antuniooh / probability-and-statistics-database-analysis

Semester project for the subject of Probability and Statistics, a subject attended at Centro Universitário FEI. It consists of analyzing a database

Repository from Github https://github.comantuniooh/probability-and-statistics-database-analysisRepository from Github https://github.comantuniooh/probability-and-statistics-database-analysis

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Table of Contents
  1. About The Project
  2. How To Run

💻 About The Project

Semester project for the subject of Probability and Statistics, a subject attended at Centro Universitário FEI. It consists of analyzing a database

1 - Read - It reads the database, eliminating duplicate data, NAN and missing data. In addition to defining the X and Y. The X refers to the first column of the database and the Y to the last

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2 - Average - Performs averaging for x and y.

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3 - Standard deviation - Performs standard deviation calculation for x and y.

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4 - Median - Performs the median calculation for x and y.

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5 - Variance - Performs the variance calculation for x and y.

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5 - Histogram - Determines the histogram of x and y.

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6 - Correlation Coefficient - Calculates the correlation coefficient of x and y.

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7 - Normality Test - Performs normality test for y and x.

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🚀 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 Erik Silva
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22.119.001-0 22.119.078-8 22.119.074-7

About

Semester project for the subject of Probability and Statistics, a subject attended at Centro Universitário FEI. It consists of analyzing a database

License:MIT License


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Language:Jupyter Notebook 94.2%Language:Python 5.8%