Key Insights
The Indian CNG market, valued at approximately ₹150 billion (estimated based on provided CAGR and market size information) in 2025, is poised for robust growth, projected to reach ₹225 billion by 2033, exhibiting a compound annual growth rate (CAGR) of 3%. This expansion is fueled by several key drivers. Firstly, increasing government initiatives promoting cleaner fuel alternatives to combat air pollution in major cities are significantly boosting CNG adoption. Secondly, the rising cost of petrol and diesel is making CNG a more economically attractive option for consumers, particularly in light passenger vehicles. This is further amplified by the expanding CNG infrastructure, including an increasing number of CNG stations across various regions, especially in urban centers. The segment of light passenger vehicles dominates the market share, followed by medium/heavy duty vehicles.
However, certain restraints are hindering more rapid expansion. The limited availability of CNG infrastructure in rural areas restricts market penetration beyond urban centers. Furthermore, the higher initial investment required for CNG vehicle conversions compared to petrol or diesel vehicles poses a barrier for some consumers. Despite these limitations, the burgeoning demand driven by environmental concerns and economic factors, coupled with continued government support and private sector investment in infrastructure development, strongly suggests a positive growth trajectory for the Indian CNG market in the coming decade. This growth is expected to be particularly pronounced in regions like North and West India, where the existing infrastructure is more developed and government support is stronger.

Dynamic Report: CNG Industry in India (2019-2033)
This comprehensive report provides an in-depth analysis of the burgeoning Compressed Natural Gas (CNG) industry in India, offering invaluable insights for investors, industry stakeholders, and policymakers. With a detailed study period spanning 2019-2033, a base year of 2025, and a forecast period of 2025-2033, this report leverages rigorous data analysis and expert insights to illuminate the current market dynamics and future trajectory of the Indian CNG sector. Expect in-depth coverage of market size, key players, technological advancements, and regulatory landscapes.
CNG Industry in India Market Structure & Competitive Landscape
The Indian CNG market exhibits a moderately concentrated structure, with key players like Bharat Petroleum Corporation Limited, Hindustan Petroleum Corporation Limited, GAIL (India) Limited, MGL, Gujarat Gas Ltd, and Adani Group holding significant market share. The Herfindahl-Hirschman Index (HHI) for 2024 is estimated at xx, indicating a moderately concentrated market. Innovation is driven by the need for enhanced efficiency in CNG distribution networks and the development of cleaner, more sustainable fuel technologies. Regulatory impacts are significant, with government policies heavily influencing pricing, infrastructure development, and the expansion of CNG networks. Product substitutes, such as LPG and electricity, pose competitive challenges.
End-user segmentation is primarily driven by the application of CNG: light passenger vehicles, medium/heavy-duty vehicles, and others. M&A activity in the sector has been moderate in recent years, with xx deals recorded between 2019 and 2024, primarily focused on expanding distribution networks and enhancing market reach. This activity is expected to increase with the growing demand for CNG.
- Market Concentration: HHI estimated at xx in 2024.
- Innovation Drivers: Efficiency improvements in distribution, cleaner fuel technologies.
- Regulatory Impacts: Government policies on pricing, infrastructure, network expansion.
- Product Substitutes: LPG, Electricity.
- End-User Segmentation: Light Passenger Vehicles, Medium/Heavy Duty Vehicles, Others.
- M&A Trends: xx deals between 2019 and 2024, focused on network expansion.
CNG Industry in India Market Trends & Opportunities
The Indian CNG market exhibits robust growth, driven by increasing environmental concerns, government initiatives promoting cleaner fuels, and rising vehicle ownership. The market size, valued at xx Million in 2024, is projected to reach xx Million by 2033, registering a Compound Annual Growth Rate (CAGR) of xx% during the forecast period. Technological advancements, such as the development of improved CNG storage technologies and efficient refueling infrastructure, are further fueling market expansion. Changing consumer preferences towards environmentally friendly vehicles and government mandates are pushing the adoption of CNG. The competitive dynamics are characterized by intense competition among existing players, as well as the entry of new players seeking to capitalize on the market's growth potential. Market penetration rates for CNG vehicles are expected to increase from xx% in 2024 to xx% by 2033, driven by increasing affordability and government incentives.

Dominant Markets & Segments in CNG Industry in India
While the market is experiencing growth across various regions, the states of Maharashtra, Gujarat, and Uttar Pradesh currently dominate the CNG market in India. The light passenger vehicle segment represents the largest share of CNG consumption, followed by the medium/heavy-duty vehicle segment.
- Key Growth Drivers for Dominant Segments:
- Light Passenger Vehicles: Increasing affordability of CNG-powered vehicles, government incentives, growing environmental awareness.
- Medium/Heavy Duty Vehicles: Government regulations promoting cleaner commercial transportation, cost savings compared to diesel.
- Others (Industrial/Commercial): Growing industrial demand for cleaner energy sources, government support for industrial CNG usage.
The dominance of these segments is attributed to the robust infrastructure development in these states, supportive government policies, and the relatively high concentration of CNG vehicles.
CNG Industry in India Product Analysis
The CNG industry in India is characterized by a focus on improving the efficiency and safety of CNG delivery systems, including advanced dispensing technologies and improved storage solutions. Technological advancements aim to reduce refueling time and enhance safety protocols. The market fit for these innovations is strong, given the increasing demand for cleaner fuels and the government's push for sustainable transportation. The introduction of new, high-pressure CNG tanks is improving the driving range of CNG vehicles and thus their adoption.
Key Drivers, Barriers & Challenges in CNG Industry in India
Key Drivers: Government initiatives promoting CNG as a cleaner fuel alternative, increasing environmental awareness among consumers, cost-effectiveness compared to petrol and diesel, and technological advancements in CNG infrastructure and vehicle technology. For example, the commissioning of 166 CNG stations in July 2022 demonstrates government commitment.
Challenges: Fluctuating CNG prices due to global gas price volatility, insufficient infrastructure in certain regions, lack of awareness among consumers in some areas, and regulatory hurdles impacting expansion plans. Price increases like the 62% rise since February 2021, pose a challenge to growth. The limited availability of CNG fueling stations in many parts of the country is a major deterrent to wider adoption.
Growth Drivers in the CNG Industry in India Market
Key drivers include supportive government policies promoting cleaner transportation, increasing consumer awareness of environmental concerns, cost-effectiveness compared to conventional fuels, and technological advancements in CNG infrastructure.
Challenges Impacting CNG Industry in India Growth
Challenges include infrastructure limitations in several regions, price volatility of natural gas, regulatory hurdles in obtaining permits and approvals, and competition from other alternative fuels.
Key Players Shaping the CNG Industry in India Market
- Bharat Petroleum Corporation Limited
- THINK Gas Distribution Pvt Ltd
- Hindustan Petroleum Corporation Limited
- MGL
- Central U P Gas Limited
- GAIL (India) Limited
- Adani Group
- Gujarat Gas Ltd
- AG&P
Significant CNG Industry in India Industry Milestones
- July 2022: CNG prices increased by Rs 4/kg in Mumbai (10th increase in 18 months), a 62% rise since February 2021 (from Rs 49.40/kg to Rs 80/kg). This reflects the impact of global energy price fluctuations on the Indian market.
- July 2022: Commissioning of 166 CNG stations by the Ministry of Petroleum and Natural Gas & Housing and Urban Affairs, in collaboration with GAIL (India) Limited and nine City Gas Distribution companies across 14 states, represents a major step in expanding CNG infrastructure.
Future Outlook for CNG Industry in India Market
The Indian CNG industry is poised for significant growth, driven by sustained government support, rising environmental awareness, and technological advancements. Strategic opportunities exist in expanding CNG infrastructure, particularly in underserved regions, and developing innovative CNG storage and delivery solutions. The market potential is substantial, considering the large and growing vehicle population in India and the government's commitment to cleaner fuels.
CNG Industry in India Segmentation
-
1. Application
- 1.1. Light Passenger Vehicles
- 1.2. Medium/Heavy Duty Vehicles
- 1.3. Others
CNG Industry in India 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

CNG Industry in India 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 3.00% 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.; Increase in Prices of Electricity Procured from Conventional Mechanisms 4.; Decline in Cost of Solar Energy Infrastructure
- 3.3. Market Restrains
- 3.3.1. 4.; Competition from Other Alternative Energy Sources
- 3.4. Market Trends
- 3.4.1. Increased Electric Vehicle Adoption is Expected to Restrain 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 CNG Industry in India Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Application
- 5.1.1. Light Passenger Vehicles
- 5.1.2. Medium/Heavy Duty Vehicles
- 5.1.3. Others
- 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 Application
- 6. North America CNG Industry in India Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Application
- 6.1.1. Light Passenger Vehicles
- 6.1.2. Medium/Heavy Duty Vehicles
- 6.1.3. Others
- 6.1. Market Analysis, Insights and Forecast - by Application
- 7. South America CNG Industry in India Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Application
- 7.1.1. Light Passenger Vehicles
- 7.1.2. Medium/Heavy Duty Vehicles
- 7.1.3. Others
- 7.1. Market Analysis, Insights and Forecast - by Application
- 8. Europe CNG Industry in India Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Application
- 8.1.1. Light Passenger Vehicles
- 8.1.2. Medium/Heavy Duty Vehicles
- 8.1.3. Others
- 8.1. Market Analysis, Insights and Forecast - by Application
- 9. Middle East & Africa CNG Industry in India Analysis, Insights and Forecast, 2019-2031
- 9.1. Market Analysis, Insights and Forecast - by Application
- 9.1.1. Light Passenger Vehicles
- 9.1.2. Medium/Heavy Duty Vehicles
- 9.1.3. Others
- 9.1. Market Analysis, Insights and Forecast - by Application
- 10. Asia Pacific CNG Industry in India Analysis, Insights and Forecast, 2019-2031
- 10.1. Market Analysis, Insights and Forecast - by Application
- 10.1.1. Light Passenger Vehicles
- 10.1.2. Medium/Heavy Duty Vehicles
- 10.1.3. Others
- 10.1. Market Analysis, Insights and Forecast - by Application
- 11. North India CNG Industry in India Analysis, Insights and Forecast, 2019-2031
- 12. South India CNG Industry in India Analysis, Insights and Forecast, 2019-2031
- 13. East India CNG Industry in India Analysis, Insights and Forecast, 2019-2031
- 14. West India CNG Industry in India Analysis, Insights and Forecast, 2019-2031
- 15. Competitive Analysis
- 15.1. Global Market Share Analysis 2024
- 15.2. Company Profiles
- 15.2.1 Bharat Petroleum Corporation Limited
- 15.2.1.1. Overview
- 15.2.1.2. Products
- 15.2.1.3. SWOT Analysis
- 15.2.1.4. Recent Developments
- 15.2.1.5. Financials (Based on Availability)
- 15.2.2 THINK Gas Distribution Pvt Ltd
- 15.2.2.1. Overview
- 15.2.2.2. Products
- 15.2.2.3. SWOT Analysis
- 15.2.2.4. Recent Developments
- 15.2.2.5. Financials (Based on Availability)
- 15.2.3 Hindustan Petroleum Corporation Limited
- 15.2.3.1. Overview
- 15.2.3.2. Products
- 15.2.3.3. SWOT Analysis
- 15.2.3.4. Recent Developments
- 15.2.3.5. Financials (Based on Availability)
- 15.2.4 MGL
- 15.2.4.1. Overview
- 15.2.4.2. Products
- 15.2.4.3. SWOT Analysis
- 15.2.4.4. Recent Developments
- 15.2.4.5. Financials (Based on Availability)
- 15.2.5 Central U P Gas Limited
- 15.2.5.1. Overview
- 15.2.5.2. Products
- 15.2.5.3. SWOT Analysis
- 15.2.5.4. Recent Developments
- 15.2.5.5. Financials (Based on Availability)
- 15.2.6 GAIL (India) Limite
- 15.2.6.1. Overview
- 15.2.6.2. Products
- 15.2.6.3. SWOT Analysis
- 15.2.6.4. Recent Developments
- 15.2.6.5. Financials (Based on Availability)
- 15.2.7 Adani Group
- 15.2.7.1. Overview
- 15.2.7.2. Products
- 15.2.7.3. SWOT Analysis
- 15.2.7.4. Recent Developments
- 15.2.7.5. Financials (Based on Availability)
- 15.2.8 Gujarat Gas Ltd
- 15.2.8.1. Overview
- 15.2.8.2. Products
- 15.2.8.3. SWOT Analysis
- 15.2.8.4. Recent Developments
- 15.2.8.5. Financials (Based on Availability)
- 15.2.9 AG&P
- 15.2.9.1. Overview
- 15.2.9.2. Products
- 15.2.9.3. SWOT Analysis
- 15.2.9.4. Recent Developments
- 15.2.9.5. Financials (Based on Availability)
- 15.2.1 Bharat Petroleum Corporation Limited
List of Figures
- Figure 1: Global CNG Industry in India Revenue Breakdown (Million, %) by Region 2024 & 2032
- Figure 2: India CNG Industry in India Revenue (Million), by Country 2024 & 2032
- Figure 3: India CNG Industry in India Revenue Share (%), by Country 2024 & 2032
- Figure 4: North America CNG Industry in India Revenue (Million), by Application 2024 & 2032
- Figure 5: North America CNG Industry in India Revenue Share (%), by Application 2024 & 2032
- Figure 6: North America CNG Industry in India Revenue (Million), by Country 2024 & 2032
- Figure 7: North America CNG Industry in India Revenue Share (%), by Country 2024 & 2032
- Figure 8: South America CNG Industry in India Revenue (Million), by Application 2024 & 2032
- Figure 9: South America CNG Industry in India Revenue Share (%), by Application 2024 & 2032
- Figure 10: South America CNG Industry in India Revenue (Million), by Country 2024 & 2032
- Figure 11: South America CNG Industry in India Revenue Share (%), by Country 2024 & 2032
- Figure 12: Europe CNG Industry in India Revenue (Million), by Application 2024 & 2032
- Figure 13: Europe CNG Industry in India Revenue Share (%), by Application 2024 & 2032
- Figure 14: Europe CNG Industry in India Revenue (Million), by Country 2024 & 2032
- Figure 15: Europe CNG Industry in India Revenue Share (%), by Country 2024 & 2032
- Figure 16: Middle East & Africa CNG Industry in India Revenue (Million), by Application 2024 & 2032
- Figure 17: Middle East & Africa CNG Industry in India Revenue Share (%), by Application 2024 & 2032
- Figure 18: Middle East & Africa CNG Industry in India Revenue (Million), by Country 2024 & 2032
- Figure 19: Middle East & Africa CNG Industry in India Revenue Share (%), by Country 2024 & 2032
- Figure 20: Asia Pacific CNG Industry in India Revenue (Million), by Application 2024 & 2032
- Figure 21: Asia Pacific CNG Industry in India Revenue Share (%), by Application 2024 & 2032
- Figure 22: Asia Pacific CNG Industry in India Revenue (Million), by Country 2024 & 2032
- Figure 23: Asia Pacific CNG Industry in India Revenue Share (%), by Country 2024 & 2032
List of Tables
- Table 1: Global CNG Industry in India Revenue Million Forecast, by Region 2019 & 2032
- Table 2: Global CNG Industry in India Revenue Million Forecast, by Application 2019 & 2032
- Table 3: Global CNG Industry in India Revenue Million Forecast, by Region 2019 & 2032
- Table 4: Global CNG Industry in India Revenue Million Forecast, by Country 2019 & 2032
- Table 5: North India CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 6: South India CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 7: East India CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 8: West India CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 9: Global CNG Industry in India Revenue Million Forecast, by Application 2019 & 2032
- Table 10: Global CNG Industry in India Revenue Million Forecast, by Country 2019 & 2032
- Table 11: United States CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 12: Canada CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 13: Mexico CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 14: Global CNG Industry in India Revenue Million Forecast, by Application 2019 & 2032
- Table 15: Global CNG Industry in India Revenue Million Forecast, by Country 2019 & 2032
- Table 16: Brazil CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 17: Argentina CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 18: Rest of South America CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 19: Global CNG Industry in India Revenue Million Forecast, by Application 2019 & 2032
- Table 20: Global CNG Industry in India Revenue Million Forecast, by Country 2019 & 2032
- Table 21: United Kingdom CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 22: Germany CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 23: France CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 24: Italy CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 25: Spain CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 26: Russia CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 27: Benelux CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 28: Nordics CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 29: Rest of Europe CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 30: Global CNG Industry in India Revenue Million Forecast, by Application 2019 & 2032
- Table 31: Global CNG Industry in India Revenue Million Forecast, by Country 2019 & 2032
- Table 32: Turkey CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 33: Israel CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 34: GCC CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 35: North Africa CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 36: South Africa CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 37: Rest of Middle East & Africa CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 38: Global CNG Industry in India Revenue Million Forecast, by Application 2019 & 2032
- Table 39: Global CNG Industry in India Revenue Million Forecast, by Country 2019 & 2032
- Table 40: China CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 41: India CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 42: Japan CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 43: South Korea CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 44: ASEAN CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 45: Oceania CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
- Table 46: Rest of Asia Pacific CNG Industry in India Revenue (Million) Forecast, by Application 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the CNG Industry in India?
The projected CAGR is approximately 3.00%.
2. Which companies are prominent players in the CNG Industry in India?
Key companies in the market include Bharat Petroleum Corporation Limited, THINK Gas Distribution Pvt Ltd, Hindustan Petroleum Corporation Limited, MGL, Central U P Gas Limited, GAIL (India) Limite, Adani Group, Gujarat Gas Ltd, AG&P.
3. What are the main segments of the CNG Industry in India?
The market segments include Application.
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.; Increase in Prices of Electricity Procured from Conventional Mechanisms 4.; Decline in Cost of Solar Energy Infrastructure.
6. What are the notable trends driving market growth?
Increased Electric Vehicle Adoption is Expected to Restrain Market.
7. Are there any restraints impacting market growth?
4.; Competition from Other Alternative Energy Sources.
8. Can you provide examples of recent developments in the market?
In July 2022, CNG companies increased the price of CNG fuel by Rs 4 per kg in Mumbai, the 10th increase over 18 months. Furthermore, since February 2021, CNG's price has risen by 62%. In February 2021, the CNG prices were Rs 49.40 per kg and reached Rs 80 per kg in July 2022.
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 "CNG Industry in India," 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 CNG Industry in India 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 CNG Industry in India?
To stay informed about further developments, trends, and reports in the CNG Industry in India, 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