Module 8: Case Discussions

.title[
# Module 8: Case Discussions
]
.subtitle[
## EME6356: Learning & Web Analytics
]
.author[
### Dr. Bret Staudt Willet
]
.date[
### November 29, 2022
]

---

# <svg aria-hidden="true" role="img" viewBox="0 0 576 512" style="height:1em;width:1.12em;vertical-align:-0.125em;margin-left:auto;margin-right:auto;font-size:inherit;fill:#fff;overflow:visible;position:relative;"><path d="M512 32H160c-35.35 0-64 28.65-64 64v224c0 35.35 28.65 64 64 64H512c35.35 0 64-28.65 64-64V96C576 60.65 547.3 32 512 32zM528 320c0 8.822-7.178 16-16 16h-16l-109.3-160.9C383.7 170.7 378.7 168 373.3 168c-5.352 0-10.35 2.672-13.31 7.125l-62.74 94.11L274.9 238.6C271.9 234.4 267.1 232 262 232c-5.109 0-9.914 2.441-12.93 6.574L176 336H160c-8.822 0-16-7.178-16-16V96c0-8.822 7.178-16 16-16H512c8.822 0 16 7.178 16 16V320zM224 112c-17.67 0-32 14.33-32 32s14.33 32 32 32c17.68 0 32-14.33 32-32S241.7 112 224 112zM456 480H120C53.83 480 0 426.2 0 360v-240C0 106.8 10.75 96 24 96S48 106.8 48 120v240c0 39.7 32.3 72 72 72h336c13.25 0 24 10.75 24 24S469.3 480 456 480z"/></svg>

**View the slides:**

[bretsw.com/eme6356-fs22-module8](https://bretsw.com/eme6356-fs22-module8)

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# <svg aria-hidden="true" role="img" viewBox="0 0 512 512" style="height:1em;width:1em;vertical-align:-0.125em;margin-left:auto;margin-right:auto;font-size:inherit;fill:#fff;overflow:visible;position:relative;"><path d="M456 32h-304C121.1 32 96 57.13 96 88v320c0 13.22-10.77 24-24 24S48 421.2 48 408V112c0-13.25-10.75-24-24-24S0 98.75 0 112v296C0 447.7 32.3 480 72 480h352c48.53 0 88-39.47 88-88v-304C512 57.13 486.9 32 456 32zM464 392c0 22.06-17.94 40-40 40H139.9C142.5 424.5 144 416.4 144 408v-320c0-4.406 3.594-8 8-8h304c4.406 0 8 3.594 8 8V392zM264 272h-64C186.8 272 176 282.8 176 296S186.8 320 200 320h64C277.3 320 288 309.3 288 296S277.3 272 264 272zM408 272h-64C330.8 272 320 282.8 320 296S330.8 320 344 320h64c13.25 0 24-10.75 24-24S421.3 272 408 272zM264 352h-64c-13.25 0-24 10.75-24 24s10.75 24 24 24h64c13.25 0 24-10.75 24-24S277.3 352 264 352zM408 352h-64C330.8 352 320 362.8 320 376s10.75 24 24 24h64c13.25 0 24-10.75 24-24S421.3 352 408 352zM400 112h-192c-17.67 0-32 14.33-32 32v64c0 17.67 14.33 32 32 32h192c17.67 0 32-14.33 32-32v-64C432 126.3 417.7 112 400 112z"/></svg> Data Stories

>Circular #dataviz showing average daily temperatures around the year for selected cities of the world, sorted by latitude (plus an alternative version sorted by overall average in the 🧵). Made with #rstats + #ggplot2 and #Figma.

(Tweet from [@CedScherer](https://twitter.com/CedScherer/status/1513964792461074437))

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# <svg aria-hidden="true" role="img" viewBox="0 0 512 512" style="height:1em;width:1em;vertical-align:-0.125em;margin-left:auto;margin-right:auto;font-size:inherit;fill:#fff;overflow:visible;position:relative;"><path d="M256 31.1c-141.4 0-255.1 93.12-255.1 208c0 49.62 21.35 94.98 56.97 130.7c-12.5 50.37-54.27 95.27-54.77 95.77c-2.25 2.25-2.875 5.734-1.5 8.734c1.249 3 4.021 4.766 7.271 4.766c66.25 0 115.1-31.76 140.6-51.39c32.63 12.25 69.02 19.39 107.4 19.39c141.4 0 255.1-93.13 255.1-207.1S397.4 31.1 256 31.1zM127.1 271.1c-17.75 0-32-14.25-32-31.1s14.25-32 32-32s32 14.25 32 32S145.7 271.1 127.1 271.1zM256 271.1c-17.75 0-31.1-14.25-31.1-31.1s14.25-32 31.1-32s31.1 14.25 31.1 32S273.8 271.1 256 271.1zM383.1 271.1c-17.75 0-32-14.25-32-31.1s14.25-32 32-32s32 14.25 32 32S401.7 271.1 383.1 271.1z"/></svg> <br><br> Module 7 Discussion <br> Final Thoughts?

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(See the [course syllabus](https://canvas.fsu.edu/courses/207638/assignments/syllabus))

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1.1 Identify the basic steps in the analytics process: measure, collect, analyze, and report.

1.2 Analyze foundational analytics concepts.

5.1 Apply data visualization for telling analytics stories.

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2.1 Apply analytics to improve performance at home and at work.

3.1 Apply analytics to improve performance in educational settings (K12 to higher ed; formal to informal).

4.1 Apply analytics to evaluate online activity.

6.1 Assess ethical considerations and challenges for using analytics.

7.1 Identify trends and future directions of analytics.

8.1 Critique presentations of how analytics have been or may be applied to solving a real-world problem.

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3.2 Develop an analytics plan that identifies and describes a real-world problem and explains how analytics might be used to address the problem through data collection, data analysis, and reporting phases.

5.2 Develop an analytics report that identifies a data source, accesses/collects the data, analyzes it, generates data visualizations, and tells its story.

7.2 Evaluate a situation in which analytics have been or may be applied to solving a real-world problem and create a compelling presentation of your evaluation.

8.2 Develop an ethics report that identifies and describes ethical considerations related to using analytics to solve a real-world problem and explains specific ethical concerns of data collection, data analysis, and reporting phases.

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5.2 Develop an analytics report that identifies a data source, accesses/collects the data, analyzes it, generates data visualizations, and tells its story.

7.2 Evaluate a situation in which analytics have been or may be applied to solving a real-world problem and create a compelling presentation of your evaluation.

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5.2 Develop an analytics report that identifies a data source, accesses/collects the data, analyzes it, generates data visualizations, and tells its story.

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# <svg aria-hidden="true" role="img" viewBox="0 0 576 512" style="height:1em;width:1.12em;vertical-align:-0.125em;margin-left:auto;margin-right:auto;font-size:inherit;fill:#fff;overflow:visible;position:relative;"><path d="M256 96C256 113.7 270.3 128 288 128C305.7 128 320 113.7 320 96V32H394.8C421.9 32 446 49.08 455.1 74.63L572.9 407.2C574.9 413 576 419.2 576 425.4C576 455.5 551.5 480 521.4 480H320V416C320 398.3 305.7 384 288 384C270.3 384 256 398.3 256 416V480H54.61C24.45 480 0 455.5 0 425.4C0 419.2 1.06 413 3.133 407.2L120.9 74.63C129.1 49.08 154.1 32 181.2 32H255.1L256 96zM320 224C320 206.3 305.7 192 288 192C270.3 192 256 206.3 256 224V288C256 305.7 270.3 320 288 320C305.7 320 320 305.7 320 288V224z"/></svg> <br><br> Looking Back, Looking Ahead

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# <svg aria-hidden="true" role="img" viewBox="0 0 576 512" style="height:1em;width:1.12em;vertical-align:-0.125em;margin-left:auto;margin-right:auto;font-size:inherit;fill:#fff;overflow:visible;position:relative;"><path d="M256 96C256 113.7 270.3 128 288 128C305.7 128 320 113.7 320 96V32H394.8C421.9 32 446 49.08 455.1 74.63L572.9 407.2C574.9 413 576 419.2 576 425.4C576 455.5 551.5 480 521.4 480H320V416C320 398.3 305.7 384 288 384C270.3 384 256 398.3 256 416V480H54.61C24.45 480 0 455.5 0 425.4C0 419.2 1.06 413 3.133 407.2L120.9 74.63C129.1 49.08 154.1 32 181.2 32H255.1L256 96zM320 224C320 206.3 305.7 192 288 192C270.3 192 256 206.3 256 224V288C256 305.7 270.3 320 288 320C305.7 320 320 305.7 320 288V224z"/></svg> Looking Back, Looking Ahead

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# <svg aria-hidden="true" role="img" viewBox="0 0 512 512" style="height:1em;width:1em;vertical-align:-0.125em;margin-left:auto;margin-right:auto;font-size:inherit;fill:#fff;overflow:visible;position:relative;"><path d="M331.8 224.1c28.29 0 54.88 10.99 74.86 30.97l19.59 19.59c40.01-17.74 71.25-53.3 81.62-96.65c5.725-23.92 5.34-47.08 .2148-68.4c-2.613-10.88-16.43-14.51-24.34-6.604l-68.9 68.9h-75.6V97.2l68.9-68.9c7.912-7.912 4.275-21.73-6.604-24.34c-21.32-5.125-44.48-5.51-68.4 .2148c-55.3 13.23-98.39 60.22-107.2 116.4C224.5 128.9 224.2 137 224.3 145l82.78 82.86C315.2 225.1 323.5 224.1 331.8 224.1zM384 278.6c-23.16-23.16-57.57-27.57-85.39-13.9L191.1 158L191.1 95.99l-127.1-95.99L0 63.1l96 127.1l62.04 .0077l106.7 106.6c-13.67 27.82-9.251 62.23 13.91 85.39l117 117.1c14.62 14.5 38.21 14.5 52.71-.0016l52.75-52.75c14.5-14.5 14.5-38.08-.0016-52.71L384 278.6zM227.9 307L168.7 247.9l-148.9 148.9c-26.37 26.37-26.37 69.08 0 95.45C32.96 505.4 50.21 512 67.5 512s34.54-6.592 47.72-19.78l119.1-119.1C225.5 352.3 222.6 329.4 227.9 307zM64 472c-13.25 0-24-10.75-24-24c0-13.26 10.75-24 24-24S88 434.7 88 448C88 461.3 77.25 472 64 472z"/></svg> <br><br> Data Analytics Tools

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# <svg aria-hidden="true" role="img" viewBox="0 0 512 512" style="height:1em;width:1em;vertical-align:-0.125em;margin-left:auto;margin-right:auto;font-size:inherit;fill:#fff;overflow:visible;position:relative;"><path d="M331.8 224.1c28.29 0 54.88 10.99 74.86 30.97l19.59 19.59c40.01-17.74 71.25-53.3 81.62-96.65c5.725-23.92 5.34-47.08 .2148-68.4c-2.613-10.88-16.43-14.51-24.34-6.604l-68.9 68.9h-75.6V97.2l68.9-68.9c7.912-7.912 4.275-21.73-6.604-24.34c-21.32-5.125-44.48-5.51-68.4 .2148c-55.3 13.23-98.39 60.22-107.2 116.4C224.5 128.9 224.2 137 224.3 145l82.78 82.86C315.2 225.1 323.5 224.1 331.8 224.1zM384 278.6c-23.16-23.16-57.57-27.57-85.39-13.9L191.1 158L191.1 95.99l-127.1-95.99L0 63.1l96 127.1l62.04 .0077l106.7 106.6c-13.67 27.82-9.251 62.23 13.91 85.39l117 117.1c14.62 14.5 38.21 14.5 52.71-.0016l52.75-52.75c14.5-14.5 14.5-38.08-.0016-52.71L384 278.6zM227.9 307L168.7 247.9l-148.9 148.9c-26.37 26.37-26.37 69.08 0 95.45C32.96 505.4 50.21 512 67.5 512s34.54-6.592 47.72-19.78l119.1-119.1C225.5 352.3 222.6 329.4 227.9 307zM64 472c-13.25 0-24-10.75-24-24c0-13.26 10.75-24 24-24S88 434.7 88 448C88 461.3 77.25 472 64 472z"/></svg> Data Analytics Tools

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# <svg aria-hidden="true" role="img" viewBox="0 0 448 512" style="height:1em;width:0.88em;vertical-align:-0.125em;margin-left:auto;margin-right:auto;font-size:inherit;fill:#fff;overflow:visible;position:relative;"><path d="M160 32V64H288V32C288 14.33 302.3 0 320 0C337.7 0 352 14.33 352 32V64H400C426.5 64 448 85.49 448 112V160H0V112C0 85.49 21.49 64 48 64H96V32C96 14.33 110.3 0 128 0C145.7 0 160 14.33 160 32zM0 192H448V464C448 490.5 426.5 512 400 512H48C21.49 512 0 490.5 0 464V192zM80 256C71.16 256 64 263.2 64 272V368C64 376.8 71.16 384 80 384H176C184.8 384 192 376.8 192 368V272C192 263.2 184.8 256 176 256H80z"/></svg> Semester schedule

- **Module 8:** Case Discussions - **module ends December 4**

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### Analytics Assignments

- Analytics Ethics Statement (100 points) - **due December 4**

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# <svg aria-hidden="true" role="img" viewBox="0 0 320 512" style="height:1em;width:0.62em;vertical-align:-0.125em;margin-left:auto;margin-right:auto;font-size:inherit;fill:#fff;overflow:visible;position:relative;"><path d="M204.3 32.01H96c-52.94 0-96 43.06-96 96c0 17.67 14.31 31.1 32 31.1s32-14.32 32-31.1c0-17.64 14.34-32 32-32h108.3C232.8 96.01 256 119.2 256 147.8c0 19.72-10.97 37.47-30.5 47.33L127.8 252.4C117.1 258.2 112 268.7 112 280v40c0 17.67 14.31 31.99 32 31.99s32-14.32 32-31.99V298.3L256 251.3c39.47-19.75 64-59.42 64-103.5C320 83.95 268.1 32.01 204.3 32.01zM144 400c-22.09 0-40 17.91-40 40s17.91 39.1 40 39.1s40-17.9 40-39.1S166.1 400 144 400z"/></svg> <br><br> Questions

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**What questions can I answer for you now?**

**How can I support you this week?**

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