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Clustering and Outlier Detection

Use the BuddyMove Data Set available at UCI Reposi- tory. This data set contains information of the user interests that was extracted from user reviews published in [login to view URL] about various types of point of in- terests in South India. The data set was built considering the reviews published by 249 users that fall within 6 different categories: Sports, Religious, Nature, Theatre, Shopping and Picnic. The number of reviews in each category for each user is captured. More details about this data set can be found on the UCI webpage https://archive.ics.uci.edu/ml/datasets/BuddyMove+Data+Set

The data set is available for download

Your solution should be an R Notebook. You should explain and justify all the choices that you made.

Tasks:

Consider the BuddyMove Data Set. Load the data set into R and remove the first column containing the [login to view URL] information.

a. Compare and evaluate 4 clustering solutions on this data set. Present the solution that you consider to be the most suitable for this task and justify.

b. Apply different outlier detection methods on the data set. Discuss your results.

Kĩ năng: Khai thác dữ liệu, Ngôn ngữ lập trình R, Web Scraping, Xử lí dữ liệu, Khoa học dữ liệu

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Về Bên Thuê:
( 1 Nhận xét ) Halifax, Canada

ID dự án: #22640078

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Annmarie1995

Hello I am interested in your project.I have skills and experiences in statistical analysis using R programming ,python spss etc I can deliver quality and superior work at a price we are both comfortable with and wit Thêm

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mohamedrdait

hello i can achieve this project perfectly using R I master r programming and clustring / classification using kmeans . knn and decision tree please contact me for more details best regards

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Statxn

as an engineer in statistics and applied economics of more computer development technician.I am very proficient in programming language R, and SPSS.I am capable and ready to perform this task

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skp4626833

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smitprofessional

I have master degree in computer science and I have done many task related to data science like classification, clustering, association rule mining etc. I think I am well capable of perform the task assigned by you. pl Thêm

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hillaryjustin73

Hello, I am a Statistician by profession , I command a range of skills in R studio including Data mining, data visualization using ggplots, predictive modelling and time series analysis. I have created R markdowns befo Thêm

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binitaam91

I have 4 years experience working in R

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akshita0009

Hi, I have extensive experience in advanced statistical methods, including clustering and a good working knowledge of R. Would love to work and deliver on this project! Thanks and regards.

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