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Personality-and-Drug-use

Create Conda Environment

New environment was created

conda create --name druguse python=3.8.5
conda install -n druguse ipytest==6.1.1
conda install -n druguse ipython
conda install -n druguse jupyterlab
conda install -n druguse seaborn
conda install -n druguse scikit-learn

conda install -c conda-forge xgboost
conda install -c anaconda xlrd

Content of notebook

1 Introduction to task and leading questions

2 Overview of dataset and assumptions

3 Exploring dataset

3.1 Data on drug abuse

3.2 Demographic Data

3.3 Personality Traits

4 First approach for checking assumptions

Modeling

Different models used for prediction can be found here: https://github.com/kevintomas1995/Personality-and-Drug-use/tree/main/Models Python scripts for prediction can be found here: https://github.com/kevintomas1995/Personality-and-Drug-use/tree/main/Pipeline

Presentation

Link: https://docs.google.com/presentation/d/1dE69c3ehc-m2sE0KUZjfO3SgjL6cs18frM0a1b6vVts/edit#slide=id.ga6e2acbddf_0_176

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