League of Legends

I Played over 2000 ARAM Games and Used Riot’s API to Collect the Data. Here are the Results.

LeagueofLegends8 - I Played over 2000 ARAM Games and Used Riot's API to Collect the Data. Here are the Results.
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Hello everyone, I wanted to share a project that I have been working on. Initially the project started to help brush on my coding skills and practice using APIs, but I became more invested as time went on adding more interesting data. The script is able to take anyone's summoner name and calculate the data seen below. I wrote the script using Python, SQL for the database, and there is currently no frontend, but maybe in the future. The Data takes a while to gather as the rate limit of 100 requests every 2 minutes(s) (Based on Riot's Policy). The majority of the data below is from my games. Please let me know if you are interested in seeing the full data set or if there is any additional data you would like to see. See you on the Howling Abyss!

MarshTheMallow


Win Ratio

SideWLW/L Ratio
Overall1243112152.58
Blue Side60151553.85
Red Side64260651.44

Personal Stats

KDA4.07
Kills9.50
Deaths7.62
Assists21.53

In a Single Game

Most Kills33Senna
Most Deaths22Karthus
Most Assists60Sion

Game LengthTime
Shortest Game06:01
Longest Game39:37
Average Game19:46

When my team gets

ObjectiveWLW/L Ratio
First Blood75252259.03
First Tower87236970.27
First Inhib102022382.06

Personal Win Rate by Role

(Note: Some champions have two roles)

RoleWLW/L Ratio
Assassin29627551.84
Fighter45843851.12
Mage50746951.95
Marksman40630557.10
Support21319652.08
Tank25123251.97

Top Stats for a Single Game

Personal BestsStatChampion
Longest Time Alive15:44Yuumi
Largest Killing Spree14Riven
Largest Critical Strike2629Jhin
Most Minions Killed273Draven
Most Damage Dealt to Champs107895Karthus
Most Healing72704Zac
Most Time CCing Others03:48Nocturne
Most Damage Taken123373Zac
Most Gold Earned29885Senna

Top Stats for a Single Game for Any Player

Overall BestsStatChampion
Most Kills45Lee Sin
Most Deaths25Viego
Most Assists63Taric
Longest Time Alive19:28Soraka
Largest Killing Spree17Kai 'Sa
Largest Critical Strike2635Jihn
Most Minions Killed273Draven
Most Damage Dealt to Champs107895Karthus
Most Healing72704Zac
Most Time CCing Others04:27Fiddlesticks
Most Damage Taken124491Dr. Mundo
Most Gold Earned29885Senna

Top 5 Best Personal Champions Win Rates (With over 10 games)

ChampionWLW/L RatioKDAKDA
Maokai361275.004.695.386.6725.92
Shaco12475.005.4910.125.8822.12
Vayne301271.433.8011.957.8317.79
Renekton12570.593.989.537.1218.82
Orianna201066.675.2410.707.0326.13

Top 5 Worst Personal Champions Win Rates (With over 10 games)

ChampionWLW/L RatioKDAKDA
Pyke1910.002.7310.809.0013.80
Janna21115.386.354.385.4630.31
Heimer2820.003.938.708.7025.50
Kassadin3730.002.8910.509.2016.10
Veigar101835.713.7611.758.6120.57

Top 5 Best My Team Champion Vs Enemy Team Champion

Загрузка...
TeamChampionWLW/L RatioRaito DiffKDAKDA
Your teamCamille12570.5931.302.267.0011.0017.82
Enemy teamCamille111739.2931.302.177.1110.4615.64
Your teamAphelios352558.3323.553.379.838.1817.73
Enemy teamAphelios163034.7823.553.029.769.0717.63
Your teamRammus10758.8223.342.594.7110.1221.53
Enemy teamRammus112035.4823.342.244.1610.5519.48
Your teamShaco593960.2022.704.189.497.2020.62
Enemy teamShaco305037.5022.703.218.358.2418.07
Your teamOrianna774961.1122.654.738.217.1825.80
Enemy teamOrianna304838.4622.654.097.097.8124.87

Top 5 Worst My Team Champion Vs Enemy Team Champion

TeamChampionWLW/L RatioRaito DiffKDAKDA
Your teamSkarner1233.33-38.893.266.009.0023.33
Enemy teamSkarner13572.22-38.893.575.508.0623.22
Your teamLillia122433.33-20.833.437.758.2820.61
Enemy teamLillia131154.17-20.833.007.549.1720.00
Your teamIvern71729.17-19.323.962.756.9624.79
Enemy teamIvern161748.48-19.324.382.826.0923.85
Your teamSion252847.17-11.042.876.479.9422.09
Enemy teamSion392858.21-11.042.807.5710.4821.78
Your teamLee Sin374147.44-10.403.5711.228.9420.64
Enemy teamLee Sin483557.83-10.403.3110.469.0119.37

Top 5 Best Team Comps by Primary Champion Role (With over 20 games)

AssassinFighterMageMarksmanSupportTankWLW/L Ratio
1211451970.31
22118869.23
311231167.65
311251267.57
311472367.14

Top 5 Worst Team Comps by Primary Champion Role (With over 20 games)

AssassinFighterMageMarksmanSupportTankWLW/L Ratio
13161825.00
211161825.00
21261627.27
21281830.77
1211143031.82

Top 5 Best Champion Pairs (With over 10 games)

Champ 1Champ 2WLW/L Ratio
VarusOrnn10100.00
CaitlynNidalee13192.86
AsheMaokai11191.67
CaitlynFiddle11191.67
GarenVarus11191.67

Top 5 Worst Champion Pairs (With over 10 games)

Champ 1Champ 2WLW/L Ratio
LeBlancPyke110.00
WukongMorgana1118.33
BrandEvelynn1109.09
Kai'SaSenna1109.09
KennenLeBlanc1109.09

Source: Original link


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