世界のビジュアルデータディスカバリー市場予測（～2028年）：オンプレミス、クラウド

• 英文タイトル：Global Visual Data Discovery Market 2022 by Manufacturers, Regions, Type and Application, Forecast to 2028

• レポートコード：GIR-22E7443 • 出版社/出版日：GlobalInfoResearch / 2022年5月 • レポート形態：英文、PDF、126ページ • 納品方法：Eメール（2~3営業日） • 産業分類：産業機械＆装置

• 販売価格（消費税別）

Single User	￥522,000 (USD3,480)	▷ お問い合わせ
Multi User	￥783,000 (USD5,220)	▷ お問い合わせ
Corporate User	￥1,044,000 (USD6,960)	▷ お問い合わせ

• ご注文方法：お問い合わせフォーム記入又はEメールでご連絡ください。
• お支払方法：銀行振込（納品後、ご請求書送付）

---

レポート概要

---

ビジュアルデータディスカバリー市場レポートは、世界の市場規模、地域および国レベルの市場規模、セグメント市場の成長性、市場シェア、競争環境、販売分析、国内および世界の市場プレーヤーの影響、バリューチェーンの最適化、最近の動向、機会分析、市場成長の戦略的な分析、製品発売、地域市場の拡大などに関する情報を提供します。 GlobalInfoResearchの最新の調査によると、世界のビジュアルデータディスカバリーの市場規模は2021年のxxx米ドルから2028年にはxxx米ドルと推定され、xxx％の成長率で成長すると予想されます。 ビジュアルデータディスカバリー市場は種類と用途によって区分されます。2017年～2028年において、量と金額の観点から種類別および用途別セグメントの売上予測データを提供します。この分析は、適格なニッチ市場をターゲットにすることでビジネスを拡大するのに役立ちます。 種類別セグメントは次をカバーします。 ・オンプレミス、クラウド 用途別セグメントは次のように区分されます。 ・金融、医療＆ライフサイエンス、通信＆IT、政府＆防衛、エネルギー＆ユーティリティ、製造業、その他 世界のビジュアルデータディスカバリー市場の主要な市場プレーヤーは以下のとおりです。 ・Data Discovery、Software & Services、IBM、SAS Institute、Oracle、Microsoft、Teradata、Intel、SAP、Datawatch Corporation、Datameer、Tibco Software Inc.、Cloudera、Birst、Tableau Software、Alteryx、Rapidminer、FICO、BlueGranite、Megaputer Intelligence、Clearstory Data、Platfora、Qlik Technologies、Microstrategy、Biomax Informatics、Angoss Software 地域別セグメントは次の地域・国をカバーします。 ・北米（米国、カナダ、メキシコ） ・ヨーロッパ（ドイツ、フランス、イギリス、ロシア、イタリア） ・アジア太平洋（日本、中国、韓国、インド、東南アジア、オーストラリア） ・南アメリカ（ブラジル、アルゼンチン、コロンビア） ・中東およびアフリカ（サウジアラビア、UAE、エジプト、南アフリカ） 本調査レポートの内容は計15章あります。 ・第1章では、ビジュアルデータディスカバリー製品の調査範囲、市場の概要、市場の成長要因・阻害要因、および市場動向について説明します。 ・第2章では、主要なビジュアルデータディスカバリーメーカーの企業概要、2019年～2022年までのビジュアルデータディスカバリーの価格、販売量、売上、市場シェアを掲載しています。 ・第3章では、主要なビジュアルデータディスカバリーメーカーの競争状況、販売量、売上、世界市場シェアが重点的に比較分析されています。 ・第4章では、2017年～2028年までの地域別ビジュアルデータディスカバリーの販売量、売上、成長性を示しています。 ・第5、6章では、2017年～2028年までのビジュアルデータディスカバリーの種類別と用途別の市場規模、市場シェアと成長率を掲載しています。 ・第7、8、9、10、11章では、2017年～2022年までの世界の主要国での販売量、売上、市場シェア、並びに2023年～2028年までの主要地域でのビジュアルデータディスカバリー市場予測を収録しています。 ・第12章では、主要な原材料、主要なサプライヤー、およびビジュアルデータディスカバリーの産業チェーンを掲載しています。 ・第13、14、15章では、ビジュアルデータディスカバリーの販売チャネル、販売業者、顧客、調査結果と結論、付録、データソースなどについて説明します。 ***** 目次(一部) ***** ・市場概要 ・メーカー情報（企業概要、製品概要、販売量、価格、売上）：Data Discovery、Software & Services、IBM、SAS Institute、Oracle、Microsoft、Teradata、Intel、SAP、Datawatch Corporation、Datameer、Tibco Software Inc.、Cloudera、Birst、Tableau Software、Alteryx、Rapidminer、FICO、BlueGranite、Megaputer Intelligence、Clearstory Data、Platfora、Qlik Technologies、Microstrategy、Biomax Informatics、Angoss Software ・メーカー別市場シェア ・地域別市場分析2017年-2028年 ・種類別分析2017年-2028年：オンプレミス、クラウド ・用途別分析2017年-2028年：金融、医療＆ライフサイエンス、通信＆IT、政府＆防衛、エネルギー＆ユーティリティ、製造業、その他 ・ビジュアルデータディスカバリーの北米市場規模2017年-2028年：アメリカ、カナダ、メキシコ ・ビジュアルデータディスカバリーのヨーロッパ市場規模2017年-2028年：ドイツ、イギリス、フランス、ロシア、イタリア ・ビジュアルデータディスカバリーのアジア市場規模2017年-2028年：中国、日本、韓国、インド、東南アジア、オーストラリア ・ビジュアルデータディスカバリーの南米市場規模2017年-2028年：ブラジル、アルゼンチン ・ビジュアルデータディスカバリーの中東・アフリカ市場規模2017年-2028年：サウジアラビア、トルコ、エジプト、南アフリカ ・原材料および産業チェーン ・販売チャネル、流通業者・代理店、顧客リスト ・調査の結果・結論

The Visual Data Discovery market report provides a detailed analysis of global market size, regional and country-level market size, segmentation market growth, market share, competitive Landscape, sales analysis, impact of domestic and global market players, value chain optimization, trade regulations, recent developments, opportunities analysis, strategic market growth analysis, product launches, area marketplace expanding, and technological innovations.
According to our (Global Info Research) latest study, due to COVID-19 pandemic, the global Visual Data Discovery market size is estimated to be worth US$ million in 2021 and is forecast to a readjusted size of USD million by 2028 with a CAGR of % during review period. BFSI accounting for % of the Visual Data Discovery global market in 2021, is projected to value USD million by 2028, growing at a % CAGR in next six years. While On-premises segment is altered to a % CAGR between 2022 and 2028.
Global key manufacturers of Visual Data Discovery include Data Discovery, Software & Services, IBM, SAS Institute, and Oracle, etc. In terms of revenue, the global top four players hold a share over % in 2021.
Market segmentation
Visual Data Discovery market is split by Type and by Application. For the period 2017-2028, the growth among segments provide accurate calculations and forecasts for sales by Type and by Application in terms of volume and value. This analysis can help you expand your business by targeting qualified niche markets.
Market segment by Type, covers
On-premises
Cloud
Market segment by Application can be divided into
BFSI
Healthcare and Life Sciences
Telecom and IT
Government and Defense
Energy and Utilities
Manufacturing
Others
The key market players for global Visual Data Discovery market are listed below:
Data Discovery
Software & Services
IBM
SAS Institute
Oracle
Microsoft
Teradata
Intel
SAP
Datawatch Corporation
Datameer
Tibco Software Inc.
Cloudera
Birst
Tableau Software
Alteryx
Rapidminer
FICO
BlueGranite
Megaputer Intelligence
Clearstory Data
Platfora
Qlik Technologies
Microstrategy
Biomax Informatics
Angoss Software
Market segment by region, regional analysis covers
North America (United States, Canada and Mexico)
Europe (Germany, France, United Kingdom, Russia, Italy, and Rest of Europe)
Asia-Pacific (China, Japan, Korea, India, Southeast Asia, and Australia)
South America (Brazil, Argentina, Colombia, and Rest of South America)
Middle East & Africa (Saudi Arabia, UAE, Egypt, South Africa, and Rest of Middle East & Africa)
The content of the study subjects, includes a total of 15 chapters:
Chapter 1, to describe Visual Data Discovery product scope, market overview, market opportunities, market driving force and market risks.
Chapter 2, to profile the top manufacturers of Visual Data Discovery, with price, sales, revenue and global market share of Visual Data Discovery from 2019 to 2022.
Chapter 3, the Visual Data Discovery competitive situation, sales, revenue and global market share of top manufacturers are analyzed emphatically by landscape contrast.
Chapter 4, the Visual Data Discovery breakdown data are shown at the regional level, to show the sales, revenue and growth by regions, from 2017 to 2028.
Chapter 5 and 6, to segment the sales by Type and application, with sales market share and growth rate by type, application, from 2017 to 2028.
Chapter 7, 8, 9, 10 and 11, to break the sales data at the country level, with sales, revenue and market share for key countries in the world, from 2017 to 2022.and Visual Data Discovery market forecast, by regions, type and application, with sales and revenue, from 2023 to 2028.
Chapter 12, the key raw materials and key suppliers, and industry chain of Visual Data Discovery.
Chapter 13, 14, and 15, to describe Visual Data Discovery sales channel, distributors, customers, research findings and conclusion, appendix and data source.

レポート目次

---

1 Market Overview
1.1 Visual Data Discovery Introduction
1.2 Market Analysis by Type
1.2.1 Overview: Global Visual Data Discovery Revenue by Type: 2017 Versus 2021 Versus 2028
1.2.2 On-premises
1.2.3 Cloud
1.3 Market Analysis by Application
1.3.1 Overview: Global Visual Data Discovery Revenue by Application: 2017 Versus 2021 Versus 2028
1.3.2 BFSI
1.3.3 Healthcare and Life Sciences
1.3.4 Telecom and IT
1.3.5 Government and Defense
1.3.6 Energy and Utilities
1.3.7 Manufacturing
1.3.8 Others
1.4 Global Visual Data Discovery Market Size & Forecast
1.4.1 Global Visual Data Discovery Sales in Value (2017 & 2021 & 2028)
1.4.2 Global Visual Data Discovery Sales in Volume (2017-2028)
1.4.3 Global Visual Data Discovery Price (2017-2028)
1.5 Global Visual Data Discovery Production Capacity Analysis
1.5.1 Global Visual Data Discovery Total Production Capacity (2017-2028)
1.5.2 Global Visual Data Discovery Production Capacity by Geographic Region
1.6 Market Drivers, Restraints and Trends
1.6.1 Visual Data Discovery Market Drivers
1.6.2 Visual Data Discovery Market Restraints
1.6.3 Visual Data Discovery Trends Analysis
2 Manufacturers Profiles
2.1 Data Discovery
2.1.1 Data Discovery Details
2.1.2 Data Discovery Major Business
2.1.3 Data Discovery Visual Data Discovery Product and Services
2.1.4 Data Discovery Visual Data Discovery Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.2 Software & Services
2.2.1 Software & Services Details
2.2.2 Software & Services Major Business
2.2.3 Software & Services Visual Data Discovery Product and Services
2.2.4 Software & Services Visual Data Discovery Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.3 IBM
2.3.1 IBM Details
2.3.2 IBM Major Business
2.3.3 IBM Visual Data Discovery Product and Services
2.3.4 IBM Visual Data Discovery Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.4 SAS Institute
2.4.1 SAS Institute Details
2.4.2 SAS Institute Major Business
2.4.3 SAS Institute Visual Data Discovery Product and Services
2.4.4 SAS Institute Visual Data Discovery Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.5 Oracle
2.5.1 Oracle Details
2.5.2 Oracle Major Business
2.5.3 Oracle Visual Data Discovery Product and Services
2.5.4 Oracle Visual Data Discovery Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.6 Microsoft
2.6.1 Microsoft Details
2.6.2 Microsoft Major Business
2.6.3 Microsoft Visual Data Discovery Product and Services
2.6.4 Microsoft Visual Data Discovery Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.7 Teradata
2.7.1 Teradata Details
2.7.2 Teradata Major Business
2.7.3 Teradata Visual Data Discovery Product and Services
2.7.4 Teradata Visual Data Discovery Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.8 Intel
2.8.1 Intel Details
2.8.2 Intel Major Business
2.8.3 Intel Visual Data Discovery Product and Services
2.8.4 Intel Visual Data Discovery Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.9 SAP
2.9.1 SAP Details
2.9.2 SAP Major Business
2.9.3 SAP Visual Data Discovery Product and Services
2.9.4 SAP Visual Data Discovery Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.10 Datawatch Corporation
2.10.1 Datawatch Corporation Details
2.10.2 Datawatch Corporation Major Business
2.10.3 Datawatch Corporation Visual Data Discovery Product and Services
2.10.4 Datawatch Corporation Visual Data Discovery Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.11 Datameer
2.11.1 Datameer Details
2.11.2 Datameer Major Business
2.11.3 Datameer Visual Data Discovery Product and Services
2.11.4 Datameer Visual Data Discovery Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.12 Tibco Software Inc.
2.12.1 Tibco Software Inc. Details
2.12.2 Tibco Software Inc. Major Business
2.12.3 Tibco Software Inc. Visual Data Discovery Product and Services
2.12.4 Tibco Software Inc. Visual Data Discovery Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.13 Cloudera
2.13.1 Cloudera Details
2.13.2 Cloudera Major Business
2.13.3 Cloudera Visual Data Discovery Product and Services
2.13.4 Cloudera Visual Data Discovery Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.14 Birst
2.14.1 Birst Details
2.14.2 Birst Major Business
2.14.3 Birst Visual Data Discovery Product and Services
2.14.4 Birst Visual Data Discovery Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.15 Tableau Software
2.15.1 Tableau Software Details
2.15.2 Tableau Software Major Business
2.15.3 Tableau Software Visual Data Discovery Product and Services
2.15.4 Tableau Software Visual Data Discovery Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.16 Alteryx
2.16.1 Alteryx Details
2.16.2 Alteryx Major Business
2.16.3 Alteryx Visual Data Discovery Product and Services
2.16.4 Alteryx Visual Data Discovery Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.17 Rapidminer
2.17.1 Rapidminer Details
2.17.2 Rapidminer Major Business
2.17.3 Rapidminer Visual Data Discovery Product and Services
2.17.4 Rapidminer Visual Data Discovery Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.18 FICO
2.18.1 FICO Details
2.18.2 FICO Major Business
2.18.3 FICO Visual Data Discovery Product and Services
2.18.4 FICO Visual Data Discovery Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.19 BlueGranite
2.19.1 BlueGranite Details
2.19.2 BlueGranite Major Business
2.19.3 BlueGranite Visual Data Discovery Product and Services
2.19.4 BlueGranite Visual Data Discovery Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.20 Megaputer Intelligence
2.20.1 Megaputer Intelligence Details
2.20.2 Megaputer Intelligence Major Business
2.20.3 Megaputer Intelligence Visual Data Discovery Product and Services
2.20.4 Megaputer Intelligence Visual Data Discovery Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.21 Clearstory Data
2.21.1 Clearstory Data Details
2.21.2 Clearstory Data Major Business
2.21.3 Clearstory Data Visual Data Discovery Product and Services
2.21.4 Clearstory Data Visual Data Discovery Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.22 Platfora
2.22.1 Platfora Details
2.22.2 Platfora Major Business
2.22.3 Platfora Visual Data Discovery Product and Services
2.22.4 Platfora Visual Data Discovery Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.23 Qlik Technologies
2.23.1 Qlik Technologies Details
2.23.2 Qlik Technologies Major Business
2.23.3 Qlik Technologies Visual Data Discovery Product and Services
2.23.4 Qlik Technologies Visual Data Discovery Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.24 Microstrategy
2.24.1 Microstrategy Details
2.24.2 Microstrategy Major Business
2.24.3 Microstrategy Visual Data Discovery Product and Services
2.24.4 Microstrategy Visual Data Discovery Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.25 Biomax Informatics
2.25.1 Biomax Informatics Details
2.25.2 Biomax Informatics Major Business
2.25.3 Biomax Informatics Visual Data Discovery Product and Services
2.25.4 Biomax Informatics Visual Data Discovery Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.26 Angoss Software
2.26.1 Angoss Software Details
2.26.2 Angoss Software Major Business
2.26.3 Angoss Software Visual Data Discovery Product and Services
2.26.4 Angoss Software Visual Data Discovery Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
3 Visual Data Discovery Breakdown Data by Manufacturer
3.1 Global Visual Data Discovery Sales in Volume by Manufacturer (2019, 2020, 2021, and 2022)
3.2 Global Visual Data Discovery Revenue by Manufacturer (2019, 2020, 2021, and 2022)
3.3 Key Manufacturer Market Position in Visual Data Discovery
3.4 Market Concentration Rate
3.4.1 Top 3 Visual Data Discovery Manufacturer Market Share in 2021
3.4.2 Top 6 Visual Data Discovery Manufacturer Market Share in 2021
3.5 Global Visual Data Discovery Production Capacity by Company: 2021 VS 2022
3.6 Manufacturer by Geography: Head Office and Visual Data Discovery Production Site
3.7 New Entrant and Capacity Expansion Plans
3.8 Mergers & Acquisitions
4 Market Analysis by Region
4.1 Global Visual Data Discovery Market Size by Region
4.1.1 Global Visual Data Discovery Sales in Volume by Region (2017-2028)
4.1.2 Global Visual Data Discovery Revenue by Region (2017-2028)
4.2 North America Visual Data Discovery Revenue (2017-2028)
4.3 Europe Visual Data Discovery Revenue (2017-2028)
4.4 Asia-Pacific Visual Data Discovery Revenue (2017-2028)
4.5 South America Visual Data Discovery Revenue (2017-2028)
4.6 Middle East and Africa Visual Data Discovery Revenue (2017-2028)
5 Market Segment by Type
5.1 Global Visual Data Discovery Sales in Volume by Type (2017-2028)
5.2 Global Visual Data Discovery Revenue by Type (2017-2028)
5.3 Global Visual Data Discovery Price by Type (2017-2028)
6 Market Segment by Application
6.1 Global Visual Data Discovery Sales in Volume by Application (2017-2028)
6.2 Global Visual Data Discovery Revenue by Application (2017-2028)
6.3 Global Visual Data Discovery Price by Application (2017-2028)
7 North America by Country, by Type, and by Application
7.1 North America Visual Data Discovery Sales by Type (2017-2028)
7.2 North America Visual Data Discovery Sales by Application (2017-2028)
7.3 North America Visual Data Discovery Market Size by Country
7.3.1 North America Visual Data Discovery Sales in Volume by Country (2017-2028)
7.3.2 North America Visual Data Discovery Revenue by Country (2017-2028)
7.3.3 United States Market Size and Forecast (2017-2028)
7.3.4 Canada Market Size and Forecast (2017-2028)
7.3.5 Mexico Market Size and Forecast (2017-2028)
8 Europe by Country, by Type, and by Application
8.1 Europe Visual Data Discovery Sales by Type (2017-2028)
8.2 Europe Visual Data Discovery Sales by Application (2017-2028)
8.3 Europe Visual Data Discovery Market Size by Country
8.3.1 Europe Visual Data Discovery Sales in Volume by Country (2017-2028)
8.3.2 Europe Visual Data Discovery Revenue by Country (2017-2028)
8.3.3 Germany Market Size and Forecast (2017-2028)
8.3.4 France Market Size and Forecast (2017-2028)
8.3.5 United Kingdom Market Size and Forecast (2017-2028)
8.3.6 Russia Market Size and Forecast (2017-2028)
8.3.7 Italy Market Size and Forecast (2017-2028)
9 Asia-Pacific by Region, by Type, and by Application
9.1 Asia-Pacific Visual Data Discovery Sales by Type (2017-2028)
9.2 Asia-Pacific Visual Data Discovery Sales by Application (2017-2028)
9.3 Asia-Pacific Visual Data Discovery Market Size by Region
9.3.1 Asia-Pacific Visual Data Discovery Sales in Volume by Region (2017-2028)
9.3.2 Asia-Pacific Visual Data Discovery Revenue by Region (2017-2028)
9.3.3 China Market Size and Forecast (2017-2028)
9.3.4 Japan Market Size and Forecast (2017-2028)
9.3.5 Korea Market Size and Forecast (2017-2028)
9.3.6 India Market Size and Forecast (2017-2028)
9.3.7 Southeast Asia Market Size and Forecast (2017-2028)
9.3.8 Australia Market Size and Forecast (2017-2028)
10 South America by Region, by Type, and by Application
10.1 South America Visual Data Discovery Sales by Type (2017-2028)
10.2 South America Visual Data Discovery Sales by Application (2017-2028)
10.3 South America Visual Data Discovery Market Size by Country
10.3.1 South America Visual Data Discovery Sales in Volume by Country (2017-2028)
10.3.2 South America Visual Data Discovery Revenue by Country (2017-2028)
10.3.3 Brazil Market Size and Forecast (2017-2028)
10.3.4 Argentina Market Size and Forecast (2017-2028)
11 Middle East & Africa by Country, by Type, and by Application
11.1 Middle East & Africa Visual Data Discovery Sales by Type (2017-2028)
11.2 Middle East & Africa Visual Data Discovery Sales by Application (2017-2028)
11.3 Middle East & Africa Visual Data Discovery Market Size by Country
11.3.1 Middle East & Africa Visual Data Discovery Sales in Volume by Country (2017-2028)
11.3.2 Middle East & Africa Visual Data Discovery Revenue by Country (2017-2028)
11.3.3 Turkey Market Size and Forecast (2017-2028)
11.3.4 Egypt Market Size and Forecast (2017-2028)
11.3.5 Saudi Arabia Market Size and Forecast (2017-2028)
11.3.6 South Africa Market Size and Forecast (2017-2028)
12 Raw Material and Industry Chain
12.1 Raw Material of Visual Data Discovery and Key Manufacturers
12.2 Manufacturing Costs Percentage of Visual Data Discovery
12.3 Visual Data Discovery Production Process
12.4 Visual Data Discovery Industrial Chain
13 Sales Channel, Distributors, Traders and Dealers
13.1 Sales Channel
13.1.1 Direct Marketing
13.1.2 Indirect Marketing
13.2 Visual Data Discovery Typical Distributors
13.3 Visual Data Discovery Typical Customers
14 Research Findings and Conclusion
15 Appendix
15.1 Methodology
15.2 Research Process and Data Source
15.3 Disclaimer

---