Key Insights
The North American titanium dioxide (TiO2) market, valued at approximately $2.5 billion in 2025, is projected to experience steady growth, driven primarily by the robust construction and automotive sectors. The region's strong economic performance and increasing demand for high-quality paints and coatings, plastic products, and paper contribute significantly to the market's expansion. A rising focus on aesthetics and durability in various applications fuels demand for TiO2's superior brightening and opacifying properties. The paints and coatings segment holds the largest market share, benefiting from the resurgence in infrastructure development and residential construction projects. Growth in the plastics segment is fuelled by expanding packaging and consumer goods industries, while the pulp and paper sector’s demand remains stable. However, environmental concerns related to TiO2 production and its potential health effects are acting as a restraint, prompting manufacturers to adopt sustainable practices and explore alternative pigments. The competitive landscape is dominated by both multinational corporations and regional players, with a focus on innovation and cost optimization strategies to maintain their market position. Furthermore, the increasing adoption of nanotechnology-based TiO2 in specialized applications presents lucrative opportunities for future growth.
Looking ahead to 2033, the North American TiO2 market is forecast to achieve a compound annual growth rate (CAGR) of 3.61%, reaching an estimated value of approximately $3.8 billion. This growth will be fueled by technological advancements leading to improved TiO2 grades, coupled with increasing demand from emerging applications like self-cleaning surfaces and sunscreens. The continued emphasis on sustainable manufacturing and responsible sourcing is expected to shape the market's evolution. Stringent environmental regulations, particularly regarding emissions and waste management, will drive investments in cleaner production processes. Furthermore, collaboration between manufacturers and end-users to develop more sustainable TiO2 applications will be pivotal in ensuring the market's long-term growth. Competitive dynamics will remain intense, with companies focusing on technological advancements, mergers and acquisitions, and efficient supply chain management to strengthen their market positions.

North America Titanium Dioxide Market: A Comprehensive Report (2019-2033)
This in-depth report provides a comprehensive analysis of the North America Titanium Dioxide market, offering invaluable insights for industry professionals, investors, and strategic decision-makers. Covering the period from 2019 to 2033, with a base year of 2025 and a forecast period of 2025-2033, this report delivers actionable intelligence on market dynamics, growth drivers, challenges, and emerging opportunities. The study meticulously segments the market by grade (Rutile, Anatase) and application (Paints and Coatings, Plastics, Pulp and Paper, Cosmetics, Other Applications), providing a granular understanding of market size, growth projections, and competitive landscapes.
North America Titanium Dioxide Market Structure & Innovation Trends
This section analyzes the competitive landscape of the North American Titanium Dioxide market, examining market concentration, innovation drivers, regulatory frameworks, and M&A activities. We delve into the market share held by key players such as Venator Materials PLC, TAYCA, ILUKA RESOURCES LIMITED, The Chemours Company, Kronos Worldwide Inc, INEOS, Evonik Industries AG, LB Group, Tronox Holdings plc, Splendor Titanium Inc, and The Kish Company Inc. The report also assesses the impact of mergers and acquisitions, providing insights into deal values and their influence on market dynamics. Furthermore, the analysis includes a detailed examination of product substitutes, end-user demographics, and the regulatory landscape shaping the industry's future. Specific metrics, including market share percentages and aggregated M&A deal values (in Millions), are presented to illustrate market concentration and strategic activities. The analysis extends to exploring innovation drivers, such as advancements in TiO2 production technologies and the development of new pigment grades tailored for specific applications like cosmetics and high-performance coatings.

North America Titanium Dioxide Market Dynamics & Trends
This section explores the key market dynamics and trends influencing the North American Titanium Dioxide market. We analyze market growth drivers, including increasing demand from key end-use sectors (Paints & Coatings, Plastics, etc.), technological advancements in TiO2 production, and evolving consumer preferences for sustainable and high-performance products. The impact of technological disruptions, such as the adoption of advanced manufacturing techniques and the development of innovative TiO2 grades, is examined in detail. The competitive dynamics, including pricing strategies, product differentiation, and market penetration rates of major players, are also analyzed. Furthermore, the report provides quantified data on market growth, expressed as the Compound Annual Growth Rate (CAGR) and market penetration figures for different segments during the study period.

Dominant Regions & Segments in North America Titanium Dioxide Market
This section identifies the leading regions and segments within the North American Titanium Dioxide market. A detailed analysis is conducted for each grade (Rutile and Anatase) and application segment (Paints and Coatings, Plastics, Pulp and Paper, Cosmetics, and Other Applications). The dominance of specific regions or countries is analyzed, considering factors such as economic policies, infrastructure development, and industry-specific regulations. Key drivers of segment dominance are highlighted using bullet points, including:
- Paints and Coatings: Strong demand driven by construction and infrastructure projects.
- Plastics: Growth fueled by increasing demand for durable and aesthetically pleasing plastic products.
- Pulp and Paper: Demand linked to the production of high-quality papers and packaging materials.
- Cosmetics: Demand driven by the popularity of high-end beauty products and increased focus on pigmentation.
- Other Applications: Growth driven by diverse applications in leather, textiles, pharmaceuticals, and food colorants.
The analysis includes a comprehensive evaluation of market size and growth projections for each segment, supported by insightful paragraphs that offer in-depth explanations of the observed dominance.
North America Titanium Dioxide Market Product Innovations
This section summarizes recent product developments in the North American Titanium Dioxide market, highlighting technological advancements and their impact on market competitiveness. It focuses on the launch of new TiO2 grades, such as the Ti-Pure Sustainability (TS) series by Chemours and the HOMBITAN AC3012 pigment by Venator, designed for high-end cosmetic applications. The report analyzes the competitive advantages offered by these innovations and their overall market fit. Emphasis is placed on technological trends shaping the market, such as the development of more sustainable and efficient TiO2 production processes.
Report Scope & Segmentation Analysis
This report comprehensively segments the North America Titanium Dioxide market by grade (Rutile and Anatase) and application (Paints and Coatings, Plastics, Pulp and Paper, Cosmetics, Other Applications). Each segment is analyzed individually, providing detailed information on market size, growth projections, and competitive dynamics. Specific information is provided regarding growth projections for each segment. For example, the Paints and Coatings segment is expected to exhibit a xx Million growth, driven by [specific reasons]. The Plastics segment is projected to grow by xx Million, owing to [reasons]. Similar analysis is given for Pulp and Paper, Cosmetics, and Other Applications segments.
Key Drivers of North America Titanium Dioxide Market Growth
Key growth drivers of the North American Titanium Dioxide market include:
- Rising demand from key end-use sectors: Construction, automotive, and packaging industries are major consumers of TiO2.
- Technological advancements: Improvements in TiO2 production processes and the development of novel grades are driving growth.
- Favorable economic conditions: Growth in GDP and infrastructure spending positively impact market demand.
- Government regulations: Policies promoting sustainable materials can drive the adoption of TiO2 in environmentally friendly applications.
Challenges in the North America Titanium Dioxide Market Sector
The North America Titanium Dioxide market faces several challenges, including:
- Fluctuations in raw material prices: The cost of raw materials significantly impacts production costs and profitability.
- Stringent environmental regulations: Compliance with environmental regulations adds to production costs.
- Intense competition: The market is characterized by a high level of competition among major players.
- Supply chain disruptions: Global events can cause supply chain disruptions, affecting TiO2 availability and pricing. These disruptions caused a xx Million loss to the market during the historical period.
Emerging Opportunities in North America Titanium Dioxide Market
Emerging opportunities in the North American Titanium Dioxide market include:
- Growing demand for sustainable TiO2: Consumers and industries are increasingly seeking eco-friendly alternatives.
- Development of new applications: TiO2 is finding applications in new sectors such as electronics and renewable energy.
- Expansion into emerging markets: Growth opportunities exist in less developed regions of North America.
- Technological innovations: The development of advanced TiO2 grades with enhanced properties presents opportunities for market expansion.
Leading Players in the North America Titanium Dioxide Market Market
- Venator Materials PLC
- TAYCA
- ILUKA RESOURCES LIMITED
- The Chemours Company
- Kronos Worldwide Inc
- INEOS
- Evonik Industries AG
- LB Group
- Tronox Holdings plc
- Splendor Titanium Inc
- The Kish Company Inc
Key Developments in North America Titanium Dioxide Market Industry
- December 2022: Chemours launched the Ti-Pure Sustainability (TS) series, a new portfolio of high-performance TiO2 grades. This launch significantly improved the market's sustainability profile and opened new application possibilities.
- March 2022: Venator developed HOMBITAN AC3012, a new amphiphilic TiO2 grade for high-end cosmetics, strengthening its position in the specialty pigments segment. This directly impacted the cosmetics segment with a xx Million increase in sales.
Future Outlook for North America Titanium Dioxide Market Market
The future of the North America Titanium Dioxide market looks promising, driven by continued growth in key end-use sectors, technological advancements, and the increasing demand for sustainable materials. The market is poised for significant expansion, with opportunities for innovation and expansion into new applications. Strategic partnerships and investments in research and development will play a crucial role in shaping the market's future trajectory. The market is projected to reach xx Million by 2033, indicating substantial growth potential.
North America Titanium Dioxide Market Segmentation
-
1. Grade
- 1.1. Rutile
- 1.2. Anatase
-
2. Application
- 2.1. Paints and Coatings
- 2.2. Plastics
- 2.3. Pulp and Paper
- 2.4. Cosmetics
- 2.5. Other Ap
-
3. Geography
- 3.1. United States
- 3.2. Canada
- 3.3. Mexico
North America Titanium Dioxide Market Segmentation By Geography
- 1. United States
- 2. Canada
- 3. Mexico

North America Titanium Dioxide Market REPORT HIGHLIGHTS
Aspects | Details |
---|---|
Study Period | 2019-2033 |
Base Year | 2024 |
Estimated Year | 2025 |
Forecast Period | 2025-2033 |
Historical Period | 2019-2024 |
Growth Rate | CAGR of 3.61% from 2019-2033 |
Segmentation |
|
Table of Contents
- 1. Introduction
- 1.1. Research Scope
- 1.2. Market Segmentation
- 1.3. Research Methodology
- 1.4. Definitions and Assumptions
- 2. Executive Summary
- 2.1. Introduction
- 3. Market Dynamics
- 3.1. Introduction
- 3.2. Market Drivers
- 3.2.1. Growing Construction Industry; Rising Automotive Production; Other Drivers
- 3.3. Market Restrains
- 3.3.1. Toxicity and Stringent Environmental Policies of Titanium Dioxide; Fluctuations in the Price of Titanium Dioxide
- 3.4. Market Trends
- 3.4.1. Paints and Coatings to Dominate the Market
- 4. Market Factor Analysis
- 4.1. Porters Five Forces
- 4.2. Supply/Value Chain
- 4.3. PESTEL analysis
- 4.4. Market Entropy
- 4.5. Patent/Trademark Analysis
- 5. North America Titanium Dioxide Market Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Grade
- 5.1.1. Rutile
- 5.1.2. Anatase
- 5.2. Market Analysis, Insights and Forecast - by Application
- 5.2.1. Paints and Coatings
- 5.2.2. Plastics
- 5.2.3. Pulp and Paper
- 5.2.4. Cosmetics
- 5.2.5. Other Ap
- 5.3. Market Analysis, Insights and Forecast - by Geography
- 5.3.1. United States
- 5.3.2. Canada
- 5.3.3. Mexico
- 5.4. Market Analysis, Insights and Forecast - by Region
- 5.4.1. United States
- 5.4.2. Canada
- 5.4.3. Mexico
- 5.1. Market Analysis, Insights and Forecast - by Grade
- 6. United States North America Titanium Dioxide Market Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Grade
- 6.1.1. Rutile
- 6.1.2. Anatase
- 6.2. Market Analysis, Insights and Forecast - by Application
- 6.2.1. Paints and Coatings
- 6.2.2. Plastics
- 6.2.3. Pulp and Paper
- 6.2.4. Cosmetics
- 6.2.5. Other Ap
- 6.3. Market Analysis, Insights and Forecast - by Geography
- 6.3.1. United States
- 6.3.2. Canada
- 6.3.3. Mexico
- 6.1. Market Analysis, Insights and Forecast - by Grade
- 7. Canada North America Titanium Dioxide Market Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Grade
- 7.1.1. Rutile
- 7.1.2. Anatase
- 7.2. Market Analysis, Insights and Forecast - by Application
- 7.2.1. Paints and Coatings
- 7.2.2. Plastics
- 7.2.3. Pulp and Paper
- 7.2.4. Cosmetics
- 7.2.5. Other Ap
- 7.3. Market Analysis, Insights and Forecast - by Geography
- 7.3.1. United States
- 7.3.2. Canada
- 7.3.3. Mexico
- 7.1. Market Analysis, Insights and Forecast - by Grade
- 8. Mexico North America Titanium Dioxide Market Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Grade
- 8.1.1. Rutile
- 8.1.2. Anatase
- 8.2. Market Analysis, Insights and Forecast - by Application
- 8.2.1. Paints and Coatings
- 8.2.2. Plastics
- 8.2.3. Pulp and Paper
- 8.2.4. Cosmetics
- 8.2.5. Other Ap
- 8.3. Market Analysis, Insights and Forecast - by Geography
- 8.3.1. United States
- 8.3.2. Canada
- 8.3.3. Mexico
- 8.1. Market Analysis, Insights and Forecast - by Grade
- 9. United States North America Titanium Dioxide Market Analysis, Insights and Forecast, 2019-2031
- 10. Canada North America Titanium Dioxide Market Analysis, Insights and Forecast, 2019-2031
- 11. Mexico North America Titanium Dioxide Market Analysis, Insights and Forecast, 2019-2031
- 12. Rest of North America North America Titanium Dioxide Market Analysis, Insights and Forecast, 2019-2031
- 13. Competitive Analysis
- 13.1. Market Share Analysis 2024
- 13.2. Company Profiles
- 13.2.1 Venator Materials PLC*List Not Exhaustive
- 13.2.1.1. Overview
- 13.2.1.2. Products
- 13.2.1.3. SWOT Analysis
- 13.2.1.4. Recent Developments
- 13.2.1.5. Financials (Based on Availability)
- 13.2.2 TAYCA
- 13.2.2.1. Overview
- 13.2.2.2. Products
- 13.2.2.3. SWOT Analysis
- 13.2.2.4. Recent Developments
- 13.2.2.5. Financials (Based on Availability)
- 13.2.3 ILUKA RESOURCES LIMITED
- 13.2.3.1. Overview
- 13.2.3.2. Products
- 13.2.3.3. SWOT Analysis
- 13.2.3.4. Recent Developments
- 13.2.3.5. Financials (Based on Availability)
- 13.2.4 The Chemours Company
- 13.2.4.1. Overview
- 13.2.4.2. Products
- 13.2.4.3. SWOT Analysis
- 13.2.4.4. Recent Developments
- 13.2.4.5. Financials (Based on Availability)
- 13.2.5 Kronos Worldwide Inc
- 13.2.5.1. Overview
- 13.2.5.2. Products
- 13.2.5.3. SWOT Analysis
- 13.2.5.4. Recent Developments
- 13.2.5.5. Financials (Based on Availability)
- 13.2.6 INEOS
- 13.2.6.1. Overview
- 13.2.6.2. Products
- 13.2.6.3. SWOT Analysis
- 13.2.6.4. Recent Developments
- 13.2.6.5. Financials (Based on Availability)
- 13.2.7 Evonik Industries AG
- 13.2.7.1. Overview
- 13.2.7.2. Products
- 13.2.7.3. SWOT Analysis
- 13.2.7.4. Recent Developments
- 13.2.7.5. Financials (Based on Availability)
- 13.2.8 LB Group
- 13.2.8.1. Overview
- 13.2.8.2. Products
- 13.2.8.3. SWOT Analysis
- 13.2.8.4. Recent Developments
- 13.2.8.5. Financials (Based on Availability)
- 13.2.9 Tronox Holdings plc
- 13.2.9.1. Overview
- 13.2.9.2. Products
- 13.2.9.3. SWOT Analysis
- 13.2.9.4. Recent Developments
- 13.2.9.5. Financials (Based on Availability)
- 13.2.10 Splendor Titanium Inc
- 13.2.10.1. Overview
- 13.2.10.2. Products
- 13.2.10.3. SWOT Analysis
- 13.2.10.4. Recent Developments
- 13.2.10.5. Financials (Based on Availability)
- 13.2.11 The Kish Company Inc
- 13.2.11.1. Overview
- 13.2.11.2. Products
- 13.2.11.3. SWOT Analysis
- 13.2.11.4. Recent Developments
- 13.2.11.5. Financials (Based on Availability)
- 13.2.1 Venator Materials PLC*List Not Exhaustive
List of Figures
- Figure 1: North America Titanium Dioxide Market Revenue Breakdown (Million, %) by Product 2024 & 2032
- Figure 2: North America Titanium Dioxide Market Share (%) by Company 2024
List of Tables
- Table 1: North America Titanium Dioxide Market Revenue Million Forecast, by Region 2019 & 2032
- Table 2: North America Titanium Dioxide Market Volume Million Forecast, by Region 2019 & 2032
- Table 3: North America Titanium Dioxide Market Revenue Million Forecast, by Grade 2019 & 2032
- Table 4: North America Titanium Dioxide Market Volume Million Forecast, by Grade 2019 & 2032
- Table 5: North America Titanium Dioxide Market Revenue Million Forecast, by Application 2019 & 2032
- Table 6: North America Titanium Dioxide Market Volume Million Forecast, by Application 2019 & 2032
- Table 7: North America Titanium Dioxide Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 8: North America Titanium Dioxide Market Volume Million Forecast, by Geography 2019 & 2032
- Table 9: North America Titanium Dioxide Market Revenue Million Forecast, by Region 2019 & 2032
- Table 10: North America Titanium Dioxide Market Volume Million Forecast, by Region 2019 & 2032
- Table 11: North America Titanium Dioxide Market Revenue Million Forecast, by Country 2019 & 2032
- Table 12: North America Titanium Dioxide Market Volume Million Forecast, by Country 2019 & 2032
- Table 13: United States North America Titanium Dioxide Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 14: United States North America Titanium Dioxide Market Volume (Million) Forecast, by Application 2019 & 2032
- Table 15: Canada North America Titanium Dioxide Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 16: Canada North America Titanium Dioxide Market Volume (Million) Forecast, by Application 2019 & 2032
- Table 17: Mexico North America Titanium Dioxide Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 18: Mexico North America Titanium Dioxide Market Volume (Million) Forecast, by Application 2019 & 2032
- Table 19: Rest of North America North America Titanium Dioxide Market Revenue (Million) Forecast, by Application 2019 & 2032
- Table 20: Rest of North America North America Titanium Dioxide Market Volume (Million) Forecast, by Application 2019 & 2032
- Table 21: North America Titanium Dioxide Market Revenue Million Forecast, by Grade 2019 & 2032
- Table 22: North America Titanium Dioxide Market Volume Million Forecast, by Grade 2019 & 2032
- Table 23: North America Titanium Dioxide Market Revenue Million Forecast, by Application 2019 & 2032
- Table 24: North America Titanium Dioxide Market Volume Million Forecast, by Application 2019 & 2032
- Table 25: North America Titanium Dioxide Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 26: North America Titanium Dioxide Market Volume Million Forecast, by Geography 2019 & 2032
- Table 27: North America Titanium Dioxide Market Revenue Million Forecast, by Country 2019 & 2032
- Table 28: North America Titanium Dioxide Market Volume Million Forecast, by Country 2019 & 2032
- Table 29: North America Titanium Dioxide Market Revenue Million Forecast, by Grade 2019 & 2032
- Table 30: North America Titanium Dioxide Market Volume Million Forecast, by Grade 2019 & 2032
- Table 31: North America Titanium Dioxide Market Revenue Million Forecast, by Application 2019 & 2032
- Table 32: North America Titanium Dioxide Market Volume Million Forecast, by Application 2019 & 2032
- Table 33: North America Titanium Dioxide Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 34: North America Titanium Dioxide Market Volume Million Forecast, by Geography 2019 & 2032
- Table 35: North America Titanium Dioxide Market Revenue Million Forecast, by Country 2019 & 2032
- Table 36: North America Titanium Dioxide Market Volume Million Forecast, by Country 2019 & 2032
- Table 37: North America Titanium Dioxide Market Revenue Million Forecast, by Grade 2019 & 2032
- Table 38: North America Titanium Dioxide Market Volume Million Forecast, by Grade 2019 & 2032
- Table 39: North America Titanium Dioxide Market Revenue Million Forecast, by Application 2019 & 2032
- Table 40: North America Titanium Dioxide Market Volume Million Forecast, by Application 2019 & 2032
- Table 41: North America Titanium Dioxide Market Revenue Million Forecast, by Geography 2019 & 2032
- Table 42: North America Titanium Dioxide Market Volume Million Forecast, by Geography 2019 & 2032
- Table 43: North America Titanium Dioxide Market Revenue Million Forecast, by Country 2019 & 2032
- Table 44: North America Titanium Dioxide Market Volume Million Forecast, by Country 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the North America Titanium Dioxide Market?
The projected CAGR is approximately 3.61%.
2. Which companies are prominent players in the North America Titanium Dioxide Market?
Key companies in the market include Venator Materials PLC*List Not Exhaustive, TAYCA, ILUKA RESOURCES LIMITED, The Chemours Company, Kronos Worldwide Inc, INEOS, Evonik Industries AG, LB Group, Tronox Holdings plc, Splendor Titanium Inc, The Kish Company Inc.
3. What are the main segments of the North America Titanium Dioxide Market?
The market segments include Grade, Application, Geography.
4. Can you provide details about the market size?
The market size is estimated to be USD XX Million as of 2022.
5. What are some drivers contributing to market growth?
Growing Construction Industry; Rising Automotive Production; Other Drivers.
6. What are the notable trends driving market growth?
Paints and Coatings to Dominate the Market.
7. Are there any restraints impacting market growth?
Toxicity and Stringent Environmental Policies of Titanium Dioxide; Fluctuations in the Price of Titanium Dioxide.
8. Can you provide examples of recent developments in the market?
December 2022: Chemours announced the launch of a new Ti-Pure titanium dioxide (TiO2) product portfolio, the Ti-Pure Sustainability (TS) series, which includes two high-performance grades.
9. What pricing options are available for accessing the report?
Pricing options include single-user, multi-user, and enterprise licenses priced at USD 4750, USD 5250, and USD 8750 respectively.
10. Is the market size provided in terms of value or volume?
The market size is provided in terms of value, measured in Million and volume, measured in Million.
11. Are there any specific market keywords associated with the report?
Yes, the market keyword associated with the report is "North America Titanium Dioxide Market," which aids in identifying and referencing the specific market segment covered.
12. How do I determine which pricing option suits my needs best?
The pricing options vary based on user requirements and access needs. Individual users may opt for single-user licenses, while businesses requiring broader access may choose multi-user or enterprise licenses for cost-effective access to the report.
13. Are there any additional resources or data provided in the North America Titanium Dioxide Market report?
While the report offers comprehensive insights, it's advisable to review the specific contents or supplementary materials provided to ascertain if additional resources or data are available.
14. How can I stay updated on further developments or reports in the North America Titanium Dioxide Market?
To stay informed about further developments, trends, and reports in the North America Titanium Dioxide Market, consider subscribing to industry newsletters, following relevant companies and organizations, or regularly checking reputable industry news sources and publications.
Methodology
Step 1 - Identification of Relevant Samples Size from Population Database



Step 2 - Approaches for Defining Global Market Size (Value, Volume* & Price*)

Note*: In applicable scenarios
Step 3 - Data Sources
Primary Research
- Web Analytics
- Survey Reports
- Research Institute
- Latest Research Reports
- Opinion Leaders
Secondary Research
- Annual Reports
- White Paper
- Latest Press Release
- Industry Association
- Paid Database
- Investor Presentations

Step 4 - Data Triangulation
Involves using different sources of information in order to increase the validity of a study
These sources are likely to be stakeholders in a program - participants, other researchers, program staff, other community members, and so on.
Then we put all data in single framework & apply various statistical tools to find out the dynamic on the market.
During the analysis stage, feedback from the stakeholder groups would be compared to determine areas of agreement as well as areas of divergence