> Is the level column the level of clan boss so 6 is UNM? But I advice you to clean data, it contains some mistakes. >1 shard drop is okay, you can get 2 shards from 2 chests (or shard + book from single chest). > Is there some aggregation in each row, for example, some rows report >1 shard drops, or is this just people entering bad data?Įach row means drop that user got from NM or UNM at chosen date.

Please write down if you have been affected by this change.

The authors hypothesize that Plairum has a bug in one of its servers, probably something wrong with config files. But there has been a group of players for whom the drop rate of epic tomes increased almost two times! Around 18% of players are now getting an extreme number of epic tomes and much fewer sacred shards, void shards, leg tomes, and ancient shards. What we can see is that in the last month, there has been a group of players (82%) for whom the drop rate of epic tomes remained the same. The distribution of epic tomes received by the players this month The distribution of epic tomes received by the players one month ago Let's compare the distributions of the epic tomes one month ago and from this month. The probability of getting epic tomes skyrocketed ( figure 1)!īut this is not the end of the story. The statistics changed astonishingly after the 17th of November. Everything was statistically perfect from the normal distribution point of view. All the refined data followed a normal distribution pattern, confirming that there is no special day when more shards are rewarded or anything of that sort. The authors had to remove some obvious noisy data points: too few reported drops, 12 sacred shards per day, etc. After the first month of operation, the authors calculated the stats for the players who reported their drops.

Everybody can add their rewards every day for 4-6 clan bosses and check the current statistics. Two months ago, the Russian developers have created a telegram bot for tracking your drop rate from clan boss. The mean number of specific items players get per day. Have any of you experienced a strange surplus of epic tomes from the 6th clan boss in the recent month? Is it just you being unlucky or there is something more about it? Congratulation!! You got into 18% of unlucky players whose drop rates changed from the 17th of November.

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