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followers: 1.0 following: 3.0 repos: 14.0 gists: 0.0

Name: Guillermo Díaz

Type: User

Bio: I studied Statistics and Big Data. I am interested in the automation of everything.

Hi there 👋

These are the projects I have been working on lately:

Web Scraping with Github Actions

I am scraping every film shown in Spanish public tv, namely TDT. I get data about the date, time, channel and some variables on the film shown (title, director, length, country, etc): repository.
Here I scrape the sport programs shown in Spanish public sports channel, Teledeporte. Eventually I would like to explore how different sports are distributed in the channel: repository.
In this repository I scrape a local cinema: repository.
I scrape Spanish football data (only first division): repository.

Models in R with tidymodels

Classification

Very basic logistic regression applied to Kaggle titanic competition: repository.
Random forest applied to Kaggle titanic competition: repository.
XGBoost applied to Kaggle titanic competition with some parameter tuning: repository.

SQL

I created a personal music database to learn something about the design of it and to have some personal data to practice with for online SQL courses: repository.

Guillermo Díaz's Projects

automatic-web-scraping-of-a-local-cinema

Using GitHub Actions to automate the web scraping of a Burgos cinema website. I want to create a database and later analyse the range and quality of movies shown in my town's cinema.

automatic-web-scraping-of-spanish-tdt-films

This is a repository to automate the scraping of every film shown in the Spanish public TV, using rvest and GitHub actions.

automatic-web-scraping-of-teledeporte

Is it really Teletenis? We will see in soon...

databases

A bunch of databases I scrape or create or whatever.

design-and-creation-of-a-basic-music-database

Design and creation of a music database in PostgreSQL.

football-data.co.uk-analysis-ready-data

A series of R scripts to clean and preprocces Football-Data.co.uk data.

guillediaz7

kaggle-competitions

These repository will contain every Kaggle competition I join, both in R and Python.

nyc-taxi-data

Import public NYC taxi and for-hire vehicle (Uber, Lyft) trip data into a PostgreSQL or ClickHouse database

open-traffic-collection

Collection of open data resources for traffic information

rmarkdown_reports

A collection of RMarkdown reports.

teaching_materials

useful-r-resources

A compilation of R resources that helped me.

useful-r-resources---models

A ordered list of resources to use statistical and ML models.

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