Global DNA Library Preparation Kits Market 2018 by Manufacturers, Countries, Type and Application, Forecast to 2023

September 2018 | 118 pages | ID: G4FFE4571EAEN
GlobalInfoResearch

Abstracts

DNA library preparation kit is collectively set of improved reagents which are used to convert the small amount of DNA into indexed libraries. DNA library kits are used in next-generation sequencing for conversion of small amount of DNA. DNA library preparation kits are developed on the basis of Tn5 Transposase. DNA library preparation kits help during the complex process of DNA fragmentation and also for adaptor connection into a one-step enzymatic reaction. Therefore, these kits have significant demand for library construction owing to its capability to shorten the DNA fragmentation process. DNA library preparation kits provide flexibility to focus on other research priorities due to its ability perform the DNA fragmentation and addition of tag simultaneously.

Scope of the Report:

This report studies the DNA Library Preparation Kits market status and outlook of Global and major regions, from angles of players, countries, product types and end industries; this report analyzes the top players in global market, and splits the DNA Library Preparation Kits market by product type and applications/end industries.

Increasing complex requirement from the researcher in life sciences is the primary factor for the development of DNA library preparation kits market. Furthermore, rising demand for custom research will also propel the growth of DNA library preparation kits market. Moreover, increasing application DNA sequencing techniques to detect the mutation will also responsible for the robust growth of DNA sequencing market over the forecast period. Rising collaboration of manufacturer and research institutes will be the ultimate growth opportunity for DNA library preparation kits market. However, the high cost of DNA library preparation kits will lead to the negative impact of this market. Less focus on life science research in under developing economies will sluggish the growth of DNA library preparation market over the forecast period.

The global DNA Library Preparation Kits market is valued at xx million USD in 2017 and is expected to reach xx million USD by the end of 2023, growing at a CAGR of xx% between 2017 and 2023.

The Asia-Pacific will occupy for more market share in following years, especially in China, also fast growing India and Southeast Asia regions.

North America, especially The United States, will still play an important role which cannot be ignored. Any changes from United States might affect the development trend of DNA Library Preparation Kits.

Europe also play important roles in global market, with market size of xx million USD in 2017 and will be xx million USD in 2023, with a CAGR of xx%.

Market Segment by Companies, this report covers

• Illumina
• Abcam
• New England Biolabs
• Bioline
• Qiagen
• Epigentek
• Lucigen
• Thermo Fisher Scientific
• Takara Bio
• Merck

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

Market Segment by Type, covers

• Set A
• Set B

Market Segment by Applications, can be divided into

• Biopharmaceutical Companies
• Contract Research Organizations (CROs)
• Academic & Research Institutes
• Forensic Science Laboratories
• Others

Contents

1 DNA LIBRARY PREPARATION KITS MARKET OVERVIEW

1.1 Product Overview and Scope of DNA Library Preparation Kits
1.2 Classification of DNA Library Preparation Kits by Types
  1.2.1 Global DNA Library Preparation Kits Revenue Comparison by Types (2017-2023)
  1.2.2 Global DNA Library Preparation Kits Revenue Market Share by Types in 2017
  1.2.3 Set A
  1.2.4 Set B
1.3 Global DNA Library Preparation Kits Market by Application
  1.3.1 Global DNA Library Preparation Kits Market Size and Market Share Comparison by Applications (2013-2023)
  1.3.2 Biopharmaceutical Companies
  1.3.3 Contract Research Organizations (CROs)
  1.3.4 Academic & Research Institutes
  1.3.5 Forensic Science Laboratories
  1.3.6 Others
1.4 Global DNA Library Preparation Kits Market by Regions
  1.4.1 Global DNA Library Preparation Kits Market Size (Million USD) Comparison by Regions (2013-2023)
  1.4.1 North America (USA, Canada and Mexico) DNA Library Preparation Kits Status and Prospect (2013-2023)
  1.4.2 Europe (Germany, France, UK, Russia and Italy) DNA Library Preparation Kits Status and Prospect (2013-2023)
  1.4.3 Asia-Pacific (China, Japan, Korea, India and Southeast Asia) DNA Library Preparation Kits Status and Prospect (2013-2023)
  1.4.4 South America (Brazil, Argentina, Colombia) DNA Library Preparation Kits Status and Prospect (2013-2023)
  1.4.5 Middle East and Africa (Saudi Arabia, UAE, Egypt, Nigeria and South Africa) DNA Library Preparation Kits Status and Prospect (2013-2023)
1.5 Global Market Size of DNA Library Preparation Kits (2013-2023)

2 MANUFACTURERS PROFILES

2.1 Illumina
  2.1.1 Business Overview
  2.1.2 DNA Library Preparation Kits Type and Applications
    2.1.2.1 Product A
    2.1.2.2 Product B
  2.1.3 Illumina DNA Library Preparation Kits Revenue, Gross Margin and Market Share (2016-2017)
2.2 Abcam
  2.2.1 Business Overview
  2.2.2 DNA Library Preparation Kits Type and Applications
    2.2.2.1 Product A
    2.2.2.2 Product B
  2.2.3 Abcam DNA Library Preparation Kits Revenue, Gross Margin and Market Share (2016-2017)
2.3 New England Biolabs
  2.3.1 Business Overview
  2.3.2 DNA Library Preparation Kits Type and Applications
    2.3.2.1 Product A
    2.3.2.2 Product B
  2.3.3 New England Biolabs DNA Library Preparation Kits Revenue, Gross Margin and Market Share (2016-2017)
2.4 Bioline
  2.4.1 Business Overview
  2.4.2 DNA Library Preparation Kits Type and Applications
    2.4.2.1 Product A
    2.4.2.2 Product B
  2.4.3 Bioline DNA Library Preparation Kits Revenue, Gross Margin and Market Share (2016-2017)
2.5 Qiagen
  2.5.1 Business Overview
  2.5.2 DNA Library Preparation Kits Type and Applications
    2.5.2.1 Product A
    2.5.2.2 Product B
  2.5.3 Qiagen DNA Library Preparation Kits Revenue, Gross Margin and Market Share (2016-2017)
2.6 Epigentek
  2.6.1 Business Overview
  2.6.2 DNA Library Preparation Kits Type and Applications
    2.6.2.1 Product A
    2.6.2.2 Product B
  2.6.3 Epigentek DNA Library Preparation Kits Revenue, Gross Margin and Market Share (2016-2017)
2.7 Lucigen
  2.7.1 Business Overview
  2.7.2 DNA Library Preparation Kits Type and Applications
    2.7.2.1 Product A
    2.7.2.2 Product B
  2.7.3 Lucigen DNA Library Preparation Kits Revenue, Gross Margin and Market Share (2016-2017)
2.8 Thermo Fisher Scientific
  2.8.1 Business Overview
  2.8.2 DNA Library Preparation Kits Type and Applications
    2.8.2.1 Product A
    2.8.2.2 Product B
  2.8.3 Thermo Fisher Scientific DNA Library Preparation Kits Revenue, Gross Margin and Market Share (2016-2017)
2.9 Takara Bio
  2.9.1 Business Overview
  2.9.2 DNA Library Preparation Kits Type and Applications
    2.9.2.1 Product A
    2.9.2.2 Product B
  2.9.3 Takara Bio DNA Library Preparation Kits Revenue, Gross Margin and Market Share (2016-2017)
2.10 Merck
  2.10.1 Business Overview
  2.10.2 DNA Library Preparation Kits Type and Applications
    2.10.2.1 Product A
    2.10.2.2 Product B
  2.10.3 Merck DNA Library Preparation Kits Revenue, Gross Margin and Market Share (2016-2017)

3 GLOBAL DNA LIBRARY PREPARATION KITS MARKET COMPETITION, BY PLAYERS

3.1 Global DNA Library Preparation Kits Revenue and Share by Players (2013-2018)
3.2 Market Concentration Rate
  3.2.1 Top 5 DNA Library Preparation Kits Players Market Share
  3.2.2 Top 10 DNA Library Preparation Kits Players Market Share
3.3 Market Competition Trend

4 GLOBAL DNA LIBRARY PREPARATION KITS MARKET SIZE BY REGIONS

4.1 Global DNA Library Preparation Kits Revenue and Market Share by Regions
4.2 North America DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
4.3 Europe DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
4.4 Asia-Pacific DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
4.5 South America DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
4.6 Middle East and Africa DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)

5 NORTH AMERICA DNA LIBRARY PREPARATION KITS REVENUE BY COUNTRIES

5.1 North America DNA Library Preparation Kits Revenue by Countries (2013-2018)
5.2 USA DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
5.3 Canada DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
5.4 Mexico DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)

6 EUROPE DNA LIBRARY PREPARATION KITS REVENUE BY COUNTRIES

6.1 Europe DNA Library Preparation Kits Revenue by Countries (2013-2018)
6.2 Germany DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
6.3 UK DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
6.4 France DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
6.5 Russia DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
6.6 Italy DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)

7 ASIA-PACIFIC DNA LIBRARY PREPARATION KITS REVENUE BY COUNTRIES

7.1 Asia-Pacific DNA Library Preparation Kits Revenue by Countries (2013-2018)
7.2 China DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
7.3 Japan DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
7.4 Korea DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
7.5 India DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
7.6 Southeast Asia DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)

8 SOUTH AMERICA DNA LIBRARY PREPARATION KITS REVENUE BY COUNTRIES

8.1 South America DNA Library Preparation Kits Revenue by Countries (2013-2018)
8.2 Brazil DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
8.3 Argentina DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
8.4 Colombia DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)

9 MIDDLE EAST AND AFRICA REVENUE DNA LIBRARY PREPARATION KITS BY COUNTRIES

9.1 Middle East and Africa DNA Library Preparation Kits Revenue by Countries (2013-2018)
9.2 Saudi Arabia DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
9.3 UAE DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
9.4 Egypt DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
9.5 Nigeria DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
9.6 South Africa DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)

10 GLOBAL DNA LIBRARY PREPARATION KITS MARKET SEGMENT BY TYPE

10.1 Global DNA Library Preparation Kits Revenue and Market Share by Type (2013-2018)
10.2 Global DNA Library Preparation Kits Market Forecast by Type (2018-2023)
10.3 Set A Revenue Growth Rate (2013-2023)
10.4 Set B Revenue Growth Rate (2013-2023)

11 GLOBAL DNA LIBRARY PREPARATION KITS MARKET SEGMENT BY APPLICATION

11.1 Global DNA Library Preparation Kits Revenue Market Share by Application (2013-2018)
11.2 DNA Library Preparation Kits Market Forecast by Application (2018-2023)
11.3 Biopharmaceutical Companies Revenue Growth (2013-2018)
11.4 Contract Research Organizations (CROs) Revenue Growth (2013-2018)
11.5 Academic & Research Institutes Revenue Growth (2013-2018)
11.6 Forensic Science Laboratories Revenue Growth (2013-2018)
11.7 Others Revenue Growth (2013-2018)

12 GLOBAL DNA LIBRARY PREPARATION KITS MARKET SIZE FORECAST (2018-2023)

12.1 Global DNA Library Preparation Kits Market Size Forecast (2018-2023)
12.2 Global DNA Library Preparation Kits Market Forecast by Regions (2018-2023)
12.3 North America DNA Library Preparation Kits Revenue Market Forecast (2018-2023)
12.4 Europe DNA Library Preparation Kits Revenue Market Forecast (2018-2023)
12.5 Asia-Pacific DNA Library Preparation Kits Revenue Market Forecast (2018-2023)
12.6 South America DNA Library Preparation Kits Revenue Market Forecast (2018-2023)
12.7 Middle East and Africa DNA Library Preparation Kits Revenue Market Forecast (2018-2023)

13 RESEARCH FINDINGS AND CONCLUSION

14 APPENDIX

14.1 Methodology
14.2 Data Source

List Of Tables

LIST OF TABLES AND FIGURES

Figure DNA Library Preparation Kits Picture
Table Product Specifications of DNA Library Preparation Kits
Table Global DNA Library Preparation Kits and Revenue (Million USD) Market Split by Product Type
Figure Global DNA Library Preparation Kits Revenue Market Share by Types in 2017
Figure Set A Picture
Figure Set B Picture
Table Global DNA Library Preparation Kits Revenue (Million USD) by Application (2013-2023)
Figure DNA Library Preparation Kits Revenue Market Share by Applications in 2017
Figure Biopharmaceutical Companies Picture
Figure Contract Research Organizations (CROs) Picture
Figure Academic & Research Institutes Picture
Figure Forensic Science Laboratories Picture
Figure Others Picture
Table Global Market DNA Library Preparation Kits Revenue (Million USD) Comparison by Regions 2013-2023
Figure North America DNA Library Preparation Kits Revenue (Million USD) and Growth Rate (2013-2023)
Figure Europe DNA Library Preparation Kits Revenue (Million USD) and Growth Rate (2013-2023)
Figure Asia-Pacific DNA Library Preparation Kits Revenue (Million USD) and Growth Rate (2013-2023)
Figure South America DNA Library Preparation Kits Revenue (Million USD) and Growth Rate (2013-2023)
Figure Middle East and Africa DNA Library Preparation Kits Revenue (Million USD) and Growth Rate (2013-2023)
Figure Global DNA Library Preparation Kits Revenue (Million USD) and Growth Rate (2013-2023)
Table Illumina Basic Information, Manufacturing Base and Competitors
Table Illumina DNA Library Preparation Kits Type and Applications
Table Illumina DNA Library Preparation Kits Revenue, Gross Margin and Market Share (2016-2017)
Table Abcam Basic Information, Manufacturing Base and Competitors
Table Abcam DNA Library Preparation Kits Type and Applications
Table Abcam DNA Library Preparation Kits Revenue, Gross Margin and Market Share (2016-2017)
Table New England Biolabs Basic Information, Manufacturing Base and Competitors
Table New England Biolabs DNA Library Preparation Kits Type and Applications
Table New England Biolabs DNA Library Preparation Kits Revenue, Gross Margin and Market Share (2016-2017)
Table Bioline Basic Information, Manufacturing Base and Competitors
Table Bioline DNA Library Preparation Kits Type and Applications
Table Bioline DNA Library Preparation Kits Revenue, Gross Margin and Market Share (2016-2017)
Table Qiagen Basic Information, Manufacturing Base and Competitors
Table Qiagen DNA Library Preparation Kits Type and Applications
Table Qiagen DNA Library Preparation Kits Revenue, Gross Margin and Market Share (2016-2017)
Table Epigentek Basic Information, Manufacturing Base and Competitors
Table Epigentek DNA Library Preparation Kits Type and Applications
Table Epigentek DNA Library Preparation Kits Revenue, Gross Margin and Market Share (2016-2017)
Table Lucigen Basic Information, Manufacturing Base and Competitors
Table Lucigen DNA Library Preparation Kits Type and Applications
Table Lucigen DNA Library Preparation Kits Revenue, Gross Margin and Market Share (2016-2017)
Table Thermo Fisher Scientific Basic Information, Manufacturing Base and Competitors
Table Thermo Fisher Scientific DNA Library Preparation Kits Type and Applications
Table Thermo Fisher Scientific DNA Library Preparation Kits Revenue, Gross Margin and Market Share (2016-2017)
Table Takara Bio Basic Information, Manufacturing Base and Competitors
Table Takara Bio DNA Library Preparation Kits Type and Applications
Table Takara Bio DNA Library Preparation Kits Revenue, Gross Margin and Market Share (2016-2017)
Table Merck Basic Information, Manufacturing Base and Competitors
Table Merck DNA Library Preparation Kits Type and Applications
Table Merck DNA Library Preparation Kits Revenue, Gross Margin and Market Share (2016-2017)
Table Global DNA Library Preparation Kits Revenue (Million USD) by Players (2013-2018)
Table Global DNA Library Preparation Kits Revenue Share by Players (2013-2018)
Figure Global DNA Library Preparation Kits Revenue Share by Players in 2016
Figure Global DNA Library Preparation Kits Revenue Share by Players in 2017
Figure Global Top 5 Players DNA Library Preparation Kits Revenue Market Share in 2017
Figure Global Top 10 Players DNA Library Preparation Kits Revenue Market Share in 2017
Figure Global DNA Library Preparation Kits Revenue (Million USD) and Growth Rate (%) (2013-2018)
Table Global DNA Library Preparation Kits Revenue (Million USD) by Regions (2013-2018)
Table Global DNA Library Preparation Kits Revenue Market Share by Regions (2013-2018)
Figure Global DNA Library Preparation Kits Revenue Market Share by Regions (2013-2018)
Figure Global DNA Library Preparation Kits Revenue Market Share by Regions in 2017
Figure North America DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
Figure Europe DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
Figure Asia-Pacific DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
Figure South America DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
Figure Middle East and Africa DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
Table North America DNA Library Preparation Kits Revenue by Countries (2013-2018)
Table North America DNA Library Preparation Kits Revenue Market Share by Countries (2013-2018)
Figure North America DNA Library Preparation Kits Revenue Market Share by Countries (2013-2018)
Figure North America DNA Library Preparation Kits Revenue Market Share by Countries in 2017
Figure USA DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
Figure Canada DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
Figure Mexico DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
Table Europe DNA Library Preparation Kits Revenue (Million USD) by Countries (2013-2018)
Figure Europe DNA Library Preparation Kits Revenue Market Share by Countries (2013-2018)
Figure Europe DNA Library Preparation Kits Revenue Market Share by Countries in 2017
Figure Germany DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
Figure UK DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
Figure France DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
Figure Russia DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
Figure Italy DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
Table Asia-Pacific DNA Library Preparation Kits Revenue (Million USD) by Countries (2013-2018)
Figure Asia-Pacific DNA Library Preparation Kits Revenue Market Share by Countries (2013-2018)
Figure Asia-Pacific DNA Library Preparation Kits Revenue Market Share by Countries in 2017
Figure China DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
Figure Japan DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
Figure Korea DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
Figure India DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
Figure Southeast Asia DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
Table South America DNA Library Preparation Kits Revenue by Countries (2013-2018)
Table South America DNA Library Preparation Kits Revenue Market Share by Countries (2013-2018)
Figure South America DNA Library Preparation Kits Revenue Market Share by Countries (2013-2018)
Figure South America DNA Library Preparation Kits Revenue Market Share by Countries in 2017
Figure Brazil DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
Figure Argentina DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
Figure Colombia DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
Table Middle East and Africa DNA Library Preparation Kits Revenue (Million USD) by Countries (2013-2018)
Table Middle East and Africa DNA Library Preparation Kits Revenue Market Share by Countries (2013-2018)
Figure Middle East and Africa DNA Library Preparation Kits Revenue Market Share by Countries (2013-2018)
Figure Middle East and Africa DNA Library Preparation Kits Revenue Market Share by Countries in 2017
Figure Saudi Arabia DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
Figure UAE DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
Figure Egypt DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
Figure Nigeria DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
Figure South Africa DNA Library Preparation Kits Revenue and Growth Rate (2013-2018)
Table Global DNA Library Preparation Kits Revenue (Million USD) by Type (2013-2018)
Table Global DNA Library Preparation Kits Revenue Share by Type (2013-2018)
Figure Global DNA Library Preparation Kits Revenue Share by Type (2013-2018)
Figure Global DNA Library Preparation Kits Revenue Share by Type in 2017
Table Global DNA Library Preparation Kits Revenue Forecast by Type (2018-2023)
Figure Global DNA Library Preparation Kits Market Share Forecast by Type (2018-2023)
Figure Global Set A Revenue Growth Rate (2013-2018)
Figure Global Set B Revenue Growth Rate (2013-2018)
Table Global DNA Library Preparation Kits Revenue by Application (2013-2018)
Table Global DNA Library Preparation Kits Revenue Share by Application (2013-2018)
Figure Global DNA Library Preparation Kits Revenue Share by Application (2013-2018)
Figure Global DNA Library Preparation Kits Revenue Share by Application in 2017
Table Global DNA Library Preparation Kits Revenue Forecast by Application (2018-2023)
Figure Global DNA Library Preparation Kits Market Share Forecast by Application (2018-2023)
Figure Global Biopharmaceutical Companies Revenue Growth Rate (2013-2018)
Figure Global Contract Research Organizations (CROs) Revenue Growth Rate (2013-2018)
Figure Global Academic & Research Institutes Revenue Growth Rate (2013-2018)
Figure Global Forensic Science Laboratories Revenue Growth Rate (2013-2018)
Figure Global Others Revenue Growth Rate (2013-2018)
Figure Global DNA Library Preparation Kits Revenue (Million USD) and Growth Rate Forecast (2018 -2023)
Table Global DNA Library Preparation Kits Revenue (Million USD) Forecast by Regions (2018-2023)
Figure Global DNA Library Preparation Kits Revenue Market Share Forecast by Regions (2018-2023)
Figure North America DNA Library Preparation Kits Revenue Market Forecast (2018-2023)
Figure Europe DNA Library Preparation Kits Revenue Market Forecast (2018-2023)
Figure Asia-Pacific DNA Library Preparation Kits Revenue Market Forecast (2018-2023)
Figure South America DNA Library Preparation Kits Revenue Market Forecast (2018-2023)
Figure Middle East and Africa DNA Library Preparation Kits Revenue Market Forecast (2018-2023)