{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Banning in League of Legends: does it matter?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In **League of Legends**, an online battle arena game in which players choose a character (a *champion*) with unique abilities and fight together in matches against an opposing team. It is very popular, and has a competitive player base.\n", "\n", "The mechanics of the game aren't important for understanding this demo, but one mechanic is of interest: before each match, each team can choose to ban up to three champion types from the game. Teams may do this because they perceive particular champions as broken (unfair to use), or to give themselves an advantage in the match. However, it's generally not established what, if any, advantage banning a character gives to a team. We seek to ask questions on this topic here." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## About the dataset" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Alyssa Adams has pulled data for each match from Riot Games' public API. For each match, we have a directory named with the match's unique ID, and this contains a couple things. For example:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "match.csv Treant.c7633606-6432-4cb8-a673-1faa37f3a56b.json\r\n" ] } ], "source": [ "%ls matches/2353211982" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This match contains a CSV file giving some of the most interesting match data to Alyssa, which we can parse using `pandas`:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true }, "outputs": [], "source": [ "import pandas as pd" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
\n", " | Player Name | \n", "Champion | \n", "Win | \n", "Side | \n", "Kills | \n", "Deaths | \n", "Assists | \n", "KDA | \n", "CS | \n", "SSpell 1 | \n", "... | \n", "Item1 | \n", "Item2 | \n", "Item3 | \n", "Item4 | \n", "Item5 | \n", "Item6 | \n", "Magic Dmg | \n", "Physical Dmg | \n", "Lane | \n", "Role | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "Doublelift | \n", "Draven | \n", "False | \n", "Side.blue | \n", "1 | \n", "5 | \n", "1 | \n", "0.400000 | \n", "141 | \n", "Flash | \n", "... | \n", "Doran's Blade | \n", "Caulfield's Warhammer | \n", "Cull | \n", "Infinity Edge | \n", "Boots of Speed | \n", "Dagger | \n", "916 | \n", "52136 | \n", "Lane.bot_lane | \n", "Role.carry | \n", "
1 | \n", "Stixxay | \n", "Vi | \n", "False | \n", "Side.blue | \n", "2 | \n", "3 | \n", "2 | \n", "1.333333 | \n", "105 | \n", "Smite | \n", "... | \n", "Chain Vest | \n", "Refillable Potion | \n", "Ninja Tabi | \n", "Enchantment: Warrior | \n", "Giant's Belt | \n", "NaN | \n", "612 | \n", "78017 | \n", "Lane.jungle | \n", "Role.none | \n", "
2 | \n", "Pocket Rhino | \n", "Karma | \n", "False | \n", "Side.blue | \n", "1 | \n", "3 | \n", "4 | \n", "1.666667 | \n", "106 | \n", "Flash | \n", "... | \n", "Haunting Guise | \n", "Athene's Unholy Grail | \n", "Ionian Boots of Lucidity | \n", "Doran's Ring | \n", "NaN | \n", "NaN | \n", "46740 | \n", "7879 | \n", "Lane.mid_lane | \n", "Role.solo | \n", "
3 | \n", "Old Man Lohpally | \n", "Nami | \n", "False | \n", "Side.blue | \n", "1 | \n", "4 | \n", "1 | \n", "0.500000 | \n", "11 | \n", "Exhaust | \n", "... | \n", "Total Biscuit of Rejuvenation | \n", "Eye of the Watchers | \n", "Control Ward | \n", "Boots of Mobility | \n", "Tear of the Goddess | \n", "NaN | \n", "5274 | \n", "3058 | \n", "Lane.bot_lane | \n", "Role.support | \n", "
4 | \n", "Licorice | \n", "Jarvan IV | \n", "False | \n", "Side.blue | \n", "1 | \n", "4 | \n", "3 | \n", "1.000000 | \n", "97 | \n", "Flash | \n", "... | \n", "Tiamat | \n", "Corrupting Potion | \n", "Doran's Blade | \n", "Chain Vest | \n", "Ninja Tabi | \n", "Bami's Cinder | \n", "2563 | \n", "42171 | \n", "Lane.top_lane | \n", "Role.solo | \n", "
5 | \n", "Hi Im A Sheep | \n", "Janna | \n", "True | \n", "Side.red | \n", "0 | \n", "0 | \n", "14 | \n", "14.000000 | \n", "6 | \n", "Flash | \n", "... | \n", "Eye of the Watchers | \n", "Control Ward | \n", "NaN | \n", "Forbidden Idol | \n", "Crystalline Bracer | \n", "Ionian Boots of Lucidity | \n", "4298 | \n", "3424 | \n", "Lane.bot_lane | \n", "Role.support | \n", "
6 | \n", "Pyrites | \n", "Vel'Koz | \n", "True | \n", "Side.red | \n", "5 | \n", "3 | \n", "5 | \n", "3.333333 | \n", "133 | \n", "Flash | \n", "... | \n", "Doran's Ring | \n", "Aether Wisp | \n", "Total Biscuit of Rejuvenation | \n", "Morellonomicon | \n", "Ionian Boots of Lucidity | \n", "Doran's Ring | \n", "58409 | \n", "5572 | \n", "Lane.mid_lane | \n", "Role.solo | \n", "
7 | \n", "Révenge | \n", "Yasuo | \n", "True | \n", "Side.red | \n", "8 | \n", "3 | \n", "3 | \n", "3.666667 | \n", "154 | \n", "Teleport | \n", "... | \n", "Doran's Blade | \n", "Doran's Blade | \n", "Trinity Force | \n", "Phantom Dancer | \n", "Ninja Tabi | \n", "B. F. Sword | \n", "27726 | \n", "76857 | \n", "Lane.top_lane | \n", "Role.solo | \n", "
8 | \n", "windking66 | \n", "Ezreal | \n", "True | \n", "Side.red | \n", "1 | \n", "0 | \n", "6 | \n", "7.000000 | \n", "154 | \n", "Heal | \n", "... | \n", "Manamune | \n", "Doran's Blade | \n", "Ionian Boots of Lucidity | \n", "Cull | \n", "Iceborn Gauntlet | \n", "Vampiric Scepter | \n", "11608 | \n", "55667 | \n", "Lane.bot_lane | \n", "Role.carry | \n", "
9 | \n", "kms myself | \n", "Zac | \n", "True | \n", "Side.red | \n", "5 | \n", "1 | \n", "6 | \n", "11.000000 | \n", "136 | \n", "Smite | \n", "... | \n", "Enchantment: Cinderhulk | \n", "Spirit Visage | \n", "Ionian Boots of Lucidity | \n", "Giant's Belt | \n", "Warden's Mail | \n", "NaN | \n", "91990 | \n", "15130 | \n", "Lane.jungle | \n", "Role.none | \n", "
10 rows × 25 columns
\n", "\n", " | Player Name | \n", "Champion | \n", "Win | \n", "Side | \n", "Kills | \n", "Deaths | \n", "Assists | \n", "KDA | \n", "CS | \n", "SSpell 1 | \n", "... | \n", "Item1 | \n", "Item2 | \n", "Item3 | \n", "Item4 | \n", "Item5 | \n", "Item6 | \n", "Magic Dmg | \n", "Physical Dmg | \n", "Lane | \n", "Role | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "Koyori | \n", "Nami | \n", "True | \n", "Side.blue | \n", "4 | \n", "2 | \n", "15 | \n", "9.500000 | \n", "4 | \n", "Exhaust | \n", "... | \n", "Frost Queen's Claim | \n", "Redemption | \n", "NaN | \n", "Sightstone | \n", "Boots of Mobility | \n", "NaN | \n", "7571 | \n", "4104 | \n", "Lane.bot_lane | \n", "Role.support | \n", "
1 | \n", "TNL Astatine | \n", "Jhin | \n", "True | \n", "Side.blue | \n", "9 | \n", "6 | \n", "8 | \n", "2.833333 | \n", "128 | \n", "Flash | \n", "... | \n", "Zeal | \n", "Essence Reaver | \n", "Kircheis Shard | \n", "Doran's Blade | \n", "NaN | \n", "Boots of Swiftness | \n", "1592 | \n", "89816 | \n", "Lane.bot_lane | \n", "Role.carry | \n", "
2 | \n", "Xelverak | \n", "Nasus | \n", "True | \n", "Side.blue | \n", "2 | \n", "3 | \n", "2 | \n", "1.333333 | \n", "155 | \n", "Teleport | \n", "... | \n", "Doran's Ring | \n", "Corrupting Potion | \n", "Zz'Rot Portal | \n", "Doran's Ring | \n", "Boots of Speed | \n", "Sheen | \n", "60591 | \n", "36817 | \n", "Lane.top_lane | \n", "Role.solo | \n", "
3 | \n", "LL Foil | \n", "Elise | \n", "True | \n", "Side.blue | \n", "9 | \n", "4 | \n", "8 | \n", "4.250000 | \n", "87 | \n", "Flash | \n", "... | \n", "Ionian Boots of Lucidity | \n", "Hunter's Potion | \n", "Control Ward | \n", "Enchantment: Runic Echoes | \n", "Rylai's Crystal Scepter | \n", "Hextech Protobelt-01 | \n", "64562 | \n", "24447 | \n", "Lane.jungle | \n", "Role.none | \n", "
4 | \n", "Butler Epsilon | \n", "Ryze | \n", "True | \n", "Side.blue | \n", "4 | \n", "5 | \n", "6 | \n", "2.000000 | \n", "168 | \n", "Flash | \n", "... | \n", "Archangel's Staff | \n", "NaN | \n", "The Dark Seal | \n", "NaN | \n", "Rod of Ages | \n", "Sorcerer's Shoes | \n", "105988 | \n", "9350 | \n", "Lane.mid_lane | \n", "Role.solo | \n", "
5 | \n", "holygoose | \n", "Ashe | \n", "False | \n", "Side.red | \n", "3 | \n", "10 | \n", "5 | \n", "0.800000 | \n", "19 | \n", "Ignite | \n", "... | \n", "Sightstone | \n", "Pickaxe | \n", "Ionian Boots of Lucidity | \n", "Rapid Firecannon | \n", "B. F. Sword | \n", "NaN | \n", "3156 | \n", "22902 | \n", "Lane.bot_lane | \n", "Role.support | \n", "
6 | \n", "Krypt | \n", "Jinx | \n", "False | \n", "Side.red | \n", "3 | \n", "6 | \n", "5 | \n", "1.333333 | \n", "142 | \n", "Flash | \n", "... | \n", "Brawler's Gloves | \n", "Infinity Edge | \n", "Runaan's Hurricane | \n", "Dagger | \n", "Doran's Blade | \n", "Berserker's Greaves | \n", "833 | \n", "78174 | \n", "Lane.bot_lane | \n", "Role.carry | \n", "
7 | \n", "Azhi Dahaki | \n", "Shyvana | \n", "False | \n", "Side.red | \n", "3 | \n", "6 | \n", "3 | \n", "1.000000 | \n", "97 | \n", "Smite | \n", "... | \n", "Enchantment: Bloodrazor | \n", "Refillable Potion | \n", "Titanic Hydra | \n", "Mercury's Treads | \n", "NaN | \n", "NaN | \n", "32708 | \n", "47144 | \n", "Lane.jungle | \n", "Role.none | \n", "
8 | \n", "Happy Birfdizzay | \n", "Twitch | \n", "False | \n", "Side.red | \n", "7 | \n", "3 | \n", "1 | \n", "2.666667 | \n", "178 | \n", "Flash | \n", "... | \n", "Long Sword | \n", "Runaan's Hurricane | \n", "B. F. Sword | \n", "Lord Dominik's Regards | \n", "Berserker's Greaves | \n", "Doran's Blade | \n", "0 | \n", "99027 | \n", "Lane.mid_lane | \n", "Role.solo | \n", "
9 | \n", "Lord Gomenator | \n", "Maokai | \n", "False | \n", "Side.red | \n", "4 | \n", "3 | \n", "5 | \n", "3.000000 | \n", "146 | \n", "Flash | \n", "... | \n", "Doran's Ring | \n", "Spirit Visage | \n", "Chain Vest | \n", "Doran's Ring | \n", "Mercury's Treads | \n", "Bami's Cinder | \n", "81784 | \n", "9724 | \n", "Lane.top_lane | \n", "Role.solo | \n", "
10 rows × 25 columns
\n", "\n", " | Blue Ban 1 | \n", "Blue Ban 2 | \n", "Blue Ban 3 | \n", "Red Ban 1 | \n", "Red Ban 2 | \n", "Red Ban 3 | \n", "
---|---|---|---|---|---|---|
Aatrox | \n", "77 | \n", "68 | \n", "95 | \n", "93 | \n", "93 | \n", "67 | \n", "
Ahri | \n", "5 | \n", "11 | \n", "6 | \n", "7 | \n", "5 | \n", "11 | \n", "
Akali | \n", "4 | \n", "7 | \n", "3 | \n", "3 | \n", "5 | \n", "4 | \n", "
Alistar | \n", "14 | \n", "21 | \n", "18 | \n", "22 | \n", "21 | \n", "24 | \n", "
Amumu | \n", "7 | \n", "14 | \n", "9 | \n", "9 | \n", "10 | \n", "9 | \n", "
Anivia | \n", "2 | \n", "2 | \n", "1 | \n", "3 | \n", "8 | \n", "5 | \n", "
Annie | \n", "11 | \n", "12 | \n", "10 | \n", "12 | \n", "12 | \n", "3 | \n", "
Ashe | \n", "1 | \n", "NaN | \n", "NaN | \n", "1 | \n", "NaN | \n", "1 | \n", "
Aurelion Sol | \n", "17 | \n", "14 | \n", "19 | \n", "9 | \n", "14 | \n", "19 | \n", "
Azir | \n", "1 | \n", "NaN | \n", "4 | \n", "4 | \n", "NaN | \n", "NaN | \n", "
Bard | \n", "1 | \n", "2 | \n", "2 | \n", "NaN | \n", "4 | \n", "1 | \n", "
Blitzcrank | \n", "12 | \n", "9 | \n", "9 | \n", "8 | \n", "11 | \n", "12 | \n", "
Brand | \n", "8 | \n", "10 | \n", "10 | \n", "8 | \n", "4 | \n", "10 | \n", "
Braum | \n", "2 | \n", "2 | \n", "3 | \n", "1 | \n", "2 | \n", "2 | \n", "
Caitlyn | \n", "24 | \n", "27 | \n", "32 | \n", "27 | \n", "33 | \n", "45 | \n", "
Cassiopeia | \n", "21 | \n", "27 | \n", "20 | \n", "19 | \n", "29 | \n", "33 | \n", "
Cho'Gath | \n", "1 | \n", "1 | \n", "1 | \n", "1 | \n", "NaN | \n", "2 | \n", "
Corki | \n", "1 | \n", "1 | \n", "2 | \n", "NaN | \n", "2 | \n", "1 | \n", "
Darius | \n", "17 | \n", "24 | \n", "22 | \n", "16 | \n", "27 | \n", "26 | \n", "
Diana | \n", "2 | \n", "2 | \n", "4 | \n", "1 | \n", "1 | \n", "1 | \n", "
Dr. Mundo | \n", "1 | \n", "NaN | \n", "1 | \n", "NaN | \n", "1 | \n", "NaN | \n", "
Draven | \n", "1 | \n", "5 | \n", "1 | \n", "3 | \n", "2 | \n", "4 | \n", "
Ekko | \n", "6 | \n", "5 | \n", "5 | \n", "5 | \n", "7 | \n", "9 | \n", "
Elise | \n", "10 | \n", "6 | \n", "9 | \n", "13 | \n", "6 | \n", "16 | \n", "
Evelynn | \n", "53 | \n", "73 | \n", "70 | \n", "70 | \n", "65 | \n", "74 | \n", "
Ezreal | \n", "2 | \n", "2 | \n", "2 | \n", "3 | \n", "3 | \n", "3 | \n", "
Fiddlesticks | \n", "1 | \n", "1 | \n", "NaN | \n", "NaN | \n", "3 | \n", "2 | \n", "
Fiora | \n", "8 | \n", "11 | \n", "16 | \n", "14 | \n", "6 | \n", "9 | \n", "
Fizz | \n", "35 | \n", "40 | \n", "49 | \n", "36 | \n", "35 | \n", "57 | \n", "
Galio | \n", "4 | \n", "4 | \n", "9 | \n", "3 | \n", "1 | \n", "2 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
Talon | \n", "43 | \n", "66 | \n", "74 | \n", "51 | \n", "51 | \n", "58 | \n", "
Taric | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1 | \n", "NaN | \n", "
Teemo | \n", "7 | \n", "3 | \n", "3 | \n", "6 | \n", "10 | \n", "9 | \n", "
Thresh | \n", "2 | \n", "4 | \n", "2 | \n", "2 | \n", "NaN | \n", "2 | \n", "
Tristana | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1 | \n", "NaN | \n", "
Trundle | \n", "1 | \n", "1 | \n", "1 | \n", "1 | \n", "1 | \n", "2 | \n", "
Tryndamere | \n", "3 | \n", "3 | \n", "1 | \n", "4 | \n", "6 | \n", "2 | \n", "
Twisted Fate | \n", "5 | \n", "6 | \n", "11 | \n", "6 | \n", "3 | \n", "7 | \n", "
Twitch | \n", "54 | \n", "50 | \n", "57 | \n", "39 | \n", "56 | \n", "64 | \n", "
Udyr | \n", "NaN | \n", "NaN | \n", "1 | \n", "2 | \n", "NaN | \n", "1 | \n", "
Urgot | \n", "1 | \n", "4 | \n", "2 | \n", "1 | \n", "1 | \n", "4 | \n", "
Varus | \n", "NaN | \n", "1 | \n", "NaN | \n", "1 | \n", "NaN | \n", "NaN | \n", "
Vayne | \n", "253 | \n", "302 | \n", "284 | \n", "275 | \n", "285 | \n", "297 | \n", "
Veigar | \n", "1 | \n", "1 | \n", "1 | \n", "1 | \n", "3 | \n", "5 | \n", "
Vel'Koz | \n", "1 | \n", "NaN | \n", "1 | \n", "1 | \n", "3 | \n", "1 | \n", "
Vi | \n", "43 | \n", "39 | \n", "58 | \n", "45 | \n", "44 | \n", "49 | \n", "
Viktor | \n", "6 | \n", "11 | \n", "20 | \n", "13 | \n", "12 | \n", "13 | \n", "
Vladimir | \n", "2 | \n", "2 | \n", "1 | \n", "2 | \n", "1 | \n", "1 | \n", "
Volibear | \n", "1 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "3 | \n", "1 | \n", "
Warwick | \n", "2 | \n", "NaN | \n", "1 | \n", "1 | \n", "3 | \n", "2 | \n", "
Wukong | \n", "2 | \n", "1 | \n", "NaN | \n", "1 | \n", "NaN | \n", "NaN | \n", "
Xerath | \n", "6 | \n", "7 | \n", "4 | \n", "6 | \n", "5 | \n", "3 | \n", "
Xin Zhao | \n", "1 | \n", "3 | \n", "1 | \n", "2 | \n", "NaN | \n", "NaN | \n", "
Yasuo | \n", "109 | \n", "104 | \n", "113 | \n", "124 | \n", "118 | \n", "109 | \n", "
Yorick | \n", "NaN | \n", "2 | \n", "1 | \n", "2 | \n", "2 | \n", "6 | \n", "
Zac | \n", "193 | \n", "243 | \n", "228 | \n", "182 | \n", "215 | \n", "182 | \n", "
Zed | \n", "12 | \n", "12 | \n", "29 | \n", "8 | \n", "13 | \n", "18 | \n", "
Ziggs | \n", "1 | \n", "1 | \n", "1 | \n", "1 | \n", "1 | \n", "1 | \n", "
Zilean | \n", "1 | \n", "3 | \n", "2 | \n", "1 | \n", "4 | \n", "1 | \n", "
Zyra | \n", "23 | \n", "30 | \n", "28 | \n", "14 | \n", "18 | \n", "20 | \n", "
133 rows × 6 columns
\n", "\n", " | \n", " | Player Name | \n", "Champion | \n", "Win | \n", "Side | \n", "Kills | \n", "Deaths | \n", "Assists | \n", "KDA | \n", "CS | \n", "SSpell 1 | \n", "... | \n", "Item1 | \n", "Item2 | \n", "Item3 | \n", "Item4 | \n", "Item5 | \n", "Item6 | \n", "Magic Dmg | \n", "Physical Dmg | \n", "Lane | \n", "Role | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
uuids | \n", "\n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " |
1bf087dc-24c8-4982-9c18-24f8b8a9809d | \n", "0 | \n", "Anonymity Missay | \n", "Twisted Fate | \n", "False | \n", "Side.blue | \n", "2 | \n", "11 | \n", "9 | \n", "1.000000 | \n", "135 | \n", "Flash | \n", "... | \n", "Doran's Ring | \n", "Abyssal Scepter | \n", "Refillable Potion | \n", "Ionian Boots of Lucidity | \n", "Lich Bane | \n", "Seeker's Armguard | \n", "89851 | \n", "13855 | \n", "Lane.mid_lane | \n", "Role.solo | \n", "
1 | \n", "Queen Cersei | \n", "Janna | \n", "False | \n", "Side.blue | \n", "1 | \n", "9 | \n", "14 | \n", "1.666667 | \n", "9 | \n", "Exhaust | \n", "... | \n", "Boots of Speed | \n", "Sightstone | \n", "Nomad's Medallion | \n", "Total Biscuit of Rejuvenation | \n", "Locket of the Iron Solari | \n", "Redemption | \n", "5938 | \n", "4799 | \n", "Lane.bot_lane | \n", "Role.support | \n", "|
2 | \n", "Tyrion with xBow | \n", "Vayne | \n", "False | \n", "Side.blue | \n", "8 | \n", "12 | \n", "4 | \n", "1.000000 | \n", "131 | \n", "Heal | \n", "... | \n", "Doran's Blade | \n", "Berserker's Greaves | \n", "Infinity Edge | \n", "Statikk Shiv | \n", "Hexdrinker | \n", "Dagger | \n", "14328 | \n", "67261 | \n", "Lane.bot_lane | \n", "Role.carry | \n", "|
3 | \n", "KOKOA | \n", "Gragas | \n", "False | \n", "Side.blue | \n", "2 | \n", "8 | \n", "8 | \n", "1.250000 | \n", "97 | \n", "Smite | \n", "... | \n", "Giant's Belt | \n", "Refillable Potion | \n", "The Dark Seal | \n", "Spirit Visage | \n", "Enchantment: Cinderhulk | \n", "Ninja Tabi | \n", "70099 | \n", "18811 | \n", "Lane.jungle | \n", "Role.none | \n", "|
4 | \n", "UseIess Riven | \n", "Riven | \n", "False | \n", "Side.blue | \n", "10 | \n", "10 | \n", "5 | \n", "1.500000 | \n", "212 | \n", "Teleport | \n", "... | \n", "Edge of Night | \n", "Ravenous Hydra | \n", "B. F. Sword | \n", "Ionian Boots of Lucidity | \n", "The Black Cleaver | \n", "Long Sword | \n", "3687 | \n", "146519 | \n", "Lane.top_lane | \n", "Role.solo | \n", "|
5 | \n", "9point5mechanics | \n", "LeBlanc | \n", "True | \n", "Side.red | \n", "19 | \n", "5 | \n", "10 | \n", "5.800000 | \n", "192 | \n", "Teleport | \n", "... | \n", "Rabadon's Deathcap | \n", "Void Staff | \n", "Rylai's Crystal Scepter | \n", "Doran's Ring | \n", "Morellonomicon | \n", "Sorcerer's Shoes | \n", "122594 | \n", "13799 | \n", "Lane.mid_lane | \n", "Role.solo | \n", "|
6 | \n", "We Win Late Game | \n", "Tahm Kench | \n", "True | \n", "Side.red | \n", "7 | \n", "6 | \n", "25 | \n", "5.333333 | \n", "27 | \n", "Flash | \n", "... | \n", "Locket of the Iron Solari | \n", "Redemption | \n", "Knight's Vow | \n", "Boots of Swiftness | \n", "Eye of the Equinox | \n", "NaN | \n", "12918 | \n", "7586 | \n", "Lane.bot_lane | \n", "Role.support | \n", "|
7 | \n", "keine Hosen | \n", "Jhin | \n", "True | \n", "Side.red | \n", "8 | \n", "4 | \n", "20 | \n", "7.000000 | \n", "167 | \n", "Flash | \n", "... | \n", "Doran's Blade | \n", "Infinity Edge | \n", "Boots of Swiftness | \n", "Essence Reaver | \n", "Rapid Firecannon | \n", "Pickaxe | \n", "13014 | \n", "122676 | \n", "Lane.bot_lane | \n", "Role.carry | \n", "|
8 | \n", "LADYBABY | \n", "Malphite | \n", "True | \n", "Side.red | \n", "7 | \n", "6 | \n", "25 | \n", "5.333333 | \n", "170 | \n", "Teleport | \n", "... | \n", "Fiendish Codex | \n", "Iceborn Gauntlet | \n", "Dead Man's Plate | \n", "Sunfire Cape | \n", "Mejai's Soulstealer | \n", "Ninja Tabi | \n", "84411 | \n", "50471 | \n", "Lane.top_lane | \n", "Role.solo | \n", "|
9 | \n", "Zorki | \n", "Lee Sin | \n", "True | \n", "Side.red | \n", "9 | \n", "2 | \n", "24 | \n", "16.500000 | \n", "91 | \n", "Smite | \n", "... | \n", "Titanic Hydra | \n", "Randuin's Omen | \n", "Mercury's Treads | \n", "Enchantment: Warrior | \n", "B. F. Sword | \n", "NaN | \n", "17171 | \n", "89788 | \n", "Lane.jungle | \n", "Role.none | \n", "|
cbd4a102-e9bd-4db8-a723-9c1f8804e34b | \n", "0 | \n", "CUTE TOXIC MID | \n", "Sion | \n", "True | \n", "Side.blue | \n", "3 | \n", "7 | \n", "20 | \n", "3.285714 | \n", "49 | \n", "Flash | \n", "... | \n", "Redemption | \n", "Locket of the Iron Solari | \n", "Face of the Mountain | \n", "Ruby Sightstone | \n", "Mercury's Treads | \n", "Crystalline Bracer | \n", "22127 | \n", "22709 | \n", "Lane.bot_lane | \n", "Role.support | \n", "
1 | \n", "Savâgekit | \n", "Anivia | \n", "True | \n", "Side.blue | \n", "5 | \n", "2 | \n", "9 | \n", "7.000000 | \n", "314 | \n", "Flash | \n", "... | \n", "Morellonomicon | \n", "Seraph's Embrace | \n", "Void Staff | \n", "Sorcerer's Shoes | \n", "Liandry's Torment | \n", "Control Ward | \n", "227309 | \n", "11646 | \n", "Lane.mid_lane | \n", "Role.solo | \n", "|
2 | \n", "edbickham | \n", "Jayce | \n", "True | \n", "Side.blue | \n", "8 | \n", "3 | \n", "10 | \n", "6.000000 | \n", "253 | \n", "Teleport | \n", "... | \n", "Youmuu's Ghostblade | \n", "The Black Cleaver | \n", "Maw of Malmortius | \n", "Doran's Blade | \n", "Frozen Mallet | \n", "Ninja Tabi | \n", "21876 | \n", "197258 | \n", "Lane.top_lane | \n", "Role.solo | \n", "|
3 | \n", "Nickymosh | \n", "Vi | \n", "True | \n", "Side.blue | \n", "10 | \n", "5 | \n", "7 | \n", "3.400000 | \n", "206 | \n", "Flash | \n", "... | \n", "Enchantment: Warrior | \n", "Dead Man's Plate | \n", "Sterak's Gage | \n", "Mercury's Treads | \n", "Trinity Force | \n", "Chain Vest | \n", "1351 | \n", "198343 | \n", "Lane.jungle | \n", "Role.none | \n", "|
4 | \n", "Kiqko | \n", "Ezreal | \n", "True | \n", "Side.blue | \n", "8 | \n", "6 | \n", "13 | \n", "3.500000 | \n", "245 | \n", "Heal | \n", "... | \n", "Lord Dominik's Regards | \n", "Blade of the Ruined King | \n", "Iceborn Gauntlet | \n", "Muramana | \n", "Ionian Boots of Lucidity | \n", "Negatron Cloak | \n", "30518 | \n", "162987 | \n", "Lane.bot_lane | \n", "Role.carry | \n", "|
5 | \n", "Fledge | \n", "Viktor | \n", "False | \n", "Side.red | \n", "5 | \n", "7 | \n", "6 | \n", "1.571429 | \n", "224 | \n", "Ghost | \n", "... | \n", "Perfect Hex Core | \n", "Fiendish Codex | \n", "Morellonomicon | \n", "Rylai's Crystal Scepter | \n", "Seeker's Armguard | \n", "Ionian Boots of Lucidity | \n", "145783 | \n", "11676 | \n", "Lane.mid_lane | \n", "Role.solo | \n", "|
6 | \n", "Sud83 | \n", "Kha'Zix | \n", "False | \n", "Side.red | \n", "13 | \n", "4 | \n", "5 | \n", "4.500000 | \n", "254 | \n", "Smite | \n", "... | \n", "Maw of Malmortius | \n", "Youmuu's Ghostblade | \n", "Ravenous Hydra | \n", "Mercury's Treads | \n", "Enchantment: Warrior | \n", "Lord Dominik's Regards | \n", "8245 | \n", "256930 | \n", "Lane.jungle | \n", "Role.none | \n", "|
7 | \n", "Welshy JR | \n", "Blitzcrank | \n", "False | \n", "Side.red | \n", "0 | \n", "9 | \n", "12 | \n", "1.333333 | \n", "58 | \n", "Ignite | \n", "... | \n", "Eye of the Oasis | \n", "Glacial Shroud | \n", "Zz'Rot Portal | \n", "Boots of Mobility | \n", "Spirit Visage | \n", "NaN | \n", "16637 | \n", "6311 | \n", "Lane.bot_lane | \n", "Role.support | \n", "|
8 | \n", "TrustInMyCards | \n", "Yorick | \n", "False | \n", "Side.red | \n", "2 | \n", "8 | \n", "7 | \n", "1.125000 | \n", "284 | \n", "Teleport | \n", "... | \n", "Randuin's Omen | \n", "Guardian Angel | \n", "Mercury's Treads | \n", "Dead Man's Plate | \n", "Trinity Force | \n", "NaN | \n", "26858 | \n", "161079 | \n", "Lane.top_lane | \n", "Role.solo | \n", "|
9 | \n", "JoeJacko | \n", "Caitlyn | \n", "False | \n", "Side.red | \n", "3 | \n", "7 | \n", "9 | \n", "1.714286 | \n", "253 | \n", "Heal | \n", "... | \n", "Doran's Blade | \n", "Runaan's Hurricane | \n", "Infinity Edge | \n", "Berserker's Greaves | \n", "Rapid Firecannon | \n", "Lord Dominik's Regards | \n", "2557 | \n", "187692 | \n", "Lane.bot_lane | \n", "Role.carry | \n", "|
db872e16-43f1-4a69-ad2b-fbabbce7d35e | \n", "0 | \n", "Emilia Is Love | \n", "Ezreal | \n", "False | \n", "Side.blue | \n", "2 | \n", "7 | \n", "1 | \n", "0.428571 | \n", "133 | \n", "Flash | \n", "... | \n", "Boots of Speed | \n", "Control Ward | \n", "Total Biscuit of Rejuvenation | \n", "Trinity Force | \n", "Doran's Blade | \n", "Tear of the Goddess | \n", "6056 | \n", "57131 | \n", "Lane.bot_lane | \n", "Role.carry | \n", "
1 | \n", "retarded virgin | \n", "Graves | \n", "False | \n", "Side.blue | \n", "2 | \n", "9 | \n", "2 | \n", "0.444444 | \n", "68 | \n", "Flash | \n", "... | \n", "Enchantment: Warrior | \n", "Refillable Potion | \n", "Berserker's Greaves | \n", "Caulfield's Warhammer | \n", "Long Sword | \n", "NaN | \n", "2375 | \n", "59815 | \n", "Lane.jungle | \n", "Role.none | \n", "|
2 | \n", "Koby | \n", "Nasus | \n", "False | \n", "Side.blue | \n", "1 | \n", "1 | \n", "3 | \n", "4.000000 | \n", "169 | \n", "Flash | \n", "... | \n", "Doran's Ring | \n", "Corrupting Potion | \n", "Zz'Rot Portal | \n", "Doran's Ring | \n", "Ninja Tabi | \n", "NaN | \n", "54649 | \n", "15413 | \n", "Lane.top_lane | \n", "Role.solo | \n", "|
3 | \n", "Shrew | \n", "Karma | \n", "False | \n", "Side.blue | \n", "0 | \n", "6 | \n", "3 | \n", "0.500000 | \n", "23 | \n", "Flash | \n", "... | \n", "Eye of the Watchers | \n", "Forbidden Idol | \n", "Ionian Boots of Lucidity | \n", "NaN | \n", "NaN | \n", "NaN | \n", "14041 | \n", "3751 | \n", "Lane.bot_lane | \n", "Role.support | \n", "|
4 | \n", "Rip Cig | \n", "Vel'Koz | \n", "False | \n", "Side.blue | \n", "3 | \n", "5 | \n", "0 | \n", "0.600000 | \n", "137 | \n", "Flash | \n", "... | \n", "Doran's Ring | \n", "Morellonomicon | \n", "Ionian Boots of Lucidity | \n", "Haunting Guise | \n", "NaN | \n", "NaN | \n", "53490 | \n", "6114 | \n", "Lane.mid_lane | \n", "Role.solo | \n", "|
5 | \n", "Feitan | \n", "Lee Sin | \n", "True | \n", "Side.red | \n", "7 | \n", "1 | \n", "7 | \n", "14.000000 | \n", "95 | \n", "Smite | \n", "... | \n", "Mercury's Treads | \n", "Refillable Potion | \n", "Youmuu's Ghostblade | \n", "Enchantment: Warrior | \n", "Giant's Belt | \n", "Chain Vest | \n", "13556 | \n", "84407 | \n", "Lane.jungle | \n", "Role.none | \n", "|
6 | \n", "FIoopie | \n", "Caitlyn | \n", "True | \n", "Side.red | \n", "10 | \n", "1 | \n", "5 | \n", "15.000000 | \n", "188 | \n", "Flash | \n", "... | \n", "Doran's Blade | \n", "NaN | \n", "Infinity Edge | \n", "Rapid Firecannon | \n", "Berserker's Greaves | \n", "Runaan's Hurricane | \n", "304 | \n", "104937 | \n", "Lane.bot_lane | \n", "Role.carry | \n", "|
7 | \n", "TRAVYPOOO | \n", "Xin Zhao | \n", "True | \n", "Side.red | \n", "2 | \n", "3 | \n", "1 | \n", "1.000000 | \n", "187 | \n", "Flash | \n", "... | \n", "Corrupting Potion | \n", "Trinity Force | \n", "Mercury's Treads | \n", "Vampiric Scepter | \n", "NaN | \n", "Tiamat | \n", "3761 | \n", "87805 | \n", "Lane.top_lane | \n", "Role.solo | \n", "|
8 | \n", "MongolWarrior | \n", "Corki | \n", "True | \n", "Side.red | \n", "7 | \n", "1 | \n", "7 | \n", "14.000000 | \n", "152 | \n", "Exhaust | \n", "... | \n", "Doran's Blade | \n", "Hextech Gunblade | \n", "Trinity Force | \n", "Sorcerer's Shoes | \n", "NaN | \n", "NaN | \n", "59926 | \n", "21894 | \n", "Lane.mid_lane | \n", "Role.solo | \n", "|
9 | \n", "zz cicero | \n", "Poppy | \n", "True | \n", "Side.red | \n", "2 | \n", "2 | \n", "13 | \n", "7.500000 | \n", "41 | \n", "Ignite | \n", "... | \n", "Dead Man's Plate | \n", "Eye of the Equinox | \n", "Cloth Armor | \n", "Boots of Mobility | \n", "NaN | \n", "NaN | \n", "1352 | \n", "20405 | \n", "Lane.bot_lane | \n", "Role.support | \n", "|
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
5fa307d3-30b8-40e5-bcd6-80013952e244 | \n", "0 | \n", "C9 Waygzh | \n", "Nunu | \n", "True | \n", "Side.blue | \n", "1 | \n", "4 | \n", "4 | \n", "1.250000 | \n", "96 | \n", "Flash | \n", "... | \n", "Mercury's Treads | \n", "Refillable Potion | \n", "Enchantment: Cinderhulk | \n", "Crystalline Bracer | \n", "Crystalline Bracer | \n", "Cloth Armor | \n", "19823 | \n", "28903 | \n", "Lane.jungle | \n", "Role.none | \n", "
1 | \n", "Dexima | \n", "Poppy | \n", "True | \n", "Side.blue | \n", "1 | \n", "2 | \n", "3 | \n", "2.000000 | \n", "142 | \n", "Flash | \n", "... | \n", "Spirit Visage | \n", "Corrupting Potion | \n", "Control Ward | \n", "Bami's Cinder | \n", "Mercury's Treads | \n", "Chain Vest | \n", "3206 | \n", "55190 | \n", "Lane.top_lane | \n", "Role.solo | \n", "|
2 | \n", "Cat Person | \n", "Janna | \n", "True | \n", "Side.blue | \n", "1 | \n", "3 | \n", "11 | \n", "4.000000 | \n", "8 | \n", "Flash | \n", "... | \n", "Control Ward | \n", "Sightstone | \n", "Locket of the Iron Solari | \n", "Spellthief's Edge | \n", "Crystalline Bracer | \n", "Mercury's Treads | \n", "1489 | \n", "3691 | \n", "Lane.bot_lane | \n", "Role.support | \n", "|
3 | \n", "Falco Mechanic | \n", "Vayne | \n", "True | \n", "Side.blue | \n", "13 | \n", "5 | \n", "1 | \n", "2.800000 | \n", "167 | \n", "Exhaust | \n", "... | \n", "Doran's Blade | \n", "Infinity Edge | \n", "Berserker's Greaves | \n", "Phantom Dancer | \n", "NaN | \n", "NaN | \n", "0 | \n", "106491 | \n", "Lane.bot_lane | \n", "Role.carry | \n", "|
4 | \n", "MindCalm | \n", "Cassiopeia | \n", "True | \n", "Side.blue | \n", "2 | \n", "2 | \n", "1 | \n", "1.500000 | \n", "178 | \n", "Flash | \n", "... | \n", "Refillable Potion | \n", "Archangel's Staff | \n", "Rylai's Crystal Scepter | \n", "NaN | \n", "Doran's Ring | \n", "NaN | \n", "63034 | \n", "12017 | \n", "Lane.mid_lane | \n", "Role.solo | \n", "|
5 | \n", "TaeYeonT | \n", "Ezreal | \n", "False | \n", "Side.red | \n", "1 | \n", "4 | \n", "5 | \n", "1.500000 | \n", "133 | \n", "Heal | \n", "... | \n", "Doran's Blade | \n", "Boots of Speed | \n", "Manamune | \n", "Iceborn Gauntlet | \n", "NaN | \n", "Dagger | \n", "9289 | \n", "56555 | \n", "Lane.bot_lane | \n", "Role.carry | \n", "|
6 | \n", "HanzoSanada | \n", "Maokai | \n", "False | \n", "Side.red | \n", "2 | \n", "1 | \n", "2 | \n", "4.000000 | \n", "145 | \n", "Teleport | \n", "... | \n", "Doran's Ring | \n", "Doran's Ring | \n", "Sunfire Cape | \n", "Mercury's Treads | \n", "Rejuvenation Bead | \n", "Giant's Belt | \n", "63955 | \n", "11029 | \n", "Lane.top_lane | \n", "Role.solo | \n", "|
7 | \n", "IIlIllIIlllIII | \n", "Morgana | \n", "False | \n", "Side.red | \n", "1 | \n", "3 | \n", "6 | \n", "2.333333 | \n", "20 | \n", "Flash | \n", "... | \n", "Frost Queen's Claim | \n", "Sightstone | \n", "Control Ward | \n", "Boots of Mobility | \n", "Crystalline Bracer | \n", "Faerie Charm | \n", "5013 | \n", "5044 | \n", "Lane.bot_lane | \n", "Role.support | \n", "|
8 | \n", "always4u | \n", "Ahri | \n", "False | \n", "Side.red | \n", "7 | \n", "4 | \n", "4 | \n", "2.750000 | \n", "160 | \n", "Flash | \n", "... | \n", "Needlessly Large Rod | \n", "Doran's Ring | \n", "Sorcerer's Shoes | \n", "Morellonomicon | \n", "Rylai's Crystal Scepter | \n", "Amplifying Tome | \n", "50741 | \n", "16247 | \n", "Lane.mid_lane | \n", "Role.solo | \n", "|
9 | \n", "HvK LiquidDiego | \n", "Lee Sin | \n", "False | \n", "Side.red | \n", "5 | \n", "6 | \n", "6 | \n", "1.833333 | \n", "67 | \n", "Flash | \n", "... | \n", "Control Ward | \n", "Youmuu's Ghostblade | \n", "Enchantment: Warrior | \n", "Ruby Crystal | \n", "Ninja Tabi | \n", "Refillable Potion | \n", "11068 | \n", "64680 | \n", "Lane.jungle | \n", "Role.none | \n", "|
61bdd566-3049-48ad-be06-287f9adba3ca | \n", "0 | \n", "BestFriendDavis | \n", "Lux | \n", "False | \n", "Side.blue | \n", "3 | \n", "7 | \n", "2 | \n", "0.714286 | \n", "213 | \n", "Flash | \n", "... | \n", "Needlessly Large Rod | \n", "Fiendish Codex | \n", "Doran's Ring | \n", "Luden's Echo | \n", "Morellonomicon | \n", "Sorcerer's Shoes | \n", "137496 | \n", "19803 | \n", "Lane.mid_lane | \n", "Role.solo | \n", "
1 | \n", "King slayerdan | \n", "Sejuani | \n", "False | \n", "Side.blue | \n", "4 | \n", "7 | \n", "2 | \n", "0.857143 | \n", "127 | \n", "Flash | \n", "... | \n", "Enchantment: Cinderhulk | \n", "Ninja Tabi | \n", "Dead Man's Plate | \n", "Banshee's Veil | \n", "Cloth Armor | \n", "Cloth Armor | \n", "84738 | \n", "26744 | \n", "Lane.jungle | \n", "Role.none | \n", "|
2 | \n", "LIG Forgiven | \n", "Twitch | \n", "False | \n", "Side.blue | \n", "3 | \n", "6 | \n", "2 | \n", "0.833333 | \n", "253 | \n", "Flash | \n", "... | \n", "Doran's Blade | \n", "Runaan's Hurricane | \n", "Berserker's Greaves | \n", "Infinity Edge | \n", "Phantom Dancer | \n", "Long Sword | \n", "0 | \n", "164752 | \n", "Lane.bot_lane | \n", "Role.carry | \n", "|
3 | \n", "zBalrog | \n", "Bard | \n", "False | \n", "Side.blue | \n", "0 | \n", "5 | \n", "3 | \n", "0.600000 | \n", "8 | \n", "Exhaust | \n", "... | \n", "Frost Queen's Claim | \n", "Locket of the Iron Solari | \n", "Sightstone | \n", "Boots of Swiftness | \n", "Ruby Crystal | \n", "NaN | \n", "20486 | \n", "4803 | \n", "Lane.bot_lane | \n", "Role.support | \n", "|
4 | \n", "WatchThePower | \n", "Riven | \n", "False | \n", "Side.blue | \n", "3 | \n", "4 | \n", "1 | \n", "1.000000 | \n", "291 | \n", "Flash | \n", "... | \n", "The Black Cleaver | \n", "Ravenous Hydra | \n", "Mercurial Scimitar | \n", "Ionian Boots of Lucidity | \n", "Last Whisper | \n", "NaN | \n", "0 | \n", "190191 | \n", "Lane.top_lane | \n", "Role.solo | \n", "|
5 | \n", "c0uchwarrior | \n", "Graves | \n", "True | \n", "Side.red | \n", "4 | \n", "4 | \n", "16 | \n", "5.000000 | \n", "183 | \n", "Smite | \n", "... | \n", "Enchantment: Warrior | \n", "The Black Cleaver | \n", "Control Ward | \n", "Phantom Dancer | \n", "Berserker's Greaves | \n", "Maw of Malmortius | \n", "4783 | \n", "201658 | \n", "Lane.jungle | \n", "Role.none | \n", "|
6 | \n", "Alan Senpai | \n", "Taric | \n", "True | \n", "Side.red | \n", "2 | \n", "1 | \n", "22 | \n", "24.000000 | \n", "58 | \n", "Flash | \n", "... | \n", "Sightstone | \n", "Face of the Mountain | \n", "Locket of the Iron Solari | \n", "Knight's Vow | \n", "Boots of Swiftness | \n", "Glacial Shroud | \n", "17307 | \n", "16165 | \n", "Lane.bot_lane | \n", "Role.support | \n", "|
7 | \n", "NVe Enzo | \n", "Zilean | \n", "True | \n", "Side.red | \n", "7 | \n", "2 | \n", "13 | \n", "10.000000 | \n", "184 | \n", "Ghost | \n", "... | \n", "Morellonomicon | \n", "Zhonya's Hourglass | \n", "Blasting Wand | \n", "Sorcerer's Shoes | \n", "Rod of Ages | \n", "Needlessly Large Rod | \n", "129032 | \n", "14495 | \n", "Lane.jungle | \n", "Role.none | \n", "|
8 | \n", "Jhin To Nguyen | \n", "Gangplank | \n", "True | \n", "Side.red | \n", "4 | \n", "6 | \n", "11 | \n", "2.500000 | \n", "301 | \n", "Flash | \n", "... | \n", "Phantom Dancer | \n", "Trinity Force | \n", "Last Whisper | \n", "Infinity Edge | \n", "Ionian Boots of Lucidity | \n", "Statikk Shiv | \n", "18208 | \n", "250786 | \n", "Lane.top_lane | \n", "Role.solo | \n", "|
9 | \n", "Jordanian Sniper | \n", "Jhin | \n", "True | \n", "Side.red | \n", "12 | \n", "1 | \n", "8 | \n", "20.000000 | \n", "220 | \n", "Flash | \n", "... | \n", "Youmuu's Ghostblade | \n", "Duskblade of Draktharr | \n", "Rapid Firecannon | \n", "Infinity Edge | \n", "Boots of Swiftness | \n", "Doran's Blade | \n", "13579 | \n", "153958 | \n", "Lane.bot_lane | \n", "Role.carry | \n", "|
fd8bfa34-541d-47ba-beaf-013fc79bf5d5 | \n", "0 | \n", "Yuán G | \n", "Vayne | \n", "True | \n", "Side.blue | \n", "13 | \n", "5 | \n", "7 | \n", "4.000000 | \n", "380 | \n", "Heal | \n", "... | \n", "The Bloodthirster | \n", "Infinity Edge | \n", "Statikk Shiv | \n", "Phantom Dancer | \n", "Guardian Angel | \n", "Berserker's Greaves | \n", "97158 | \n", "233302 | \n", "Lane.bot_lane | \n", "Role.carry | \n", "
1 | \n", "Cytosine | \n", "Maokai | \n", "True | \n", "Side.blue | \n", "12 | \n", "6 | \n", "16 | \n", "4.666667 | \n", "247 | \n", "Teleport | \n", "... | \n", "Righteous Glory | \n", "Spirit Visage | \n", "Thornmail | \n", "Zz'Rot Portal | \n", "Ninja Tabi | \n", "Sunfire Cape | \n", "175045 | \n", "26142 | \n", "Lane.top_lane | \n", "Role.solo | \n", "|
2 | \n", "skcepsxmB | \n", "Olaf | \n", "True | \n", "Side.blue | \n", "11 | \n", "9 | \n", "13 | \n", "2.666667 | \n", "200 | \n", "Ghost | \n", "... | \n", "Enchantment: Cinderhulk | \n", "Guardian Angel | \n", "Randuin's Omen | \n", "Ionian Boots of Lucidity | \n", "Spectre's Cowl | \n", "Dead Man's Plate | \n", "34512 | \n", "152288 | \n", "Lane.jungle | \n", "Role.none | \n", "|
3 | \n", "Hakuho | \n", "Lulu | \n", "True | \n", "Side.blue | \n", "4 | \n", "6 | \n", "28 | \n", "5.333333 | \n", "22 | \n", "Ignite | \n", "... | \n", "Eye of the Watchers | \n", "Redemption | \n", "Needlessly Large Rod | \n", "Ionian Boots of Lucidity | \n", "Ardent Censer | \n", "Blasting Wand | \n", "25459 | \n", "6846 | \n", "Lane.bot_lane | \n", "Role.support | \n", "|
4 | \n", "Swifte | \n", "Karma | \n", "True | \n", "Side.blue | \n", "4 | \n", "1 | \n", "23 | \n", "27.000000 | \n", "206 | \n", "Flash | \n", "... | \n", "Rabadon's Deathcap | \n", "Ardent Censer | \n", "Void Staff | \n", "Athene's Unholy Grail | \n", "Crystalline Bracer | \n", "Ionian Boots of Lucidity | \n", "147642 | \n", "23745 | \n", "Lane.mid_lane | \n", "Role.solo | \n", "|
5 | \n", "Budded | \n", "Vel'Koz | \n", "False | \n", "Side.red | \n", "6 | \n", "7 | \n", "6 | \n", "1.714286 | \n", "284 | \n", "Ghost | \n", "... | \n", "Morellonomicon | \n", "Rabadon's Deathcap | \n", "Blasting Wand | \n", "Liandry's Torment | \n", "Sorcerer's Shoes | \n", "Luden's Echo | \n", "172647 | \n", "11723 | \n", "Lane.mid_lane | \n", "Role.solo | \n", "|
6 | \n", "Pamelä | \n", "Graves | \n", "False | \n", "Side.red | \n", "10 | \n", "11 | \n", "8 | \n", "1.636364 | \n", "211 | \n", "Flash | \n", "... | \n", "Berserker's Greaves | \n", "Enchantment: Warrior | \n", "The Black Cleaver | \n", "Phantom Dancer | \n", "Mortal Reminder | \n", "The Bloodthirster | \n", "8370 | \n", "238854 | \n", "Lane.jungle | \n", "Role.none | \n", "|
7 | \n", "AsianSGpøtatø | \n", "Caitlyn | \n", "False | \n", "Side.red | \n", "5 | \n", "8 | \n", "10 | \n", "1.875000 | \n", "370 | \n", "Flash | \n", "... | \n", "Berserker's Greaves | \n", "Mercurial Scimitar | \n", "Infinity Edge | \n", "Rapid Firecannon | \n", "Runaan's Hurricane | \n", "Mortal Reminder | \n", "4166 | \n", "333944 | \n", "Lane.bot_lane | \n", "Role.carry | \n", "|
8 | \n", "Bwas | \n", "Jayce | \n", "False | \n", "Side.red | \n", "4 | \n", "15 | \n", "7 | \n", "0.733333 | \n", "280 | \n", "Flash | \n", "... | \n", "Muramana | \n", "B. F. Sword | \n", "Mercury's Treads | \n", "Enchantment: Warrior | \n", "The Black Cleaver | \n", "Lord Dominik's Regards | \n", "29569 | \n", "181049 | \n", "Lane.top_lane | \n", "Role.solo | \n", "|
9 | \n", "Aecinira | \n", "Janna | \n", "False | \n", "Side.red | \n", "2 | \n", "3 | \n", "17 | \n", "6.333333 | \n", "11 | \n", "Flash | \n", "... | \n", "Talisman of Ascension | \n", "Locket of the Iron Solari | \n", "Redemption | \n", "Ruby Sightstone | \n", "Chalice of Harmony | \n", "Ionian Boots of Lucidity | \n", "5285 | \n", "4083 | \n", "Lane.bot_lane | \n", "Role.support | \n", "
52288 rows × 25 columns
\n", "