Presentation Schedule on May 10 6:30 pm
- Each presentation can be short as 5 minutes but no longer than 10
minutes.
- Presentations will go in the following order
| Opioid Prescription Rates |
Fay |
| COVID-19 Hospital Data Coverage Detail |
Jacqueline, Lena, & Selma |
| Gun violence in the US |
Angie |
| Gender in the Workforce |
My Vo & Ha Linh |
| Analysis of Doctor Who Series: characteristics that
impact popularity and rating |
Liann |
| Exploring the Key Characteristics of Popular Netflix
Movies and TV Shows from 1954 to Early 2023 |
Samantha R., Chelsea, & Johana |
| Kiki’s Statistical Delivery Service |
Jullie & Sydney |
| Unraveling Cultural Narratives in Art History
Textbooks: A Data-Driven Analysis of Artist Demographics |
Sophie |
| Password Strength |
Kat, Hannah & Hamdi |
| Exploring Factors Affecting Ramen Ratings: An Analysis
of the Ramen Ratings Dataset |
Muskan |
| Sugar Consumption and Greenhouse Gas Emissions in
United States Agriculture |
Sam M. |
| Uncovering Climate Patterns in the US: A Comprehensive
Analysis of NOAA’s Weather |
Celia |
How Your Final Report will be Graded
Recall: Your Final Project is 20% of your Final Grade; 85% of
that will be your final project report.
A turn in link for this is in Moodle here.
Your final project folder (with the required files and directories) is
due on or by Friday May 12 at 11:59 pm.
| Code and output is included and properly formatted in
an .Rmd (which knits) and all required files (including the proposal)
are placed in given directory structure |
10 |
|
|
|
|
|
| No error messages are included (or left
unexplained) |
4 |
|
|
|
|
|
| Generated data visualizations are appropriate,
compelling, Include captions that include the data source(s) |
15 |
|
|
|
|
|
| Use of concepts covered in class is present (other
concepts may be explored) |
10 |
|
|
|
|
|
| Summary statistics, comparison, or any other type of
quantitative analysis is present and supports the analysis; explanations
for why you are removal entire rows (do you need to?); have at least 50
observations even after row removal if are doing that; reasons for
imputation if appropriate and you use. |
15 |
|
|
|
|
|
| Dataset description is included (or referenced) and
comments on the attributes and their units are present |
10 |
|
|
|
|
|
| Data analysis is fully reproducible (or special
requirements for reproducibility are detailed) |
6 |
|
|
|
|
|
| Discussion on findings is sound and coherent |
5 |
|
|
|
|
|
| The analysis is carefully thought-out and there’s not a
bunch of plots or without reason or explanations. |
10 |
|
|
|
|
|
| Future work is included (and/or commentary of
limitations is included) |
5 |
|
|
|
|
|
| Results are clear and a convincing argument is
present |
8 |
|
|
|
|
|
| All data sources, images that are not yours, and sites
that you used are referenced when you used them and all references are
listed at the end of your report. See example report.Rmd |
2 |
|
|
|
|
|
How Your Final Presentation will be Graded
Recall: Your Final Project is 20% of your Final Grade; 15% of
that will be your final project presentation.
The presentation should consist of about 5–10 slides. You should
briefly describe the research question, the data involved, the analysis
performed, and the conclusions drawn from the analysis.
| .Rmd knits and is part of the final project folder
submission |
5 |
|
|
|
|
|
| Data retrieval, curation, and size information
provided |
5 |
|
|
|
|
|
| Total Presentation length is within 5-10 minutes for
your topic, everyone presents |
10 |
|
|
|
|
|
| You should briefly describe the research question, the
analysis performed, and the conclusions drawn from the analysis. |
20 |
|
|
|
|
|
| Use echo=FALSE to focus on output |
4 |
|
|
|
|
|
| Responds well to questions |
10 |
|
|
|
|
|
| Accurate, clear, dynamic, and stimulating responses are
consistently provided |
10 |
|
|
|
|
|
| Visualizations are well-formatted with appropriate
captions and titles |
15 |
|
|
|
|
|
| Coherent and concise narrative throughout the
presentation |
13 |
|
|
|
|
|
| *You filled out the evaluation for the final project -
Pick Appropriate Link (below) |
8 |
|
|
|
|
|
---
title: "Final Project Information"
output: html_notebook
---


## Presentation Schedule on May 10 6:30 pm
- Each presentation can be short as 5 minutes but no longer than 10 minutes.
- Presentations will go in the following order





|Title                                  | Student(s)                 |
|:--------------------------------------|:---------------------------|
|Opioid Prescription Rates               | Fay                    |
|COVID-19 Hospital Data Coverage Detail  | Jacqueline, Lena, & Selma |
| Gun violence in the US                 | Angie                     |
|Gender in the Workforce                 | My Vo & Ha Linh         |
|Analysis of Doctor Who Series: characteristics that impact popularity and rating|Liann|
|Exploring the Key Characteristics of Popular Netflix Movies and TV Shows from 1954 to Early 2023| Samantha R., Chelsea, & Johana|
|Kiki's Statistical Delivery Service            | Jullie & Sydney         |
|Unraveling Cultural Narratives in Art History Textbooks: A Data-Driven Analysis of Artist Demographics| Sophie|
|Password Strength                        |Kat, Hannah & Hamdi     |
Exploring Factors Affecting Ramen Ratings: An Analysis of the Ramen Ratings Dataset| Muskan |
|Sugar Consumption and Greenhouse Gas Emissions in United States Agriculture| Sam M.|
|Uncovering Climate Patterns in the US: A Comprehensive Analysis of NOAA's Weather| Celia|

## How Your Final Report will be Graded 

- Recall: Your Final Project is 20\% of your Final Grade; 85\% of that will be your final project report.

- A turn in link for this is in Moodle [here](https://moodle.simmons.edu/mod/assign/view.php?id=1833073&forceview=1). Your final project folder (with the required files and directories) is due on or by Friday May 12 at 11:59 pm.

  
| Technical requirements                                                                   | Possible points | Outstanding | Good | Passing | Struggling Effort | Not Making Sufficient Effort |
|:-----------------------------------------------------------------------------------------|:---------------:|:-----------:|:----:|:------:|:----------------:|:---------------------------:|
| Code and output is included and properly formatted in an .Rmd (which knits) and all required files (including the proposal) are placed in given directory structure         |       10        |             |      |        |                  |                             |
| No error messages are included (or left unexplained)                                    |        4        |             |      |        |                  |                             |
| Generated data visualizations are appropriate, compelling, Include captions that include the data source(s)         |       15        |             |      |        |                  |                             |
| Use of concepts covered in class is present (other concepts may be explored)            |       10        |             |      |        |                  |                             |
| Summary statistics, comparison, or any other type of quantitative analysis is present and supports the analysis; explanations for why you are removal entire rows (do you need to?); have at least 50 observations even after row removal if are doing that; reasons for imputation if appropriate and you use.           |       15        |             |      |        |                  |                             |
| Dataset description is included (or referenced) and comments on the attributes and their units are present       |       10        |             |      |        |                  |                             |
|  Data analysis is fully reproducible (or special requirements for reproducibility are detailed)     |        6        |             |      |        |                  |                             |


| Narrative                                                                      | Possible points | Outstanding | Good | Passing | Struggling Effort | Not Making Sufficient Effort |
|:-------------------------------------------------------------------------------|:---------------:|:-----------:|:----:|:------:|:----------------:|:---------------------------:|
| Discussion on findings is sound and coherent                                   |        5        |             |      |        |                  |                             |
| The analysis is carefully thought-out and there's not a bunch of plots or without reason or explanations. |       10        |             |      |        |                  |                             |
| Future work is included (and/or commentary of limitations is included)  |        5        |             |      |        |                  |                             |
| Results are clear and a convincing argument is present                         |        8        |             |      |        |                  |                             |
|  All data sources, images that are not yours, and sites that you used are referenced when you used them and all references are listed at the end of your report.  See example report.Rmd  |        2        |             |      |        |                  |                             |



## How Your Final Presentation will be Graded  

- Recall: Your Final Project is 20\% of your Final Grade; 15\% of that will be your final project presentation.

- The presentation should consist of about 5–10 slides. You should briefly describe the research question, the data involved, the analysis performed, and the conclusions drawn from the analysis.

| Presentation requirements                                                           | Possible points | Outstanding | Good | Passing | Struggling Effort | Not Making Sufficient Effort |
|:------------------------------------------------------------------------------------|:---------------:|:-----------:|:----:|:------:|:----------------:|:---------------------------:|
| .Rmd knits and is part of the final project folder submission                       |        5        |             |      |        |                  |                             |
| Data retrieval, curation, and size information provided                             |        5        |             |      |        |                  |                             |
| Total Presentation length is within 5-10 minutes for your topic, everyone presents |       10        |             |      |        |                  |                             |
| You should briefly describe the research question,  the analysis performed, and the conclusions drawn from the analysis.                                 |       20        |             |      |        |                  |                             |
| Use echo=FALSE to focus on output                                                   |       4        |             |      |        |                  |                             |
| Responds well to questions                                                          |       10        |             |      |        |                  |                             |
| Accurate, clear, dynamic, and stimulating responses are consistently provided       |       10        |             |      |        |                  |                             |
| Visualizations are well-formatted with appropriate captions and titles              |       15        |             |      |        |                  |                             |
| Coherent and concise narrative throughout the presentation                          |       13        |             |      |        |                  |                             |
| *You filled out the evaluation for the final project - Pick Appropriate Link (below)                 |        8        |             |      |        |                  |                             |

### *Project Evaluation Link
- *Evaluation of the final project form - due by Friday May 12 at 11:59 pm*

  - If you did yours in a group: https://forms.gle/1HfCu9Hdha9od2ko9
  - If you did yours by yourself: https://forms.gle/7r9ZLoVVJdHTESWt8


- General Information that you have already seen from about the final project is [here](https://rpubs.com/hattawaya/1023510)

