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1
B
Big
Data Voodoo
Daddy
(or mama)
1# BDVD
Agenda / Menu
# FutureM
So , ya wanna BE A
An Excerpt from www.futurem.org Oct 2012
Ed Alexaner
@fanfoundry
Ed Alexander, Chief Digital Consultant, Fan Foundry
2
# BDVD
# BDVD
Agenda / Menu
# FutureM
Vague:
How should I
improve my
marketing
spend?
Specific:
How can I
identify
underserved
customers?
Hypothesis:
What business
beliefs will we
test, and how?
Specific:
Only collect
the data you
need
Choices:
The right
methodologies
and techniques
How do your
findings answer
the business
question?
Business
Question
Analysis
Plan
Data
Collection
Insights
Recommend
Solutions
3# BDVD
A Test Methodology: B.A.D.I.R. *
# FutureM
* credit: www.aryng.com
Case Study #1:
Vague:
How should I
improve my
marketing
spend?
Specific:
How can I
identify
underserved
customers?
Business
Question
Analysis
Plan
Data
Collection
Insights
Recommend
Solutions
4# BDVD # FutureM
Hypothesis:
What business
beliefs will we
test, and how?
Specific:
Only collect
the data you
need
Choices:
The right
methodologies
and techniques
How do your
findings answer
the business
question?
Vague:
How should I
improve my
ticket sales?
Specific:
How can I
identify
productive
ticket sales
initiatives?
Case Study #1:
Business
Question
Analysis
Plan
Data
Collection
Insights
Recommend
Solutions
5# BDVD # FutureM
Hypothesis:
What business
beliefs will we
test, and how?
Specific:
Only collect
the data you
need
Choices:
The right
methodologies
and techniques
How do your
findings answer
the business
question?
Vague:
How should I
improve my
ticket sales?
Specific:
How can I
identify
productive
ticket sales
initiatives?
Case Study #1:
Hypotheses:
1. Will an early bird discount sell tickets?
2. Will a promo code help sell tickets?
3. Will a promo code stimulate referrals who buy?
4. Will people still buy at full price?
Let’s analyze current data
Business
Question
Analysis
Plan
Data
Collection
Insights
Recommend
Solutions
6# BDVD # FutureM
Hypothesis:
What business
beliefs will we
test, and how?
Specific:
Only collect
the data you
need
Choices:
The right
methodologies
and techniques
How do your
findings answer
the business
question?
Vague:
How should I
improve my
event
attendance?
Specific:
How can I
identify
productive
ticket sales
initiatives?
Case Study #1:
QTY PCT
231 28%
149 19%
262 32%
168 21%
810
Hypotheses:
1. Will an early bird discount sell tickets? . . . . . . . . .
2. Will a promo code help sell tickets? . . . . . . . . . . .
3. Will a promo code stimulate referrals who buy?
4. Will people still buy at full price?. . . . . . . . . . . . . .
Business
Question
Analysis
Plan
Data
Collection
Insights
Recommend
Solutions
7# BDVD # FutureM
Hypothesis:
What business
beliefs will we
test, and how?
Specific:
Only collect
the data you
need
Choices:
The right
methodologies
and techniques
How do your
findings answer
the business
question?
8
Case Study #1:
Data
Collection
Insights
8# BDVD # FutureM
QTY PCT
231 28%
149 19%
262 32%
168 21%
810
Case Study #1:
Data
Collection
Insights
9# BDVD # FutureM
QTY PCT
231 28%
149 19%
262 32%
168 21%
810
10
Case Study #1:
Data
Collection
Insights
10# BDVD
Community
# FutureM
QTY PCT
231 28%
149 19%
262 32%
168 21%
810
11
Business
Question
Analysis
Plan
Data
Collection
Insights
Recommend
Solutions
Case Study #1:
How do your
findings answer
the business
question?
Vague:
How should I
improve my
ticket sales?
Specific:
How can I
identify
productive
ticket sales
initiatives?
QTY PCT
231 28%
149 19%
262 32%
168 21%
810
11# BDVD
Community
# FutureM
1212
Business
Question
Analysis
Plan
Data
Collection
Insights
Recommend
Solutions
Case Study #1:
Next up:
Multichannel
attribution
Behavioral
Scoring
Social Sharing
impact
Geo/Pop/Wealth
12# BDVD # FutureM
QTY PCT
231 28%
149 19%
262 32%
168 21%
810
Hypotheses:
1. Will an early bird discount sell tickets? . . . . . . . . .
2. Will a promo code help sell tickets? . . . . . . . . . . .
3. Will a promo code stimulate referrals who buy?
4. Will people still buy at full price?. . . . . . . . . . . . . .
Hypotheses:
1. Which sources are most productive?
2. Which sources are most cost effective?
3. Which sources are the best audience match?
131313
Business
Question
Analysis
Plan
Data
Collection
Insights
Recommend
Solutions
Case Study #1:
Next up:
Multichannel
attribution
Behavioral
Scoring
Social Sharing
impact
Geo/Pop/Wealth
13# BDVD # FutureM
14141414
Case Study #1:
Next up:
Multichannel
attribution
Behavioral
Scoring
Social Sharing
impact
Geo/Pop/Wealth
14# BDVD # FutureM
Business
Question
15
Resources
Analysis and Data Visualization Tools
15# BDVD # FutureM
.com
Thank you!
16
+1 (781) 492-7638 USA East
@fanfoundry

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Analytics and insights case study by fan foundry #nxns

  • 1. 1 B Big Data Voodoo Daddy (or mama) 1# BDVD Agenda / Menu # FutureM So , ya wanna BE A An Excerpt from www.futurem.org Oct 2012
  • 2. Ed Alexaner @fanfoundry Ed Alexander, Chief Digital Consultant, Fan Foundry 2 # BDVD # BDVD Agenda / Menu # FutureM
  • 3. Vague: How should I improve my marketing spend? Specific: How can I identify underserved customers? Hypothesis: What business beliefs will we test, and how? Specific: Only collect the data you need Choices: The right methodologies and techniques How do your findings answer the business question? Business Question Analysis Plan Data Collection Insights Recommend Solutions 3# BDVD A Test Methodology: B.A.D.I.R. * # FutureM * credit: www.aryng.com
  • 4. Case Study #1: Vague: How should I improve my marketing spend? Specific: How can I identify underserved customers? Business Question Analysis Plan Data Collection Insights Recommend Solutions 4# BDVD # FutureM Hypothesis: What business beliefs will we test, and how? Specific: Only collect the data you need Choices: The right methodologies and techniques How do your findings answer the business question?
  • 5. Vague: How should I improve my ticket sales? Specific: How can I identify productive ticket sales initiatives? Case Study #1: Business Question Analysis Plan Data Collection Insights Recommend Solutions 5# BDVD # FutureM Hypothesis: What business beliefs will we test, and how? Specific: Only collect the data you need Choices: The right methodologies and techniques How do your findings answer the business question?
  • 6. Vague: How should I improve my ticket sales? Specific: How can I identify productive ticket sales initiatives? Case Study #1: Hypotheses: 1. Will an early bird discount sell tickets? 2. Will a promo code help sell tickets? 3. Will a promo code stimulate referrals who buy? 4. Will people still buy at full price? Let’s analyze current data Business Question Analysis Plan Data Collection Insights Recommend Solutions 6# BDVD # FutureM Hypothesis: What business beliefs will we test, and how? Specific: Only collect the data you need Choices: The right methodologies and techniques How do your findings answer the business question?
  • 7. Vague: How should I improve my event attendance? Specific: How can I identify productive ticket sales initiatives? Case Study #1: QTY PCT 231 28% 149 19% 262 32% 168 21% 810 Hypotheses: 1. Will an early bird discount sell tickets? . . . . . . . . . 2. Will a promo code help sell tickets? . . . . . . . . . . . 3. Will a promo code stimulate referrals who buy? 4. Will people still buy at full price?. . . . . . . . . . . . . . Business Question Analysis Plan Data Collection Insights Recommend Solutions 7# BDVD # FutureM Hypothesis: What business beliefs will we test, and how? Specific: Only collect the data you need Choices: The right methodologies and techniques How do your findings answer the business question?
  • 8. 8 Case Study #1: Data Collection Insights 8# BDVD # FutureM QTY PCT 231 28% 149 19% 262 32% 168 21% 810
  • 9. Case Study #1: Data Collection Insights 9# BDVD # FutureM QTY PCT 231 28% 149 19% 262 32% 168 21% 810
  • 10. 10 Case Study #1: Data Collection Insights 10# BDVD Community # FutureM QTY PCT 231 28% 149 19% 262 32% 168 21% 810
  • 11. 11 Business Question Analysis Plan Data Collection Insights Recommend Solutions Case Study #1: How do your findings answer the business question? Vague: How should I improve my ticket sales? Specific: How can I identify productive ticket sales initiatives? QTY PCT 231 28% 149 19% 262 32% 168 21% 810 11# BDVD Community # FutureM
  • 12. 1212 Business Question Analysis Plan Data Collection Insights Recommend Solutions Case Study #1: Next up: Multichannel attribution Behavioral Scoring Social Sharing impact Geo/Pop/Wealth 12# BDVD # FutureM QTY PCT 231 28% 149 19% 262 32% 168 21% 810 Hypotheses: 1. Will an early bird discount sell tickets? . . . . . . . . . 2. Will a promo code help sell tickets? . . . . . . . . . . . 3. Will a promo code stimulate referrals who buy? 4. Will people still buy at full price?. . . . . . . . . . . . . . Hypotheses: 1. Which sources are most productive? 2. Which sources are most cost effective? 3. Which sources are the best audience match?
  • 13. 131313 Business Question Analysis Plan Data Collection Insights Recommend Solutions Case Study #1: Next up: Multichannel attribution Behavioral Scoring Social Sharing impact Geo/Pop/Wealth 13# BDVD # FutureM
  • 14. 14141414 Case Study #1: Next up: Multichannel attribution Behavioral Scoring Social Sharing impact Geo/Pop/Wealth 14# BDVD # FutureM Business Question
  • 15. 15 Resources Analysis and Data Visualization Tools 15# BDVD # FutureM
  • 16. .com Thank you! 16 +1 (781) 492-7638 USA East @fanfoundry