To model the probability of a soccer coach leave his/her team during Campeonato Brasileiro for 10 chosen teams and considering years 2018, 2019 and 2020.

Related tags

Deep Learningquemrodarodada
Overview

quemrodarodada

Main aim

To model the probability of a soccer coach leave his/her team during Campeonato Brasileiro for 10 chosen teams and considering years 2018, 2019 and 2020.

How to use it

  1. Run 01_Manipul_dados.ipynb and 02_Manipul_dados.ipynb to process and organize data.

  2. Run 03_descritivas.ipynb for descriptive analysis.

  3. Run 04_Modelo.ipynb to fit a logistic regression model to the data.

Python Libraries

  • pandas

  • numpy

  • seaborn

  • sklearn

  • matplotlib

  • altair

DATA

Remarks

This project was developed in Google colab and hence the code asks for Google Drive access.

Last update

December 13, 2021

Author

Acknowledment

This project is part of the Machine Learning subject from Master em Jornalismo de Dados, Automação e Data Storytelling from INSPER.

Many thanks to @BurgosNY and Eduardo Colagrossi for the assistance.

Owner
Larissa Sayuri Futino Castro dos Santos
Statistician - Data Scientist - Studying Data Journalism (she/her)
Larissa Sayuri Futino Castro dos Santos
GitHub Repository
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