Datasets:
id
int64 1
1.46k
| game
stringclasses 10
values | review
stringlengths 2
6.46k
| author_playtime_at_review
int64 0
4.94k
| voted_up
bool 2
classes | votes_up
int64 0
104
| votes_funny
int64 0
76
| constructive
int64 0
1
|
|---|---|---|---|---|---|---|---|
1 | Among Us | This game can suck my balls before I play it again. And the fact that I fucking payed for it | 6 | false | 1 | 0 | 0 |
2 | Among Us | Very fun little party game! Even better with friends! Can't wait to see what they do with the game! | 11 | true | 0 | 0 | 1 |
3 | Among Us | if you're lonely don't bother but if you're not a fucking loser and have friends, its a good time. | 40 | true | 2 | 1 | 0 |
4 | Among Us | fun and anoyying | 80 | true | 0 | 0 | 0 |
5 | Among Us | when impostor is sus... | 51 | true | 0 | 0 | 0 |
6 | Among Us | william warhurst gets stuck under the bed after i murder his entire family for having retard disease | 5 | true | 1 | 0 | 0 |
7 | Among Us | It is amazing and very addicting | 3 | true | 0 | 0 | 0 |
8 | Among Us | kult att spela med ven | 44 | true | 0 | 0 | 0 |
9 | Among Us | yes, u know why | 94 | true | 0 | 0 | 0 |
10 | Among Us | A very fun game as long as you have a group of at least 6 people (preferably people you know) to have games of a decent length. The gameplay is relatively simple, but the social aspect is what makes it such a good time. Unfortunately, the servers can be quite problematic, sometimes frequently giving people connection errors when others have no trouble. It's never outright prevented any of my group from playing, but it has sometimes delayed our sessions for a while as we try to fix it. | 4 | true | 0 | 0 | 1 |
11 | Among Us | i luv it sm | 21 | true | 0 | 0 | 0 |
12 | Among Us | Iz good, what else do I have to say? | 33 | true | 1 | 0 | 0 |
13 | Among Us | cheap and really fun, even solo queue | 3 | true | 0 | 0 | 1 |
14 | Among Us | Great game, lots of suspicious players though. 11/10 - Would recommend to others | 8 | true | 0 | 0 | 0 |
15 | Among Us | Omg Among us i luv very much :) | 0 | true | 0 | 0 | 0 |
16 | Among Us | So good. Amazing game of teamwork and betrayal. Can't find anything better. | 5 | true | 0 | 0 | 1 |
17 | Among Us | This game is incredible with the right people. I've seen so many streamers take this game way too seriously and break friendships. I've made sure to stick with communities I know and It's genuinely always a fun time. Would very much recommend. | 13 | true | 2 | 0 | 1 |
18 | Among Us | its good but it needs more pokemon characters | 94 | true | 0 | 0 | 1 |
19 | Among Us | Light blue vented Fun game, best played with friends or at least with a voice chat. | 21 | true | 0 | 0 | 1 |
20 | Among Us | I love this game, only lost a couple of friends. It was worth it though lol. | 20 | true | 0 | 0 | 0 |
21 | Among Us | 2020 called: Sus! Activity is going on in the south tower Among us in real life, (Sus) (Sus) We’re playing among us with the crew(mates and Imposters) I don’t like this game | 4 | false | 0 | 1 | 0 |
22 | Among Us | Take the "ruin your friendship" aspect of monopoly and apply it here. | 1 | true | 0 | 0 | 0 |
23 | Among Us | Best game evrr made no cap sheeeeeeeeeeeeeeeeeeeeeeeeeeeeesh | 17 | true | 0 | 0 | 0 |
24 | Among Us | its fun for everyone one!!!!!!!!!!!!!!!!! :3 | 14 | true | 0 | 0 | 0 |
25 | Among Us | play now u must | 11 | true | 0 | 0 | 0 |
26 | Among Us | This is The greatest Murder mystery of All time Edit 1.5 years later omgtv they added it they added achievements time to among us phase pt 2 | 0 | true | 0 | 0 | 0 |
27 | Among Us | this game good but u must lie to win this game and dont trust your friend aswell | 3 | true | 0 | 0 | 1 |
28 | Among Us | I've never trusted my friends less. 10/10 game | 28 | true | 0 | 0 | 0 |
29 | Among Us | This is a very fun game to play with friends!! Gather a group of people and let the arguments start! | 39 | true | 0 | 0 | 1 |
30 | Among Us | play with friends buy for friends live with friends get kicked out by friends live on streets and play this game to make new friends. | 6 | true | 1 | 0 | 0 |
31 | Among Us | This game gets a bit sussy after a while... | 1 | true | 1 | 0 | 0 |
32 | Among Us | this game is the worst these fucking teamers ruin the good game i hope this game falls off | 29 | false | 0 | 0 | 0 |
33 | Among Us | Ask yourself this..Games that cost Millions yo make and fail to deliver on every aspect and gives you a empty shell of a game, this costs £4 promises nothing and yet delivers a fun game. Makes you think dosent it | 8 | true | 0 | 1 | 1 |
34 | Among Us | It's among us :/ | 5 | true | 0 | 1 | 0 |
35 | Among Us | The servers are trash as hell, you can't join a game without trying 100 times, it takes away the will to play | 4 | false | 1 | 0 | 1 |
36 | Among Us | Fun times, good price | 19 | true | 0 | 0 | 0 |
37 | Among Us | Great game to play with a bunch of discord friends at once, still pretty good online with randoms! Simple and quick game, definitely a good mixer-upper. 9/10, could use a in game voice chat *option*. Other than that, superfluous. | 2 | true | 1 | 0 | 1 |
38 | Among Us | I am detecting a minuscule measurement of suspicion. | 28 | true | 0 | 0 | 0 |
39 | Among Us | I love this game i | 7 | true | 0 | 0 | 0 |
40 | Among Us | This game is so simple but fun at the same time. I did not have high expectations but I really do like it now. I play almost every day. Currently I am trying to get my friends to play. Besides the point is, I reccomend this game if you have a low or high end computer (any PC), like murder mystery. | 15 | true | 1 | 0 | 1 |
41 | Among Us | I know other people say this but FRIEND REQUESTS. Pleeeeaaaase. Otherwise this is a great game. Can't wait for the new map to come out! | 4 | true | 0 | 0 | 0 |
42 | Among Us | Logic | 3 | true | 0 | 0 | 0 |
43 | Among Us | i think this game has a lot of potentel | 31 | true | 0 | 0 | 0 |
44 | Among Us | Great game funny fun great when you don't know what to do with yourself I recommend it | 0 | true | 1 | 0 | 0 |
45 | Among Us | i love this game so much, get in fights with my friends, but the servers are really bad and i hope they uppgrade them soon, i cant join any game without being disconnected immideaitely. Great game though! | 6 | true | 0 | 0 | 1 |
46 | Among Us | Shout out to innersloth to being the first game to include a aromantic pride flag. But most of all shout out to the greatest aromantic ally of all time, zaid. LeBron James Sr. is an American professional basketball player for the Los Angeles Lakers in the National Basketball Association (NBA). Nicknamed "King James", he is considered to be one of the greatest basketball players in history and is often compared to Michael Jordan in debates over the greatest basketball player of all time.[a] James is the all-time leading scorer in NBA history and ranks fourth in career assists. He has won four NBA championships (two with the Miami Heat, one each with the Lakers and Cleveland Cavaliers), and has competed in 10 NBA Finals.[1] He has four MVP awards, four Finals MVP awards, and two Olympic gold medals. He has been named an All-Star 19 times, selected to the All-NBA Team 18 times (including 13 First Team selections)[2][3] and the All-Defensive Team six times, and was a runner-up for the NBA Defensive Player of the Year Award twice in his career.[4][5] | 67 | true | 0 | 0 | 0 |
47 | Among Us | Amazing fun with friends and good fun alone!! | 10 | true | 0 | 0 | 1 |
48 | Among Us | ytg5e4rg | 27 | true | 0 | 0 | 0 |
49 | Among Us | Each different people you have on Discord will be a different experience and I really love that. However, public rooms are just full of 0 IQ's lol | 3 | true | 0 | 0 | 1 |
50 | Among Us | This game is really fun and easy access to play i do not regret a single penny! | 74 | true | 0 | 0 | 1 |
51 | Among Us | POPAOSD-0PAOSDPAOSD[0POASDPOASDPAOSDPOASDPAOSDPASODPASOD | 97 | true | 0 | 0 | 0 |
52 | Among Us | If you have more than 6 friends, you should get this game. | 8 | true | 0 | 0 | 0 |
53 | Among Us | Can you make it available on mac as well? There are a lot of mac users that want to play this game without bootcamp or an android stimulator. | 4 | true | 0 | 0 | 0 |
54 | Among Us | rgeytr | 110 | true | 0 | 0 | 0 |
55 | Among Us | The detail, graphics, concepts, etc. of this game are all amazingly impressive. But.. I have a few suggestions for the game. First, I’d say we need a “Report” button, in where you can report someone for any bad thing they’re doing. That includes, cheating, hacking, or cussing, most importantly. The cussing and amount of toxicity in this game is absolutely ridiculous. People leave and get mad just over not being able to get The Impostor role, and I think that’s silly. But other than that, my second suggestion for this game is if you could possibly add more different sorts of cosmetics, like wings, hand items etc. | 7 | true | 3 | 0 | 1 |
56 | Among Us | In 2020, the world was hit by the Covid-19 pandemic, which forced people to stay at home and look for new ways to entertain themselves. Among Us, a multiplayer game developed by InnerSloth, quickly became one of the most popular games of the year. The game's simple but addictive gameplay, engaging social interaction, and unique setting made it the best game of 2020. One of the main reasons for Among Us's popularity was its easy-to-learn gameplay. The game is simple enough for anyone to pick up and play, but also has enough depth to keep players engaged for hours. The objective of the game is straightforward: a group of crewmates is tasked with completing various tasks on a spaceship, while a small number of imposters try to sabotage their efforts and kill them off one by one. The gameplay mechanics are easy to understand, and the game's short rounds make it perfect for quick pick-up-and-play sessions. Another key factor that contributed to Among Us's success was its social interaction. The game requires players to work together to complete tasks, but it also allows them to accuse each other of being imposters and vote each other off the ship. This creates a dynamic social experience that is both fun and engaging. Players must use their communication skills to convince others of their innocence or guilt, leading to intense debates and hilarious accusations. The game's unique setting also played a significant role in its popularity. Among Us is set in a sci-fi world where players take on the roles of quirky crewmates and imposters. The game's cute and colorful visuals, combined with its sci-fi elements, create a unique and memorable setting that players can't help but love. In addition to its gameplay and setting, Among Us was also well-received for its accessibility. The game is available on multiple platforms, including PC, mobile devices, and Nintendo Switch. This made it easy for players to pick up and play the game, regardless of their preferred gaming platform. In conclusion, Among Us was the best game of 2020 because of its simple and addictive gameplay, engaging social interaction, unique setting, and accessibility. The game provided an escape for people during a difficult year, and its popularity is a testament to its ability to bring people together through fun and laughter. | 65 | true | 1 | 0 | 1 |
57 | Among Us | A nice game to play with your friends. | 21 | true | 0 | 0 | 1 |
58 | Among Us | people who play this game need to get among some bitches | 9 | true | 0 | 0 | 0 |
59 | Among Us | I can kill my friends. I like it. | 20 | true | 3 | 2 | 0 |
60 | Among Us | If you have friends w/ brains, it is a blast. If you go play public with randoms who don't have brains, its cancer. Do with that what you will. | 2 | false | 2 | 0 | 1 |
61 | Among Us | this is wasoooooooooooooome this is a very fun game wich i like because it involves thinking and communicating | 15 | true | 0 | 0 | 1 |
62 | Among Us | This game is just really fun especially on PC its always cool just to play a game when your bored at home so whenever you just don't wanna play Fortnite, COD, and any other game you can just hop on some Among Us and backstab your friends. | 4 | true | 0 | 0 | 1 |
63 | Among Us | Ok first of all, I find it kinda sad that I have 75+ hours on this game HAHAHAH KILL ME; anyway, its an alright game | 75 | true | 0 | 0 | 0 |
64 | Among Us | Do not say "kid amogus" backwards. Worst mistake of my life. | 6 | true | 0 | 2 | 0 |
65 | Among Us | ITSS GOOD | 6 | true | 0 | 0 | 0 |
66 | Among Us | simple and easy for anyone to play | 56 | true | 0 | 0 | 1 |
67 | Among Us | i was in medbay chill, CHILL | 30 | true | 0 | 0 | 0 |
68 | Among Us | Great, simple and yet cheap game to play with your friends or strangers. | 9 | true | 0 | 0 | 1 |
69 | Among Us | amogus imposter is sus dont playing the game. | 5 | false | 1 | 0 | 0 |
70 | Among Us | i love it / it's Nice , So Funny Game :\ | 3 | true | 0 | 0 | 0 |
71 | Among Us | a absolute amazing although the memes are not fucking funny at all if you think among us memes are funny eat my asshole inside out you shitheads | 28 | true | 0 | 0 | 0 |
72 | Among Us | fun to play with freinds but toxic | 17 | true | 0 | 0 | 1 |
73 | Among Us | This game was worth 5 bucks but idk if it was worth losing all my friends | 19 | true | 0 | 0 | 0 |
74 | Among Us | yo, lime kinda sus, ngl. | 42 | true | 0 | 0 | 0 |
75 | Among Us | so good the games is god | 14 | true | 0 | 0 | 0 |
76 | Among Us | I'd only suggest this IF you're playing with friends or people you know. Playing with randoms is a painful experience (especially since it's a free mobile game). | 95 | true | 0 | 0 | 1 |
77 | Among Us | Great cartoon graphics that creates a "Who dun it" atmosphere with a Faster Than Light feel about it. Only real downside is this is the video game version of monopoly, which may result in family arguments, destroyed friendships, irrational anger and hatred for random strangers on the internet normally only reserved for twitter debates....... | 1 | true | 0 | 0 | 1 |
78 | Among Us | This game is awesome, i love the new update with the new roles and map! its awesome. | 41 | true | 0 | 0 | 1 |
79 | Among Us | lost access to my dlc after most recent update. but good game | 33 | true | 1 | 0 | 1 |
80 | Among Us | Good game for up to 2 hours of play at a time. Slow on the off-hours | 1 | true | 0 | 0 | 1 |
81 | Among Us | It's a lot of fun to play this game with your friends, but playing it in random lobbies can be very frustrating | 10 | true | 1 | 0 | 1 |
82 | Among Us | it is halal | 214 | true | 0 | 0 | 0 |
83 | Among Us | get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head get out of my head | 83 | true | 2 | 0 | 0 |
84 | Among Us | It's real fun with friends! | 8 | true | 0 | 0 | 1 |
85 | Among Us | if you haven't played it. you haven't lived | 204 | true | 0 | 0 | 0 |
86 | Among Us | quick entertaining games | 3 | true | 0 | 0 | 1 |
87 | Among Us | fun game. follow me on twitch! INtoTHEcrosFIRE | 5 | true | 0 | 0 | 0 |
88 | Among Us | this game kinda like among us | 19 | true | 2 | 0 | 0 |
89 | Among Us | Just yes. Love this game, that's all I can say. The community gets annoying in some games but can't fix that. The censor chat also malfunctions a bit, so if Innersloth could fix that it'd be nice. For example: "just fun" gets partly censored. Other than that this is still a 10/10 game with countless hours of fun for only 5 bucks | 34 | true | 0 | 0 | 1 |
90 | Among Us | its fun and boring | 15 | true | 1 | 0 | 0 |
91 | Among Us | This one game has ruined the internet for ions to come | 20 | false | 0 | 0 | 0 |
92 | Among Us | This game is a plague - Change my mind | 1 | false | 4 | 0 | 0 |
93 | Among Us | Very dun game for large groups of friends! | 7 | true | 0 | 1 | 1 |
94 | Among Us | need amongus | 21 | true | 0 | 0 | 0 |
95 | Among Us | YESSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSS BEST | 3 | true | 0 | 0 | 0 |
96 | Among Us | it it is great so that =10 out of 10 | 3 | true | 0 | 0 | 0 |
97 | Among Us | This game has a very good and original idea behind it and they execute it so perfectly. And thew fact that there is so much customization from the maps to the characters. This game is amazing. | 9 | true | 0 | 0 | 1 |
98 | Among Us | Just plain perfect. Could use emojis, but that might be coming in Among Us 2 | 7 | true | 0 | 0 | 1 |
99 | Among Us | Best with a group in Discord that can follow rules to make it fun. real quick games. | 3 | true | 0 | 0 | 1 |
100 | Among Us | Basically mafia but with tasks, in space, betrayal, and friends. :) | 5 | true | 0 | 0 | 1 |
End of preview. Expand
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1.5K Steam Reviews Binary Labeled for Constructiveness
Dataset Summary
This dataset contains 1,461 Steam reviews from 10 of the most reviewed games. Each game has about the same amount of reviews. Each review is annotated with a binary label indicating whether the review is constructive or not. The dataset is designed to support tasks related to text classification, particularly constructiveness detection tasks in the gaming domain.
The dataset is particularly useful for training models like BERT, and its' derivatives or any other NLP models aimed at classifying text.
Dataset Structure
The dataset contains the following columns:
- id: A unique identifier for each review.
- game: The name of the game being reviewed.
- review: The text of the Steam review.
- author_playtime_at_review: The number of hours the author had played the game at the time of writing the review.
- voted_up: Whether the user marked the review/the game as positive (True) or negative (False).
- votes_up: The number of upvotes the review received from other users.
- votes_funny: The number of "funny" votes the review received from other users.
- constructive: A binary label indicating whether the review was constructive (1) or not (0).
Example Data
| id | game | review | author_playtime_at_review | voted_up | votes_up | votes_funny | constructive |
|---|---|---|---|---|---|---|---|
| 1024 | Team Fortress 2 | shoot enemy | 639 | True | 1 | 0 | 0 |
| 652 | Grand Theft Auto V | 6 damn years and it's still rocking like its g... | 145 | True | 0 | 0 | 0 |
| 1244 | Terraria | Great game highly recommend for people who like... | 569 | True | 0 | 0 | 1 |
| 15 | Among Us | So good. Amazing game of teamwork and betrayal... | 5 | True | 0 | 0 | 1 |
| 584 | Garry's Mod | Jbmod is trash!!! | 65 | True | 0 | 0 | 0 |
Labeling Criteria
- Constructive (1): Reviews that provide helpful feedback, suggestions for improvement, constructive criticism, or detailed insights into the game.
- Non-constructive (0): Reviews that do not offer useful feedback, do not offer substance, are vague, off-topic, irrelevant, or trolling.
Of course, constructiveness is subjective, when testing the dataset on a finetuned ROBERTA model though, we reached about 80% accuracy.
Notes
Please note, that the dataset is unbalanced. 63.04% of the reviews were labeled as being non-constructive while 36.96% were labeled as being constructive. Please take this into account when utilizing the dataset.
License
This dataset is licensed under the MIT License, allowing open and flexible use of the dataset for both academic and commercial purposes.
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