We calculated the amount of killed enemies among the three most successful players in the context of each week.
We noticed that CS: GO players get the highest number of kills.
For Apex, data has only been collected since the middle of october two thousand and twentieth.
How does the algorithm work
We calculated the amount of killed enemies among the top ten players in the context of each week.
CS: GO is again in the lead, but the gap from Dota 2 is smaller, the number of WoT kills is also not significantly lower.
and at the end Dota 2 takes the lead
Consequently, the very best CS:GO players get a disproportionate amount of kills.
Next, we looked at the average number of kills for the players with the lowest indicators: starting from the eleventh place to the end.
As you can see, CS:GO players also dominate among the laggards.
If you pay attention to the total number of players every week, you can see that Dota 2 is the most massive game, while CS: GO, on the contrary, collects the least number of players.
In order to predict average kill count per game, linear regression was built
Weekly odds are calculated as the ratio of the model's predictions for each game.
The coefficients were adjusted as new data is collected.
At the time of delivery of the project, the coefficients were as follows:
This number can be explained by the fact that CS:GO get kills in and had a larger skilled player pool