Student Name: Thet Win
Modified Date: June 1, 2024
This program assists a pharmaceutical company that specializes in anti-cancer medications by analyzing study done on 249 mice that were identified with SCC tumors who received treatment with a range of drug regimens.
Utilizing Pandas functionalities to produce bar chart, pie chart, box plots and scatter plots, analysis was carried out to determine correlations, liner regression and outliers. The results obtained compare the performance of Pymaceutical's drug of interest, Capomulin against the other treatment regimens.
The following analytical tasks were carried out in this project:
-
Prepare the datasets
-
Generate summary statistics.
-
Create bar charts and pie charts.
-
Calculate quartiles, find outliers, and create a box plot.
-
Create a line plot and a scatter plot.
-
Calculate correlation and regression.