Table of Contents

1. About The Project
2. How To Run

💻 About The Project

Semester project for the subject of Numerical Calculus, a subject taken at Centro Universitário FEI. It consists of analyzing a database

1 - Read - It reads the database, eliminating duplicate data, NAN and missing data.

2 - Linear Regression - Performs multiple linear regression and graphing the regression.

3 - Regression Coefficient - Determine the coefficient of determination R2 of the multiple linear regression.

4 - Pearson's correlation coefficient - Calculates the Pearson correlation coefficient.

5 - Spearman's correlation coefficient - Calculates Spearman's correlation coefficient.

🚀 How To Run

# Clone the repository
$ git clone https://github.com/antuniooh/numerical-calculation-database-analysis.git

# Access the project folder in your terminal / cmd
$ cd numerical-calculation-database-analysis/src

# Install the libs
$ python -m pip install -U pip
$ python -m pip install -U matplotlib
$ python -m pip install -U numpy
$ python -m pip install -U pandas

# In both Windows and Linux, the execution is done by executing the following line in the terminal, or using an IDE of your choice.
$ python main.py

The .ipynb file can also be run on your preferred platform like Jupyter Notebook, Google Colab and the like, just import the "main.ipynb" file and run.

🤖 Authors

Antonio Gustavo	Henrique Vital	Felipe Moreno
22.119.001-0	22.119.078-8	22.119.058-0