01 May OverviewThe dataset below EastWestAirlinesCluster.csv contains information on 3999 passengers who belong to an airline’s frequent flier program.
Overview
The dataset below EastWestAirlinesCluster.csv contains information on 3999 passengers who belong to an airline’s frequent flier program.
For each passenger, the data include information on their mileage history and on different ways they accrued or spent miles in the last year. The goal is to try to identify clusters of passengers that have similar characteristics for the purpose of targeting different segments for different types of mileage offers.
In R Your Job is To:
- Apply hierarchical clustering with Euclidean distance and Ward’s method. Make sure to normalize the data first. How many clusters appear?
- Tell me:What would happen if the data were not normalized?
- Compare the cluster centroid to characterize the different clusters, and try to give each cluster a label.
- Check the stability of the clusters, by removing a random 5% of the data (by taking a random sample of 95% of the records), and repeat the analysis. Does the same picture emerge?
- Use k-means clustering with the number of clusters that you found above. Does the same picture emerge?
- Tell me: Which clusters would you target for offers, and what types of offers would you target to customers in
Our website has a team of professional writers who can help you write any of your homework. They will write your papers from scratch. We also have a team of editors just to make sure all papers are of HIGH QUALITY & PLAGIARISM FREE. To make an Order you only need to click Ask A Question and we will direct you to our Order Page at WriteDemy. Then fill Our Order Form with all your assignment instructions. Select your deadline and pay for your paper. You will get it few hours before your set deadline.
Fill in all the assignment paper details that are required in the order form with the standard information being the page count, deadline, academic level and type of paper. It is advisable to have this information at hand so that you can quickly fill in the necessary information needed in the form for the essay writer to be immediately assigned to your writing project. Make payment for the custom essay order to enable us to assign a suitable writer to your order. Payments are made through Paypal on a secured billing page. Finally, sit back and relax.
About Writedemy
We are a professional paper writing website. If you have searched a question and bumped into our website just know you are in the right place to get help in your coursework. We offer HIGH QUALITY & PLAGIARISM FREE Papers.
How It Works
To make an Order you only need to click on “Order Now” and we will direct you to our Order Page. Fill Our Order Form with all your assignment instructions. Select your deadline and pay for your paper. You will get it few hours before your set deadline.
Are there Discounts?
All new clients are eligible for 20% off in their first Order. Our payment method is safe and secure.