Mobile App Market

Global Mobile App Marketing Solutions  Market 2018 by Manufacturers, Countries, Type and Application, Forecast to 2023

Jan, 2019 | Report ID: 53828 | 123 | Services



Scope of the Report:
The global Mobile App Marketing Solutions  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 Mobile App Marketing Solutions .
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%.
This report studies the Mobile App Marketing Solutions  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 Mobile App Marketing Solutions  market by product type and applications/end industries.


Market Segment by Companies, this report covers
DoubleClick
Marin Software
MediaMath
Sizmek
AdRoll
Choozle
Kenshoo
Adobe
Rocket Fuel
Rubicon Project
Amobee DSP


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
Cloud-based
On-premise


Market Segment by Applications, can be divided into
Small Business
Medium Business
Large Enterprises

Frequently Asked Questions

The base year for the study has been considered 2019, historic year 2014 and 2018, the forecast period considered is from 2020 to 2027. The regions analyzed for the market include North America, Europe, South America, Asia Pacific, and Middle East and Africa. These regions are further analyzed at the country-level. The study also includes attractiveness analysis of type, application and regions which are benchmarked based on their market size, growth rate and attractiveness in terms of present and future opportunity for understanding the future growth of the market.

Market is segmented on the basis:

  • By Type
  • By Application
  • By Region
  • By Country
  • By Manufacturer

The report offers in-depth analysis of driving factors, opportunities, restraints, and challenges for gaining the key insight of the market. The report emphasizes on all the key trends that play a vital role in the enlargement of the market from 2019 to 2026.

The report provides company profile of the key players operating in the market and a comparative analysis based on their business overviews industry offering, segment market share, regional presence, business strategies, innovations, mergers & acquisitions, recent developments, joint venture, collaborations, partnerships, SWOT analysis, and key financial information.

Table of Contents



1 Mobile App Marketing Solutions  Market Overview

1.1 Product Overview and Scope of Mobile App Marketing Solutions 

1.2 Classification of Mobile App Marketing Solutions  by Types

1.2.1 Global Mobile App Marketing Solutions  Revenue Comparison by Types (2017-2023)

1.2.2 Global Mobile App Marketing Solutions  Revenue Market Share by Types in 2017

1.2.3 Cloud-based

1.2.4 On-premise

1.3 Global Mobile App Marketing Solutions  Market by Application

1.3.1 Global Mobile App Marketing Solutions  Market Size and Market Share Comparison by Applications (2013-2023)

1.3.2 Small Business

1.3.3 Medium Business

1.3.4 Large Enterprises

1.4 Global Mobile App Marketing Solutions  Market by Regions

1.4.1 Global Mobile App Marketing Solutions  Market Size (Million USD) Comparison by Regions (2013-2023)

1.4.1 North America (USA, Canada and Mexico) Mobile App Marketing Solutions  Status and Prospect (2013-2023)

1.4.2 Europe (Germany, France, UK, Russia and Italy) Mobile App Marketing Solutions  Status and Prospect (2013-2023)

1.4.3 Asia-Pacific (China, Japan, Korea, India and Southeast Asia) Mobile App Marketing Solutions  Status and Prospect (2013-2023)

1.4.4 South America (Brazil, Argentina, Colombia) Mobile App Marketing Solutions  Status and Prospect (2013-2023)

1.4.5 Middle East and Africa (Saudi Arabia, UAE, Egypt, Nigeria and South Africa) Mobile App Marketing Solutions  Status and Prospect (2013-2023)

1.5 Global Market Size of Mobile App Marketing Solutions  (2013-2023)

2 Manufacturers Profiles

2.1 DoubleClick

2.1.1 Business Overview

2.1.2 Mobile App Marketing Solutions  Type and Applications

2.1.2.1 Product A

2.1.2.2 Product B

2.1.3 DoubleClick Mobile App Marketing Solutions  Revenue, Gross Margin and Market Share (2016-2017)

2.2 Marin Software

2.2.1 Business Overview

2.2.2 Mobile App Marketing Solutions  Type and Applications

2.2.2.1 Product A

2.2.2.2 Product B

2.2.3 Marin Software Mobile App Marketing Solutions  Revenue, Gross Margin and Market Share (2016-2017)

2.3 MediaMath

2.3.1 Business Overview

2.3.2 Mobile App Marketing Solutions  Type and Applications

2.3.2.1 Product A

2.3.2.2 Product B

2.3.3 MediaMath Mobile App Marketing Solutions  Revenue, Gross Margin and Market Share (2016-2017)

2.4 Sizmek

2.4.1 Business Overview

2.4.2 Mobile App Marketing Solutions  Type and Applications

2.4.2.1 Product A

2.4.2.2 Product B

2.4.3 Sizmek Mobile App Marketing Solutions  Revenue, Gross Margin and Market Share (2016-2017)

2.5 AdRoll

2.5.1 Business Overview

2.5.2 Mobile App Marketing Solutions  Type and Applications

2.5.2.1 Product A

2.5.2.2 Product B

2.5.3 AdRoll Mobile App Marketing Solutions  Revenue, Gross Margin and Market Share (2016-2017)

2.6 Choozle

2.6.1 Business Overview

2.6.2 Mobile App Marketing Solutions  Type and Applications

2.6.2.1 Product A

2.6.2.2 Product B

2.6.3 Choozle Mobile App Marketing Solutions  Revenue, Gross Margin and Market Share (2016-2017)

2.7 Kenshoo

2.7.1 Business Overview

2.7.2 Mobile App Marketing Solutions  Type and Applications

2.7.2.1 Product A

2.7.2.2 Product B

2.7.3 Kenshoo Mobile App Marketing Solutions  Revenue, Gross Margin and Market Share (2016-2017)

2.8 Adobe

2.8.1 Business Overview

2.8.2 Mobile App Marketing Solutions  Type and Applications

2.8.2.1 Product A

2.8.2.2 Product B

2.8.3 Adobe Mobile App Marketing Solutions  Revenue, Gross Margin and Market Share (2016-2017)

2.9 Rocket Fuel

2.9.1 Business Overview

2.9.2 Mobile App Marketing Solutions  Type and Applications

2.9.2.1 Product A

2.9.2.2 Product B

2.9.3 Rocket Fuel Mobile App Marketing Solutions  Revenue, Gross Margin and Market Share (2016-2017)

2.10 Rubicon Project

2.10.1 Business Overview

2.10.2 Mobile App Marketing Solutions  Type and Applications

2.10.2.1 Product A

2.10.2.2 Product B

2.10.3 Rubicon Project Mobile App Marketing Solutions  Revenue, Gross Margin and Market Share (2016-2017)

2.11 Amobee DSP

2.11.1 Business Overview

2.11.2 Mobile App Marketing Solutions  Type and Applications

2.11.2.1 Product A

2.11.2.2 Product B

2.11.3 Amobee DSP Mobile App Marketing Solutions  Revenue, Gross Margin and Market Share (2016-2017)

3 Global Mobile App Marketing Solutions  Market Competition, by Players

3.1 Global Mobile App Marketing Solutions  Revenue and Share by Players (2013-2018)

3.2 Market Concentration Rate

3.2.1 Top 5 Mobile App Marketing Solutions  Players Market Share

3.2.2 Top 10 Mobile App Marketing Solutions  Players Market Share

3.3 Market Competition Trend

4 Global Mobile App Marketing Solutions  Market Size by Regions

4.1 Global Mobile App Marketing Solutions  Revenue and Market Share by Regions

4.2 North America Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

4.3 Europe Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

4.4 Asia-Pacific Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

4.5 South America Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

4.6 Middle East and Africa Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

5 North America Mobile App Marketing Solutions  Revenue by Countries

5.1 North America Mobile App Marketing Solutions  Revenue by Countries (2013-2018)

5.2 USA Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

5.3 Canada Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

5.4 Mexico Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

6 Europe Mobile App Marketing Solutions  Revenue by Countries

6.1 Europe Mobile App Marketing Solutions  Revenue by Countries (2013-2018)

6.2 Germany Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

6.3 UK Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

6.4 France Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

6.5 Russia Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

6.6 Italy Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

7 Asia-Pacific Mobile App Marketing Solutions  Revenue by Countries

7.1 Asia-Pacific Mobile App Marketing Solutions  Revenue by Countries (2013-2018)

7.2 China Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

7.3 Japan Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

7.4 Korea Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

7.5 India Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

7.6 Southeast Asia Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

8 South America Mobile App Marketing Solutions  Revenue by Countries

8.1 South America Mobile App Marketing Solutions  Revenue by Countries (2013-2018)

8.2 Brazil Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

8.3 Argentina Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

8.4 Colombia Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

9 Middle East and Africa Revenue Mobile App Marketing Solutions  by Countries

9.1 Middle East and Africa Mobile App Marketing Solutions  Revenue by Countries (2013-2018)

9.2 Saudi Arabia Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

9.3 UAE Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

9.4 Egypt Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

9.5 Nigeria Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

9.6 South Africa Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

10 Global Mobile App Marketing Solutions  Market Segment by Type

10.1 Global Mobile App Marketing Solutions  Revenue and Market Share by Type (2013-2018)

10.2 Global Mobile App Marketing Solutions  Market Forecast by Type (2018-2023)

10.3 Cloud-based Revenue Growth Rate (2013-2023)

10.4 On-premise Revenue Growth Rate (2013-2023)

11 Global Mobile App Marketing Solutions  Market Segment by Application

11.1 Global Mobile App Marketing Solutions  Revenue Market Share by Application (2013-2018)

11.2 Mobile App Marketing Solutions  Market Forecast by Application (2018-2023)

11.3 Small Business Revenue Growth (2013-2018)

11.4 Medium Business Revenue Growth (2013-2018)

11.5 Large Enterprises Revenue Growth (2013-2018)

12 Global Mobile App Marketing Solutions  Market Size Forecast (2018-2023)

12.1 Global Mobile App Marketing Solutions  Market Size Forecast (2018-2023)

12.2 Global Mobile App Marketing Solutions  Market Forecast by Regions (2018-2023)

12.3 North America Mobile App Marketing Solutions  Revenue Market Forecast (2018-2023)

12.4 Europe Mobile App Marketing Solutions  Revenue Market Forecast (2018-2023)

12.5 Asia-Pacific Mobile App Marketing Solutions  Revenue Market Forecast (2018-2023)

12.6 South America Mobile App Marketing Solutions  Revenue Market Forecast (2018-2023)

12.7 Middle East and Africa Mobile App Marketing Solutions  Revenue Market Forecast (2018-2023)

13 Research Findings and Conclusion

14 Appendix

14.1 Methodology

14.2 Data Source

List of Tables and Figures



Figure Mobile App Marketing Solutions  Picture

Table Product Specifications of Mobile App Marketing Solutions 

Table Global Mobile App Marketing Solutions  and Revenue (Million USD) Market Split by Product Type

Figure Global Mobile App Marketing Solutions  Revenue Market Share by Types in 2017

Figure Cloud-based Picture

Figure On-premise Picture

Table Global Mobile App Marketing Solutions  Revenue (Million USD) by Application (2013-2023)

Figure Mobile App Marketing Solutions  Revenue Market Share by Applications in 2017

Figure Small Business Picture

Figure Medium Business Picture

Figure Large Enterprises Picture

Table Global Market Mobile App Marketing Solutions  Revenue (Million USD) Comparison by Regions 2013-2023

Figure North America Mobile App Marketing Solutions  Revenue (Million USD) and Growth Rate (2013-2023)

Figure Europe Mobile App Marketing Solutions  Revenue (Million USD) and Growth Rate (2013-2023)

Figure Asia-Pacific Mobile App Marketing Solutions  Revenue (Million USD) and Growth Rate (2013-2023)

Figure South America Mobile App Marketing Solutions  Revenue (Million USD) and Growth Rate (2013-2023)

Figure Middle East and Africa Mobile App Marketing Solutions  Revenue (Million USD) and Growth Rate (2013-2023)

Figure Global Mobile App Marketing Solutions  Revenue (Million USD) and Growth Rate (2013-2023)

Table DoubleClick Basic Information, Manufacturing Base and Competitors

Table DoubleClick Mobile App Marketing Solutions  Type and Applications

Table DoubleClick Mobile App Marketing Solutions  Revenue, Gross Margin and Market Share (2016-2017)

Table Marin Software Basic Information, Manufacturing Base and Competitors

Table Marin Software Mobile App Marketing Solutions  Type and Applications

Table Marin Software Mobile App Marketing Solutions  Revenue, Gross Margin and Market Share (2016-2017)

Table MediaMath Basic Information, Manufacturing Base and Competitors

Table MediaMath Mobile App Marketing Solutions  Type and Applications

Table MediaMath Mobile App Marketing Solutions  Revenue, Gross Margin and Market Share (2016-2017)

Table Sizmek Basic Information, Manufacturing Base and Competitors

Table Sizmek Mobile App Marketing Solutions  Type and Applications

Table Sizmek Mobile App Marketing Solutions  Revenue, Gross Margin and Market Share (2016-2017)

Table AdRoll Basic Information, Manufacturing Base and Competitors

Table AdRoll Mobile App Marketing Solutions  Type and Applications

Table AdRoll Mobile App Marketing Solutions  Revenue, Gross Margin and Market Share (2016-2017)

Table Choozle Basic Information, Manufacturing Base and Competitors

Table Choozle Mobile App Marketing Solutions  Type and Applications

Table Choozle Mobile App Marketing Solutions  Revenue, Gross Margin and Market Share (2016-2017)

Table Kenshoo Basic Information, Manufacturing Base and Competitors

Table Kenshoo Mobile App Marketing Solutions  Type and Applications

Table Kenshoo Mobile App Marketing Solutions  Revenue, Gross Margin and Market Share (2016-2017)

Table Adobe Basic Information, Manufacturing Base and Competitors

Table Adobe Mobile App Marketing Solutions  Type and Applications

Table Adobe Mobile App Marketing Solutions  Revenue, Gross Margin and Market Share (2016-2017)

Table Rocket Fuel Basic Information, Manufacturing Base and Competitors

Table Rocket Fuel Mobile App Marketing Solutions  Type and Applications

Table Rocket Fuel Mobile App Marketing Solutions  Revenue, Gross Margin and Market Share (2016-2017)

Table Rubicon Project Basic Information, Manufacturing Base and Competitors

Table Rubicon Project Mobile App Marketing Solutions  Type and Applications

Table Rubicon Project Mobile App Marketing Solutions  Revenue, Gross Margin and Market Share (2016-2017)

Table Amobee DSP Basic Information, Manufacturing Base and Competitors

Table Amobee DSP Mobile App Marketing Solutions  Type and Applications

Table Amobee DSP Mobile App Marketing Solutions  Revenue, Gross Margin and Market Share (2016-2017)

Table Global Mobile App Marketing Solutions  Revenue (Million USD) by Players (2013-2018)

Table Global Mobile App Marketing Solutions  Revenue Share by Players (2013-2018)

Figure Global Mobile App Marketing Solutions  Revenue Share by Players in 2016

Figure Global Mobile App Marketing Solutions  Revenue Share by Players in 2017

Figure Global Top 5 Players Mobile App Marketing Solutions  Revenue Market Share in 2017

Figure Global Top 10 Players Mobile App Marketing Solutions  Revenue Market Share in 2017

Figure Global Mobile App Marketing Solutions  Revenue (Million USD) and Growth Rate (%) (2013-2018)

Table Global Mobile App Marketing Solutions  Revenue (Million USD) by Regions (2013-2018)

Table Global Mobile App Marketing Solutions  Revenue Market Share by Regions (2013-2018)

Figure Global Mobile App Marketing Solutions  Revenue Market Share by Regions (2013-2018)

Figure Global Mobile App Marketing Solutions  Revenue Market Share by Regions in 2017

Figure North America Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

Figure Europe Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

Figure Asia-Pacific Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

Figure South America Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

Figure Middle East and Africa Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

Table North America Mobile App Marketing Solutions  Revenue by Countries (2013-2018)

Table North America Mobile App Marketing Solutions  Revenue Market Share by Countries (2013-2018)

Figure North America Mobile App Marketing Solutions  Revenue Market Share by Countries (2013-2018)

Figure North America Mobile App Marketing Solutions  Revenue Market Share by Countries in 2017

Figure USA Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

Figure Canada Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

Figure Mexico Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

Table Europe Mobile App Marketing Solutions  Revenue (Million USD) by Countries (2013-2018)

Figure Europe Mobile App Marketing Solutions  Revenue Market Share by Countries (2013-2018)

Figure Europe Mobile App Marketing Solutions  Revenue Market Share by Countries in 2017

Figure Germany Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

Figure UK Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

Figure France Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

Figure Russia Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

Figure Italy Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

Table Asia-Pacific Mobile App Marketing Solutions  Revenue (Million USD) by Countries (2013-2018)

Figure Asia-Pacific Mobile App Marketing Solutions  Revenue Market Share by Countries (2013-2018)

Figure Asia-Pacific Mobile App Marketing Solutions  Revenue Market Share by Countries in 2017

Figure China Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

Figure Japan Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

Figure Korea Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

Figure India Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

Figure Southeast Asia Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

Table South America Mobile App Marketing Solutions  Revenue by Countries (2013-2018)

Table South America Mobile App Marketing Solutions  Revenue Market Share by Countries (2013-2018)

Figure South America Mobile App Marketing Solutions  Revenue Market Share by Countries (2013-2018)

Figure South America Mobile App Marketing Solutions  Revenue Market Share by Countries in 2017

Figure Brazil Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

Figure Argentina Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

Figure Colombia Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

Table Middle East and Africa Mobile App Marketing Solutions  Revenue (Million USD) by Countries (2013-2018)

Table Middle East and Africa Mobile App Marketing Solutions  Revenue Market Share by Countries (2013-2018)

Figure Middle East and Africa Mobile App Marketing Solutions  Revenue Market Share by Countries (2013-2018)

Figure Middle East and Africa Mobile App Marketing Solutions  Revenue Market Share by Countries in 2017

Figure Saudi Arabia Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

Figure UAE Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

Figure Egypt Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

Figure Nigeria Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

Figure South Africa Mobile App Marketing Solutions  Revenue and Growth Rate (2013-2018)

Table Global Mobile App Marketing Solutions  Revenue (Million USD) by Type (2013-2018)

Table Global Mobile App Marketing Solutions  Revenue Share by Type (2013-2018)

Figure Global Mobile App Marketing Solutions  Revenue Share by Type (2013-2018)

Figure Global Mobile App Marketing Solutions  Revenue Share by Type in 2017

Table Global Mobile App Marketing Solutions  Revenue Forecast by Type (2018-2023)

Figure Global Mobile App Marketing Solutions  Market Share Forecast by Type (2018-2023)

Figure Global Cloud-based Revenue Growth Rate (2013-2018)

Figure Global On-premise Revenue Growth Rate (2013-2018)

Table Global Mobile App Marketing Solutions  Revenue by Application (2013-2018)

Table Global Mobile App Marketing Solutions  Revenue Share by Application (2013-2018)

Figure Global Mobile App Marketing Solutions  Revenue Share by Application (2013-2018)

Figure Global Mobile App Marketing Solutions  Revenue Share by Application in 2017

Table Global Mobile App Marketing Solutions  Revenue Forecast by Application (2018-2023)

Figure Global Mobile App Marketing Solutions  Market Share Forecast by Application (2018-2023)

Figure Global Small Business Revenue Growth Rate (2013-2018)

Figure Global Medium Business Revenue Growth Rate (2013-2018)

Figure Global Large Enterprises Revenue Growth Rate (2013-2018)

Figure Global Mobile App Marketing Solutions  Revenue (Million USD) and Growth Rate Forecast (2018 -2023)

Table Global Mobile App Marketing Solutions  Revenue (Million USD) Forecast by Regions (2018-2023)

Figure Global Mobile App Marketing Solutions  Revenue Market Share Forecast by Regions (2018-2023)

Figure North America Mobile App Marketing Solutions  Revenue Market Forecast (2018-2023)

Figure Europe Mobile App Marketing Solutions  Revenue Market Forecast (2018-2023)

Figure Asia-Pacific Mobile App Marketing Solutions  Revenue Market Forecast (2018-2023)

Figure South America Mobile App Marketing Solutions  Revenue Market Forecast (2018-2023)

Figure Middle East and Africa Mobile App Marketing Solutions  Revenue Market Forecast (2018-2023)

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