Data analysis on vancouver amenity data to find many interesting amenity and show user a heat map.
Also base on that location how is the crime rate around that location? More precisley if you input your time of arrival , lat lon, and the day in the week the model will predict the number of crime around that are with 70% accuracy
Using project_chain.jupyter to find the density of restaurant chains in the Vancouver area. After running jupyter, the user will be prompted to enter the name of the restaurant to be searched. After entering, press Enter to automatically display the marked map and density map of the restaurant chain.
Using project_crime.jupyter, you can display a heat map of crime distribution in Vancouver and make predictions based on time and zone.