If you arrived here from a PC Gamer article, I suggest you check the Python source code and one of these rankings: Contradiction - the all-video murder mystery adventure (appID=373390). To reproduce the results, use data downloaded between June 19 and June 23 (found in my initial commit to Github), with alpha ~ 10^(6.45), which arises from an optimization with 1 example of "hidden gem": The Python source code can be found on Github. Finally, here is a reference to the NeoGAF post explaining the method, and the NeoGAF post explaining the idea behind the optimization of the only free parameter. The quality measure comes from SteamDB and the popularity measure comes from SteamSpy API. Therefore, the score of a game is defined as the product of a quality measure (its Wilson score) and a decreasing function of a popularity measure (its players total forever). A "hidden gem" is defined as a high-quality game (hence the "gem") which only got little attention (hence "hidden"). Take to the streets for intense close quarters combat, where a team's survival depends upon securing crucial strongholds and destroying enemy supply in this multiplayer and cooperative Source Engine based experience.This post contains a ranking of Steam games, based on a score intended to favor "hidden gems". Offline practice mode, playing with bots on all game modes.Free content updates that include weapons, game modes, maps, and new features.5 cooperative game modes where you and your friends team up to complete mission-based objectives.7 multiplayer game modes supporting up to 32 players, with a focus on territorial control, destroying weapon caches and escorting high value targets.16 maps playable in day and night versions on various multiplayer and cooperative modes, ranging from environments in the Middle East, Africa, and Central Asia.Over 40 weapons with numerous attachments, no crosshair, and a focus on realistic weapon behavior including a free-aim system and intense suppression effects.The follow-up game to the award-winning Source mod, Insurgency is highly competitive and unforgivingly lethal, striking a balance between one-life gameplay and prolonged action.
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