Datasets:

albaraaseri
/

rotten-tomatoes-cleaned

text stringlengths 21 266	label class label 2 classes	label_name stringclasses 2 values	text_length int64 21 266
this is the kind of movie that gets a quick release before real contenders arrive in september .	0negative	negative	96
a solid cast , assured direction and complete lack of modern day irony .	1positive	positive	72
nicholson's understated performance is wonderful . as warren he stumbles in search of all the emotions and life experiences he's neglected over the years .	1positive	positive	155
while the plot follows a predictable connect-the-dots course . . . director john schultz colors the picture in some evocative shades .	1positive	positive	134
while the mystery surrounding the nature of the boat's malediction remains intriguing enough to sustain mild interest , the picture refuses to offer much accompanying sustenance in the way of characterization , humor or plain old popcorn fun .	0negative	negative	243
can be classified as one of those 'alternate reality' movies . . . except that it would have worked so much better dealing in only one reality .	0negative	negative	144
this is the kind of movie where people who have never picked a lock do so easily after a few tries and become expert fighters after a few weeks .	0negative	negative	145
. . . a solid , unassuming drama .	1positive	positive	34
like a bad improvisation exercise , the superficially written characters ramble on tediously about their lives , loves and the art they're struggling to create .	0negative	negative	161
just because it really happened to you , honey , doesn't mean that it's interesting to anyone else .	0negative	negative	100
it's a pleasure to see seinfeld griping about the biz with buddies chris rock , garry shandling and colin quinn .	1positive	positive	113
nothing sticks , really , except a lingering creepiness one feels from being dragged through a sad , sordid universe of guns , drugs , avarice and damaged dreams .	0negative	negative	163
andersson creates a world that's at once surreal and disturbingly familiar ; absurd , yet tremendously sad .	1positive	positive	108
lawrence plumbs personal tragedy and also the human comedy .	1positive	positive	60
texan director george ratliff had unlimited access to families and church meetings , and he delivers fascinating psychological fare .	1positive	positive	133
one of the best silly horror movies of recent memory , with some real shocks in store for unwary viewers .	1positive	positive	106
the obnoxious special effects , the obligatory outbursts of flatulence and the incessant , so-five-minutes-ago pop music on the soundtrack overwhelm what is left of the scruffy , dopey old hanna-barbera charm .	0negative	negative	210
trademark american triteness and simplicity are tossed out the window with the intelligent french drama that deftly explores the difficult relationship between a father and son .	1positive	positive	178
i kept wishing i was watching a documentary about the wartime navajos and what they accomplished instead of all this specious hollywood hoo-ha .	0negative	negative	144
" home movie " is a sweet treasure and something well worth your time .	1positive	positive	71
sayles . . . once again strands his superb performers in the same old story .	0negative	negative	77
to enjoy this movie's sharp dialogue and delightful performance by jolie and burns , you have to gloss over the no sense ending .	0negative	negative	129
the film , like jimmy's routines , could use a few good laughs .	0negative	negative	64
as expected , sayles' smart wordplay and clever plot contrivances are as sharp as ever , though they may be overshadowed by some strong performances .	1positive	positive	150
the most amazing super-sized dosage of goofball stunts any " jackass " fan could want .	1positive	positive	87
all's well that ends well , and rest assured , the consciousness-raising lessons are cloaked in gross-out gags .	0negative	negative	112
this is a fragmented film , once a good idea that was followed by the bad idea to turn it into a movie .	0negative	negative	104
one scene after another in this supposedly funny movie falls to the floor with a sickening thud .	0negative	negative	97
with one exception , every blighter in this particular south london housing project digs into dysfunction like it's a big , comforting jar of marmite , to be slathered on crackers and served as a feast of bleakness .	1positive	positive	216
this is an ungainly movie , ill-fitting , with its elbows sticking out where the knees should be .	0negative	negative	98
the best animated feature to hit theaters since beauty and the beast 11 years ago .	1positive	positive	83
blessed with two fine , nuanced lead performances .	1positive	positive	51
it's hard to fairly judge a film like ringu when you've seen the remake first . many of the effective horror elements are dampened through familiarity , [yet] are worthwhile .	1positive	positive	175
director charles stone iii applies more detail to the film's music than to the story line ; what's best about drumline is its energy .	1positive	positive	134
the story itself it mostly told through on-camera interviews with several survivors , whose riveting memories are rendered with such clarity that it's as if it all happened only yesterday .	1positive	positive	189
even die-hard fans of japanese animation . . . will find this one a challenge .	0negative	negative	79
in addition to gluing you to the edge of your seat , changing lanes is also a film of freshness , imagination and insight .	1positive	positive	123
henry bean's thoughtful screenplay provides no easy answers , but offers a compelling investigation of faith versus intellect	1positive	positive	125
there's no denying that burns is a filmmaker with a bright future ahead of him .	1positive	positive	80
such a premise is ripe for all manner of lunacy , but kaufman and gondry rarely seem sure of where it should go .	0negative	negative	113
remarkable for its excellent storytelling , its economical , compressed characterisations and for its profound humanity , it's an adventure story and history lesson all in one .	1positive	positive	177
frida's artistic brilliance is undeniable -- it's among the most breathtakingly designed films i've ever seen .	1positive	positive	111
cute , funny , heartwarming digitally animated feature film with plenty of slapstick humor for the kids , lots of in-jokes for the adults and heart enough for everyone .	1positive	positive	169
if you're in the mood for a bollywood film , here's one for you .	1positive	positive	65
ramsay is clearly extraordinarily talented , and based on three short films and two features , here's betting her third feature will be something to behold .	1positive	positive	157
recoing's fantastic performance doesn't exactly reveal what makes vincent tick , but perhaps any definitive explanation for it would have felt like a cheat .	1positive	positive	157
it's a scattershot affair , but when it hits its mark it's brilliant .	1positive	positive	70
what starts off as a possible argentine american beauty reeks like a room stacked with pungent flowers .	0negative	negative	104
a compelling spanish film about the withering effects of jealousy in the life of a young monarch whose sexual passion for her husband becomes an obsession .	1positive	positive	156
i can only imagine one thing worse than kevin spacey trying on an irish accent , and that's sultry linda fiorentino doing the same thing .	0negative	negative	138
a sequel that's much too big for its britches .	0negative	negative	47
what starts off as a satisfying kids flck becomes increasingly implausible as it races through contrived plot points .	0negative	negative	118
its story may be a thousand years old , but why did it have to seem like it took another thousand to tell it to us ?	0negative	negative	116
ford deserves to be remembered at oscar time for crafting this wonderful portrait of a conflicted soldier .	1positive	positive	107
the son of the bride's humour is born out of an engaging storyline , which also isn't embarrassed to make you reach for the tissues . this movie is to be cherished .	1positive	positive	165
this isn't just the cliffsnotes version of nicholas nickleby , it's the cliffsnotes with pages missing .	0negative	negative	104
mildly entertaining .	0negative	negative	21
the directing and story are disjointed , flaws that have to be laid squarely on taylor's doorstep . but the actors make this worth a peek .	1positive	positive	139
there's a whole heap of nothing at the core of this slight coming-of-age/coming-out tale .	0negative	negative	90
was i scared ? only at the prospect of beck's next project . let's see , a haunted house , a haunted ship , what's next . . . ghost blimp ?	0negative	negative	139
it sends you away a believer again and quite cheered at just that .	1positive	positive	67
in the name of an allegedly inspiring and easily marketable flick , the emperor's club turns a blind eye to the very history it pretends to teach .	0negative	negative	147
it's the type of stunt the academy loves : a powerful political message stuffed into an otherwise mediocre film .	0negative	negative	113
the more you think about the movie , the more you will probably like it .	1positive	positive	73
it treats ana's journey with honesty that is tragically rare in the depiction of young women in film .	1positive	positive	102
it's neither as romantic nor as thrilling as it should be . but it offers plenty to ponder and chew on as its unusual relationship slowly unfolds .	1positive	positive	147
what the four feathers lacks is genuine sweep or feeling or even a character worth caring about .	0negative	negative	97
like the english patient and the unbearable lightness of being , the hours is one of those reputedly " unfilmable " novels that has bucked the odds to emerge as an exquisite motion picture in its own right .	1positive	positive	207
like any good romance , son of the bride , proves it's never too late to learn .	1positive	positive	80
the self-serious equilibrium makes its point too well ; a movie , like life , isn't much fun without the highs and lows .	0negative	negative	121
it's too self-important and plodding to be funny , and too clipped and abbreviated to be an epic .	0negative	negative	98
somewhat blurred , but kinnear's performance is razor sharp .	1positive	positive	61
though the violence is far less sadistic than usual , the film is typical miike : fast , furious and full of off-the-cuff imaginative flourishes .	1positive	positive	146
ice cube holds the film together with an engaging and warm performance . . .	1positive	positive	76
as a witness to several greek-american weddings -- but , happily , a victim of none -- i can testify to the comparative accuracy of ms . vardalos' memories and insights .	1positive	positive	170
while the humor is recognizably plympton , he has actually bothered to construct a real story this time .	1positive	positive	105
a slick , well-oiled machine , exquisitely polished and upholstered .	1positive	positive	69
a retread of material already thoroughly plumbed by martin scorsese .	0negative	negative	69
at times a bit melodramatic and even a little dated ( depending upon where you live ) , ignorant fairies is still quite good-natured and not a bad way to spend an hour or two .	1positive	positive	176
a flick about our infantilized culture that isn't entirely infantile .	1positive	positive	70
. . . hopefully it'll be at the dollar theatres by the time christmas rolls around . wait to see it then .	0negative	negative	106
just offbeat enough to keep you interested without coming close to bowling you over .	1positive	positive	85
there's a solid woman- finding-herself story somewhere in here , but you'd have to dig pretty deep to uncover it .	0negative	negative	114
it is a comedy that's not very funny and an action movie that is not very thrilling ( and an uneasy alliance , at that ) .	0negative	negative	122
there's a bit of thematic meat on the bones of queen of the damned , as its origins in an anne rice novel dictate , but generally , it's a movie that emphasizes style over character and substance .	0negative	negative	197
[reaches] wholly believable and heart-wrenching depths of despair .	1positive	positive	67
the master of disguise is awful . it's pauly shore awful . don't say you weren't warned .	0negative	negative	89
you cannot guess why the cast and crew didn't sign a pact to burn the negative and the script and pretend the whole thing never existed .	0negative	negative	137
the film's almost unbearable portrait of sadness and grief transcends its specific story to speak to the ways in which need , history and presumption tangle , and sometimes destroy , blood ties .	1positive	positive	195
this is the kind of movie where the big scene is a man shot out of a cannon into a vat of ice cream .	0negative	negative	101
it's a loathsome movie , it really is and it makes absolutely no sense .	0negative	negative	72
jolie gives it that extra little something that makes it worth checking out at theaters , especially if you're in the mood for something more comfortable than challenging .	1positive	positive	172
intimate and panoramic .	1positive	positive	24
what makes the movie work to an admittedly limited extent is the commitment of two genuinely engaging performers . weaver and lapaglia are both excellent , in the kind of low-key way that allows us to forget that they are actually movie folk .	1positive	positive	247
a spellbinding african film about the modern condition of rootlessness , a state experienced by millions around the globe .	1positive	positive	123
dilbert without the right-on satiric humor .	0negative	negative	44
fails so fundamentally on every conventional level that it achieves some kind of goofy grandeur .	0negative	negative	97
formula 51 is so trite that even yu's high-energy action stylings can't break through the stupor .	0negative	negative	98
if you saw benigni's pinocchio at a public park , you'd grab your kids and run and then probably call the police .	0negative	negative	114
demonstrates the unusual power of thoughtful , subjective filmmaking .	1positive	positive	70

End of preview. Expand in Data Studio

Rotten Tomatoes Cleaned Dataset

Overview

A cleaned, enriched version of the standard Rotten Tomatoes dataset for sentiment classification. The dataset is provided in Parquet format for optimized loading and Hub viewing.

Task

Text Classification (Sentiment Analysis)

Splits

Train: 8454 examples
Validation: 1053 examples
Test: 1052 examples

Features

Column	Type	Description
`text`	string	The stripped movie review text
`label`	ClassLabel	Integer representing the sentiment
`label_name`	string	Human-readable string representation of the label
`text_length`	int	Number of characters in the `text` string

Labels

0 → negative
1 → positive

Preprocessing Steps

Combined original splits, shuffled with a fixed seed, and re-partitioned into an 80% train, 10% validation, 10% test distribution.
Removed leading and trailing whitespace from reviews.
Cast numeric labels explicitly via Hugging Face ClassLabel.
Engineered a new text_length feature.
Filtered out anomalous or exceptionally short texts (length ≤ 20 chars).

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