Team T1-phoenix-22FA (Ji Woo Suh, Sanjana Godolkar, Shreyas Sunku Padmanabha, Tanmay Kshirsagar)

This is a repository for Team 1 for 6101 Introduction to Data Science class Mid-Term Project.

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Final Project

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Song Popularity Prediction

Our main focus question: What features affect the Popularity of the song on Spotify?

Our smart questions:

1. How energy affects popularity?
2. How does loudness affect popularity?
3. How does acousticness affect popularity?

For modeling, we will try to predict the popularity of the song based on the factors present in the dataset.

Dataset used: https://www.kaggle.com/datasets/maharshipandya/-spotify-tracks-dataset

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Mid-Term Project

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Accidents in the USA: How they affect traffic

Our main focus question: What factors affect the severity of traffic due to accidents in the US?

Our smart questions:

1. Does weather affect the severity of traffic?
2. Do Nearby Road Elements affect the severity of traffic?
3. Does the occurrence of the accident during a particular time of day or year affect the severity of the accident?

Dataset used: https://www.kaggle.com/datasets/sobhanmoosavi/us-accidents