radojicic23/motogp-eda

Exploratory Data Analysis of Nations in MotoGP and their Performances based on how many Championships they have won.

EDA - MotoGP Drivers and Constructors Statistics📊

• Are the Italians the Best in MotoGP Championship?

  In this notebook we are going to try to answer this question and see whether Italy is the best nation when it comes to performance in MotoGP.

  We are going to determine nation performance based on how many championships they have won, both in the constructor championships and in the actual rider championships

  The structure of the notebook:

    - 1. Constructors:
        - 1.1 Number of constructor championships won by each country.
        - 1.2 How the number of wins by each country distribute over the various categories?
        - 1.3 How the categories distribute over the wins of each country?
        - 1.4 How does nation performance change over the various decades? Has the change from 2-stroke to 4-stroke engines influenced it?
        - 1.5 Conclusions on constructor data.
    
    - 2. Drivers:
        - 2.1 Number of drivers per country.
        - 2.2 Number of world championships per country.
        - 2.3 How the championship wins distrubute over the drivers for each country?
        - 2.4  % of drivers that have won championships for the best nations.
        - 2.5 Number of 1st, 2nd, 3rd places per country.
        - 2.6 Conclusions on drivers data.
    
    3. Conclusion.
  

Requirements

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Data Source

• Kaggle

Run

git clone <repo-url>

cd motogp-eda

pip install -r requirements.txt

cd EDA-MotoGP-Web

• Copy path of index.html and paste it on your favorite browser.

Source code

• main.ipynb