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Learning about Automated Clustering with SAP Predictive Analytics 2.0

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I watched this video to get started with SAP Predictive Analytics:

 

I was interested in the automated clustering; you can do clustering analysis with the Expert Analytics part of Predictive but this time, I thought, why not let the tool "do it for me"?

 

1fig.png

 

Figure 1

 

First (and this took the longest time) when I selected type "Excel" it is looking for an .XLS file, not XLSX

 

So I found a sample file that was .XLS

2analyze.png

Figure 2

 

Figure 2 shows you can upload a description file (field names and lengths) - I just went with "Analyze" and fortunately it read the headings and length of the first row of the Excel file.

3guessed.png

Figure 3

 

Figure 3 shows the results of Analyzing

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Figure 4

 

I didn't select any target variables or weighted variables.  I select 5 (minimum) to 10 (maximum) clusters

5clusterswinner.png

Figure 5

 

The above shows the results and decides that 5 clusters is "winner".

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Figure 6

 

Figure 6 shows the cluster frequencies

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Figure 7

 

Figure 7 shows another cluster frequencies report that is available

8clusterprofiles.png

Figure 8

 

Figure 8 is a bubble chart offered.  What could you do with this?  Possibly if you are a US tax service, you could offer your tax counseling advice to those at age 42 with high capital gains.

 

Once I got past the confusion of analyzing the descriptions and to use an old version of Excel, this tool was very simple to use; simply load a file and start analyzing.  You can check the other predictive analytics tutorials here Official Product Tutorials – SAP Predictive Analytics, SAP Predictive Analysis and SAP InfiniteInsight


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