In this task, you are given product reviews about dvds. The goal is to classify the review as "POS" if the overall sentiment of the review is positive(the reviewer is satisfied) or as "NEG" if the overall sentiment of the review is negative(the reviewer is not satisfied).
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Question: How did this happen ? . I was shocked when I saw the episodes of the second season. I would say the first season was one of the best things to be aired on TV ever. How come they just throw all that down the drain ? You really don't know what to think during the episodes. "Is it a comedy ? Oh, look at at satan and his friends having a chat.Am I supposed to laugh or amuse myself ? And now, is it a serious episode ?" Not to mention the lack of darkness so well conveyed by Frank Black in the 1st season. To sum up, the second season left a lot to be desired. The only thing I can do now is re-watch season one.

Answer: NEG

Question: Best Show Ever . Hilarious. Simply hilarious. This show is genius, one of the smartest and funniest comedies ever. I am shocked it was cancelled after 3 seasons and amazed that it is not more widely accepted as quite possibly the best show on television. Anyone with a good sense of humor that loves ridiculous situations and randomness would love these DVD's. I only hope that comedy central releases seasons 2 and 3. There is a petition, everyone who's interested should sign, just google it

Answer: POS

Question: One of the iconic classics of the genre . If you are a fan of early SciFi movies, this is a must-have for your library. There are some classic shot sequences that have been honored in more recent films, and you should look for these. For example, Spielberg must be a big fan. Pay attention to the shot compositions for the field (fence, lighting, etc.) and seek out homages to be found in Close Encounters and War of the Worlds. It is also highly informative to note the perspectives used for social mores, and for science in general. In today's world, the notion that "the town scientist" would turn his astonomical telescope into the daylight sky and view heavenly objects, then turn it below the horizontal and look across the countryside to view the goings on at a top secret military base, are both hoots. That the scientist sees a classic rocketship and knows simply by the form that it is "atomic", is classic. One can only imagine the wonder that science and the future held for the popular mind back then that the writers could get away with that kind of stuff. And yet, in contrast, note the strong presentation of the female role, not as a nurse, but as a doctor who makes the initial tough decisions and takes charge of the situation, driving the story forward. Very progressive, when contrasted with the "scientist love interest who exists to admire the brilliance, bravery and manhood of the hero" found in the typical films of this genre and era. Admittedly, our heroine is subjected to those stereotypes later on in the story, which is disappointing. I also love the military response. This is shortly after WWII. Because some kid has a bug up his tail, we roll the tanks onto the trains and storm the town. Commanding officers up on rooftops with binoculars!! In summary, our modern levels of sophistication might diminish this film to Mystery Science Theater, but that would be unfair. Instead, I recommend watching it once for the sheer joy of it. Then, watch it a second time with a more critical eye and have all your laughs and pick out all your iconic scenes for future reference

Answer:
POS