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www.NinjaMetrics.com
Katana® Social Analytics Engine 
Ninja Metrics is the creator of Social Value™, a precise measurement of how users influence each other and how much that 
influence is worth. Ninja Metrics’ key offering, The Katana® Social Analytics Engine, uses predictive analytics and automated 
social graph analysis to help companies identify, understand, monetize and keep their most valuable, influenceable and 
influential customers. 
Key Features and Differentiators: 
Discover clear insights into the performance of your mobile 
apps and games, PC titles and console games 
Uncover how much customers will likely spend and how 
their social influence impacts the bottom line 
Target the most influential, influenceable and valuable users 
Flexible dashboard that includes support for: segmentation, 
A/B testing, cohort analysis, churn projections, conversion 
rate, revenue analysis and comprehensive KPI tracking 
Easy integration through a REST-based API supporting 
iOS/Android, JavaScript, PHP, Java/C#, C++ and Flash 
www.NinjaMetrics.com 
Ninja Metrics Confedintial Information
How We’re Different 
Ninja Metrics Katana® Social Analytics Engine is the product 
of eight years of research into predictive analytics and the 
effects of social influence by a world-class team of scientists. 
The Katana® Engine combines: 
In-depth social science theories for human behavior 
Cutting-edge machine learning 
High-accuracy predictive models 
No other analytics package can provide the same actionable 
automated predictive analytics. 
Identify which of your users will: 
Pay 
Quit 
Influence 
www.NinjaMetrics.com 
Ninja Metrics Confedintial Information
Our History 
While Ninja Metrics is new, the team behind it is not. Since 2007, our team has run the world’s 
leading research project in the multi-disciplinary area of computational social science, the VWE 
Observatory, where we have published nearly 80 peer-reviewed papers on gamers, game data and 
game data algorithm development. There is no other group remotely like us in terms of size, 
research output, or inventions. 
Having received rigorously competitive funding from federal agencies including the National science 
Foundation, the Air Force, the Army, and others, Ninja Metrics brings to market the most 
sophisticated and powerful technology for social analytics that exists today. Indeed, we founded the 
field of game data research and established many of its core techniques. 
One of the unique aspects of the Ninja Metrics team is its group of world-class social scientists, 
game experts, and computational scientists with expertise in AI and machine learning. This has 
enabled the development of social analytics technology that combines deep social science theories 
with cutting-edge machine learning to develop high accuracy predictive models for human behavior. 
The result is the Katana Analytics Engine, an ultra-scalable, cloud computing-based social analytics 
platform behind some the biggest games on the market. 
www.NinjaMetrics.com 
Ninja Metrics Confedintial Information
Game Analytics 
It’s what we do 
Going Beyond the Basics and Delivering Extraordinary Results 
Our approach is straightforward: Any action, interaction or transaction you 
can think of, we track. 
Katana® tracks all of these, with pre-set KPIs built in that make 
sense for each: 
Levels 
Social Events 
Items & Resources 
Locations & Maps 
Character Types 
NPCs 
Spending 
CRM 
Customer Service 
User-Generated Content 
Custom Events 
Churn 
www.NinjaMetrics.com 
Ninja Metrics Confedintial Information
The New Way to think about LTV, influence 
and customer value 
Individual LTV + Social Value = True Total Value 
The New Social WhaleTM 
They are not the Big Spenders 
They Are the big influencers! 
When they play, others play 
When they buy, others buy 
There are more of them then you think 
This kind of influence be: Predicted and Measured 
Individual LTV 
Influence 
$5 
$20 
LTV 
$5 
LTV 
$5 
LTV 
$5 
The Old Way 
Individual LTV 
LTV 
$5 
The New Way 
True Total Value 
VS 
Social ValueTM 
The new way of calculating LTV 
recognizes the influence 
customers have on others. 
We Call This Social Value 
www.NinjaMetrics.com 
Ninja Metrics Confedintial Information
Katana® User Interface www.NinjaMetrics.com 
Ninja Metrics Confedintial Information
By understanding your players’ social networks and the spending habits within them, you are 
able to detect which players wield an outsized level of social influence. 
Influence 
Social Whale 
Asocial LTV 
$ 
$100 
$500 
Social Value 
$ 
$ 
Identifying Social Whales 
Traditional Whale Social Whales 
VS 
$$$ 
These Social Whales drive 
spending among others. 
They are your 
super-influencers. 
When they play, OTHERS 
PLAY MORE. When they 
buy, OTHERS BUY. 
High Individual Spend 
Very Small Group 
Not much influence on others 
? 
www.NinjaMetrics.com 
Ninja Metrics Confedintial Information
What can I do 
with these Social Whales 
Monetization 
+ 
Acquisition Retention 
www.NinjaMetrics.com 
Ninja Metrics Confedintial Information
Automated Predictive Analytics 
- with accuracy 
It's Like Looking into the Future, Only Better 
The Katana® Analytics Engine will tell you the future, give you a measure of 
accuracy and enable you to make decisions others can’t. 
Katana® focuses on the key predictives that drive your business: 
Churn 
Conversion 
Time Spent 
You’ll see: 
Who’s going to do what in the future 
Exactly how much is at stake 
For everyone or on a player-by-player basis 
Katana® layers predictive analytics with other power-user tools like 
segmentation and cohort analysis. So, you can not only see the future, but 
see how different actions and interventions impact that future. 
www.NinjaMetrics.com 
Ninja Metrics Confedintial Information
User Metrics & KPI Metrics - We Do More 
KPI Metrics 
The Katana® Social Analytics Engine provides all of the 
KPIs you would expect in handy, sortable, exportable 
tables as well as graphs. 
K-Factor 
Daily Active Users (DAU) 
Retention 
New Users 
Monthly Active Users (MAU) 
DAU as a % of MAU 
Average Revenue Per User (ARPU) 
Average Revenue Per Paying User (ARPPU) 
Average Session Length 
Average Sessions Per User 
www.NinjaMetrics.com 
User Metrics 
Automated Data Mining Done Right - Predict Future Actions 
Katana® has built-in machine learning, predictive 
analytics and Social Value™ and it’s all included at no 
extra cost! 
Katana® gives you analytics on 
your users for: 
Churn 
Conversion 
Time Spent 
Spending 
Virality 
Advertising 
Community 
Game Economy 
Ninja Metrics Confedintial Information
Cohort Analysis - 
Looking Closer at Your Groups 
What is it? 
Cohort analysis is a fancy way of saying you’re looking at the people 
who started playing your game or app at different times. Each group is 
a “cohort” and, well, you’re analyzing them. Happily, this is baked into 
everything the Katana® Social Analytics Engine does. 
Use Katana® to look at Cohorts in different ways: 
With predictive analytics 
Measuring your Social Value™ 
To understand player behavior in a game 
www.NinjaMetrics.com 
Ninja Metrics Confedintial Information
Contact Us 
Phone: 
888.982.0889 
Email: 
contact@ninjametrics.com 
Web: 
www.NinjaMetrics.com 
www.NinjaMetrics.com 
Ninja Metrics Confedintial Information

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[2020 스타트업 생태계 컨퍼런스] 1-8. 국내외 임팩트 생태계의 현황과 신규 트렌드(HGI 정경선 의장)StartupAlliance
 
[2020 스타트업 생태계 컨퍼런스] 1-7. 창업 생태계 속에서의 창업동아리의 역할(SNUSV 오지현 회장)
[2020 스타트업 생태계 컨퍼런스] 1-7. 창업 생태계 속에서의 창업동아리의 역할(SNUSV 오지현 회장)[2020 스타트업 생태계 컨퍼런스] 1-7. 창업 생태계 속에서의 창업동아리의 역할(SNUSV 오지현 회장)
[2020 스타트업 생태계 컨퍼런스] 1-7. 창업 생태계 속에서의 창업동아리의 역할(SNUSV 오지현 회장)StartupAlliance
 
[2020 스타트업 생태계 컨퍼런스] 1-5. 액셀러레이터 300개 시대의 명과 암(DHP 최윤섭 대표)
[2020 스타트업 생태계 컨퍼런스] 1-5. 액셀러레이터 300개 시대의 명과 암(DHP 최윤섭 대표)[2020 스타트업 생태계 컨퍼런스] 1-5. 액셀러레이터 300개 시대의 명과 암(DHP 최윤섭 대표)
[2020 스타트업 생태계 컨퍼런스] 1-5. 액셀러레이터 300개 시대의 명과 암(DHP 최윤섭 대표)StartupAlliance
 
[2020 스타트업 생태계 컨퍼런스] 1-4. 일본 스타트업 생태계 업데이트(코로프라소프트 타케베 에이카 심사역)
[2020 스타트업 생태계 컨퍼런스] 1-4. 일본 스타트업 생태계 업데이트(코로프라소프트 타케베 에이카 심사역)[2020 스타트업 생태계 컨퍼런스] 1-4. 일본 스타트업 생태계 업데이트(코로프라소프트 타케베 에이카 심사역)
[2020 스타트업 생태계 컨퍼런스] 1-4. 일본 스타트업 생태계 업데이트(코로프라소프트 타케베 에이카 심사역)StartupAlliance
 
[2020 스타트업 생태계 컨퍼런스] 1-2. 미국 스타트업 생태계 업데이트(세마트랜스링크캐피털 김범수 파트너)
[2020 스타트업 생태계 컨퍼런스] 1-2. 미국 스타트업 생태계 업데이트(세마트랜스링크캐피털 김범수 파트너)[2020 스타트업 생태계 컨퍼런스] 1-2. 미국 스타트업 생태계 업데이트(세마트랜스링크캐피털 김범수 파트너)
[2020 스타트업 생태계 컨퍼런스] 1-2. 미국 스타트업 생태계 업데이트(세마트랜스링크캐피털 김범수 파트너)StartupAlliance
 
191105 테헤란로 북클럽-유니콘을 만드는 프렌치 스타트업의 비밀(곽원철 저자)
191105 테헤란로 북클럽-유니콘을 만드는 프렌치 스타트업의 비밀(곽원철 저자)191105 테헤란로 북클럽-유니콘을 만드는 프렌치 스타트업의 비밀(곽원철 저자)
191105 테헤란로 북클럽-유니콘을 만드는 프렌치 스타트업의 비밀(곽원철 저자)StartupAlliance
 

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CoffeeClub_Ninja Metrics 2014

  • 2. Katana® Social Analytics Engine Ninja Metrics is the creator of Social Value™, a precise measurement of how users influence each other and how much that influence is worth. Ninja Metrics’ key offering, The Katana® Social Analytics Engine, uses predictive analytics and automated social graph analysis to help companies identify, understand, monetize and keep their most valuable, influenceable and influential customers. Key Features and Differentiators: Discover clear insights into the performance of your mobile apps and games, PC titles and console games Uncover how much customers will likely spend and how their social influence impacts the bottom line Target the most influential, influenceable and valuable users Flexible dashboard that includes support for: segmentation, A/B testing, cohort analysis, churn projections, conversion rate, revenue analysis and comprehensive KPI tracking Easy integration through a REST-based API supporting iOS/Android, JavaScript, PHP, Java/C#, C++ and Flash www.NinjaMetrics.com Ninja Metrics Confedintial Information
  • 3. How We’re Different Ninja Metrics Katana® Social Analytics Engine is the product of eight years of research into predictive analytics and the effects of social influence by a world-class team of scientists. The Katana® Engine combines: In-depth social science theories for human behavior Cutting-edge machine learning High-accuracy predictive models No other analytics package can provide the same actionable automated predictive analytics. Identify which of your users will: Pay Quit Influence www.NinjaMetrics.com Ninja Metrics Confedintial Information
  • 4. Our History While Ninja Metrics is new, the team behind it is not. Since 2007, our team has run the world’s leading research project in the multi-disciplinary area of computational social science, the VWE Observatory, where we have published nearly 80 peer-reviewed papers on gamers, game data and game data algorithm development. There is no other group remotely like us in terms of size, research output, or inventions. Having received rigorously competitive funding from federal agencies including the National science Foundation, the Air Force, the Army, and others, Ninja Metrics brings to market the most sophisticated and powerful technology for social analytics that exists today. Indeed, we founded the field of game data research and established many of its core techniques. One of the unique aspects of the Ninja Metrics team is its group of world-class social scientists, game experts, and computational scientists with expertise in AI and machine learning. This has enabled the development of social analytics technology that combines deep social science theories with cutting-edge machine learning to develop high accuracy predictive models for human behavior. The result is the Katana Analytics Engine, an ultra-scalable, cloud computing-based social analytics platform behind some the biggest games on the market. www.NinjaMetrics.com Ninja Metrics Confedintial Information
  • 5. Game Analytics It’s what we do Going Beyond the Basics and Delivering Extraordinary Results Our approach is straightforward: Any action, interaction or transaction you can think of, we track. Katana® tracks all of these, with pre-set KPIs built in that make sense for each: Levels Social Events Items & Resources Locations & Maps Character Types NPCs Spending CRM Customer Service User-Generated Content Custom Events Churn www.NinjaMetrics.com Ninja Metrics Confedintial Information
  • 6. The New Way to think about LTV, influence and customer value Individual LTV + Social Value = True Total Value The New Social WhaleTM They are not the Big Spenders They Are the big influencers! When they play, others play When they buy, others buy There are more of them then you think This kind of influence be: Predicted and Measured Individual LTV Influence $5 $20 LTV $5 LTV $5 LTV $5 The Old Way Individual LTV LTV $5 The New Way True Total Value VS Social ValueTM The new way of calculating LTV recognizes the influence customers have on others. We Call This Social Value www.NinjaMetrics.com Ninja Metrics Confedintial Information
  • 7. Katana® User Interface www.NinjaMetrics.com Ninja Metrics Confedintial Information
  • 8. By understanding your players’ social networks and the spending habits within them, you are able to detect which players wield an outsized level of social influence. Influence Social Whale Asocial LTV $ $100 $500 Social Value $ $ Identifying Social Whales Traditional Whale Social Whales VS $$$ These Social Whales drive spending among others. They are your super-influencers. When they play, OTHERS PLAY MORE. When they buy, OTHERS BUY. High Individual Spend Very Small Group Not much influence on others ? www.NinjaMetrics.com Ninja Metrics Confedintial Information
  • 9. What can I do with these Social Whales Monetization + Acquisition Retention www.NinjaMetrics.com Ninja Metrics Confedintial Information
  • 10. Automated Predictive Analytics - with accuracy It's Like Looking into the Future, Only Better The Katana® Analytics Engine will tell you the future, give you a measure of accuracy and enable you to make decisions others can’t. Katana® focuses on the key predictives that drive your business: Churn Conversion Time Spent You’ll see: Who’s going to do what in the future Exactly how much is at stake For everyone or on a player-by-player basis Katana® layers predictive analytics with other power-user tools like segmentation and cohort analysis. So, you can not only see the future, but see how different actions and interventions impact that future. www.NinjaMetrics.com Ninja Metrics Confedintial Information
  • 11. User Metrics & KPI Metrics - We Do More KPI Metrics The Katana® Social Analytics Engine provides all of the KPIs you would expect in handy, sortable, exportable tables as well as graphs. K-Factor Daily Active Users (DAU) Retention New Users Monthly Active Users (MAU) DAU as a % of MAU Average Revenue Per User (ARPU) Average Revenue Per Paying User (ARPPU) Average Session Length Average Sessions Per User www.NinjaMetrics.com User Metrics Automated Data Mining Done Right - Predict Future Actions Katana® has built-in machine learning, predictive analytics and Social Value™ and it’s all included at no extra cost! Katana® gives you analytics on your users for: Churn Conversion Time Spent Spending Virality Advertising Community Game Economy Ninja Metrics Confedintial Information
  • 12. Cohort Analysis - Looking Closer at Your Groups What is it? Cohort analysis is a fancy way of saying you’re looking at the people who started playing your game or app at different times. Each group is a “cohort” and, well, you’re analyzing them. Happily, this is baked into everything the Katana® Social Analytics Engine does. Use Katana® to look at Cohorts in different ways: With predictive analytics Measuring your Social Value™ To understand player behavior in a game www.NinjaMetrics.com Ninja Metrics Confedintial Information
  • 13. Contact Us Phone: 888.982.0889 Email: contact@ninjametrics.com Web: www.NinjaMetrics.com www.NinjaMetrics.com Ninja Metrics Confedintial Information