Its-Ronaldo-

Data Analysis on stats of Cristiano Ronaldo

View the Project on GitHub vatshivam/Its-Ronaldo-

Kick Off

Understand and gain insights of Cristinao Ronaldo’s game behaviour using data science. The dataset used in this project is available at Kaggle. View rest of my projects here.

Data Visualizations

Below are the major data visualizations done for different features of the dataset.

1. Which Season saw Ronaldo scoring most goals

1

2. Area to score goals from

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3. Distance of shots against the amount of time left

3

Prediction model

Predicting if the goal will be scored or not using a binary classification Artifical Neural Network. Used Numpy, Pandas, Scikit-learn and Keras for the same. Jupyer notebook “predictions.ipynb” contains the code for tranforming the data and building the model.