class: left, bottom, title-slide # Module 5: Data Visualization ## EME6356: Learning & Web Analytics ### Dr. Bret Staudt Willet ### March 1, 2022 --- class: inverse, center, middle #
**View the slides:** [bretsw.github.io/eme6356-ss22-module5](https://bretsw.github.io/eme6356-ss22-module5) --- # Data Stories <img src="img/5-data-story1.png" width="420px" style="display: block; margin: auto;" /> >**"If it's free, you're the product."** (Tweet from [@EthicsInBricks](https://twitter.com/EthicsInBricks/status/1375711433862877187)) --- # Data Stories <img src="img/5-data-story2.png" width="420px" style="display: block; margin: auto;" /> >"Dashboards...alert you to something you should pay attention to. But most of the time they don’t tell you what’s actually happening and they certainly don’t tell you why something is happening." > >[@ry_estrellado on locking in the use of data dashboards](https://ryanestrellado.com/how-to-measure-what-matters) (Tweet from [@john_reyes](https://twitter.com/john_reyes/status/1442854996328976392)) --- class: inverse, center, middle #
<br> <br> Module 4 Discussion <br> Themes and Kudos --- class: inverse, center, middle #
<br> <br> Module 4 Discussion <br> Final Thoughts? --- class: inverse, center, middle #
<br> <br> Module 5: <br> Data Visualization --- class: inverse, center, middle #
<br> <br> **Defining Analytics** **Measure
Collect
Analyze
Report** --- # Data Visualization <img src="img/social-media-phone.jpg" width="600px" style="display: block; margin: auto;" /> Measure
Collect
Analyze
Report -- ###
**What might we measure? How might we report?** --- class: inverse, center, middle #
<br> <br> **Data Visualization** <br><br> Examples --- class: inverse, center, middle #
<br><br> Measure \#1 <br><br>
Just for Fun --- #
Just for Fun <img src="img/5-ex1-1.png" width="100%" style="display: block; margin: auto;" /> --- #
Just for Fun <img src="img/5-ex1-2.png" width="720px" style="display: block; margin: auto;" /> --- class: inverse, center, middle #
<br><br> Measure \#2 <br><br>
Uncertainty --- #
Uncertainty <img src="img/5-ex2-1.png" width="100%" style="display: block; margin: auto;" /> --- #
Uncertainty <img src="img/5-ex2-2.png" width="100%" style="display: block; margin: auto;" /> --- #
Uncertainty <img src="img/5-ex2-3.png" width="100%" style="display: block; margin: auto;" /> --- #
Uncertainty <img src="img/5-ex2-4.png" width="100%" style="display: block; margin: auto;" /> --- class: inverse, center, middle #
<br><br> Measure \#3 <br><br>
Time --- #
Time <img src="img/5-ex3-1.png" width="720px" style="display: block; margin: auto;" /> --- #
Time <img src="img/5-ex3-2.png" width="100%" style="display: block; margin: auto;" /> --- #
Time <img src="img/5-ex3-3.png" width="100%" style="display: block; margin: auto;" /> --- #
Time <img src="img/5-ex3-4.png" width="100%" style="display: block; margin: auto;" /> --- #
Time <img src="img/5-ex3-5.png" width="520px" style="display: block; margin: auto;" /> --- class: inverse, center, middle #
<br><br> Measure \#4 <br><br>
Networks --- #
Networks <img src="img/5-ex4-1.png" width="100%" style="display: block; margin: auto;" /> --- #
Networks <img src="img/5-ex4-2.png" width="100%" style="display: block; margin: auto;" /> --- #
Networks <img src="img/5-ex4-3.png" width="480px" style="display: block; margin: auto;" /> --- #
Networks <img src="img/5-ex4-4.png" width="480px" style="display: block; margin: auto;" /> --- class: inverse, center, middle #
<br><br> Measure \#5 <br><br>
Topics --- #
Topics <img src="img/5-ex5-1.png" width="480px" style="display: block; margin: auto;" /> --- #
Topics <img src="img/5-ex5-2.png" width="480px" style="display: block; margin: auto;" /> --- #
Topics <img src="img/5-ex5-3.png" width="360px" style="display: block; margin: auto;" /> --- #
Topics <img src="img/5-ex5-4.png" width="100%" style="display: block; margin: auto;" /> --- #
Topics <img src="img/5-ex5-5.png" width="100%" style="display: block; margin: auto;" /> --- #
Topics <img src="img/5-ex5-6.png" width="100%" style="display: block; margin: auto;" /> --- class: inverse, center, middle # Collection of Data Visualization Tools <div class="padlet-embed" style="border:1px solid rgba(0,0,0,0.1);border-radius:2px;box-sizing:border-box;overflow:hidden;position:relative;width:100%;background:#F4F4F4"><p style="padding:0;margin:0"><iframe src="https://fsu.padlet.org/embed/xxl6opndte57rmc5" frameborder="0" allow="camera;microphone;geolocation" style="width:100%;height:420px;display:block;padding:0;margin:0"></iframe></p><div style="padding:8px;text-align:right;margin:0;"><a href="https://padlet.com?ref=embed" style="padding:0;margin:0;border:none;display:block;line-height:1;height:16px" target="_blank"><img src="https://padlet.net/embeds/made_with_padlet.png" width="86" height="16" style="padding:0;margin:0;background:none;border:none;display:inline;box-shadow:none" alt="Made with Padlet"></a></div></div> --- class: inverse, center, middle #
<br> <br> What might we measure? <br> <br> How might we report? --- class: inverse, center, middle #
<br><br> Looking Ahead --- # Semester schedule <img src="img/across-time.jpg" width="100%" style="display: block; margin: auto;" /> - **Module 5:** Data Visualization - **Module 6:** Ethics in Analytics - **Module 7:** Future of Analytics - **Module 8:** Case Discussions --- # Major Assignments <img src="img/build.jpg" width="480px" style="display: block; margin: auto;" /> ### Analytics Assignments -- - Analytics Practice (200 points) - **due end of Module 5** -- - Analytics Case Presentation (200 points; group project) -- - Analytics Ethics Statement (100 points) --- class: inverse, center, middle #
<br><br> Questions <hr> **What questions can I answer for you now?** **How can I support you this week?** <hr>
[bret.staudtwillet@fsu.edu](mailto:bret.staudtwillet@fsu.edu) |
[@bretsw](https://twitter.com/bretsw) |
[bretsw.com](http://bretsw.com) |
[GitHub](https://github.com/bretsw/)