/Pymaceuticals

Clinical Trial Data Analysis Using Pandas and Matplotlib within Jupyter Notebook

Primary LanguageJupyter Notebook

Pymaceuticals

Python Matplotlib Project:
Clinical Trial Data Analysis Using Pandas and Matplotlib within Jupyter Notebook

Project Discription : Using clinical trial data on 250 mice that were treated with a variety of drug regimes over 45 days analyze the tumor volume changes, metastasis occurence, survival rate and percent change in tumor size to see how the four main treatments (Capomulin, Infubinol, Ketapril, and Placebo) compare in effectiveness.


Analyzed Trends:
1)Capomulin was the only analyzed drug to show a decrease in tumor size over the course of treatment, with an average percent change of -19.5%.
2)While Capomulin had a decrease of tumor growth over time it still had an increase in metastases over the course of treatment.
3)Capomulin was the only analyzed drug to have a surival rate of >80%, all other analyzed drugs had a survival rate of <50%