Starting bigrams and twitter
(5000, 30000) 5000
{'C': 0.01, 'loss': 'hinge'}
fra twitter bigrams
              precision    recall  f1-score   support

          be       1.00      0.99      0.99      2578
          fr       0.99      1.00      1.00      5000
          ht       1.00      1.00      1.00      2375
          lu       1.00      1.00      1.00      2177

   micro avg       1.00      1.00      1.00     12130
   macro avg       1.00      1.00      1.00     12130
weighted avg       1.00      1.00      1.00     12130

[[2551   27    0    0]
 [   0 5000    0    0]
 [   0    1 2374    0]
 [   0    1    0 2176]]