antuniooh / probability-and-statistics-database-analysis Goto Github PK

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

2 - Average - Performs averaging for x and y.

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

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

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

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

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

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

# 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.

Antonio Gustavo	Henrique Vital	Erik Silva
22.119.001-0	22.119.078-8	22.119.074-7