From 63dad82abb325cc8f1b3111023d88757c0e1757f Mon Sep 17 00:00:00 2001 From: Drew Giffin Date: Sun, 19 Oct 2025 09:42:06 -0400 Subject: [PATCH] Added dataset context --- readme.md | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/readme.md b/readme.md index 6e51531..2b8607e 100644 --- a/readme.md +++ b/readme.md @@ -7,3 +7,11 @@ A machine learning project that examines the habits of students with the goal of ## Goal The main goal of this project is to predict a student's stress level, categorized as low, moderate or high, depending on their times spent on different activities and academic performance. By providing clarity on the factors that most influence stress, the project aims to give students actionable context for developing less stressful lifestyles without compromising academic success. + +--- + +## Dataset + +The dataset used in this project was sources from [Kaggle](https://www.kaggle.com/datasets/afnansaifafnan/study-habits-and-activities-of-students), containing information about time spent on daily activities, academic performance, and reported stress level. Each entry has figures like time spent studying, sleeping, exersizing, socializing, and participating in extracurricular activities, as well as GPA. + +The target variable is the **stress level**, indicated as *low*, *moderate* or *high*. These features will allow us to explore the correlation between lifestyle patterns, academic performance and stress. They will also help us build a predictive model capable of identifying which habits most strongly influence stress. \ No newline at end of file