For this project, we partnered with Capital Health to provide an opportunity for Rider University students to work on real-life analytics problems using a real-life dataset. The data collected from Capital Health for their Hospital on the Deborah campus can be downloaded from Canvas Files. For each patient admitted during the period Mar 2021 – Feb 2022, this dataset includes:
The Hospital would like to research some questions to manage the available resources to treat their patients and reach out to high-risk groups for preventative screening procedures. In particular, the manager would like to research which are the two most frequent diagnoses so they can arrange the appropriate resources. The manager also wants to investigate whether there is any connection of the two most common diagnosis with the gender, race, or residence (i.e., zip code) of the patients, so they can allocate more medical staff
and/or open new facilities to accommodate patients.
To respond to the manager,answer the following questions using the appropriate plots or tables for this data set. In addition, justify your answer by analyzing the outcome of the plot or table that you have used for the analysis.
To answer this question, you need to Create contingency tables for the frequency and relative frequency, then plot the bar charts:
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