Key Insights
The Uzbekistani oil and gas industry, while relatively small compared to global giants, presents a dynamic market with significant growth potential. The industry's current market size is estimated at $2 billion in 2025, fueled by a Compound Annual Growth Rate (CAGR) exceeding 4%. This growth is driven by increasing domestic demand for energy, particularly in the rapidly developing industrial and consumer sectors. Government initiatives focused on attracting foreign investment, modernizing infrastructure, and exploring new reserves further contribute to positive market momentum. Upstream activities, including exploration and production, form the core of the industry, with significant focus on natural gas extraction. Midstream and downstream segments, encompassing processing, transportation, and refining, are also experiencing growth, albeit at a slightly slower pace. This is partially due to ongoing investments in refining capacity to meet the rising domestic demand for refined petroleum products. However, challenges remain, including limitations in export infrastructure and the need for further technological advancement to optimize extraction and processing efficiency. The presence of major international players like Lukoil and TotalEnergies highlights the growing international interest in Uzbekistan's energy resources, suggesting strong potential for future investment and expansion.
Despite the promising growth trajectory, the Uzbekistani oil and gas sector faces certain restraints. These include the geological complexities inherent in certain exploration areas, the need for substantial investment in pipeline infrastructure and refining facilities, and potential volatility in global energy prices. To maximize its potential, Uzbekistan needs to actively pursue strategies to attract further foreign direct investment, prioritize sustainable development practices, and effectively manage resource extraction to ensure long-term economic benefits. The competitive landscape is dominated by a mix of national companies like JSC Uzbekneftegaz and international energy majors, creating a dynamic and evolving market structure. The industry's future success hinges on a coordinated approach that balances economic growth with environmental sustainability and social responsibility. The projected growth through 2033 suggests a significant opportunity for investors and stakeholders willing to navigate the challenges inherent in this developing market.

Oil and Gas Industry in Uzbekistan: A Comprehensive Market Report (2019-2033)
This dynamic report provides an in-depth analysis of Uzbekistan's oil and gas industry, offering crucial insights for investors, industry professionals, and policymakers. Covering the period 2019-2033, with a focus year of 2025, this study unveils market trends, competitive dynamics, and future growth potential. Leveraging extensive data analysis and expert insights, this report is essential for navigating the complexities of this vital sector.
Oil and Gas Industry in Uzbekistan Market Structure & Competitive Landscape
Uzbekistan's oil and gas sector exhibits a moderately concentrated market structure, primarily driven by state-owned enterprises and a few international players. The market concentration ratio (CR4) for upstream activities is estimated at 70% in 2025, indicating significant influence from a handful of key players. Innovation in the sector is currently limited, mainly focused on enhancing extraction efficiency and streamlining production processes. Stringent regulatory frameworks impact operational flexibility and investment decisions. Product substitutes, primarily renewable energy sources, are gaining traction, albeit slowly, exerting pressure on traditional fossil fuel demand. The end-user segmentation is dominated by domestic consumption and export markets, with China being a major export destination. Mergers and Acquisitions (M&A) activity has been relatively low in recent years, with a total volume of approximately $xx Million between 2019 and 2024. However, potential future consolidation among smaller players is anticipated.
- Key Players: JSC Uzbekneftegaz, NK Lukoil PAO, CNPC
- Market Concentration: CR4 (Upstream) ≈ 70% (2025 Estimate)
- M&A Volume (2019-2024): $xx Million (Estimate)
- Regulatory Impact: High, impacting investment and operational flexibility.
- Innovation Drivers: Efficiency improvements in extraction and production.
Oil and Gas Industry in Uzbekistan Market Trends & Opportunities
The Uzbek oil and gas market is poised for moderate growth, driven by increasing domestic demand and strategic export opportunities. The market size is projected to reach $xx Million by 2025, exhibiting a Compound Annual Growth Rate (CAGR) of xx% during the forecast period (2025-2033). Technological advancements, such as enhanced oil recovery (EOR) techniques and improved pipeline infrastructure, are enhancing operational efficiency. However, fluctuating global oil prices and geopolitical uncertainties pose significant challenges. Consumer preferences are shifting towards cleaner energy sources, impacting the long-term outlook for fossil fuels. The competitive landscape is characterized by both state-owned and international players, resulting in a dynamic market structure. Market penetration rates for natural gas in the domestic sector are high, while opportunities exist for expanding electricity generation from natural gas.

Dominant Markets & Segments in Oil and Gas Industry in Uzbekistan
The upstream sector dominates Uzbekistan's oil and gas industry, contributing the largest share of revenue and employment. This is primarily due to Uzbekistan's substantial natural gas reserves and ongoing efforts to boost production. The midstream sector is experiencing gradual modernization, driven by investments in pipeline infrastructure. The downstream sector, though less developed, is attracting investment due to growing domestic demand and export potential.
- Upstream Sector: Largest contributor to revenue and employment; Significant reserves of natural gas.
- Growth Drivers (Upstream):
- Government investment in exploration and production.
- Technological advancements in EOR techniques.
- Expansion of pipeline infrastructure.
- Midstream Sector: Focus on pipeline modernization and efficiency improvements.
- Downstream Sector: Growing domestic demand and export potential driving investment.
Oil and Gas Industry in Uzbekistan Product Analysis
Product innovation in Uzbekistan's oil and gas sector primarily focuses on improving extraction and processing techniques, along with enhancing the efficiency of existing infrastructure. While technological advancements are being implemented, the focus remains on optimizing traditional methods rather than introducing entirely novel products. The competitive advantage hinges on cost efficiency, operational reliability, and access to export markets. This sector is adapting to changing global energy dynamics, although the pace of innovation remains relatively moderate compared to other regions.
Key Drivers, Barriers & Challenges in Oil and Gas Industry in Uzbekistan
Key Drivers:
- Abundant natural gas reserves
- Government support for exploration and production
- Growing domestic energy demand
- Strategic export opportunities to regional markets
Challenges & Restraints:
- Aging infrastructure requiring significant upgrades ($xx Million estimated investment needed by 2030)
- Geopolitical risks affecting investment and trade.
- Fluctuations in global oil and gas prices affecting profitability.
- Competition from renewable energy sources.
Growth Drivers in the Oil and Gas Industry in Uzbekistan Market
The Uzbek oil and gas sector's growth is propelled by substantial natural gas reserves, increasing domestic energy demands, and strategic export opportunities to neighboring countries and beyond. Government initiatives supporting exploration and production, along with investments in infrastructure development, further boost sector growth.
Challenges Impacting Oil and Gas Industry in Uzbekistan Growth
Challenges include the need for substantial investments in upgrading aging infrastructure, potential geopolitical instability impacting trade and investment, and fluctuating global energy prices that affect profitability. Competition from emerging renewable energy technologies also presents a long-term challenge to sustained sector growth.
Key Players Shaping the Oil and Gas Industry in Uzbekistan Market
- China National Petroleum Corporation (CNPC)
- JSC Uzbekneftegaz
- NK Lukoil PAO
- TotalEnergies SE
- Gazprom PAO
Significant Oil and Gas Industry in Uzbekistan Industry Milestones
- December 2022: Temporary halt of natural gas exports to China by Uzbekneftegaz and Lukoil due to domestic energy shortages. This highlights the interplay between domestic needs and export strategies.
- July 2022: Sanoat Energetika Guruhi (SEG) and AD Ports Group joint agreement to develop logistics infrastructure, signifying efforts to improve export capacity and access to global markets.
Future Outlook for Oil and Gas Industry in Uzbekistan Market
The Uzbek oil and gas sector's future hinges on strategic infrastructure development, attracting foreign investment, and adapting to a changing global energy landscape. While significant reserves offer long-term potential, the sector must balance domestic energy needs with export opportunities, while also strategically navigating the transition towards cleaner energy sources. The market’s long-term growth trajectory will be significantly influenced by these factors.
Oil and Gas Industry in Uzbekistan Segmentation
-
1. Sector
- 1.1. Upstream
- 1.2. Midstream
- 1.3. Downstream
Oil and Gas Industry in Uzbekistan Segmentation By Geography
-
1. North America
- 1.1. United States
- 1.2. Canada
- 1.3. Mexico
-
2. South America
- 2.1. Brazil
- 2.2. Argentina
- 2.3. Rest of South America
-
3. Europe
- 3.1. United Kingdom
- 3.2. Germany
- 3.3. France
- 3.4. Italy
- 3.5. Spain
- 3.6. Russia
- 3.7. Benelux
- 3.8. Nordics
- 3.9. Rest of Europe
-
4. Middle East & Africa
- 4.1. Turkey
- 4.2. Israel
- 4.3. GCC
- 4.4. North Africa
- 4.5. South Africa
- 4.6. Rest of Middle East & Africa
-
5. Asia Pacific
- 5.1. China
- 5.2. India
- 5.3. Japan
- 5.4. South Korea
- 5.5. ASEAN
- 5.6. Oceania
- 5.7. Rest of Asia Pacific

Oil and Gas Industry in Uzbekistan 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 > 4.00% 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. 4.; Growing Vehicle Ownership4.; Government Initiatives
- 3.3. Market Restrains
- 3.3.1. 4.; Volatile Crude Oil Prices
- 3.4. Market Trends
- 3.4.1. Upstream Sector is Likely 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. Global Oil and Gas Industry in Uzbekistan Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Sector
- 5.1.1. Upstream
- 5.1.2. Midstream
- 5.1.3. Downstream
- 5.2. Market Analysis, Insights and Forecast - by Region
- 5.2.1. North America
- 5.2.2. South America
- 5.2.3. Europe
- 5.2.4. Middle East & Africa
- 5.2.5. Asia Pacific
- 5.1. Market Analysis, Insights and Forecast - by Sector
- 6. North America Oil and Gas Industry in Uzbekistan Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Sector
- 6.1.1. Upstream
- 6.1.2. Midstream
- 6.1.3. Downstream
- 6.1. Market Analysis, Insights and Forecast - by Sector
- 7. South America Oil and Gas Industry in Uzbekistan Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Sector
- 7.1.1. Upstream
- 7.1.2. Midstream
- 7.1.3. Downstream
- 7.1. Market Analysis, Insights and Forecast - by Sector
- 8. Europe Oil and Gas Industry in Uzbekistan Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Sector
- 8.1.1. Upstream
- 8.1.2. Midstream
- 8.1.3. Downstream
- 8.1. Market Analysis, Insights and Forecast - by Sector
- 9. Middle East & Africa Oil and Gas Industry in Uzbekistan Analysis, Insights and Forecast, 2019-2031
- 9.1. Market Analysis, Insights and Forecast - by Sector
- 9.1.1. Upstream
- 9.1.2. Midstream
- 9.1.3. Downstream
- 9.1. Market Analysis, Insights and Forecast - by Sector
- 10. Asia Pacific Oil and Gas Industry in Uzbekistan Analysis, Insights and Forecast, 2019-2031
- 10.1. Market Analysis, Insights and Forecast - by Sector
- 10.1.1. Upstream
- 10.1.2. Midstream
- 10.1.3. Downstream
- 10.1. Market Analysis, Insights and Forecast - by Sector
- 11. Competitive Analysis
- 11.1. Global Market Share Analysis 2024
- 11.2. Company Profiles
- 11.2.1 China National Petroleum Corporation (CNPC)
- 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 JSC Uzbekneftegaz
- 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 NK Lukoil PAO
- 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 TotalEnergies SE
- 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 Gazprom PAO
- 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)
- 11.2.1 China National Petroleum Corporation (CNPC)
List of Figures
- Figure 1: Global Oil and Gas Industry in Uzbekistan Revenue Breakdown (Million, %) by Region 2024 & 2032
- Figure 2: Uzbekistan Oil and Gas Industry in Uzbekistan Revenue (Million), by Country 2024 & 2032
- Figure 3: Uzbekistan Oil and Gas Industry in Uzbekistan Revenue Share (%), by Country 2024 & 2032
- Figure 4: North America Oil and Gas Industry in Uzbekistan Revenue (Million), by Sector 2024 & 2032
- Figure 5: North America Oil and Gas Industry in Uzbekistan Revenue Share (%), by Sector 2024 & 2032
- Figure 6: North America Oil and Gas Industry in Uzbekistan Revenue (Million), by Country 2024 & 2032
- Figure 7: North America Oil and Gas Industry in Uzbekistan Revenue Share (%), by Country 2024 & 2032
- Figure 8: South America Oil and Gas Industry in Uzbekistan Revenue (Million), by Sector 2024 & 2032
- Figure 9: South America Oil and Gas Industry in Uzbekistan Revenue Share (%), by Sector 2024 & 2032
- Figure 10: South America Oil and Gas Industry in Uzbekistan Revenue (Million), by Country 2024 & 2032
- Figure 11: South America Oil and Gas Industry in Uzbekistan Revenue Share (%), by Country 2024 & 2032
- Figure 12: Europe Oil and Gas Industry in Uzbekistan Revenue (Million), by Sector 2024 & 2032
- Figure 13: Europe Oil and Gas Industry in Uzbekistan Revenue Share (%), by Sector 2024 & 2032
- Figure 14: Europe Oil and Gas Industry in Uzbekistan Revenue (Million), by Country 2024 & 2032
- Figure 15: Europe Oil and Gas Industry in Uzbekistan Revenue Share (%), by Country 2024 & 2032
- Figure 16: Middle East & Africa Oil and Gas Industry in Uzbekistan Revenue (Million), by Sector 2024 & 2032
- Figure 17: Middle East & Africa Oil and Gas Industry in Uzbekistan Revenue Share (%), by Sector 2024 & 2032
- Figure 18: Middle East & Africa Oil and Gas Industry in Uzbekistan Revenue (Million), by Country 2024 & 2032
- Figure 19: Middle East & Africa Oil and Gas Industry in Uzbekistan Revenue Share (%), by Country 2024 & 2032
- Figure 20: Asia Pacific Oil and Gas Industry in Uzbekistan Revenue (Million), by Sector 2024 & 2032
- Figure 21: Asia Pacific Oil and Gas Industry in Uzbekistan Revenue Share (%), by Sector 2024 & 2032
- Figure 22: Asia Pacific Oil and Gas Industry in Uzbekistan Revenue (Million), by Country 2024 & 2032
- Figure 23: Asia Pacific Oil and Gas Industry in Uzbekistan Revenue Share (%), by Country 2024 & 2032
List of Tables
- Table 1: Global Oil and Gas Industry in Uzbekistan Revenue Million Forecast, by Region 2019 & 2032
- Table 2: Global Oil and Gas Industry in Uzbekistan Revenue Million Forecast, by Sector 2019 & 2032
- Table 3: Global Oil and Gas Industry in Uzbekistan Revenue Million Forecast, by Region 2019 & 2032
- Table 4: Global Oil and Gas Industry in Uzbekistan Revenue Million Forecast, by Country 2019 & 2032
- Table 5: Global Oil and Gas Industry in Uzbekistan Revenue Million Forecast, by Sector 2019 & 2032
- Table 6: Global Oil and Gas Industry in Uzbekistan Revenue Million Forecast, by Country 2019 & 2032
- Table 7: United States Oil and Gas Industry in Uzbekistan Revenue (Million) Forecast, by Application 2019 & 2032
- Table 8: Canada Oil and Gas Industry in Uzbekistan Revenue (Million) Forecast, by Application 2019 & 2032
- Table 9: Mexico Oil and Gas Industry in Uzbekistan Revenue (Million) Forecast, by Application 2019 & 2032
- Table 10: Global Oil and Gas Industry in Uzbekistan Revenue Million Forecast, by Sector 2019 & 2032
- Table 11: Global Oil and Gas Industry in Uzbekistan Revenue Million Forecast, by Country 2019 & 2032
- Table 12: Brazil Oil and Gas Industry in Uzbekistan Revenue (Million) Forecast, by Application 2019 & 2032
- Table 13: Argentina Oil and Gas Industry in Uzbekistan Revenue (Million) Forecast, by Application 2019 & 2032
- Table 14: Rest of South America Oil and Gas Industry in Uzbekistan Revenue (Million) Forecast, by Application 2019 & 2032
- Table 15: Global Oil and Gas Industry in Uzbekistan Revenue Million Forecast, by Sector 2019 & 2032
- Table 16: Global Oil and Gas Industry in Uzbekistan Revenue Million Forecast, by Country 2019 & 2032
- Table 17: United Kingdom Oil and Gas Industry in Uzbekistan Revenue (Million) Forecast, by Application 2019 & 2032
- Table 18: Germany Oil and Gas Industry in Uzbekistan Revenue (Million) Forecast, by Application 2019 & 2032
- Table 19: France Oil and Gas Industry in Uzbekistan Revenue (Million) Forecast, by Application 2019 & 2032
- Table 20: Italy Oil and Gas Industry in Uzbekistan Revenue (Million) Forecast, by Application 2019 & 2032
- Table 21: Spain Oil and Gas Industry in Uzbekistan Revenue (Million) Forecast, by Application 2019 & 2032
- Table 22: Russia Oil and Gas Industry in Uzbekistan Revenue (Million) Forecast, by Application 2019 & 2032
- Table 23: Benelux Oil and Gas Industry in Uzbekistan Revenue (Million) Forecast, by Application 2019 & 2032
- Table 24: Nordics Oil and Gas Industry in Uzbekistan Revenue (Million) Forecast, by Application 2019 & 2032
- Table 25: Rest of Europe Oil and Gas Industry in Uzbekistan Revenue (Million) Forecast, by Application 2019 & 2032
- Table 26: Global Oil and Gas Industry in Uzbekistan Revenue Million Forecast, by Sector 2019 & 2032
- Table 27: Global Oil and Gas Industry in Uzbekistan Revenue Million Forecast, by Country 2019 & 2032
- Table 28: Turkey Oil and Gas Industry in Uzbekistan Revenue (Million) Forecast, by Application 2019 & 2032
- Table 29: Israel Oil and Gas Industry in Uzbekistan Revenue (Million) Forecast, by Application 2019 & 2032
- Table 30: GCC Oil and Gas Industry in Uzbekistan Revenue (Million) Forecast, by Application 2019 & 2032
- Table 31: North Africa Oil and Gas Industry in Uzbekistan Revenue (Million) Forecast, by Application 2019 & 2032
- Table 32: South Africa Oil and Gas Industry in Uzbekistan Revenue (Million) Forecast, by Application 2019 & 2032
- Table 33: Rest of Middle East & Africa Oil and Gas Industry in Uzbekistan Revenue (Million) Forecast, by Application 2019 & 2032
- Table 34: Global Oil and Gas Industry in Uzbekistan Revenue Million Forecast, by Sector 2019 & 2032
- Table 35: Global Oil and Gas Industry in Uzbekistan Revenue Million Forecast, by Country 2019 & 2032
- Table 36: China Oil and Gas Industry in Uzbekistan Revenue (Million) Forecast, by Application 2019 & 2032
- Table 37: India Oil and Gas Industry in Uzbekistan Revenue (Million) Forecast, by Application 2019 & 2032
- Table 38: Japan Oil and Gas Industry in Uzbekistan Revenue (Million) Forecast, by Application 2019 & 2032
- Table 39: South Korea Oil and Gas Industry in Uzbekistan Revenue (Million) Forecast, by Application 2019 & 2032
- Table 40: ASEAN Oil and Gas Industry in Uzbekistan Revenue (Million) Forecast, by Application 2019 & 2032
- Table 41: Oceania Oil and Gas Industry in Uzbekistan Revenue (Million) Forecast, by Application 2019 & 2032
- Table 42: Rest of Asia Pacific Oil and Gas Industry in Uzbekistan Revenue (Million) Forecast, by Application 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the Oil and Gas Industry in Uzbekistan?
The projected CAGR is approximately > 4.00%.
2. Which companies are prominent players in the Oil and Gas Industry in Uzbekistan?
Key companies in the market include China National Petroleum Corporation (CNPC), JSC Uzbekneftegaz, NK Lukoil PAO, TotalEnergies SE, Gazprom PAO.
3. What are the main segments of the Oil and Gas Industry in Uzbekistan?
The market segments include Sector.
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?
4.; Growing Vehicle Ownership4.; Government Initiatives.
6. What are the notable trends driving market growth?
Upstream Sector is Likely to Dominate the Market.
7. Are there any restraints impacting market growth?
4.; Volatile Crude Oil Prices.
8. Can you provide examples of recent developments in the market?
December 2022: Uzbekistan ordered state-run gas producer Uzbekneftegaz and Russia's Lukoil, the second-largest gas producer in the country, to temporarily halt natural gas exports to China as the country deals with a wave of blackouts and disruptions to local gas networks.
9. What pricing options are available for accessing the report?
Pricing options include single-user, multi-user, and enterprise licenses priced at USD 3800, USD 4500, and USD 5800 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.
11. Are there any specific market keywords associated with the report?
Yes, the market keyword associated with the report is "Oil and Gas Industry in Uzbekistan," 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 Oil and Gas Industry in Uzbekistan 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 Oil and Gas Industry in Uzbekistan?
To stay informed about further developments, trends, and reports in the Oil and Gas Industry in Uzbekistan, 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