3

Player Stats Spreadsheet

Comments:
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#1
ariLMFAO

Should be every player who has played a VLR game not sure if my program missed some.
https://docs.google.com/spreadsheets/d/1dWFdY6TL0_asIcBHr1y6kr7wOpGb4VWd3Nvdi_vAF80/edit?gid=190653449#gid=190653449
Do what you will with this information, i made it for fun

#2
benmaimoon
7
Frags
+

would be better if you remove tier 5 players

#3
ariLMFAO
0
Frags
+
benmaimoon [#2]

would be better if you remove tier 5 players

im making a franchised one soon

#4
benmaimoon
0
Frags
+
ariLMFAO [#3]

im making a franchised one soon

im waiting sir 😼🧐

#5
invert
2
Frags
+

yay and malibu next to each other #2GOATS

#6
ariLMFAO
-2
Frags
+
invert [#5]

yay and malibu next to each other #2GOATS

real

#7
Denggysaurus
0
Frags
+

Is team just the most recent team they've been on?

#8
Aayan
0
Frags
+

holy shit you're dankness

#9
Convoy
1
Frags
+

how the fuck did you scrap the information

#10
yukky
0
Frags
+

Is this stats for their current team only or all time?

If its all time I think its off btw cause flors avg rating all time rating is 1.50

ratings = [1.41, 1.37, 1.28, 1.29, 1.39, 1.13, 1.14, 1.51, 1.17, 1.37, 1.58, 1.42, 1.35, 1.77, 1.69, 1.71, 1.72, 1.53, 1.67, 1.12, 1.63, 2.12, 1.42, 2.23]
total_sum = sum(ratings)
count = len(ratings)
average_rating = total_sum / count
print(average_rating) #1.5008333333333332
#11
yukky
0
Frags
+
Convoy [#9]

how the fuck did you scrap the information

Yeahhhhhhhhh you got me thinking with this comment, just coded it. Was pretty fun

The below code gives me these all time avg stats for flor though:

{'player_name': 'florescent', 'rnd': 451, 'rating': 1.5, 'acs': 284.03, 'kd': 1.9, 'adr': 184.59, 'kast': 81, 'kpr': 1.03, 'apr': 0.38, 'fkpr': 0.11, 'fdpr': 0.07, 'k': 463, 'd': 302, 'a': 99, 'fk': 90, 'fd': 52}

import requests
from bs4 import BeautifulSoup

player_stats_template = {
    "player_name": "",  # Player's name
    "rnd": 0,           # Number of rounds played
    "rating": 0.0,      # Player rating
    "acs": 0.0,         # Average combat score
    "kd": 0.0,          # Kill/Death ratio
    "adr": 0.0,         # Average damage per round
    "kast": 0,          # Kill, Assist, Survive, or Traded percentage
    "kpr": 0.0,         # Kills per round
    "apr": 0.0,         # Assists per round
    "fkpr": 0.0,        # First kills per round
    "fdpr": 0.0,        # First deaths per round
    "k": 0,             # Total kills
    "d": 0,             # Total deaths
    "a": 0,             # Total assists
    "fk": 0,            # Total first kills
    "fd": 0             # Total first deaths
}

TOTAL_MAX_PLAYERS = 48850  # total number of players on vlr to potentially scrape

def get_player_data(player_num):
    url = f"https://www.vlr.gg/player/{player_num}/?timespan=all"
    response = requests.get(url)

    if response.status_code != 200:
        return None

    soup = BeautifulSoup(response.content, 'html.parser')

    # player name ^-^
    player_name_tag = soup.find('h1', class_='wf-title')
    player_name = player_name_tag.text.strip() if player_name_tag else player_num
    player_stats_template["player_name"] = player_name

    accumulator = {key: 0 for key in player_stats_template if key != "player_name"}
    num_rows = 0 

    stat_keys = list(player_stats_template.keys())[1:] 

    # get stats table
    table = soup.find_all('table', class_='wf-table')
    for ratings_tag in table:
        tbody = ratings_tag.find('tbody')
        if tbody:
            rows = tbody.find_all('tr')
            for row in rows:
                # extract all td that do not have a style attribute (no agent img & use % )
                cols = row.find_all('td')
                row_values = [col.text.strip() for col in cols if not col.has_attr('style')]

                # If the number of columns matches our expected stats, process the row
                if row_values and len(row_values) == len(stat_keys):
                    for i, key in enumerate(stat_keys):
                        # Accumulate values based on the key's expected data type
                        if isinstance(player_stats_template[key], int):
                            accumulator[key] += int(row_values[i].replace('%', ''))
                        else:
                            accumulator[key] += float(row_values[i])
                    num_rows += 1

    # calculate averages
    if num_rows > 0:
        for key in accumulator:
            if isinstance(player_stats_template[key], int):
                # for intege use floor division
                player_stats_template[key] = accumulator[key] // num_rows
            else:
                # for floating point round to two decimal places
                player_stats_template[key] = round(accumulator[key] / num_rows, 2)

    return player_stats_template

# florescent
player_num = '17976'
player_data = get_player_data(player_num)
if player_data:
    print(player_data)

# Uncomment the code below to iterate through every player up to TOTAL_MAX_PLAYERS
# for i in range(1, TOTAL_MAX_PLAYERS + 1):
#     player_num = str(i)  # Convert player number to string for URL construction
#     player_data = get_player_data(player_num)
#     if player_data:
#         print(player_data)
#         break  # Stop after finding and printing the first valid player data
#12
ariLMFAO
0
Frags
+
Aayan [#8]

holy shit you're dankness

How have you got this information

#13
usseum
0
Frags
+

i think kast% is important stat there

#14
ariLMFAO
0
Frags
+
usseum [#13]

i think kast% is important stat there

I’ll add this

#15
Aayan
0
Frags
+
ariLMFAO [#12]

How have you got this information

I saw on the spreadsheet your discord was ari.aim and that rung a bell somewhere
so I checked Refraction's discord server eventually after realising and yeah, there you were

#16
ariLMFAO
0
Frags
+
Aayan [#15]

I saw on the spreadsheet your discord was ari.aim and that rung a bell somewhere
so I checked Refraction's discord server eventually after realising and yeah, there you were

pretty funny lol

#17
ariLMFAO
0
Frags
+
benmaimoon [#4]

im waiting sir 😼🧐

done

#18
number2_cNed_fan
0
Frags
+

your program missed me πŸ˜”

#19
ariLMFAO
0
Frags
+
number2_cNed_fan [#18]

your program missed me πŸ˜”

https://i.imgur.com/PsknqKC.png

#21
Convoy
0
Frags
+
yukky [#11]

Yeahhhhhhhhh you got me thinking with this comment, just coded it. Was pretty fun

The below code gives me these all time avg stats for flor though:

{'player_name': 'florescent', 'rnd': 451, 'rating': 1.5, 'acs': 284.03, 'kd': 1.9, 'adr': 184.59, 'kast': 81, 'kpr': 1.03, 'apr': 0.38, 'fkpr': 0.11, 'fdpr': 0.07, 'k': 463, 'd': 302, 'a': 99, 'fk': 90, 'fd': 52}

import requests
from bs4 import BeautifulSoup

player_stats_template = {
    "player_name": "",  # Player's name
    "rnd": 0,           # Number of rounds played
    "rating": 0.0,      # Player rating
    "acs": 0.0,         # Average combat score
    "kd": 0.0,          # Kill/Death ratio
    "adr": 0.0,         # Average damage per round
    "kast": 0,          # Kill, Assist, Survive, or Traded percentage
    "kpr": 0.0,         # Kills per round
    "apr": 0.0,         # Assists per round
    "fkpr": 0.0,        # First kills per round
    "fdpr": 0.0,        # First deaths per round
    "k": 0,             # Total kills
    "d": 0,             # Total deaths
    "a": 0,             # Total assists
    "fk": 0,            # Total first kills
    "fd": 0             # Total first deaths
}

TOTAL_MAX_PLAYERS = 48850  # total number of players on vlr to potentially scrape

def get_player_data(player_num):
    url = f"https://www.vlr.gg/player/{player_num}/?timespan=all"
    response = requests.get(url)

    if response.status_code != 200:
        return None

    soup = BeautifulSoup(response.content, 'html.parser')

    # player name ^-^
    player_name_tag = soup.find('h1', class_='wf-title')
    player_name = player_name_tag.text.strip() if player_name_tag else player_num
    player_stats_template["player_name"] = player_name

    accumulator = {key: 0 for key in player_stats_template if key != "player_name"}
    num_rows = 0 

    stat_keys = list(player_stats_template.keys())[1:] 

    # get stats table
    table = soup.find_all('table', class_='wf-table')
    for ratings_tag in table:
        tbody = ratings_tag.find('tbody')
        if tbody:
            rows = tbody.find_all('tr')
            for row in rows:
                # extract all td that do not have a style attribute (no agent img & use % )
                cols = row.find_all('td')
                row_values = [col.text.strip() for col in cols if not col.has_attr('style')]

                # If the number of columns matches our expected stats, process the row
                if row_values and len(row_values) == len(stat_keys):
                    for i, key in enumerate(stat_keys):
                        # Accumulate values based on the key's expected data type
                        if isinstance(player_stats_template[key], int):
                            accumulator[key] += int(row_values[i].replace('%', ''))
                        else:
                            accumulator[key] += float(row_values[i])
                    num_rows += 1

    # calculate averages
    if num_rows > 0:
        for key in accumulator:
            if isinstance(player_stats_template[key], int):
                # for intege use floor division
                player_stats_template[key] = accumulator[key] // num_rows
            else:
                # for floating point round to two decimal places
                player_stats_template[key] = round(accumulator[key] / num_rows, 2)

    return player_stats_template

# florescent
player_num = '17976'
player_data = get_player_data(player_num)
if player_data:
    print(player_data)

# Uncomment the code below to iterate through every player up to TOTAL_MAX_PLAYERS
# for i in range(1, TOTAL_MAX_PLAYERS + 1):
#     player_num = str(i)  # Convert player number to string for URL construction
#     player_data = get_player_data(player_num)
#     if player_data:
#         print(player_data)
#         break  # Stop after finding and printing the first valid player data

ahhh right thanks mate

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