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Obtaining probability distribution from sns.distplot in Python



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I have some raw data that I used from an excel sheet and I used sns.displot that shows the kde distribution as well as the histogram. How can I extract the kde distribution from sns.displot? Is there a way I can compute only the probability distribution from raw data that is not necessarily normally distributed or any common distribution such as Bernoulli etc.? I want to be able to then use the probability distribution to do further studies... Here is the code and a picture from the code. The data I obtained from an excel file that I had python read from.



Plot = sns.distplot(data,
bins='auto',
kde=True,
color='red',
hist_kws="linewidth": 15,'alpha':1,'color':"blue")


Image of histogram and kde distribution










share|improve this question




























    1















    I have some raw data that I used from an excel sheet and I used sns.displot that shows the kde distribution as well as the histogram. How can I extract the kde distribution from sns.displot? Is there a way I can compute only the probability distribution from raw data that is not necessarily normally distributed or any common distribution such as Bernoulli etc.? I want to be able to then use the probability distribution to do further studies... Here is the code and a picture from the code. The data I obtained from an excel file that I had python read from.



    Plot = sns.distplot(data,
    bins='auto',
    kde=True,
    color='red',
    hist_kws="linewidth": 15,'alpha':1,'color':"blue")


    Image of histogram and kde distribution










    share|improve this question
























      1












      1








      1








      I have some raw data that I used from an excel sheet and I used sns.displot that shows the kde distribution as well as the histogram. How can I extract the kde distribution from sns.displot? Is there a way I can compute only the probability distribution from raw data that is not necessarily normally distributed or any common distribution such as Bernoulli etc.? I want to be able to then use the probability distribution to do further studies... Here is the code and a picture from the code. The data I obtained from an excel file that I had python read from.



      Plot = sns.distplot(data,
      bins='auto',
      kde=True,
      color='red',
      hist_kws="linewidth": 15,'alpha':1,'color':"blue")


      Image of histogram and kde distribution










      share|improve this question














      I have some raw data that I used from an excel sheet and I used sns.displot that shows the kde distribution as well as the histogram. How can I extract the kde distribution from sns.displot? Is there a way I can compute only the probability distribution from raw data that is not necessarily normally distributed or any common distribution such as Bernoulli etc.? I want to be able to then use the probability distribution to do further studies... Here is the code and a picture from the code. The data I obtained from an excel file that I had python read from.



      Plot = sns.distplot(data,
      bins='auto',
      kde=True,
      color='red',
      hist_kws="linewidth": 15,'alpha':1,'color':"blue")


      Image of histogram and kde distribution







      python






      share|improve this question













      share|improve this question











      share|improve this question




      share|improve this question










      asked Mar 8 at 14:49









      Jorge HernandezJorge Hernandez

      112




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