グラフデータベースの世界市場2023-2027

グラフデータベースの世界市場2023-2027

グラフデータベース市場は2022-2027年に74億79万米ドル、予測期間中のCAGRは19.9%で成長すると予測されます。当レポートでは、グラフデータベース市場の全体的な分析、市場規模・予測、動向、市場促進要因・促進要因、課題、約25のベンダーを網羅したベンダー分析などを掲載しています。

現在の市場シナリオ、最新動向と促進要因、市場環境全体に関する最新分析を提供しています。市場は、標準化とプログラミングの柔軟性の欠如、訓練された従業員の不足、導入の遅れによって牽引されています。

本調査では、今後数年間におけるグラフデータベース市場の成長を促進する主な理由の1つとして、低遅延クエリに対する需要の増加を挙げています。また、モノのインターネット（IoT）やコネクテッドデバイスの拡大、リアルタイムアナリティクスの採用拡大も、市場の大きな需要につながります。

目次

第1章 エグゼクティブサマリー

• 市場概要

第2章 市場情勢

• 市場エコシステム

第3章 市場規模

• 市場の定義
• 市場セグメント分析
• 市場規模 2022
• 市場の見通し 2022-2027

第4章 市場規模実績

• グラフデータベースの世界市場 2017-2021
• エンドユーザーセグメント分析 2017-2021
• タイプセグメント分析 2017-2021
• 地域別セグメント分析 2017-2021
• 国別セグメント分析 2017-2021

第5章 ファイブフォース分析

• ファイブフォースの要約
• 買い手の交渉力
• 供給企業の交渉力
• 新規参入業者の脅威
• 代替品の脅威
• 競争の脅威
• 市況

第6章 市場セグメンテーション：エンドユーザー別

• 市場セグメント
• 比較：エンドユーザー別
• 大企業：市場規模と予測 2022-2027
• 中小企業：市場規模と予測 2022-2027
• 市場機会：エンドユーザー別

第7章 市場セグメンテーション：タイプ別

• 市場セグメント
• 比較：タイプ別
• RDF：市場規模と予測 2022-2027
• LPG：市場規模と予測 2022-2027
• 市場機会：タイプ別

第8章 顧客情勢

• 顧客情勢の概要

第9章 地域別情勢

• 地域別セグメンテーション
• 地域別比較
• 北米：市場規模と予測 2022-2027
• 欧州：市場規模と予測 2022-2027
• アジア太平洋：市場規模と予測 2022-2027
• 南米：市場規模と予測 2022-2027
• 中東・アフリカ：市場規模と予測 2022-2027
• 米国：市場規模と予測 2022-2027
• 中国：市場規模と予測 2022-2027
• 英国：市場規模と予測 2022-2027
• ドイツ：市場規模と予測 2022-2027
• フランス：市場規模と予測 2022-2027
• 市場機会：地域情勢別

第10章 促進要因、課題、および動向

• 市場促進要因
• 市場の課題
• 促進要因と課題の影響
• 市場動向

第11章 ベンダー情勢

• 概要
• ベンダー情勢
• 混乱の状況
• 業界のリスク

第12章 ベンダー分析

• 対象ベンダー
• ベンダーの市場ポジショニング
• Amazon.com Inc.
• ArangoDB Inc.
• DataStax Inc.
• Dgraph
• Franz Inc
• InfluxData Inc.
• Memgraph Ltd
• Microsoft Corp.
• Neo4j Inc.
• Ontotext USA Inc.
• Oracle Corp.
• Redis Ltd.
• Stardog Union Inc.
• TigerGraph
• vesoft inc

第13章 付録

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 End-user
• Exhibits6: Executive Summary - Chart on Market Segmentation by Type
• Exhibits7: Executive Summary - Chart on Incremental Growth
• Exhibits8: Executive Summary - Data Table on Incremental Growth
• Exhibits9: Executive Summary - Chart on Vendor Market Positioning
• Exhibits10: Parent market
• Exhibits11: Market Characteristics
• Exhibits12: Offerings of vendors included in the market definition
• Exhibits13: Market segments
• Exhibits14: Chart on Global - Market size and forecast 2022-2027 ($ million)
• Exhibits15: Data Table on Global - Market size and forecast 2022-2027 ($ million)
• Exhibits16: Chart on Global Market: Year-over-year growth 2022-2027 (%)
• Exhibits17: Data Table on Global Market: Year-over-year growth 2022-2027 (%)
• Exhibits18: Historic Market Size - Data Table on global graph database market 2017 - 2021 ($ million)
• Exhibits19: Historic Market Size - End-user Segment 2017 - 2021 ($ million)
• Exhibits20: Historic Market Size - Type Segment 2017 - 2021 ($ million)
• Exhibits21: Historic Market Size - Geography Segment 2017 - 2021 ($ million)
• Exhibits22: Historic Market Size - Country Segment 2017 - 2021 ($ million)
• Exhibits23: Five forces analysis - Comparison between 2022 and 2027
• Exhibits24: Chart on Bargaining power of buyers - Impact of key factors 2022 and 2027
• Exhibits25: Bargaining power of suppliers - Impact of key factors in 2022 and 2027
• Exhibits26: Threat of new entrants - Impact of key factors in 2022 and 2027
• Exhibits27: Threat of substitutes - Impact of key factors in 2022 and 2027
• Exhibits28: Threat of rivalry - Impact of key factors in 2022 and 2027
• Exhibits29: Chart on Market condition - Five forces 2022 and 2027
• Exhibits30: Chart on End-user - Market share 2022-2027 (%)
• Exhibits31: Data Table on End-user - Market share 2022-2027 (%)
• Exhibits32: Chart on Comparison by End-user
• Exhibits33: Data Table on Comparison by End-user
• Exhibits34: Chart on Large enterprises - Market size and forecast 2022-2027 ($ million)
• Exhibits35: Data Table on Large enterprises - Market size and forecast 2022-2027 ($ million)
• Exhibits36: Chart on Large enterprises - Year-over-year growth 2022-2027 (%)
• Exhibits37: Data Table on Large enterprises - Year-over-year growth 2022-2027 (%)
• Exhibits38: Chart on SMEs - Market size and forecast 2022-2027 ($ million)
• Exhibits39: Data Table on SMEs - Market size and forecast 2022-2027 ($ million)
• Exhibits40: Chart on SMEs - Year-over-year growth 2022-2027 (%)
• Exhibits41: Data Table on SMEs - Year-over-year growth 2022-2027 (%)
• Exhibits42: Market opportunity by End-user ($ million)
• Exhibits43: Data Table on Market opportunity by End-user ($ million)
• Exhibits44: Chart on Type - Market share 2022-2027 (%)
• Exhibits45: Data Table on Type - Market share 2022-2027 (%)
• Exhibits46: Chart on Comparison by Type
• Exhibits47: Data Table on Comparison by Type
• Exhibits48: Chart on RDF - Market size and forecast 2022-2027 ($ million)
• Exhibits49: Data Table on RDF - Market size and forecast 2022-2027 ($ million)
• Exhibits50: Chart on RDF - Year-over-year growth 2022-2027 (%)
• Exhibits51: Data Table on RDF - Year-over-year growth 2022-2027 (%)
• Exhibits52: Chart on LPG - Market size and forecast 2022-2027 ($ million)
• Exhibits53: Data Table on LPG - Market size and forecast 2022-2027 ($ million)
• Exhibits54: Chart on LPG - Year-over-year growth 2022-2027 (%)
• Exhibits55: Data Table on LPG - Year-over-year growth 2022-2027 (%)
• Exhibits56: Market opportunity by Type ($ million)
• Exhibits57: Data Table on Market opportunity by Type ($ million)
• Exhibits58: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• Exhibits59: Chart on Market share By Geographical Landscape 2022-2027 (%)
• Exhibits60: Data Table on Market share By Geographical Landscape 2022-2027 (%)
• Exhibits61: Chart on Geographic comparison
• Exhibits62: Data Table on Geographic comparison
• Exhibits63: Chart on North America - Market size and forecast 2022-2027 ($ million)
• Exhibits64: Data Table on North America - Market size and forecast 2022-2027 ($ million)
• Exhibits65: Chart on North America - Year-over-year growth 2022-2027 (%)
• Exhibits66: Data Table on North America - Year-over-year growth 2022-2027 (%)
• Exhibits67: Chart on Europe - Market size and forecast 2022-2027 ($ million)
• Exhibits68: Data Table on Europe - Market size and forecast 2022-2027 ($ million)
• Exhibits69: Chart on Europe - Year-over-year growth 2022-2027 (%)
• Exhibits70: Data Table on Europe - Year-over-year growth 2022-2027 (%)
• Exhibits71: Chart on APAC - Market size and forecast 2022-2027 ($ million)
• Exhibits72: Data Table on APAC - Market size and forecast 2022-2027 ($ million)
• Exhibits73: Chart on APAC - Year-over-year growth 2022-2027 (%)
• Exhibits74: Data Table on APAC - Year-over-year growth 2022-2027 (%)
• Exhibits75: Chart on South America - Market size and forecast 2022-2027 ($ million)
• Exhibits76: Data Table on South America - Market size and forecast 2022-2027 ($ million)
• Exhibits77: Chart on South America - Year-over-year growth 2022-2027 (%)
• Exhibits78: Data Table on South America - Year-over-year growth 2022-2027 (%)
• Exhibits79: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
• Exhibits80: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
• Exhibits81: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
• Exhibits82: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
• Exhibits83: Chart on US - Market size and forecast 2022-2027 ($ million)
• Exhibits84: Data Table on US - Market size and forecast 2022-2027 ($ million)
• Exhibits85: Chart on US - Year-over-year growth 2022-2027 (%)
• Exhibits86: Data Table on US - Year-over-year growth 2022-2027 (%)
• Exhibits87: Chart on China - Market size and forecast 2022-2027 ($ million)
• Exhibits88: Data Table on China - Market size and forecast 2022-2027 ($ million)
• Exhibits89: Chart on China - Year-over-year growth 2022-2027 (%)
• Exhibits90: Data Table on China - Year-over-year growth 2022-2027 (%)
• Exhibits91: Chart on UK - Market size and forecast 2022-2027 ($ million)
• Exhibits92: Data Table on UK - Market size and forecast 2022-2027 ($ million)
• Exhibits93: Chart on UK - Year-over-year growth 2022-2027 (%)
• Exhibits94: Data Table on UK - Year-over-year growth 2022-2027 (%)
• Exhibits95: Chart on Germany - Market size and forecast 2022-2027 ($ million)
• Exhibits96: Data Table on Germany - Market size and forecast 2022-2027 ($ million)
• Exhibits97: Chart on Germany - Year-over-year growth 2022-2027 (%)
• Exhibits98: Data Table on Germany - Year-over-year growth 2022-2027 (%)
• Exhibits99: Chart on France - Market size and forecast 2022-2027 ($ million)
• Exhibits100: Data Table on France - Market size and forecast 2022-2027 ($ million)
• Exhibits101: Chart on France - Year-over-year growth 2022-2027 (%)
• Exhibits102: Data Table on France - Year-over-year growth 2022-2027 (%)
• Exhibits103: Market opportunity By Geographical Landscape ($ million)
• Exhibits104: Data Tables on Market opportunity By Geographical Landscape ($ million)
• Exhibits105: Impact of drivers and challenges in 2022 and 2027
• Exhibits106: Overview on Criticality of inputs and Factors of differentiation
• Exhibits107: Overview on factors of disruption
• Exhibits108: Impact of key risks on business
• Exhibits109: Vendors covered
• Exhibits110: Matrix on vendor position and classification
• Exhibits111: Amazon.com Inc. - Overview
• Exhibits112: Amazon.com Inc. - Business segments
• Exhibits113: Amazon.com Inc. - Key news
• Exhibits114: Amazon.com Inc. - Key offerings
• Exhibits115: Amazon.com Inc. - Segment focus
• Exhibits116: ArangoDB Inc. - Overview
• Exhibits117: ArangoDB Inc. - Product / Service
• Exhibits118: ArangoDB Inc. - Key offerings
• Exhibits119: DataStax Inc. - Overview
• Exhibits120: DataStax Inc. - Product / Service
• Exhibits121: DataStax Inc. - Key offerings
• Exhibits122: Dgraph - Overview
• Exhibits123: Dgraph - Product / Service
• Exhibits124: Dgraph - Key offerings
• Exhibits125: Franz Inc - Overview
• Exhibits126: Franz Inc - Product / Service
• Exhibits127: Franz Inc - Key offerings
• Exhibits128: InfluxData Inc. - Overview
• Exhibits129: InfluxData Inc. - Product / Service
• Exhibits130: InfluxData Inc. - Key offerings
• Exhibits131: Memgraph Ltd - Overview
• Exhibits132: Memgraph Ltd - Product / Service
• Exhibits133: Memgraph Ltd - Key offerings
• Exhibits134: Microsoft Corp. - Overview
• Exhibits135: Microsoft Corp. - Business segments
• Exhibits136: Microsoft Corp. - Key news
• Exhibits137: Microsoft Corp. - Key offerings
• Exhibits138: Microsoft Corp. - Segment focus
• Exhibits139: Neo4j Inc. - Overview
• Exhibits140: Neo4j Inc. - Product / Service
• Exhibits141: Neo4j Inc. - Key offerings
• Exhibits142: Ontotext USA Inc. - Overview
• Exhibits143: Ontotext USA Inc. - Product / Service
• Exhibits144: Ontotext USA Inc. - Key offerings
• Exhibits145: Oracle Corp. - Overview
• Exhibits146: Oracle Corp. - Business segments
• Exhibits147: Oracle Corp. - Key news
• Exhibits148: Oracle Corp. - Key offerings
• Exhibits149: Oracle Corp. - Segment focus
• Exhibits150: Redis Ltd. - Overview
• Exhibits151: Redis Ltd. - Product / Service
• Exhibits152: Redis Ltd. - Key offerings
• Exhibits153: Stardog Union Inc. - Overview
• Exhibits154: Stardog Union Inc. - Product / Service
• Exhibits155: Stardog Union Inc. - Key offerings
• Exhibits156: TigerGraph - Overview
• Exhibits157: TigerGraph - Product / Service
• Exhibits158: TigerGraph - Key offerings
• Exhibits159: vesoft inc - Overview
• Exhibits160: vesoft inc - Product / Service
• Exhibits161: vesoft inc - Key offerings
• Exhibits162: Inclusions checklist
• Exhibits163: Exclusions checklist
• Exhibits164: Currency conversion rates for US$
• Exhibits165: Research methodology
• Exhibits166: Validation techniques employed for market sizing
• Exhibits167: Information sources
• Exhibits168: List of abbreviations

Global Graph Database Market 2023-2027

The graph database market is forecasted to grow by USD 7400.79 mn during 2022-2027, accelerating at a CAGR of 19.9% during the forecast period. The report on the graph database 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 lack of standardization and programming flexibility, lack of trained employee, and slower adoption.

Technavio's graph database market is segmented as below:

By End-user

• Large enterprises
• SMEs

By Type

• RDF
• LPG

By Geographical Landscape

• North America
• Europe
• APAC
• South America
• Middle East and Africa

This study identifies the increased demand for low-latency queries as one of the prime reasons driving the graph database market growth during the next few years. Also, expansion of internet of things (IoT) and connected devices and growing adoption of real-time analytics will lead to sizable demand in the market.

The report on the graph database market covers the following areas:

• Graph database market sizing
• Graph database market forecast
• Graph database 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 graph database market vendors that include Amazon.com Inc., ArangoDB Inc., DataStax Inc., Dgraph, Franz Inc, InfluxData Inc., JanusGraph , Memgraph Ltd, Microsoft Corp., Neo4j Inc., Ontotext USA Inc., Oracle Corp., Redis Ltd. , Stardog Union Inc., TigerGraph, and vesoft inc. Also, the graph database 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.

Table of Contents

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 Geographical Landscape
• Exhibit 05: Executive Summary - Chart on Market Segmentation by End-user
• Exhibit 06: Executive Summary - Chart on Market Segmentation by Type
• 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 2022
• 3.4 Market outlook: Forecast for 2022-2027
• Exhibit 14: Chart on Global - Market size and forecast 2022-2027 ($ million)
• Exhibit 15: Data Table on Global - Market size and forecast 2022-2027 ($ million)
• Exhibit 16: Chart on Global Market: Year-over-year growth 2022-2027 (%)
• Exhibit 17: Data Table on Global Market: Year-over-year growth 2022-2027 (%)

4 Historic Market Size

• 4.1 Global graph database market 2017 - 2021
• Exhibit 18: Historic Market Size - Data Table on global graph database market 2017 - 2021 ($ million)
• 4.2 End-user Segment Analysis 2017 - 2021
• Exhibit 19: Historic Market Size - End-user Segment 2017 - 2021 ($ million)
• 4.3 Type Segment Analysis 2017 - 2021
• Exhibit 20: Historic Market Size - Type Segment 2017 - 2021 ($ million)
• 4.4 Geography Segment Analysis 2017 - 2021
• Exhibit 21: Historic Market Size - Geography Segment 2017 - 2021 ($ million)
• 4.5 Country Segment Analysis 2017 - 2021
• Exhibit 22: Historic Market Size - Country Segment 2017 - 2021 ($ million)

5 Five Forces Analysis

• 5.1 Five forces summary
• Exhibit 23: Five forces analysis - Comparison between 2022 and 2027
• 5.2 Bargaining power of buyers
• Exhibit 24: Chart on Bargaining power of buyers - Impact of key factors 2022 and 2027
• 5.3 Bargaining power of suppliers
• Exhibit 25: Bargaining power of suppliers - Impact of key factors in 2022 and 2027
• 5.4 Threat of new entrants
• Exhibit 26: Threat of new entrants - Impact of key factors in 2022 and 2027
• 5.5 Threat of substitutes
• Exhibit 27: Threat of substitutes - Impact of key factors in 2022 and 2027
• 5.6 Threat of rivalry
• Exhibit 28: Threat of rivalry - Impact of key factors in 2022 and 2027
• 5.7 Market condition
• Exhibit 29: Chart on Market condition - Five forces 2022 and 2027

6 Market Segmentation by End-user

• 6.1 Market segments
• Exhibit 30: Chart on End-user - Market share 2022-2027 (%)
• Exhibit 31: Data Table on End-user - Market share 2022-2027 (%)
• 6.2 Comparison by End-user
• Exhibit 32: Chart on Comparison by End-user
• Exhibit 33: Data Table on Comparison by End-user
• 6.3 Large enterprises - Market size and forecast 2022-2027
• Exhibit 34: Chart on Large enterprises - Market size and forecast 2022-2027 ($ million)
• Exhibit 35: Data Table on Large enterprises - Market size and forecast 2022-2027 ($ million)
• Exhibit 36: Chart on Large enterprises - Year-over-year growth 2022-2027 (%)
• Exhibit 37: Data Table on Large enterprises - Year-over-year growth 2022-2027 (%)
• 6.4 SMEs - Market size and forecast 2022-2027
• Exhibit 38: Chart on SMEs - Market size and forecast 2022-2027 ($ million)
• Exhibit 39: Data Table on SMEs - Market size and forecast 2022-2027 ($ million)
• Exhibit 40: Chart on SMEs - Year-over-year growth 2022-2027 (%)
• Exhibit 41: Data Table on SMEs - Year-over-year growth 2022-2027 (%)
• 6.5 Market opportunity by End-user
• Exhibit 42: Market opportunity by End-user ($ million)
• Exhibit 43: Data Table on Market opportunity by End-user ($ million)

7 Market Segmentation by Type

• 7.1 Market segments
• Exhibit 44: Chart on Type - Market share 2022-2027 (%)
• Exhibit 45: Data Table on Type - Market share 2022-2027 (%)
• 7.2 Comparison by Type
• Exhibit 46: Chart on Comparison by Type
• Exhibit 47: Data Table on Comparison by Type
• 7.3 RDF - Market size and forecast 2022-2027
• Exhibit 48: Chart on RDF - Market size and forecast 2022-2027 ($ million)
• Exhibit 49: Data Table on RDF - Market size and forecast 2022-2027 ($ million)
• Exhibit 50: Chart on RDF - Year-over-year growth 2022-2027 (%)
• Exhibit 51: Data Table on RDF - Year-over-year growth 2022-2027 (%)
• 7.4 LPG - Market size and forecast 2022-2027
• Exhibit 52: Chart on LPG - Market size and forecast 2022-2027 ($ million)
• Exhibit 53: Data Table on LPG - Market size and forecast 2022-2027 ($ million)
• Exhibit 54: Chart on LPG - Year-over-year growth 2022-2027 (%)
• Exhibit 55: Data Table on LPG - Year-over-year growth 2022-2027 (%)
• 7.5 Market opportunity by Type
• Exhibit 56: Market opportunity by Type ($ million)
• Exhibit 57: Data Table on Market opportunity by Type ($ 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 Geographical Landscape 2022-2027 (%)
• Exhibit 60: Data Table on Market share By Geographical Landscape 2022-2027 (%)
• 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 2022-2027
• Exhibit 63: Chart on North America - Market size and forecast 2022-2027 ($ million)
• Exhibit 64: Data Table on North America - Market size and forecast 2022-2027 ($ million)
• Exhibit 65: Chart on North America - Year-over-year growth 2022-2027 (%)
• Exhibit 66: Data Table on North America - Year-over-year growth 2022-2027 (%)
• 9.4 Europe - Market size and forecast 2022-2027
• Exhibit 67: Chart on Europe - Market size and forecast 2022-2027 ($ million)
• Exhibit 68: Data Table on Europe - Market size and forecast 2022-2027 ($ million)
• Exhibit 69: Chart on Europe - Year-over-year growth 2022-2027 (%)
• Exhibit 70: Data Table on Europe - Year-over-year growth 2022-2027 (%)
• 9.5 APAC - Market size and forecast 2022-2027
• Exhibit 71: Chart on APAC - Market size and forecast 2022-2027 ($ million)
• Exhibit 72: Data Table on APAC - Market size and forecast 2022-2027 ($ million)
• Exhibit 73: Chart on APAC - Year-over-year growth 2022-2027 (%)
• Exhibit 74: Data Table on APAC - Year-over-year growth 2022-2027 (%)
• 9.6 South America - Market size and forecast 2022-2027
• Exhibit 75: Chart on South America - Market size and forecast 2022-2027 ($ million)
• Exhibit 76: Data Table on South America - Market size and forecast 2022-2027 ($ million)
• Exhibit 77: Chart on South America - Year-over-year growth 2022-2027 (%)
• Exhibit 78: Data Table on South America - Year-over-year growth 2022-2027 (%)
• 9.7 Middle East and Africa - Market size and forecast 2022-2027
• Exhibit 79: Chart on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
• Exhibit 80: Data Table on Middle East and Africa - Market size and forecast 2022-2027 ($ million)
• Exhibit 81: Chart on Middle East and Africa - Year-over-year growth 2022-2027 (%)
• Exhibit 82: Data Table on Middle East and Africa - Year-over-year growth 2022-2027 (%)
• 9.8 US - Market size and forecast 2022-2027
• Exhibit 83: Chart on US - Market size and forecast 2022-2027 ($ million)
• Exhibit 84: Data Table on US - Market size and forecast 2022-2027 ($ million)
• Exhibit 85: Chart on US - Year-over-year growth 2022-2027 (%)
• Exhibit 86: Data Table on US - Year-over-year growth 2022-2027 (%)
• 9.9 China - Market size and forecast 2022-2027
• Exhibit 87: Chart on China - Market size and forecast 2022-2027 ($ million)
• Exhibit 88: Data Table on China - Market size and forecast 2022-2027 ($ million)
• Exhibit 89: Chart on China - Year-over-year growth 2022-2027 (%)
• Exhibit 90: Data Table on China - Year-over-year growth 2022-2027 (%)
• 9.10 UK - Market size and forecast 2022-2027
• Exhibit 91: Chart on UK - Market size and forecast 2022-2027 ($ million)
• Exhibit 92: Data Table on UK - Market size and forecast 2022-2027 ($ million)
• Exhibit 93: Chart on UK - Year-over-year growth 2022-2027 (%)
• Exhibit 94: Data Table on UK - Year-over-year growth 2022-2027 (%)
• 9.11 Germany - Market size and forecast 2022-2027
• Exhibit 95: Chart on Germany - Market size and forecast 2022-2027 ($ million)
• Exhibit 96: Data Table on Germany - Market size and forecast 2022-2027 ($ million)
• Exhibit 97: Chart on Germany - Year-over-year growth 2022-2027 (%)
• Exhibit 98: Data Table on Germany - Year-over-year growth 2022-2027 (%)
• 9.12 France - Market size and forecast 2022-2027
• Exhibit 99: Chart on France - Market size and forecast 2022-2027 ($ million)
• Exhibit 100: Data Table on France - Market size and forecast 2022-2027 ($ million)
• Exhibit 101: Chart on France - Year-over-year growth 2022-2027 (%)
• Exhibit 102: Data Table on France - Year-over-year growth 2022-2027 (%)
• 9.13 Market opportunity By Geographical Landscape
• Exhibit 103: Market opportunity By Geographical Landscape ($ million)
• Exhibit 104: Data Tables on Market opportunity By Geographical Landscape ($ 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 2022 and 2027
• 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 Amazon.com Inc.
• Exhibit 111: Amazon.com Inc. - Overview
• Exhibit 112: Amazon.com Inc. - Business segments
• Exhibit 113: Amazon.com Inc. - Key news
• Exhibit 114: Amazon.com Inc. - Key offerings
• Exhibit 115: Amazon.com Inc. - Segment focus
• 12.4 ArangoDB Inc.
• Exhibit 116: ArangoDB Inc. - Overview
• Exhibit 117: ArangoDB Inc. - Product / Service
• Exhibit 118: ArangoDB Inc. - Key offerings
• 12.5 DataStax Inc.
• Exhibit 119: DataStax Inc. - Overview
• Exhibit 120: DataStax Inc. - Product / Service
• Exhibit 121: DataStax Inc. - Key offerings
• 12.6 Dgraph
• Exhibit 122: Dgraph - Overview
• Exhibit 123: Dgraph - Product / Service
• Exhibit 124: Dgraph - Key offerings
• 12.7 Franz Inc
• Exhibit 125: Franz Inc - Overview
• Exhibit 126: Franz Inc - Product / Service
• Exhibit 127: Franz Inc - Key offerings
• 12.8 InfluxData Inc.
• Exhibit 128: InfluxData Inc. - Overview
• Exhibit 129: InfluxData Inc. - Product / Service
• Exhibit 130: InfluxData Inc. - Key offerings
• 12.9 Memgraph Ltd
• Exhibit 131: Memgraph Ltd - Overview
• Exhibit 132: Memgraph Ltd - Product / Service
• Exhibit 133: Memgraph Ltd - Key offerings
• 12.10 Microsoft Corp.
• Exhibit 134: Microsoft Corp. - Overview
• Exhibit 135: Microsoft Corp. - Business segments
• Exhibit 136: Microsoft Corp. - Key news
• Exhibit 137: Microsoft Corp. - Key offerings
• Exhibit 138: Microsoft Corp. - Segment focus
• 12.11 Neo4j Inc.
• Exhibit 139: Neo4j Inc. - Overview
• Exhibit 140: Neo4j Inc. - Product / Service
• Exhibit 141: Neo4j Inc. - Key offerings
• 12.12 Ontotext USA Inc.
• Exhibit 142: Ontotext USA Inc. - Overview
• Exhibit 143: Ontotext USA Inc. - Product / Service
• Exhibit 144: Ontotext USA Inc. - Key offerings
• 12.13 Oracle Corp.
• Exhibit 145: Oracle Corp. - Overview
• Exhibit 146: Oracle Corp. - Business segments
• Exhibit 147: Oracle Corp. - Key news
• Exhibit 148: Oracle Corp. - Key offerings
• Exhibit 149: Oracle Corp. - Segment focus
• 12.14 Redis Ltd.
• Exhibit 150: Redis Ltd. - Overview
• Exhibit 151: Redis Ltd. - Product / Service
• Exhibit 152: Redis Ltd. - Key offerings
• 12.15 Stardog Union Inc.
• Exhibit 153: Stardog Union Inc. - Overview
• Exhibit 154: Stardog Union Inc. - Product / Service
• Exhibit 155: Stardog Union Inc. - Key offerings
• 12.16 TigerGraph
• Exhibit 156: TigerGraph - Overview
• Exhibit 157: TigerGraph - Product / Service
• Exhibit 158: TigerGraph - Key offerings
• 12.17 vesoft inc
• Exhibit 159: vesoft inc - Overview
• Exhibit 160: vesoft inc - Product / Service
• Exhibit 161: vesoft inc - Key offerings

13 Appendix

• 13.1 Scope of the report
• 13.2 Inclusions and exclusions checklist
• Exhibit 162: Inclusions checklist
• Exhibit 163: Exclusions checklist
• 13.3 Currency conversion rates for US$
• Exhibit 164: Currency conversion rates for US$
• 13.4 Research methodology
• Exhibit 165: Research methodology
• Exhibit 166: Validation techniques employed for market sizing
• Exhibit 167: Information sources
• 13.5 List of abbreviations
• Exhibit 168: List of abbreviations