MIRCA/Lorrca EDA with VOE Context

Author

Jonathan Wade

Published

April 28, 2025

1. Setup

2. Load Data

3. Initial Data Exploration

Get a first look at the data structure, types, and content.


--- Interactive Data Table ---

4. Data Cleaning and Preprocessing

Clean column names, check missing values, and convert data types (Output hidden).

5. Exploratory Data Analysis

Explore distributions and relationships between key variables.

5.1 Univariate Analysis - Key Numeric Variables

5.2 Univariate Analysis - Key Categorical Variables

5.3 Bivariate Analysis: MIRCA vs. Lorrca


--- Correlation Matrix (Key Numeric Variables) ---

5.4 Bivariate Analysis: Key Numeric Variables vs. VOE Status (2 Weeks)

5.5 Bivariate Analysis: Key Numeric Variables vs. VOE/ACS Status (1 Year Post)

5.6 Bivariate Analysis: Key Numeric Variables vs. Comorbidity Status (1 Year Post)

6. Summary