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市場調査レポート
商品コード
1736750

ナノシリカの世界市場規模:タイプ別、用途別、地域範囲別、予測

Global Nanosilica Market Size By Type (P-Type (Porous Particles), S-Type (Spherical particles)), By Application (Coating, Concrete, Rubber, Plastics), By Geographic Scope And Forecast


出版日
ページ情報
英文 202 Pages
納期
2~3営業日
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=144.76円
ナノシリカの世界市場規模:タイプ別、用途別、地域範囲別、予測
出版日: 2025年05月06日
発行: Verified Market Research
ページ情報: 英文 202 Pages
納期: 2~3営業日
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  • 概要
  • 目次
概要

ナノシリカの市場規模と予測

ナノシリカ市場規模は2024年に41億米ドルと評価され、2026~2032年にかけてCAGR 6.10%で成長し、2032年には65億8,000万米ドルに達すると予測されています。

ナノシリカ市場は、ナノシリカシステムを提供し、医療、電気・電子、化学製品、建築など様々なセグメントで商品を生産する企業(事業体、個人事業主、共同企業)で構成されています。ナノシリカはコンクリートのセメント骨材として人気が出てきています。ナノシリカはセメントの機械的特性や引張特性を向上させます。ゴム産業におけるナノシリカの供給の増加やコーティング部門からの要求は、検討中の需要を促進する重要な要因です。この調査レポートは、ナノシリカの世界市場を総合的に評価・分析しています。主要セグメント、動向、市場促進要因、抑制要因、競合情勢、市場で重要な役割を果たしている要因などを包括的に分析しています。

世界のナノシリカ市場の定義

二酸化ケイ素(SiO2)ナノ粒子は、シリカナノ粒子またはナノシリカとも呼ばれ、最も一般的なケイ素化学品であり、地殻の重要なコンポーネントです。ケイ素-酸素物質とは二酸化ケイ素のことです。ナノ粒子は、接着剤やシーラント、セメントやコンクリート、生物医療、医薬品、塗料やワニス、染料、農業生産、食品などの幅広い産業で使用されています。ナノ粒子とナノ粒子の集合体の両方を含むナノタイプのシリカは、ナノシリカと呼ばれています。ナノSiO2は、高純度のアモルファス粉末からなるふくらんだ白い粉末です。ナノシリカは、高表面積、強力な表面吸着、大きな表面エネルギー、強い化学的純度、微細な粒子サイズのため優れた分散性を持っています。シリカはゾル-ゲル法によって製造されます。

ゾル-ゲル法では、シリカモノマーがコロイド粒子に凝集します。これらの粒子は合体して凝集体を生成します。アモルファスと結晶性ナノシリカの毒性に関する最新のin vitroとin vivoの研究があります。in vivoの研究では、肺の炎症、肉芽腫性、局所性肺気腫はすべて完全に可逆的であり、徐々に肺線維症になることはないです。世界のナノシリカ市場は、P型(多孔質粒子)とS型(球状粒子)に分類されます。S型ナノシリカはP型ナノシリカよりも表面積が小さく、紫外線反射率が低いです。粘度や引火を最小限に抑え、流動性を高めるため、エレクトロニクス、接着剤、ワニスなどの技術革新に使用されています。

その分散性から、大手企業はP型ナノシリカを使用して、多くの樹脂用途の高製品フィラー材料を製造しています。ナノシリカは、ヘルスケアや医療、食事、ポリマー、セメント、電子部品、美容製品、農業、石膏、電池パック、その他多くの用途で一般的に使用されています。ゴムやプラスチックの補助材として、コンクリートやその他の建設用複合材料の強化充填材として、また、ドラッグデリバリーやバイオイメージングにおける生物医療的応用のための無毒性チャネルとして使用され、検出、治療デリバリー、追跡、補助療法、治療標的として設計されています。

ナノシリカの世界市場概要

ゴム産業におけるナノシリカの供給増加、コーティング部門からの要求は、検討中の需要を促進する重要な要因です。ナノ肥料に対する農業需要は、成長市場にとって有利な地位を築くことが予想されます。ナノ肥料は安価で入手しやすいです。ゴムとコンクリートの適用は信じられないほど一般的になりました。環境とサステイナブルエネルギー心配は生じた。ナノシリカは、化粧品、プリンター洗浄剤、食品添加物に使用されるバルクのナノ材料です。

ナノシリカは軽量で長持ちする物質を提供し、ナノシリカ世界市場の成長拡大につながる開発で使用されます。特に中国、インド、米国などの新興経済諸国における研究開発の発展は、予測期間中のナノシリカの世界的成長を促進する主要因となっています。COVID-19のパンデミックは多くの国々で支障をきたしています。ロックダウン、取引業務の制限、工場の操業停止を含む数多くの予防方法がナノシリカ産業に悪影響を及ぼしています。

大きな技術的コストと専門的能力の欠如が、市場セグメントを阻害すると予想されます。さらに、新興経済諸国における不平等な供給は市場の成長を低下させます。シリカガスの有害な影響は、予測期間におけるナノシリカ市場の開拓を妨げると予想されます。ナノコーティングに使用されるナノシリカの需要が増加するにつれて、世界のナノシリカ市場は大きな成長につながります。産業と医療におけるナノ粒子の使用は、過去20年間で急速に増加しています。ワクチンの成長におけるRNA/DNA送達方法におけるナノシリカの使用の増加は、予測期間を通じてナノシリカ市場に市場機会を提供すると期待されています。

目次

第1章 世界のナノシリカ市場の導入

  • 市場の定義
  • 市場セグメンテーション
  • 調査スケジュール
  • 前提条件
  • 制限事項

第2章 VERIFIED MARKET RESEARCHの調査手法

  • データマイニング
  • データの三角測量
  • ボトムアップアプローチ
  • トップダウンアプローチ
  • 調査の流れ
  • 産業専門家による主要な洞察
  • データソース

第3章 エグゼクティブサマリー

  • 市場概要
  • エコロジーのマッピング
  • 絶対的収益機会
  • 市場の魅力
  • ナノシリカの世界市場地域別分析
  • ナノシリカの世界市場:タイプ別(100万米ドル)
  • ナノシリカの世界市場:用途別(100万米ドル)
  • 今後の市場機会
  • 世界市場内訳
  • 製品ライフライン

第4章 ナノシリカの世界市場展望

  • 世界のナノシリカの進化
  • 促進要因
    • 促進要因1
    • 促進要因2
  • 抑制要因
    • 抑制要因1
    • 抑制要因2
  • 機会
    • 機会1
    • 機会2
  • ポーターのファイブフォースモデル
  • バリューチェーン分析
  • 価格分析
  • マクロ経済分析

第5章 ナノシリカの世界市場:タイプ別

  • 概要
  • P型(多孔質粒子)
  • S型(球状粒子)
  • その他

第6章 ナノシリカの世界市場:用途別

  • 概要
  • コーティング
  • コンクリート
  • ゴム
  • プラスチック
  • エレクトロニクス
  • 農業
  • ヘルスケア
  • その他

第7章 ナノシリカの世界市場、地域別

  • 概要
  • 北米
    • 米国
    • カナダ
    • メキシコ
  • 欧州
    • ドイツ
    • 英国
    • フランス
    • イタリア
    • スペイン
    • その他の欧州
  • アジア太平洋
    • 中国
    • 日本
    • インド
    • その他のアジア太平洋
  • ラテンアメリカ
    • ブラジル
    • アルゼンチン
    • その他のラテンアメリカ
  • 中東・アフリカ
    • アラブ首長国連邦
    • サウジアラビア
    • 南アフリカ
    • その他の中東・アフリカ

第8章 世界のナノシリカ市場の競合情勢

  • 概要
  • 各社の市場ランキング
  • 企業の地域フットプリント
  • 企業の産業フットプリント
  • ACEマトリックス

第9章 企業プロファイル

  • Akzo Nobel N.V.
  • Wacker Chemie AG
  • Normet
  • Nanoshel LLC
  • Nanostructured & Amorphous Materials
  • US Research Nanomaterials
  • Dow Corning Corporation
  • Evonik Industries
  • Cabot Corporation
  • Nanosil(Asia Pacific)Sdn
  • Fuso Chemical Co. Ltd.
  • Nano Pore Incorporated.

第10章 主要開発

  • 製品の上市/開発
  • 合併と買収
  • 事業拡大
  • パートナーシップと提携

第11章 VERIFIED MARKET INTELLIGENCE

  • VERIFIED MARKET INTELLIGENCEについて
  • ダイナミックデータの可視化
目次
Product Code: 40634

Nanosilica Market Size And Forecast

Nanosilica Market size was valued at USD 4.1 Billion in 2024 and is projected to reach USD 6.58 Billion by 2032, growing at a CAGR of 6.10% during the forecast period 2026-2032.

The Nanosilica Market is composed of companies (entities, sole proprietorships, and collaborations) that offer Nano silica systems and produce goods in a variety of areas, such as medical, electrical & electronics, chemical products, construction, and others. Nano silica is getting popular as a favorable cementitious aggregate in concrete. Nano silica has the opportunity to boost the mechanical as well as tensile properties of cement. The increased supply of Nano-silica in the rubber industry, as well as requirements from the coatings section, are significant factors driving the demand under consideration. The Global Nanosilica Market report provides a holistic evaluation of the market. The report offers a comprehensive analysis of key segments, trends, drivers, restraints, competitive landscape, and factors that are playing a substantial role in the market.

Global Nanosilica Market Definition

Silicon dioxide (SiO2) nanoparticles, also identified as silica nanoparticles or Nano-silica, are the most prevalent silicon chemical and a substantial constituent of the earth's crust. A silicon-oxygen substance is silicon dioxide. Nanoparticles are used in a wide range of industries, such as adhesives and sealants, cement and concrete, biomedical, pharmaceutical drugs, paints and varnishes, dyes, agricultural production, and food. The Nano type of silica, which contains both nanoparticles as well as aggregates of nanoparticles, is termed Nano-silica. Nano-SiO2 is a puffy white powder consisting of high-purity amorphous powder. Nano-SiO2 had a high surface area, potent surface adsorption, large surface energy, strong chemical purity, and better dispersion because of its fine particle size. Silica is produced by the sol-gel process.

In the sol-gel process, silica monomers are enabled to consolidate into colloidal particles. These particles merge to produce aggregates. The most recent in vitro and in vivo studies on the toxicity of amorphous and crystalline Nano-silica. In vivo, studies indicate that lung inflammation, granulomatous, and focal emphysema are all fully reversible, with no gradual lung fibrosis. The Global Nanosilica Market is classified as P-Type (Porous Particles) and S-Type (Spherical Particles). S-type Nano-silica has a smaller surface area and reduced ultraviolet reflectivity than P-type Nano-silica. Since it minimizes viscosity, and flash, as well as multiplies fluidity, it is used in the innovation of electronics, adhesives, and varnishes.

Because of its dispersity, major corporations are using P-type nano-silica to create high-product filler material for numerous resin uses. Nano silica is commonly used in several applications including healthcare and medicine, meals, polymers, cement, electronic parts, beauty products, agriculture, gypsum, battery packs, and many others. Is used as a supplement for rubber and plastics, as an enhancing filler for concrete and other construction composite materials, and as a non-toxic channel for biomedical applications in drug delivery, and bioimaging, designed to detect, therapeutic delivery, tracking, adjuvant therapies, and therapeutic targets.

Global Nanosilica Market Overview

The increased supply for Nano-silica in the rubber industry, as well as requirement from the coatings section, are significant factors driving the demand under consideration. Agricultural demand for Nano-fertilizers is anticipated to build a slew of lucrative positions for the growing market. They're cheap and readily available. Rubber and concrete applications have become incredibly common. Environmental and sustainable energy concerns have arisen. Nano silica is a nanomaterial that is bulk for use in cosmetic products, printer cleansers, and food additives.

Nano silica provides lightweight and long-lasting substances to be used in development leading to an increase in the growth of the Global Nanosilica Market. Rising R&D developments, especially in major economies like China, India, the United States, and many others, have been a key factor driving global growth for Nano Silica during the forecast period. The COVID-19 pandemic has hindered a large number of countries. Numerous prevention methods, including lockdowns, restriction of trading operations, and factory shutdowns, are negatively affecting the Nano-silica industry.

Major technological costs and a lack of professional competency are likely to inhibit the market segment is anticipated. Moreover, unequal provision in developing economies reduces market growth. The harmful effects of silica fumes are anticipated to hinder the development of the Nanosilica Market in the forecast period. The Global Nanosilica Market leads to significant growth as demand for Nano-silica used in Nanocoatings increases. The use of nanoparticles in industrial and medical has rapidly increased over the last two decades. The rising use of Nano silica in RNA/DNA delivery methods in vaccine growth is expected to provide market opportunities for the Nanosilica Market throughout the forecast period.

Global Nanosilica Market Segmentation Analysis

The Global Nanosilica Market is segmented on the basis of Type, Application, And Geography.

Nanosilica Market, By Type

  • P-type (Porous particles)
  • S-type (Spherical particles)
  • Others

Based on Type, The market is segmented into P-type (Porous particles), S-type (Spherical particles), and Others. P-Type has the largest segment of the Global Nanosilica Market globally because of the pervasive use of p-type Nano silica in a wide range of applications such as elastomers, concrete, and surface coating. S-type Nano silica is less costly than p-type Nano silica. However, the use of p-type Nano silica is increasing significantly, potentially arising from its eligibility and use in automobile rubbers and plastic products.

Nanosilica Market, By Application

  • Coating
  • Concrete
  • Rubber
  • Plastics
  • Electronics
  • Agriculture
  • Healthcare
  • Others

Based on Application, The market is segmented into Coating, Concrete, Rubber, Plastics, Electronics, Agriculture, Healthcare, and Others. Rubber has the highest segment of the Nanosilica over the forecast period because of the growing usage of reinforced rubber and other rubber applications including automotive parts and wheels around the world. Enhanced use of Nano-silica as an additive in various types of rubbers such as natural rubber, ethylene propylene diene monomer (EPDM), styrene-butadiene rubber (SBR), and silicone rubber.

Nanosilica Market, By Geography

  • North America
  • Europe
  • Asia Pacific
  • Latin America
  • Middle East & Africa
  • On the basis of Geography, The Global Nanosilica Market is classified into North America, Europe, Asia Pacific, Latin America, and Middle East & Africa. Asia-Pacific has the highest segment of the Global Nano Silica over the forecast period because of growing industrial development in China, India, and Japan in a variety of application industries including coatings, plastic, agricultural production, food, concrete, healthcare & pharmaceutics, and many others. especially in China's concrete with rapidly increasing infrastructural activities, China is among the leading Nano-silica users.

Key Players

The "Global Nanosilica Market" study report will provide valuable insight with an emphasis on the global market including some of the major players such as Akzo Nobel N.V., Wacker Chemie AG, Normet, Nanoshel LLC, Nanostructured & Amorphous Materials, US Research Nanomaterials, Dow Corning Corporation, Evonik Industries, Cabot Corporation, Nanosil (Asia Pacific) Sdn, Fuso Chemical Co., Ltd., and Nano Pore Incorporated.

Our market analysis also entails a section solely dedicated to such major players wherein our analysts provide an insight into the financial statements of all the major players, along with its product benchmarking and SWOT analysis. The competitive landscape section also includes key development strategies, market share, and market ranking analysis of the above-mentioned players globally.

Key Developments

  • In January 2019, PolyOne Corporation, a global manufacturer of polymer materials, has been announced to acquire the Claiant shading professional cluster business.
  • In July 2019, AkzoNobel has acquired Mapaero to build its foundation in Coating Industry globally.
  • Ace Matrix Analysis
  • The Ace Matrix provided in the report would help to understand how the major key players involved in this industry are performing as we provide a ranking for these companies based on various factors such as service features & innovations, scalability, innovation of services, industry coverage, industry reach, and growth roadmap. Based on these factors, we rank the companies into four categories as Active, Cutting Edge, Emerging, and Innovators.
  • Market Attractiveness
  • The image of market attractiveness provided would further help to get information about the region that is majorly leading in the Global Nanosilica Market. We cover the major impacting factors that are responsible for driving the industry growth in the given region.
  • Porter's Five Forces
  • The image provided would further help to get information about Porter's five forces framework providing a blueprint for understanding the behavior of competitors and a player's strategic positioning in the respective industry. Porter's five forces model can be used to assess the competitive landscape in the Global Nanosilica Market, gauge the attractiveness of a certain sector, and assess investment possibilities.

TABLE OF CONTENTS

1 INTRODUCTION OF THE GLOBAL NANOSILICA MARKET

  • 1.1 Market Definition
  • 1.2 Market Segmentation
  • 1.3 Research Timelines
  • 1.4 Assumptions
  • 1.5 Limitations

2 RESEARCH METHODOLOGY OF VERIFIED MARKET RESEARCH

  • 2.1 Data Mining
  • 2.2 Data Triangulation
  • 2.3 Bottom-Up Approach
  • 2.4 Top-Down Approach
  • 2.5 Research Flow
  • 2.6 Key Insights from Industry Experts
  • 2.7 Data Sources

3 EXECUTIVE SUMMARY

  • 3.1 Market Overview
  • 3.2 Ecology Mapping
  • 3.3 Absolute Market Opportunity
  • 3.4 Market Attractiveness
  • 3.5 Global Nanosilica Market Geographical Analysis (CAGR %)
  • 3.6 Global Nanosilica Market, By Type (USD Million)
  • 3.7 Global Nanosilica Market, By Application (USD Million)
  • 3.8 Future Market Opportunities
  • 3.9 Global Market Split
  • 3.10 Product Life Line

4 GLOBAL NANOSILICA MARKET OUTLOOK

  • 4.1 Global Nanosilica Evolution
  • 4.2 Drivers
    • 4.2.1 Driver1
    • 4.2.2 Driver 2
  • 4.3 Restraints
    • 4.3.1 Restraint1
    • 4.3.2 Restraint 2
  • 4.4 Opportunities
    • 4.4.1 Opportunity1
    • 4.4.2 Opportunity 2
  • 4.5 Porters Five Force Model
  • 4.6 Value Chain Analysis
  • 4.7 Pricing Analysis
  • 4.8 Macroeconomic Analysis

5 GLOBAL NANOSILICA MARKET, BY TYPE

  • 5.1 Overview
  • 5.2 P-type (Porous particles)
  • 5.3 S-type (Spherical particles)
  • 5.4 Others

6 GLOBAL NANOSILICA MARKET, BY APPLICATION

  • 6.1 Overview
  • 6.2 Coating
  • 6.3 Concrete
  • 6.4 Rubber
  • 6.5 Plastics
  • 6.6 Electronics
  • 6.7 Agriculture
  • 6.8 Healthcare
  • 6.9 Others

7 GLOBAL NANOSILICA MARKET, BY GEOGRAPHY

  • 7.1 Overview
  • 7.2 North America
    • 7.2.1 U.S.
    • 7.2.2 Canada
    • 7.2.3 Mexico
  • 7.3 Europe
    • 7.3.1 Germany
    • 7.3.2 U.K.
    • 7.3.3 France
    • 7.3.4 Italy
    • 7.3.5 Spain
    • 7.3.6 Rest of Europe
  • 7.4 Asia Pacific
    • 7.4.1 China
    • 7.4.2 Japan
    • 7.4.3 India
    • 7.4.4 Rest of Asia Pacific
  • 7.5 Latin America
    • 7.5.1 Brazil
    • 7.5.2 Argentina
    • 7.5.3 Rest of Latin America
  • 7.6 Middle-East and Africa
    • 7.6.1 UAE
    • 7.6.2 Saudi Arabia
    • 7.6.3 South Africa
    • 7.6.4 Rest of Middle-East and Africa

8 GLOBAL NANOSILICA MARKET COMPETITIVE LANDSCAPE

  • 8.1 Overview
  • 8.2 Company Market Ranking
  • 8.3 Key Developments
  • 8.4 Company Regional Footprint
  • 8.5 Company Industry Footprint
  • 8.6 ACE Matrix

9 COMPANY PROFILES

  • 9.1 Akzo Nobel N.V.
    • 9.1.1 Company Overview
    • 9.1.2 Company Insights
    • 9.1.3 Product Benchmarking
    • 9.1.4 Key Developments
    • 9.1.5 Winning Imperatives
    • 9.1.6 Current Focus & Strategies
    • 9.1.7 Threat from Competition
    • 9.1.8 SWOT Analysis
  • 9.2 Wacker Chemie AG
    • 9.2.1 Company Overview
    • 9.2.2 Company Insights
    • 9.2.3 Product Benchmarking
    • 9.2.4 Key Developments
    • 9.2.5 Winning Imperatives
    • 9.2.6 Current Focus & Strategies
    • 9.2.7 Threat from Competition
    • 9.2.8 SWOT Analysis
  • 9.3 Normet
    • 9.3.1 Company Overview
    • 9.3.2 Company Insights
    • 9.3.3 Product Benchmarking
    • 9.3.4 Key Developments
    • 9.3.5 Winning Imperatives
    • 9.3.6 Current Focus & Strategies
    • 9.3.7 Threat from Competition
    • 9.3.8 SWOT Analysis
  • 9.4 Nanoshel LLC
    • 9.4.1 Company Overview
    • 9.4.2 Company Insights
    • 9.4.3 Product Benchmarking
    • 9.4.4 Key Developments
    • 9.4.5 Winning Imperatives
    • 9.4.6 Current Focus & Strategies
    • 9.4.7 Threat from Competition
    • 9.4.8 SWOT Analysis
  • 9.5 Nanostructured & Amorphous Materials
    • 9.5.1 Company Overview
    • 9.5.2 Company Insights
    • 9.5.3 Product Benchmarking
    • 9.5.4 Key Developments
    • 9.5.5 Winning Imperatives
    • 9.5.6 Current Focus & Strategies
    • 9.5.7 Threat from Competition
    • 9.5.8 SWOT Analysis
  • 9.6 US Research Nanomaterials
    • 9.6.1 Company Overview
    • 9.6.2 Company Insights
    • 9.6.3 Product Benchmarking
    • 9.6.4 Key Developments
    • 9.6.5 Winning Imperatives
    • 9.6.6 Current Focus & Strategies
    • 9.6.7 Threat from Competition
    • 9.6.8 SWOT Analysis
  • 9.7 Dow Corning Corporation
    • 9.7.1 Company Overview
    • 9.7.2 Company Insights
    • 9.7.3 Product Benchmarking
    • 9.7.4 Key Developments
    • 9.7.5 Winning Imperatives
    • 9.7.6 Current Focus & Strategies
    • 9.7.7 Threat from Competition
    • 9.7.8 SWOT Analysis
  • 9.8 Evonik Industries
    • 9.8.1 Company Overview
    • 9.8.2 Company Insights
    • 9.8.3 Product Benchmarking
    • 9.8.4 Key Developments
    • 9.8.5 Winning Imperatives
    • 9.8.6 Current Focus & Strategies
    • 9.8.7 Threat from Competition
    • 9.8.8 SWOT Analysis
  • 9.9 Cabot Corporation
    • 9.9.1 Company Overview
    • 9.9.2 Company Insights
    • 9.9.3 Product Benchmarking
    • 9.9.4 Key Developments
    • 9.9.5 Winning Imperatives
    • 9.9.6 Current Focus & Strategies
    • 9.9.7 Threat from Competition
    • 9.9.8 SWOT Analysis
  • 9.10 Nanosil (Asia Pacific) Sdn
    • 9.10.1 Company Overview
    • 9.10.2 Company Insights
    • 9.10.3 Product Benchmarking
    • 9.10.4 Key Developments
    • 9.10.5 Winning Imperatives
    • 9.10.6 Current Focus & Strategies
    • 9.10.7 Threat from Competition
    • 9.10.8 SWOT Analysis
  • 9.11 Fuso Chemical Co. Ltd.
    • 9.11.1 Company Overview
    • 9.11.2 Company Insights
    • 9.11.3 Product Benchmarking
    • 9.11.4 Key Developments
    • 9.11.5 Winning Imperatives
    • 9.11.6 Current Focus & Strategies
    • 9.11.7 Threat from Competition
    • 9.11.8 SWOT Analysis
  • 9.12 Nano Pore Incorporated.
    • 9.12.1 Company Overview
    • 9.12.2 Company Insights
    • 9.12.3 Product Benchmarking
    • 9.12.4 Key Developments
    • 9.12.5 Winning Imperatives
    • 9.12.6 Current Focus & Strategies
    • 9.12.7 Threat from Competition
    • 9.12.8 SWOT Analysis

10 KEY DEVELOPMENTS

  • 10.1 Product Launches/Developments
  • 10.2 Mergers and Acquisitions
  • 10.3 Business Expansions
  • 10.4 Partnerships and Collaborations

11 VERIFIED MARKET INTELLIGENCE

  • 11.1 About Verified Market Intelligence
  • 11.2 Dynamic Data Visualization