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THE SOUND OF BIG DATA
Combining Big Data with mobile diaries to
create contextual customer profiles
On Device Research uses the mobile
internet to gain access to consumer
opinion at any time or location.
•
•
•
•

Mobile-only audiences
Emerging / growth markets
In-the moment research
Advertising effectiveness
Mobile research panels

10 million mobile surveys in 57 countries.
Focus on emerging markets and mobile-only audiences.
A platform to discover new, original
music and audio, to build an
audience, and to share online and
on mobile.
* 200 million users per month
* 12 hours of audio uploaded
every minute
The Challenge With Big Data
Velocity

real time
near real time

• Marketing is 4Ps
Product, Promotion,
Place and Price
• Big Data is 3Vs
Velocity, Volume
and Variety

periodic
batch
MB
table
data base
unstructured

Variety

GB

TB

PB

Volume
The Challenge
• Context of current
user’s interaction
• Missing market
insights
• Resource intensive
to access and
analyze
Principal Aims

Time
Understand the
time spent on
listening to
audio

Motivation
Explore
dimensions of
motivations

Impact
Impact in
consumers’
everyday lives
Methodology
On Device Research
PRE-RECRUITMENT
& SCREENING

MOBILE
DIARY

POST-SURVEY
FOLLOW UP

DATA
CONSOLIDATION

SoundCloud
How a mobile diary looks
Mon
Intro
survey

Tues

Wed

7am

Thu

Fri

7am

Sat

Sun

7am
9am
11am

Time of day of encounters
12am

12am

4pm
5pm

5pm
6pm

Exit
survey
Methodology
On Device Research
PRE-RECRUITMENT
& SCREENING

MOBILE
DIARY

POST-SURVEY
FOLLOW UP

DATA
CONSOLIDATION

SoundCloud
Link Server Data + Research Data to
Create Enriched Data
User IDs to link data
Big
Data

Research
Data

Every participant
agreed up front

Data
Consolidation
THIS IS CYRA
User Profile
Data on Cyra

Diary
Creator

25,923 Follower
Played
User Downloaded
49 Sounds
6 Sets
Reposted
931 Likes
Liked
8,698 Comments
Commented
1,631 Following
Add to sets
…
…
Creator Pro Account
Country
High Engagement
Mobile or Web
Segment 6
Genre
Big Data

Demographics
Online habits
Competitive use
Social sharing
Feature
…
Diary
Content
Genre
Device
Location
With

Big Data
Research Data
Creator / Listener Like Cyra
1 in 4 of SoundCloud’s
most active and
engaged listeners are
also creators, like Cyra

Love to share
online via multiple
social media

When not listening
they are active social
people, preferring
sports and socializing
in their offline lives

Most listening
happened via mobile
on their own

Listener
Joe listens to Cyra
Male, 28
Spends $24/m on music
Lives in US urban area
Aware of 10 services
Uses 5 in parallel: Youtube
iTunes, Pandora, Spotify
SoundCloud

“I know what I want to listen to: artists I
like.”
“I choose consciously what I want
to listen to next – it’s part of my
daily life to discover new content
and listen to music that I like.”

“I have an emotional
connection to the music I listen
to.”
“This helps me relax, fill time or concentrate on
work.”

“I use SoundCloud to
listen to music and audio.
I also actively share
content.”

Joe

SC
User

US
Listener
Consumer
A Day in the Life of a Listener
Peak listening time of the day and transactional listening
though social sharing
Lunch
Commute

Most 3-5h listening sessions
start around 10am
Back home
Good
morning

Commute

Good night

Live audio
on their own in the car

4AM-6AM

7AM-9AM

10AM-12AM

At home via home entertainment
with friends & family throughout the evening

1PM-3PM

4PM-6PM

7PM-9PM

10PM-12PM
Mobile Survey Chunking
We are the pioneers of
survey “chunking” on
mobile – splitting
traditional 30 minute
surveys into
several phases to help
you meet your project
requirements.

SMS INVITE #1

SMS INVITE #2

1st CHUNK

2nd CHUNK

DAY 1

Get the free report from ondeviceresearch.com/blog

DAY 2
Completion Rates of Long and
Chunked Survey are Comparable
92%

80%

15-QUESTION
SURVEY
Source: On Device Research, August 2013
N=2324, UK

30-QUESTION
SURVEY

79%

2-CHUNK 30QUESTION SURVEY
% of Respondents Who
Fell for Trap Question
9%

4%

30-QUESTION
SURVEY
Source: On Device Research, August 2013
N=2324, UK

4%

15-QUESTION
SURVEY

2-CHUNK 30QUESTION SURVEY
The Sound of Big Data - SoundCloud case study

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The Sound of Big Data - SoundCloud case study

  • 1. THE SOUND OF BIG DATA Combining Big Data with mobile diaries to create contextual customer profiles
  • 2. On Device Research uses the mobile internet to gain access to consumer opinion at any time or location. • • • • Mobile-only audiences Emerging / growth markets In-the moment research Advertising effectiveness
  • 3. Mobile research panels 10 million mobile surveys in 57 countries. Focus on emerging markets and mobile-only audiences.
  • 4.
  • 5. A platform to discover new, original music and audio, to build an audience, and to share online and on mobile. * 200 million users per month * 12 hours of audio uploaded every minute
  • 6. The Challenge With Big Data Velocity real time near real time • Marketing is 4Ps Product, Promotion, Place and Price • Big Data is 3Vs Velocity, Volume and Variety periodic batch MB table data base unstructured Variety GB TB PB Volume
  • 7. The Challenge • Context of current user’s interaction • Missing market insights • Resource intensive to access and analyze
  • 8. Principal Aims Time Understand the time spent on listening to audio Motivation Explore dimensions of motivations Impact Impact in consumers’ everyday lives
  • 9. Methodology On Device Research PRE-RECRUITMENT & SCREENING MOBILE DIARY POST-SURVEY FOLLOW UP DATA CONSOLIDATION SoundCloud
  • 10. How a mobile diary looks Mon Intro survey Tues Wed 7am Thu Fri 7am Sat Sun 7am 9am 11am Time of day of encounters 12am 12am 4pm 5pm 5pm 6pm Exit survey
  • 11.
  • 12. Methodology On Device Research PRE-RECRUITMENT & SCREENING MOBILE DIARY POST-SURVEY FOLLOW UP DATA CONSOLIDATION SoundCloud
  • 13. Link Server Data + Research Data to Create Enriched Data User IDs to link data Big Data Research Data Every participant agreed up front Data Consolidation
  • 16. Data on Cyra Diary Creator 25,923 Follower Played User Downloaded 49 Sounds 6 Sets Reposted 931 Likes Liked 8,698 Comments Commented 1,631 Following Add to sets … … Creator Pro Account Country High Engagement Mobile or Web Segment 6 Genre Big Data Demographics Online habits Competitive use Social sharing Feature … Diary Content Genre Device Location With Big Data Research Data
  • 17. Creator / Listener Like Cyra 1 in 4 of SoundCloud’s most active and engaged listeners are also creators, like Cyra Love to share online via multiple social media When not listening they are active social people, preferring sports and socializing in their offline lives Most listening happened via mobile on their own Listener
  • 18. Joe listens to Cyra Male, 28 Spends $24/m on music Lives in US urban area Aware of 10 services Uses 5 in parallel: Youtube iTunes, Pandora, Spotify SoundCloud “I know what I want to listen to: artists I like.” “I choose consciously what I want to listen to next – it’s part of my daily life to discover new content and listen to music that I like.” “I have an emotional connection to the music I listen to.” “This helps me relax, fill time or concentrate on work.” “I use SoundCloud to listen to music and audio. I also actively share content.” Joe SC User US Listener Consumer
  • 19. A Day in the Life of a Listener Peak listening time of the day and transactional listening though social sharing Lunch Commute Most 3-5h listening sessions start around 10am Back home Good morning Commute Good night Live audio on their own in the car 4AM-6AM 7AM-9AM 10AM-12AM At home via home entertainment with friends & family throughout the evening 1PM-3PM 4PM-6PM 7PM-9PM 10PM-12PM
  • 20. Mobile Survey Chunking We are the pioneers of survey “chunking” on mobile – splitting traditional 30 minute surveys into several phases to help you meet your project requirements. SMS INVITE #1 SMS INVITE #2 1st CHUNK 2nd CHUNK DAY 1 Get the free report from ondeviceresearch.com/blog DAY 2
  • 21. Completion Rates of Long and Chunked Survey are Comparable 92% 80% 15-QUESTION SURVEY Source: On Device Research, August 2013 N=2324, UK 30-QUESTION SURVEY 79% 2-CHUNK 30QUESTION SURVEY
  • 22. % of Respondents Who Fell for Trap Question 9% 4% 30-QUESTION SURVEY Source: On Device Research, August 2013 N=2324, UK 4% 15-QUESTION SURVEY 2-CHUNK 30QUESTION SURVEY