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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

● Average basket margin

● 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.

Taidot: R-ohjelmointikieli, Tutkimusten kirjoitus, Tilastoanalyysi, Tilastotiede

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

suyashdhoot

Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several comp Lisää

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shivampanchal

I have a good hands on working with Advanced Excel, R and Python and BI tools and technologies, AI, Big Data. I have quite a good knowledge of DL/ML Algorithm , have also developed Dashboards and Web Application. My ar Lisää

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citijayamala

1. I am an expert in R programming, Statistics, regression analysis, using both Excel and SPSS, also expert in Excel, Excel formulas, and all excel functions, macros, lookup, pivot tables and charts. 2. Have done man Lisää

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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

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olaideejiwole

I have Masters degree in Economics and Statistics with 7years of professional experience working as a Quantitative Analyst (in the field of Statistics). A professional statistical analyst seeking opportunity to provid Lisää

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inspiredwhiz

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SMARTESSAYS

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ProfAhmad

With a 20 years of teaching experience at undergraduate level, I have a [login to view URL] Degree in Statistics and a Masters Degree in Software Engineering as well. I have taught courses like Probability for Engineers (to Materia Lisää

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ExperSolutions

Hi we are expert in R and python we are working for machine learning and data science supervised and unsupervised algorithms e.g Decision trees, SVM, Random forest, KNN, Regression, Clustering, ANN, RNN and specifica Lisää

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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

$111 USD 3 päivässä
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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

$25 USD 2 päivässä
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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

Hello I'm Tim, a native Taiwanese. I'm a graduate student majoring in finance in National Chnug Cheng university in Taiwan graduated in 2017 June. I’m a passionate investment researcher who has experience researchin Lisää

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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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