since I am not finding anything on google related to my "problem" I ask you all here. I am using the Spyder IDE for scientific coding with Python 3.7, my problem is spider does not showing data frame variable in variable explorer. for example :
 word_mi_information.append([average, max_mi, class_name[max_index], vocab_list[w_index]])
    
word_mi_information = sorted(word_mi_information, key=lambda x: x[0], reverse=True)
preview3 = pd.DataFrame(word_mi_information)
preview3.columns=['mutual information(MI)', 'main class MI', 'main_class', 'word']
preview3.head(10)
#the expected output 
    Info Gain                 main class        info main_class                                 word
0   4473.658680600584   24124.9834859362     ('C:/Users/user/Desktop/Akhbarona\\Tech', '', '')  هتف
1   4154.761699928653   20292.13826441525   ('C:/Users/user/Desktop/Akhbarona\\Tech', '', '')   خدم
2   4082.1526400011394  21332.74626781158   ('C:/Users/user/Desktop/Akhbarona\\Tech', '', '')   شرك
3   3907.930114110117   7164.627960061558   ('C:/Users/user/Desktop/Akhbarona\\Politics', '', '')   غرب
4   3487.537345717307   17568.034002235207  ('C:/Users/user/Desktop/Akhbarona\\Medical', '', '')    جسم
5   3469.0442804650042  17593.549747242403  ('C:/Users/user/Desktop/Akhbarona\\Medical', '', '')    نول
6   3398.1096950558563  17168.788976051695  ('C:/Users/user/Desktop/Akhbarona\\Medical', '', '')    صحة
7   3392.971784676107   17108.75969342166   ('C:/Users/user/Desktop/Akhbarona\\Medical', '', '')    مرض
8   3237.043207698965   15843.821383151355  ('C:/Users/user/Desktop/Akhbarona\\Tech', '', '')   جهز
9   2923.039707389109   24649.83000746686   ('C:/Users/user/Desktop/Akhbarona\\Religion', '', '')   الل
10  2896.6926629600543  15641.256964593376  ('C:/Users/user/Desktop/Akhbarona\\Tech', '', '')   ذكة
 
     
     
    