Global Barium Petroleum Sulfonate Market 2018 by Manufacturers, Regions, Type and Application, Forecast to 2023

$3,480

Barium Petroleum Sulfonate is extracted from petroleum oil fraction by sulfonation, alcohol water extraction and barium salt saponification, and then refined finally. It is used as an anti-corrosion additive for anti-rust oil.

Scope of the Report:

This report focuses on the Barium Petroleum Sulfonate in global market, especially in North America, Europe and Asia-Pacific, South America, Middle East and Africa. This report categorizes the market based on manufacturers, regions, type and application.

North America dominated the global barium petroleum sulfonate consumption market over the recent years. This trend is presumed to continue on account of extensive drilling operations being carried out in these regions. Fervent shale gas exploration in North America is expected to assist the regional market. Middle East & Africa are presumed to witness rapid rise in consumption owing to massive onshore and offshore hydrocarbon discoveries. Ardent initiatives by governments to develop their domestic hydrocarbon scenario, especially in countries with high energy consumption such as China, India, Brazil, and the U.S, are expected to drive the respective regional markets.

The worldwide market for Barium Petroleum Sulfonate is expected to grow at a CAGR of roughly xx% over the next five years, will reach xx million US$ in 2023, from xx million US$ in 2017, according to a new GIR (Global Info Research) study.

Market Segment by Manufacturers, this report covers

Chemtura

MORESCO Corporation

Ganesh Benzoplast Limited

Eastern Petroleum Private Limited

Wilterng Chemicals Ltd

Unicorn Petroleum Industries

Xinji Rongchao Petroleum Chemical

Xinji Beifang Huagong

Tianyu Petroleum Additive

Nanjing Runyou Chemical industry Additive

Wuxi Qilian Petrochemical

Danyang Boer Oil Additive

Xinji Jiangyang Chemical

Market Segment by Regions, regional analysis covers

North America (United States, Canada and Mexico)

Europe (Germany, France, UK, Russia and Italy)

Asia-Pacific (China, Japan, Korea, India and Southeast Asia)

South America (Brazil, Argentina, Colombia etc.)

Middle East and Africa (Saudi Arabia, UAE, Egypt, Nigeria and South Africa)

Market Segment by Type, covers

Solid

Liquid

Market Segment by Applications, can be divided into

Rust Preventatives

Coatings and Greases

Greases

Slushing Oils

Hydraulic Fluids

Other

There are 15 Chapters to deeply display the global Barium Petroleum Sulfonate market.

Chapter 1, to describe Barium Petroleum Sulfonate Introduction, product scope, market overview, market opportunities, market risk, market driving force;

Chapter 2, to analyze the top manufacturers of Barium Petroleum Sulfonate, with sales, revenue, and price of Barium Petroleum Sulfonate, in 2016 and 2017;

Chapter 3, to display the competitive situation among the top manufacturers, with sales, revenue and market share in 2016 and 2017;

Chapter 4, to show the global market by regions, with sales, revenue and market share of Barium Petroleum Sulfonate, for each region, from 2013 to 2018;

Chapter 5, 6, 7, 8 and 9, to analyze the market by countries, by type, by application and by manufacturers, with sales, revenue and market share by key countries in these regions;

Chapter 10 and 11, to show the market by type and application, with sales market share and growth rate by type, application, from 2013 to 2018;

Chapter 12, Barium Petroleum Sulfonate market forecast, by regions, type and application, with sales and revenue, from 2018 to 2023;

Chapter 13, 14 and 15, to describe Barium Petroleum Sulfonate sales channel, distributors, traders, dealers, Research Findings and Conclusion, appendix and data source

Table of Contents

1 Market Overview

1.1 Barium Petroleum Sulfonate Introduction

1.2 Market Analysis by Type

1.2.1 Solid

1.2.2 Liquid

1.3 Market Analysis by Applications

1.3.1 Rust Preventatives

1.3.2 Coatings and Greases

1.3.3 Greases

1.3.4 Slushing Oils

1.3.5 Hydraulic Fluids

1.3.6 Other

1.4 Market Analysis by Regions

1.4.1 North America (United States, Canada and Mexico)

1.4.1.1 United States Market States and Outlook (2013-2023)

1.4.1.2 Canada Market States and Outlook (2013-2023)

1.4.1.3 Mexico Market States and Outlook (2013-2023)

1.4.2 Europe (Germany, France, UK, Russia and Italy)

1.4.2.1 Germany Market States and Outlook (2013-2023)

1.4.2.2 France Market States and Outlook (2013-2023)

1.4.2.3 UK Market States and Outlook (2013-2023)

1.4.2.4 Russia Market States and Outlook (2013-2023)

1.4.2.5 Italy Market States and Outlook (2013-2023)

1.4.3 Asia-Pacific (China, Japan, Korea, India and Southeast Asia)

1.4.3.1 China Market States and Outlook (2013-2023)

1.4.3.2 Japan Market States and Outlook (2013-2023)

1.4.3.3 Korea Market States and Outlook (2013-2023)

1.4.3.4 India Market States and Outlook (2013-2023)

1.4.3.5 Southeast Asia Market States and Outlook (2013-2023)

1.4.4 South America, Middle East and Africa

1.4.4.1 Brazil Market States and Outlook (2013-2023)

1.4.4.2 Egypt Market States and Outlook (2013-2023)

1.4.4.3 Saudi Arabia Market States and Outlook (2013-2023)

1.4.4.4 South Africa Market States and Outlook (2013-2023)

1.4.4.5 Nigeria Market States and Outlook (2013-2023)

1.5 Market Dynamics

1.5.1 Market Opportunities

1.5.2 Market Risk

1.5.3 Market Driving Force

2 Manufacturers Profiles

2.1 Chemtura

2.1.1 Business Overview

2.1.2 Barium Petroleum Sulfonate Type and Applications

2.1.2.1 Product A

2.1.2.2 Product B

2.1.3 Chemtura Barium Petroleum Sulfonate Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)

2.2 MORESCO Corporation

2.2.1 Business Overview

2.2.2 Barium Petroleum Sulfonate Type and Applications

2.2.2.1 Product A

2.2.2.2 Product B

2.2.3 MORESCO Corporation Barium Petroleum Sulfonate Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)

2.3 Ganesh Benzoplast Limited

2.3.1 Business Overview

2.3.2 Barium Petroleum Sulfonate Type and Applications

2.3.2.1 Product A

2.3.2.2 Product B

2.3.3 Ganesh Benzoplast Limited Barium Petroleum Sulfonate Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)

2.4 Eastern Petroleum Private Limited

2.4.1 Business Overview

2.4.2 Barium Petroleum Sulfonate Type and Applications

2.4.2.1 Product A

2.4.2.2 Product B

2.4.3 Eastern Petroleum Private Limited Barium Petroleum Sulfonate Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)

2.5 Wilterng Chemicals Ltd

2.5.1 Business Overview

2.5.2 Barium Petroleum Sulfonate Type and Applications

2.5.2.1 Product A

2.5.2.2 Product B

2.5.3 Wilterng Chemicals Ltd Barium Petroleum Sulfonate Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)

2.6 Unicorn Petroleum Industries

2.6.1 Business Overview

2.6.2 Barium Petroleum Sulfonate Type and Applications

2.6.2.1 Product A

2.6.2.2 Product B

2.6.3 Unicorn Petroleum Industries Barium Petroleum Sulfonate Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)

2.7 Xinji Rongchao Petroleum Chemical

2.7.1 Business Overview

2.7.2 Barium Petroleum Sulfonate Type and Applications

2.7.2.1 Product A

2.7.2.2 Product B

2.7.3 Xinji Rongchao Petroleum Chemical Barium Petroleum Sulfonate Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)

2.8 Xinji Beifang Huagong

2.8.1 Business Overview

2.8.2 Barium Petroleum Sulfonate Type and Applications

2.8.2.1 Product A

2.8.2.2 Product B

2.8.3 Xinji Beifang Huagong Barium Petroleum Sulfonate Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)

2.9 Tianyu Petroleum Additive

2.9.1 Business Overview

2.9.2 Barium Petroleum Sulfonate Type and Applications

2.9.2.1 Product A

2.9.2.2 Product B

2.9.3 Tianyu Petroleum Additive Barium Petroleum Sulfonate Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)

2.10 Nanjing Runyou Chemical industry Additive

2.10.1 Business Overview

2.10.2 Barium Petroleum Sulfonate Type and Applications

2.10.2.1 Product A

2.10.2.2 Product B

2.10.3 Nanjing Runyou Chemical industry Additive Barium Petroleum Sulfonate Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)

2.11 Wuxi Qilian Petrochemical

2.11.1 Business Overview

2.11.2 Barium Petroleum Sulfonate Type and Applications

2.11.2.1 Product A

2.11.2.2 Product B

2.11.3 Wuxi Qilian Petrochemical Barium Petroleum Sulfonate Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)

2.12 Danyang Boer Oil Additive

2.12.1 Business Overview

2.12.2 Barium Petroleum Sulfonate Type and Applications

2.12.2.1 Product A

2.12.2.2 Product B

2.12.3 Danyang Boer Oil Additive Barium Petroleum Sulfonate Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)

2.13 Xinji Jiangyang Chemical

2.13.1 Business Overview

2.13.2 Barium Petroleum Sulfonate Type and Applications

2.13.2.1 Product A

2.13.2.2 Product B

2.13.3 Xinji Jiangyang Chemical Barium Petroleum Sulfonate Sales, Price, Revenue, Gross Margin and Market Share (2016-2017)

3 Global Barium Petroleum Sulfonate Sales, Revenue, Market Share and Competition by Manufacturer (2016-2017)

3.1 Global Barium Petroleum Sulfonate Sales and Market Share by Manufacturer (2016-2017)

3.2 Global Barium Petroleum Sulfonate Revenue and Market Share by Manufacturer (2016-2017)

3.3 Market Concentration Rate

3.3.1 Top 3 Barium Petroleum Sulfonate Manufacturer Market Share in 2017

3.3.2 Top 6 Barium Petroleum Sulfonate Manufacturer Market Share in 2017

3.4 Market Competition Trend

4 Global Barium Petroleum Sulfonate Market Analysis by Regions

4.1 Global Barium Petroleum Sulfonate Sales, Revenue and Market Share by Regions

4.1.1 Global Barium Petroleum Sulfonate Sales and Market Share by Regions (2013-2018)

4.1.2 Global Barium Petroleum Sulfonate Revenue and Market Share by Regions (2013-2018)

4.2 North America Barium Petroleum Sulfonate Sales and Growth Rate (2013-2018)

4.3 Europe Barium Petroleum Sulfonate Sales and Growth Rate (2013-2018)

4.4 Asia-Pacific Barium Petroleum Sulfonate Sales and Growth Rate (2013-2018)

4.5 South America Barium Petroleum Sulfonate Sales and Growth Rate (2013-2018)

4.6 Middle East and Africa Barium Petroleum Sulfonate Sales and Growth Rate (2013-2018)

5 North America Barium Petroleum Sulfonate by Countries

5.1 North America Barium Petroleum Sulfonate Sales, Revenue and Market Share by Countries

5.1.1 North America Barium Petroleum Sulfonate Sales and Market Share by Countries (2013-2018)

5.1.2 North America Barium Petroleum Sulfonate Revenue and Market Share by Countries (2013-2018)

5.2 United States Barium Petroleum Sulfonate Sales and Growth Rate (2013-2018)

5.3 Canada Barium Petroleum Sulfonate Sales and Growth Rate (2013-2018)

5.4 Mexico Barium Petroleum Sulfonate Sales and Growth Rate (2013-2018)

6 Europe Barium Petroleum Sulfonate by Countries

6.1 Europe Barium Petroleum Sulfonate Sales, Revenue and Market Share by Countries

6.1.1 Europe Barium Petroleum Sulfonate Sales and Market Share by Countries (2013-2018)

6.1.2 Europe Barium Petroleum Sulfonate Revenue and Market Share by Countries (2013-2018)

6.2 Germany Barium Petroleum Sulfonate Sales and Growth Rate (2013-2018)

6.3 UK Barium Petroleum Sulfonate Sales and Growth Rate (2013-2018)

6.4 France Barium Petroleum Sulfonate Sales and Growth Rate (2013-2018)

6.5 Russia Barium Petroleum Sulfonate Sales and Growth Rate (2013-2018)

6.6 Italy Barium Petroleum Sulfonate Sales and Growth Rate (2013-2018)

7 Asia-Pacific Barium Petroleum Sulfonate by Countries

7.1 Asia-Pacific Barium Petroleum Sulfonate Sales, Revenue and Market Share by Countries

7.1.1 Asia-Pacific Barium Petroleum Sulfonate Sales and Market Share by Countries (2013-2018)

7.1.2 Asia-Pacific Barium Petroleum Sulfonate Revenue and Market Share by Countries (2013-2018)

7.2 China Barium Petroleum Sulfonate Sales and Growth Rate (2013-2018)

7.3 Japan Barium Petroleum Sulfonate Sales and Growth Rate (2013-2018)

7.4 Korea Barium Petroleum Sulfonate Sales and Growth Rate (2013-2018)

7.5 India Barium Petroleum Sulfonate Sales and Growth Rate (2013-2018)

7.6 Southeast Asia Barium Petroleum Sulfonate Sales and Growth Rate (2013-2018)

8 South America Barium Petroleum Sulfonate by Countries

8.1 South America Barium Petroleum Sulfonate Sales, Revenue and Market Share by Countries

8.1.1 South America Barium Petroleum Sulfonate Sales and Market Share by Countries (2013-2018)

8.1.2 South America Barium Petroleum Sulfonate Revenue and Market Share by Countries (2013-2018)

8.2 Brazil Barium Petroleum Sulfonate Sales and Growth Rate (2013-2018)

8.3 Argentina Barium Petroleum Sulfonate Sales and Growth Rate (2013-2018)

8.4 Colombia Barium Petroleum Sulfonate Sales and Growth Rate (2013-2018)

9 Middle East and Africa Barium Petroleum Sulfonate by Countries

9.1 Middle East and Africa Barium Petroleum Sulfonate Sales, Revenue and Market Share by Countries

9.1.1 Middle East and Africa Barium Petroleum Sulfonate Sales and Market Share by Countries (2013-2018)

9.1.2 Middle East and Africa Barium Petroleum Sulfonate Revenue and Market Share by Countries (2013-2018)

9.2 Saudi Arabia Barium Petroleum Sulfonate Sales and Growth Rate (2013-2018)

9.3 UAE Barium Petroleum Sulfonate Sales and Growth Rate (2013-2018)

9.4 Egypt Barium Petroleum Sulfonate Sales and Growth Rate (2013-2018)

9.5 Nigeria Barium Petroleum Sulfonate Sales and Growth Rate (2013-2018)

9.6 South Africa Barium Petroleum Sulfonate Sales and Growth Rate (2013-2018)

10 Global Barium Petroleum Sulfonate Market Segment by Type

10.1 Global Barium Petroleum Sulfonate Sales, Revenue and Market Share by Type (2013-2018)

10.1.1 Global Barium Petroleum Sulfonate Sales and Market Share by Type (2013-2018)

10.1.2 Global Barium Petroleum Sulfonate Revenue and Market Share by Type (2013-2018)

10.2 Solid Sales Growth and Price

10.2.1 Global Solid Sales Growth (2013-2018)

10.2.2 Global Solid Price (2013-2018)

10.3 Liquid Sales Growth and Price

10.3.1 Global Liquid Sales Growth (2013-2018)

10.3.2 Global Liquid Price (2013-2018)

11 Global Barium Petroleum Sulfonate Market Segment by Application

11.1 Global Barium Petroleum Sulfonate Sales Market Share by Application (2013-2018)

11.2 Rust Preventatives Sales Growth (2013-2018)

11.3 Coatings and Greases Sales Growth (2013-2018)

11.4 Greases Sales Growth (2013-2018)

11.5 Slushing Oils Sales Growth (2013-2018)

11.6 Hydraulic Fluids Sales Growth (2013-2018)

11.7 Other Sales Growth (2013-2018)

12 Barium Petroleum Sulfonate Market Forecast (2018-2023)

12.1 Global Barium Petroleum Sulfonate Sales, Revenue and Growth Rate (2018-2023)

12.2 Barium Petroleum Sulfonate Market Forecast by Regions (2018-2023)

12.2.1 North America Barium Petroleum Sulfonate Market Forecast (2018-2023)

12.2.2 Europe Barium Petroleum Sulfonate Market Forecast (2018-2023)

12.2.3 Asia-Pacific Barium Petroleum Sulfonate Market Forecast (2018-2023)

12.2.4 South America Barium Petroleum Sulfonate Market Forecast (2018-2023)

12.2.5 Middle East and Africa Barium Petroleum Sulfonate Market Forecast (2018-2023)

12.3 Barium Petroleum Sulfonate Market Forecast by Type (2018-2023)

12.3.1 Global Barium Petroleum Sulfonate Sales Forecast by Type (2018-2023)

12.3.2 Global Barium Petroleum Sulfonate Market Share Forecast by Type (2018-2023)

12.4 Barium Petroleum Sulfonate Market Forecast by Application (2018-2023)

12.4.1 Global Barium Petroleum Sulfonate Sales Forecast by Application (2018-2023)

12.4.2 Global Barium Petroleum Sulfonate Market Share Forecast by Application (2018-2023)

13 Sales Channel, Distributors, Traders and Dealers

13.1 Sales Channel

13.1.1 Direct Marketing

13.1.2 Indirect Marketing

13.1.3 Marketing Channel Future Trend

13.2 Distributors, Traders and Dealers

14 Research Findings and Conclusion

15 Appendix

15.1 Methodology

15.2 Data Source


1

Research Methodology

Market research is a method of gathering, assessing and deducing data & information about a particular market. Market research is very crucial in these days. The techniques analyze about how a product/service can be offered to the market to its end-customers, observe the impact of that product/service based on the past customer experiences, and cater their needs and demands. Owing to the successful business ventures, accurate, relevant and thorough information is the base for all the organizations because market research report/study offers specific market related data & information about the industry growth prospects, perspective of the existing customers, and the overall market scenario prevailed in past, ongoing present and developing future. It allows the stakeholders and investors to determine the probability of a business before committing substantial resources to the venture. Market research helps in solving the marketing issues challenges that a business will most likely face.

Market research is valuable because of the following reasons:

  • Market research helps businesses strengthen a company’s position
  • Market research helps in minimizing the investment risks associated with the businesses in any industry vertical
  • Market research helps in identifying the potential threats and opportunities associated with the business industry
  • Market research aids in spotting the emerging trends and facilitates strategic planning in order to stay ahead in the competition

Our research report features both the aspects; qualitative and quantitative. Qualitative part provides insights about the market driving forces, potential opportunities, customer’s demands and requirement which in turn help the companies to come up with new strategies in order to survive in the long run competition. The quantitative segment offers the most credible information related to the industry. Based on the data gathering, we use to derive the market size and estimate their future growth prospects on the basis of global, region and country.

Our market research process involves with the four specific stages.

  • Data Collection
  • Data Synthesis
  • Market Deduction & Formulation
  • Data Screening & Validation

Data Collection: This stage of the market research process involves with the gathering and collecting of the market/industry related data from the sources. There are basically two types of research methods:

  • Primary Research: By conducting primary research, it involves with the two types of data gathering; exploratory and specific. Exploratory data is open-ended and helps us to define a particular problem involving surveys, and pilot study to the specific consumer group, knowing their needs and wants catering to the industry related product/service offering. Explanatory data gathering follows with the bit of unstructured way. Our analyst group leads the study by focusing on the key crowd, in this manner picking up bits of knowledge from them. In light of the points of view of the clients, this data is used to plan advertise techniques. In addition, showcase overviews causes us to comprehend the current scenario of the business. Specific data gathering on the hand, involves with the more structured and formal way. The primary research usually includes in telephonic conversations, E-mail collaborations and up close and personal meetings/interviews with the raw material suppliers, industrial wholesalers, and independent consultants/specialists. The interviews that we conduct offers important information on showcase size and industry development patterns. Our company likewise conducts interviews with the different business specialists so as to increase generally bits of knowledge of the business/showcase.
  • Secondary Research: The secondary research incorporates with the data gathering from the non-profit associations and organizations, for example, World bank, WHO, investor relations and their presentations, statistical databases, yearly(annual reports) reports, national government records, factual databases, websites, articles, white papers, press releases, blogs and others. From the annual report, we deduce an organization's income/revenue generation to comprehend the key product segment related to the market. We examine the organization sites and implement product mapping strategy which is significant for determining the segment revenue. In the product mapping technique, we choose and categorize the products offered by the companies catering to the industry specific market, derive the segment revenue for each of the organizations to get the market estimation. We also gather data & Information based on the supply and demand side of the value chain involved with the domain specific market. The supply side denotes the distributors, wholesalers, suppliers and the demand side denotes the end-consumers/customers of the value chain. The supply side of the market is analyzed by examining the product growth across industry in each of the region followed by its pricing analysis. The demand side is analyzed by the evaluating the penetration level and adoption rates of the product by referring to the historical/past data, examine the present usage and forecasting the future trends. 
  • Purchased Database: Our purchased data provides insights about the key market players/companies along with their financial analysis. Additionally, our data base also includes market related information. 
    • We also have the agreements with various reputed data providers, consultants and third party vendors who provide information which are not limited to:
      • Export & Import Data
      • Business Information related to trade and its statistics
      • Penetration level of a particular product/service based on geography mainly focusing on the unmet prerequisites of the customers.
  • In-house Library: Apart from these third-party sources, we have our in-house library of quantitative and qualitative data & information. Our in-house database includes market data for various industry and domains. These data are updated on regular basis as per the changing market scenario. Our library includes, internal audit reports, historic databases, archives and journal publications. Sometimes there are instances where there is no metadata or raw data available for any domain specific market. For those particular cases, we utilize our expertise to forecast and estimate the market size in order to generate comprehensive data sets. Our analyst team adopts a robust research technique in order to deduce the market size and its estimates:
  • Examining demographic along with psychographic segmentation for market evaluation
  • Analyzing the macro and micro-economic indicators for each demography
  • Evaluating the current industry trends popular in the market.

Data Synthesis: This stage includes the evaluation and assessment of all the data acquired from the primary and secondary research. It likewise includes in evaluating the information for any disparity watched while information gathering identified with the market. The data & information is gathered with consideration to the heterogeneity of sources. Scientific and statistical methods are implemented for synthesizing dissimilar information sets and provide the relevant data which is fundamental for formulating strategies. Our organization has broad involvement with information amalgamation where the information goes through different stages:

  • Information Screening: Information screening is the way toward examining information/data gathered from the sources for errors/mistakes and amending it before data integration process. The screening includes in looking at raw information, identifying and distinguishing mistakes and managing missing information. The reason for the information screening is to ensure information is effectively entered or not. Our organization utilizes objective and precise information screening grades through repetitive quality checks.
  • Data Integration: The data integration method involves with the incorporation of numerous information streams. The data streams is important so as to deliver investigate examines that give overall market scenario to the investors. These information streams originate from different research contemplates and our in house database. After the screening of the information, our analysts conduct efficient integration of the data streams, optimizing connections between integrated surveys and syndicated data sources. There are two research approaches that we follow so as to coordinate our information; top down methodology and bottom up methodology. 
    • Top-down analysis generally refers to using broad factors as a basis for decision making. The top-down approach helps in identifying the overall market scenario along with the external and internal factors effecting the market growth.
    • The bottom-up approach takes a completely different approach. Generally, the bottom-up approach focuses its analysis on micro attributes and specific characteristics of the domain specific market.

Market Formulation & Deduction: The last stage includes assigning the data & information in a suitable way in order to derive market size. Analyst reviews and domain based opinions based on holistic approach of market estimation combined with industry investigation additionally features a crucial role in this stage.

This stage includes with the finalization of the market size and numbers that we have gathered from primary and secondary research. With the data & information addition, we ensure that there is no gap in the market information. Market trend analysis is finished by our analysts by utilizing data extrapolation procedures, which give the most ideal figures to the market.

Data Validation: Validation is the most crucial step in the process. Validation & re-validation through scientifically designed technique and process that helps us finalize data-points to be used for final calculations. This stage also involves with the data triangulation process. Data triangulation generally implicates the cross validation and matching the data which has been collected from primary and secondary research methods.

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