# Clustering analysis using R.

For this project, i need to add the output of our clustering analysis to the JC Dollars customer

data and characterize the segments.

1. Calculate the following demographic measures for each segment (cluster):

● Segment size (# of customers)

● Average age

● Average monthly income

● Average household size

● % Salaried

● % Self-employed

● % Homemakers

● % Single

● % Married

● % Homeowners

● % Responding to Promotion

Format output as if you will present this data to your manager (i.e., make your row labels easy to understand; round to a reasonable number of decimal places, etc).

2. Calculate the following financial measures for each segment (cluster):

● Average total spending in last 6 months

● Sum of total spending in the last 6 months

● Total profit per segment

You may add additional category-specific measures to this list if you would like.

3. Using the tables you created in parts 1 and 2, think about the key characteristics of each

segment. What sets each segment apart from the others in terms of demographics and

spending habits? Now, come up with a name for each segment and a brief description of the

key demographics (some variables will be more important than others, depending on the

segment). Use Powerpoint, Word, or a similar program to create a list or visual of the segment

profiles.

Tietoa työnantajasta:
( 3 arvostelua ) New Jersey, United States

Projektin tunnus: #18005270

## Myönnetty käyttäjälle:

titaoufikikkou

Data analyst/data scientist/R programming I am a mathematician. I am well versed with Algebra and analysis. I have a good grasp over machine learning and python based web-scraping. I work on: -Clustering Analysis Lisää

\$20 USD 20 päivässä
(11 Arvostelua)
3.0

## 15 freelanceria on tarjonnut keskimäärin %project_bid_stats_avg_sub_26% %project_currencyDetails_sign_sub_27% tähän työhön

suyashdhoot

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shivampanchal

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citijayamala

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mohamedrdait

Helllo I can achieve this project perfectly using R I can make classification using decision tree and kmeans please contact me for more details about the project best regards

\$50 USD 3 päivässä
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5.5
olaideejiwole

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inspiredwhiz

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SMARTESSAYS

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ExperSolutions

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kiranvenkat7

Hi, I am glad to connect with you. How are you doing today? I went through your project description and excel files. I express my interest to take up this work. To tell you about me: I have been working on Machin Lisää

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bamiteko1969

Hi, I can do your cluster analysis for you by using R programming language. I am a statistician by professional.I possessed master of science in statistics. I will ensure your best requirements. Relevant Skills and Ex Lisää

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Tansuy

Hi, I am a data scientist and I have more than 3 years professional experience in this field. The task is quite simle for me and I required 4 days since I am working.

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ok626569

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hamzan1991

I am currently working as an expert in the field of social networking security using data science algorithms. Relevant Skills and Experience Master of Computer Engineering (Data Mining).

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