Webscraping Twitter using a Keyword

 This demo program shows how to retrieve tweets using a keyword and specify the date range.

The output:

The code:

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import snscrape.modules.twitter as sntwitter import pandas as pd # Creating list to append tweet data to tweets_list2 = [] # Using TwitterSearchScraper to scrape data and append tweets to list for i,tweet in enumerate(sntwitter.TwitterSearchScraper('COVID Vaccine since:2021-01-01 until:2021-05-31').get_items()): if i>5000: break tweets_list2.append([tweet.date, tweet.id, tweet.content, tweet.user.username]) # Creating a dataframe from the tweets list above tweets_df2 = pd.DataFrame(tweets_list2, columns=['Datetime', 'Tweet Id', 'Text', 'Username']) print(tweets_df2.head(100))