Global Coke Market 2020 by Manufacturers, Regions, Type and Application, Forecast to 2026

  • Publish Date: Sep, 2020
  • Report ID: 418945
  • Category: Materials
  • Pages: 160
$3480

Coke is made by destructive distillation of a blend of selected Bituminous coals (called Coking coal or Metallurgical coal) in special high temperature ovens in the absence of oxygen until a greater part of the volatile matter is driven off.

Scope of the Report:
The Coke industry is held by China, India and Japanese companies. China became the biggest producer and exporter of metallurgical coke many years ago. China has the world's largest steel output. As a result, China has become the world's largest consumer.
China has the world's largest coke production capacity, also the most manufacturers, industry concentration is very low. Because the downstream customers are relatively single, mostly for contract manufacturing.
However, as the global demand for metallurgical coke is declining, which indirectly results in the price of metallurgical coke dropping. Especially in 2015, it mainly affected by the declining downstream steel industry market. Manufacturers have long been in a negative profit position. However, with the 2017 steel market picking-up. The increase in downstream demand led to a rebound in market prices.
As the steel industry in China reshuffled, excess capacity was continuously removed. The overall operating rate has been improved. We estimate that Metallurgical Coke consumption will continues to increase at a rate of 1.71% in the following 6 years.
The worldwide market for Coke is expected to grow at a CAGR of roughly xx% over the next five years, will reach xx million US$ in 2026, from xx million US$ in 2020, according to a new Our study.
This report focuses on the Coke 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.

Market Segment by Manufacturers, this report covers
ArcelorMittal
Nippon Steel & Sumitomo Metal
POSCO
Tata Steel
SunCoke Energy
JSW Group
United States Steel
BlueScope
ABC Coke
Gujarat NRE Coke
Hickman, Williams & Company
Mid-Continent Coal and Coke Company
Haldia Coke
Baosteel
Ansteel
Wisco
Risun
Sunlight Coking
Taiyuan Coal Gasfication
Shanxi Coking Coal
Lubao-Group
Jiangxi BLACKCAT Carbon Black

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
Blast Furnace Coke
Nut Coke
Buckwheat Coke
Coke Breeze
Coke Dust

Market Segment by Applications, can be divided into
Steel
Foundry Industry
Other

The content of the study subjects, includes a total of 15 chapters:
Chapter 1, to describe Coke product scope, market overview, market opportunities, market driving force and market risks.
Chapter 2, to profile the top manufacturers of Coke, with price, sales, revenue and global market share of Coke in 2018 and 2019.
Chapter 3, the Coke competitive situation, sales, revenue and global market share of top manufacturers are analyzed emphatically by landscape contrast.
Chapter 4, the Coke breakdown data are shown at the regional level, to show the sales, revenue and growth by regions, from 2015 to 2020.
Chapter 5, 6, 7, 8 and 9, to break the sales data at the country level, with sales, revenue and market share for key countries in the world, from 2015 to 2020.
Chapter 10 and 11, to segment the sales by type and application, with sales market share and growth rate by type, application, from 2015 to 2020.
Chapter 12, Coke market forecast, by regions, type and application, with sales and revenue, from 2020 to 2026.
Chapter 13, 14 and 15, to describe Coke sales channel, distributors, customers, research findings and conclusion, appendix and data source.

Table of Contents
1 Market Overview
1.1 Coke Introduction
1.2 Market Analysis by Type
1.2.1 Blast Furnace Coke
1.2.2 Nut Coke
1.2.3 Buckwheat Coke
1.2.4 Coke Breeze
1.2.5 Coke Dust
1.3 Market Analysis by Applications
1.3.1 Steel
1.3.2 Foundry Industry
1.3.3 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 (2015-2026)
1.4.1.2 Canada Market States and Outlook (2015-2026)
1.4.1.3 Mexico Market States and Outlook (2015-2026)
1.4.2 Europe (Germany, France, UK, Russia and Italy)
1.4.2.1 Germany Market States and Outlook (2015-2026)
1.4.2.2 France Market States and Outlook (2015-2026)
1.4.2.3 UK Market States and Outlook (2015-2026)
1.4.2.4 Russia Market States and Outlook (2015-2026)
1.4.2.5 Italy Market States and Outlook (2015-2026)
1.4.3 Asia-Pacific (China, Japan, Korea, India and Southeast Asia)
1.4.3.1 China Market States and Outlook (2015-2026)
1.4.3.2 Japan Market States and Outlook (2015-2026)
1.4.3.3 Korea Market States and Outlook (2015-2026)
1.4.3.4 India Market States and Outlook (2015-2026)
1.4.3.5 Southeast Asia Market States and Outlook (2015-2026)
1.4.4 South America, Middle East and Africa
1.4.4.1 Brazil Market States and Outlook (2015-2026)
1.4.4.2 Egypt Market States and Outlook (2015-2026)
1.4.4.3 Saudi Arabia Market States and Outlook (2015-2026)
1.4.4.4 South Africa Market States and Outlook (2015-2026)
1.4.4.5 Turkey Market States and Outlook (2015-2026)
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 ArcelorMittal
2.1.1 Business Overview
2.1.2 Coke Type and Applications
2.1.2.1 Product A
2.1.2.2 Product B
2.1.3 ArcelorMittal Coke Sales, Price, Revenue, Gross Margin and Market Share (2018-2019)
2.2 Nippon Steel & Sumitomo Metal
2.2.1 Business Overview
2.2.2 Coke Type and Applications
2.2.2.1 Product A
2.2.2.2 Product B
2.2.3 Nippon Steel & Sumitomo Metal Coke Sales, Price, Revenue, Gross Margin and Market Share (2018-2019)
2.3 POSCO
2.3.1 Business Overview
2.3.2 Coke Type and Applications
2.3.2.1 Product A
2.3.2.2 Product B
2.3.3 POSCO Coke Sales, Price, Revenue, Gross Margin and Market Share (2018-2019)
2.4 Tata Steel
2.4.1 Business Overview
2.4.2 Coke Type and Applications
2.4.2.1 Product A
2.4.2.2 Product B
2.4.3 Tata Steel Coke Sales, Price, Revenue, Gross Margin and Market Share (2018-2019)
2.5 SunCoke Energy
2.5.1 Business Overview
2.5.2 Coke Type and Applications
2.5.2.1 Product A
2.5.2.2 Product B
2.5.3 SunCoke Energy Coke Sales, Price, Revenue, Gross Margin and Market Share (2018-2019)
2.6 JSW Group
2.6.1 Business Overview
2.6.2 Coke Type and Applications
2.6.2.1 Product A
2.6.2.2 Product B
2.6.3 JSW Group Coke Sales, Price, Revenue, Gross Margin and Market Share (2018-2019)
2.7 United States Steel
2.7.1 Business Overview
2.7.2 Coke Type and Applications
2.7.2.1 Product A
2.7.2.2 Product B
2.7.3 United States Steel Coke Sales, Price, Revenue, Gross Margin and Market Share (2018-2019)
2.8 BlueScope
2.8.1 Business Overview
2.8.2 Coke Type and Applications
2.8.2.1 Product A
2.8.2.2 Product B
2.8.3 BlueScope Coke Sales, Price, Revenue, Gross Margin and Market Share (2018-2019)
2.9 ABC Coke
2.9.1 Business Overview
2.9.2 Coke Type and Applications
2.9.2.1 Product A
2.9.2.2 Product B
2.9.3 ABC Coke Coke Sales, Price, Revenue, Gross Margin and Market Share (2018-2019)
2.10 Gujarat NRE Coke
2.10.1 Business Overview
2.10.2 Coke Type and Applications
2.10.2.1 Product A
2.10.2.2 Product B
2.10.3 Gujarat NRE Coke Coke Sales, Price, Revenue, Gross Margin and Market Share (2018-2019)
2.11 Hickman, Williams & Company
2.11.1 Business Overview
2.11.2 Coke Type and Applications
2.11.2.1 Product A
2.11.2.2 Product B
2.11.3 Hickman, Williams & Company Coke Sales, Price, Revenue, Gross Margin and Market Share (2018-2019)
2.12 Mid-Continent Coal and Coke Company
2.12.1 Business Overview
2.12.2 Coke Type and Applications
2.12.2.1 Product A
2.12.2.2 Product B
2.12.3 Mid-Continent Coal and Coke Company Coke Sales, Price, Revenue, Gross Margin and Market Share (2018-2019)
2.13 Haldia Coke
2.13.1 Business Overview
2.13.2 Coke Type and Applications
2.13.2.1 Product A
2.13.2.2 Product B
2.13.3 Haldia Coke Coke Sales, Price, Revenue, Gross Margin and Market Share (2018-2019)
2.14 Baosteel
2.14.1 Business Overview
2.14.2 Coke Type and Applications
2.14.2.1 Product A
2.14.2.2 Product B
2.14.3 Baosteel Coke Sales, Price, Revenue, Gross Margin and Market Share (2018-2019)
2.15 Ansteel
2.15.1 Business Overview
2.15.2 Coke Type and Applications
2.15.2.1 Product A
2.15.2.2 Product B
2.15.3 Ansteel Coke Sales, Price, Revenue, Gross Margin and Market Share (2018-2019)
2.16 Wisco
2.16.1 Business Overview
2.16.2 Coke Type and Applications
2.16.2.1 Product A
2.16.2.2 Product B
2.16.3 Wisco Coke Sales, Price, Revenue, Gross Margin and Market Share (2018-2019)
2.17 Risun
2.17.1 Business Overview
2.17.2 Coke Type and Applications
2.17.2.1 Product A
2.17.2.2 Product B
2.17.3 Risun Coke Sales, Price, Revenue, Gross Margin and Market Share (2018-2019)
2.18 Sunlight Coking
2.18.1 Business Overview
2.18.2 Coke Type and Applications
2.18.2.1 Product A
2.18.2.2 Product B
2.18.3 Sunlight Coking Coke Sales, Price, Revenue, Gross Margin and Market Share (2018-2019)
2.19 Taiyuan Coal Gasfication
2.19.1 Business Overview
2.19.2 Coke Type and Applications
2.19.2.1 Product A
2.19.2.2 Product B
2.19.3 Taiyuan Coal Gasfication Coke Sales, Price, Revenue, Gross Margin and Market Share (2018-2019)
2.20 Shanxi Coking Coal
2.20.1 Business Overview
2.20.2 Coke Type and Applications
2.20.2.1 Product A
2.20.2.2 Product B
2.20.3 Shanxi Coking Coal Coke Sales, Price, Revenue, Gross Margin and Market Share (2018-2019)
2.21 Lubao-Group
2.21.1 Business Overview
2.2.2 Coke Type and Applications
2.21.2.1 Product A
2.21.2.2 Product B
2.21.3 Lubao-Group Coke Sales, Price, Revenue, Gross Margin and Market Share (2018-2019)
2.22 Jiangxi BLACKCAT Carbon Black
2.22.1 Business Overview
2.22.2 Coke Type and Applications
2.22.2.1 Product A
2.22.2.2 Product B
2.22.3 Jiangxi BLACKCAT Carbon Black Coke Sales, Price, Revenue, Gross Margin and Market Share (2018-2019)
3 Global Coke Sales, Revenue, Market Share and Competition by Manufacturer (2018-2019)
3.1 Global Coke Sales and Market Share by Manufacturer (2018-2019)
3.2 Global Coke Revenue and Market Share by Manufacturer (2018-2019)
3.3 Market Concentration Rate
3.3.1 Top 3 Coke Manufacturer Market Share in 2019
3.3.2 Top 6 Coke Manufacturer Market Share in 2019
3.4 Market Competition Trend
4 Global Coke Market Analysis by Regions
4.1 Global Coke Sales, Revenue and Market Share by Regions
4.1.1 Global Coke Sales and Market Share by Regions (2014-2019)
4.1.2 Global Coke Revenue and Market Share by Regions (2014-2019)
4.2 North America Coke Sales and Growth Rate (2014-2019)
4.3 Europe Coke Sales and Growth Rate (2014-2019)
4.4 Asia-Pacific Coke Sales and Growth Rate (2014-2019)
4.5 South America Coke Sales and Growth Rate (2014-2019)
4.6 Middle East and Africa Coke Sales and Growth Rate (2014-2019)
5 North America Coke by Country
5.1 North America Coke Sales, Revenue and Market Share by Country
5.1.1 North America Coke Sales and Market Share by Country (2014-2019)
5.1.2 North America Coke Revenue and Market Share by Country (2014-2019)
5.2 United States Coke Sales and Growth Rate (2014-2019)
5.3 Canada Coke Sales and Growth Rate (2014-2019)
5.4 Mexico Coke Sales and Growth Rate (2014-2019)
6 Europe Coke by Country
6.1 Europe Coke Sales, Revenue and Market Share by Country
6.1.1 Europe Coke Sales and Market Share by Country (2014-2019)
6.1.2 Europe Coke Revenue and Market Share by Country (2014-2019)
6.2 Germany Coke Sales and Growth Rate (2014-2019)
6.3 UK Coke Sales and Growth Rate (2014-2019)
6.4 France Coke Sales and Growth Rate (2014-2019)
6.5 Russia Coke Sales and Growth Rate (2014-2019)
6.6 Italy Coke Sales and Growth Rate (2014-2019)
7 Asia-Pacific Coke by Country
7.1 Asia-Pacific Coke Sales, Revenue and Market Share by Country
7.1.1 Asia-Pacific Coke Sales and Market Share by Country (2014-2019)
7.1.2 Asia-Pacific Coke Revenue and Market Share by Country (2014-2019)
7.2 China Coke Sales and Growth Rate (2014-2019)
7.3 Japan Coke Sales and Growth Rate (2014-2019)
7.4 Korea Coke Sales and Growth Rate (2014-2019)
7.5 India Coke Sales and Growth Rate (2014-2019)
7.6 Southeast Asia Coke Sales and Growth Rate (2014-2019)
8 South America Coke by Country
8.1 South America Coke Sales, Revenue and Market Share by Country
8.1.1 South America Coke Sales and Market Share by Country (2014-2019)
8.1.2 South America Coke Revenue and Market Share by Country (2014-2019)
8.2 Brazil Coke Sales and Growth Rate (2014-2019)
8.3 Argentina Coke Sales and Growth Rate (2014-2019)
8.4 Colombia Coke Sales and Growth Rate (2014-2019)
9 Middle East and Africa Coke by Countries
9.1 Middle East and Africa Coke Sales, Revenue and Market Share by Country
9.1.1 Middle East and Africa Coke Sales and Market Share by Country (2014-2019)
9.1.2 Middle East and Africa Coke Revenue and Market Share by Country (2014-2019)
9.2 Saudi Arabia Coke Sales and Growth Rate (2014-2019)
9.3 Turkey Coke Sales and Growth Rate (2014-2019)
9.4 Egypt Coke Sales and Growth Rate (2014-2019)
9.5 Nigeria Coke Sales and Growth Rate (2014-2019)
9.6 South Africa Coke Sales and Growth Rate (2014-2019)
10 Global Coke Market Segment by Type
10.1 Global Coke Sales, Revenue and Market Share by Type (2014-2019)
10.1.1 Global Coke Sales and Market Share by Type (2014-2019)
10.1.2 Global Coke Revenue and Market Share by Type (2014-2019)
10.2 Blast Furnace Coke Sales Growth and Price
10.2.1 Global Blast Furnace Coke Sales Growth (2014-2019)
10.2.2 Global Blast Furnace Coke Price (2014-2019)
10.3 Nut Coke Sales Growth and Price
10.3.1 Global Nut Coke Sales Growth (2014-2019)
10.3.2 Global Nut Coke Price (2014-2019)
10.4 Buckwheat Coke Sales Growth and Price
10.4.1 Global Buckwheat Coke Sales Growth (2014-2019)
10.4.2 Global Buckwheat Coke Price (2014-2019)
10.5 Coke Breeze Sales Growth and Price
10.5.1 Global Coke Breeze Sales Growth (2014-2019)
10.5.2 Global Coke Breeze Price (2014-2019)
10.6 Coke Dust Sales Growth and Price
10.6.1 Global Coke Dust Sales Growth (2014-2019)
10.6.2 Global Coke Dust Price (2014-2019)
11 Global Coke Market Segment by Application
11.1 Global Coke Sales Market Share by Application (2014-2019)
11.2 Steel Sales Growth (2014-2019)
11.3 Foundry Industry Sales Growth (2014-2019)
11.4 Other Sales Growth (2014-2019)
12 Coke Market Forecast (2019-2024)
12.1 Global Coke Sales, Revenue and Growth Rate (2019-2024)
12.2 Coke Market Forecast by Regions (2019-2024)
12.2.1 North America Coke Market Forecast (2019-2024)
12.2.2 Europe Coke Market Forecast (2019-2024)
12.2.3 Asia-Pacific Coke Market Forecast (2019-2024)
12.2.4 South America Coke Market Forecast (2019-2024)
12.2.5 Middle East and Africa Coke Market Forecast (2019-2024)
12.3 Coke Market Forecast by Type (2019-2024)
12.3.1 Global Coke Sales Forecast by Type (2019-2024)
12.3.2 Global Coke Market Share Forecast by Type (2019-2024)
12.4 Coke Market Forecast by Application (2019-2024)
12.4.1 Global Coke Sales Forecast by Application (2019-2024)
12.4.2 Global Coke Market Share Forecast by Application (2019-2024)
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

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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