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How to be a data
storyteller
Slideshare.Net/EdaSalihoglu
linkedin.com/in/edasalihoglu
Eda Salihoglu
KAIZEN
Space Shuttle
Columbia
Review of Test Data Indicates
Conservatism for Tile Penetration
● The existing SOFI on tile test data used to create Crater was reviewed
along with STS-87 Southwest Research data
○ Crater overpredicted penetration of tile coating significantly
■ Initial penetration to be described by normal velocity
● Varies with volume/mass of projectile (e.g. 200ft/sec for 3cu. Ln)
■ Significant energy is required for the softer SOFI particle to penetrate
the relatively hard tile coating
● Test results do show that it is possible at sufficient mass and velocity
■ Conversely, once tile is penetrated SOFI can cause significant damage
● Minor variations in total energy (above penetration level) can cause
significant tile damage
○ Flight condition is significantly outside of test database
■ Volume of ramp is 1920cu in vs 3cu in for test
Debris Streaks
Review of Test Data Indicates
Conservatism for Tile Penetration
● The existing SOFI on tile test data used to create Crater was reviewed
along with STS-87 Southwest Research data
○ Crater overpredicted penetration of tile coating significantly
■ Initial penetration to be described by normal velocity
● Varies with volume/mass of projectile (e.g. 200ft/sec for 3cu. Ln)
■ Significant energy is required for the softer SOFI particle to penetrate
the relatively hard tile coating
● Test results do show that it is possible at sufficient mass and velocity
■ Conversely, once tile is penetrated SOFI can cause significant damage
● Minor variations in total energy (above penetration level) can cause
significant tile damage
○ Flight condition is significantly outside of test database
■ Volume of ramp is 1920cu in vs 3cu in for test
Review of Test Data Indicates
Conservatism for Tile Penetration
● The existing SOFI on tile test data used to create Crater was reviewed
along with STS-87 Southwest Research data
○ Crater overpredicted penetration of tile coating significantly
■ Initial penetration to be described by normal velocity
● Varies with volume/mass of projectile (e.g. 200ft/sec for 3cu. Ln)
■ Significant energy is required for the softer SOFI particle to penetrate
the relatively hard tile coating
● Test results do show that it is possible at sufficient mass and velocity
■ Conversely, once tile is penetrated SOFI can cause significant damage
● Minor variations in total energy (above penetration level) can cause
significant tile damage
○ Flight condition is significantly outside of test database
■ Volume of ramp is 1920cu in vs 3cu in for test
Review of Test Data Indicates
Conservatism for Tile Penetration
● The existing SOFI on tile test data used to create Crater was reviewed
along with STS-87 Southwest Research data
○ Crater overpredicted penetration of tile coating significantly
■ Initial penetration to be described by normal velocity
● Varies with volume/mass of projectile (e.g. 200ft/sec for 3cu. Ln)
■ Significant energy is required for the softer SOFI particle to penetrate
the relatively hard tile coating
● Test results do show that it is possible at sufficient mass and velocity
■ Conversely, once tile is penetrated SOFI can cause significant damage
● Minor variations in total energy (above penetration level) can cause
significant tile damage
○ Flight condition is significantly outside of test database
■ Volume of ramp is 1920cu in vs 3cu in for test
About Me
What is data storytelling?
● Broken into bits if
necessary
● Adheres to a
common theme as
a whole and in
pieces
Why storytelling?
Beginnings
The Fairy Tale Approach
● Set the scene
The Fairy Tale Approach
● Peak interest
The Fairy Tale Approach
● Conflict/points of improvement
The Fairy Tale Approach
● How to improve / positive outlook
The Fairy Tale Approach
● Set the scene
● Peak interest
● Conflict / points of improvement
● Positive outlook
How the Fairy Tale
Approach Helps
Know What
Information
To Share
Recent
insight
Ongoing
trend/pattern
Goldilocks and the Three Bears
Narrative Takeaway
For Every Narrative
Benefits of
Summary
Slides/Paragraphs
To Visualise or Not to Visualise
W h a t d o y o u w a n t t o c o n v e y ?
Visualisation for the sake of
visual aid is almost always a
bad idea
½ Data Tables & Scorecards
½ Graphs & Charts
TRAFFIC & CONTENT KPIS
SEO DASHBOARD
TRAFFIC
TRAFFIC OVERVIEW
YOY NET TRAFFIC BY LANDING PAGE CATEGORY
TRAFFIC BREAKDOWN
Trend Recognition
Line Graphs
Bar Charts
Scatterplots
Pie Charts
Combo Charts
Line Graphs
Bar Charts
Scatterplots
Pie Charts
Combo Charts
Dashboards
Takeaways
● Know what to share
○ Fairytale Approach
■ Set the scene
■ Peak interest
■ Conflict
■ Positive outlook
○ 2 positives 2 negatives
○ One takeaway per narrative
Takeaways
● Know what to visualise
○ 50-50 data tables / graphs
○ Trend graphs
○ Dashboards x Narrative
Conclusion
linkedin.com/in/edasalihoglu

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How to be a data storyteller

  • 1. How to be a data storyteller Slideshare.Net/EdaSalihoglu linkedin.com/in/edasalihoglu Eda Salihoglu KAIZEN
  • 3.
  • 4. Review of Test Data Indicates Conservatism for Tile Penetration ● The existing SOFI on tile test data used to create Crater was reviewed along with STS-87 Southwest Research data ○ Crater overpredicted penetration of tile coating significantly ■ Initial penetration to be described by normal velocity ● Varies with volume/mass of projectile (e.g. 200ft/sec for 3cu. Ln) ■ Significant energy is required for the softer SOFI particle to penetrate the relatively hard tile coating ● Test results do show that it is possible at sufficient mass and velocity ■ Conversely, once tile is penetrated SOFI can cause significant damage ● Minor variations in total energy (above penetration level) can cause significant tile damage ○ Flight condition is significantly outside of test database ■ Volume of ramp is 1920cu in vs 3cu in for test
  • 6. Review of Test Data Indicates Conservatism for Tile Penetration ● The existing SOFI on tile test data used to create Crater was reviewed along with STS-87 Southwest Research data ○ Crater overpredicted penetration of tile coating significantly ■ Initial penetration to be described by normal velocity ● Varies with volume/mass of projectile (e.g. 200ft/sec for 3cu. Ln) ■ Significant energy is required for the softer SOFI particle to penetrate the relatively hard tile coating ● Test results do show that it is possible at sufficient mass and velocity ■ Conversely, once tile is penetrated SOFI can cause significant damage ● Minor variations in total energy (above penetration level) can cause significant tile damage ○ Flight condition is significantly outside of test database ■ Volume of ramp is 1920cu in vs 3cu in for test
  • 7. Review of Test Data Indicates Conservatism for Tile Penetration ● The existing SOFI on tile test data used to create Crater was reviewed along with STS-87 Southwest Research data ○ Crater overpredicted penetration of tile coating significantly ■ Initial penetration to be described by normal velocity ● Varies with volume/mass of projectile (e.g. 200ft/sec for 3cu. Ln) ■ Significant energy is required for the softer SOFI particle to penetrate the relatively hard tile coating ● Test results do show that it is possible at sufficient mass and velocity ■ Conversely, once tile is penetrated SOFI can cause significant damage ● Minor variations in total energy (above penetration level) can cause significant tile damage ○ Flight condition is significantly outside of test database ■ Volume of ramp is 1920cu in vs 3cu in for test
  • 8. Review of Test Data Indicates Conservatism for Tile Penetration ● The existing SOFI on tile test data used to create Crater was reviewed along with STS-87 Southwest Research data ○ Crater overpredicted penetration of tile coating significantly ■ Initial penetration to be described by normal velocity ● Varies with volume/mass of projectile (e.g. 200ft/sec for 3cu. Ln) ■ Significant energy is required for the softer SOFI particle to penetrate the relatively hard tile coating ● Test results do show that it is possible at sufficient mass and velocity ■ Conversely, once tile is penetrated SOFI can cause significant damage ● Minor variations in total energy (above penetration level) can cause significant tile damage ○ Flight condition is significantly outside of test database ■ Volume of ramp is 1920cu in vs 3cu in for test
  • 10.
  • 11. What is data storytelling?
  • 12. ● Broken into bits if necessary ● Adheres to a common theme as a whole and in pieces
  • 15.
  • 16. The Fairy Tale Approach ● Set the scene
  • 17. The Fairy Tale Approach ● Peak interest
  • 18. The Fairy Tale Approach ● Conflict/points of improvement
  • 19. The Fairy Tale Approach ● How to improve / positive outlook
  • 20. The Fairy Tale Approach ● Set the scene ● Peak interest ● Conflict / points of improvement ● Positive outlook
  • 21. How the Fairy Tale Approach Helps
  • 24. Goldilocks and the Three Bears
  • 27. To Visualise or Not to Visualise W h a t d o y o u w a n t t o c o n v e y ?
  • 28. Visualisation for the sake of visual aid is almost always a bad idea
  • 29. ½ Data Tables & Scorecards ½ Graphs & Charts
  • 30. TRAFFIC & CONTENT KPIS SEO DASHBOARD TRAFFIC TRAFFIC OVERVIEW YOY NET TRAFFIC BY LANDING PAGE CATEGORY TRAFFIC BREAKDOWN
  • 35. Takeaways ● Know what to share ○ Fairytale Approach ■ Set the scene ■ Peak interest ■ Conflict ■ Positive outlook ○ 2 positives 2 negatives ○ One takeaway per narrative
  • 36. Takeaways ● Know what to visualise ○ 50-50 data tables / graphs ○ Trend graphs ○ Dashboards x Narrative