Starting unigrams and twitter
(4000, 30000) 4000
{'C': 1e-05, 'loss': 'hinge'}
por twitter unigrams
              precision    recall  f1-score   support

          br       1.00      1.00      1.00      5000
          pt       1.00      1.00      1.00      3650

   micro avg       1.00      1.00      1.00      8650
   macro avg       1.00      1.00      1.00      8650
weighted avg       1.00      1.00      1.00      8650

[[5000    0]
 [   0 3650]]