Methodology: outline how you are going to solve each of the three problems outlined above by including the:

INSTRUCTIONS TO CANDIDATES

ANSWER ALL QUESTIONS

Data Science

(50 marks)

Problem: A young couple would like to open a café in the city of Cambridge. To target hundreds of cyclist, as their potential daily customers, the couple has decided to build their café along the city's major cycling route. Data, with regards to the cyclist activity along this route, can be found at this website: Broadway-Bicycle-Count/q8v9-mcfge. The couple has hired you to explore this data to inform them if there were:

1. Any particular months in the year that were substantially busier than the rest

2. Any particular days in a given week that are substantially busier than the rest.

3. Any particular time periods during a day that are busier than the rest.

This information would assist in managing the café with regards to: 

i) how much coffee and sandwiches to make, 

ii) the number of employees to hire, and 

iii) the time periods when they should be present. 

To accomplish each of the three tasks outlined above, the couple has informed you to do

3. Plot and analyze the total cyclist per hour for two separate days in a week

Submit this assignment as a pdf document with the following sections:

1. Problem: The problem as stated above.

2. Methodology: outline how you are going to solve each of the three problems outlined above by including the: 

a) major steps that has to be done to get the data, and 

b) flow chart(s) indicating how these steps would be performed. (15 marks)

3. Results: Plot the data obtained for each task along with a discussion of any trends observed (use % differences of the total as a criterion). (15 marks)

4. Conclusion: use the results to answer the three questions given. (5 marks)

5. Appendix: attach a copy of your code with comments corresponding to the major sections outlined in your methodology for each problem (15%)

Attachments:

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