Text Classification

                                                  review sentiment
0      One of the other reviewers has mentioned that ...  positive
1      A wonderful little production. <br /><br />The...  positive
2      I thought this was a wonderful way to spend ti...  positive
3      Basically there's a family where a little boy ...  negative
4      Petter Mattei's "Love in the Time of Money" is...  positive
...                                                  ...       ...
49995  I thought this movie did a down right good job...  positive
49996  Bad plot, bad dialogue, bad acting, idiotic di...  negative
49997  I am a Catholic taught in parochial elementary...  negative
49998  I'm going to have to disagree with the previou...  negative
49999  No one expects the Star Trek movies to be high...  negative

[50000 rows x 2 columns]

sentiment
positive    9000
negative    1000
Name: count, dtype: int64

<Axes: xlabel='sentiment'>

                                                 review sentiment
0     Drum scene is wild! Cook, Jr. is unsung hero o...  positive
1     I am a big fan of Lonesome Dove and all the bo...  positive
2     It does come out of left field, and REALLY isn...  positive
3     I enjoyed the innocence of this film and how t...  positive
4     The second "Mr. Eko" episode has somewhat less...  positive
...                                                 ...       ...
1995  Stranded in Space (1972) MST3K version - a ver...  negative
1996  I happened to catch this supposed "horror" fli...  negative
1997  waste of 1h45 this nasty little film is one to...  negative
1998  Warning: This could spoil your movie. Watch it...  negative
1999  Quite what the producers of this appalling ada...  negative

[2000 rows x 2 columns]

sentiment
negative    1000
positive    1000
Name: count, dtype: int64

                                                  review sentiment
11301  Refreshing `lost' gem! Featuring effective dia...  positive
681    Never saw the original movie in the series...I...  negative
7513   Once upon a time, in Sweden, there was a poor ...  positive
1821   At the beginning of the film, you might double...  negative
549    Another Spanish movie about the 1936 Civil War...  positive
...                                                  ...       ...
207    I have seen most, if not all of the Laurel & H...  negative
7616   D.W. Griffith could have made any film he want...  positive
13483  Cardiff, Wales. A bunch of 5 mates are deeply ...  positive
1051   I rented this movie with my friend for a good ...  negative
1028   Jim Carrey is one of the funniest and most gif...  negative

[660 rows x 2 columns]

sentiment
negative    675
positive    665
Name: count, dtype: int64