class: left, bottom, title-slide # Module 2: Performance Analytics ## EME6356: Learning & Web Analytics ### Dr. Bret Staudt Willet ### January 18, 2022 --- class: inverse, center, middle #
**View the slides:** [bretsw.github.io/eme6356-ss22-module2](https://bretsw.github.io/eme6356-ss22-module2) --- # Data stories <img src="img/2-data-story-tweet-1.jpg" width="300px" style="display: block; margin: auto;" /> (Tweet from [@alvinfoo](https://twitter.com/alvinfoo/status/1431458670684954629)) --- # Data vulnerability <img src="img/2-data-story-tweet-2.png" width="420px" style="display: block; margin: auto;" /> (Tweet from [@josephfcox](https://twitter.com/josephfcox/status/1481628964632379397)) --- class: inverse, center, middle #
<br> <br> Module 1 Discussion <br> Themes and Kudos --- class: inverse, center, middle #
<br> <br> Module 1 Discussion <br> Final Thoughts? --- class: inverse, center, middle #
<br> <br> Module 2: <br> Performance Analytics --- class: inverse, center, middle #
<br> <br> **Defining Analytics** --- class: inverse, left, middle # Analytics: --- class: inverse, left, middle # Analytics: ### Measure --- class: inverse, left, middle # Analytics: ### Measure
Collect --- class: inverse, left, middle # Analytics: ### Measure
Collect
Analyze --- class: inverse, left, middle # Analytics: ### Measure
Collect
Analyze
Report --- class: inverse, center, middle #
<br> <br> **Performance at Home** --- # Performance at Home <img src="img/couch.jpg" width="480px" style="display: block; margin: auto;" /> Measure
Collect
Analyze
Report -- **What might we measure?** --- # Performance at Home <img src="img/couch.jpg" width="480px" style="display: block; margin: auto;" /> - How has your electricity usage increased due to working from home, if at all? -- - How have your sleep patterns changed since having a baby? -- - How has your heart rate changed since starting a new exercise routine? --- # Performance Analytics Example ### Flipgrid <img src="img/6356-icon.jpg" width="600px" style="display: block; margin: auto;" /> -- **What might we measure?** --- # Performance Analytics Example ### Flipgrid: Daily Steps During COVID-19 <img src="img/2-fitbit-daily-steps.png" width="720px" style="display: block; margin: auto;" /> View the code [on GitHub](https://github.com/bretsw/fitbit) --- # Performance Analytics Example ### Flipgrid: Resting Heart Rate During Move <img src="img/2-fitbit-resting-heart-rate.png" width="720px" style="display: block; margin: auto;" /> View the code [on GitHub](https://github.com/bretsw/fitbit) --- # Performance Analytics Example ### Flipgrid: Heart Rate Yesterday <img src="img/2-fitbit-heart-rate-yesterday.png" width="720px" style="display: block; margin: auto;" /> View the code [on GitHub](https://github.com/bretsw/fitbit) --- class: inverse, center, middle #
<br> <br> **Performance at Work** --- # Performance at Work <img src="img/workshop.jpg" width="600px" style="display: block; margin: auto;" /> Measure
Collect
Analyze
Report -- **What might we measure?** --- # Performance at Work <img src="img/workshop.jpg" width="600px" style="display: block; margin: auto;" /> - How has your productivity changed due to working from home, if at all? -- - Who do you tend to seek for professional advice? -- - How has the sentiment of team messages changed during COVID-19? --- # Performance Analytics Example ### GitHub <img src="img/6356-icon.jpg" width="600px" style="display: block; margin: auto;" /> -- **What might we measure?** --- # Performance Analytics Example ### GitHub User Profile: @bretsw <img src="img/2-github-activity-bretsw.png" width="720px" style="display: block; margin: auto;" /> [View the webpage](https://github.com/bretsw) --- # Performance Analytics Example ### GitHub User Profile: @hadley <img src="img/2-github-activity-hadley.png" width="720px" style="display: block; margin: auto;" /> [View the webpage](https://github.com/hadley) --- # Performance Analytics Example ### GitHub: {tidytags} R Package Contributors <img src="img/2-github-tidytags-contributors.png" width="100%" style="display: block; margin: auto;" /> [View the webpage](https://github.com/bretsw/tidytags/graphs/contributors) --- # Performance Analytics Example ### GitHub: {rtweet} R Package Contributors <img src="img/2-github-rtweet-contributors.png" width="100%" style="display: block; margin: auto;" /> [View the webpage](https://github.com/ropensci/rtweet/graphs/contributors) --- # Performance Analytics Example ### GitHub: {tidytags} R Package Development Timeline <img src="img/2-github-tidytags-commits.png" width="100%" style="display: block; margin: auto;" /> [View the webpage](https://github.com/bretsw/tidytags/graphs/commit-activity) Also check out [{tidytags} Code Frequency](https://github.com/bretsw/tidytags/graphs/code-frequency) --- class: inverse, center, middle # Looking ahead --- # Semester schedule <img src="img/across-time.jpg" width="720px" style="display: block; margin: auto;" /> - **Module 2:** Performance Analytics - **Module 3:** Learning Analytics - **Module 4:** Web Analytics - **Module 5:** Data Visualization - **Module 6:** Ethics in Learning Analytics - **Module 7:** Future of Analytics - **Module 8:** Case Discussions --- # Module structure <img src="img/workshop.jpg" width="480px" style="display: block; margin: auto;" /> -- -
Meet (Tuesdays at 8pm EST on Zoom) -- -
Explore -- -
Read -- -
Discuss (Flipgrid or VoiceThread) -- -
Create --- # Major Assignments <img src="img/build.jpg" width="480px" style="display: block; margin: auto;" /> -- ### Discussion (40%) -- - Flipgrid (4 x 50 points) -- - VoiceThread (4 x 50 points) --- # Major Assignments <img src="img/build.jpg" width="480px" style="display: block; margin: auto;" /> ### Analytics Assignments (60%) -- - Analytics Problem Plan (100 points) - **due end of Module 3** -- - Analytics Practice (200 points) -- - Analytics Case Presentation (200 points; group project) -- - Analytics Ethics Statement (100 points) --- class: inverse, center, middle # Questions? <img src="img/question.jpg" width="480px" style="display: block; margin: auto;" /> **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)