update scraper

This commit is contained in:
⧉ infominer 2020-12-05 15:17:49 -05:00
parent 3a1b5a4e82
commit b6f3da5ebf

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@ -8,13 +8,14 @@ CONSUMER_SECRET = os.environ.get('CONSUMER_SECRET')
ACCESS_KEY = os.environ.get('ACCESS_KEY')
ACCESS_SECRET = os.environ.get('ACCESS_SECRET')
#### Authorization
auth = tweepy.OAuthHandler(consumer_key, consumer_secret)
auth.set_access_token(access_token, access_token_secret)
api = tweepy.API(auth,wait_on_rate_limit=True)
#### Keywords
keywords = ['#SelfSovereignIdentity', '#DecentralizedIdentity', '#decentralizedidentity', "#IIW"]
keywords = ["#verifiablecredentials","#selfsovereignidentity","Self+Sovereign+Identity","Hyperledger+Aries","DIDComm","Key+Event+Receipt+Infrastructure","#ToIP","#TrustoverIP","w3c+Credentials"]
#### Get Date
from datetime import date, timedelta, datetime
@ -26,21 +27,20 @@ now = datetime.now()
date_time = current_date.strftime("%m%d%y")
#### Open CSV + Write Column Names
fname = 'ssitw' + date_time + '.csv'
fname = 'SSI-DID_' + date_time + '.csv'
csvFile = open(fname, 'w+')
csvWriter = csv.writer(csvFile)
csvWriter.writerow(["Time", "Link", "Text", "Hashtags", "User", "Favorites", "Following", "Followers", "Retweets", "Urls", "UrlTitle", "UrlDesc", "UrlImg", "ImageUrls", "ReplyURL","QuoteID","QuoteText","QuoteImg","QuoteUrl"])
csvWriter.writerow(["Time","ID", "Link", "Likes", "Shares", "User", "Text", "Hashtags", "Urls", "UrlTitle", "UrlDesc", "UrlImg", "ImageUrls", "ReplyURL", "QuoteID", "QuoteText", "QuoteImg", "QuoteUrl"])
lines_seen = []
text_seen = []
for keyword in keywords:
# Search hashtags\keywords
for tweet in tweepy.Cursor(api.search,q=keyword + '-filter:retweets',count=100, tweet_mode="extended", lang="en", since=days_before).items():
### Set \ Reset Variables
for tweet in tweepy.Cursor(api.search,q=keyword + ' -filter:retweets', count=100, tweet_mode="extended", lang="en", since=days_before).items():
### Reset Variables
medias = []
lnks = []
replink = ""
rtsr = []
title = []
description = []
image = []
@ -48,70 +48,86 @@ for keyword in keywords:
qttext = ''
qtmedia = ['']
qturls = ['']
seen = 'FALSE'
### Set basic tweet attributes
retweetcount = tweet.retweet_count
favorites = tweet.favorite_count
following = tweet.user.friends_count
followers = tweet.user.followers_count
username = tweet.user.screen_name
id = "https://twitter.com/" + username + "/status/" + tweet.id_str
idstr = tweet.id_str
text = tweet.full_text
hashtags = [hashtag['text'] for hashtag in tweet.entities["hashtags"]]
created = tweet.created_at
try:
reply = tweet.in_reply_to_status_id_str
user = tweet.in_reply_to_user_id_str
replink = "https://twitter.com/" + user + "/" + reply
except:
print("no reply url")
if 'media' in tweet.entities:
for media in tweet.extended_entities['media']:
medias.append(media['media_url_https'])
### Add URLs to array
if 'urls' in tweet.entities:
quoted = 'FALSE'
for url in tweet.entities['urls']:
lkn = url['expanded_url']
lnks.append(url['expanded_url'])
from webpreview import web_preview
if username == "Docbasia" or 'twitter.com' in lkn: continue
else:
try:
### get title img description
headers = {'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_5) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/50.0.2661.102 Safari/537.36'}
tit, desc, ima = web_preview(lkn,timeout=10,headers=headers,parser='lxml')
title.append(tit)
description.append(desc)
image.append(ima)
except:
print("broken link")
### If it's a quote-tweet, get original stats
created = str(tweet.created_at)
#### Only add line to csv if it's not already been added
if hasattr(tweet, 'quoted_status'):
qtmedia = ['']
qturls = ['']
qttext = tweet.quoted_status.full_text
qtuser = tweet.quoted_status.user.screen_name
qtid = "https://twitter.com/" + qtuser + "/status/" + tweet.quoted_status.id_str
if 'media' in tweet.quoted_status.entities:
for media in tweet.quoted_status.extended_entities['media']:
qtmedia.append(media['media_url_https'])
if 'urls' in tweet.quoted_status.entities:
for url in tweet.quoted_status.entities['urls']:
qturls.append(url['expanded_url'])
seen = 'FALSE'
count = 0
quotedid = 'https://twitter.com/' + tweet.quoted_status.user.screen_name + '/status/' + tweet.quoted_status_id_str
print("Quoted ID " + quotedid)
if quotedid in lines_seen:
print("Quoted Status Seen")
seen = 'TRUE'
for y in lines_seen:
if id == y:
seen = 'TRUE'
#### Column attributes
line = [created, id, text, hashtags, username, favorites, following, followers, retweetcount, lnks, title, description, image, medias, replink, qtid, qttext, qtmedia, qturls]
#### Only add line to csv if it's not already been added
lines_seen.append(id)
if seen == 'TRUE' or username == "Docbasia" :
print("Seen. Don't Save.")
for q in text_seen:
if text == q:
seen = 'TRUE'
if seen == 'TRUE' or username == "Docbasia": continue
else:
### Keep track of seen lines \ tweets
lines_seen.append(id)
text_seen.append(text)
### Check for reply id
try:
reply = tweet.in_reply_to_status_id_str
user = tweet.in_reply_to_user_id_str
replink = "https://twitter.com/" + user + "/" + reply
except:
print("no reply url")
### Check for images in tweet
if 'media' in tweet.entities:
for media in tweet.extended_entities['media']:
medias.append(media['media_url_https'])
### Check for urls in tweet
if 'urls' in tweet.entities:
for url in tweet.entities['urls']:
lkn = url['expanded_url']
lnks.append(url['expanded_url'])
### Look for metadata
from webpreview import web_preview
### Unless link is an image pdf twitter or insta
if username == "Docbasia" or 'twitter.com' in lkn or '.png' in lkn or '.jpg' in lkn or '.pdf' in lkn or 'instagram.com' in lkn or 'linkedin.com' in lkn or 'facebook.com' in lkn: continue
else:
try:
### get title img description
print('>>Getting Link Metadata<<')
headers = {'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_5) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/50.0.2661.102 Safari/537.36'}
tit, desc, ima = web_preview(lkn,timeout=10,headers=headers,parser='lxml')
title.append(tit)
description.append(desc)
image.append(ima)
except:
print("broken link")
### If it's a quote-tweet, get original stats
if hasattr(tweet, 'quoted_status'):
print("Quoted Status NotSeen")
qtmedia = ['']
qturls = ['']
qttext = tweet.quoted_status.full_text
qtuser = tweet.quoted_status.user.screen_name
qtid = "https://twitter.com/" + qtuser + "/status/" + tweet.quoted_status.id_str
if 'media' in tweet.quoted_status.entities:
for media in tweet.quoted_status.extended_entities['media']:
qtmedia.append(media['media_url_https'])
if 'urls' in tweet.quoted_status.entities:
for url in tweet.quoted_status.entities['urls']:
qturls.append(url['expanded_url'])
#### Column attributes
line = [created, "'"+idstr+"'", id, favorites, retweetcount, username, text, hashtags, lnks, title, description, image, medias, replink, qtid, qttext, qtmedia, qturls]
#### Write row to CSV and print line
csvWriter.writerow(line)
print(line)
csvFile.close()
print("Complete")