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https://github.com/Decentralized-ID/decentralized-id.github.io.git
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update scraper
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⧉ infominer
parent
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commit
b6f3da5ebf
134
twscraper.py
134
twscraper.py
@ -8,13 +8,14 @@ CONSUMER_SECRET = os.environ.get('CONSUMER_SECRET')
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ACCESS_KEY = os.environ.get('ACCESS_KEY')
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ACCESS_SECRET = os.environ.get('ACCESS_SECRET')
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#### Authorization
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auth = tweepy.OAuthHandler(consumer_key, consumer_secret)
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auth.set_access_token(access_token, access_token_secret)
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api = tweepy.API(auth,wait_on_rate_limit=True)
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#### Keywords
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keywords = ['#SelfSovereignIdentity', '#DecentralizedIdentity', '#decentralizedidentity', "#IIW"]
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keywords = ["#verifiablecredentials","#selfsovereignidentity","Self+Sovereign+Identity","Hyperledger+Aries","DIDComm","Key+Event+Receipt+Infrastructure","#ToIP","#TrustoverIP","w3c+Credentials"]
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#### Get Date
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from datetime import date, timedelta, datetime
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@ -26,21 +27,20 @@ now = datetime.now()
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date_time = current_date.strftime("%m%d%y")
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#### Open CSV + Write Column Names
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fname = 'ssitw' + date_time + '.csv'
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fname = 'SSI-DID_' + date_time + '.csv'
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csvFile = open(fname, 'w+')
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csvWriter = csv.writer(csvFile)
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csvWriter.writerow(["Time", "Link", "Text", "Hashtags", "User", "Favorites", "Following", "Followers", "Retweets", "Urls", "UrlTitle", "UrlDesc", "UrlImg", "ImageUrls", "ReplyURL","QuoteID","QuoteText","QuoteImg","QuoteUrl"])
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csvWriter.writerow(["Time","ID", "Link", "Likes", "Shares", "User", "Text", "Hashtags", "Urls", "UrlTitle", "UrlDesc", "UrlImg", "ImageUrls", "ReplyURL", "QuoteID", "QuoteText", "QuoteImg", "QuoteUrl"])
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lines_seen = []
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text_seen = []
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for keyword in keywords:
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# Search hashtags\keywords
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for tweet in tweepy.Cursor(api.search,q=keyword + '-filter:retweets',count=100, tweet_mode="extended", lang="en", since=days_before).items():
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### Set \ Reset Variables
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for tweet in tweepy.Cursor(api.search,q=keyword + ' -filter:retweets', count=100, tweet_mode="extended", lang="en", since=days_before).items():
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### Reset Variables
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medias = []
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lnks = []
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replink = ""
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rtsr = []
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title = []
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description = []
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image = []
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@ -48,70 +48,86 @@ for keyword in keywords:
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qttext = ''
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qtmedia = ['']
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qturls = ['']
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seen = 'FALSE'
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### Set basic tweet attributes
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retweetcount = tweet.retweet_count
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favorites = tweet.favorite_count
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following = tweet.user.friends_count
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followers = tweet.user.followers_count
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username = tweet.user.screen_name
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id = "https://twitter.com/" + username + "/status/" + tweet.id_str
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idstr = tweet.id_str
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text = tweet.full_text
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hashtags = [hashtag['text'] for hashtag in tweet.entities["hashtags"]]
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created = tweet.created_at
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try:
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reply = tweet.in_reply_to_status_id_str
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user = tweet.in_reply_to_user_id_str
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replink = "https://twitter.com/" + user + "/" + reply
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except:
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print("no reply url")
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if 'media' in tweet.entities:
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for media in tweet.extended_entities['media']:
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medias.append(media['media_url_https'])
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### Add URLs to array
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if 'urls' in tweet.entities:
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quoted = 'FALSE'
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for url in tweet.entities['urls']:
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lkn = url['expanded_url']
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lnks.append(url['expanded_url'])
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from webpreview import web_preview
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if username == "Docbasia" or 'twitter.com' in lkn: continue
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else:
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try:
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### get title img description
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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'}
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tit, desc, ima = web_preview(lkn,timeout=10,headers=headers,parser='lxml')
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title.append(tit)
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description.append(desc)
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image.append(ima)
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except:
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print("broken link")
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### If it's a quote-tweet, get original stats
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created = str(tweet.created_at)
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#### Only add line to csv if it's not already been added
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if hasattr(tweet, 'quoted_status'):
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qtmedia = ['']
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qturls = ['']
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qttext = tweet.quoted_status.full_text
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qtuser = tweet.quoted_status.user.screen_name
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qtid = "https://twitter.com/" + qtuser + "/status/" + tweet.quoted_status.id_str
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if 'media' in tweet.quoted_status.entities:
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for media in tweet.quoted_status.extended_entities['media']:
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qtmedia.append(media['media_url_https'])
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if 'urls' in tweet.quoted_status.entities:
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for url in tweet.quoted_status.entities['urls']:
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qturls.append(url['expanded_url'])
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seen = 'FALSE'
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count = 0
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quotedid = 'https://twitter.com/' + tweet.quoted_status.user.screen_name + '/status/' + tweet.quoted_status_id_str
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print("Quoted ID " + quotedid)
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if quotedid in lines_seen:
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print("Quoted Status Seen")
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seen = 'TRUE'
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for y in lines_seen:
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if id == y:
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seen = 'TRUE'
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#### Column attributes
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line = [created, id, text, hashtags, username, favorites, following, followers, retweetcount, lnks, title, description, image, medias, replink, qtid, qttext, qtmedia, qturls]
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#### Only add line to csv if it's not already been added
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lines_seen.append(id)
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if seen == 'TRUE' or username == "Docbasia" :
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print("Seen. Don't Save.")
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for q in text_seen:
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if text == q:
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seen = 'TRUE'
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if seen == 'TRUE' or username == "Docbasia": continue
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else:
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### Keep track of seen lines \ tweets
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lines_seen.append(id)
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text_seen.append(text)
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### Check for reply id
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try:
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reply = tweet.in_reply_to_status_id_str
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user = tweet.in_reply_to_user_id_str
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replink = "https://twitter.com/" + user + "/" + reply
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except:
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print("no reply url")
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### Check for images in tweet
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if 'media' in tweet.entities:
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for media in tweet.extended_entities['media']:
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medias.append(media['media_url_https'])
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### Check for urls in tweet
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if 'urls' in tweet.entities:
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for url in tweet.entities['urls']:
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lkn = url['expanded_url']
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lnks.append(url['expanded_url'])
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### Look for metadata
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from webpreview import web_preview
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### Unless link is an image pdf twitter or insta
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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
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else:
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try:
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### get title img description
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print('>>Getting Link Metadata<<')
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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'}
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tit, desc, ima = web_preview(lkn,timeout=10,headers=headers,parser='lxml')
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title.append(tit)
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description.append(desc)
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image.append(ima)
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except:
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print("broken link")
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### If it's a quote-tweet, get original stats
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if hasattr(tweet, 'quoted_status'):
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print("Quoted Status NotSeen")
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qtmedia = ['']
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qturls = ['']
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qttext = tweet.quoted_status.full_text
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qtuser = tweet.quoted_status.user.screen_name
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qtid = "https://twitter.com/" + qtuser + "/status/" + tweet.quoted_status.id_str
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if 'media' in tweet.quoted_status.entities:
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for media in tweet.quoted_status.extended_entities['media']:
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qtmedia.append(media['media_url_https'])
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if 'urls' in tweet.quoted_status.entities:
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for url in tweet.quoted_status.entities['urls']:
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qturls.append(url['expanded_url'])
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#### Column attributes
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line = [created, "'"+idstr+"'", id, favorites, retweetcount, username, text, hashtags, lnks, title, description, image, medias, replink, qtid, qttext, qtmedia, qturls]
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#### Write row to CSV and print line
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csvWriter.writerow(line)
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print(line)
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csvFile.close()
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print("Complete")
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