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# multifaceted visualization
<img src="polytopes.gif" width=500 />
Kai Chang<br/>
<a href="//bl.ocks.org/syntagmatic">bl.ocks.org/syntagmatic</a><br/>
---
class: small
### Matrix or Punchcard Plots
Data points are rows and dimensions/properties are columns.</br>
These visualizations are analogous to a spreadsheet or data table.
### Small Multiples
Display the same visualization multiple times.<br/>
Either once for each dimension/category or varying along a dimension like time.
### Parallel Coordinates
Dimensions are arranged as vertical axes, datapoints as polylines across the visualization.<br/>
These are not standard line graphs, unless the dimensions are slices of time.
### Visual Encodings and Animation
Such as Hans Rosling's animated bubbleplot.<br/>
Use color, size, position, brightness, strokes, shapes and other visual encodings to layer in data attributes.
### Interaction
Allow the user to interactively filter or change dimensions of the visualization.
---
class: inverse, bottom, right
background-image: url(campfire_oli_2018312_crop_lrg.jpg)
Camp Fire<br/>
Nov 8, 2018<br/>
NASA Landsat 8
---
background-image: url(air-quality.png)
background-size: contain
## San Francisco Bay Area Air Quality
---
background-image: url(hans-rosling.gif)
---
## Air Quality Calendars
<a href="//bl.ocks.org/syntagmatic/1061eef4ce7545bdd52537dcef952e7e"><img src="air-calendars.png" width=890 style="margin: 20px 0 20px -50px;"/></a>
Small multiples of daily air quality in five Chinese cities.<br/>
Data collected by the US State Department.<br/>
Based on Daniel Overstreet's <a href="//bl.ocks.org/dhoboy/c6d3072074b1a9f717cf66068f34d8b6">China Air Quality Calendars</a>
---
## Small Multiples
<img src="drought-map.png" width=100% />
Also see <a href="https://bost.ocks.org/mike/drought/">Sanity-check Drought Map</a> by Mike Bostock
---
class: middle, inverse
<blockquote>Cubism, by giving the inside and outside,<br/>
the top, bottom, back, and front and the rest,<br/>in two dimensions, drops the illusion of perspective<br/>in favor of instant sensory awareness of the whole</blockquote>
Marshall McLuhan
---
## Nutrient Parallel Coordinates
<a href="//bl.ocks.org/syntagmatic/raw/3150059/"><img src="nut-parcoords.gif"/>
<a href="//bl.ocks.org/syntagmatic/raw/3150059/">Nutrient Explorer</a>
<a href="https://bl.ocks.org/syntagmatic/05a5b0897a48890133beb59c815bd953">Nutrient Parallel Coordinates IV</a>
---
## Metagenomics - Enviromental microbial biodiversity
<img src="metag-1.png" width=650/>
---
<a href="//stamen.github.io/metag/matrix/thiocyanate-reactor.html"><img src="metag-3.png" width=900 style="margin-left: -50px"></a>
---
class: inverse
background-image: url(genome-summary.png)
background-size: contain
---
class: inverse, center, middle
<a href="//stamen.github.io/metag/sulfur/thiocyanate.html#color=nightrider"><img src="genome-summary-interactions.gif" width=800/></a>
---
class: center, middle
<a href="//stamen.github.io/metag/taxonomy/parcoords.html"><img src="metag-parcoords.png" width=800/></a>
---
background-image: url(metag-4.png)
background-size: contain
---
background-image: url(metag-5.png)
background-size: contain
---
background-image: url(metag-6.png)
background-size: contain
---
background-image: url(metag-7.png)
background-size: contain
---
background-image: url(metag-8.png)
background-size: contain
---
class: inverse
background-image: url(metag-treemap.png)
background-size: contain
---
.left-column[
## Satellite Ground Tracks
]
.right-column[
<a href="https://bl.ocks.org/syntagmatic/4446b31c6cd746eedaeb"><img src="space-stations.png" width=360/></a><br/>
<a href="https://bl.ocks.org/syntagmatic/6c149c08fc9cde682635"><img src="science-sats-2.gif" width=360/></a><br/>
<a href="//bl.ocks.org/syntagmatic/dd17d7b62fb4fbb56897"><img src="debris-fields.gif" width=360/></a>
]
---
.left-column[
## Exoplanets
]
.right-column[
<a href="//bl.ocks.org/syntagmatic/81569910d887d9c782fce11deac68f39"><img src="exoplanets-parcoords.png" width=600/></a>
<a href="https://bl.ocks.org/syntagmatic/1f48d7abcd8e4cb040bd9263cff10700"><img src="exoplanets.png" width=600/></a>
]
---
## WHO Immunization Report
<a href="https://github.com/stamen/who-immunization-2016#who-immunization-report">Open Source Visualizations</a>
<a href="who-punchcards.png"><img src="who-punchcards-top.png" width=240/></a>
<a href="afr-dropout-treemap.png"><img src="afr-dropout-treemap.png" width=240/></a>
<a href="who-bubbleplot.png"><img src="who-bubbleplot-small.png" width=240/></a>
<a href="who-dorling.png"><img src="who-dorling.png" width=240/></a>
<a href="who-slopegraph.png"><img src="who-slopegraph.png" width=240/></a>
<a href="//studio.stamen.com/who-immunization/update/2016/subnational/scatter_multiples_09_05_2017.html"><img src="who-multiples.png" width=240/></a>
Disclaimer: These screenshots were development prototypes
---
## 4 Dimensional Polytopes
.left-column[
**<a href="https://bl.ocks.org/syntagmatic/c7d6ea0132c956140cbb">Simplex, Tesseract and Orthoplex</a>**
<a href="https://bl.ocks.org/syntagmatic/a6a51f04e61ff21341f2">24-cell</a> <a href="//syntagmatic.github.io/hypersolid/examples/24cell.html">·</a>
<a href="https://bl.ocks.org/syntagmatic/2535ea0b1800ff254f58">120-cell</a> <a href="//syntagmatic.github.io/hypersolid/examples/120cell.html">·</a>
<a href="https://bl.ocks.org/syntagmatic/e6583e486f6df0c86b0f">600-cell</a> <a href="//syntagmatic.github.io/hypersolid/examples/600cell.html">·</a>
<a href="//syntagmatic.github.io/hypersolid/examples/600trunc-simple.html">Truncated 600-cell</a>
]
.right-column[
<img src="hypersolid-1.png" width=530 style="margin-left: 30px"/>
<span style="opacity: 0.25">
<img src="hypersolid-2.png" width=190 />
<img src="hypersolid-3.png" width=190 />
<img src="hypersolid-4.png" width=190 />
</span>
These are the four-dimensional analogues of the tetrahedron, cube, octahedron, icosahedron and dodecahedron...<br/>plus the 24-cell.
]
---
## 4 Dimensional Polytopes
.left-column[
<a href="https://bl.ocks.org/syntagmatic/c7d6ea0132c956140cbb">Simplex, Tesseract and Orthoplex</a>
**<a href="https://bl.ocks.org/syntagmatic/a6a51f04e61ff21341f2">24-cell</a> <a href="//syntagmatic.github.io/hypersolid/examples/24cell.html">·</a>**
<a href="https://bl.ocks.org/syntagmatic/2535ea0b1800ff254f58">120-cell</a> <a href="//syntagmatic.github.io/hypersolid/examples/120cell.html">·</a>
<a href="https://bl.ocks.org/syntagmatic/e6583e486f6df0c86b0f">600-cell</a> <a href="//syntagmatic.github.io/hypersolid/examples/600cell.html">·</a>
<a href="//syntagmatic.github.io/hypersolid/examples/600trunc-simple.html">Truncated 600-cell</a>
]
.right-column[
<span style="opacity: 0.25">
<img src="hypersolid-1.png" width=530 style="margin-left: 30px"/>
</span>
<img src="hypersolid-2.png" width=190 />
<span style="opacity: 0.25">
<img src="hypersolid-3.png" width=190 />
<img src="hypersolid-4.png" width=190 />
</span>
]
---
## 4 Dimensional Polytopes
.left-column[
<a href="https://bl.ocks.org/syntagmatic/c7d6ea0132c956140cbb">Simplex, Tesseract and Orthoplex</a>
<a href="https://bl.ocks.org/syntagmatic/a6a51f04e61ff21341f2">24-cell</a> <a href="//syntagmatic.github.io/hypersolid/examples/24cell.html">·</a>
**<a href="https://bl.ocks.org/syntagmatic/2535ea0b1800ff254f58">120-cell</a> <a href="//syntagmatic.github.io/hypersolid/examples/120cell.html">·</a>**
<a href="https://bl.ocks.org/syntagmatic/e6583e486f6df0c86b0f">600-cell</a> <a href="//syntagmatic.github.io/hypersolid/examples/600cell.html">·</a>
<a href="//syntagmatic.github.io/hypersolid/examples/600trunc-simple.html">Truncated 600-cell</a>
]
.right-column[
<span style="opacity: 0.25">
<img src="hypersolid-1.png" width=530 style="margin-left: 30px"/>
<img src="hypersolid-2.png" width=190 />
</span>
<img src="hypersolid-3.png" width=190 />
<span style="opacity: 0.25">
<img src="hypersolid-4.png" width=190 />
</span>
]
---
## 4 Dimensional Polytopes
.left-column[
<a href="https://bl.ocks.org/syntagmatic/c7d6ea0132c956140cbb">Simplex, Tesseract and Orthoplex</a>
<a href="https://bl.ocks.org/syntagmatic/a6a51f04e61ff21341f2">24-cell</a> <a href="//syntagmatic.github.io/hypersolid/examples/24cell.html">·</a>
<a href="https://bl.ocks.org/syntagmatic/2535ea0b1800ff254f58">120-cell</a> <a href="//syntagmatic.github.io/hypersolid/examples/120cell.html">·</a>
**<a href="https://bl.ocks.org/syntagmatic/e6583e486f6df0c86b0f">600-cell</a> <a href="//syntagmatic.github.io/hypersolid/examples/600cell.html">·</a>**
<a href="//syntagmatic.github.io/hypersolid/examples/600trunc-simple.html">Truncated 600-cell</a>
]
.right-column[
<span style="opacity: 0.25">
<img src="hypersolid-1.png" width=530 style="margin-left: 30px"/>
<img src="hypersolid-2.png" width=190 />
<img src="hypersolid-3.png" width=190 />
</span>
<img src="hypersolid-4.png" width=190 />
]
---
## 4 Dimensional Polytopes
.left-column[
<a href="https://bl.ocks.org/syntagmatic/c7d6ea0132c956140cbb">Simplex, Tesseract and Orthoplex</a>
<a href="https://bl.ocks.org/syntagmatic/a6a51f04e61ff21341f2">24-cell</a> <a href="//syntagmatic.github.io/hypersolid/examples/24cell.html">·</a>
<a href="https://bl.ocks.org/syntagmatic/2535ea0b1800ff254f58">120-cell</a> <a href="//syntagmatic.github.io/hypersolid/examples/120cell.html">·</a>
<a href="https://bl.ocks.org/syntagmatic/e6583e486f6df0c86b0f">600-cell</a> <a href="//syntagmatic.github.io/hypersolid/examples/600cell.html">·</a>
**<a href="//syntagmatic.github.io/hypersolid/examples/600trunc-simple.html">Truncated 600-cell</a>**
]
.right-column[
<span style="opacity: 0.25">
<img src="hypersolid-1.png" width=530 style="margin-left: 30px"/>
<img src="hypersolid-2.png" width=190 />
<img src="hypersolid-3.png" width=190 />
<img src="hypersolid-4.png" width=190 />
</span>
<img src="hypersolid-5.png" width=190 style="margin-left: 197px;" />
]
---
class: center, middle
tack
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