Website
Final Notebook
Final Poster
Final Report
Screencast Demo
Below is a table that will navigate you through the folders we have provided and what files they contain.
| Folder Name | Files |
|---|---|
| CLEANED Datasets | Contains all 4 pre-processed datasets. |
| Iteration Presentations | Contains 3 iteration presentations that detail the important decisions made throughout the semester, project progress, and overall creative process. |
| Notebooks | Contains all 4 individual Jupyter/Google Collab Notebooks with statistical analysis based on personal dataset. |
| Raw Datasets | Contains all 4 raw datasets taken directly from Kaggle. |
| Visual Code | Contains the files of code for our D3.js and Tableau visuals. |
| Miscellaneous Files | Description |
|---|---|
| Combined.csv | Merged .csv file of all applicable datasets. |
| TODO.md | Document with details pertaining to features we were unable to implement. |
Project Description:
Create an exploratory visual that is both engaging and informative to a user about Heart Diease based on selected symptoms!
Project Goal:
- Create an
interactivevisual. - Show the correlation between the most common Heart Disease symptoms and their Heart Health Status.
Implemented Features:
| Category | Feature |
|---|---|
| Statistical | Complete Regressional Analysis for each of our top contributing risk factors (Age, Cholesterol, Diabetes, Hypertension, Physical Inactivity, and Smoking) |
| Successful application of PCA to all datasets to narrow down which of the factors have the most impact on heart diease. | |
| Thorough Statistical Analysis and K-Means Clustering for a more in-depth analysis. | |
| Visual | Create accurate and engaging visuals for all statistical tests performed on the data. |
The Team:
| Member | Role |
|---|---|
| Sarah Price | Data Analyser, Project Manager |
| Ruth Whitehouse | Data Modeler, Client Liaison |
| Shababa "May" Kamreen | Data Visualizer, Scrum Master |
| Haley "Lily" Sheppard | Data Visualizer, Project Scribe |
Technologies:
| Name | Role |
|---|---|
| Python | Primary Programming Language |
| Jupyter Notebook | Statistics |
| Tableau | Visualization |
| D3.jS | Dynamic Visualization |
Our website is hosted/deployed by Netify. The code for the website is located under a branch called newbranch. In order to edit or add any information, you will have to switch to that branch and either edit the code directly in GitHub, or open the code in a text editor on your local machine.