Hi, today I'm going to do a little exploration on the earnings in each league.
First of all, this data explores only top 100 of each league, so this maybe not contains valuable information of each tier (silver 3, silver 2, silver 1 example).
Total of games: 20390
Other good information is that the DEC bonuses (gold foils, win streaks, guilds and the capture rate) are not counted. This means that all values you will encounter here is like the game was played with 100% capture rate and no bonuses at all.
First, lets see all reward games in a plot.
Actually, this is a big mess, right? Hmm... We can see maybe 4 buckets (near 10 dec~, near 20dec~, near 50 dec and messed between 80 and 140 dec).
Here we can see a better view of the rewards distribution. But maybe its better to see league by league.
Hum, analyzing only bronze games we can see that the majority of the games are between 3~8 decs per game. A few outliers are countained in this data (larger then 10), so lets filter then.
Here we have a better and nice view of our bronze data, a normal distribuition in rating and a mean of reward of 6~7 DEC.
Doing it again on silver...
Well, like bronze we can see a trend of the reward be like 20~25, so lets filter some anomalys again:
Normal distribution in rating again (of course, right? This is a ranking zzz) and a mean reward of 21~22 DEC.
In gold...
Rewards between 30~65, lets filter the anomalys
A reward of 50~55 dec is expected per game in gold 1.
Diamond league, wow. Lets see:
A reward between 60-120, a few outliers, lets filter then:
WOW, the rewards is under 100 (some above 100), a mean of 80 DEC per game.
And finally, champion league.
The data is better distributed, lets filter some outliers:
Well, the rewards are great. Above 90 DEC, a mean of 105 DEC
This explains why we see at the beginning only 4 buckets, the champion and diamond leagues are closeby.
Some explations:
What is an anomaly?
Some times in the day the rshares are greater or lower then the mean, so the rewards maybe be alot better or worse.As we can see, only the top ones are analyzed (top 100 of each league), so this implies that we do not have relevant information for the lowest tiers.
The reward may be much higher with the bonuses of gold foils, guilds etc. Thats why I just removed then.
Thats all!
Thanks for the reading, stay with one of my dogs today, the one that says woof from my other post:
