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kmeans clustering

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Hi all

I want to cluster those columns:

cross domain learningdomain adaptationkernel methodstransfer learningvariational approximation
Transfer LearningAuxiliary Data RetrievalText Classification  
social choice theoryvotingfair divisionsocial decision schemes 
Generative modelSocial NetworksAge Prediction  
tensor completionlow rank recoveryhybrid singular value thresholding  
Similarity SearchApproximate Nearest Neighbor SearchBinary CodesLocality Preserving Hashing 
constraint based clusteringmachine learningcrowdsourcing  
Online ClassificationVoted Dual Averaging MethodNatural Language ProcessingParsing RerankingSparse Regularization
Fraudulent Support Telephone NumberCo occurrence GraphPropagation Algorithm  
supervised hashingapproximate near neighbor searchrepresentation learningconvolutional neural networkscoordinate descent

But kmeans doesn't accept string

It accepts only numbers

How can I convert the data to numbers?

Knowing that category to number and string to number give me error for conversion

I want the whole expession to be converted to number not each word in a single cell 

Thanks


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