Table 3. Contradiction in TextBlob and original dataset labels.

Review	TextBlob	Original
Movie makers always author work mean yes things condensed sake viewer interest look Anne Green gables wonderful job combining important events cohesive whole simply delightful believe chose combine three novels together Anne Avonlea dreadful mess look missed Paul Irving little Elizabeth widows windy poplars Anne college years heaven sake delightful meet Priscilla rest redmond gang Kevin Sullivan taken things one movie time instead jumbling together combining characters events way movie good leave novels montgomery beautiful work something denied movie let seeing successful way brough Anne green gables life	Positive	Negative