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

• Brasileirao Série A: from https://basedosdados.org/dataset/mundo-transfermarkt-competicoes

• Tecnicos: gotten manually from https://interativos.globoesporte.globo.com/futebol/rotatividade-dos-tecnicos/

Remarks

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

Last update

December 13, 2021

Author

• Larissa Sayuri Futino Castro dos Santos
• @amandaaudi
• @carinadourado
• @ingridyrs
• Meyrele Torres
• @victorfariassb

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.