Evaluation of the ability of CS:GO players

  • Last Update:December,23,2021 Created:December,23,2021
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Title of the dataset Evaluation of the ability of CS:GO players
Provenance of the dataset
How were the data collected/created? What was the cost? Through the public data of Valve Corporation
Data sharing policy Undecided
Data sharing policy

About data analysis and simulation

Type of data: Check all that apply. Use "Other" to specify other types so that we can include them in further updates. graph text number movie series table
Variable labels of dataset (the names of the variables) Total kills|Headshot percentage|Total deaths|K/D Ratio|Damage per Round|Grenade dmg per Round|Maps played|Rounds played|Kills per round|Assists per round|Deaths per round|Saved by teammate per round|Saved teammates per round|KAST(percentage of rounds in which the player either had a kill, assist, survived or was traded)
Outline of data Evaluate the personal ability of a CS:GO player through various data in the competition
Simulation process Combine kill rating, survival rating, damage rating and KAST rating, do weighted calculation to get a reasonable rating of one game. Then calculate the player’s performance over a long period of time.
Expected outcome of the process (obtained knowledge, analysis results, output of tools) Calculate the strength of the player's performance and the stability of the performance within a certain period of time.
Anticipation for analyses/simulations other than the typical ones provided above Measures the impact rating. Impact rating is made from multikills, opening kills, and clutches.


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