https://github.com/marcos-venicius/planting-profit-prediction

A study upon planting data to predict the final gross profit using linear regression
https://github.com/marcos-venicius/planting-profit-prediction

ai alura linear-regression machine-learning ml

Last synced: 7 days ago
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A study upon planting data to predict the final gross profit using linear regression

• Host: GitHub
• URL: https://github.com/marcos-venicius/planting-profit-prediction
• Owner: marcos-venicius
• License: mit
• Created: 2024-03-27T11:03:42.000Z (8 months ago)
• Default Branch: main
• Last Pushed: 2024-03-27T11:07:55.000Z (8 months ago)
• Last Synced: 2024-03-27T12:27:10.697Z (8 months ago)
• Topics: ai, alura, linear-regression, machine-learning, ml
• Language: Jupyter Notebook
• Homepage:
• Size: 955 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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# Predicting profit based on planting data

_The [data.csv](./data.csv) file is from: [Alura cursos vertex repository](https://github.com/alura-cursos/vertex/tree/main/dados)._

This notebook tries to make some study upon planting data to predict the profit based on planting information.

![image](https://github.com/marcos-venicius/planting-profit-prediction/assets/94018427/96c3c091-f71a-43a2-8d39-a0af84c597be)

![image](https://github.com/marcos-venicius/planting-profit-prediction/assets/94018427/ef2970c9-5737-459c-978b-0386eba8f61d)

![image](https://github.com/marcos-venicius/planting-profit-prediction/assets/94018427/4dcf394f-a613-4685-9a92-ba4079599883)

**Independent variables**

- Área plantada (Planted Area)

- pH do Solo (Soil pH)

- Temperatura do Solo (Soil Temperature)

**Dependent variables**

- Lucro Bruto (Gross Profit)

### Credits

I used [this medium article](https://ivanildo-batista13.medium.com/regress%C3%A3o-linear-m%C3%BAltipla-em-python-eb4b6603a3) as a reference to this project.