kermitting soon

util/Meta_scrapper.py

@@ -62,7 +62,7 @@ def setup_driver():
     if 'HF_SPACE' in os.environ:
         # Hugging Face Space is detected, handle accordingly (example for versioning)
         print("Running on Hugging Face Space.")
-        chromedriver_path = ChromeDriverManager(version="131.0.6778.264").install()
+        chromedriver_path = ChromeDriverManager().install()
     else:
         # Local environment setup
         print("Running locally.")
@@ -150,6 +150,8 @@ def get_champion_table_data(driver, url, role):
 def get_meta_stats():
     """Main function to scrape champion data with improved error handling and logging"""
     driver = None
+
+    print("================== inside get_meta_stats ========================\n")
     
     try:
         driver = setup_driver()

util/Player_scrapper.py

@@ -33,7 +33,7 @@ def setup_driver():
     if 'HF_SPACE' in os.environ:
         # Hugging Face Space is detected, handle accordingly (example for versioning)
         print("Running on Hugging Face Space.")
-        chromedriver_path = ChromeDriverManager(version="131.0.6778.264").install()
+        chromedriver_path = ChromeDriverManager().install()
     else:
         # Local environment setup
         print("Running locally.")
@@ -46,7 +46,6 @@ def setup_driver():
     driver = webdriver.Chrome(service=service, options=options)
     
     return driver
-    return webdriver.Chrome(service=Service(ChromeDriverManager().install()), options=options)
 
 def wait_and_find_element(driver, selector, timeout=20, description="element"):
     """Utility function for waiting and finding elements"""

util/Recent_match_scrapper.py

@@ -28,7 +28,7 @@ def setup_driver():
     if 'HF_SPACE' in os.environ:
         # Hugging Face Space is detected, handle accordingly (example for versioning)
         print("Running on Hugging Face Space.")
-        chromedriver_path = ChromeDriverManager(version="131.0.6778.264").install()
+        chromedriver_path = ChromeDriverManager().install()
     else:
         # Local environment setup
         print("Running locally.")
@@ -42,8 +42,6 @@ def setup_driver():
     
     return driver
 
-    return webdriver.Chrome(service=Service(ChromeDriverManager().install()), options=options)
-
 def get_tooltip_date(driver, element):
     try:
         driver.execute_script("""
@@ -242,6 +240,9 @@ def get_matches_stats(region, username, max_retries=2):
     """
     Get match stats for a single player with retry mechanism
     """
+
+    print("=========================== inside get_matches_stats ===========================\n")
+
     if not region or not username:
         raise ValueError("Both 'region' and 'username' must be provided")
 

util/Weekly_meta_scrapper.py

@@ -7,6 +7,7 @@ from webdriver_manager.chrome import ChromeDriverManager
 from selenium.webdriver.common.by import By
 from selenium.webdriver.support.ui import WebDriverWait
 from selenium.webdriver.support import expected_conditions as EC
+from webdriver_manager.core.os_manager import ChromeType
 from helper import convert_percentage_to_decimal
 
 def setup_driver():
@@ -29,11 +30,11 @@ def setup_driver():
     if 'HF_SPACE' in os.environ:
         # Hugging Face Space is detected, handle accordingly (example for versioning)
         print("Running on Hugging Face Space.")
-        chromedriver_path = ChromeDriverManager(version="131.0.6778.264").install()
+        chromedriver_path = ChromeDriverManager().install()
     else:
         # Local environment setup
         print("Running locally.")
-        chromedriver_path = ChromeDriverManager().install()
+        chromedriver_path = ChromeDriverManager(chrome_type=ChromeType.CHROMIUM).install()
 
     # Create the Service object using the installed chromedriver
     service = Service(executable_path=chromedriver_path)
@@ -42,11 +43,10 @@ def setup_driver():
     driver = webdriver.Chrome(service=service, options=chrome_options)
     
     return driver
-    
-    service = Service(ChromeDriverManager().install())
-    return webdriver.Chrome(service=service, options=chrome_options)
 
 def get_weekly_meta():
+
+    print("======================== IN get_weekly_meta() ===============================\n")
     BASE_URL = "https://www.op.gg/statistics/champions?tier=challenger&period=week&mode=ranked"
     driver = setup_driver()
     

util/app.py

@@ -4,13 +4,6 @@ import xgboost as xgb
 from huggingface_hub import hf_hub_download
 from app_training_df_getter import create_app_user_training_df
 
-from webdriver_manager.chrome import ChromeDriverManager
-
-# Specify the desired version (for example, Chromium version 131)
-chrome_path = webdriver.Chrome(ChromeDriverManager(version="131.0.6778.264").install())
-
-
-
 
 # Define champion list for dropdowns
 CHAMPIONS = [

util/app_training_df_getter.py

@@ -435,7 +435,7 @@ def get_meta_stats():
 def create_app_user_training_df(url):
     try:
         #meta_stats = get_meta_stats() 
-        #weekly_meta_stats = get_weekly_meta()
+        weekly_meta_stats = get_weekly_meta()
 
         # Input validation
         if not url or not isinstance(url, str):

util/data/feature_eng_stats.csv

@@ -15,7 +15,7 @@ Agurin-EUW,euw,"Thu, Jan 9, 2025 6:10 PM",Wukong,10,red,0,16.35,5,5,0,1.0,0.83,0
 Agurin-EUW,euw,"Thu, Jan 9, 2025 5:48 PM",Wukong,18,red,1,36.83,8,9,11,2.11,0.5,0.92,249,6.8,4,RaiderGO #2004,Camille,Desperate Nasus #EUW,Kayle,dehastee #ZMAJ,Corki,JeanJaqueDeRouen #jjdr,Leona,Vizícsacsi #EUW,Rumble,113 改善 #113,Ambessa,FEBIVEN #COACH,Orianna,BDSnuc #EUW,Kalista,HotGuy6Pack #MUTE,Poppy,20,11,9,0.55,5.8,4.5,7.0,2.84,0.56,Wukong,0.5,5,5,2.06,Elise,0.67,4,2,3.32,Jarvan IV,0.5,1,1,8.67,0.05,0.95,0.0,0.0,0.0,JUNGLE,TOP,0.95,0.05,Wukong,192.1,7.4,1.98,5.4,5.0,4.5,0.5,8,Elise,228.2,7.8,3.05,6.8,4.4,6.6,0.6,5,Karma,119,6.3,3.5,1.0,2.0,6.0,1.0,1,Kha'Zix,244,7,1.38,3.0,8.0,8.0,0.0,1,Jarvan IV,288,7.2,6,6.0,4.0,18.0,0.0,1,,0,0,0,0,0,0,0.0,0,,0,0,0,0,0,0,0.0,0,Wukong,25,14,11,0.56,Elise,12,8,4,0.67,Jarvan IV,8,5,3,0.63,Elise,171,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,29,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0,0.11081290322580646,0.2951744360902256,0.20834545454545453,0.0,0.09126382978723406,0.0,0.004806060606060603,0.047416438356164395,0.026306037735849056,0.09492210526315792,0.06326307692307692,0.05881164179104479,0.5268909090909091,0.11773756097560978,0.273402,0.0,0.04017540983606557,0.16317966386554625,0.09095999999999997,0.03322285714285715,0.14820000000000003,0.0,0.003849350649350647,0.07156923076923077,0.0,0.0,0.2765234866828087,0.07624576576576578,0.14092714285714286,0.18900000000000003,1.3328031128538127,0.1868901198801199,0.6641238095238096,0.010135862068965523,0.013229999999999983,0.03372,0.2630727272727273,0.05446800000000001,0.1622820512820513,0.229725,0.26472473867595814,0.11205000000000004,0.14353846153846153,0.04024166666666667,0.011228292682926832,0.2647714285714286,0.0,0.4339285714285715,0.05753221238938052,0.10685185185185185,1.347501172353689,0.09565714285714284,0.59616,0.24814000000000003,0.29714117647058824,0.3417171428571429,0.2860472727272727,0.0,0.38864556157635477,0.0,0.010921764705882351,0.0,0.0,0.03376000000000001,0.09450433734939762,1.003148742554622,0.07477500000000002,0.0387668918918919,0.06311693430656935,0.0,0.4914,0.0,0.07992592592592594,0.0583936507936508,0.13028651162790697,0.17496190476190476,0.25510000000000005,0.0,0.011013496932515339,0.23438095238095236,0.0,0.025543125000000003,0.1459904761904762,0.032489655172413805,0.0036014012738853486,0.009892544378698227,0.1975873015873016,0.0,0.2898631578947368,0.27001102040816327,0.0879967441860465,0.0,0.3534280166435506,0.07253636363636363,0.023671140939597313,0.0,0.062349097744360905,0.15904363636363636,0.0,0.0,0.005098701298701292,0.0037389820359281455,0.28715193548387097,0.0021161290322580587,0.045151510791366915,0.3284,0.08576357142857144,0.20876666666666666,0.0,0.17579172413793107,0.0,0.10447826086956524,0.028445806451612907,0.06334992125984253,0.1577057142857143,0.11416499999999999,0.07556335877862597,0.0,0.07278833333333334,0.255716684303351,0.016582499999999997,0.049660468085106386,0.051933802816901416,0.4223555555555556,0.11769263157894738,0.14125621621621626,0.08073457943925233,0.1575832835820896,0.4234,0.20696410256410258,0.045080307692307704,0.21296078431372548,0.20961333333333335,0.07481967213114754,0.06421296774193551,0.022788888888888883,0.15028718309859154,0.11175238095238094,0.09912905660377361,0.033422423841059604,0.034452244897959186,0.01736901098901098,0.04394074074074074,0.33936,0.029524637681159416,0.1023090909090909,0.015457894736842104,0.0,0.2328172972972973,0.6152000000000001,0.24339999999999995,0.05683456790123458,0.10833882352941177,0.0,0.5192192736990069,0.10258235294117646,0.09382040816326531,0.13494942528735632,0.04554782608695645,0.47619,0.020077950310559003,0.0,0.10230122807017544,0.0,0.08336561403508773,0.09734538461538463,0.05221247933884298,0.030400000000000017,0.1598923989218329
 Agurin-EUW,euw,"Thu, Jan 9, 2025 5:00 PM",Wukong,13,red,0,24.22,1,4,2,0.75,0.6,0.59,188,7.8,4,RaiderGO #2004,Dr. Mundo,Desperate Nasus #EUW,Kayle,Godskin Apostle #EUW,Ezreal,MYTH Mahonix #BROCK,Lulu,Vizícsacsi #EUW,Rumble,HotGuy6Pack #MUTE,Poppy,QloTrGeSdV #EUW,Ahri,Kobbe #EUW,Ashe,Depressed Loser #ff15,Rakan,20,11,9,0.55,5.8,4.5,7.0,2.84,0.56,Wukong,0.5,5,5,2.06,Elise,0.67,4,2,3.32,Jarvan IV,0.5,1,1,8.67,0.05,0.95,0.0,0.0,0.0,JUNGLE,TOP,0.95,0.05,Wukong,192.1,7.4,1.98,5.4,5.0,4.5,0.5,8,Elise,228.2,7.8,3.05,6.8,4.4,6.6,0.6,5,Karma,119,6.3,3.5,1.0,2.0,6.0,1.0,1,Kha'Zix,244,7,1.38,3.0,8.0,8.0,0.0,1,Jarvan IV,288,7.2,6,6.0,4.0,18.0,0.0,1,,0,0,0,0,0,0,0.0,0,,0,0,0,0,0,0,0.0,0,Wukong,25,14,11,0.56,Elise,12,8,4,0.67,Jarvan IV,8,5,3,0.63,Elise,171,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,29,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0,0.11081290322580646,0.0,0.20834545454545453,0.0,0.09126382978723406,0.0,0.004806060606060603,0.047416438356164395,0.026306037735849056,0.09492210526315792,0.0,0.05881164179104479,0.5268909090909091,0.11773756097560978,0.273402,0.0,0.04017540983606557,0.16317966386554625,0.09095999999999997,0.03322285714285715,0.14820000000000003,0.2060765217391305,0.003849350649350647,0.07156923076923077,0.13602,0.0,0.2765234866828087,0.0,0.14092714285714286,0.18900000000000003,1.3328031128538127,0.1868901198801199,0.0,0.010135862068965523,0.01469999999999998,0.03372,0.2630727272727273,0.05446800000000001,0.1622820512820513,0.229725,0.23825226480836234,0.11205000000000004,0.14353846153846153,0.04024166666666667,0.011228292682926832,0.23829428571428574,0.0,0.4339285714285715,0.05753221238938052,0.10685185185185185,1.347501172353689,0.09565714285714284,0.59616,0.24814000000000003,0.29714117647058824,0.3417171428571429,0.2860472727272727,0.11056434782608697,0.38864556157635477,0.0,0.010921764705882351,0.0,0.0,0.03376000000000001,0.09450433734939762,1.003148742554622,0.07477500000000002,0.04307432432432433,0.06311693430656935,0.0,0.4914,0.14990625000000002,0.07992592592592594,0.0583936507936508,0.13028651162790697,0.0,0.25510000000000005,0.0,0.011013496932515339,0.23438095238095236,0.0,0.025543125000000003,0.1459904761904762,0.032489655172413805,0.0036014012738853486,0.008903289940828405,0.1975873015873016,0.0,0.2898631578947368,0.27001102040816327,0.0879967441860465,0.0,0.3534280166435506,0.07253636363636363,0.023671140939597313,0.1825363636363636,0.062349097744360905,0.15904363636363636,0.0,0.0,0.005098701298701292,0.0037389820359281455,0.0,0.0021161290322580587,0.045151510791366915,0.3284,0.08576357142857144,0.20876666666666666,0.0,0.17579172413793107,0.0,0.10447826086956524,0.028445806451612907,0.06334992125984253,0.1577057142857143,0.11416499999999999,0.07556335877862597,0.0,0.07278833333333334,0.255716684303351,0.016582499999999997,0.05517829787234043,0.051933802816901416,0.4223555555555556,0.11769263157894738,0.14125621621621626,0.08073457943925233,0.14182495522388064,0.38106,0.20696410256410258,0.05008923076923078,0.21296078431372548,0.20961333333333335,0.07481967213114754,0.07134774193548389,0.022788888888888883,0.15028718309859154,0.11175238095238094,0.11014339622641511,0.037136026490066226,0.034452244897959186,0.01736901098901098,0.04394074074074074,0.33936,0.029524637681159416,0.09207818181818182,0.015457894736842104,0.0,0.2328172972972973,0.6152000000000001,0.24339999999999995,0.05683456790123458,0.10833882352941177,0.0,0.5769103041100077,0.10258235294117646,0.09382040816326531,0.13494942528735632,0.04554782608695645,0.47619,0.020077950310559003,0.0,0.10230122807017544,0.0,0.08336561403508773,0.09734538461538463,0.05221247933884298,0.030400000000000017,0.1598923989218329
 Agurin-EUW,euw,"Thu, Jan 9, 2025 4:05 PM",Karma,12,blue,1,18.75,1,2,6,3.5,0.32,0.56,119,6.3,4,113 改善 #113,Viego,BDSnuc #EUW,Viktor,JEZUUU #0814,Kalista,Walid Georgey #EUW,Rell,G2 BrokenBlade #1918,Maokai,G2 SkewMond #3327,Wukong,Wesley Warren Jr #EUW,Akali,weakestsapling #CERES,Kog'Maw,Modern Life #EUW,Soraka,20,11,9,0.55,5.8,4.5,7.0,2.84,0.56,Wukong,0.5,5,5,2.06,Elise,0.67,4,2,3.32,Jarvan IV,0.5,1,1,8.67,0.05,0.95,0.0,0.0,0.0,JUNGLE,TOP,0.95,0.05,Wukong,192.1,7.4,1.98,5.4,5.0,4.5,0.5,8,Elise,228.2,7.8,3.05,6.8,4.4,6.6,0.6,5,Karma,119,6.3,3.5,1.0,2.0,6.0,1.0,1,Kha'Zix,244,7,1.38,3.0,8.0,8.0,0.0,1,Jarvan IV,288,7.2,6,6.0,4.0,18.0,0.0,1,,0,0,0,0,0,0,0.0,0,,0,0,0,0,0,0,0.0,0,Wukong,25,14,11,0.56,Elise,12,8,4,0.67,Jarvan IV,8,5,3,0.63,Elise,171,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,29,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0,0.11081290322580646,0.2951744360902256,0.0,0.0,0.09126382978723406,0.0,0.004806060606060603,0.047416438356164395,0.026306037735849056,0.09492210526315792,0.06326307692307692,0.05881164179104479,0.5268909090909091,0.11773756097560978,0.273402,0.0,0.04017540983606557,0.16317966386554625,0.09095999999999997,0.03322285714285715,0.14820000000000003,0.2289739130434783,0.003849350649350647,0.07156923076923077,0.15113333333333334,0.0,0.2765234866828087,0.07624576576576578,0.14092714285714286,0.18900000000000003,1.1995228015684314,0.1868901198801199,0.5977114285714287,0.010135862068965523,0.01469999999999998,0.03372,0.2630727272727273,0.06052000000000001,0.1622820512820513,0.229725,0.26472473867595814,0.11205000000000004,0.14353846153846153,0.04024166666666667,0.011228292682926832,0.2647714285714286,0.0,0.4821428571428572,0.05753221238938052,0.10685185185185185,1.347501172353689,0.09565714285714284,0.59616,0.24814000000000003,0.29714117647058824,0.3417171428571429,0.2860472727272727,0.0,0.38864556157635477,0.0,0.010921764705882351,0.0,0.05357519379844962,0.03376000000000001,0.09450433734939762,0.9028338682991598,0.07477500000000002,0.04307432432432433,0.0,0.0,0.4914,0.14990625000000002,0.07992592592592594,0.0583936507936508,0.13028651162790697,0.17496190476190476,0.25510000000000005,0.0,0.011013496932515339,0.0,0.0,0.025543125000000003,0.1459904761904762,0.032489655172413805,0.002881121019108279,0.009892544378698227,0.1975873015873016,0.0,0.2898631578947368,0.3000122448979592,0.0879967441860465,0.0,0.3534280166435506,0.07253636363636363,0.023671140939597313,0.1825363636363636,0.062349097744360905,0.14313927272727273,0.0688015384615385,0.0,0.005098701298701292,0.0037389820359281455,0.28715193548387097,0.0021161290322580587,0.045151510791366915,0.0,0.08576357142857144,0.20876666666666666,0.0,0.1953241379310345,0.12373438356164385,0.10447826086956524,0.028445806451612907,0.05701492913385828,0.17522857142857146,0.11416499999999999,0.07556335877862597,0.0,0.07278833333333334,0.255716684303351,0.016582499999999997,0.05517829787234043,0.046740422535211275,0.4223555555555556,0.10592336842105264,0.14125621621621626,0.0,0.1575832835820896,0.4234,0.20696410256410258,0.05008923076923078,0.19166470588235293,0.20961333333333335,0.07481967213114754,0.07134774193548389,0.022788888888888883,0.15028718309859154,0.11175238095238094,0.11014339622641511,0.037136026490066226,0.031007020408163267,0.01736901098901098,0.04394074074074074,0.33936,0.029524637681159416,0.1023090909090909,0.015457894736842104,0.0,0.2328172972972973,0.0,0.0,0.05683456790123458,0.09750494117647059,0.0,0.0,0.10258235294117646,0.09382040816326531,0.13494942528735632,0.04554782608695645,0.47619,0.020077950310559003,0.0,0.0920711052631579,0.0,0.08336561403508773,0.09734538461538463,0.05221247933884298,0.030400000000000017,0.12791391913746633
-Agurin-EUW,euw,"Sun, Jan 5, 2025 6:25 PM",Jarvan IV,16,blue,1,26.68,9,2,19,14.0,0.67,1.08,183,6.9,2,skygge kriger #EUV,Rumble,성진우 #789,Vladimir,JEZUUU #0814,Yasuo,Papadodi #1010,Lulu,the inescapable #EUW,Maokai,edge of night #999,Kindred,Macaquiño #GAP,LeBlanc,Wanna be a pro #03120,Corki,Walid Georgey #EUW,Rell,20,11,9,0.55,5.8,4.5,7.0,2.84,0.56,Wukong,0.5,5,5,2.06,Elise,0.67,4,2,3.32,Jarvan IV,0.5,1,1,8.67,0.05,0.95,0.0,0.0,0.0,JUNGLE,TOP,0.95,0.05,Wukong,192.1,7.4,1.98,5.4,5.0,4.5,0.5,8,Elise,228.2,7.8,3.05,6.8,4.4,6.6,0.6,5,Karma,119,6.3,3.5,1.0,2.0,6.0,1.0,1,Kha'Zix,244,7,1.38,3.0,8.0,8.0,0.0,1,Jarvan IV,288,7.2,6,6.0,4.0,18.0,0.0,1,,0,0,0,0,0,0,0.0,0,,0,0,0,0,0,0,0.0,0,Wukong,25,14,11,0.56,Elise,12,8,4,0.67,Jarvan IV,8,5,3,0.63,Elise,171,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,29,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0,0.11081290322580646,0.2951744360902256,0.20834545454545453,0.0,0.09126382978723406,0.0,0.004806060606060603,0.047416438356164395,0.026306037735849056,0.08542989473684214,0.06326307692307692,0.05881164179104479,0.5268909090909091,0.10596380487804881,0.273402,0.0,0.04017540983606557,0.16317966386554625,0.10106666666666664,0.03322285714285715,0.14820000000000003,0.2289739130434783,0.003849350649350647,0.07156923076923077,0.0,0.0,0.2765234866828087,0.07624576576576578,0.14092714285714286,0.18900000000000003,1.1995228015684314,0.1868901198801199,0.6641238095238096,0.010135862068965523,0.01469999999999998,0.03372,0.21045818181818185,0.06052000000000001,0.1622820512820513,0.229725,0.23825226480836234,0.11205000000000004,0.14353846153846153,0.04024166666666667,0.011228292682926832,0.23829428571428574,0.0,0.4821428571428572,0.05753221238938052,0.10685185185185185,1.347501172353689,0.09565714285714284,0.536544,0.24814000000000003,0.29714117647058824,0.3417171428571429,0.2860472727272727,0.09950791304347828,0.38864556157635477,0.0,0.010921764705882351,0.0,0.05357519379844962,0.03376000000000001,0.09450433734939762,1.003148742554622,0.0,0.04307432432432433,0.06311693430656935,0.0,0.4914,0.14990625000000002,0.07992592592592594,0.0583936507936508,0.13028651162790697,0.0,0.22959000000000004,0.0,0.011013496932515339,0.0,0.0,0.025543125000000003,0.13139142857142858,0.032489655172413805,0.003241261146496814,0.009892544378698227,0.1975873015873016,0.0,0.2898631578947368,0.3000122448979592,0.07919706976744186,0.0,0.3534280166435506,0.07253636363636363,0.023671140939597313,0.1825363636363636,0.062349097744360905,0.14313927272727273,0.0688015384615385,0.0,0.004588831168831162,0.0037389820359281455,0.28715193548387097,0.0021161290322580587,0.045151510791366915,0.0,0.08576357142857144,0.20876666666666666,0.0,0.1953241379310345,0.0,0.10447826086956524,0.028445806451612907,0.06334992125984253,0.17522857142857146,0.11416499999999999,0.07556335877862597,0.0,0.07278833333333334,0.255716684303351,0.016582499999999997,0.05517829787234043,0.051933802816901416,0.4223555555555556,0.11769263157894738,0.14125621621621626,0.08073457943925233,0.1575832835820896,0.4234,0.20696410256410258,0.05008923076923078,0.21296078431372548,0.20961333333333335,0.07481967213114754,0.07134774193548389,0.022788888888888883,0.15028718309859154,0.11175238095238094,0.11014339622641511,0.037136026490066226,0.031007020408163267,0.01736901098901098,0.04394074074074074,0.33936,0.029524637681159416,0.1023090909090909,0.015457894736842104,0.0,0.20953556756756758,0.6152000000000001,0.24339999999999995,0.0,0.10833882352941177,0.0,0.5769103041100077,0.10258235294117646,0.09382040816326531,0.12145448275862068,0.0,0.47619,0.020077950310559003,0.0,0.0920711052631579,0.0,0.08336561403508773,0.09734538461538463,0.05221247933884298,0.030400000000000017,0.1598923989218329
+Agurin-EUW,euw,"Sun, Jan 5, 2025 6:25 PM",Jarvan IV,16,blue,1,26.68,9,2,19,14.0,0.67,1.08,183,6.9,2,skygge kriger #EUV,Rumble,성진우 #789,Vladimir,JEZUUU #0814,Yasuo,Papadodi #1010,Lulu,the inescapable #EUW,Maokai,edge of night #999,Kindred,Macaquiño #GAP,LeBlanc,Insecticides #wwwsp,Corki,Walid Georgey #EUW,Rell,20,11,9,0.55,5.8,4.5,7.0,2.84,0.56,Wukong,0.5,5,5,2.06,Elise,0.67,4,2,3.32,Jarvan IV,0.5,1,1,8.67,0.05,0.95,0.0,0.0,0.0,JUNGLE,TOP,0.95,0.05,Wukong,192.1,7.4,1.98,5.4,5.0,4.5,0.5,8,Elise,228.2,7.8,3.05,6.8,4.4,6.6,0.6,5,Karma,119,6.3,3.5,1.0,2.0,6.0,1.0,1,Kha'Zix,244,7,1.38,3.0,8.0,8.0,0.0,1,Jarvan IV,288,7.2,6,6.0,4.0,18.0,0.0,1,,0,0,0,0,0,0,0.0,0,,0,0,0,0,0,0,0.0,0,Wukong,25,14,11,0.56,Elise,12,8,4,0.67,Jarvan IV,8,5,3,0.63,Elise,171,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,29,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0,0.11081290322580646,0.2951744360902256,0.20834545454545453,0.0,0.09126382978723406,0.0,0.004806060606060603,0.047416438356164395,0.026306037735849056,0.08542989473684214,0.06326307692307692,0.05881164179104479,0.5268909090909091,0.10596380487804881,0.273402,0.0,0.04017540983606557,0.16317966386554625,0.10106666666666664,0.03322285714285715,0.14820000000000003,0.2289739130434783,0.003849350649350647,0.07156923076923077,0.0,0.0,0.2765234866828087,0.07624576576576578,0.14092714285714286,0.18900000000000003,1.1995228015684314,0.1868901198801199,0.6641238095238096,0.010135862068965523,0.01469999999999998,0.03372,0.21045818181818185,0.06052000000000001,0.1622820512820513,0.229725,0.23825226480836234,0.11205000000000004,0.14353846153846153,0.04024166666666667,0.011228292682926832,0.23829428571428574,0.0,0.4821428571428572,0.05753221238938052,0.10685185185185185,1.347501172353689,0.09565714285714284,0.536544,0.24814000000000003,0.29714117647058824,0.3417171428571429,0.2860472727272727,0.09950791304347828,0.38864556157635477,0.0,0.010921764705882351,0.0,0.05357519379844962,0.03376000000000001,0.09450433734939762,1.003148742554622,0.0,0.04307432432432433,0.06311693430656935,0.0,0.4914,0.14990625000000002,0.07992592592592594,0.0583936507936508,0.13028651162790697,0.0,0.22959000000000004,0.0,0.011013496932515339,0.0,0.0,0.025543125000000003,0.13139142857142858,0.032489655172413805,0.003241261146496814,0.009892544378698227,0.1975873015873016,0.0,0.2898631578947368,0.3000122448979592,0.07919706976744186,0.0,0.3534280166435506,0.07253636363636363,0.023671140939597313,0.1825363636363636,0.062349097744360905,0.14313927272727273,0.0688015384615385,0.0,0.004588831168831162,0.0037389820359281455,0.28715193548387097,0.0021161290322580587,0.045151510791366915,0.0,0.08576357142857144,0.20876666666666666,0.0,0.1953241379310345,0.0,0.10447826086956524,0.028445806451612907,0.06334992125984253,0.17522857142857146,0.11416499999999999,0.07556335877862597,0.0,0.07278833333333334,0.255716684303351,0.016582499999999997,0.05517829787234043,0.051933802816901416,0.4223555555555556,0.11769263157894738,0.14125621621621626,0.08073457943925233,0.1575832835820896,0.4234,0.20696410256410258,0.05008923076923078,0.21296078431372548,0.20961333333333335,0.07481967213114754,0.07134774193548389,0.022788888888888883,0.15028718309859154,0.11175238095238094,0.11014339622641511,0.037136026490066226,0.031007020408163267,0.01736901098901098,0.04394074074074074,0.33936,0.029524637681159416,0.1023090909090909,0.015457894736842104,0.0,0.20953556756756758,0.6152000000000001,0.24339999999999995,0.0,0.10833882352941177,0.0,0.5769103041100077,0.10258235294117646,0.09382040816326531,0.12145448275862068,0.0,0.47619,0.020077950310559003,0.0,0.0920711052631579,0.0,0.08336561403508773,0.09734538461538463,0.05221247933884298,0.030400000000000017,0.1598923989218329
 Agurin-EUW,euw,"Sun, Jan 5, 2025 5:48 PM",Wukong,16,red,1,28.68,3,5,11,2.8,0.47,1.33,220,7.7,2,S8DiamondDog #EUW,Yasuo,Owen Mcdade #BLACK,Fiora,AllYouHadToDoWas #Stay,Karthus,Depressed Loser #ff15,LeBlanc,Drali #Drali,K'Sante,Kiki #COYG,Viego,222 #EUW3,Syndra,JEZUUU #0814,Xayah,grisha turbina #ADHD,Sona,20,11,9,0.55,5.8,4.5,7.0,2.84,0.56,Wukong,0.5,5,5,2.06,Elise,0.67,4,2,3.32,Jarvan IV,0.5,1,1,8.67,0.05,0.95,0.0,0.0,0.0,JUNGLE,TOP,0.95,0.05,Wukong,192.1,7.4,1.98,5.4,5.0,4.5,0.5,8,Elise,228.2,7.8,3.05,6.8,4.4,6.6,0.6,5,Karma,119,6.3,3.5,1.0,2.0,6.0,1.0,1,Kha'Zix,244,7,1.38,3.0,8.0,8.0,0.0,1,Jarvan IV,288,7.2,6,6.0,4.0,18.0,0.0,1,,0,0,0,0,0,0,0.0,0,,0,0,0,0,0,0,0.0,0,Wukong,25,14,11,0.56,Elise,12,8,4,0.67,Jarvan IV,8,5,3,0.63,Elise,171,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,29,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0,0.11081290322580646,0.2951744360902256,0.20834545454545453,0.0,0.09126382978723406,0.0,0.004806060606060603,0.047416438356164395,0.02367543396226415,0.09492210526315792,0.06326307692307692,0.05881164179104479,0.5268909090909091,0.11773756097560978,0.30378,0.0,0.036157868852459016,0.16317966386554625,0.10106666666666664,0.03322285714285715,0.14820000000000003,0.2289739130434783,0.003849350649350647,0.07156923076923077,0.15113333333333334,0.0,0.2765234866828087,0.07624576576576578,0.14092714285714286,0.18900000000000003,1.3328031128538127,0.1868901198801199,0.6641238095238096,0.010135862068965523,0.0,0.03372,0.2630727272727273,0.06052000000000001,0.1622820512820513,0.229725,0.26472473867595814,0.11205000000000004,0.14353846153846153,0.04024166666666667,0.011228292682926832,0.2647714285714286,0.0,0.4821428571428572,0.05753221238938052,0.10685185185185185,1.347501172353689,0.09565714285714284,0.59616,0.24814000000000003,0.29714117647058824,0.0,0.2860472727272727,0.11056434782608697,0.38864556157635477,0.0,0.010921764705882351,0.0,0.05357519379844962,0.03376000000000001,0.09450433734939762,1.003148742554622,0.07477500000000002,0.04307432432432433,0.06311693430656935,0.0,0.4914,0.14990625000000002,0.07992592592592594,0.0583936507936508,0.11725786046511627,0.17496190476190476,0.25510000000000005,0.0,0.011013496932515339,0.23438095238095236,0.0,0.025543125000000003,0.1459904761904762,0.032489655172413805,0.0036014012738853486,0.009892544378698227,0.1975873015873016,0.0,0.2898631578947368,0.3000122448979592,0.0879967441860465,0.0,0.3534280166435506,0.07253636363636363,0.023671140939597313,0.1825363636363636,0.062349097744360905,0.14313927272727273,0.07644615384615389,0.0,0.004588831168831162,0.0037389820359281455,0.28715193548387097,0.0019045161290322527,0.045151510791366915,0.3284,0.08576357142857144,0.20876666666666666,0.0,0.1953241379310345,0.12373438356164385,0.10447826086956524,0.025601225806451616,0.06334992125984253,0.17522857142857146,0.11416499999999999,0.07556335877862597,0.0,0.07278833333333334,0.2301450158730159,0.016582499999999997,0.05517829787234043,0.051933802816901416,0.4223555555555556,0.11769263157894738,0.0,0.08073457943925233,0.1575832835820896,0.4234,0.0,0.05008923076923078,0.21296078431372548,0.20961333333333335,0.07481967213114754,0.07134774193548389,0.020509999999999994,0.15028718309859154,0.11175238095238094,0.11014339622641511,0.037136026490066226,0.034452244897959186,0.01736901098901098,0.04394074074074074,0.33936,0.026572173913043475,0.09207818181818182,0.012366315789473684,0.0,0.2328172972972973,0.0,0.24339999999999995,0.051151111111111126,0.10833882352941177,0.0,0.5769103041100077,0.0,0.09382040816326531,0.13494942528735632,0.0,0.47619,0.020077950310559003,0.0,0.0920711052631579,0.0,0.08336561403508773,0.09734538461538463,0.05221247933884298,0.027360000000000016,0.1598923989218329
 Agurin-EUW,euw,"Sun, Jan 5, 2025 5:10 PM",Wukong,12,blue,0,20.65,6,4,2,2.0,0.57,0.89,153,7.4,2,Novachrono #Back,Cho'Gath,2025 #favo,Gragas,Jeyrus #Jey,Corki,Papadodi #1010,Lulu,S8DiamondDog #EUW,Dr. Mundo,Thomas Shelby #SOLOQ,Vi,222 #EUW3,Ekko,JEZUUU #0814,Caitlyn,Pablo #boda,Bard,20,11,9,0.55,5.8,4.5,7.0,2.84,0.56,Wukong,0.5,5,5,2.06,Elise,0.67,4,2,3.32,Jarvan IV,0.5,1,1,8.67,0.05,0.95,0.0,0.0,0.0,JUNGLE,TOP,0.95,0.05,Wukong,192.1,7.4,1.98,5.4,5.0,4.5,0.5,8,Elise,228.2,7.8,3.05,6.8,4.4,6.6,0.6,5,Karma,119,6.3,3.5,1.0,2.0,6.0,1.0,1,Kha'Zix,244,7,1.38,3.0,8.0,8.0,0.0,1,Jarvan IV,288,7.2,6,6.0,4.0,18.0,0.0,1,,0,0,0,0,0,0,0.0,0,,0,0,0,0,0,0,0.0,0,Wukong,25,14,11,0.56,Elise,12,8,4,0.67,Jarvan IV,8,5,3,0.63,Elise,171,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,29,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0,0.11081290322580646,0.26565699248120306,0.20834545454545453,0.0,0.09126382978723406,0.0,0.004806060606060603,0.047416438356164395,0.026306037735849056,0.09492210526315792,0.06326307692307692,0.05881164179104479,0.5268909090909091,0.11773756097560978,0.0,0.0,0.04017540983606557,0.16317966386554625,0.10106666666666664,0.029900571428571436,0.0,0.2289739130434783,0.003849350649350647,0.0,0.0,0.0,0.2765234866828087,0.0,0.14092714285714286,0.0,1.3328031128538127,0.1868901198801199,0.6641238095238096,0.010135862068965523,0.01469999999999998,0.03372,0.2630727272727273,0.06052000000000001,0.1622820512820513,0.229725,0.0,0.11205000000000004,0.14353846153846153,0.04024166666666667,0.011228292682926832,0.2647714285714286,0.0,0.4821428571428572,0.05753221238938052,0.10685185185185185,1.347501172353689,0.09565714285714284,0.59616,0.24814000000000003,0.29714117647058824,0.3417171428571429,0.2860472727272727,0.11056434782608697,0.38864556157635477,0.0,0.010921764705882351,0.0,0.05357519379844962,0.03376000000000001,0.09450433734939762,1.003148742554622,0.07477500000000002,0.04307432432432433,0.05680524087591242,0.0,0.4914,0.14990625000000002,0.07992592592592594,0.0583936507936508,0.13028651162790697,0.0,0.22959000000000004,0.0,0.011013496932515339,0.23438095238095236,0.0,0.025543125000000003,0.1459904761904762,0.032489655172413805,0.0036014012738853486,0.009892544378698227,0.1975873015873016,0.0,0.2898631578947368,0.3000122448979592,0.0879967441860465,0.0,0.3534280166435506,0.07253636363636363,0.023671140939597313,0.1825363636363636,0.062349097744360905,0.15904363636363636,0.07644615384615389,0.0,0.005098701298701292,0.0037389820359281455,0.28715193548387097,0.0021161290322580587,0.045151510791366915,0.3284,0.08576357142857144,0.20876666666666666,0.0,0.1953241379310345,0.12373438356164385,0.10447826086956524,0.028445806451612907,0.05701492913385828,0.17522857142857146,0.10274849999999999,0.07556335877862597,0.0,0.07278833333333334,0.255716684303351,0.016582499999999997,0.05517829787234043,0.051933802816901416,0.4223555555555556,0.11769263157894738,0.14125621621621626,0.0726611214953271,0.1575832835820896,0.4234,0.20696410256410258,0.05008923076923078,0.21296078431372548,0.20961333333333335,0.07481967213114754,0.07134774193548389,0.022788888888888883,0.15028718309859154,0.11175238095238094,0.11014339622641511,0.033422423841059604,0.034452244897959186,0.01736901098901098,0.04394074074074074,0.33936,0.029524637681159416,0.1023090909090909,0.015457894736842104,0.0,0.0,0.6152000000000001,0.24339999999999995,0.051151111111111126,0.09750494117647059,0.0,0.5769103041100077,0.10258235294117646,0.09382040816326531,0.13494942528735632,0.04554782608695645,0.47619,0.020077950310559003,0.0,0.10230122807017544,0.0,0.08336561403508773,0.09734538461538463,0.05221247933884298,0.027360000000000016,0.1598923989218329
 Agurin-EUW,euw,"Sun, Jan 5, 2025 4:30 PM",Elise,15,blue,1,24.22,10,3,6,5.33,0.62,1.08,194,8.0,2,SatØrius #EUW,Rumble,AbbedaggÆ #EUW,Jayce,Kite Machine #EUW,Jhin,Vento #TAIF,Bard,KOI Spooder #1352,K'Sante,NazgulsBlade #LOTR,Skarner,TwitchTVxKenzuke #EUW,Aurora,Unkn0wn #EUW11,Ezreal,Paolocannone #EUW,Karma,20,11,9,0.55,5.8,4.5,7.0,2.84,0.56,Wukong,0.5,5,5,2.06,Elise,0.67,4,2,3.32,Jarvan IV,0.5,1,1,8.67,0.05,0.95,0.0,0.0,0.0,JUNGLE,TOP,0.95,0.05,Wukong,192.1,7.4,1.98,5.4,5.0,4.5,0.5,8,Elise,228.2,7.8,3.05,6.8,4.4,6.6,0.6,5,Karma,119,6.3,3.5,1.0,2.0,6.0,1.0,1,Kha'Zix,244,7,1.38,3.0,8.0,8.0,0.0,1,Jarvan IV,288,7.2,6,6.0,4.0,18.0,0.0,1,,0,0,0,0,0,0,0.0,0,,0,0,0,0,0,0,0.0,0,Wukong,25,14,11,0.56,Elise,12,8,4,0.67,Jarvan IV,8,5,3,0.63,Elise,171,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,29,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0,0.11081290322580646,0.2951744360902256,0.20834545454545453,0.0,0.09126382978723406,0.0,0.004806060606060603,0.042674794520547954,0.026306037735849056,0.09492210526315792,0.06326307692307692,0.05881164179104479,0.0,0.11773756097560978,0.0,0.0,0.04017540983606557,0.14686169747899164,0.10106666666666664,0.03322285714285715,0.14820000000000003,0.2289739130434783,0.003849350649350647,0.07156923076923077,0.13602,0.0,0.24887113801452782,0.07624576576576578,0.14092714285714286,0.15120000000000003,1.3328031128538127,0.1682011078921079,0.0,0.010135862068965523,0.01469999999999998,0.03372,0.23676545454545456,0.06052000000000001,0.1622820512820513,0.229725,0.26472473867595814,0.11205000000000004,0.12918461538461537,0.04024166666666667,0.011228292682926832,0.23829428571428574,0.0,0.4821428571428572,0.05753221238938052,0.10685185185185185,1.347501172353689,0.09565714285714284,0.0,0.0,0.29714117647058824,0.0,0.2860472727272727,0.11056434782608697,0.0,0.0,0.010921764705882351,0.0,0.05357519379844962,0.03376000000000001,0.09450433734939762,1.003148742554622,0.06729750000000002,0.04307432432432433,0.06311693430656935,0.0,0.4914,0.14990625000000002,0.07992592592592594,0.0583936507936508,0.13028651162790697,0.17496190476190476,0.25510000000000005,0.0,0.011013496932515339,0.23438095238095236,0.0,0.025543125000000003,0.1459904761904762,0.032489655172413805,0.0036014012738853486,0.009892544378698227,0.1975873015873016,0.0,0.2898631578947368,0.27001102040816327,0.0879967441860465,0.0,0.3534280166435506,0.07253636363636363,0.023671140939597313,0.1825363636363636,0.05611418796992482,0.14313927272727273,0.07644615384615389,0.0,0.005098701298701292,0.0037389820359281455,0.28715193548387097,0.0021161290322580587,0.04063635971223022,0.3284,0.0771872142857143,0.20876666666666666,0.0,0.1953241379310345,0.0,0.10447826086956524,0.028445806451612907,0.06334992125984253,0.17522857142857146,0.11416499999999999,0.07556335877862597,0.0,0.07278833333333334,0.255716684303351,0.016582499999999997,0.049660468085106386,0.051933802816901416,0.0,0.11769263157894738,0.14125621621621626,0.08073457943925233,0.14182495522388064,0.4234,0.20696410256410258,0.05008923076923078,0.19166470588235293,0.20961333333333335,0.07481967213114754,0.07134774193548389,0.022788888888888883,0.15028718309859154,0.11175238095238094,0.11014339622641511,0.037136026490066226,0.034452244897959186,0.01736901098901098,0.04394074074074074,0.33936,0.026572173913043475,0.1023090909090909,0.015457894736842104,0.0,0.2328172972972973,0.6152000000000001,0.24339999999999995,0.05683456790123458,0.10833882352941177,0.0,0.5769103041100077,0.10258235294117646,0.09382040816326531,0.13494942528735632,0.04554782608695645,0.47619,0.020077950310559003,0.0,0.0920711052631579,0.0,0.08336561403508773,0.09734538461538463,0.05221247933884298,0.027360000000000016,0.1598923989218329

util/data/player_stats_merged_2025-01-10.csv

@@ -15,7 +15,7 @@ Agurin-EUW,euw,"Thu, Jan 9, 2025 6:10 PM",Wukong,10,red,0,16.35,5,5,0,1.00,0.83,
 Agurin-EUW,euw,"Thu, Jan 9, 2025 5:48 PM",Wukong,18,red,1,36.83,8,9,11,2.11,0.5,0.92,249,6.8,4,RaiderGO #2004,Camille,Desperate Nasus #EUW,Kayle,dehastee #ZMAJ,Corki,JeanJaqueDeRouen #jjdr,Leona,Vizícsacsi #EUW,Rumble,113 改善 #113,Ambessa,FEBIVEN #COACH,Orianna,BDSnuc #EUW,Kalista,HotGuy6Pack #MUTE,Poppy,20,11,9,0.55,5.8,4.5,7.0,2.84,0.56,Wukong,0.5,5,5,2.06,Elise,0.67,4,2,3.32,Jarvan IV,0.5,1,1,8.67,0.05,0.95,0.0,0.0,0.0,JUNGLE,TOP,0.95,0.05,Wukong,192.1,7.4,1.98,5.4,5.0,4.5,0.5,8,Elise,228.2,7.8,3.05,6.8,4.4,6.6,0.6,5,Karma,119,6.3,3.5,1.0,2.0,6.0,1.0,1,Kha'Zix,244,7,1.38,3.0,8.0,8.0,0.0,1,Jarvan IV,288,7.2,6,6.0,4.0,18.0,0.0,1,,0,0,0,0,0,0,0.0,0,,0,0,0,0,0,0,0.0,0,Wukong,25,14,11,0.56,Elise,12,8,4,0.67,Jarvan IV,8,5,3,0.63,Elise,171,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,29,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0
 Agurin-EUW,euw,"Thu, Jan 9, 2025 5:00 PM",Wukong,13,red,0,24.22,1,4,2,0.75,0.6,0.59,188,7.8,4,RaiderGO #2004,Dr. Mundo,Desperate Nasus #EUW,Kayle,Godskin Apostle #EUW,Ezreal,MYTH Mahonix #BROCK,Lulu,Vizícsacsi #EUW,Rumble,HotGuy6Pack #MUTE,Poppy,QloTrGeSdV #EUW,Ahri,Kobbe #EUW,Ashe,Depressed Loser #ff15,Rakan,20,11,9,0.55,5.8,4.5,7.0,2.84,0.56,Wukong,0.5,5,5,2.06,Elise,0.67,4,2,3.32,Jarvan IV,0.5,1,1,8.67,0.05,0.95,0.0,0.0,0.0,JUNGLE,TOP,0.95,0.05,Wukong,192.1,7.4,1.98,5.4,5.0,4.5,0.5,8,Elise,228.2,7.8,3.05,6.8,4.4,6.6,0.6,5,Karma,119,6.3,3.5,1.0,2.0,6.0,1.0,1,Kha'Zix,244,7,1.38,3.0,8.0,8.0,0.0,1,Jarvan IV,288,7.2,6,6.0,4.0,18.0,0.0,1,,0,0,0,0,0,0,0.0,0,,0,0,0,0,0,0,0.0,0,Wukong,25,14,11,0.56,Elise,12,8,4,0.67,Jarvan IV,8,5,3,0.63,Elise,171,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,29,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0
 Agurin-EUW,euw,"Thu, Jan 9, 2025 4:05 PM",Karma,12,blue,1,18.75,1,2,6,3.50,0.32,0.56,119,6.3,4,113 改善 #113,Viego,BDSnuc #EUW,Viktor,JEZUUU #0814,Kalista,Walid Georgey #EUW,Rell,G2 BrokenBlade #1918,Maokai,G2 SkewMond #3327,Wukong,Wesley Warren Jr #EUW,Akali,weakestsapling #CERES,Kog'Maw,Modern Life #EUW,Soraka,20,11,9,0.55,5.8,4.5,7.0,2.84,0.56,Wukong,0.5,5,5,2.06,Elise,0.67,4,2,3.32,Jarvan IV,0.5,1,1,8.67,0.05,0.95,0.0,0.0,0.0,JUNGLE,TOP,0.95,0.05,Wukong,192.1,7.4,1.98,5.4,5.0,4.5,0.5,8,Elise,228.2,7.8,3.05,6.8,4.4,6.6,0.6,5,Karma,119,6.3,3.5,1.0,2.0,6.0,1.0,1,Kha'Zix,244,7,1.38,3.0,8.0,8.0,0.0,1,Jarvan IV,288,7.2,6,6.0,4.0,18.0,0.0,1,,0,0,0,0,0,0,0.0,0,,0,0,0,0,0,0,0.0,0,Wukong,25,14,11,0.56,Elise,12,8,4,0.67,Jarvan IV,8,5,3,0.63,Elise,171,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,29,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0
-Agurin-EUW,euw,"Sun, Jan 5, 2025 6:25 PM",Jarvan IV,16,blue,1,26.68,9,2,19,14.00,0.67,1.08,183,6.9,2,skygge kriger #EUV,Rumble,성진우 #789,Vladimir,JEZUUU #0814,Yasuo,Papadodi #1010,Lulu,the inescapable #EUW,Maokai,edge of night #999,Kindred,Macaquiño #GAP,LeBlanc,Wanna be a pro #03120,Corki,Walid Georgey #EUW,Rell,20,11,9,0.55,5.8,4.5,7.0,2.84,0.56,Wukong,0.5,5,5,2.06,Elise,0.67,4,2,3.32,Jarvan IV,0.5,1,1,8.67,0.05,0.95,0.0,0.0,0.0,JUNGLE,TOP,0.95,0.05,Wukong,192.1,7.4,1.98,5.4,5.0,4.5,0.5,8,Elise,228.2,7.8,3.05,6.8,4.4,6.6,0.6,5,Karma,119,6.3,3.5,1.0,2.0,6.0,1.0,1,Kha'Zix,244,7,1.38,3.0,8.0,8.0,0.0,1,Jarvan IV,288,7.2,6,6.0,4.0,18.0,0.0,1,,0,0,0,0,0,0,0.0,0,,0,0,0,0,0,0,0.0,0,Wukong,25,14,11,0.56,Elise,12,8,4,0.67,Jarvan IV,8,5,3,0.63,Elise,171,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,29,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0
+Agurin-EUW,euw,"Sun, Jan 5, 2025 6:25 PM",Jarvan IV,16,blue,1,26.68,9,2,19,14.00,0.67,1.08,183,6.9,2,skygge kriger #EUV,Rumble,성진우 #789,Vladimir,JEZUUU #0814,Yasuo,Papadodi #1010,Lulu,the inescapable #EUW,Maokai,edge of night #999,Kindred,Macaquiño #GAP,LeBlanc,Insecticides #wwwsp,Corki,Walid Georgey #EUW,Rell,20,11,9,0.55,5.8,4.5,7.0,2.84,0.56,Wukong,0.5,5,5,2.06,Elise,0.67,4,2,3.32,Jarvan IV,0.5,1,1,8.67,0.05,0.95,0.0,0.0,0.0,JUNGLE,TOP,0.95,0.05,Wukong,192.1,7.4,1.98,5.4,5.0,4.5,0.5,8,Elise,228.2,7.8,3.05,6.8,4.4,6.6,0.6,5,Karma,119,6.3,3.5,1.0,2.0,6.0,1.0,1,Kha'Zix,244,7,1.38,3.0,8.0,8.0,0.0,1,Jarvan IV,288,7.2,6,6.0,4.0,18.0,0.0,1,,0,0,0,0,0,0,0.0,0,,0,0,0,0,0,0,0.0,0,Wukong,25,14,11,0.56,Elise,12,8,4,0.67,Jarvan IV,8,5,3,0.63,Elise,171,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,29,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0
 Agurin-EUW,euw,"Sun, Jan 5, 2025 5:48 PM",Wukong,16,red,1,28.68,3,5,11,2.80,0.47,1.33,220,7.7,2,S8DiamondDog #EUW,Yasuo,Owen Mcdade #BLACK,Fiora,AllYouHadToDoWas #Stay,Karthus,Depressed Loser #ff15,LeBlanc,Drali #Drali,K'Sante,Kiki #COYG,Viego,222 #EUW3,Syndra,JEZUUU #0814,Xayah,grisha turbina #ADHD,Sona,20,11,9,0.55,5.8,4.5,7.0,2.84,0.56,Wukong,0.5,5,5,2.06,Elise,0.67,4,2,3.32,Jarvan IV,0.5,1,1,8.67,0.05,0.95,0.0,0.0,0.0,JUNGLE,TOP,0.95,0.05,Wukong,192.1,7.4,1.98,5.4,5.0,4.5,0.5,8,Elise,228.2,7.8,3.05,6.8,4.4,6.6,0.6,5,Karma,119,6.3,3.5,1.0,2.0,6.0,1.0,1,Kha'Zix,244,7,1.38,3.0,8.0,8.0,0.0,1,Jarvan IV,288,7.2,6,6.0,4.0,18.0,0.0,1,,0,0,0,0,0,0,0.0,0,,0,0,0,0,0,0,0.0,0,Wukong,25,14,11,0.56,Elise,12,8,4,0.67,Jarvan IV,8,5,3,0.63,Elise,171,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,29,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0
 Agurin-EUW,euw,"Sun, Jan 5, 2025 5:10 PM",Wukong,12,blue,0,20.65,6,4,2,2.00,0.57,0.89,153,7.4,2,Novachrono #Back,Cho'Gath,2025 #favo,Gragas,Jeyrus #Jey,Corki,Papadodi #1010,Lulu,S8DiamondDog #EUW,Dr. Mundo,Thomas Shelby #SOLOQ,Vi,222 #EUW3,Ekko,JEZUUU #0814,Caitlyn,Pablo #boda,Bard,20,11,9,0.55,5.8,4.5,7.0,2.84,0.56,Wukong,0.5,5,5,2.06,Elise,0.67,4,2,3.32,Jarvan IV,0.5,1,1,8.67,0.05,0.95,0.0,0.0,0.0,JUNGLE,TOP,0.95,0.05,Wukong,192.1,7.4,1.98,5.4,5.0,4.5,0.5,8,Elise,228.2,7.8,3.05,6.8,4.4,6.6,0.6,5,Karma,119,6.3,3.5,1.0,2.0,6.0,1.0,1,Kha'Zix,244,7,1.38,3.0,8.0,8.0,0.0,1,Jarvan IV,288,7.2,6,6.0,4.0,18.0,0.0,1,,0,0,0,0,0,0,0.0,0,,0,0,0,0,0,0,0.0,0,Wukong,25,14,11,0.56,Elise,12,8,4,0.67,Jarvan IV,8,5,3,0.63,Elise,171,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,29,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0
 Agurin-EUW,euw,"Sun, Jan 5, 2025 4:30 PM",Elise,15,blue,1,24.22,10,3,6,5.33,0.62,1.08,194,8.0,2,SatØrius #EUW,Rumble,AbbedaggÆ #EUW,Jayce,Kite Machine #EUW,Jhin,Vento #TAIF,Bard,KOI Spooder #1352,K'Sante,NazgulsBlade #LOTR,Skarner,TwitchTVxKenzuke #EUW,Aurora,Unkn0wn #EUW11,Ezreal,Paolocannone #EUW,Karma,20,11,9,0.55,5.8,4.5,7.0,2.84,0.56,Wukong,0.5,5,5,2.06,Elise,0.67,4,2,3.32,Jarvan IV,0.5,1,1,8.67,0.05,0.95,0.0,0.0,0.0,JUNGLE,TOP,0.95,0.05,Wukong,192.1,7.4,1.98,5.4,5.0,4.5,0.5,8,Elise,228.2,7.8,3.05,6.8,4.4,6.6,0.6,5,Karma,119,6.3,3.5,1.0,2.0,6.0,1.0,1,Kha'Zix,244,7,1.38,3.0,8.0,8.0,0.0,1,Jarvan IV,288,7.2,6,6.0,4.0,18.0,0.0,1,,0,0,0,0,0,0,0.0,0,,0,0,0,0,0,0,0.0,0,Wukong,25,14,11,0.56,Elise,12,8,4,0.67,Jarvan IV,8,5,3,0.63,Elise,171,Kha'Zix,162,Jarvan IV,129,Shyvana,51,Nocturne,46,Evelynn,40,Wukong,29,Ezreal,25,Brand,25,Diana,16,Karma,15,Gragas,13,Zyra,12,Neeko,12,Ahri,10,,0

util/data/weekly_meta_stats.csv

@@ -1,170 +1,170 @@
 rank,champion,games,KDA,WR,pick,ban,cs,gold
-1,Viego,687,3.23,52.69,27.16,22.01,177.98,11656
-2,Viktor,682,2.52,52.49,26.96,37.75,207.08,11311
-3,Corki,554,2.64,51.99,2.19,12.92,214.86,11849
-4,Jayce,537,2.1,49.16,21.23,5.47,191.1,10769
-5,Lee Sin,478,3.37,52.72,18.89,9.66,161.39,11208
-6,Ezreal,477,2.58,46.54,18.86,7.94,199.61,11049
-7,K'Sante,445,2.51,53.48,17.59,12.67,182.8,10169
-8,Yone,437,2.04,4.92,17.27,4.55,212.41,11478
-9,Jhin,420,3.22,51.67,1.66,1.03,200.78,12039
-10,Sylas,416,2.37,53.13,16.44,8.25,152.25,10364
-11,Aurora,407,2.72,46.44,16.09,2.41,191.43,10977
-12,Ambessa,392,2.14,48.72,15.49,29.22,181.05,10515
-13,Ashe,366,2.56,50.27,14.47,22.32,195.51,10893
-14,Irelia,362,1.54,47.51,14.31,1.42,215.95,12088
-15,Varus,342,2.45,51.46,13.52,5.26,197.96,11357
-16,Graves,342,3.05,50.88,13.52,18.49,196.38,12363
-17,Wukong,339,2.85,51.62,1.34,8.93,181.38,11593
-18,Skarner,338,3.79,53.25,13.36,2.66,139.78,9866
-19,Nautilus,311,2.67,52.41,12.29,7.39,24.97,7266
-20,Caitlyn,303,2.36,54.46,11.98,13.91,208.85,11935
-21,Lulu,298,3.5,53.36,11.78,12.21,31.63,7464
-22,Akali,288,2.61,48.61,11.38,9.83,183.09,11073
-23,Yasuo,281,1.75,5.16,11.11,17.48,211.52,11593
-24,Renekton,281,2.17,51.25,11.11,9.31,198.07,11106
-25,Rell,277,3.38,53.43,10.95,3.04,23.35,7465
-26,Poppy,274,2.43,53.28,10.83,15.42,57.24,8231
-27,Talon,271,2.8,53.87,10.71,7.38,197.88,11961
-28,Hwei,271,2.53,44.65,10.71,5.78,188.03,10543
-29,Karma,263,3.09,53.99,10.39,3.33,44.56,8082
-30,Bard,257,3.65,49.81,10.16,1.16,26.24,7615
-31,Rakan,256,3.26,46.88,10.12,1.07,27.87,7429
-32,Gnar,240,2.06,45.42,9.49,5.36,194.47,11047
-33,Kai'Sa,239,2.59,43.51,9.45,0.88,203.39,11698
-34,Jinx,238,2.54,49.58,9.41,1.84,200.15,11153
-35,Jax,232,1.94,55.17,9.17,11.49,180.5,10877
-36,Pyke,229,2.41,48.91,9.05,44.14,30.93,8746
-37,Vi,213,3.05,51.17,8.42,1.25,163,10439
-38,Ahri,207,2.95,50.72,8.18,2.62,191.9,10710
-39,Syndra,203,2.59,51.23,8.02,3.89,206.56,11447
-40,Lux,202,3.12,53.96,7.98,1.41,142.52,10071
-41,Gragas,201,2.48,49.25,7.94,4.57,166.75,10045
-42,Maokai,200,2.4,0.48,7.91,2.31,106.14,8396
-43,Nidalee,199,3.76,55.28,7.87,8.78,173.43,11431
-44,Galio,194,2.83,52.06,7.67,0.45,166.91,9825
-45,Zed,188,2.79,54.26,7.43,14.38,199.98,12528
-46,Camille,187,2.08,52.94,7.39,1.66,158.57,10943
-47,Jarvan IV,187,3.79,50.27,7.39,1.57,161.2,10728
-48,Kindred,187,2.64,4.92,7.39,8.95,174.36,11567
-49,Neeko,185,2.57,48.11,7.31,1.39,59.74,8350
-50,Ekko,179,3.16,49.72,7.08,2.05,198.59,11975
-51,Taliyah,178,2.74,51.69,7.04,1.83,189.21,11090
-52,Elise,177,2.53,46.89,0.07,9.71,105.67,10470
-53,Zyra,169,3.32,5.68,6.68,6.39,197.69,11782
-54,Janna,167,3.89,52.69,0.66,0.42,23.57,7468
-55,Orianna,158,3.26,58.86,6.25,0.94,194.28,10518
-56,Draven,158,2.15,50.63,6.24,3.24,195.15,12928
-57,Zac,154,3.26,49.35,6.09,4.78,156.18,10418
-58,Riven,151,2.43,56.29,5.97,0.82,202.01,11593
-59,Diana,150,2.74,0.6,5.93,1.26,197.83,11927
-60,Braum,148,3.26,56.76,5.85,5.32,23.49,7164
-61,Blitzcrank,148,2.64,0.5,5.85,8.14,23.14,7354
-62,Aatrox,147,2.29,57.14,5.81,4.76,174.56,10214
-63,Nami,147,3.96,48.98,5.81,0.42,23.07,7603
-64,Leona,145,2.44,48.97,5.73,1.83,25.17,7321
-65,Gwen,145,1.9,46.21,5.73,2.98,202.86,11986
-66,Pantheon,145,2.13,42.07,5.73,1.32,140.9,10073
-67,Swain,143,3,55.24,5.65,1.26,181.74,10857
-68,Kha'Zix,141,2.75,41.13,5.57,0.43,169.07,11016
-69,Kalista,139,2.42,42.45,5.49,3.59,206.04,12462
-70,Senna,137,2.74,53.28,5.42,0.84,32.76,8439
-71,Tristana,135,2.97,60.74,5.34,0.62,200.69,12561
-72,Thresh,129,3.18,54.26,0.51,3.31,26.61,7393
-73,Rumble,128,2.41,52.34,5.06,1.69,183.78,10595
+1,Viego,692,3.24,52.75,27.25,21.99,178.06,11673
+2,Viktor,685,2.52,52.55,26.98,37.78,206.95,11309
+3,Corki,557,2.64,52.06,21.94,12.95,214.66,11842
+4,Jayce,540,2.1,49.26,21.27,5.49,191.25,10776
+5,Lee Sin,480,3.37,52.92,1.89,9.65,161.55,11218
+6,Ezreal,478,2.58,46.65,18.83,7.92,199.7,11052
+7,K'Sante,446,2.52,53.59,17.56,12.67,182.9,10178
+8,Yone,439,2.04,48.97,17.29,4.56,212.54,11481
+9,Jhin,421,3.21,51.78,16.58,1.03,200.56,12034
+10,Sylas,420,2.38,53.33,16.54,8.27,152.14,10356
+11,Aurora,410,2.72,4.61,16.15,24.08,191.49,10972
+12,Ambessa,392,2.14,48.72,15.44,29.17,181.05,10515
+13,Ashe,368,2.56,50.27,14.49,22.28,195.71,10906
+14,Irelia,363,1.54,47.66,14.29,1.42,215.97,12094
+15,Graves,345,3.05,50.72,13.59,1.85,196.34,12357
+16,Varus,344,2.46,51.74,13.55,5.26,198.47,11379
+17,Skarner,339,3.79,53.39,13.35,26.64,139.74,9865
+18,Wukong,339,2.85,51.62,13.35,8.95,181.38,11593
+19,Nautilus,311,2.67,52.41,12.25,7.38,24.97,7266
+20,Caitlyn,303,2.36,54.46,11.93,13.92,208.85,11935
+21,Lulu,298,3.5,53.36,11.74,12.24,31.63,7464
+22,Akali,289,2.61,48.44,11.38,9.81,183.08,11064
+23,Renekton,282,2.17,51.42,1.11,0.93,197.8,11088
+24,Rell,281,3.36,53.38,11.07,3.04,23.3,7454
+25,Yasuo,281,1.75,5.16,11.07,17.52,211.52,11593
+26,Poppy,275,2.42,53.45,10.83,15.42,57.08,8232
+27,Hwei,272,2.54,44.85,10.71,5.79,188.3,10559
+28,Talon,271,2.8,53.87,10.67,7.37,197.88,11961
+29,Karma,266,3.09,54.14,10.47,3.32,45.06,8094
+30,Bard,258,3.64,49.61,10.16,1.17,26.27,7617
+31,Rakan,258,3.26,4.69,10.16,1.06,27.88,7442
+32,Gnar,241,2.06,45.64,9.49,5.36,194.84,11059
+33,Jinx,240,2.55,49.58,9.45,1.85,200.32,11155
+34,Kai'Sa,240,2.6,43.75,9.45,0.89,203.2,11681
+35,Jax,234,1.94,55.13,9.22,11.48,180.87,10892
+36,Pyke,230,2.41,4.87,9.06,44.12,30.9,8753
+37,Vi,213,3.05,51.17,8.39,1.24,163,10439
+38,Ahri,209,2.94,50.72,8.23,2.65,191.99,10707
+39,Lux,204,3.11,53.92,8.03,0.14,141.97,10037
+40,Syndra,203,2.59,51.23,7.99,0.39,206.56,11447
+41,Gragas,201,2.48,49.25,7.91,4.56,166.75,10045
+42,Maokai,201,2.41,48.26,7.92,2.32,106.6,8407
+43,Nidalee,200,3.77,5.55,7.88,8.77,173.09,11411
+44,Galio,194,2.83,52.06,7.64,4.51,166.91,9825
+45,Zed,188,2.79,54.26,0.74,14.36,199.98,12528
+46,Jarvan IV,188,3.8,50.53,0.74,1.56,161.2,10718
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 146,Anivia,40,2.95,0.55,1.58,0.18,183.07,10705
 147,Twitch,37,2.75,45.95,1.46,0.69,151.89,11294
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 151,Twisted Fate,34,2.91,58.82,1.34,0.33,162.15,11002
 152,Vel'Koz,33,3.05,57.58,0.13,0.38,136.52,10631
 153,Brand,32,2.53,53.13,1.26,0.33,142.31,9632
 154,Cassiopeia,32,2.04,46.88,1.26,2.06,188.53,10504
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-158,Vex,25,2.75,0.6,0.99,1.89,173.32,10678
-159,Annie,25,2.61,0.52,0.99,0.31,157.32,10261
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 160,Singed,24,2.47,0.5,0.95,0.78,160.63,9949
-161,Yorick,24,1.06,29.17,0.97,0.54,176.13,9654
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 162,Shyvana,22,3.18,45.45,0.89,0.17,204.95,12062
 163,Malzahar,21,1.97,3.81,0.83,0.94,206.86,10540
 164,Heimerdinger,21,1.87,28.57,0.83,0.83,169.62,8925
 165,Amumu,19,1.68,36.84,0.75,1.11,130.21,9312
 166,Nasus,14,1.8,0.5,0.55,1.97,172.43,10215
-167,Quinn,13,1.66,46.15,0.51,0.71,148.85,10760
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 168,Illaoi,13,1.39,23.08,0.51,1.19,217.69,11962
 169,Naafiri,11,1.88,36.36,0.43,0.24,177.09,10296