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DATAVISUALIZATIONVIA
TABLEAU
SOLVING AN EXCEL PROBLEM
JUL 2017
VICTOR ADEGOKE, MSC
TOPIC
• Tissue slides
• Decisions
• Sample raw file
• Problem
• Consultation
• Steps to Box and Jitters Solution inTableau
• Box and Jitters
• Feedback & Achievements
2
TISSUE SLIDES READ BY PATHOLOGISTS
TISSUE ON THE SLIDE SLIDES UNDER MICROSCPE
3
DECISIONS
The sponsor uses the results generated from the training
slides
• 1.To select pathologist(s) to read the slides for a global
clinical.
• 2.To determine whether the pathologist(s) requires
further training.
• 3.To improve the sponsor algorithms.
Result from the slide read are generated and entered into
an Excel spreadsheet
4
SAMPLE RAW FILE - EXAMPLE5
PROBLEM
• The senior managers struggle to understand the Excel spreadsheet.
• They found the Excel spreadsheet was too crowded when displayed in the presentation
mode.
• There was no way to apply important cut-offs (5%,10%,50%) to the Excel spreadsheet
without extensive manipulation.
• The process was determined to be time-consuming and prone to errors.
6
CONSULTATION
• Consulted with the project manager
• Understand the problem
• Project manager wanted a simpler way to visualize data
• Easy way to report and display the data in conferences
• Went through different chart types such as Histogram, line, e.tc
• Box and jitters was chosen to best display the data inTableau
7
STEPS TO BOX AND JITTERS SOLUTION IN TABLEAU
After extensive research, I found the solution below
• I brought Case Name to columns, and Pivot Field values to rows.This gave me one mark per case name. I then brought Pivot Field Names to color
• Next issue, coming up with a random method to scatter the marks.
•
I created a calculation called 'Random Int' containing this formula:
• ((PREVIOUS_VALUE(MIN(327680)) * 1140671485 + 12820163) % (2^24))
• .And a second calculation for good measure, called 'Random Number' containing:
• INT([Random Int] / (2^24) * 100) + 1
• I then brought 'Random Number' to columns, right clicked it, selected 'Computer Using'>Pivot Field Names...
8
BOX AND JITTERS9
FEEDBACK &
ACHIEVEMENTS
• Project manager was able to present data to a larger
audience with confidence
• Faster response time and feedback to pathologists
• Reusable Tableau template
• Dynamic dashboard
• The cut-offs 5%, 10%, 50% were used in real-time
• Saved time
10
REFERENCES
• https://www.bing.com/images/search?q=tissue+slide+images&qpvt=tissue+slide+images&F
ORM=IGRE
11
QUESTIONS
EMAIL:DEMOLALOVE31@GMAIL.COM
12

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Data Visualization via Tableau: Solving an Excel Problem

  • 1. DATAVISUALIZATIONVIA TABLEAU SOLVING AN EXCEL PROBLEM JUL 2017 VICTOR ADEGOKE, MSC
  • 2. TOPIC • Tissue slides • Decisions • Sample raw file • Problem • Consultation • Steps to Box and Jitters Solution inTableau • Box and Jitters • Feedback & Achievements 2
  • 3. TISSUE SLIDES READ BY PATHOLOGISTS TISSUE ON THE SLIDE SLIDES UNDER MICROSCPE 3
  • 4. DECISIONS The sponsor uses the results generated from the training slides • 1.To select pathologist(s) to read the slides for a global clinical. • 2.To determine whether the pathologist(s) requires further training. • 3.To improve the sponsor algorithms. Result from the slide read are generated and entered into an Excel spreadsheet 4
  • 5. SAMPLE RAW FILE - EXAMPLE5
  • 6. PROBLEM • The senior managers struggle to understand the Excel spreadsheet. • They found the Excel spreadsheet was too crowded when displayed in the presentation mode. • There was no way to apply important cut-offs (5%,10%,50%) to the Excel spreadsheet without extensive manipulation. • The process was determined to be time-consuming and prone to errors. 6
  • 7. CONSULTATION • Consulted with the project manager • Understand the problem • Project manager wanted a simpler way to visualize data • Easy way to report and display the data in conferences • Went through different chart types such as Histogram, line, e.tc • Box and jitters was chosen to best display the data inTableau 7
  • 8. STEPS TO BOX AND JITTERS SOLUTION IN TABLEAU After extensive research, I found the solution below • I brought Case Name to columns, and Pivot Field values to rows.This gave me one mark per case name. I then brought Pivot Field Names to color • Next issue, coming up with a random method to scatter the marks. • I created a calculation called 'Random Int' containing this formula: • ((PREVIOUS_VALUE(MIN(327680)) * 1140671485 + 12820163) % (2^24)) • .And a second calculation for good measure, called 'Random Number' containing: • INT([Random Int] / (2^24) * 100) + 1 • I then brought 'Random Number' to columns, right clicked it, selected 'Computer Using'>Pivot Field Names... 8
  • 10. FEEDBACK & ACHIEVEMENTS • Project manager was able to present data to a larger audience with confidence • Faster response time and feedback to pathologists • Reusable Tableau template • Dynamic dashboard • The cut-offs 5%, 10%, 50% were used in real-time • Saved time 10