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Page 1: Friday, February 15, 2008 1agoodman/... · Friday, February 15, 2008 2. Seeing Science: Today Full Bios are on the ha ndouts & online through iic .ha rva rd.edu Friday, February 15,

Seei

ngScience

1Friday, February 15, 2008

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Seeing Science: Today

2Friday, February 15, 2008

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Seeing Science: Today

Session Introduction: Data & Dimensions (Goodman)

2Friday, February 15, 2008

Page 4: Friday, February 15, 2008 1agoodman/... · Friday, February 15, 2008 2. Seeing Science: Today Full Bios are on the ha ndouts & online through iic .ha rva rd.edu Friday, February 15,

Seeing Science: Today

Session Introduction: Data & Dimensions (Goodman)

PART 1: HISTORY & OVERVIEW OF SCIENTIFIC VISUALIZATION

2Friday, February 15, 2008

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Seeing Science: Today

Session Introduction: Data & Dimensions (Goodman)

PART 1: HISTORY & OVERVIEW OF SCIENTIFIC VISUALIZATIONMichael Friendly: Milestones in the History of Scientific Visualization

2Friday, February 15, 2008

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Seeing Science: Today

Session Introduction: Data & Dimensions (Goodman)

PART 1: HISTORY & OVERVIEW OF SCIENTIFIC VISUALIZATIONMichael Friendly: Milestones in the History of Scientific VisualizationChris Johnson: Seeing the Results of Scientific Computing

2Friday, February 15, 2008

Page 7: Friday, February 15, 2008 1agoodman/... · Friday, February 15, 2008 2. Seeing Science: Today Full Bios are on the ha ndouts & online through iic .ha rva rd.edu Friday, February 15,

Seeing Science: Today

Session Introduction: Data & Dimensions (Goodman)

PART 1: HISTORY & OVERVIEW OF SCIENTIFIC VISUALIZATIONMichael Friendly: Milestones in the History of Scientific VisualizationChris Johnson: Seeing the Results of Scientific ComputingDiscussion of Part I, and Introduction of Part II: Felice Frankel

2Friday, February 15, 2008

Page 8: Friday, February 15, 2008 1agoodman/... · Friday, February 15, 2008 2. Seeing Science: Today Full Bios are on the ha ndouts & online through iic .ha rva rd.edu Friday, February 15,

Seeing Science: Today

Session Introduction: Data & Dimensions (Goodman)

PART 1: HISTORY & OVERVIEW OF SCIENTIFIC VISUALIZATIONMichael Friendly: Milestones in the History of Scientific VisualizationChris Johnson: Seeing the Results of Scientific ComputingDiscussion of Part I, and Introduction of Part II: Felice Frankel

PART II: WHAT WE CAN UNDERSTAND

2Friday, February 15, 2008

Page 9: Friday, February 15, 2008 1agoodman/... · Friday, February 15, 2008 2. Seeing Science: Today Full Bios are on the ha ndouts & online through iic .ha rva rd.edu Friday, February 15,

Seeing Science: Today

Session Introduction: Data & Dimensions (Goodman)

PART 1: HISTORY & OVERVIEW OF SCIENTIFIC VISUALIZATIONMichael Friendly: Milestones in the History of Scientific VisualizationChris Johnson: Seeing the Results of Scientific ComputingDiscussion of Part I, and Introduction of Part II: Felice Frankel

PART II: WHAT WE CAN UNDERSTANDBarbara Tversky: Cognitive Principles of Graphic Displays

2Friday, February 15, 2008

Page 10: Friday, February 15, 2008 1agoodman/... · Friday, February 15, 2008 2. Seeing Science: Today Full Bios are on the ha ndouts & online through iic .ha rva rd.edu Friday, February 15,

Seeing Science: Today

Session Introduction: Data & Dimensions (Goodman)

PART 1: HISTORY & OVERVIEW OF SCIENTIFIC VISUALIZATIONMichael Friendly: Milestones in the History of Scientific VisualizationChris Johnson: Seeing the Results of Scientific ComputingDiscussion of Part I, and Introduction of Part II: Felice Frankel

PART II: WHAT WE CAN UNDERSTANDBarbara Tversky: Cognitive Principles of Graphic DisplaysStephen Kosslyn: The Application of Cognitive Science Principles to Graphical Presentations

2Friday, February 15, 2008

Page 11: Friday, February 15, 2008 1agoodman/... · Friday, February 15, 2008 2. Seeing Science: Today Full Bios are on the ha ndouts & online through iic .ha rva rd.edu Friday, February 15,

Seeing Science: Today

Session Introduction: Data & Dimensions (Goodman)

PART 1: HISTORY & OVERVIEW OF SCIENTIFIC VISUALIZATIONMichael Friendly: Milestones in the History of Scientific VisualizationChris Johnson: Seeing the Results of Scientific ComputingDiscussion of Part I, and Introduction of Part II: Felice Frankel

PART II: WHAT WE CAN UNDERSTANDBarbara Tversky: Cognitive Principles of Graphic DisplaysStephen Kosslyn: The Application of Cognitive Science Principles to Graphical PresentationsDiscussion of Part II: Felice Frankel

2Friday, February 15, 2008

Page 12: Friday, February 15, 2008 1agoodman/... · Friday, February 15, 2008 2. Seeing Science: Today Full Bios are on the ha ndouts & online through iic .ha rva rd.edu Friday, February 15,

Seeing Science: Today

Session Introduction: Data & Dimensions (Goodman)

PART 1: HISTORY & OVERVIEW OF SCIENTIFIC VISUALIZATIONMichael Friendly: Milestones in the History of Scientific VisualizationChris Johnson: Seeing the Results of Scientific ComputingDiscussion of Part I, and Introduction of Part II: Felice Frankel

PART II: WHAT WE CAN UNDERSTANDBarbara Tversky: Cognitive Principles of Graphic DisplaysStephen Kosslyn: The Application of Cognitive Science Principles to Graphical PresentationsDiscussion of Part II: Felice Frankel

PART III: WHAT WILL WE NEED NEXT?

2Friday, February 15, 2008

Page 13: Friday, February 15, 2008 1agoodman/... · Friday, February 15, 2008 2. Seeing Science: Today Full Bios are on the ha ndouts & online through iic .ha rva rd.edu Friday, February 15,

Seeing Science: Today

Session Introduction: Data & Dimensions (Goodman)

PART 1: HISTORY & OVERVIEW OF SCIENTIFIC VISUALIZATIONMichael Friendly: Milestones in the History of Scientific VisualizationChris Johnson: Seeing the Results of Scientific ComputingDiscussion of Part I, and Introduction of Part II: Felice Frankel

PART II: WHAT WE CAN UNDERSTANDBarbara Tversky: Cognitive Principles of Graphic DisplaysStephen Kosslyn: The Application of Cognitive Science Principles to Graphical PresentationsDiscussion of Part II: Felice Frankel

PART III: WHAT WILL WE NEED NEXT?Introduction of Part III: Curtis Wong

2Friday, February 15, 2008

Page 14: Friday, February 15, 2008 1agoodman/... · Friday, February 15, 2008 2. Seeing Science: Today Full Bios are on the ha ndouts & online through iic .ha rva rd.edu Friday, February 15,

Seeing Science: Today

Session Introduction: Data & Dimensions (Goodman)

PART 1: HISTORY & OVERVIEW OF SCIENTIFIC VISUALIZATIONMichael Friendly: Milestones in the History of Scientific VisualizationChris Johnson: Seeing the Results of Scientific ComputingDiscussion of Part I, and Introduction of Part II: Felice Frankel

PART II: WHAT WE CAN UNDERSTANDBarbara Tversky: Cognitive Principles of Graphic DisplaysStephen Kosslyn: The Application of Cognitive Science Principles to Graphical PresentationsDiscussion of Part II: Felice Frankel

PART III: WHAT WILL WE NEED NEXT?Introduction of Part III: Curtis WongHanspeter Pfister: What Can Computer Science do to help Humans See BIG Data?

2Friday, February 15, 2008

Page 15: Friday, February 15, 2008 1agoodman/... · Friday, February 15, 2008 2. Seeing Science: Today Full Bios are on the ha ndouts & online through iic .ha rva rd.edu Friday, February 15,

Seeing Science: Today

Session Introduction: Data & Dimensions (Goodman)

PART 1: HISTORY & OVERVIEW OF SCIENTIFIC VISUALIZATIONMichael Friendly: Milestones in the History of Scientific VisualizationChris Johnson: Seeing the Results of Scientific ComputingDiscussion of Part I, and Introduction of Part II: Felice Frankel

PART II: WHAT WE CAN UNDERSTANDBarbara Tversky: Cognitive Principles of Graphic DisplaysStephen Kosslyn: The Application of Cognitive Science Principles to Graphical PresentationsDiscussion of Part II: Felice Frankel

PART III: WHAT WILL WE NEED NEXT?Introduction of Part III: Curtis WongHanspeter Pfister: What Can Computer Science do to help Humans See BIG Data?Leland Wilkinson: Automated visualization of Large Datasets Using the Grammar of Graphics Foundation

2Friday, February 15, 2008

Page 16: Friday, February 15, 2008 1agoodman/... · Friday, February 15, 2008 2. Seeing Science: Today Full Bios are on the ha ndouts & online through iic .ha rva rd.edu Friday, February 15,

Seeing Science: Today

Session Introduction: Data & Dimensions (Goodman)

PART 1: HISTORY & OVERVIEW OF SCIENTIFIC VISUALIZATIONMichael Friendly: Milestones in the History of Scientific VisualizationChris Johnson: Seeing the Results of Scientific ComputingDiscussion of Part I, and Introduction of Part II: Felice Frankel

PART II: WHAT WE CAN UNDERSTANDBarbara Tversky: Cognitive Principles of Graphic DisplaysStephen Kosslyn: The Application of Cognitive Science Principles to Graphical PresentationsDiscussion of Part II: Felice Frankel

PART III: WHAT WILL WE NEED NEXT?Introduction of Part III: Curtis WongHanspeter Pfister: What Can Computer Science do to help Humans See BIG Data?Leland Wilkinson: Automated visualization of Large Datasets Using the Grammar of Graphics FoundationDiscussion of Part III: Curtis Wong (joined by Pfister, Wilkinson, and Goodman)

2Friday, February 15, 2008

Page 17: Friday, February 15, 2008 1agoodman/... · Friday, February 15, 2008 2. Seeing Science: Today Full Bios are on the ha ndouts & online through iic .ha rva rd.edu Friday, February 15,

Seeing Science: Today

Session Introduction: Data & Dimensions (Goodman)

PART 1: HISTORY & OVERVIEW OF SCIENTIFIC VISUALIZATIONMichael Friendly: Milestones in the History of Scientific VisualizationChris Johnson: Seeing the Results of Scientific ComputingDiscussion of Part I, and Introduction of Part II: Felice Frankel

PART II: WHAT WE CAN UNDERSTANDBarbara Tversky: Cognitive Principles of Graphic DisplaysStephen Kosslyn: The Application of Cognitive Science Principles to Graphical PresentationsDiscussion of Part II: Felice Frankel

PART III: WHAT WILL WE NEED NEXT?Introduction of Part III: Curtis WongHanspeter Pfister: What Can Computer Science do to help Humans See BIG Data?Leland Wilkinson: Automated visualization of Large Datasets Using the Grammar of Graphics FoundationDiscussion of Part III: Curtis Wong (joined by Pfister, Wilkinson, and Goodman)

Session Wrap-Up (Goodman)

2Friday, February 15, 2008

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Seeing Science: Today

Full Bios are on the handouts& online through iic.harvard.edu

2Friday, February 15, 2008

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Seeing Science: Introduction

Data & Dimensions

Alyssa A. Goodman

Initiative in Innovative Computing @ Harvardand

Harvard-Smithsonian Center for Astrophysics

3Friday, February 15, 2008

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1 quantity on 0 dimensions

Medicine: My Pulse (bpm)

Genomics: Number of

Nucleotides

Astronomy: Speed of Light

(mps)

72

4

186,283

4Friday, February 15, 2008

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1 quantity on 1 dimension

Medicine: Heart Rhythms

Genomics: DNA Sequence

Astronomy: Planet Transit

5Friday, February 15, 2008

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Medicine: X-Ray

Genomics: “Heatmap”

Astronomy: Photograph

1 quantity on 2 dimensions

6Friday, February 15, 2008

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Medicine: X-Ray

Astronomy: Photograph

1 quantity on 2 dimensions

Genomics: “Heatmap”

7Friday, February 15, 2008

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1 quantity on 2 dimensions

7Friday, February 15, 2008

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1 quantity on 2 dimensions

...on 1 dimension

7Friday, February 15, 2008

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>1 quantity

Medicine: Multimodal Imaging

Genomics: “Heatmap”

Astronomy: Color Photograph

on 2 dimensions

8Friday, February 15, 2008

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1 quantity on 3 Dimensions

Medicine: MRI

Astronomy: Spectral-Line Data Cubes

9Friday, February 15, 2008

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Astronomy: Spectral-Line Data Cubes

Medicine: MRI

1 quantity on 3 Dimensions

10Friday, February 15, 2008

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Astronomy: Spectral-Line Data Cubes

1 quantity on 3 Dimensions

10Friday, February 15, 2008

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Astronomy: Spectral-Line Data Cubes

...in two dimensions

1 quantity on 3 Dimensions

10Friday, February 15, 2008

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AstronomicalMedicine@11Friday, February 15, 2008

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AstronomicalMedicine@

3D Viz made with VolView

11Friday, February 15, 2008

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AstronomicalMedicine@11Friday, February 15, 2008

Page 34: Friday, February 15, 2008 1agoodman/... · Friday, February 15, 2008 2. Seeing Science: Today Full Bios are on the ha ndouts & online through iic .ha rva rd.edu Friday, February 15,

COMPLETE=COordinated Molecular Probe Line Exinction Thermal Emission

mm peak (Enoch et al. 2006)

sub-mm peak (Hatchellet al. 2005, Kirk et al. 2006)

13CO (Ridge et al. 2006)

mid-IR IRAC composite from c2d data (Foster, Laakso, Ridge, et al. in prep.)

Optical image (Barnard 1927)

12Friday, February 15, 2008

Page 35: Friday, February 15, 2008 1agoodman/... · Friday, February 15, 2008 2. Seeing Science: Today Full Bios are on the ha ndouts & online through iic .ha rva rd.edu Friday, February 15,

COMPLETE=COordinated Molecular Probe Line Exinction Thermal Emission

mm peak (Enoch et al. 2006)

sub-mm peak (Hatchellet al. 2005, Kirk et al. 2006)

13CO (Ridge et al. 2006)

mid-IR IRAC composite from c2d data (Foster, Laakso, Ridge, et al. in prep.)

Optical image (Barnard 1927)

12Friday, February 15, 2008

Page 36: Friday, February 15, 2008 1agoodman/... · Friday, February 15, 2008 2. Seeing Science: Today Full Bios are on the ha ndouts & online through iic .ha rva rd.edu Friday, February 15,

COMPLETE=COordinated Molecular Probe Line Exinction Thermal Emission

mm peak (Enoch et al. 2006)

sub-mm peak (Hatchellet al. 2005, Kirk et al. 2006)

13CO (Ridge et al. 2006)

mid-IR IRAC composite from c2d data (Foster, Laakso, Ridge, et al. in prep.)

Optical image (Barnard 1927)

12Friday, February 15, 2008

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1 quantity on 4 Dimensions

Medicine: Time-Resolved 3D Imaging

13Friday, February 15, 2008

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Seei

ngScience

14Friday, February 15, 2008

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Seeing Science (this morning & in the future)

✴ evolution of dimensions & data over time

✴ beyond 4D...

✴ too much data?

✴ analysis and statistics

✴ tools for display

15Friday, February 15, 2008

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The Scientists’ Discovery Room: Version 0.01

movie courtesy Daniel Wigdor, taken at MERL, Kendall Square, Cambridge16Friday, February 15, 2008