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Text Analytics - Is there a way to have one to many words correlation in RapidMiner?

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Text Analytics - Is there a way to have one to many words correlation in RapidMiner?

Hi RM support! I know how to have one-to-one word correlations with Correlation Matrix. Is there a way to have words correlated in one to many relationship? For example in my text I can see that Amazon is correlated with Prime. I also know that in the text Amazon, Prime and Shipping are also interchangibly correlated. So how I can show all 3 of them being correlated using RapidMiner?
Thanks much!

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Re: Text Analytics - Is there a way to have one to many words correlation in RapidMiner?

hello @svtorykh - welcome to the community. Seems more like an association mining problem than correlation. Have you tried that approach?

 

Scott

 

Scott Genzer
Senior Community Manager
RapidMiner, Inc.
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Re: Text Analytics - Is there a way to have one to many words correlation in RapidMiner?

Hi Scott! Thanks for your reply. Is it the process utilizing Fp-Growth? I think I have that but results are difficult to interpret in terms of rules generated.

Community Manager Community Manager
Community Manager

Re: Text Analytics - Is there a way to have one to many words correlation in RapidMiner?

yes exactly. I'd recommend going through a tutorial. Have you looked at the Market Basket Analysis Template?

 

Screen Shot 2018-01-11 at 11.49.37 AM.png

 

Scott

 

 

Scott Genzer
Senior Community Manager
RapidMiner, Inc.
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Re: Text Analytics - Is there a way to have one to many words correlation in RapidMiner?

Hi Scott,

 

So I have rerun my data through Association Rules. What is the definition of Premises and Conclusion? Couldn't find it in operator description.

Thanks much!

Re: Text Analytics - Is there a way to have one to many words correlation in RapidMiner?

Hi @svtorykh

 

Here a description of Premises and Conclusion : 

Association_rules_1.png

 

Association_rules_1_b.png

 

Regards, 

 

Lionel

 

 

 

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Re: Text Analytics - Is there a way to have one to many words correlation in RapidMiner?

Thank you!