[英]Collecting tweets using screen names and using Tweepy
我有一個 Twitter 網名列表(一百個),並希望每個網名收集 3200 條推文。 但是我只能使用下面的代碼總共收集 3200 條推文,因為它達到了收集推文的限制如果我嘗試輸入 100 個屏幕名稱.. .. 任何人都可以建議每個屏幕名稱收集 3200 條推文嗎? 如果您能分享一些建議,將不勝感激! 先感謝您!
import tweepy
import csv
def get_all_tweets(screen_name):
consumer_key = ****
consumer_secret = ****
access_key = ****
access_secret = ****
#authorize twitter, initialize tweepy
auth = tweepy.OAuthHandler(consumer_key, consumer_secret)
auth.set_access_token(access_key, access_secret)
api = tweepy.API(auth, wait_on_rate_limit=True)
#initialize a list to hold all the tweepy Tweets & list with no retweets
alltweets = []
noRT = []
#make initial request for most recent tweets with extended mode enabled to get full tweets
new_tweets = api.user_timeline(screen_name = screen_name, tweet_mode = 'extended', count=200, include_retweets=False)
#save most recent tweets
alltweets.extend(new_tweets)
#save the id of the oldest tweet less one
oldest = alltweets[-1].id - 1
#keep grabbing tweets until the api limit is reached
while len(alltweets) <= 3200:
print("getting tweets before {}".format(oldest))
#all subsiquent requests use the max_id param to prevent duplicates
new_tweets = api.user_timeline(screen_name = screen_name,tweet_mode = 'extended', count=200,max_id=oldest, include_retweets=False)
#save most recent tweets
alltweets.extend(new_tweets)
#update the id of the oldest tweet less one
oldest = alltweets[-1].id - 1
print("...{} tweets downloaded so far".format(len(alltweets)))
#removes retweets
for tweet in alltweets:
if 'RT' in tweet.full_text:
continue
else:
noRT.append([tweet.id_str, tweet.created_at, tweet.full_text, ])
#write to csv
with open('{}_tweets.csv'.format(screen_name), 'w') as f:
writer = csv.writer(f)
writer.writerow(["id","created_at","text"])
writer.writerows(noRT)
print('{}_tweets.csv was successfully created.'.format(screen_name))
pass
if __name__ == '__main__':
#pass in the username of the account you want to download. I have hundred username in the list
usernames = ["JLo", "ABC", 'Trump']
for x in usernames:
get_all_tweets(x)
首先,為了遍歷時間線,您必須使用分頁。 我建議您在 tweepy 中使用Cursor ,因為它比處理 max_id 等要容易得多。
for page in tweepy.Cursor(api.user_timeline,
screen_name = screen_name,
tweet_mode="extended",
include_retweets=False,
count=100).pages(num_pages = 32):
for status in page:
# do your process on status
其次,您確實可以在此處找到速率限制,因此收到已達到限制的警告並不罕見: https : //developer.twitter.com/en/docs/twitter-api/v1/tweets/時間表/常見問題
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