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Adding social media data to large scale projects: Do or Don’t? Sjoerd Koornstra Michalis Michael Eva Hollander
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Page 1: Adding social media data to large scale projects: Do or Don’t?insightinnovation.org › wp-content › uploads › 2017 › 03 › PDF › EU › ... · 2017-03-04 · Adding social

Adding social media data to large scale projects: Do or Don’t?

Sjoerd KoornstraMichalis MichaelEva Hollander

Page 2: Adding social media data to large scale projects: Do or Don’t?insightinnovation.org › wp-content › uploads › 2017 › 03 › PDF › EU › ... · 2017-03-04 · Adding social

Brand tracking

Page 3: Adding social media data to large scale projects: Do or Don’t?insightinnovation.org › wp-content › uploads › 2017 › 03 › PDF › EU › ... · 2017-03-04 · Adding social

Routes of optimization of Heineken’s brand tracker

1. Appropriate for mobile devices

2. Shorter questionnaires

3. Modular approach

4. Incorporating Social Media5. Comparable between markets and in the past

Page 4: Adding social media data to large scale projects: Do or Don’t?insightinnovation.org › wp-content › uploads › 2017 › 03 › PDF › EU › ... · 2017-03-04 · Adding social

Why socialmedia?

Director Procurement

Why to spend money if everything is already availabe (for free) in the

Internet

Director Procurement

Why to spend money if everything is already available (for free) on the

Internet?

Page 5: Adding social media data to large scale projects: Do or Don’t?insightinnovation.org › wp-content › uploads › 2017 › 03 › PDF › EU › ... · 2017-03-04 · Adding social

Why socialmedia?

Director Procurement

Why to spend money if everything is already availabe (for free) in the

Internet

Global Director CMI

We should only execute research if we can not find information on

the Internet

Page 6: Adding social media data to large scale projects: Do or Don’t?insightinnovation.org › wp-content › uploads › 2017 › 03 › PDF › EU › ... · 2017-03-04 · Adding social

But, who talks about beer?

Upfront Doubts:§ Beer is not a main topic to discuss

§ Beer mentioned as part of a social experience

§ Tasting a bad beer then it is mentioned

§ Beer brands mentioned linked with marketing activations

Page 7: Adding social media data to large scale projects: Do or Don’t?insightinnovation.org › wp-content › uploads › 2017 › 03 › PDF › EU › ... · 2017-03-04 · Adding social

Remember, your consumers are connected!

24/7

Page 8: Adding social media data to large scale projects: Do or Don’t?insightinnovation.org › wp-content › uploads › 2017 › 03 › PDF › EU › ... · 2017-03-04 · Adding social

7.286.330posts

(Before cleaning)

Page 9: Adding social media data to large scale projects: Do or Don’t?insightinnovation.org › wp-content › uploads › 2017 › 03 › PDF › EU › ... · 2017-03-04 · Adding social

CHALLENGE: Data cleaning

Versus

Page 10: Adding social media data to large scale projects: Do or Don’t?insightinnovation.org › wp-content › uploads › 2017 › 03 › PDF › EU › ... · 2017-03-04 · Adding social

Boolean Logic + Machine Learning

HeinekenNOTHeinekenANDKidnappingNOTHeinekenANDStefan

Page 11: Adding social media data to large scale projects: Do or Don’t?insightinnovation.org › wp-content › uploads › 2017 › 03 › PDF › EU › ... · 2017-03-04 · Adding social

18 years and older, a tricky point. Or not?

8 more days to go until I’m 18 😄😄

😄😄😄

I’m 18 and still can’t walk on

heels

Page 12: Adding social media data to large scale projects: Do or Don’t?insightinnovation.org › wp-content › uploads › 2017 › 03 › PDF › EU › ... · 2017-03-04 · Adding social

Beer

Closeness Authority

Occasions Preference Heritage Brewing

Home Out VsBeer Vsother Museum Stories Brew Ingredients

Integration Foundation

SurveyKPIs

HierarchicalTaxonomy

MachineLearningforSentimentAnalysis

Page 13: Adding social media data to large scale projects: Do or Don’t?insightinnovation.org › wp-content › uploads › 2017 › 03 › PDF › EU › ... · 2017-03-04 · Adding social

Early-warning system

Page 14: Adding social media data to large scale projects: Do or Don’t?insightinnovation.org › wp-content › uploads › 2017 › 03 › PDF › EU › ... · 2017-03-04 · Adding social

Understand the conversation you were not aware off

My cure for #BlueMonday

#heineken perfectly chilled

thanks to Mother Nature

My all time favorite is ice cold Heineken, dos xxx second. Wife likes the

dos xxx so that’s what is in the fridge most of the

time.

Page 15: Adding social media data to large scale projects: Do or Don’t?insightinnovation.org › wp-content › uploads › 2017 › 03 › PDF › EU › ... · 2017-03-04 · Adding social

Is social media applicable?

YES

Page 16: Adding social media data to large scale projects: Do or Don’t?insightinnovation.org › wp-content › uploads › 2017 › 03 › PDF › EU › ... · 2017-03-04 · Adding social

Combine social with survey to enhance representativeness

Understanding is based upon comments in a certain context

Social media research because more effective when repeated using same set-up

With the following conditions:

Page 17: Adding social media data to large scale projects: Do or Don’t?insightinnovation.org › wp-content › uploads › 2017 › 03 › PDF › EU › ... · 2017-03-04 · Adding social

Want to know more?

Sjoerd KoornstraGlobal CMI Manager Capabilities @ Heineken+31 6 53 94 53 48

Eva HollanderDigital Consultant @ TNS+31 6 18 44 64 91

Michalis MichaelCEO @ DigitalMR+44 75 15 71 03 70


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