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Genomics Visualization Slides

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These are slides from a talk I gave at the Data + Creativity Meetup in Oklahoma City. Thanks to Dave King and Exapive for hosting me.

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# Scientific Data and the Visualization Design Process

<a href="//bl.ocks.org/syntagmatic">Kai Chang</a><br/>
<a href="https://twitter.com/syntagmatic">@syntagmatic</a><br/>

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<img src="stamen-sharing-explosion.gif" width="106%" style="margin-left: -3%"/>
_Facebook Flowers_ by Stamen Design

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## Metagenomics Visualization

Banfield Lab at UC Berkeley

Studies ecologies of microorganisms, especially bacteria and archaea.

* Gut microbiome
* Focus on highly acidic environments: runoff from gold mining, energy production
* Genetic samples sequenced directly from environment, rather than cultivation

<img src="tree-of-life.jpg" width=35%/>

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Personal inspiration

## Martin Krzywinski

* Works at the Genome Sciences Center, Canada
* Created Circos, a visualization toolkit for circular graphs

<img src="circos-plottypes.png" width=300/>

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background-image: url(Krzywinski-1.jpg)

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<img src="lizard.genome.jpg" width="108%" style="margin-left: -4%"/>
#### _Lizard Genome Assembly Annotations_ by Martin Krzywinski


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background-image: url(deadlygenomes.jpg)

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#### _Deadly Genomes_ by Martin Krzywinski

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background-image: url(citation-networks.png)

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#### _Citation Networks_ by Moritz Stefaner

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background-image: url(emergence-of-neuroscience.jpg)

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#### _The Emergence of Neuroscience_ by Moritz Stefaner

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## Genome Summary

Displays the number of features/genes associated with an enzyme or metabolic pathway for a set of organisms in a matrix heatmap.

Our task: Improve the performance and design for large genome summaries.

![](metag-1.png)

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background-image: url(ggkbase.png)

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#### Dynamic brushing/filtering with Parallel Coordinates

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<img src="removing-parcoords-filter.gif" height=400px>
#### Dimensions with Taxonomic Hierarchy

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<img src="map-of-the-markets.png" width="114%" style="margin-left: -7%"/>

_Map of the Markets_

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background-image: url(metag-7.png)

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#### Treemap Colored by Species Winner %

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#### Treemap Colored by Class Winner %

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background-image: url(metag-9.png)

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background-image: url(metag-organisms.png)

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background-image: url(thiocyanate-partition-hover.gif)

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background-image: url(metag-11.png)

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background-image: url(genome-summary-interactions.gif)

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## Mike Bostock

* Creator of Polymaps, Protovis and D3.js
* Former graphics editor at NY Times

<img src="bostock.png" width="70%"/>

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background-image: url(miserables-matrix.gif)

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#### _Les Misérables Co-occurrence_ by Mike Bostock

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background-image: url(force-directed.gif)

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#### _Force-Directed Graph_ by Mike Bostock

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background-image: url(pathways.jpg)

#### _Metabolic Pathways_

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### Links

* [Watercolor Maps](//maps.stamen.com/watercolor/#9/35.4676/-97.5164)
* [Facebook Flowers](//stamen.com/work/facebook-flowers/)
* [Evolution of the Flowers](//content.stamen.com/facebook-flowers)
* [NYT Facebook IPO Sketches](//kpq.github.io/chartsnthings/2012/05/amanda-cox-and-countrymen-chart-the-facebook-i-p-o.html)
* [D3.js](//d3js.org/)
* [Mike Bostock](https://bost.ocks.org/mike/)
* [Mike's blocks](//bl.ocks.org/mbostock)
* [Kai's blocks](//bl.ocks.org/syntagmatic)

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### Possible Discussion Topics

* D3.js the JavaScript visualization library
* Web visualization practitioners, collaboration as an open source community
* Open data, especially government sources like USDA, BLS and USGS
* Learning to code and create visualizations
* Stamen and NY Time's graphic design process
* Multidimensional visualization and parallel coordinates
* Visual perception and graphic design

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