Steam250, an open-source ranking of Steam games curated by the players (2024)

OP

OP

Wok

Avenger

Oct 26, 2017
3,258
France
  • Jan 2, 2018
  • #25

BigJeffery said:

Someone smarter than me can probably find a correlation between the methodology used to rank the games and how 90% of them are anime.

It depends on the ranking which you are looking at:

  • one is a ranking of hidden gems, without any visual novel, and does not feature 90% anime,
  • the other is a ranking of hidden novels, which is exclusively visual novels by design, and does feature anime.

As for the reason why visual novels are taken to a separate ranking, it has to do with the fact the genre is very niche, so:

  • high-quality visual novels are highly ranked (great score, few players),
  • people tend to get really mad at each other debating whether visual novels are games, etc.

PepsimanVsJoe said:

I'm curious as to who would say such a thing, because I disagree.
Deep Space Waifu is very one-dimensional and boring. The bullet-patterns aren't anything special, and the scoring mechanics are non-existent.

Also, the whole "waifu" shtick is played out.


Steam250, an open-source ranking of Steam games curated by the players (2)

Steam250, an open-source ranking of Steam games curated by the players (3)

Steam250, an open-source ranking of Steam games curated by the players (4)


Steam250, an open-source ranking of Steam games curated by the players (5)

Plus, I have tried to analyze the reviews themselves to figure out whether they were all jokes: it turns out they are not.

Wok said:

I have filtered Steam reviews in order to find out:

  1. which game has the highest percentage of joke reviews,
  2. and which game benefits the most from joke reviews in terms of Wilson score.

By "joke review", I mean a review which does not try to express the reviewer's opinion, but is instead a kind of joke with regards to the game's themes or characters.

Interestingly, I have found that Deep Space Waifu and Meltys Quest do not benefit that much from joke reviews: without the joke reviews, the Wilson score is more or less the same (respectively 0.6% and 1.5% lower).

Ranking by percentage of joke reviews
  1. AppID: 552280 Percentage: 0.400 (Tayutama2 -you're the only one- CHI ver.)
  2. AppID: 410830 Percentage: 0.344 (ARENA GODS)
  3. AppID: 502800 Percentage: 0.342 (SENRAN KAGURA ESTIVAL VERSUS)
  4. AppID: 441050 Percentage: 0.328 (Polandball: Can into Space!)
  5. AppID: 689580 Percentage: 0.325 (TurnSignal)
  6. AppID: 283960 Percentage: 0.323 (Pajama Sam: No Need to Hide When It's Dark Outside)
  7. AppID: 733990 Percentage: 0.317 (I Can't Believe It's Not Gambling)
  8. AppID: 664180 Percentage: 0.316 (Draw Puzzle)
  9. AppID: 260750 Percentage: 0.311 (Neighbours from Hell Compilation)
  10. AppID: 588040 Percentage: 0.310 (WILL: A Wonderful World / WILL)
  11. AppID: 745880 Percentage: 0.308 ( Hidden Star in Four Seasons.)
  12. AppID: 639790 Percentage: 0.308 (DEEP SPACE WAIFU)
  13. AppID: 294530 Percentage: 0.302 (Freddi Fish 2: The Case of the Haunted Schoolhouse)
  14. AppID: 410980 Percentage: 0.301 (Master of Orion 2)
  15. AppID: 623080 Percentage: 0.300 (planetarian HD)
  16. AppID: 460120 Percentage: 0.286 (Megadimension Neptunia VII)
  17. AppID: 412830 Percentage: 0.284 (STEINS;GATE)
  18. AppID: 723090 Percentage: 0.282 (Meltys Quest)
  19. AppID: 448370 Percentage: 0.253 (IS Defense)
  20. AppID: 426690 Percentage: 0.250 (Narcissu 10th Anniversary Anthology Project)
Ranking by Wilson score bonus due to very positive joke reviews
  1. AppID: 552280 Wilson score bonus: 0.159 (Tayutama2 -you're the only one- CHI ver.)
  2. AppID: 588040 Wilson score bonus: 0.081 (WILL: A Wonderful World / WILL)
  3. AppID: 623080 Wilson score bonus: 0.077 (planetarian HD)
  4. AppID: 357330 Wilson score bonus: 0.075 (Space Beast Terror Fright)
  5. AppID: 664180 Wilson score bonus: 0.060 (Draw Puzzle)
  6. AppID: 368570 Wilson score bonus: 0.050 (Beat Da Beat)
  7. AppID: 593200 Wilson score bonus: 0.049 (The Adventures of Fei Duanmu )
  8. AppID: 410830 Wilson score bonus: 0.047 (ARENA GODS)
  9. AppID: 496350 Wilson score bonus: 0.040 (Supipara - Chapter 1 Spring Has Come!)
  10. AppID: 689580 Wilson score bonus: 0.037 (TurnSignal)
  11. AppID: 658620 Wilson score bonus: 0.026 (Wonderful Everyday Down the Rabbit-Hole)
  12. AppID: 441050 Wilson score bonus: 0.025 (Polandball: Can into Space!)
  13. AppID: 370280 Wilson score bonus: 0.022 (Season of 12 Colors)
  14. AppID: 462990 Wilson score bonus: 0.022 (Tomoyo After ~It's a Wonderful Life~ English Edition)
  15. AppID: 745850 Wilson score bonus: 0.022 (KARAKARA2)
  16. AppID: 640380 Wilson score bonus: 0.020 (UBERMOSH Vol.5)
  17. AppID: 399600 Wilson score bonus: 0.018 (I and Me)
  18. AppID: 412830 Wilson score bonus: 0.018 (STEINS;GATE)
  19. AppID: 606480 Wilson score bonus: 0.018 (Flood of Light)
  20. AppID: 617440 Wilson score bonus: 0.017 (Juanito Arcade Mayhem)

Limitation: the analysis of Steam reviews requires to download them first through Steam API, which has a rate limit of about 10 reviews/second, I have limited the analysis to the top 250 hidden gems as of yesterday.

Caveat: in order to perform this filtering in an automatic manner, I could only consider the reviews tagged as being written in English. It is possible that some of the following games appear in the ranking due to reviews written in other languages yet tagged as being written in English.

Last edited:

Steam250, an open-source ranking of Steam games curated by the players (2024)

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