Boston Pre-COVID Tourism Analysis with R: Data: https://data.boston.gov/dataset/economic-indicators-legacy-portal Code: https://github.com/naoyamorishita/study/blob/7c45e4349ac1e67f785cf187a9803f8336d52f69/boston_precovid_tourism_analysis_withR

1. Boston Pre-COVID Tourism
Analysis with R
Naoya Morishita

2. Table of Contents
• Introduction
• Methods
• Result
• Conclusion

3. Table of Contents
• Introduction
• Methods
• Result
• Conclusion

4. Objective of Study
• To Analyze Relationship between:
• Number of Passengers of Boston Logan International Airport
• Daily Average Hotel Rate
• To Enhance R Analysis Skill

5. Research Questions
üWere there Descriptive Characteristics in the Data?
üWere there Statistical Relationships among the Data?

6. Table of Contents
• Introduction
• Methods
• Result
• Conclusion

7. Dataset
• ECONOMIC INDICATORS (CSV)
• Including
• Total Number of Passengers/ Month at Logan Airport
• Total Number of Int’l Flights/ Month at Logan Airport
• Average Hotel Rate in Boston Monthly Basis
• Downloaded on 16 Nov 2022
• URL is in the Description of this Deck

8. Research Questions
üWere there Descriptive Characteristics in the Data?
üWere there Statistical Relationships among the Data?

9. •Summary
•Bar Charts
Q1
•Coefficient Constant
•Regression Analysis
Q2

10. Table of Contents
• Introduction
• Methods
• Result
• Conclusion

11. Whole Code Available in the Description of This Deck!

12. Fig 1
Summary of No. of
Passengers Summary of
Hotel Rate ($)

13. Fig 2 Yearly No. of
Passenger

14. Fig 3
No. of Passengers &
Hotel Rates:
Strong Coefficient
Single Linear
Regression Line

15. Bad Example!
Why?:
There is a strong Coefficient
between the explanatory variables

16. Table of Contents
• Introduction
• Methods
• Result
• Conclusion

17. Conclusion
• No. of Average Passenger was around 3.5M/ Month
• Average Hotel Rate was around $250/ Night
• Yearly Number of Passengers of Logan Airport Increased
• There was a Strong Correlation between:
• No. of Passengers/ Month of Logan Airport
• Monthly Average Rate of Hotel/ Night