Analyze optimal neighborhood to open up a new location for Motorino in Toronto

July 2022 - FINTEC BootCamp Project 1

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Team Members:

• Tyler Leonard, [email protected], https://github.com/Tyler-leo
• Mohammad Samadi, [email protected], https://github.com/mjsamadi
• Domenic Chiaromonte, [email protected], https://github.com/chefdommm
• Bill Tang, [email protected], https://github.com/b-tank1

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Datasets and Resources:

• Toronto Neighbourhood Data - Toronto City Open Data
• Toronto Neighbourhood Income - Toronto City Open Data
• Toronto Ethnicity Data - Toronto City Open Data
• Toronto Crime Data - Toronto City Open Data
• Toronto Restaurant Data - Foursquare Place API
• Toronto Lease Prices - Webscraper

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Project Description:

• Examine average real-estate leasing prices
• Compare neighborhood income, population density, ethnicity & crime rates
• Check for other restaurants in every area & search for areas of less competition in same category
• Project future restaurant sales (using historical sales data for restaurant in similar category)

Methology

Results

Conclusion:

File and Codes: