From c6e244fa1d63ba68a647ecb62b194f5b3ee71efc Mon Sep 17 00:00:00 2001 From: Sehroz Khan Date: Mon, 28 Oct 2024 22:35:01 -0400 Subject: [PATCH] Update README.md --- src/notebooks/README.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/src/notebooks/README.md b/src/notebooks/README.md index 88788ed..fd604c7 100644 --- a/src/notebooks/README.md +++ b/src/notebooks/README.md @@ -2,17 +2,17 @@ Directory contains the Jupyter notebooks for analyzing the heart failure prediction dataset. -### 1. Data Cleaning (`01_data_cleaning_heart_failure.ipynb`) +### 1. Data Cleaning (`data_cleaning_heart_failure.ipynb`) - Initial data loading and inspection - Data cleaning steps: - Removed records with invalid Cholesterol (0) - Removed records with invalid RestingBP (0) - Reduced dataset from 918 to 746 records -### 2. Data Visualization (`02_data_visualization.ipynb`) +### 2. Data Visualization (`data_visualization.ipynb`) - Uses cleaned data from notebook 1 - Created visualizations: - Age distribution by heart disease status - Correlation heatmap of key features - Gender distribution analysis -- Saved visualizations to `data/figures/` \ No newline at end of file +- Saved visualizations to `data/figures/`