I will apologize now as I am sure the format of my question and the information I provide will not be up to par with what is expected on this site. I have been coding SQL and VBA for several years and I am trying to pick up a 3rd language to enhance my skill set. I will get better with time.
Now to my issue...
I am trying to scrape a series of tables with code that has worked on BasketballReference.com however on NBA.com the code brings back nothing. When digging further the make_soup does not contain the tr and td tags that I see when inspecting the table in my browser. Below is the code I am using and for reference a picture of what my csv file looks like.
import urllib
import urllib.request
from bs4 import BeautifulSoup
import os
import csv
import time
def make_soup(url):
thepage = urllib.request.urlopen(url)
soupdata = BeautifulSoup(thepage, "html.parser")
return soupdata
with open('PlayTypeKey.csv', 'r') as PlaytypeData:
csv_reader = csv.reader(PlaytypeData)
a = []
b = []
c = []
d = []
next(csv_reader)
for row in csv_reader:
a1 = row[0]
b1 = row[1]
c1 = row[2]
d1 = row[3]
a.append(a1)
b.append(b1)
c.append(c1)
d.append(d1)
playerdatasaved = ""
i = 0
while i < 5:
soup = make_soup("http://stats.nba.com/players/"+a[i]+"/?Season="+b[i]+"&SeasonType=Regular%20Season&PerMode="+c[i]+"&OD="+d[i])
for record in soup.findAll('tr'):
playerdata = b[i]+ a[i] + ","
for data in record.findAll('td'):
playerdata=playerdata+","+data.text
playerdatasaved = playerdatasaved + "\n" + playerdata[1:]
i=i+1
header = "Season,PlayType,PLAYER,TEAM,GP,POSS,FREQ,PPP,PTS,FGM,FGA,FG%,EFG%,FT-Freq,TO-Freq,SF-Freq,AND ONE-Freq,SCORE-Freq,PERCENTILE"
file = open(os.path.expanduser("BasketballPlayTypeData.csv"), "wb")
file.write(bytes(header, encoding="ascii", errors='ignore'))
file.write(bytes(playerdatasaved, encoding="ascii", errors='ignore'))
PlayTypeKey.csv data:
PlayType Season Mode OffDef
isolation 2015-16 Totals offensive
isolation 2016-17 Totals offensive
isolation 2017-18 Totals offensive
transition 2015-16 Totals offensive
transition 2016-17 Totals offensive
transition 2017-18 Totals offensive
My limited ability to trouble shoot tells me that the table data is not coming back when I make the soup out of the URL. When printing the text of the soup I get this...
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NBA.com/Stats | Players Isolation
window.nbaStatsRoute = '/players/isolation/';
Scores
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Stats
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Teams
NBA LEAGUE PASS
Store
Tickets
Stats Home
{{ player.name }}
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Advanced
Misc
Scoring
Usage
Shooting
Career
Box Scores
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Advanced Box Scores Advanced
Advanced Box Scores Misc
Advanced Box Scores Scoring
Advanced Box Scores Usage
Shots Dashboard
Rebounds Dashboard
Passes Dashboard
Defense Dashboard
{{ team.city }} {{ team.name }}
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Advanced
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Misc
Scoring
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{{ game.info }}
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{{ t.city }} {{ t.name }}
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Hustle Stats
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{{ t.city }} {{ t.name }}
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Lineups
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Scoring
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On/Off Court by Team
{{ t.city }} {{ t.name }}
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Combine Strength & Agility
Combine Anthro
Tools
Player Box Score Search
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Search For A Player or Team
No Results Found
{{ ::item.city }} {{ ::item.name }}
{{ ::item.fn }} {{ ::item.ln }}
{{ ::item.fn }} {{ ::item.ln }}
See More Results
Stats Home
/
Players
/
Playtype
/
Isolation
{{ alpha }}
Sortable Player Stats
Sortable Team Stats
{{ betaText }}
Official Leaders
Advanced Leaders
Hustle Leaders
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Clutch
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{{ gammaText }}
Traditional
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Opponent
Defense
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{{ gammaText }}
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Pick & Roll Ball Handler
Pick & Roll Roll Man
Post Up
Spot Up
Handoff
Cut
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Putbacks
Misc
{{ gammaText }}
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Touches
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{{ gammaText }}
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< 6ft.
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{{ gammaText }}
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{{ gammaText }}
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Points
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Field Goals Made
FGA
Field Goals Attempted
FG%
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eFG%
Effective Field Goal Percentage
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Free Throw Frequency
TO FREQ
Turnover Frequency
SF Freq
Shooting Foul Frequency
And One Freq
And One Frequency
Score Freq
Score Frequency
Minimum of 10 min/game and 10 possessions per play type to qualify.
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Towards the bottom of what is pasted above are the headers of the table but no corresponding text or code for the table itself. I won't clutter this post with what I get when printing the HTML but I get no hits when searching for the tr or td tags.
Thanks in advance for anyone that spends time looking into this and I just want to say this site has already been immensely valuable to me.