About Data Analysis Report

This RMarkdown file contains the report of the data analysis done for the project on building and deploying a stroke prediction model in R. It contains analysis such as data exploration, summary statistics and building the prediction models. The final report was completed on Sat Nov 22 17:20:26 2025.

Data Description:

According to the World Health Organization (WHO) stroke is the 2nd leading cause of death globally, responsible for approximately 11% of total deaths.

This data set is used to predict whether a patient is likely to get stroke based on the input parameters like gender, age, various diseases, and smoking status. Each row in the data provides relevant information about the patient.

Task One: Import data and data preprocessing

Load data and install packages

Describe and explore the data

Task Two: Build prediction models

Task Three: Evaluate and select prediction models

Task Four: Deploy the prediction model

Task Five: Findings and Conclusions

O arquivo r_chunk_execution.R é apenas um rascunho de código R que você pode usar para testar comandos, mas o relatório final deve ser preenchido no arquivo .Rmd.

Você pode começar copiando o código do próximo bloco (Describe and explore the data) no seu arquivo .Rmd. Você já executou a primeira parte (Load data and install packages) no console, agora vamos para a próxima.

Vou atualizar o bloco de código “Describe and explore the data” no seu arquivo R Markdown.