Consider the following dataset. Make a decision tree using the Gini index. Also, describe which feature would Gini index choose as the root node and why?

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Consider the following dataset. Make a decision tree using the Gini index. Also, describe which feature would Gini index choose as the root Personality Temperament Talking Decision Ma Loyal Short-tempered Speaker Feeling Loyal Short-tempered Speaker Thinking Independent Short-tempered Speaker Feeling Quiet Analytical Speaker Feeling Quiet Peaceful Listener Feeling Quiet Peaceful Listener Thinking Independent Peaceful Listener Thinking Independent Analytical Listener Thinking Loyal Analytical Listener Thinking Quiet Analytical Speaker Thinking