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1 of 31
Data science revolution
Today and tomorrowin Internet Audience
Measurement
www.gemius.com
2
b
JICStandard
De factocurrency
Providing a research
Formorethan 15 years…
3
the
IDENTITY
HOLE
4
JIC
DISPLAY
VIDEO
SOCIAL
SEARCH
PROGRAMMATIC
5
AdMeta and TradeDoubler with biggest shares in
Programmatic ecosystem in Poland
88% of display ads impressions emitted on Facebook
are inscreen and only 29% of Facebook video ads
are watched over 3 seconds.
Video on-line campaigns in Poland monthly
reach over 90% of PC internet users.
39 seconds is average video on-line ad duration
while 19 seconds is average watching time.
DISPLAY
48 mln impressions, 6 mln real users
DISPLAY
46 mln impressions, 7mln real users
Inscreen rate: 40%
Display on social media:
Video
2,5 mln impressions, 1,3 mln real users
Inscreen rate: 54%
Display on social media
Video
2,1 mln impressions, 1,2 mln real users
7
RTB ECOSYSTEM
VIEWABILITY
60% DoubleClick
20% TradeDoubler
3% Admeta
2% Adsense
82% youtube
16% wp
70% wp.pl
7% gazeta.pl
gemiusAdReal: April 25th – May 1st 2016, DISPLAY
8
AVERAGE
VIEWABILITY TIME
5 sek facebook.com
18 sek youtube.com
26 sek player.pl
17 sek wp.tv
gemiusAdReal: April 25th – May 1st 2016, VIDEO -
ONLINE
9
Agency:
Vice president of Ukrainian video JIC:
„We were surprised that there was a huge Turkish
Airlines campaign emitted in Ukraine and we had no
idea about it until it was revealed by AdReal. At first we
were sure it was a mistake but it turned out that it was
run by global structures."
10
Publisher:
Research Director Polsat Media, Paweł Iwanicki:
„Client told us that we were main publisher in media
plan but we found out that they booked emission also
on Facebook and Youtube.
We need to negotiate discounts again.”
11
Advertiser:
Marketing manager Sony Poland, Monika Siejewwicz:
"Making digital market more transparent will help its
reputation. We hear about ad-blocks and crawlers or
banner’s blindness what makes us feel like we waist
some crucial part of our digital budget!"
12
LOCAL
vs
GLOBAL
13
Intro
© HBO
14
Current status
• 1st party data
• Data integration
Buzzwords
2016:
We are back
in late 90’s
15
Data Science
16
Facts
Sampler
Pivot
UI
Data Analysis environment – XX century retrospection
Big data does not mean data science
17
Data Science environment
Facts
1st partydata
Sampler
Pivot
DefaultUI
Dictionaries
3rdparty data
Models
Knownunknown
Studies
Assesment
Pivot MarketStudies
Report storage
API
Integration with specialized Data Presentation tools
Cloud
Computing
Solution
Data science creates knowledge
18
Usage of Data
Science
First case: Multi-device usage
20
We are reaching new level:
Machine Learning
Second case:
Human – Non-human Traffic
22
Home – Work Split
23
1st party Data Standarization
Data Integration
Predictive Models
24
Trend in Market Studies
25
Speed up to overnight production!
Follow the RTB & programatic
26
„It’s easy to fish in
troubled waters.”
Agency:
Head of Digital Development PL MullenLowe,
Agnieszka Lizon:
"ING campaign was played on illegal player!
Of course we didn't realize it as it went via few
networks. We discovered it thanks to AdReal and
stopped this campaign before our client noticed!"
27
Overnight – RT - Forecast
Trust – audit of programmatic
Full scope – Content, Ads,
Transactions, etc.
28
29
We invent We deliver We support
Thank you!
Vesna Gordon, Board of Directors
Emil Pawlowski, Chief Science Officer
www.gemius.com

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INT2016 Keynote - Emil Pawlowski & Vesna Gordon (Gemius) - Data Science Revolution