表紙:難消化性マルトデキストリンの世界市場規模:供給源(とうもろこし由来、小麦由来、じゃがいも由来、キャッサバ由来、その他)、形状、エンドユース業界、地域別の予測(2022年~2028年)
市場調査レポート
商品コード
1070096

難消化性マルトデキストリンの世界市場規模:供給源(とうもろこし由来、小麦由来、じゃがいも由来、キャッサバ由来、その他)、形状、エンドユース業界、地域別の予測(2022年~2028年)

Global Digestion Resistant Maltodextrin Market Size study, by Source (Corn-based, Wheat-based, Potato-based, Cassava-based, Others ) by Form by end use industries and Regional Forecasts 2022-2028

出版日: | 発行: Bizwit Research & Consulting LLP | ページ情報: 英文 | 納期: 2~3営業日

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価格
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本日の銀行送金レート: 1USD=152.52円
難消化性マルトデキストリンの世界市場規模:供給源(とうもろこし由来、小麦由来、じゃがいも由来、キャッサバ由来、その他)、形状、エンドユース業界、地域別の予測(2022年~2028年)
出版日: 2022年03月02日
発行: Bizwit Research & Consulting LLP
ページ情報: 英文
納期: 2~3営業日
  • 全表示
  • 概要
  • 図表
  • 目次
概要

世界の難消化性マルトデキストリンの市場規模は、主に飲料業界の成長と植物由来の食品原料の需要増といった促進要因により拡大しています。

また、加工食品業界の成長や、オーガニック製品への消費者の嗜好の変化に伴う難消化性マルトデキストリンの採用や需要が、予測期間中の市場成長を高めると思われます。

しかし、アレルギー反応やけいれんなど、特定の人々に対する難消化性マルトデキストリンの副作用が、2022年~2028年の予測期間における市場成長の妨げとなる見込みです。

当レポートでは、世界の難消化性マルトデキストリン市場を調査し、市場の概要、業界分析、COVID-19によるリスク評価、供給源別、形状別、エンドユース業界別、地域別の分析、および競合情報などを提供しています。

目次

第1章 エグゼクティブサマリー

第2章 世界の難消化性マルトデキストリン市場:定義と範囲

第3章 世界の難消化性マルトデキストリン市場:市場力学

  • 難消化性マルトデキストリン市場:影響分析(2020年~2028年)

第4章 世界の難消化性マルトデキストリン市場:業界分析

  • ポーターのファイブフォースモデル
  • PEST分析
  • 投資採用モデル
  • アナリストの推奨事項と結論
  • 主要な投資機会
  • 主要な成功戦略

第5章 リスク評価:COVID-19の影響

    • 業界に対するCOVID-19の全体的な影響の評価
    • COVID-19以前・以後の市場シナリオ

第6章 世界の難消化性マルトデキストリン市場:供給源別

  • 市場スナップショット
  • 実績 - 潜在的な分析
  • 推定・予測(2019年~2028年)
  • サブセグメント分析
    • とうもろこし由来
    • 小麦由来
    • じゃがいも由来
    • キャッサバ由来
    • その他(米、バナナ)

第7章 世界の難消化性マルトデキストリン市場:形状別

  • 市場スナップショット
  • 実績 - 潜在的な分析
  • 推定・予測(2019年~2028年)
  • サブセグメント分析
    • 噴霧乾燥粉末
    • インスタント/塊状

第8章 難消化性マルトデキストリン市場:エンドユース業界別

  • 市場スナップショット
  • 実績 - 潜在的な分析
  • 推定・予測(2019年~2028年)
  • サブセグメント分析
    • 食品
    • 飲料
    • 栄養補助食品
    • その他

第9章 世界の難消化性マルトデキストリン市場:地域別分析

  • 地域別市場のスナップショット
  • 北米
    • 米国
    • カナダ
  • 欧州
    • 英国
    • ドイツ
    • フランス
    • スペイン
    • イタリア
    • その他欧州
  • アジア太平洋地域
    • 中国
    • インド
    • 日本
    • オーストラリア
    • 韓国
    • その他アジア太平洋地域
  • ラテンアメリカ
    • ブラジル
    • メキシコ
  • 世界のその他の地域

第10章 競合情報

  • 主要市場戦略
  • 企業プロファイル
    • Roquette Freres S.A.
    • Ingredion Incorporated
    • Tate & Lyle
    • Grain Processing Corporation
    • WGC Co., Ltd.
    • Kraft Heinz Company
    • Cargill Incorporated
    • Archer Daniels Midland Company
    • Baolingbao Biology Co.Ltd
    • Tereos Syral S.A.S.

第11章 調査プロセス

図表

LIST OF TABLES

  • TABLE 1. Global Digestion Resistant Maltodextrin Market, report scope
  • TABLE 2. Global Digestion Resistant Maltodextrin Market estimates & forecasts by Region 2019-2028 (USD Billion)
  • TABLE 3. Global Digestion Resistant Maltodextrin Market estimates & forecasts by Source 2019-2028 (USD Billion)
  • TABLE 4. Global Digestion Resistant Maltodextrin Market estimates & forecasts by Form 2019-2028 (USD Billion)
  • TABLE 5. Global Digestion Resistant Maltodextrin Market estimates & forecasts by End Use Industries 2019-2028 (USD Billion)
  • TABLE 6. Global Digestion Resistant Maltodextrin Market by segment, estimates & forecasts, 2019-2028 (USD Billion)
  • TABLE 7. Global Digestion Resistant Maltodextrin Market by region, estimates & forecasts, 2019-2028 (USD Billion)
  • TABLE 8. Global Digestion Resistant Maltodextrin Market by segment, estimates & forecasts, 2019-2028 (USD Billion)
  • TABLE 9. Global Digestion Resistant Maltodextrin Market by region, estimates & forecasts, 2019-2028 (USD Billion)
  • TABLE 10. Global Digestion Resistant Maltodextrin Market by segment, estimates & forecasts, 2019-2028 (USD Billion)
  • TABLE 11. Global Digestion Resistant Maltodextrin Market by region, estimates & forecasts, 2019-2028 (USD Billion)
  • TABLE 12. Global Digestion Resistant Maltodextrin Market by segment, estimates & forecasts, 2019-2028 (USD Billion)
  • TABLE 13. Global Digestion Resistant Maltodextrin Market by region, estimates & forecasts, 2019-2028 (USD Billion)
  • TABLE 14. Global Digestion Resistant Maltodextrin Market by segment, estimates & forecasts, 2019-2028 (USD Billion)
  • TABLE 15. Global Digestion Resistant Maltodextrin Market by region, estimates & forecasts, 2019-2028 (USD Billion)
  • TABLE 16. U.S. Digestion Resistant Maltodextrin Market estimates & forecasts, 2019-2028 (USD Billion)
  • TABLE 17. U.S. Digestion Resistant Maltodextrin Market estimates & forecasts by segment 2019-2028 (USD Billion)
  • TABLE 18. U.S. Digestion Resistant Maltodextrin Market estimates & forecasts by segment 2019-2028 (USD Billion)
  • TABLE 19. Canada Digestion Resistant Maltodextrin Market estimates & forecasts, 2019-2028 (USD Billion)
  • TABLE 20. Canada Digestion Resistant Maltodextrin Market estimates & forecasts by segment 2019-2028 (USD Billion)
  • TABLE 21. Canada Digestion Resistant Maltodextrin Market estimates & forecasts by segment 2019-2028 (USD Billion)
  • TABLE 22. UK Digestion Resistant Maltodextrin Market estimates & forecasts, 2019-2028 (USD Billion)
  • TABLE 23. UK Digestion Resistant Maltodextrin Market estimates & forecasts by segment 2019-2028 (USD Billion)
  • TABLE 24. UK Digestion Resistant Maltodextrin Market estimates & forecasts by segment 2019-2028 (USD Billion)
  • TABLE 25. Germany Digestion Resistant Maltodextrin Market estimates & forecasts, 2019-2028 (USD Billion)
  • TABLE 26. Germany Digestion Resistant Maltodextrin Market estimates & forecasts by segment 2019-2028 (USD Billion)
  • TABLE 27. Germany Digestion Resistant Maltodextrin Market estimates & forecasts by segment 2019-2028 (USD Billion)
  • TABLE 28. RoE Digestion Resistant Maltodextrin Market estimates & forecasts, 2019-2028 (USD Billion)
  • TABLE 29. RoE Digestion Resistant Maltodextrin Market estimates & forecasts by segment 2019-2028 (USD Billion)
  • TABLE 30. RoE Digestion Resistant Maltodextrin Market estimates & forecasts by segment 2019-2028 (USD Billion)
  • TABLE 31. China Digestion Resistant Maltodextrin Market estimates & forecasts, 2019-2028 (USD Billion)
  • TABLE 32. China Digestion Resistant Maltodextrin Market estimates & forecasts by segment 2019-2028 (USD Billion)
  • TABLE 33. China Digestion Resistant Maltodextrin Market estimates & forecasts by segment 2019-2028 (USD Billion)
  • TABLE 34. India Digestion Resistant Maltodextrin Market estimates & forecasts, 2019-2028 (USD Billion)
  • TABLE 35. India Digestion Resistant Maltodextrin Market estimates & forecasts by segment 2019-2028 (USD Billion)
  • TABLE 36. India Digestion Resistant Maltodextrin Market estimates & forecasts by segment 2019-2028 (USD Billion)
  • TABLE 37. Japan Digestion Resistant Maltodextrin Market estimates & forecasts, 2019-2028 (USD Billion)
  • TABLE 38. Japan Digestion Resistant Maltodextrin Market estimates & forecasts by segment 2019-2028 (USD Billion)
  • TABLE 39. Japan Digestion Resistant Maltodextrin Market estimates & forecasts by segment 2019-2028 (USD Billion)
  • TABLE 40. RoAPAC Digestion Resistant Maltodextrin Market estimates & forecasts, 2019-2028 (USD Billion)
  • TABLE 41. RoAPAC Digestion Resistant Maltodextrin Market estimates & forecasts by segment 2019-2028 (USD Billion)
  • TABLE 42. RoAPAC Digestion Resistant Maltodextrin Market estimates & forecasts by segment 2019-2028 (USD Billion)
  • TABLE 43. Brazil Digestion Resistant Maltodextrin Market estimates & forecasts, 2019-2028 (USD Billion)
  • TABLE 44. Brazil Digestion Resistant Maltodextrin Market estimates & forecasts by segment 2019-2028 (USD Billion)
  • TABLE 45. Brazil Digestion Resistant Maltodextrin Market estimates & forecasts by segment 2019-2028 (USD Billion)
  • TABLE 46. Mexico Digestion Resistant Maltodextrin Market estimates & forecasts, 2019-2028 (USD Billion)
  • TABLE 47. Mexico Digestion Resistant Maltodextrin Market estimates & forecasts by segment 2019-2028 (USD Billion)
  • TABLE 48. Mexico Digestion Resistant Maltodextrin Market estimates & forecasts by segment 2019-2028 (USD Billion)
  • TABLE 49. RoLA Digestion Resistant Maltodextrin Market estimates & forecasts, 2019-2028 (USD Billion)
  • TABLE 50. RoLA Digestion Resistant Maltodextrin Market estimates & forecasts by segment 2019-2028 (USD Billion)
  • TABLE 51. RoLA Digestion Resistant Maltodextrin Market estimates & forecasts by segment 2019-2028 (USD Billion)
  • TABLE 52. Row Digestion Resistant Maltodextrin Market estimates & forecasts, 2019-2028 (USD Billion)
  • TABLE 53. Row Digestion Resistant Maltodextrin Market estimates & forecasts by segment 2019-2028 (USD Billion)
  • TABLE 54. Row Digestion Resistant Maltodextrin Market estimates & forecasts by segment 2019-2028 (USD Billion)
  • TABLE 55. List of secondary sources, used in the study of global Digestion Resistant Maltodextrin Market
  • TABLE 56. List of primary sources, used in the study of global Digestion Resistant Maltodextrin Market
  • TABLE 57. Years considered for the study
  • TABLE 58. Exchange rates considered

LIST OF FIGURES

List of figures

  • FIG 1. Global Digestion Resistant Maltodextrin Market, research methodology
  • FIG 2. Global Digestion Resistant Maltodextrin Market, market estimation techniques
  • FIG 3. Global market size estimates & forecast methods
  • FIG 4. Global Digestion Resistant Maltodextrin Market, key trends 2021
  • FIG 5. Global Digestion Resistant Maltodextrin Market, growth prospects 2022-2028
  • FIG 6. Global Digestion Resistant Maltodextrin Market, porters 5 force model
  • FIG 7. Global Digestion Resistant Maltodextrin Market, pest analysis
  • FIG 8. Global Digestion Resistant Maltodextrin Market, value chain analysis
  • FIG 9. Global Digestion Resistant Maltodextrin Market by segment, 2019 & 2028 (USD Billion)
  • FIG 10. Global Digestion Resistant Maltodextrin Market by segment, 2019 & 2028 (USD Billion)
  • FIG 11. Global Digestion Resistant Maltodextrin Market by segment, 2019 & 2028 (USD Billion)
  • FIG 12. Global Digestion Resistant Maltodextrin Market by segment, 2019 & 2028 (USD Billion)
  • FIG 13. Global Digestion Resistant Maltodextrin Market by segment, 2019 & 2028 (USD Billion)
  • FIG 14. Global Digestion Resistant Maltodextrin Market, regional snapshot 2019 & 2028
  • FIG 15. North America Digestion Resistant Maltodextrin Market 2019 & 2028 (USD Billion)
  • FIG 16. Europe Digestion Resistant Maltodextrin Market 2019 & 2028 (USD Billion)
  • FIG 17. Asia pacific Digestion Resistant Maltodextrin Market 2019 & 2028 (USD Billion)
  • FIG 18. Latin America Digestion Resistant Maltodextrin Market 2019 & 2028 (USD Billion)
  • FIG 19. Global Digestion Resistant Maltodextrin Market, company market share analysis (2021)
目次

Global Digestion Resistant Maltodextrin Market is valued approximately USD XX billion in 2021 and is anticipated to grow with a healthy growth rate of more than XX % over the forecast period 2022-2028. Maltodextrin is a digestible, artificial sugar derived from corn, rice, or wheat. Digestion-resistant maltodextrin is obtained by putting maltodextrin through an additional process that changes the bonds which connect the sugar units. Due to this new process digestion-resistant maltodextrin becomes indigestible. Digestion-resistant maltodextrin is widely used as prebiotic, which promotes the growth of good bacteria in the intestine. Growing beverages industry and increasing demand for plant-based food ingredients are key drivers for the growth of Digestion Resistant Maltodextrin market. For instance, according to global database management company Statista- in 2020, the global market of non-alcoholic beverages is estimated at USD 1.03 billion and as per estimation by the year 2025 the revenue of the global non-alcoholic drinks market would reach to USD 1.44 trillion. Also, with growing processed food industry and shifting consumers preferences towards organic products, the adoption & demand for Digestion Resistant Maltodextrin is likely to increase the market growth during the forecast period. However, side effects of Digestion Resistant Maltodextrin on certain people like allergic reactions, cramping etc. impede the growth of the market over the forecast period of 2022-2028.

The key regions considered for the global Digestion Resistant Maltodextrin market study includes Asia Pacific, North America, Europe, Latin America, and Rest of the World. North America is the leading region across the world in terms of market share owing to increasing consumption of non-alcoholic beverages and presence of leading market players in the region. Whereas, Asia-Pacific is also anticipated to exhibit highest growth rate over the forecast period 2022-2028. Factors such increasing demand for the product from countries such as growing processed food and beverages industry in the region would create lucrative growth prospects for the Digestion Resistant Maltodextrin market across Asia-Pacific region.

Major market player included in this report are:

Roquette Freres S.A.

Ingredion Incorporated

Tate & Lyle

Grain Processing Corporation

WGC Co., Ltd.

Kraft Heinz Company

Cargill Incorporated

Archer Daniels Midland Company

Baolingbao Biology Co.Ltd

Tereos Syral S.A.S.

The objective of the study is to define market sizes of different segments & countries in recent years and to forecast the values to the coming eight years. The report is designed to incorporate both qualitative and quantitative aspects of the industry within each of the regions and countries involved in the study. Furthermore, the report also caters the detailed information about the crucial aspects such as driving factors & challenges which will define the future growth of the market. Additionally, the report shall also incorporate available opportunities in micro markets for stakeholders to invest along with the detailed analysis of competitive landscape and product offerings of key players. The detailed segments and sub-segment of the market are explained below:

By Source:

Corn-based

Wheat-based

Potato-based

Cassava-based

Others (Rice, Banana)

By Form:

Spray-dried Powder

Instantized/Agglomerated

By End Use Industries:

Foods

Beverages

Nutraceuticals

Others

By Region:

North America

U.S.

Canada

Europe

UK

Germany

France

Spain

Italy

ROE

Asia Pacific

China

India

Japan

Australia

South Korea

RoAPAC

Latin America

Brazil

Mexico

Rest of the World

Furthermore, years considered for the study are as follows:

Historical year - 2018, 2019, 2020

Base year - 2021

Forecast period - 2022 to 2028

Target Audience of the Global Digestion Resistant Maltodextrin Market in Market Study:

Key Consulting Companies & Advisors

Large, medium-sized, and small enterprises

Venture capitalists

Value-Added Resellers (VARs)

Third-party knowledge providers

Investment bankers

Investors

Table of Contents

Chapter 1. Executive Summary

  • 1.1. Market Snapshot
  • 1.2. Global & Segmental Market Estimates & Forecasts, 2020-2028 (USD Billion)
    • 1.2.1. Digestion Resistant Maltodextrin Market, by Region, 2020-2028 (USD Billion)
    • 1.2.2. Digestion Resistant Maltodextrin Market, by Source, 2020-2028 (USD Billion)
    • 1.2.3. Digestion Resistant Maltodextrin Market, by Form, 2020-2028 (USD Billion)
    • 1.2.4. Digestion Resistant Maltodextrin Market, by End Use Industries, 2020-2028 (USD Billion)
  • 1.3. Key Trends
  • 1.4. Estimation Methodology
  • 1.5. Research Assumption

Chapter 2. Global Digestion Resistant Maltodextrin Market Definition and Scope

  • 2.1. Objective of the Study
  • 2.2. Market Definition & Scope
    • 2.2.1. Scope of the Study
    • 2.2.2. Industry Evolution
  • 2.3. Years Considered for the Study
  • 2.4. Currency Conversion Rates

Chapter 3. Global Digestion Resistant Maltodextrin Market Dynamics

  • 3.1. Digestion Resistant Maltodextrin Market Impact Analysis (2020-2028)
    • 3.1.1. Market Drivers
      • 3.1.1.1. Growing beverages industry
      • 3.1.1.2. Increasing demand for plant-based food ingredients.
    • 3.1.2. Market Challenges
      • 3.1.2.1. Side effects of digestion resistant maltodextrin.
    • 3.1.3. Market Opportunities
      • 3.1.3.1. Growing processed food industry.
      • 3.1.3.2. Shifting consumers preferences towards organic products.

Chapter 4. Global Digestion Resistant Maltodextrin Market Industry Analysis

  • 4.1. Porter's 5 Force Model
    • 4.1.1. Bargaining Power of Suppliers
    • 4.1.2. Bargaining Power of Buyers
    • 4.1.3. Threat of New Entrants
    • 4.1.4. Threat of Substitutes
    • 4.1.5. Competitive Rivalry
    • 4.1.6. Futuristic Approach to Porter's 5 Force Model (2019-2028)
  • 4.2. PEST Analysis
    • 4.2.1. Political
    • 4.2.2. Economical
    • 4.2.3. Social
    • 4.2.4. Technological
  • 4.3. Investment Adoption Model
  • 4.4. Analyst Recommendation & Conclusion
  • 4.5. Top investment opportunity
  • 4.6. Top winning strategies

Chapter 5. Risk Assessment: COVID-19 Impact

    • 5.1.1. Assessment of the overall impact of COVID-19 on the industry
    • 5.1.2. Pre COVID-19 and post COVID-19 market scenario

Chapter 6. Global Digestion Resistant Maltodextrin Market, by Source

  • 6.1. Market Snapshot
  • 6.2. Global Digestion Resistant Maltodextrin Market by Source, Performance - Potential Analysis
  • 6.3. Global Digestion Resistant Maltodextrin Market Estimates & Forecasts by Source 2019-2028 (USD Billion)
  • 6.4. Digestion Resistant Maltodextrin Market, Sub Segment Analysis
    • 6.4.1. Corn-based
    • 6.4.2. Wheat-based
    • 6.4.3. Potato-based
    • 6.4.4. Cassava-based
    • 6.4.5. Others (Rice, Banana)

Chapter 7. Global Digestion Resistant Maltodextrin Market, by Form

  • 7.1. Market Snapshot
  • 7.2. Global Digestion Resistant Maltodextrin Market by Form, Performance - Potential Analysis
  • 7.3. Global Digestion Resistant Maltodextrin Market Estimates & Forecasts by Form 2019-2028 (USD Billion)
  • 7.4. Digestion Resistant Maltodextrin Market, Sub Segment Analysis
    • 7.4.1. Spray-dried Powder
    • 7.4.2. Instantized/Agglomerated

Chapter 8. Global Digestion Resistant Maltodextrin Market, by End Use Industries

  • 8.1. Market Snapshot
  • 8.2. Global Digestion Resistant Maltodextrin Market by End Use Industries, Performance - Potential Analysis
  • 8.3. Global Digestion Resistant Maltodextrin Market Estimates & Forecasts by End Use Industries 2019-2028 (USD Billion)
  • 8.4. Digestion Resistant Maltodextrin Market, Sub Segment Analysis
    • 8.4.1. Foods
    • 8.4.2. Beverages
    • 8.4.3. Nutraceuticals
    • 8.4.4. Others

Chapter 9. Global Digestion Resistant Maltodextrin Market, Regional Analysis

  • 9.1. Digestion Resistant Maltodextrin Market, Regional Market Snapshot
  • 9.2. North America Digestion Resistant Maltodextrin Market
    • 9.2.1. U.S. Digestion Resistant Maltodextrin Market
      • 9.2.1.1. Source breakdown estimates & forecasts, 2019-2028
      • 9.2.1.2. Form breakdown estimates & forecasts, 2019-2028
      • 9.2.1.3. End Use Industries breakdown estimates & forecasts, 2019-2028
    • 9.2.2. Canada Digestion Resistant Maltodextrin Market
  • 9.3. Europe Digestion Resistant Maltodextrin Market Snapshot
    • 9.3.1. U.K. Digestion Resistant Maltodextrin Market
    • 9.3.2. Germany Digestion Resistant Maltodextrin Market
    • 9.3.3. France Digestion Resistant Maltodextrin Market
    • 9.3.4. Spain Digestion Resistant Maltodextrin Market
    • 9.3.5. Italy Digestion Resistant Maltodextrin Market
    • 9.3.6. Rest of Europe Digestion Resistant Maltodextrin Market
  • 9.4. Asia-Pacific Digestion Resistant Maltodextrin Market Snapshot
    • 9.4.1. China Digestion Resistant Maltodextrin Market
    • 9.4.2. India Digestion Resistant Maltodextrin Market
    • 9.4.3. Japan Digestion Resistant Maltodextrin Market
    • 9.4.4. Australia Digestion Resistant Maltodextrin Market
    • 9.4.5. South Korea Digestion Resistant Maltodextrin Market
    • 9.4.6. Rest of Asia Pacific Digestion Resistant Maltodextrin Market
  • 9.5. Latin America Digestion Resistant Maltodextrin Market Snapshot
    • 9.5.1. Brazil Digestion Resistant Maltodextrin Market
    • 9.5.2. Mexico Digestion Resistant Maltodextrin Market
  • 9.6. Rest of The World Digestion Resistant Maltodextrin Market

Chapter 10. Competitive Intelligence

  • 10.1. Top Market Strategies
  • 10.2. Company Profiles
    • 10.2.1. Roquette Freres S.A.
      • 10.2.1.1. Key Information
      • 10.2.1.2. Overview
      • 10.2.1.3. Financial (Subject to Data Availability)
      • 10.2.1.4. Product Summary
      • 10.2.1.5. Recent Developments
    • 10.2.2. Ingredion Incorporated
    • 10.2.3. Tate & Lyle
    • 10.2.4. Grain Processing Corporation
    • 10.2.5. WGC Co., Ltd.
    • 10.2.6. Kraft Heinz Company
    • 10.2.7. Cargill Incorporated
    • 10.2.8. Archer Daniels Midland Company
    • 10.2.9. Baolingbao Biology Co.Ltd
    • 10.2.10. Tereos Syral S.A.S.

Chapter 11. Research Process

  • 11.1. Research Process
    • 11.1.1. Data Mining
    • 11.1.2. Analysis
    • 11.1.3. Market Estimation
    • 11.1.4. Validation
    • 11.1.5. Publishing
  • 11.2. Research Attributes
  • 11.3. Research Assumption