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scraper.py
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scraper.py
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from decouple import config
import praw
import psaw
import pdb
import requests
import datetime
from tinydb import TinyDB
from bs4 import BeautifulSoup
import secrets
# PRAW + PSAW
reddit = praw.Reddit(client_id=secrets.CLIENT_ID,
client_secret=secrets.CLIENT_SECRET,
user_agent=secrets.USERAGENT
)
print("Read only:", reddit.read_only)
ps = psaw.PushshiftAPI(reddit)
# Data
SUBMISSION_PATH = "C:/Users/peter/OneDrive/Documents/THESIS/submissions.json"
submission_db = TinyDB(SUBMISSION_PATH)
#submission_db.purge()
COMMENT_PATH = "C:/Users/peter/OneDrive/Documents/THESIS/comments.json"
comment_db = TinyDB(COMMENT_PATH)
#comment_db.purge()
def addData(submissions, comments, submission_db, comment_db):
count = 0
for submission in submissions:
count=count+1
print(submission.subreddit.display_name, " submission #", count)
data = {
'id': submission.id,
'title': submission.title,
'created_utc': submission.created_utc,
'score': submission.score,
'subreddit': submission.subreddit.display_name
}
submission_db.insert(data)
count = 0
for comment in comments:
count=count+1
print(comment.subreddit.display_name, " comment #:", count)
comment_data = {
'id': comment.id,
'body': comment.body,
'created_utc': comment.created_utc,
'score': comment.score,
'subreddit': comment.subreddit.display_name
}
comment_db.insert(comment_data)
year_list = [2015, 2016]
end_date_list = [31, 28, 31, 30, 31, 30, 31, 31, 30, 31, 30, 31]
for year in year_list:
for i in range(1):
#leap year
if (year == 2008 or year == 2012 or year == 2016) and i+1==2:
end_date = 29
else:
end_date = end_date_list[i]
for j in range(2):#range(end_date):
y1 = year
m1 = i+1
d1 = j+1
if (i+1==12 and j==end_date-1):
y2 = year+1
m2 = 1
d2 = 1
elif (j==end_date-1):
y2 = year
m2= i+2
d2 = 1
else:
y2 = year
m2= i+1
d2 = j+2
print(y1, " ", m1, " ", d1, " to ", y2, " ", m2, " ", d2)
start_epoch=int(datetime.datetime(y1,m1,d1).timestamp())
end_epoch=int(datetime.datetime(y2,m2,d2).timestamp())
# rams to LA in 2016
teamlist = ['ravens', 'bengals', 'browns', 'steelers',
'texans', 'colts', 'jaguars', 'tennesseetitans',
'buffalobills', 'miamidolphins', 'patriots', 'nyjets',
'denverbroncos', 'kansascitychiefs', 'oaklandraiders', 'chargers',
'chibears', 'detroitlions', 'greenbaypackers', 'minnesotavikings',
'falcons', 'panthers', 'saints' ,'buccaneers',
'cowboys', 'nygiants', 'eagles', 'redskins',
'azcardinals', 'stlouisrams', '49ers', 'seahawks']
if year >= 2016:
teamlist = ['ravens', 'bengals', 'browns', 'steelers',
'texans', 'colts', 'jaguars', 'tennesseetitans',
'buffalobills', 'miamidolphins', 'patriots', 'nyjets',
'denverbroncos', 'kansascitychiefs', 'oaklandraiders', 'chargers',
'chibears', 'detroitlions', 'greenbaypackers', 'minnesotavikings',
'falcons', 'panthers', 'saints' ,'buccaneers',
'cowboys', 'nygiants', 'eagles', 'redskins',
'azcardinals', 'losangelesrams', '49ers', 'seahawks']
for team in teamlist:
submissions = list(ps.search_submissions(after=start_epoch,
before=end_epoch,
sort='desc',
sort_type='score',
subreddit=team,
limit=10))
comments = list(ps.search_comments(after=start_epoch,
before=end_epoch,
sort='desc',
sort_type='score',
subreddit=team,
limit=10))
addData(submissions, comments, submission_db, comment_db)