Uber data-set for bookings done in a month in one city [https://drive.google.com/file/d/1Kv-htgutdstCIrzNqaj3ZlJrJ5MjZlfP/view?usp=sharing]
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Download excel data from the link
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Identify trends from the dataset
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Visualization or algorithm to prune the data of incorrect tuples [if they are there]
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Analyze if the data set can be used for supervised or unsupervised learning
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Model to predict number of bookings on a particular day and location
Uber_Analysis_Model.ipynb -- uses the data for exploratory data analysis and visualization of the dataset to identify and derive insights. Random forest and Decision Tree Regressors used for training
Uber_Prediction.ipynb -- predicts number of bookings given a particular date, latitude and longitude