
Direct Reduced Iron Market Unlocking Growth Potential: Analysis and Forecasts 2025-2033
Direct Reduced Iron Market by Form (Pellets, Others), by Production Process (Gas-based, Coal-based), by Application (Steel Production, Construction, Others), by North America (U.S., Canada) Forecast 2025-2033
Key Insights
The Direct Reduced Iron Market size was valued at USD 52.27 USD Billion in 2023 and is projected to reach USD 96.79 USD Billion by 2032, exhibiting a CAGR of 9.2 % during the forecast period. The role of Direct Reduced Iron (DRI) in steel production having apex qualities and ecological benefits is very significant. DRI, the final product of the iron ore reduction process, contains a high level of purity, very few impurities and fewer emissions of greenhouse gases. It can be employed in both the electric arc furnace and the blast furnace technology. DRI is produced by various technologies, including gas-based and coal-based processes. Large-scale, DRI improves productivity, reduces cost, and tackles environmental problems, due to its high energy and reduced carbon footprint compared to coke-based production.

Direct Reduced Iron Trends
- Rising demand for high-quality steel in the automotive and construction sectors
- Stringent environmental regulations promote the adoption of greener steelmaking technologies
Driving Forces: What's Propelling the Direct Reduced Iron Market
- Sustainability advantages over conventional ironmaking
- Improved efficiency and reduced energy consumption
- Government incentives for environmentally friendly initiatives
Challenges and Restraints in Direct Reduced Iron Market
- High capital investment required for DRI plants
- Volatility in raw material prices
- Limited availability of hydrogen gas for gas-based DRI production
- Lack of established infrastructure for hydrogen transportation and storage
- Technical challenges in implementing DRI technology in integrated steel mills
Emerging Trends in Direct Reduced Iron
- Increased use of renewable energy sources for DRI production
- Development of new DRI technologies for cost optimization
- Collaboration between industry players to promote DRI adoption
Growth Catalysts in Direct Reduced Iron Industry
- Rising demand for electric vehicles, which require low-carbon steel
- Growing awareness of the environmental benefits of DRI
- Government support for green steel initiatives
- Advancements in hydrogen production and transportation technologies
- Increasing demand from emerging economies
Market Segmentation: Direct Reduced Iron Analysis
Form:
- Pellets
- Others
Production Process:
- Gas-based
- Coal-based
Application:
- Steel production
- Construction
- Others
Leading Players in the Direct Reduced Iron Market
- Qatar Steel (Qatar)
- Kobe Steel Ltd (Japan)
- ArcelorMittal (Luxembourg)
- NUCOR (U.S.)
- Khouzestan Steel Company (Khuzestan)
- Welspun Group (India)
- Jindal Shadeed Iron & Steel LLC (Oman)
- Tosyali Algeria A.S. (Algeria)
Significant Developments in Direct Reduced Iron Sector
- October 2022: H2 Green Steel established a 100% green hydrogen-powered DRI plant in Sweden.
- May 2022: Kobe Steel launched "Kobenable Steel," the first low-CO2 blast furnace steel product in Japan.
- March 2022: ArcelorMittal invested USD 292 million in a new electrical steel production unit in France.
- February 2022: Tosyali Algeria set a world record for annual DRI production through a single modular plant.
- January 2023: Thyssenkrupp and Salzgitter AG announced a joint venture to create a DRI plant in Germany.
Comprehensive Coverage Direct Reduced Iron Market Report
- Market Overview:
- Market size and growth rate
- Key industry trends and drivers
- Challenges and opportunities facing the market
- Market Segmentation:
- Segmentation by end-use applications (steelmaking, automotive, construction)
- Segmentation by geography (North America, Europe, Asia-Pacific, South America, Middle East and Africa)
- Competitive Landscape:
- Major players and their market share
- Recent mergers, acquisitions, and partnerships
- Competitive strategies and market positioning
- Recent Developments and Case Studies:
- Technological advancements in Direct Reduced Iron (DRI) production
- Case studies of successful DRI projects and their impact
- Future Outlook and Growth Opportunities:
- Forecasted market growth and potential drivers
- Emerging trends and their implications for the DRI market
- Unmet needs and areas for further research and innovation
Direct Reduced Iron 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 9.2% from 2019-2033 |
Segmentation |
|
Frequently Asked Questions
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.
Can you provide examples of recent developments in the market?
October 2022- H2 Green Steel established a DRI plant powered by 100% green hydrogen and based on Midrex technology. The Midrex H2 plant has an annual production of 2.1 million tonnes of hot DRI and Hot Briquette Iron (HBI), which feeds the production of an initial 2.5 million tonnes of green steel in the soil of northern Sweden. This unique DRI system is being provided by a consortium of Midrex and Paul Wurth, an SMS group company.
Are there any specific market keywords associated with the report?
Yes, the market keyword associated with the report is "Direct Reduced Iron Market," which aids in identifying and referencing the specific market segment covered.
How can I stay updated on further developments or reports in the Direct Reduced Iron Market?
To stay informed about further developments, trends, and reports in the Direct Reduced Iron Market, consider subscribing to industry newsletters, following relevant companies and organizations, or regularly checking reputable industry news sources and publications.
Are there any additional resources or data provided in the 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.
Are there any restraints impacting market growth?
Risks Related to Direct Reduced Iron Handling and Storage May Hinder Market Growth.
What are the notable trends driving market growth?
Rising Interest in Developing Technologies to Create the Product is the Major Trend.
Is the market size provided in terms of value or volume?
The market size is provided in terms of value, measured in USD Billion and volume, measured in Kiloton.
- 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 Usage of Direct Reduced Iron in Steelmaking to Propel the Market Growth
- 3.3. Market Restrains
- 3.3.1. Risks Related to Direct Reduced Iron Handling and Storage May Hinder Market Growth
- 3.4. Market Trends
- 3.4.1. Rising Interest in Developing Technologies to Create the Product is the Major Trend
- 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. Global Direct Reduced Iron Market Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Form
- 5.1.1. Pellets
- 5.1.2. Others
- 5.2. Market Analysis, Insights and Forecast - by Production Process
- 5.2.1. Gas-based
- 5.2.2. Coal-based
- 5.3. Market Analysis, Insights and Forecast - by Application
- 5.3.1. Steel Production
- 5.3.2. Construction
- 5.3.3. Others
- 5.4. Market Analysis, Insights and Forecast - by Region
- 5.4.1. North America
- 5.1. Market Analysis, Insights and Forecast - by Form
- 6. North America Direct Reduced Iron Market Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 6.1.1 U.S.
- 6.1.2 Canada
- 7. Europe Direct Reduced Iron Market Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 7.1.1 Germany
- 7.1.2 U.K.
- 7.1.3 France
- 7.1.4 CIS
- 7.1.5 Rest of Europe
- 8. Asia Pacific Direct Reduced Iron Market Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 8.1.1 China
- 8.1.2 India
- 8.1.3 Japan
- 8.1.4 ASEAN
- 8.1.5 Rest of the Asia Pacific
- 9. Latin America Direct Reduced Iron Market Analysis, Insights and Forecast, 2019-2031
- 9.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 9.1.1 Brazil
- 9.1.2 Mexico
- 9.1.3 Rest of Latin America
- 10. Middle East & Africa Direct Reduced Iron Market Analysis, Insights and Forecast, 2019-2031
- 10.1. Market Analysis, Insights and Forecast - By Country/Sub-region
- 10.1.1 South Africa
- 10.1.2 GCC
- 10.1.3 Rest of the Middle East & Africa
- 11. Competitive Analysis
- 11.1. Global Market Share Analysis 2024
- 11.2. Company Profiles
- 11.2.1 Qatar Steel (Qatar)
- 11.2.1.1. Overview
- 11.2.1.2. Products
- 11.2.1.3. SWOT Analysis
- 11.2.1.4. Recent Developments
- 11.2.1.5. Financials (Based on Availability)
- 11.2.2 Kobe Steel Ltd (Japan)
- 11.2.2.1. Overview
- 11.2.2.2. Products
- 11.2.2.3. SWOT Analysis
- 11.2.2.4. Recent Developments
- 11.2.2.5. Financials (Based on Availability)
- 11.2.3 ArcelorMittal (Luxembourg)
- 11.2.3.1. Overview
- 11.2.3.2. Products
- 11.2.3.3. SWOT Analysis
- 11.2.3.4. Recent Developments
- 11.2.3.5. Financials (Based on Availability)
- 11.2.4 NUCOR (U.S.)
- 11.2.4.1. Overview
- 11.2.4.2. Products
- 11.2.4.3. SWOT Analysis
- 11.2.4.4. Recent Developments
- 11.2.4.5. Financials (Based on Availability)
- 11.2.5 Midrex Technologies Inc. (U.S.)
- 11.2.5.1. Overview
- 11.2.5.2. Products
- 11.2.5.3. SWOT Analysis
- 11.2.5.4. Recent Developments
- 11.2.5.5. Financials (Based on Availability)
- 11.2.6 Khouzestan Steel Company (Khuzestan)
- 11.2.6.1. Overview
- 11.2.6.2. Products
- 11.2.6.3. SWOT Analysis
- 11.2.6.4. Recent Developments
- 11.2.6.5. Financials (Based on Availability)
- 11.2.7 Welspun Group (India)
- 11.2.7.1. Overview
- 11.2.7.2. Products
- 11.2.7.3. SWOT Analysis
- 11.2.7.4. Recent Developments
- 11.2.7.5. Financials (Based on Availability)
- 11.2.8 Jindal Shadeed Iron & Steel LLC (Oman)
- 11.2.8.1. Overview
- 11.2.8.2. Products
- 11.2.8.3. SWOT Analysis
- 11.2.8.4. Recent Developments
- 11.2.8.5. Financials (Based on Availability)
- 11.2.9 AM/NS India (India)
- 11.2.9.1. Overview
- 11.2.9.2. Products
- 11.2.9.3. SWOT Analysis
- 11.2.9.4. Recent Developments
- 11.2.9.5. Financials (Based on Availability)
- 11.2.10 Tosyali Algeria A.S. (Algeria)
- 11.2.10.1. Overview
- 11.2.10.2. Products
- 11.2.10.3. SWOT Analysis
- 11.2.10.4. Recent Developments
- 11.2.10.5. Financials (Based on Availability)
- 11.2.1 Qatar Steel (Qatar)
- Figure 1: Global Direct Reduced Iron Market Revenue Breakdown (USD Billion, %) by Region 2024 & 2032
- Figure 2: Global Direct Reduced Iron Market Volume Breakdown (Kiloton, %) by Region 2024 & 2032
- Figure 3: North America Direct Reduced Iron Market Revenue (USD Billion), by Country 2024 & 2032
- Figure 4: North America Direct Reduced Iron Market Volume (Kiloton), by Country 2024 & 2032
- Figure 5: North America Direct Reduced Iron Market Revenue Share (%), by Country 2024 & 2032
- Figure 6: North America Direct Reduced Iron Market Volume Share (%), by Country 2024 & 2032
- Figure 7: Europe Direct Reduced Iron Market Revenue (USD Billion), by Country 2024 & 2032
- Figure 8: Europe Direct Reduced Iron Market Volume (Kiloton), by Country 2024 & 2032
- Figure 9: Europe Direct Reduced Iron Market Revenue Share (%), by Country 2024 & 2032
- Figure 10: Europe Direct Reduced Iron Market Volume Share (%), by Country 2024 & 2032
- Figure 11: Asia Pacific Direct Reduced Iron Market Revenue (USD Billion), by Country 2024 & 2032
- Figure 12: Asia Pacific Direct Reduced Iron Market Volume (Kiloton), by Country 2024 & 2032
- Figure 13: Asia Pacific Direct Reduced Iron Market Revenue Share (%), by Country 2024 & 2032
- Figure 14: Asia Pacific Direct Reduced Iron Market Volume Share (%), by Country 2024 & 2032
- Figure 15: Latin America Direct Reduced Iron Market Revenue (USD Billion), by Country 2024 & 2032
- Figure 16: Latin America Direct Reduced Iron Market Volume (Kiloton), by Country 2024 & 2032
- Figure 17: Latin America Direct Reduced Iron Market Revenue Share (%), by Country 2024 & 2032
- Figure 18: Latin America Direct Reduced Iron Market Volume Share (%), by Country 2024 & 2032
- Figure 19: Middle East & Africa Direct Reduced Iron Market Revenue (USD Billion), by Country 2024 & 2032
- Figure 20: Middle East & Africa Direct Reduced Iron Market Volume (Kiloton), by Country 2024 & 2032
- Figure 21: Middle East & Africa Direct Reduced Iron Market Revenue Share (%), by Country 2024 & 2032
- Figure 22: Middle East & Africa Direct Reduced Iron Market Volume Share (%), by Country 2024 & 2032
- Figure 23: North America Direct Reduced Iron Market Revenue (USD Billion), by Form 2024 & 2032
- Figure 24: North America Direct Reduced Iron Market Volume (Kiloton), by Form 2024 & 2032
- Figure 25: North America Direct Reduced Iron Market Revenue Share (%), by Form 2024 & 2032
- Figure 26: North America Direct Reduced Iron Market Volume Share (%), by Form 2024 & 2032
- Figure 27: North America Direct Reduced Iron Market Revenue (USD Billion), by Production Process 2024 & 2032
- Figure 28: North America Direct Reduced Iron Market Volume (Kiloton), by Production Process 2024 & 2032
- Figure 29: North America Direct Reduced Iron Market Revenue Share (%), by Production Process 2024 & 2032
- Figure 30: North America Direct Reduced Iron Market Volume Share (%), by Production Process 2024 & 2032
- Figure 31: North America Direct Reduced Iron Market Revenue (USD Billion), by Application 2024 & 2032
- Figure 32: North America Direct Reduced Iron Market Volume (Kiloton), by Application 2024 & 2032
- Figure 33: North America Direct Reduced Iron Market Revenue Share (%), by Application 2024 & 2032
- Figure 34: North America Direct Reduced Iron Market Volume Share (%), by Application 2024 & 2032
- Figure 35: North America Direct Reduced Iron Market Revenue (USD Billion), by Country 2024 & 2032
- Figure 36: North America Direct Reduced Iron Market Volume (Kiloton), by Country 2024 & 2032
- Figure 37: North America Direct Reduced Iron Market Revenue Share (%), by Country 2024 & 2032
- Figure 38: North America Direct Reduced Iron Market Volume Share (%), by Country 2024 & 2032
- Table 1: Global Direct Reduced Iron Market Revenue USD Billion Forecast, by Region 2019 & 2032
- Table 2: Global Direct Reduced Iron Market Volume Kiloton Forecast, by Region 2019 & 2032
- Table 3: Global Direct Reduced Iron Market Revenue USD Billion Forecast, by Form 2019 & 2032
- Table 4: Global Direct Reduced Iron Market Volume Kiloton Forecast, by Form 2019 & 2032
- Table 5: Global Direct Reduced Iron Market Revenue USD Billion Forecast, by Production Process 2019 & 2032
- Table 6: Global Direct Reduced Iron Market Volume Kiloton Forecast, by Production Process 2019 & 2032
- Table 7: Global Direct Reduced Iron Market Revenue USD Billion Forecast, by Application 2019 & 2032
- Table 8: Global Direct Reduced Iron Market Volume Kiloton Forecast, by Application 2019 & 2032
- Table 9: Global Direct Reduced Iron Market Revenue USD Billion Forecast, by Region 2019 & 2032
- Table 10: Global Direct Reduced Iron Market Volume Kiloton Forecast, by Region 2019 & 2032
- Table 11: Global Direct Reduced Iron Market Revenue USD Billion Forecast, by Country 2019 & 2032
- Table 12: Global Direct Reduced Iron Market Volume Kiloton Forecast, by Country 2019 & 2032
- Table 13: U.S. Direct Reduced Iron Market Revenue (USD Billion) Forecast, by Application 2019 & 2032
- Table 14: U.S. Direct Reduced Iron Market Volume (Kiloton) Forecast, by Application 2019 & 2032
- Table 15: Canada Direct Reduced Iron Market Revenue (USD Billion) Forecast, by Application 2019 & 2032
- Table 16: Canada Direct Reduced Iron Market Volume (Kiloton) Forecast, by Application 2019 & 2032
- Table 17: Global Direct Reduced Iron Market Revenue USD Billion Forecast, by Country 2019 & 2032
- Table 18: Global Direct Reduced Iron Market Volume Kiloton Forecast, by Country 2019 & 2032
- Table 19: Germany Direct Reduced Iron Market Revenue (USD Billion) Forecast, by Application 2019 & 2032
- Table 20: Germany Direct Reduced Iron Market Volume (Kiloton) Forecast, by Application 2019 & 2032
- Table 21: U.K. Direct Reduced Iron Market Revenue (USD Billion) Forecast, by Application 2019 & 2032
- Table 22: U.K. Direct Reduced Iron Market Volume (Kiloton) Forecast, by Application 2019 & 2032
- Table 23: France Direct Reduced Iron Market Revenue (USD Billion) Forecast, by Application 2019 & 2032
- Table 24: France Direct Reduced Iron Market Volume (Kiloton) Forecast, by Application 2019 & 2032
- Table 25: CIS Direct Reduced Iron Market Revenue (USD Billion) Forecast, by Application 2019 & 2032
- Table 26: CIS Direct Reduced Iron Market Volume (Kiloton) Forecast, by Application 2019 & 2032
- Table 27: Rest of Europe Direct Reduced Iron Market Revenue (USD Billion) Forecast, by Application 2019 & 2032
- Table 28: Rest of Europe Direct Reduced Iron Market Volume (Kiloton) Forecast, by Application 2019 & 2032
- Table 29: Global Direct Reduced Iron Market Revenue USD Billion Forecast, by Country 2019 & 2032
- Table 30: Global Direct Reduced Iron Market Volume Kiloton Forecast, by Country 2019 & 2032
- Table 31: China Direct Reduced Iron Market Revenue (USD Billion) Forecast, by Application 2019 & 2032
- Table 32: China Direct Reduced Iron Market Volume (Kiloton) Forecast, by Application 2019 & 2032
- Table 33: India Direct Reduced Iron Market Revenue (USD Billion) Forecast, by Application 2019 & 2032
- Table 34: India Direct Reduced Iron Market Volume (Kiloton) Forecast, by Application 2019 & 2032
- Table 35: Japan Direct Reduced Iron Market Revenue (USD Billion) Forecast, by Application 2019 & 2032
- Table 36: Japan Direct Reduced Iron Market Volume (Kiloton) Forecast, by Application 2019 & 2032
- Table 37: ASEAN Direct Reduced Iron Market Revenue (USD Billion) Forecast, by Application 2019 & 2032
- Table 38: ASEAN Direct Reduced Iron Market Volume (Kiloton) Forecast, by Application 2019 & 2032
- Table 39: Rest of the Asia Pacific Direct Reduced Iron Market Revenue (USD Billion) Forecast, by Application 2019 & 2032
- Table 40: Rest of the Asia Pacific Direct Reduced Iron Market Volume (Kiloton) Forecast, by Application 2019 & 2032
- Table 41: Global Direct Reduced Iron Market Revenue USD Billion Forecast, by Country 2019 & 2032
- Table 42: Global Direct Reduced Iron Market Volume Kiloton Forecast, by Country 2019 & 2032
- Table 43: Brazil Direct Reduced Iron Market Revenue (USD Billion) Forecast, by Application 2019 & 2032
- Table 44: Brazil Direct Reduced Iron Market Volume (Kiloton) Forecast, by Application 2019 & 2032
- Table 45: Mexico Direct Reduced Iron Market Revenue (USD Billion) Forecast, by Application 2019 & 2032
- Table 46: Mexico Direct Reduced Iron Market Volume (Kiloton) Forecast, by Application 2019 & 2032
- Table 47: Rest of Latin America Direct Reduced Iron Market Revenue (USD Billion) Forecast, by Application 2019 & 2032
- Table 48: Rest of Latin America Direct Reduced Iron Market Volume (Kiloton) Forecast, by Application 2019 & 2032
- Table 49: Global Direct Reduced Iron Market Revenue USD Billion Forecast, by Country 2019 & 2032
- Table 50: Global Direct Reduced Iron Market Volume Kiloton Forecast, by Country 2019 & 2032
- Table 51: South Africa Direct Reduced Iron Market Revenue (USD Billion) Forecast, by Application 2019 & 2032
- Table 52: South Africa Direct Reduced Iron Market Volume (Kiloton) Forecast, by Application 2019 & 2032
- Table 53: GCC Direct Reduced Iron Market Revenue (USD Billion) Forecast, by Application 2019 & 2032
- Table 54: GCC Direct Reduced Iron Market Volume (Kiloton) Forecast, by Application 2019 & 2032
- Table 55: Rest of the Middle East & Africa Direct Reduced Iron Market Revenue (USD Billion) Forecast, by Application 2019 & 2032
- Table 56: Rest of the Middle East & Africa Direct Reduced Iron Market Volume (Kiloton) Forecast, by Application 2019 & 2032
- Table 57: Global Direct Reduced Iron Market Revenue USD Billion Forecast, by Form 2019 & 2032
- Table 58: Global Direct Reduced Iron Market Volume Kiloton Forecast, by Form 2019 & 2032
- Table 59: Global Direct Reduced Iron Market Revenue USD Billion Forecast, by Production Process 2019 & 2032
- Table 60: Global Direct Reduced Iron Market Volume Kiloton Forecast, by Production Process 2019 & 2032
- Table 61: Global Direct Reduced Iron Market Revenue USD Billion Forecast, by Application 2019 & 2032
- Table 62: Global Direct Reduced Iron Market Volume Kiloton Forecast, by Application 2019 & 2032
- Table 63: Global Direct Reduced Iron Market Revenue USD Billion Forecast, by Country 2019 & 2032
- Table 64: Global Direct Reduced Iron Market Volume Kiloton Forecast, by Country 2019 & 2032
- Table 65: U.S. Direct Reduced Iron Market Revenue (USD Billion) Forecast, by Application 2019 & 2032
- Table 66: U.S. Direct Reduced Iron Market Volume (Kiloton) Forecast, by Application 2019 & 2032
- Table 67: Canada Direct Reduced Iron Market Revenue (USD Billion) Forecast, by Application 2019 & 2032
- Table 68: Canada Direct Reduced Iron Market Volume (Kiloton) Forecast, by Application 2019 & 2032
Aspects | Details |
---|---|
Study Period | 2019-2033 |
Base Year | 2024 |
Estimated Year | 2025 |
Forecast Period | 2025-2033 |
Historical Period | 2019-2024 |
Growth Rate | CAGR of 9.2% from 2019-2033 |
Segmentation |
|
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
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