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VCT Stage-1 Analysis

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#1
dhruv_unyl

Hi Everyone,

I did a project where I scraped the ratings of each player in VCT Stage-1 from vlr.gg and rib.gg. I then calculated a score for each player based on their average rating, and the number of matches played by each player. Based on the results, here are the top performers along with their ratings for VCT Stage-1

Best Players - All Regions

  1. aspas - 1.18
  2. Cryocells - 1.148
  3. Leo - 1.145
  4. OXY - 1.145
  5. something - 1.135
  6. d4v41 - 1.127
  7. t3xture - 1.122
  8. cNed - 1.12
  9. eeiu - 1.118
  10. benjyfishy - 1.113

Best Players - Region Wise

VCT Americas

  1. aspas - 1.177
  2. Cryocells - 1.145
  3. OXY - 1.141
  4. eeiu - 1.115
  5. TenZ - 1.107

VCT EMEA

  1. Leo - 1.147
  2. cNed - 1.123
  3. benjyfishy - 1.116
  4. Shao - 1.114
  5. Elite - 1.111

VCT Pacific

  1. something - 1.133
  2. d4v41 - 1.125
  3. t3xture - 1.12
  4. MaKo - 1.111
  5. Jemkin - 1.110

Best Players - Role

Duelist

  1. aspas - 1.215
  2. Cryocells - 1.207
  3. OXY - 1.171
  4. t3xture - 1.144
  5. Jemkin - 1.138

Controller

  1. Shao - 1.138
  2. MaKo - 1.132
  3. bang - 1.124
  4. Chronicle - 1.123
  5. valyn - 1.116

Initiator

  1. Leo - 1.158
  2. d4v41 - 1.135
  3. eeiu - 1.13
  4. something - 1.121
  5. N4RRATE - 1.111

Sentinel

  1. Elite - 1.141
  2. Laz - 1.129
  3. benjyfishy - 1.112
  4. d4v41 - 1.101
  5. yetujey - 1.095

These ratings are purely based on the stats on vlr and rib. If anyone is interested, I have also rated the top players for each role, and for each agent - you can access the full results of this project here - https://forms.gle/qm4mconTrh5TjhYUA . Please let me know your thoughts on this.

#2
number1_cNed_fan
1
Frags
+

W

#3
eejayzzz
1
Frags
+

W

#4
Lucrix
1
Frags
+

how is rating calculated?

also where's china? do they not have stats cuz vlr doesnt have access to the server data or wtv it is?

#5
dhruv_unyl
0
Frags
+

Yeah, I couldn't find the ratings for china on vlr.
I used bayesian average to calculate the ratings - I wanted to take into account the number of matches played by a player on an agent while ranking them, and the bayesian average provides an estimate of their average rating.
(I am not an expert in statistics, this is what my friends suggested me to use)

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