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Kmeans clustering with multiple columns containing strings



2019 Community Moderator ElectionScikit Learn: KMeans Clustering 3D data over a time period (dimentionality reduction?)Combining K-means clustering with Agglomerative clusteringKMeans clustering to help label Multi-class Supervised modelConfused about how to apply KMeans on my a dataset with features extractedImplementation of kmeans clustering using RClustering for multiple variableClustering with multiple distance measureshow to convert multiple columns into single columns in pandas?Accuracy for Kmeans clusteringHow can I perform clustering on a list of words and ratings as columns?










0












$begingroup$


I have the following dataset:
https://www.kaggle.com/carolzhangdc/imdb-5000-movie-dataset



What I want to find is clusters based on imdb score per genre per country. I have created a pandas data frame that contains per country for every unique genre the average imdb rating.



The dataframe looks like this:



country object
genre object
avgRating float64
dtype: object


Since the columns country and genre contain strings, I can't use Kmeans for this.



Is there anyway I can achieve what I want?



Ps: This is the first question I have asked. Tips on how I can improve my question are appreciated.










share|improve this question







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$endgroup$
















    0












    $begingroup$


    I have the following dataset:
    https://www.kaggle.com/carolzhangdc/imdb-5000-movie-dataset



    What I want to find is clusters based on imdb score per genre per country. I have created a pandas data frame that contains per country for every unique genre the average imdb rating.



    The dataframe looks like this:



    country object
    genre object
    avgRating float64
    dtype: object


    Since the columns country and genre contain strings, I can't use Kmeans for this.



    Is there anyway I can achieve what I want?



    Ps: This is the first question I have asked. Tips on how I can improve my question are appreciated.










    share|improve this question







    New contributor




    DonCappie is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
    Check out our Code of Conduct.







    $endgroup$














      0












      0








      0





      $begingroup$


      I have the following dataset:
      https://www.kaggle.com/carolzhangdc/imdb-5000-movie-dataset



      What I want to find is clusters based on imdb score per genre per country. I have created a pandas data frame that contains per country for every unique genre the average imdb rating.



      The dataframe looks like this:



      country object
      genre object
      avgRating float64
      dtype: object


      Since the columns country and genre contain strings, I can't use Kmeans for this.



      Is there anyway I can achieve what I want?



      Ps: This is the first question I have asked. Tips on how I can improve my question are appreciated.










      share|improve this question







      New contributor




      DonCappie is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.







      $endgroup$




      I have the following dataset:
      https://www.kaggle.com/carolzhangdc/imdb-5000-movie-dataset



      What I want to find is clusters based on imdb score per genre per country. I have created a pandas data frame that contains per country for every unique genre the average imdb rating.



      The dataframe looks like this:



      country object
      genre object
      avgRating float64
      dtype: object


      Since the columns country and genre contain strings, I can't use Kmeans for this.



      Is there anyway I can achieve what I want?



      Ps: This is the first question I have asked. Tips on how I can improve my question are appreciated.







      python k-means unsupervised-learning






      share|improve this question







      New contributor




      DonCappie is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.











      share|improve this question







      New contributor




      DonCappie is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.









      share|improve this question




      share|improve this question






      New contributor




      DonCappie is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.









      asked 1 hour ago









      DonCappieDonCappie

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      New contributor





      DonCappie is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.






      DonCappie is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.




















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