Training Dataset

Testing Dataset

Total

Unique

Average

Max

Pos.

Neg.

Total

Unique

Average

Max

Pos.

Neg.

Tweet

19,310

-

-

-

14,742

4568

4829

-

-

-

3686

1143

User Mentions

1704

-

0.08824

7

-

-

425

-

0.088

6

-

-

URLs

17,331

-

0.8975

2

-

-

4345

-

0.8997

3

-

-

Unigrams

128,560

27,303

6.6576

23

-

-

31,994

12,618

6.625

19

-

-

Bigrams

109,290

80,262

5.6597

-

-

-

27,179

23,493

5.628

-

-

-