Ignacio Sanchez's repositories
Sport_machine_learning
The code extracts the tables according to some configuration automatically, selects tables, filters, normalizes it, aggregates in different ways, imputes missing data and runs advanced descriptive methods. The methods used are the biplot, a method similar to PCA that allows to create an optimal representation of both the rows and columns to see the main patterns in the data.
Game_data_analysis
ETL, descriptive analysis and reliability ratings for items selection
Injury_prediction_project
This code is built to make an injury prediction with the tables of GPS sessions and the injury record table. Different steps of filtering aggregation, transformation are taken. A machine learning benchmarking process is built to tune parameters and choose between the possible final tables obtained and 8 different algorithms.
Chess-Analysis
Visualization project with chess data. adjusting code from Gavin Steininger and developing new features
HOSPITAL_SOCIAL_MEDIA
Análisis del uso de Redes Sociales en Hospitales (Estados Unidos y España)
Portability-Project
Shiny visualizations of Spanish telco portability data
SQL-Hierarchy-project
This project includes SQL code to orde