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November 12, 2014 | Las Vegas, NV 
Andy Kelm, AWS Mobile 
PatrikArnesson& VedadBabic, ForzaFootball 
Chris Keyser, AWS Partner Program
The King of England sent his best men ahead to learn context to plan the battle
Tactics used: 
Segmented army into three divisions 
Chose higher elevation around flat land 
Waited for the enemy to buy time to rest and prepare 
Built a system of ditches and pits to bring down the enemy cavalry
Source: britishbattles.com 
militaryhistory.about.com
Amazon Mobile Analytics 
Collect, visualize, and understand app usage
Amazon Mobile Analytics
Amazon Mobile Analytics
Amazon Mobile Analytics
Amazon Mobile Analytics
Amazon Mobile Analytics
Amazon Cognito Amazon Mobile Analytics Amazon SNS Mobile Push 
Kinesis DynamoDB S3 SQS SES 
AWS Global Infrastructure (11 Regions, 51 Edge Locations) 
Core Services 
Mobile Optimized 
Connectors 
Mobile Optimized 
Services 
Your Mobile App, Game or Device App 
AWS Mobile SDK 
Compute Storage Networking Analytics Databases 
Integrated SDK
But, customers tell us they want to dive deeper
Live score 
Voting 
Push notifications
+5 000 000 
downloads 
50% 
Sticky factor 
800 000 000 
push notifications / month 
2 500 000 
monthly active users 
100 000 000 
sessions / month 
1 600 000 000 
events / month 
FORZA FOOTBALL 
SINCE 2012
OUR EXPERIENCE 
PRE AMAZON MOBILE ANALYTICS
0 
440,000 
880,000 
1,320,000 
1,760,000 
2,200,000 
February 2012 
October 2012 
April 2013 
November 2013 
CHOOSE THE RIGHT TOOL 
FROM THE BEGINNING 
GA 
(Google Analytics) 
GA Mobile 
GA sample data
SCREENING THE MARKET 
WE TALKED TO ALMOST EVERY ANALYTICS VENDOR IN THE MARKET
THIS WAS IMPORTANT FOR US 
WHEN CHOOSING ANALYTICS TOOL 
Pricing 
Flexible pricing 
(Pay as you use) 
Competitive pricing 
Features 
Retention 
Custom events 
Mobile friendly 
Data 
Ownership 
Export functionality 
No sampling
AMAZON MOBILE ANALYTICS + REDSHIFT 
VISUALIZE DATA THAT MATTERS TO YOU
TWO MONTH RETENTION 
FRANCE VS AVERAGE
VISUALIZATIONS 
BY TABLEAU
GROWTH PER COUNTRY 
THE WORLD CUP IS THE MOST INTERESTING FOR THE AMERICANS 
World Cup
PENETRATION 
USERS PER CAPITA 
Potential 
Same penetration in the UK as in Denmark would equal 4 400 000 users
LEVERAGE ON MISSION 
TABLEAU VISUALIZATION 
The users in the nordic countries are the most interested in voting
HOW AND WHY DO USERS USE OUR APP? 
DATA GUIDE DESIGN DECISIONS
PUSH NOTIFICATIONS 
9/10 PEOPLE I HAVE MET SAY THAT THEY REMOVED THE APP BECAUSE OF TOO MANY NOTIFICATIONS.
NOTIFICATIONS 
>30% set notifications for more than 11 teams. 
We wanted to see if the amount of notifications could affect the retention. 
0-4 notifications 
5-9 notifications 
10-14 notifications
PUSH NOTIFICATIONS 
RETENTION PER GROUP 65 DAYS 
10-14 notifications retain best
PUSH NOTIFICATIONS 
RETENTION PER GROUP 148 DAYS 
5-9 notifications retain 1.5x better than 10-14 notifications
USER SEGMENTATION 
SEGMENT USERS BASED ON USAGE
SEGMENTATION BASED ON ACTIVITY 
WE WANT TO SEE WHICH GROUP USE EACH FUTURE 
Low activity 
Medium activity 
High activity 
Build features for the medium activity group
APPROACH TO SEGMENTATION 
WE WANT TO SEE WHICH GROUP USE EACH FUTURE 
Experiment 
Define criteria 
User group size
EXPERIMENT 
•Sessions? 
•Session length? 
•Days active? 
•Per day? 
•Per week? 
•Per month? 
HOW TO DEFINE ACTIVITY
CRITERIA 
HOW TO DEFINE CRITERIA 
Days active (14 days) 
•# days active over 2-weekperiod 
•Gaussian distribution? 
•Let’s try it out!
USER GROUP SIZE 
•Averaged over 16 time periods 
•~60% in medium activity 
•Result 
•Low activity: 1-4 days 
•Medium Activity: 5-12 
•High activity: 13-14 
HOW TO DEFINE SIZE
MAIN MENU 
WHY WE DELETED A COMPLETELY NEW FEATURE
MAIN MENU 
Low activity group: 12% 
Medium activity: 25% 
High activity: 35% 
FILTER MATCHES
Old design 
New design
10 GigE 
(HPC) 
Ingestion 
Backup 
Restore 
JDBC/ODBC
S3 
Redshift
172.16.0.0/20 
Public Subnet 172.16.0.0/22 
172.16.0.0/20 Local 
0.0.0.0/0 IGW 
Amazon 
Mobile 
Analytics 
EC2
event_timestamp 
arrival_timestamp 
application_key 
account_id 
app_title 
event_type 
unique_id 
model 
make 
platform 
platform_version 
locale 
app_package_name 
app_version_name 
sdk_name 
sdk_version 
a_level 
a_promo_code 
m_score 
m_quantity
Activity Monitor (custom application) 
Amazon SNS 
Cross-platform Mobile Push 
event_timestamp 
arrival_timestamp 
application_key 
account_id 
app_title 
event_type 
unique_id 
model 
make 
platform 
platform_version 
locale 
app_package_name 
app_version_name 
sdk_name 
sdk_version 
a_level 
a_promo_code 
m_score 
m_quantity 
a_endpoint_arn
http://bit.ly/awsevalshttp://aws.amazon.com 
Follow on Twitter: 
@AWSforMobile 
@FootballAddicts

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