SilvioMJZ_DataSciPortfolio

This repository includes my latest publicly available projects in the realms of Data Science and Economics and Behavioral Science research.

Table of Contents

• Introduction
• Projects
  • Python Assignments
    • Coursera EDA
    • Spotify Top 50 Analysis
    • Calculator Package
  • Contract Parser
  • Shiny App
  • Research Presentations
  • Discrete Choice Model Estimation
• How to Use

Introduction

Welcome to my Data Science and Research Projects Portfolio! This repository showcases various projects that I've worked on, mainly regarding Data Science, Data Analytics, Data Visualization, Machine Learning and Economics and Behavioral Science research.

Projects

Python Assignments

Coursera EDA

• Description: This project involves using data visualizations to explore the features of Coursera courses data and to test if there are meaningful relationships between the variables found in the dataset.
• Files: The python_assignments/Coursera_EDA folder contains all the relevant files for this project.

Spotify Top 50 Analysis

• Description: This project analyzes the top 50 songs on Spotify using various data science techniques.
• Files: The Spotify_Top_50_Analysis folder contains all the relevant files for this analysis.

Calculator Package

• Description: This package provides a simple calculator class that performs operations such as addition, subtraction, multiplication, division, nth root calculation, and the ability to reset the calculator's state.
• Files: The CalculatorPackage folder contains all the relevant files for this package.

Contract Parser

• Description: This project contains a script for parsing information of collective labor contracts (CCT) in Mexico from official website URLS. The extracted data is saved to Excel tables. The script uses Selenium for web scraping and BeautifulSoup for parsing the HTML content.
• Files: The web_scraping/contract_parser folder contains all the relevant files for this project.

Shiny App

• Description: This directory contains an R Shiny app that provides graphical tools to understand the crisis of violence related to organized crime in Mexico over the past two decades.
• Live App: Shiny App on shinyapps.io It's a bit heavy, so wait about six seconds for all graphs to load correctly.
• Files: The shiny_app folder contains all the relevant files for the Shiny app.

Research Presentations

• Description: This section contains presentations of economics papers and my own research.
• Files: The research_presentations folder contains all the relevant files for these presentations.

Discrete Choice Model Estimation

• Description: This project includes files related to the estimation of discrete choice models, demonstrating techniques used in econometrics.
• Files: The Discrete_choice_model_estimation folder contains all the relevant files for this analysis.

How to Use

Cloning the Repository

To clone this repository to your local machine, use the following command:

git clone https://github.com/your-username/SilvioMJZ_DataSciPortfolio.git