Report suggest for future app development

Reference no: EM132977624

Assignment

The data set represents the locations of users of a certain app. Determine whether there is a location that users tend to migrate to when using this app or whether users in a certain neighborhood tend to use the app more.

1. Use a centroid-based algorithm, such as k-means clustering, on the data set and report whether there are neighborhoods of heavy app use, and if so, where these neighborhoods are located.

2. Use a density iterative algorithm, such as Gaussian mixtures, on the data set and report whether there are neighborhoods of heavy app use, and if so, where these neighborhoods are located.

3. Comment on any differences between the two methods. What might the final report suggest for future app development?

Submit your code and any output of the code to include tables and graphs as indicated. Submission of R code can be accomplished by creating a markdown document in RStudio and saving this as a .txt file.

Attachment:- Assignment.rar

Reference no: EM132977624

Questions Cloud

How safe do feel to use antivirus software in organization : What do you think it could be better to improve the antivirus software? How safe do you feel to use antivirus software in your organization

What would you expect the nominal rate of interest : Question - What would you expect the nominal rate of interest to be if the real rate is 4.2 percent and the expected inflation rate is 7.4 ?percent

Discuss suggestions for integrating coso framework : The COSO framework of internal controls is practiced, Discuss suggestions for integrating COSO framework compliance into a company in which you are familiar.

Identify issues that pose concern to organizations storing : The author's knowledge from their research, Identify risks that pose concern to organizations storing data in the cloud - briefly support your discussion.

Report suggest for future app development : Comment on any differences between the two methods. What might the final report suggest for future app development

How will change affect the sharpe ratio of your portfolio : So, you decide to hold 25% of your portfolio in the money market fund. How will this change affect the Sharpe ratio of your portfolio

What are some of the open-course digital forensics tools : What are some of the prominent, open-course digital forensics tools that the field deploys to help conduct forensics investigations?

What is the difference between tor and vpn : How might you perform digital forensics against each one of these three areas if you are asked to identify data of interest?

Prepare bank reconciliation statement for JC Company : A deposit of $1 ,200, representing cash receipts on May 31, 2020, did not appear on the May bank statement. Prepare bank reconciliation statement for JC Company

User Account

All Pages