Visualization of GoT data using t-SNE
This code attempts to visualize the GoT data from the kaggle dataset. Link for the GoT dataset : https://www.kaggle.com/mylesoneill/game-of-thrones
Visualization of the battle data in different regions
Legend: [0: 'Beyond the Wall', 1: 'The Crownlands', 2: 'The North', 3: 'The Reach', 4: 'The Riverlands', 5: 'The Stormlands', 6: 'The Westerlands']
Visualization of character deaths gender-wise
Legend: [0: 'Female', 1: 'Male'] We can see that male and female who are alive are generally grouped together and those allegiances are relatively same.
Visualization of the prediction and popularity data gender-wise
Legend: [0: 'Female', 1: 'Male'] This dataset is not so different from the above dataset except with additional information. Mostly the visualization remains same with some modulation relative to the popularity data.