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1522772

全球陽極氧化鋁晶圓市場規模研究,按晶圓類型(6 吋、8 吋、12 吋等)、應用(消費性電子、製藥、工業、其他)和 2022-2032 年區域預測

Global Anodic Aluminum Oxide Wafer Market Size study, by Wafer Type (6 inch, 8 inch, 12 inch, Others), by Application (Consumer Electronics, Pharmaceuticals, Industrial, Others) and Regional Forecasts 2022-2032

出版日期: | 出版商: Bizwit Research & Consulting LLP | 英文 200 Pages | 商品交期: 2-3個工作天內

價格
簡介目錄

2023年全球陽極氧化鋁晶圓市場價值約為1.1372億美元,預計在2024-2032年預測期內將以超過22.81%的健康成長率成長。陽極氧化鋁(AAO)是一種自組織材料,具有透過鋁的電化學氧化形成的蜂窩狀結構。這個過程產生了高密度的均勻平行的奈米孔陣列,其直徑可以從低至5奈米到數百奈米精確控制,孔長從數十奈米到數百微米不等。由於其獨特的性能,AAO 晶圓在消費性電子、製藥和工業應用中得到了廣泛的應用。技術進步、對半導體技術的投資以及對智慧電子產品不斷成長的需求將進一步有助於2024-2032年預測期內全球陽極氧化鋁晶圓市場的成長。

全球陽極氧化鋁 (AAO) 晶圓市場在幾個關鍵因素的推動下,需求不斷增加。全球對消費性電子產品的需求大幅成長,包括智慧型手機、平板電腦、穿戴式裝置和其他電子設備。 AAO 晶圓在基於奈米技術的組件(例如感測器、微流體設備和奈米線)的生產中發揮著至關重要的作用,這些組件是這些電子產品的組成部分。此外,汽車、醫療保健、航空航太和電信等各行業也擴大採用半導體技術,推動了對 AAO 晶圓的需求。這些晶圓對於製造具有增強功能和小型化的高性能電子元件和設備至關重要。此外,奈米技術的進步以及對材料科學研發的日益關注正在推動 AAO 晶圓製造流程的創新,從而提高效率和性能特徵。隨著全球電子和半導體產業的不斷擴張,對AAO晶圓的需求預計將穩定成長,並支持全球不同產業的技術進步和應用。然而,與 AAO 相關的製造複雜性和環境問題可能會阻礙市場成長。

全球陽極氧化鋁晶圓市場的主要區域包括北美、歐洲、亞太地區、拉丁美洲以及中東和非洲。 2023 年,亞太地區將主導市場,預計將成為 2024-2032 年預測期內成長最快的地區。這種成長是由智慧電子產品需求的成長和製造業的成長所推動的。在三星和台積電等主要廠商的帶領下,該地區在全球半導體市場上佔據重要地位,進一步支持了市場擴張。受技術進步和半導體技術投資的推動,北美在 AAO 晶圓市場中佔有重要佔有率。該地區對半導體晶片和積體電路的廣泛接受,以及對工業機器人和先進國防設備的高投資,推動了市場的成長。

目錄

第 1 章:全球陽極氧化鋁晶圓市場執行摘要

  • 全球陽極氧化鋁晶圓市場規模及預測(2022-2032)
  • 區域概要
  • 分部摘要
    • 依晶圓類型
    • 按申請
  • 主要趨勢
  • 經濟衰退的影響
  • 分析師推薦與結論

第 2 章:全球陽極氧化鋁晶圓市場定義與研究假設

  • 研究目的
  • 市場定義
  • 研究假設
    • 包容與排除
    • 限制
    • 供給側分析
      • 可用性
      • 基礎設施
      • 監管環境
      • 市場競爭
      • 經濟可行性(消費者的角度)
    • 需求面分析
      • 監理框架
      • 技術進步
      • 環境考慮
      • 消費者意識和接受度
  • 估算方法
  • 研究涵蓋的年份
  • 貨幣兌換率

第 3 章:全球陽極氧化鋁晶圓市場動態

  • 市場促進因素
    • 消費性電子產品需求不斷成長
    • 半導體技術的採用不斷增加
    • AAO 應用的技術進步
  • 市場挑戰
    • AAO 晶圓製造的複雜性
    • 與 AAO 相關的環境問題
  • 市場機會
    • AAO 在汽車產業的應用日益廣泛
    • 亞太地區半導體產業的擴張
    • 開發基於 AAO 的新應用程式

第 4 章:全球陽極氧化鋁晶圓市場產業分析

  • 波特的五力模型
    • 供應商的議價能力
    • 買家的議價能力
    • 新進入者的威脅
    • 替代品的威脅
    • 競爭競爭
    • 波特五力模型的未來方法
    • 波特的五力影響分析
  • PESTEL分析
    • 政治的
    • 經濟
    • 社會的
    • 技術性
    • 環境的
    • 合法的
  • 頂級投資機會
  • 最佳制勝策略
  • 顛覆性趨勢
  • 產業專家視角
  • 分析師推薦與結論

第 5 章:2022-2032 年全球陽極氧化鋁晶圓市場規模及晶圓類型預測

  • 細分儀表板
  • 全球陽極氧化鋁晶圓市場:2022年及2032年晶圓類型收入趨勢分析
    • 6吋
    • 8寸
    • 12寸
    • 其他

第 6 章:2022-2032 年全球陽極氧化鋁晶圓市場規模及應用預測

  • 細分儀表板
  • 全球陽極氧化鋁晶圓市場:2022 年和 2032 年應用收入趨勢分析
    • 消費性電子產品
    • 藥品
    • 工業的
    • 其他

第 7 章:2022-2032 年全球陽極氧化鋁晶圓市場規模及按地區預測

  • 北美陽極氧化鋁晶圓市場
    • 美國陽極氧化鋁晶圓市場
      • 晶圓類型細分尺寸及預測,2022-2032 年
      • 2022-2032 年應用細分規模與預測
    • 加拿大陽極氧化鋁晶圓市場
      • 晶圓類型細分尺寸及預測,2022-2032 年
      • 2022-2032 年應用細分規模與預測
  • 歐洲陽極氧化鋁晶圓市場
    • 英國陽極氧化鋁晶圓市場
      • 晶圓類型細分尺寸及預測,2022-2032 年
      • 2022-2032 年應用細分規模與預測
    • 德國陽極氧化鋁晶圓市場
      • 晶圓類型細分尺寸及預測,2022-2032 年
      • 2022-2032 年應用細分規模與預測
    • 法國陽極氧化鋁晶圓市場
      • 晶圓類型細分尺寸及預測,2022-2032 年
      • 2022-2032 年應用細分規模與預測
    • 西班牙陽極氧化鋁晶圓市場
      • 晶圓類型細分尺寸及預測,2022-2032 年
      • 2022-2032 年應用細分規模與預測
    • 義大利陽極氧化鋁晶圓市場
      • 晶圓類型細分尺寸及預測,2022-2032 年
      • 2022-2032 年應用細分規模與預測
    • 歐洲其他地區陽極氧化鋁晶圓市場
      • 晶圓類型細分尺寸及預測,2022-2032 年
      • 2022-2032 年應用細分規模與預測
  • 亞太陽極氧化鋁晶圓市場
    • 中國陽極氧化鋁圓片市場
      • 晶圓類型細分尺寸及預測,2022-2032 年
      • 2022-2032 年應用細分規模與預測
    • 印度陽極氧化鋁晶圓市場
      • 晶圓類型細分尺寸及預測,2022-2032 年
      • 2022-2032 年應用細分規模與預測
    • 日本陽極氧化鋁晶圓市場
      • 晶圓類型細分尺寸及預測,2022-2032 年
      • 2022-2032 年應用細分規模與預測
    • 澳洲陽極氧化鋁晶圓市場
      • 晶圓類型細分尺寸及預測,2022-2032 年
      • 2022-2032 年應用細分規模與預測
    • 韓國陽極氧化鋁晶圓市場
      • 晶圓類型細分尺寸及預測,2022-2032 年
      • 2022-2032 年應用細分規模與預測
    • 亞太地區其他陽極氧化鋁晶圓市場
      • 晶圓類型細分尺寸及預測,2022-2032 年
      • 2022-2032 年應用細分規模與預測
  • 拉丁美洲陽極氧化鋁晶圓市場
    • 巴西陽極氧化鋁晶圓市場
      • 晶圓類型細分尺寸及預測,2022-2032 年
      • 2022-2032 年應用細分規模與預測
    • 墨西哥陽極氧化鋁晶圓市場
      • 晶圓類型細分尺寸及預測,2022-2032 年
      • 2022-2032 年應用細分規模與預測
    • 拉丁美洲其他地區陽極氧化鋁晶圓市場
      • 晶圓類型細分尺寸及預測,2022-2032 年
      • 2022-2032 年應用細分規模與預測
  • 中東和非洲陽極氧化鋁晶圓市場
    • 沙烏地阿拉伯陽極氧化鋁晶圓市場
      • 晶圓類型細分尺寸及預測,2022-2032 年
      • 2022-2032 年應用細分規模與預測
    • 南非陽極氧化鋁晶圓市場
      • 晶圓類型細分尺寸及預測,2022-2032 年
      • 2022-2032 年應用細分規模與預測
    • 中東和非洲其他地區陽極氧化鋁晶圓市場
      • 晶圓類型細分尺寸及預測,2022-2032 年
      • 2022-2032 年應用細分規模與預測

第 8 章:競爭情報

  • 重點企業SWOT分析
  • 頂級市場策略
  • 公司簡介
    • Bonnell Aluminium
      • 關鍵訊息
      • 概述
      • 財務(視數據可用性而定)
      • 產品概要
      • 市場策略
    • Dajcor Aluminum Ltd
      • 關鍵訊息
      • 概述
      • 財務(視數據可用性而定)
      • 產品概要
      • 市場策略
    • Monocrystal
      • 關鍵訊息
      • 概述
      • 財務(視數據可用性而定)
      • 產品概要
      • 市場策略
    • CoorsTek Inc.
    • Superior Metal Technologies, LLC
    • InRedox LLC
    • Alupco
    • Prevost
    • PAC-CLAD
    • Lorin Industries, Inc.

第 9 章:研究過程

  • 研究過程
    • 資料探勘
    • 分析
    • 市場預測
    • 驗證
    • 出版
  • 研究屬性
簡介目錄

Global Anodic Aluminum Oxide Wafer Market is valued approximately at USD 113.72 million in 2023 and is anticipated to grow with a healthy growth rate of more than 22.81% over the forecast period 2024-2032. Anodic aluminum oxide (AAO) is a self-organized material featuring a honeycomb-like structure formed through the electrochemical oxidation of aluminum. This process creates high-density arrays of uniform and parallel nanopores, with diameters that can be precisely controlled from as low as 5 nanometers to several hundred nanometers, and pore lengths ranging from tens of nanometers to hundreds of micrometers. AAO wafers have found extensive use in consumer electronics, pharmaceuticals, and industrial applications due to their unique properties. Technological advancements, investments in semiconductor technologies, and increasing demand for smart electronics are further help in growth of the Global Anodic Aluminum Oxide Wafer Market during the forecast period 2024-2032.

The Global Anodic Aluminum Oxide (AAO) Wafer Market is experiencing heightened demand driven by several key factors. There is a substantial increase in the demand for consumer electronics globally, including smartphones, tablets, wearables, and other electronic devices. AAO wafers play a crucial role in the production of nanotechnology-based components such as sensors, microfluidic devices, and nanowires, which are integral to these electronics. Furthermore, the rising adoption of semiconductor technology across various industries, including automotive, healthcare, aerospace, and telecommunications, is fueling the demand for AAO wafers. These wafers are essential for manufacturing high-performance electronic components and devices with enhanced functionalities and miniaturization. Moreover, advancements in nanotechnology and the increasing focus on research and development in materials science are driving innovation in AAO wafer manufacturing processes, leading to improved efficiency and performance characteristics. As the global electronics and semiconductor industries continue to expand, the demand for AAO wafers is expected to grow steadily, supporting technological advancements and applications across diverse sectors worldwide. However, complexities in manufacturing and environmental concerns related to AAO may hinder market growth.

The key region in the Global Anodic Aluminum Oxide Wafer Market includes North America, Europe, Asia Pacific, Latin America and Middle East & Africa. In 2023, Asia-Pacific dominate the market and expected to be the fastest-growing region during the forecast period 2024-2032. This grow is driven by the increasing demand for smart electronics and growth in manufacturing industries. The region's stronghold on the global semiconductor market, led by major players like Samsung and TSMC, further supports market expansion. North America holds a significant share of the AAO wafer market, driven by technological advancements and investments in semiconductor technologies. The region's wide acceptance of semiconductor chips and integrated circuits, along with high investment in industrial robotics and advanced defense equipment, propels market growth.

Major market players included in this report are:

  • Bonnell Aluminium
  • Dajcor Aluminum Ltd
  • Monocrystal
  • CoorsTek Inc.
  • Superior Metal Technologies, LLC
  • InRedox LLC
  • Alupco
  • Prevost
  • PAC-CLAD
  • Lorin Industries, Inc.

The detailed segments and sub-segment of the market are explained below:

By Wafer Type

  • 6 inch
  • 8 inch
  • 12 inch
  • Others

By Application

  • Consumer Electronics
  • Pharmaceuticals
  • Industrial
  • 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 Latin America
  • Middle East & Africa
  • Saudi Arabia
  • South Africa
  • RoMEA

Years considered for the study are as follows:

  • Historical year - 2022
  • Base year - 2023
  • Forecast period - 2024 to 2032

Key Takeaways:

  • Market Estimates & Forecast for 10 years from 2022 to 2032.
  • Annualized revenues and regional level analysis for each market segment.
  • Detailed analysis of geographical landscape with Country level analysis of major regions.
  • Competitive landscape with information on major players in the market.
  • Analysis of key business strategies and recommendations on future market approach.
  • Analysis of competitive structure of the market.
  • Demand side and supply side analysis of the market.

Table of Contents

Chapter 1. Global Anodic Aluminum Oxide Wafer Market Executive Summary

  • 1.1. Global Anodic Aluminum Oxide Wafer Market Size & Forecast (2022-2032)
  • 1.2. Regional Summary
  • 1.3. Segmental Summary
    • 1.3.1. By Wafer Type
    • 1.3.2. By Application
  • 1.4. Key Trends
  • 1.5. Recession Impact
  • 1.6. Analyst Recommendation & Conclusion

Chapter 2. Global Anodic Aluminum Oxide Wafer Market Definition and Research Assumptions

  • 2.1. Research Objective
  • 2.2. Market Definition
  • 2.3. Research Assumptions
    • 2.3.1. Inclusion & Exclusion
    • 2.3.2. Limitations
    • 2.3.3. Supply Side Analysis
      • 2.3.3.1. Availability
      • 2.3.3.2. Infrastructure
      • 2.3.3.3. Regulatory Environment
      • 2.3.3.4. Market Competition
      • 2.3.3.5. Economic Viability (Consumer's Perspective)
    • 2.3.4. Demand Side Analysis
      • 2.3.4.1. Regulatory frameworks
      • 2.3.4.2. Technological Advancements
      • 2.3.4.3. Environmental Considerations
      • 2.3.4.4. Consumer Awareness & Acceptance
  • 2.4. Estimation Methodology
  • 2.5. Years Considered for the Study
  • 2.6. Currency Conversion Rates

Chapter 3. Global Anodic Aluminum Oxide Wafer Market Dynamics

  • 3.1. Market Drivers
    • 3.1.1. Increasing demand for consumer electronics
    • 3.1.2. Rising adoption of semiconductor technology
    • 3.1.3. Technological advancements in AAO applications
  • 3.2. Market Challenges
    • 3.2.1. Complexities in manufacturing AAO wafers
    • 3.2.2. Environmental concerns related to AAO
  • 3.3. Market Opportunities
    • 3.3.1. Growing use of AAO in automotive industry
    • 3.3.2. Expansion of semiconductor industry in Asia-Pacific
    • 3.3.3. Development of new AAO-based applications

Chapter 4. Global Anodic Aluminum Oxide Wafer 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
    • 4.1.7. Porter's 5 Force Impact Analysis
  • 4.2. PESTEL Analysis
    • 4.2.1. Political
    • 4.2.2. Economical
    • 4.2.3. Social
    • 4.2.4. Technological
    • 4.2.5. Environmental
    • 4.2.6. Legal
  • 4.3. Top investment opportunity
  • 4.4. Top winning strategies
  • 4.5. Disruptive Trends
  • 4.6. Industry Expert Perspective
  • 4.7. Analyst Recommendation & Conclusion

Chapter 5. Global Anodic Aluminum Oxide Wafer Market Size & Forecasts by Wafer Type 2022-2032

  • 5.1. Segment Dashboard
  • 5.2. Global Anodic Aluminum Oxide Wafer Market: Wafer Type Revenue Trend Analysis, 2022 & 2032 (USD Million)
    • 5.2.1. 6 inch
    • 5.2.2. 8 inch
    • 5.2.3. 12 inch
    • 5.2.4. Others

Chapter 6. Global Anodic Aluminum Oxide Wafer Market Size & Forecasts by Application 2022-2032

  • 6.1. Segment Dashboard
  • 6.2. Global Anodic Aluminum Oxide Wafer Market: Application Revenue Trend Analysis, 2022 & 2032 (USD Million)
    • 6.2.1. Consumer Electronics
    • 6.2.2. Pharmaceuticals
    • 6.2.3. Industrial
    • 6.2.4. Others

Chapter 7. Global Anodic Aluminum Oxide Wafer Market Size & Forecasts by Region 2022-2032

  • 7.1. North America Anodic Aluminum Oxide Wafer Market
    • 7.1.1. U.S. Anodic Aluminum Oxide Wafer Market
      • 7.1.1.1. Wafer Type breakdown size & forecasts, 2022-2032
      • 7.1.1.2. Application breakdown size & forecasts, 2022-2032
    • 7.1.2. Canada Anodic Aluminum Oxide Wafer Market
      • 7.1.2.1. Wafer Type breakdown size & forecasts, 2022-2032
      • 7.1.2.2. Application breakdown size & forecasts, 2022-2032
  • 7.2. Europe Anodic Aluminum Oxide Wafer Market
    • 7.2.1. UK Anodic Aluminum Oxide Wafer Market
      • 7.2.1.1. Wafer Type breakdown size & forecasts, 2022-2032
      • 7.2.1.2. Application breakdown size & forecasts, 2022-2032
    • 7.2.2. Germany Anodic Aluminum Oxide Wafer Market
      • 7.2.2.1. Wafer Type breakdown size & forecasts, 2022-2032
      • 7.2.2.2. Application breakdown size & forecasts, 2022-2032
    • 7.2.3. France Anodic Aluminum Oxide Wafer Market
      • 7.2.3.1. Wafer Type breakdown size & forecasts, 2022-2032
      • 7.2.3.2. Application breakdown size & forecasts, 2022-2032
    • 7.2.4. Spain Anodic Aluminum Oxide Wafer Market
      • 7.2.4.1. Wafer Type breakdown size & forecasts, 2022-2032
      • 7.2.4.2. Application breakdown size & forecasts, 2022-2032
    • 7.2.5. Italy Anodic Aluminum Oxide Wafer Market
      • 7.2.5.1. Wafer Type breakdown size & forecasts, 2022-2032
      • 7.2.5.2. Application breakdown size & forecasts, 2022-2032
    • 7.2.6. Rest of Europe Anodic Aluminum Oxide Wafer Market
      • 7.2.6.1. Wafer Type breakdown size & forecasts, 2022-2032
      • 7.2.6.2. Application breakdown size & forecasts, 2022-2032
  • 7.3. Asia-Pacific Anodic Aluminum Oxide Wafer Market
    • 7.3.1. China Anodic Aluminum Oxide Wafer Market
      • 7.3.1.1. Wafer Type breakdown size & forecasts, 2022-2032
      • 7.3.1.2. Application breakdown size & forecasts, 2022-2032
    • 7.3.2. India Anodic Aluminum Oxide Wafer Market
      • 7.3.2.1. Wafer Type breakdown size & forecasts, 2022-2032
      • 7.3.2.2. Application breakdown size & forecasts, 2022-2032
    • 7.3.3. Japan Anodic Aluminum Oxide Wafer Market
      • 7.3.3.1. Wafer Type breakdown size & forecasts, 2022-2032
      • 7.3.3.2. Application breakdown size & forecasts, 2022-2032
    • 7.3.4. Australia Anodic Aluminum Oxide Wafer Market
      • 7.3.4.1. Wafer Type breakdown size & forecasts, 2022-2032
      • 7.3.4.2. Application breakdown size & forecasts, 2022-2032
    • 7.3.5. South Korea Anodic Aluminum Oxide Wafer Market
      • 7.3.5.1. Wafer Type breakdown size & forecasts, 2022-2032
      • 7.3.5.2. Application breakdown size & forecasts, 2022-2032
    • 7.3.6. Rest of Asia Pacific Anodic Aluminum Oxide Wafer Market
      • 7.3.6.1. Wafer Type breakdown size & forecasts, 2022-2032
      • 7.3.6.2. Application breakdown size & forecasts, 2022-2032
  • 7.4. Latin America Anodic Aluminum Oxide Wafer Market
    • 7.4.1. Brazil Anodic Aluminum Oxide Wafer Market
      • 7.4.1.1. Wafer Type breakdown size & forecasts, 2022-2032
      • 7.4.1.2. Application breakdown size & forecasts, 2022-2032
    • 7.4.2. Mexico Anodic Aluminum Oxide Wafer Market
      • 7.4.2.1. Wafer Type breakdown size & forecasts, 2022-2032
      • 7.4.2.2. Application breakdown size & forecasts, 2022-2032
    • 7.4.3. Rest of Latin America Anodic Aluminum Oxide Wafer Market
      • 7.4.3.1. Wafer Type breakdown size & forecasts, 2022-2032
      • 7.4.3.2. Application breakdown size & forecasts, 2022-2032
  • 7.5. Middle East & Africa Anodic Aluminum Oxide Wafer Market
    • 7.5.1. Saudi Arabia Anodic Aluminum Oxide Wafer Market
      • 7.5.1.1. Wafer Type breakdown size & forecasts, 2022-2032
      • 7.5.1.2. Application breakdown size & forecasts, 2022-2032
    • 7.5.2. South Africa Anodic Aluminum Oxide Wafer Market
      • 7.5.2.1. Wafer Type breakdown size & forecasts, 2022-2032
      • 7.5.2.2. Application breakdown size & forecasts, 2022-2032
    • 7.5.3. Rest of Middle East & Africa Anodic Aluminum Oxide Wafer Market
      • 7.5.3.1. Wafer Type breakdown size & forecasts, 2022-2032
      • 7.5.3.2. Application breakdown size & forecasts, 2022-2032

Chapter 8. Competitive Intelligence

  • 8.1. Key Company SWOT Analysis
  • 8.2. Top Market Strategies
  • 8.3. Company Profiles
    • 8.3.1. Bonnell Aluminium
      • 8.3.1.1. Key Information
      • 8.3.1.2. Overview
      • 8.3.1.3. Financial (Subject to Data Availability)
      • 8.3.1.4. Product Summary
      • 8.3.1.5. Market Strategies
    • 8.3.2. Dajcor Aluminum Ltd
      • 8.3.2.1. Key Information
      • 8.3.2.2. Overview
      • 8.3.2.3. Financial (Subject to Data Availability)
      • 8.3.2.4. Product Summary
      • 8.3.2.5. Market Strategies
    • 8.3.3. Monocrystal
      • 8.3.3.1. Key Information
      • 8.3.3.2. Overview
      • 8.3.3.3. Financial (Subject to Data Availability)
      • 8.3.3.4. Product Summary
      • 8.3.3.5. Market Strategies
    • 8.3.4. CoorsTek Inc.
    • 8.3.5. Superior Metal Technologies, LLC
    • 8.3.6. InRedox LLC
    • 8.3.7. Alupco
    • 8.3.8. Prevost
    • 8.3.9. PAC-CLAD
    • 8.3.10. Lorin Industries, Inc.

Chapter 9. Research Process

  • 9.1. Research Process
    • 9.1.1. Data Mining
    • 9.1.2. Analysis
    • 9.1.3. Market Estimation
    • 9.1.4. Validation
    • 9.1.5. Publishing
  • 9.2. Research Attributes