Presentation Schedule on May 10 6:30 pm

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

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

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
---
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)

