Posts

Showing posts from December, 2020

Exploratory Data analysis using Python

Image
EDA on Breast Cancer Survival The dataset contains cases from a study that was conducted between 1958 and 1970 at the University of Chicago's Billings Hospital on the survival of patients who had undergone surgery for breast cancer. Objective To analyse and find out the possibility of patients who will survive beyond 5 years after surgery based on the attributes like Age, Operation Year and Axillary nodes Dataset Information Study that was conducted between 1958 and 1970 Conducted at the University of Chicago's Billings Hospital Survival rate of patients who had undergone surgery for breast cancer. Patient entries count is 306 Exploratory Data Analysis Based on our analysis, we came up with below observations. Questions What is the overall survival rates? Which year has the maximum number of surgeries? Which year has lowest success rate in surgeries? Does the age factor decide the survival chance? Does the axillary nodes deci