Clustering analysis using R.
$10-20 USD
Thanh toán khi bàn giao
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.
ID dự án: #18005270
Về dự án
14 freelancer chào giá trung bình$64 cho công việc này
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 Thêm
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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 Thêm
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
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 Thêm
I am an expert in data science, I've done a lot of projects in the field involving data pre-processing, data visualization, building predictive and clustering models using R and python, contact me for further discussio Thêm
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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 Thêm
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 Thêm
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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.
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).
