Key Insights
The South American generator sets market, valued at approximately $X million in 2025 (assuming a logical market size based on global trends and regional economic activity), is projected to experience robust growth, exceeding a 2.5% CAGR through 2033. This expansion is fueled by several key factors. Increasing industrialization and urbanization across Brazil and Argentina, the two largest economies in South America, are driving demand for reliable power backup solutions, particularly in sectors such as manufacturing, construction, and healthcare. Furthermore, frequent power outages and unreliable electricity grids in many regions create a significant need for generator sets, especially among residential and commercial consumers. The growing adoption of renewable energy sources, while promising long-term sustainability, also contributes to the market's growth by requiring backup power during periods of low solar or wind energy generation. However, economic volatility in some South American nations and fluctuating fuel prices pose potential restraints on market growth. The market segmentation reveals strong demand across all fuel types, with diesel generators currently dominating due to their established infrastructure and wider availability. However, the increasing focus on environmental sustainability might lead to a gradual shift towards natural gas and alternative fuel-based generators in the coming years. This shift is particularly relevant in urban areas with stricter emission regulations. The competitive landscape involves a mix of global and regional players, each vying for market share with a range of offerings tailored to specific regional requirements.
The market's growth trajectory is expected to be largely influenced by government policies promoting infrastructure development and industrial growth in the region. Investments in renewable energy infrastructure will indirectly impact the generator set market by creating demand for backup power solutions. Regional economic stability and the price of fuel will play crucial roles in shaping the future growth trajectory. While diesel currently holds the largest share, the market is ripe for diversification, driven by factors including environmental concerns, technological advancements in alternative fuels, and government regulations favouring cleaner energy solutions. Brazil and Argentina will remain the primary drivers of market expansion, with the "Rest of South America" segment exhibiting moderate growth fueled by emerging industrialization and urbanization. The long-term outlook for the South American generator sets market remains positive, with opportunities for growth largely determined by the aforementioned factors.

South America Generator Sets Industry: A Comprehensive Market Report (2019-2033)
This in-depth report provides a comprehensive analysis of the South America Generator Sets industry, offering invaluable insights for businesses, investors, and policymakers. Covering the period from 2019 to 2033, with a focus on 2025, this report unveils the market's structure, trends, and future outlook. It leverages extensive data analysis to forecast market growth and identify key opportunities and challenges within this dynamic sector.
South America Generator Sets Industry Market Structure & Competitive Landscape
This section analyzes the competitive landscape of the South America generator sets market, encompassing market concentration, innovation drivers, regulatory impacts, product substitutes, end-user segmentation, and M&A trends. The market exhibits a moderately concentrated structure, with the top five players holding an estimated xx% market share in 2025. Key players include Deere & Company, Kohler Co, Atlas Copco AB, Briggs & Stratton Corporation, Caterpillar Inc, Cummins Inc, Himoinsa (Yanmar Co Ltd ), PR INDUSTRIAL srl (PRAMAC), Generac Holdings Inc, and Aggreko plc.
- Market Concentration: The Herfindahl-Hirschman Index (HHI) is estimated at xx in 2025, indicating a moderately concentrated market.
- Innovation Drivers: Stringent emission regulations and the rising demand for energy-efficient solutions are driving innovation in generator technology.
- Regulatory Impacts: Government policies promoting renewable energy and energy efficiency influence the adoption of generator sets. Fluctuations in fuel prices also significantly impact market dynamics.
- Product Substitutes: Solar power systems and uninterrupted power supply (UPS) systems present competition to generator sets in certain applications.
- End-User Segmentation: The market is segmented into residential, commercial, and industrial end-users, with industrial applications representing the largest share.
- M&A Trends: The past five years have witnessed xx M&A deals in the South American generator sets market, primarily driven by companies seeking to expand their geographic reach and product portfolios.
South America Generator Sets Industry Market Trends & Opportunities
The South American generator sets market is projected to experience significant growth during the forecast period (2025-2033). The market size is estimated at $XX Million in 2025 and is forecast to reach $XX Million by 2033, exhibiting a Compound Annual Growth Rate (CAGR) of xx%. This growth is primarily driven by increasing electricity demand, particularly in the industrial and commercial sectors, coupled with frequent power outages and unreliable grid infrastructure across several South American countries. Technological advancements, such as the integration of smart technologies and improved fuel efficiency, are also contributing to market growth. Consumer preferences are shifting towards quieter, more environmentally friendly generators, impacting product development and marketing strategies. Competitive dynamics are characterized by intense competition among both local and international players, leading to price wars and product innovation. Market penetration rates vary considerably across different segments and countries, with higher penetration observed in regions with less reliable power grids.

Dominant Markets & Segments in South America Generator Sets Industry
Brazil and other regions with high population density, and industrial and commercial development are leading the South American generator sets market. Diesel generator sets currently dominate the fuel type segment due to their high power output and cost-effectiveness. The industrial end-user segment is the largest, driven by the growing industrial sector and the need for reliable backup power.
Key Growth Drivers:
- Brazil's Expanding Industrial Base: The substantial industrial sector in Brazil fuels the demand for reliable power backup solutions.
- Infrastructure Development: Ongoing infrastructure projects across South America create substantial opportunities for generator sets.
- Government Initiatives: Policies encouraging industrialization and economic development indirectly contribute to market growth.
- Unreliable Power Grids: Frequent power outages in many South American countries necessitate the use of backup power generators.
Market Dominance Analysis:
The industrial segment is currently the largest and fastest growing market sector. The diesel fuel type holds the largest market share, and Brazil remains the dominant market by country.
South America Generator Sets Industry Product Analysis
Technological advancements in generator sets focus on enhancing fuel efficiency, reducing noise pollution, and improving reliability. Innovations include the integration of advanced control systems, improved engine designs, and the use of alternative fuels. These advancements are enhancing market fit by addressing customer demands for cleaner, quieter, and more cost-effective solutions. Products are tailored to specific end-user needs, with different specifications for residential, commercial, and industrial applications.
Key Drivers, Barriers & Challenges in South America Generator Sets Industry
Key Drivers:
- Rising Energy Demand: Increased industrialization and urbanization drive up electricity demand, necessitating reliable backup power.
- Economic Growth: Sustained economic expansion in several South American countries boosts investments in infrastructure and industrial projects.
- Government Regulations: Stricter emission regulations are promoting the adoption of cleaner and more efficient generator sets.
Challenges and Restraints:
- Fluctuating Fuel Prices: Fuel price volatility negatively impacts operating costs and overall profitability.
- Supply Chain Disruptions: Global supply chain issues impact the availability of components and increase manufacturing costs.
- Economic Instability: Economic downturns in some South American countries can reduce investment in generator sets.
Growth Drivers in the South America Generator Sets Industry Market
Economic growth, urbanization, and industrial expansion in several South American countries are key drivers. Furthermore, increased awareness of energy security concerns and the need for reliable backup power supply are further boosting market growth. Government regulations promoting energy efficiency also contribute positively.
Challenges Impacting South America Generator Sets Industry Growth
Economic instability in some regions, fluctuating fuel prices, and the availability of alternative power solutions are challenges. Supply chain issues, particularly related to import of components, also pose a significant barrier.
Key Players Shaping the South America Generator Sets Industry Market
- Deere & Company
- Kohler Co
- Atlas Copco AB
- Briggs & Stratton Corporation
- Caterpillar Inc
- Cummins Inc
- Himoinsa (Yanmar Co Ltd )
- PR INDUSTRIAL srl (PRAMAC)
- Generac Holdings Inc
- Aggreko plc
Significant South America Generator Sets Industry Industry Milestones
- September 2022: Zeittec, a Brazilian firm, equipped its data center with generators to ensure operational continuity during power outages. This highlights the growing importance of reliable backup power solutions for critical infrastructure.
Future Outlook for South America Generator Sets Industry Market
The South American generator sets market is poised for continued growth, driven by long-term economic expansion, urbanization, and industrialization. Strategic opportunities exist in developing energy-efficient and environmentally friendly generator technologies. Further market penetration is expected, particularly in regions with unreliable grid infrastructure. The increasing adoption of renewable energy sources may present both challenges and opportunities for the industry.
South America Generator Sets Industry Segmentation
-
1. Fuel Type
- 1.1. Diesel
- 1.2. Natural Gas
- 1.3. Others
-
2. End-User
- 2.1. Residential
- 2.2. Commercial
- 2.3. Industrial
-
3. Geography
- 3.1. Brazil
- 3.2. Argentina
- 3.3. Chile
- 3.4. Rest of the South America
South America Generator Sets Industry Segmentation By Geography
- 1. Brazil
- 2. Argentina
- 3. Chile
- 4. Rest of the South America

South America Generator Sets Industry 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 > 2.50% 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.; Reduction in Energy Bills Due to Self-Power Consumption4.; Increasing Installation of Solar PV Modules in Residential Segment
- 3.3. Market Restrains
- 3.3.1. 4.; High Installation Cost as Compared to Rooftop PV Systems
- 3.4. Market Trends
- 3.4.1. Diesel Segment Expected 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. South America Generator Sets Industry Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Fuel Type
- 5.1.1. Diesel
- 5.1.2. Natural Gas
- 5.1.3. Others
- 5.2. Market Analysis, Insights and Forecast - by End-User
- 5.2.1. Residential
- 5.2.2. Commercial
- 5.2.3. Industrial
- 5.3. Market Analysis, Insights and Forecast - by Geography
- 5.3.1. Brazil
- 5.3.2. Argentina
- 5.3.3. Chile
- 5.3.4. Rest of the South America
- 5.4. Market Analysis, Insights and Forecast - by Region
- 5.4.1. Brazil
- 5.4.2. Argentina
- 5.4.3. Chile
- 5.4.4. Rest of the South America
- 5.1. Market Analysis, Insights and Forecast - by Fuel Type
- 6. Brazil South America Generator Sets Industry Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Fuel Type
- 6.1.1. Diesel
- 6.1.2. Natural Gas
- 6.1.3. Others
- 6.2. Market Analysis, Insights and Forecast - by End-User
- 6.2.1. Residential
- 6.2.2. Commercial
- 6.2.3. Industrial
- 6.3. Market Analysis, Insights and Forecast - by Geography
- 6.3.1. Brazil
- 6.3.2. Argentina
- 6.3.3. Chile
- 6.3.4. Rest of the South America
- 6.1. Market Analysis, Insights and Forecast - by Fuel Type
- 7. Argentina South America Generator Sets Industry Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Fuel Type
- 7.1.1. Diesel
- 7.1.2. Natural Gas
- 7.1.3. Others
- 7.2. Market Analysis, Insights and Forecast - by End-User
- 7.2.1. Residential
- 7.2.2. Commercial
- 7.2.3. Industrial
- 7.3. Market Analysis, Insights and Forecast - by Geography
- 7.3.1. Brazil
- 7.3.2. Argentina
- 7.3.3. Chile
- 7.3.4. Rest of the South America
- 7.1. Market Analysis, Insights and Forecast - by Fuel Type
- 8. Chile South America Generator Sets Industry Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Fuel Type
- 8.1.1. Diesel
- 8.1.2. Natural Gas
- 8.1.3. Others
- 8.2. Market Analysis, Insights and Forecast - by End-User
- 8.2.1. Residential
- 8.2.2. Commercial
- 8.2.3. Industrial
- 8.3. Market Analysis, Insights and Forecast - by Geography
- 8.3.1. Brazil
- 8.3.2. Argentina
- 8.3.3. Chile
- 8.3.4. Rest of the South America
- 8.1. Market Analysis, Insights and Forecast - by Fuel Type
- 9. Rest of the South America South America Generator Sets Industry Analysis, Insights and Forecast, 2019-2031
- 9.1. Market Analysis, Insights and Forecast - by Fuel Type
- 9.1.1. Diesel
- 9.1.2. Natural Gas
- 9.1.3. Others
- 9.2. Market Analysis, Insights and Forecast - by End-User
- 9.2.1. Residential
- 9.2.2. Commercial
- 9.2.3. Industrial
- 9.3. Market Analysis, Insights and Forecast - by Geography
- 9.3.1. Brazil
- 9.3.2. Argentina
- 9.3.3. Chile
- 9.3.4. Rest of the South America
- 9.1. Market Analysis, Insights and Forecast - by Fuel Type
- 10. Brazil South America Generator Sets Industry Analysis, Insights and Forecast, 2019-2031
- 11. Argentina South America Generator Sets Industry Analysis, Insights and Forecast, 2019-2031
- 12. Rest of South America South America Generator Sets Industry Analysis, Insights and Forecast, 2019-2031
- 13. Competitive Analysis
- 13.1. Market Share Analysis 2024
- 13.2. Company Profiles
- 13.2.1 Deere & Company
- 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 Kohler Co
- 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 Atlas Copco AB
- 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 Briggs & Stratton Corporation
- 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 Caterpillar 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 Cummins Inc
- 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 Himoinsa (Yanmar Co Ltd )
- 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 PR INDUSTRIAL srl (PRAMAC)
- 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 Generac Holdings Inc
- 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 Aggreko plc
- 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)
- 13.2.1 Deere & Company
List of Figures
- Figure 1: South America Generator Sets Industry Revenue Breakdown (Million, %) by Product 2024 & 2032
- Figure 2: South America Generator Sets Industry Share (%) by Company 2024
List of Tables
- Table 1: South America Generator Sets Industry Revenue Million Forecast, by Region 2019 & 2032
- Table 2: South America Generator Sets Industry Volume K Unit Forecast, by Region 2019 & 2032
- Table 3: South America Generator Sets Industry Revenue Million Forecast, by Fuel Type 2019 & 2032
- Table 4: South America Generator Sets Industry Volume K Unit Forecast, by Fuel Type 2019 & 2032
- Table 5: South America Generator Sets Industry Revenue Million Forecast, by End-User 2019 & 2032
- Table 6: South America Generator Sets Industry Volume K Unit Forecast, by End-User 2019 & 2032
- Table 7: South America Generator Sets Industry Revenue Million Forecast, by Geography 2019 & 2032
- Table 8: South America Generator Sets Industry Volume K Unit Forecast, by Geography 2019 & 2032
- Table 9: South America Generator Sets Industry Revenue Million Forecast, by Region 2019 & 2032
- Table 10: South America Generator Sets Industry Volume K Unit Forecast, by Region 2019 & 2032
- Table 11: South America Generator Sets Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 12: South America Generator Sets Industry Volume K Unit Forecast, by Country 2019 & 2032
- Table 13: Brazil South America Generator Sets Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 14: Brazil South America Generator Sets Industry Volume (K Unit) Forecast, by Application 2019 & 2032
- Table 15: Argentina South America Generator Sets Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 16: Argentina South America Generator Sets Industry Volume (K Unit) Forecast, by Application 2019 & 2032
- Table 17: Rest of South America South America Generator Sets Industry Revenue (Million) Forecast, by Application 2019 & 2032
- Table 18: Rest of South America South America Generator Sets Industry Volume (K Unit) Forecast, by Application 2019 & 2032
- Table 19: South America Generator Sets Industry Revenue Million Forecast, by Fuel Type 2019 & 2032
- Table 20: South America Generator Sets Industry Volume K Unit Forecast, by Fuel Type 2019 & 2032
- Table 21: South America Generator Sets Industry Revenue Million Forecast, by End-User 2019 & 2032
- Table 22: South America Generator Sets Industry Volume K Unit Forecast, by End-User 2019 & 2032
- Table 23: South America Generator Sets Industry Revenue Million Forecast, by Geography 2019 & 2032
- Table 24: South America Generator Sets Industry Volume K Unit Forecast, by Geography 2019 & 2032
- Table 25: South America Generator Sets Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 26: South America Generator Sets Industry Volume K Unit Forecast, by Country 2019 & 2032
- Table 27: South America Generator Sets Industry Revenue Million Forecast, by Fuel Type 2019 & 2032
- Table 28: South America Generator Sets Industry Volume K Unit Forecast, by Fuel Type 2019 & 2032
- Table 29: South America Generator Sets Industry Revenue Million Forecast, by End-User 2019 & 2032
- Table 30: South America Generator Sets Industry Volume K Unit Forecast, by End-User 2019 & 2032
- Table 31: South America Generator Sets Industry Revenue Million Forecast, by Geography 2019 & 2032
- Table 32: South America Generator Sets Industry Volume K Unit Forecast, by Geography 2019 & 2032
- Table 33: South America Generator Sets Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 34: South America Generator Sets Industry Volume K Unit Forecast, by Country 2019 & 2032
- Table 35: South America Generator Sets Industry Revenue Million Forecast, by Fuel Type 2019 & 2032
- Table 36: South America Generator Sets Industry Volume K Unit Forecast, by Fuel Type 2019 & 2032
- Table 37: South America Generator Sets Industry Revenue Million Forecast, by End-User 2019 & 2032
- Table 38: South America Generator Sets Industry Volume K Unit Forecast, by End-User 2019 & 2032
- Table 39: South America Generator Sets Industry Revenue Million Forecast, by Geography 2019 & 2032
- Table 40: South America Generator Sets Industry Volume K Unit Forecast, by Geography 2019 & 2032
- Table 41: South America Generator Sets Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 42: South America Generator Sets Industry Volume K Unit Forecast, by Country 2019 & 2032
- Table 43: South America Generator Sets Industry Revenue Million Forecast, by Fuel Type 2019 & 2032
- Table 44: South America Generator Sets Industry Volume K Unit Forecast, by Fuel Type 2019 & 2032
- Table 45: South America Generator Sets Industry Revenue Million Forecast, by End-User 2019 & 2032
- Table 46: South America Generator Sets Industry Volume K Unit Forecast, by End-User 2019 & 2032
- Table 47: South America Generator Sets Industry Revenue Million Forecast, by Geography 2019 & 2032
- Table 48: South America Generator Sets Industry Volume K Unit Forecast, by Geography 2019 & 2032
- Table 49: South America Generator Sets Industry Revenue Million Forecast, by Country 2019 & 2032
- Table 50: South America Generator Sets Industry Volume K Unit Forecast, by Country 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the South America Generator Sets Industry?
The projected CAGR is approximately > 2.50%.
2. Which companies are prominent players in the South America Generator Sets Industry?
Key companies in the market include Deere & Company, Kohler Co, Atlas Copco AB, Briggs & Stratton Corporation, Caterpillar Inc, Cummins Inc, Himoinsa (Yanmar Co Ltd ), PR INDUSTRIAL srl (PRAMAC), Generac Holdings Inc, Aggreko plc.
3. What are the main segments of the South America Generator Sets Industry?
The market segments include Fuel Type, End-User, 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?
4.; Reduction in Energy Bills Due to Self-Power Consumption4.; Increasing Installation of Solar PV Modules in Residential Segment.
6. What are the notable trends driving market growth?
Diesel Segment Expected to Dominate the Market.
7. Are there any restraints impacting market growth?
4.; High Installation Cost as Compared to Rooftop PV Systems.
8. Can you provide examples of recent developments in the market?
September 2022: Zeittec, a Brazilian firm, equipped its data center with generators to avoid downtime in case of blackouts to maintain consistency in the operational process during failures. The data center was built in three months for Sebrae-PR, the Brazilian Micro and Small Business Support Service in Curitiba.
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 K Unit.
11. Are there any specific market keywords associated with the report?
Yes, the market keyword associated with the report is "South America Generator Sets Industry," 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 South America Generator Sets Industry 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 South America Generator Sets Industry?
To stay informed about further developments, trends, and reports in the South America Generator Sets Industry, 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