Correlation between nominal categorical variables












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I have two arrays, whose values are nominal categorical variables. Each element represents a zone of a city: in the first vector we have the class each zone belongs to (so these might also be seen as ordinal, since values span from 0 to 3, with 3 being the upper class -let's say richest- and 0 the poorest, but I am not sure about this). The second vector is made of names: each item is the name of the candidate who won the Presidential elections in that particular zone.



I would like to calculate the correlation between the two vectors, to find wether there is some kind of relationship between the class of the zone and the winning candidate (i.e. candidate X systematically won in the poorest zones), but I am not sure on how to calculate correlation between nominal variables. I found this question kinda helpful, but the example provided in the answer does not match with my case.










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    $begingroup$


    I have two arrays, whose values are nominal categorical variables. Each element represents a zone of a city: in the first vector we have the class each zone belongs to (so these might also be seen as ordinal, since values span from 0 to 3, with 3 being the upper class -let's say richest- and 0 the poorest, but I am not sure about this). The second vector is made of names: each item is the name of the candidate who won the Presidential elections in that particular zone.



    I would like to calculate the correlation between the two vectors, to find wether there is some kind of relationship between the class of the zone and the winning candidate (i.e. candidate X systematically won in the poorest zones), but I am not sure on how to calculate correlation between nominal variables. I found this question kinda helpful, but the example provided in the answer does not match with my case.










    share|improve this question









    $endgroup$




    bumped to the homepage by Community 12 hours ago


    This question has answers that may be good or bad; the system has marked it active so that they can be reviewed.


















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      $begingroup$


      I have two arrays, whose values are nominal categorical variables. Each element represents a zone of a city: in the first vector we have the class each zone belongs to (so these might also be seen as ordinal, since values span from 0 to 3, with 3 being the upper class -let's say richest- and 0 the poorest, but I am not sure about this). The second vector is made of names: each item is the name of the candidate who won the Presidential elections in that particular zone.



      I would like to calculate the correlation between the two vectors, to find wether there is some kind of relationship between the class of the zone and the winning candidate (i.e. candidate X systematically won in the poorest zones), but I am not sure on how to calculate correlation between nominal variables. I found this question kinda helpful, but the example provided in the answer does not match with my case.










      share|improve this question









      $endgroup$




      I have two arrays, whose values are nominal categorical variables. Each element represents a zone of a city: in the first vector we have the class each zone belongs to (so these might also be seen as ordinal, since values span from 0 to 3, with 3 being the upper class -let's say richest- and 0 the poorest, but I am not sure about this). The second vector is made of names: each item is the name of the candidate who won the Presidential elections in that particular zone.



      I would like to calculate the correlation between the two vectors, to find wether there is some kind of relationship between the class of the zone and the winning candidate (i.e. candidate X systematically won in the poorest zones), but I am not sure on how to calculate correlation between nominal variables. I found this question kinda helpful, but the example provided in the answer does not match with my case.







      categorical-data correlation






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      asked Jan 7 at 16:57









      satosato

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          The Chi-Squared test of independence (and subsequent Cramer's V test) give an indication of the relationship between two categorical variables.






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            $begingroup$

            The Chi-Squared test of independence (and subsequent Cramer's V test) give an indication of the relationship between two categorical variables.






            share|improve this answer









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              $begingroup$

              The Chi-Squared test of independence (and subsequent Cramer's V test) give an indication of the relationship between two categorical variables.






              share|improve this answer









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                $begingroup$

                The Chi-Squared test of independence (and subsequent Cramer's V test) give an indication of the relationship between two categorical variables.






                share|improve this answer









                $endgroup$



                The Chi-Squared test of independence (and subsequent Cramer's V test) give an indication of the relationship between two categorical variables.







                share|improve this answer












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                answered Jan 7 at 17:03









                bradSbradS

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