Exploratory Data Analysis - Python - Data Visualization

Exploratory analysis of ESBL rates among bacteremia in Enterobacterales using Matplotlib on Jupyter Notebook to create annotated bar graphs, multi-bar graphs, stacked bar graphs and pie-charts. The code for the data visualization is attached above as ESBL-Kp sampling.py

Total number of bacteremia cases from 2016 to 2022

ESBL rates among E.coli bacteremia cases

ESBL rates among Klebsiella pneumoniae

Selection of ESBL positive Klebsiella pneumoniae

The sample study frame is a combination of ceftriaxone resistant isolates and ESBL positive isolates