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Data collected will be places to drink coffee, food and nightlife. This data will be collected from FourSquare and placed on a map of the relevant cvities. A count of each coffee shop, resturant and night club will be made and displayed as two bar charts for visual comparison.
The tips for each coffee shop will be pulled from FourSquare and a count of most common words used to predict rating.
Data will be displayed as
1. Word cloud of most common words
2. Bar chart
Data will be analysed with linear regression for prediction of word in relation to rating.