Investigating Breast Cancer Dataset

Project Overview

• Manipulate sqlite database
• Extract data to plot summary statistics for breast cancer patients
• Perform Survival times analysis for patients stratified by their age at the time of diagnosis
• Calculate intention to test, test, and negative rate for patients
• Create an App to perform survival time analysis with slider element for age at the time of diagnosis

Packages used:

1. pandas
2. sqlite3
3. lifelines
4. datetime
5. seaborn
6. matplotlib
7. streamlit (for developing and deploying the app)

Data:

Randomly generated

Future work:

1. Extend the app to include Gender based stratification
2. Include multi-page functionality