/EDA-on-Student-Mental-Health-Analysis-Using-Python

Mental health is a critical aspect of students' well-being. This project explores various factors affecting students' mental health through data analysis and visualization.

Primary LanguageJupyter Notebook

EDA on Student Mental health Analysis Using Python

This repository contains an Exploratory Data Analysis (EDA) project aimed at understanding the mental health status of students using a dataset from Kaggle.

Overview

Mental health is a critical aspect of students' well-being. This project explores various factors affecting students' mental health through data analysis and visualization.

Analysis

The notebook performs the following steps:

  1. Data Extraction: Using Kaggle API to download and extract the dataset.
  2. Library Imports: Importing essential libraries.
  3. Data Loading: Loading the dataset into pandas DataFrame.
  4. Data Cleaning: Handling missing values and data types. 5.Visualization: Creating plots for data visualization.
  5. Statistical Analysis: Performing statistical tests and analyses.