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Analytical study on the impact of alcohol consumption on Portuguese students' academic achievements using data science methodologies in Python

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Student Alcohol Consumption Analysis

Overview

This project investigates the alcohol consumption habits of students and how it correlates with their academic performance and personal life. The analysis is done using Python in a Jupyter notebook format.

Dataset

The dataset student-por.csv includes attributes such as weekly alcohol consumption, academic grades, and demographic information about Portuguese students.

Analysis

The Jupyter notebook notebook.ipynb contains:

  • Data Cleaning and Preprocessing
  • Exploratory Data Analysis (EDA) of alcohol consumption patterns
  • Statistical Analysis to understand the impact on academic performance
  • Visualization of key insights

Findings

The study provides insights into the relationship between alcohol consumption levels and student performance, highlighting significant trends and patterns.

How to Run

  1. Ensure Python and Jupyter are installed on your system.
  2. Clone this repository.
  3. Open notebook.ipynb in Jupyter to view and run the analysis.

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Analytical study on the impact of alcohol consumption on Portuguese students' academic achievements using data science methodologies in Python

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