit 03: Executive Summary - Chart on Global Market Characteristics
Exhibit 04: Executive Summary - Chart on Market by Geography
Exhibit 05: Executive Summary - Chart on Market Segmentation by Component
Exhibit 06: Executive Summary - Chart on Market Segmentation by Deployment
Exhibit 07: Executive Summary - Chart on Incremental Growth
Exhibit 08: Executive Summary - Data Table on Incremental Growth
Exhibit 09: Executive Summary - Chart on Vendor Market Positioning
2 Market Landscape
2.1 Market ecosystem
Exhibit 10: Parent market
Exhibit 11: Market Characteristics
3 Market Sizing
3.1 Market definition
Exhibit 12: Offerings of vendors included in the market definition
3.2 Market segment analysis
Exhibit 13: Market segments
3.3 Market size 2023
3.4 Market outlook: Forecast for 2023-2028
Exhibit 14: Chart on Global - Market size and forecast 2023-2028 ($ million)
Exhibit 15: Data Table on Global - Market size and forecast 2023-2028 ($ million)
Exhibit 16: Chart on Global Market: Year-over-year growth 2023-2028 (%)
Exhibit 17: Data Table on Global Market: Year-over-year growth 2023-2028 (%)
4 Historic Market Size
4.1 Global data catalog market 2018 - 2022
Exhibit 18: Historic Market Size - Data Table on global data catalog market 2018 - 2022 ($ million)
4.2 Component Segment Analysis 2018 - 2022
Exhibit 19: Historic Market Size - Component Segment 2018 - 2022 ($ million)
4.3 Deployment Segment Analysis 2018 - 2022
Exhibit 20: Historic Market Size - Deployment Segment 2018 - 2022 ($ million)
4.4 Geography Segment Analysis 2018 - 2022
Exhibit 21: Historic Market Size - Geography Segment 2018 - 2022 ($ million)
4.5 Country Segment Analysis 2018 - 2022
Exhibit 22: Historic Market Size - Country Segment 2018 - 2022 ($ million)
5 Five Forces Analysis
5.1 Five forces summary
Exhibit 23: Five forces analysis - Comparison between 2023 and 2028
5.2 Bargaining power of buyers
Exhibit 24: Chart on Bargaining power of buyers - Impact of key factors 2023 and 2028
5.3 Bargaining power of suppliers
Exhibit 25: Bargaining power of suppliers - Impact of key factors in 2023 and 2028
5.4 Threat of new entrants
Exhibit 26: Threat of new entrants - Impact of key factors in 2023 and 2028
5.5 Threat of substitutes
Exhibit 27: Threat of substitutes - Impact of key factors in 2023 and 2028
5.6 Threat of rivalry
Exhibit 28: Threat of rivalry - Impact of key factors in 2023 and 2028
5.7 Market condition
Exhibit 29: Chart on Market condition - Five forces 2023 and 2028
6 Market Segmentation by Component
6.1 Market segments
Exhibit 30: Chart on Component - Market share 2023-2028 (%)
Exhibit 31: Data Table on Component - Market share 2023-2028 (%)
6.2 Comparison by Component
Exhibit 32: Chart on Comparison by Component
Exhibit 33: Data Table on Comparison by Component
6.3 Solutions - Market size and forecast 2023-2028
Exhibit 34: Chart on Solutions - Market size and forecast 2023-2028 ($ million)
Exhibit 35: Data Table on Solutions - Market size and forecast 2023-2028 ($ million)
Exhibit 36: Chart on Solutions - Year-over-year growth 2023-2028 (%)
Exhibit 37: Data Table on Solutions - Year-over-year growth 2023-2028 (%)
6.4 Services - Market size and forecast 2023-2028
Exhibit 38: Chart on Services - Market size and forecast 2023-2028 ($ million)
Exhibit 39: Data Table on Services - Market size and forecast 2023-2028 ($ million)
Exhibit 40: Chart on Services - Year-over-year growth 2023-2028 (%)
Exhibit 41: Data Table on Services - Year-over-year growth 2023-2028 (%)
6.5 Market opportunity by Component
Exhibit 42: Market opportunity by Component ($ million)
Exhibit 43: Data Table on Market opportunity by Component ($ million)
7 Market Segmentation by Deployment
7.1 Market segments
Exhibit 44: Chart on Deployment - Market share 2023-2028 (%)
Exhibit 45: Data Table on Deployment - Market share 2023-2028 (%)
7.2 Comparison by Deployment
Exhibit 46: Chart on Comparison by Deployment
Exhibit 47: Data Table on Comparison by Deployment
7.3 Cloud - Market size and forecast 2023-2028
Exhibit 48: Chart on Cloud - Market size and forecast 2023-2028 ($ million)
Exhibit 49: Data Table on Cloud - Market size and forecast 2023-2028 ($ million)
Exhibit 50: Chart on Cloud - Year-over-year growth 2023-2028 (%)
Exhibit 51: Data Table on Cloud - Year-over-year growth 2023-2028 (%)
7.4 On-premises - Market size and forecast 2023-2028
Exhibit 52: Chart on On-premises - Market size and forecast 2023-2028 ($ million)
Exhibit 53: Data Table on On-premises - Market size and forecast 2023-2028 ($ million)
Exhibit 54: Chart on On-premises - Year-over-year growth 2023-2028 (%)
Exhibit 55: Data Table on On-premises - Year-over-year growth 2023-2028 (%)
7.5 Market opportunity by Deployment
Exhibit 56: Market opportunity by Deployment ($ million)
Exhibit 57: Data Table on Market opportunity by Deployment ($ million)
8 Customer Landscape
8.1 Customer landscape overview
Exhibit 58: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
9 Geographic Landscape
9.1 Geographic segmentation
Exhibit 59: Chart on Market share by geography 2023-2028 (%)
Exhibit 60: Data Table on Market share by geography 2023-2028 (%)
9.2 Geographic comparison
Exhibit 61: Chart on Geographic comparison
Exhibit 62: Data Table on Geographic comparison
9.3 North America - Market size and forecast 2023-2028
Exhibit 63: Chart on North America - Market size and forecast 2023-2028 ($ million)
Exhibit 64: Data Table on North America - Market size and forecast 2023-2028 ($ million)
Exhibit 65: Chart on North America - Year-over-year growth 2023-2028 (%)
Exhibit 66: Data Table on North America - Year-over-year growth 2023-2028 (%)
9.4 Europe - Market size and forecast 2023-2028
Exhibit 67: Chart on Europe - Market size and forecast 2023-2028 ($ million)
Exhibit 68: Data Table on Europe - Market size and forecast 2023-2028 ($ million)
Exhibit 69: Chart on Europe - Year-over-year growth 2023-2028 (%)
Exhibit 70: Data Table on Europe - Year-over-year growth 2023-2028 (%)
9.5 APAC - Market size and forecast 2023-2028
Exhibit 71: Chart on APAC - Market size and forecast 2023-2028 ($ million)
Exhibit 72: Data Table on APAC - Market size and forecast 2023-2028 ($ million)
Exhibit 73: Chart on APAC - Year-over-year growth 2023-2028 (%)
Exhibit 74: Data Table on APAC - Year-over-year growth 2023-2028 (%)
9.6 South America - Market size and forecast 2023-2028
Exhibit 75: Chart on South America - Market size and forecast 2023-2028 ($ million)
Exhibit 76: Data Table on South America - Market size and forecast 2023-2028 ($ million)
Exhibit 77: Chart on South America - Year-over-year growth 2023-2028 (%)
Exhibit 78: Data Table on South America - Year-over-year growth 2023-2028 (%)
9.7 Middle East and Africa - Market size and forecast 2023-2028
Exhibit 79: Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
Exhibit 80: Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
Exhibit 81: Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
Exhibit 82: Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
9.8 US - Market size and forecast 2023-2028
Exhibit 83: Chart on US - Market size and forecast 2023-2028 ($ million)
Exhibit 84: Data Table on US - Market size and forecast 2023-2028 ($ million)
Exhibit 85: Chart on US - Year-over-year growth 2023-2028 (%)
Exhibit 86: Data Table on US - Year-over-year growth 2023-2028 (%)
9.9 UK - Market size and forecast 2023-2028
Exhibit 87: Chart on UK - Market size and forecast 2023-2028 ($ million)
Exhibit 88: Data Table on UK - Market size and forecast 2023-2028 ($ million)
Exhibit 89: Chart on UK - Year-over-year growth 2023-2028 (%)
Exhibit 90: Data Table on UK - Year-over-year growth 2023-2028 (%)
9.10 China - Market size and forecast 2023-2028
Exhibit 91: Chart on China - Market size and forecast 2023-2028 ($ million)
Exhibit 92: Data Table on China - Market size and forecast 2023-2028 ($ million)
Exhibit 93: Chart on China - Year-over-year growth 2023-2028 (%)
Exhibit 94: Data Table on China - Year-over-year growth 2023-2028 (%)
9.11 India - Market size and forecast 2023-2028
Exhibit 95: Chart on India - Market size and forecast 2023-2028 ($ million)
Exhibit 96: Data Table on India - Market size and forecast 2023-2028 ($ million)
Exhibit 97: Chart on India - Year-over-year growth 2023-2028 (%)
Exhibit 98: Data Table on India - Year-over-year growth 2023-2028 (%)
9.12 Germany - Market size and forecast 2023-2028
Exhibit 99: Chart on Germany - Market size and forecast 2023-2028 ($ million)
Exhibit 100: Data Table on Germany - Market size and forecast 2023-2028 ($ million)
Exhibit 101: Chart on Germany - Year-over-year growth 2023-2028 (%)
Exhibit 102: Data Table on Germany - Year-over-year growth 2023-2028 (%)
9.13 Market opportunity by geography
Exhibit 103: Market opportunity by geography ($ million)
Exhibit 104: Data Tables on Market opportunity by geography ($ million)
10 Drivers, Challenges, and Trends
10.1 Market drivers
10.2 Market challenges
10.3 Impact of drivers and challenges
Exhibit 105: Impact of drivers and challenges in 2023 and 2028
10.4 Market trends
11 Vendor Landscape
11.1 Overview
11.2 Vendor landscape
Exhibit 106: Overview on Criticality of inputs and Factors of differentiation
11.3 Landscape disruption
Exhibit 107: Overview on factors of disruption
11.4 Industry risks
Exhibit 108: Impact of key risks on business
12 Vendor Analysis
12.1 Vendors covered
Exhibit 109: Vendors covered
12.2 Market positioning of vendors
Exhibit 110: Matrix on vendor position and classification
12.3 Alation Inc.
Exhibit 111: Alation Inc. - Overview
Exhibit 112: Alation Inc. - Product / Service
Exhibit 113: Alation Inc. - Key offerings
12.4 Alphabet Inc.
Exhibit 114: Alphabet Inc. - Overview
Exhibit 115: Alphabet Inc. - Business segments
Exhibit 116: Alphabet Inc. - Key news
Exhibit 117: Alphabet Inc. - Key offerings
Exhibit 118: Alphabet Inc. - Segment focus
12.5 Alteryx Inc.
Exhibit 119: Alteryx Inc. - Overview
Exhibit 120: Alteryx Inc. - Product / Service
Exhibit 121: Alteryx Inc. - Key news
Exhibit 122: Alteryx Inc. - Key offerings
12.6 Collibra.
Exhibit 123: Collibra. - Overview
Exhibit 124: Collibra. - Product / Service
Exhibit 125: Collibra. - Key offerings
12.7 Denodo Technologies Inc.
Exhibit 126: Denodo Technologies Inc. - Overview
Exhibit 127: Denodo Technologies Inc. - Product / Service
Exhibit 128: Denodo Technologies Inc. - Key news
Exhibit 129: Denodo Technologies Inc. - Key offerings
12.8 Hitachi Vantara LLC
Exhibit 130: Hitachi Vantara LLC - Overview
Exhibit 131: Hitachi Vantara LLC - Product / Service
Exhibit 132: Hitachi Vantara LLC - Key offerings
12.9 Informatica Inc.
Exhibit 133: Informatica Inc. - Overview
Exhibit 134: Informatica Inc. - Product / Service
Exhibit 135: Informatica Inc. - Key offerings
12.10 International Business Machines Corp.
Exhibit 136: International Business Machines Corp. - Overview
Exhibit 137: International Business Machines Corp. - Business segments
Exhibit 138: International Business Machines Corp. - Key news
Exhibit 139: International Business Machines Corp. - Key offerings
Exhibit 140: International Business Machines Corp. - Segment focus
12.11 Microsoft Corp.
Exhibit 141: Microsoft Corp. - Overview
Exhibit 142: Microsoft Corp. - Business segments
Exhibit 143: Microsoft Corp. - Key news
Exhibit 144: Microsoft Corp. - Key offerings
Exhibit 145: Microsoft Corp. - Segment focus
12.12 Oracle Corp.
Exhibit 146: Oracle Corp. - Overview
Exhibit 147: Oracle Corp. - Business segments
Exhibit 148: Oracle Corp. - Key news
Exhibit 149: Oracle Corp. - Key offerings
Exhibit 150: Oracle Corp. - Segment focus
12.13 Precisely
Exhibit 151: Precisely - Overview
Exhibit 152: Precisely - Product / Service
Exhibit 153: Precisely - Key news
Exhibit 154: Precisely - Key offerings
12.14 Tableau Software LLC
Exhibit 155: Tableau Software LLC - Overview
Exhibit 156: Tableau Software LLC - Product / Service
Exhibit 157: Tableau Software LLC - Key offerings
12.15 Talend Inc
Exhibit 158: Talend Inc - Overview
Exhibit 159: Talend Inc - Product / Service
Exhibit 160: Talend Inc - Key offerings
12.16 The Apache Software Foundation
Exhibit 161: The Apache Software Foundation - Overview
Exhibit 162: The Apache Software Foundation - Product / Service
Exhibit 163: The Apache Software Foundation - Key offerings
12.17 Zaloni Inc.
Exhibit 164: Zaloni Inc. - Overview
Exhibit 165: Zaloni Inc. - Product / Service
Exhibit 166: Zaloni Inc. - Key offerings
13 Appendix
13.1 Scope of the report
13.2 Inclusions and exclusions checklist
Exhibit 167: Inclusions checklist
Exhibit 168: Exclusions checklist
13.3 Currency conversion rates for US$
Exhibit 169: Currency conversion rates for US$
13.4 Research methodology
Exhibit 170: Research methodology
Exhibit 171: Validation techniques employed for market sizing
Exhibit 172: Information sources
13.5 List of abbreviations
Exhibit 173: List of abbreviations
Exhibits :
Exhibits 1: Executive Summary - Chart on Market Overview
Exhibits 2: Executive Summary - Data Table on Market Overview
Exhibits 3: Executive Summary - Chart on Global Market Characteristics
Exhibits 4: Executive Summary - Chart on Market by Geography
Exhibits 5: Executive Summary - Chart on Market Segmentation by Component
Exhibits 6: Executive Summary - Chart on Market Segmentation by Deployment
Exhibits 7: Executive Summary - Chart on Incremental Growth
Exhibits 8: Executive Summary - Data Table on Incremental Growth
Exhibits 9: Executive Summary - Chart on Vendor Market Positioning
Exhibits 10: Parent market
Exhibits 11: Market Characteristics
Exhibits 12: Offerings of vendors included in the market definition
Exhibits 13: Market segments
Exhibits 14: Chart on Global - Market size and forecast 2023-2028 ($ million)
Exhibits 15: Data Table on Global - Market size and forecast 2023-2028 ($ million)
Exhibits 16: Chart on Global Market: Year-over-year growth 2023-2028 (%)
Exhibits 17: Data Table on Global Market: Year-over-year growth 2023-2028 (%)
Exhibits 18: Historic Market Size - Data Table on global data catalog market 2018 - 2022 ($ million)
Exhibits 19: Historic Market Size - Component Segment 2018 - 2022 ($ million)
Exhibits 20: Historic Market Size - Deployment Segment 2018 - 2022 ($ million)
Exhibits 21: Historic Market Size - Geography Segment 2018 - 2022 ($ million)
Exhibits 22: Historic Market Size - Country Segment 2018 - 2022 ($ million)
Exhibits 23: Five forces analysis - Comparison between 2023 and 2028
Exhibits 24: Chart on Bargaining power of buyers - Impact of key factors 2023 and 2028
Exhibits 25: Bargaining power of suppliers - Impact of key factors in 2023 and 2028
Exhibits 26: Threat of new entrants - Impact of key factors in 2023 and 2028
Exhibits 27: Threat of substitutes - Impact of key factors in 2023 and 2028
Exhibits 28: Threat of rivalry - Impact of key factors in 2023 and 2028
Exhibits 29: Chart on Market condition - Five forces 2023 and 2028
Exhibits 30: Chart on Component - Market share 2023-2028 (%)
Exhibits 31: Data Table on Component - Market share 2023-2028 (%)
Exhibits 32: Chart on Comparison by Component
Exhibits 33: Data Table on Comparison by Component
Exhibits 34: Chart on Solutions - Market size and forecast 2023-2028 ($ million)
Exhibits 35: Data Table on Solutions - Market size and forecast 2023-2028 ($ million)
Exhibits 36: Chart on Solutions - Year-over-year growth 2023-2028 (%)
Exhibits 37: Data Table on Solutions - Year-over-year growth 2023-2028 (%)
Exhibits 38: Chart on Services - Market size and forecast 2023-2028 ($ million)
Exhibits 39: Data Table on Services - Market size and forecast 2023-2028 ($ million)
Exhibits 40: Chart on Services - Year-over-year growth 2023-2028 (%)
Exhibits 41: Data Table on Services - Year-over-year growth 2023-2028 (%)
Exhibits 42: Market opportunity by Component ($ million)
Exhibits 43: Data Table on Market opportunity by Component ($ million)
Exhibits 44: Chart on Deployment - Market share 2023-2028 (%)
Exhibits 45: Data Table on Deployment - Market share 2023-2028 (%)
Exhibits 46: Chart on Comparison by Deployment
Exhibits 47: Data Table on Comparison by Deployment
Exhibits 48: Chart on Cloud - Market size and forecast 2023-2028 ($ million)
Exhibits 49: Data Table on Cloud - Market size and forecast 2023-2028 ($ million)
Exhibits 50: Chart on Cloud - Year-over-year growth 2023-2028 (%)
Exhibits 51: Data Table on Cloud - Year-over-year growth 2023-2028 (%)
Exhibits 52: Chart on On-premises - Market size and forecast 2023-2028 ($ million)
Exhibits 53: Data Table on On-premises - Market size and forecast 2023-2028 ($ million)
Exhibits 54: Chart on On-premises - Year-over-year growth 2023-2028 (%)
Exhibits 55: Data Table on On-premises - Year-over-year growth 2023-2028 (%)
Exhibits 56: Market opportunity by Deployment ($ million)
Exhibits 57: Data Table on Market opportunity by Deployment ($ million)
Exhibits 58: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits 59: Chart on Market share by geography 2023-2028 (%)
Exhibits 60: Data Table on Market share by geography 2023-2028 (%)
Exhibits 61: Chart on Geographic comparison
Exhibits 62: Data Table on Geographic comparison
Exhibits 63: Chart on North America - Market size and forecast 2023-2028 ($ million)
Exhibits 64: Data Table on North America - Market size and forecast 2023-2028 ($ million)
Exhibits 65: Chart on North America - Year-over-year growth 2023-2028 (%)
Exhibits 66: Data Table on North America - Year-over-year growth 2023-2028 (%)
Exhibits 67: Chart on Europe - Market size and forecast 2023-2028 ($ million)
Exhibits 68: Data Table on Europe - Market size and forecast 2023-2028 ($ million)
Exhibits 69: Chart on Europe - Year-over-year growth 2023-2028 (%)
Exhibits 70: Data Table on Europe - Year-over-year growth 2023-2028 (%)
Exhibits 71: Chart on APAC - Market size and forecast 2023-2028 ($ million)
Exhibits 72: Data Table on APAC - Market size and forecast 2023-2028 ($ million)
Exhibits 73: Chart on APAC - Year-over-year growth 2023-2028 (%)
Exhibits 74: Data Table on APAC - Year-over-year growth 2023-2028 (%)
Exhibits 75: Chart on South America - Market size and forecast 2023-2028 ($ million)
Exhibits 76: Data Table on South America - Market size and forecast 2023-2028 ($ million)
Exhibits 77: Chart on South America - Year-over-year growth 2023-2028 (%)
Exhibits 78: Data Table on South America - Year-over-year growth 2023-2028 (%)
Exhibits 79: Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
Exhibits 80: Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
Exhibits 81: Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
Exhibits 82: Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
Exhibits 83: Chart on US - Market size and forecast 2023-2028 ($ million)
Exhibits 84: Data Table on US - Market size and forecast 2023-2028 ($ million)
Exhibits 85: Chart on US - Year-over-year growth 2023-2028 (%)
Exhibits 86: Data Table on US - Year-over-year growth 2023-2028 (%)
Exhibits 87: Chart on UK - Market size and forecast 2023-2028 ($ million)
Exhibits 88: Data Table on UK - Market size and forecast 2023-2028 ($ million)
Exhibits 89: Chart on UK - Year-over-year growth 2023-2028 (%)
Exhibits 90: Data Table on UK - Year-over-year growth 2023-2028 (%)
Exhibits 91: Chart on China - Market size and forecast 2023-2028 ($ million)
Exhibits 92: Data Table on China - Market size and forecast 2023-2028 ($ million)
Exhibits 93: Chart on China - Year-over-year growth 2023-2028 (%)
Exhibits 94: Data Table on China - Year-over-year growth 2023-2028 (%)
Exhibits 95: Chart on India - Market size and forecast 2023-2028 ($ million)
Exhibits 96: Data Table on India - Market size and forecast 2023-2028 ($ million)
Exhibits 97: Chart on India - Year-over-year growth 2023-2028 (%)
Exhibits 98: Data Table on India - Year-over-year growth 2023-2028 (%)
Exhibits 99: Chart on Germany - Market size and forecast 2023-2028 ($ million)
Exhibits 100: Data Table on Germany - Market size and forecast 2023-2028 ($ million)
Exhibits 101: Chart on Germany - Year-over-year growth 2023-2028 (%)
Exhibits 102: Data Table on Germany - Year-over-year growth 2023-2028 (%)
Exhibits 103: Market opportunity by geography ($ million)
Exhibits 104: Data Tables on Market opportunity by geography ($ million)
Exhibits 105: Impact of drivers and challenges in 2023 and 2028
Exhibits 106: Overview on Criticality of inputs and Factors of differentiation
Exhibits 107: Overview on factors of disruption
Exhibits 108: Impact of key risks on business
Exhibits 109: Vendors covered
Exhibits 110: Matrix on vendor position and classification
Exhibits 111: Alation Inc. - Overview
Exhibits 112: Alation Inc. - Product / Service
Exhibits 113: Alation Inc. - Key offerings
Exhibits 114: Alphabet Inc. - Overview
Exhibits 115: Alphabet Inc. - Business segments
Exhibits 116: Alphabet Inc. - Key news
Exhibits 117: Alphabet Inc. - Key offerings
Exhibits 118: Alphabet Inc. - Segment focus
Exhibits 119: Alteryx Inc. - Overview
Exhibits 120: Alteryx Inc. - Product / Service
Exhibits 121: Alteryx Inc. - Key news
Exhibits 122: Alteryx Inc. - Key offerings
Exhibits 123: Collibra. - Overview
Exhibits 124: Collibra. - Product / Service
Exhibits 125: Collibra. - Key offerings
Exhibits 126: Denodo Technologies Inc. - Overview
Exhibits 127: Denodo Technologies Inc. - Product / Service
Exhibits 128: Denodo Technologies Inc. - Key news
Exhibits 129: Denodo Technologies Inc. - Key offerings
Exhibits 130: Hitachi Vantara LLC - Overview
Exhibits 131: Hitachi Vantara LLC - Product / Service
Exhibits 132: Hitachi Vantara LLC - Key offerings
Exhibits 133: Informatica Inc. - Overview
Exhibits 134: Informatica Inc. - Product / Service
Exhibits 135: Informatica Inc. - Key offerings
Exhibits 136: International Business Machines Corp. - Overview
Exhibits 137: International Business Machines Corp. - Business segments
Exhibits 138: International Business Machines Corp. - Key news
Exhibits 139: International Business Machines Corp. - Key offerings
Exhibits 140: International Business Machines Corp. - Segment focus
Exhibits 141: Microsoft Corp. - Overview
Exhibits 142: Microsoft Corp. - Business segments
Exhibits 143: Microsoft Corp. - Key news
Exhibits 144: Microsoft Corp. - Key offerings
Exhibits 145: Microsoft Corp. - Segment focus
Exhibits 146: Oracle Corp. - Overview
Exhibits 147: Oracle Corp. - Business segments
Exhibits 148: Oracle Corp. - Key news
Exhibits 149: Oracle Corp. - Key offerings
Exhibits 150: Oracle Corp. - Segment focus
Exhibits 151: Precisely - Overview
Exhibits 152: Precisely - Product / Service
Exhibits 153: Precisely - Key news
Exhibits 154: Precisely - Key offerings
Exhibits 155: Tableau Software LLC - Overview
Exhibits 156: Tableau Software LLC - Product / Service
Exhibits 157: Tableau Software LLC - Key offerings
Exhibits 158: Talend Inc - Overview
Exhibits 159: Talend Inc - Product / Service
Exhibits 160: Talend Inc - Key offerings
Exhibits 161: The Apache Software Foundation - Overview
Exhibits 162: The Apache Software Foundation - Product / Service
Exhibits 163: The Apache Software Foundation - Key offerings
Exhibits 164: Zaloni Inc. - Overview
Exhibits 165: Zaloni Inc. - Product / Service
Exhibits 166: Zaloni Inc. - Key offerings
Exhibits 167: Inclusions checklist
Exhibits 168: Exclusions checklist
Exhibits 169: Currency conversion rates for US$
Exhibits 170: Research methodology
Exhibits 171: Validation techniques employed for market sizing
Exhibits 172: Information sources
Exhibits 173: List of abbreviations

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