feat (viz): SE's modification of the 'data stages' graphic with visua…

…lization included (with mods from NL)
lter · Nov 13, 2024 · 11521ec · 11521ec
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diff --git a/_freeze/mod_data-viz/execute-results/html.json b/_freeze/mod_data-viz/execute-results/html.json
diff --git a/_freeze/mod_data-viz/figure-html/multi-modal-1.png b/_freeze/mod_data-viz/figure-html/multi-modal-1.png
diff --git a/images/image_data-stages-with-viz.png b/images/image_data-stages-with-viz.png
diff --git a/mod_data-viz.qmd b/mod_data-viz.qmd
@@ -44,6 +44,15 @@ We'll have two guests to kick off today's class. Each has been involved in synth
 
 :::
 
+## Data Visualization & The Synthesis Workflow
+
+As shown in the graphic below, visualization can be valuable throughout the lifecycle of a synthesis project, albeit in different ways at different phases of a project.
+
+<p align="center">
+<img src="images/image_data-stages-with-viz.png" alt="Diagram depicting how raw data is transformed to cleaned data, then standardized data, and finally to published data products by a set of scripts between each 'type' of data" width="90%"/>
+<figcaption>Diagram of data stages from raw data to published products. Credit: Margaret O'Brian & Li Kui & Sarah Elmendorf </figcaption>
+</p>
+
 ## Visualization for Exploration
 
 Exploratory data visualization is an important part of any scientific project. Before launching into analysis it is valuable to make some simple plots to scan the contents. These plots may reveal any number of issues, such as typos, sensor calibration problems or differences in the protocol over time.