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Twitter is a goldmine of information, and
the fact that every tweet posted is
publicly accessible makes it an ideal
web data source.
There are two ways to extract data from Twitter:
• Hitting their API
• Web Scraping
Twitter’s API provides a straightforward
way to query and fetch data in JSON
format.
Web Scraping is used in cases where
the limitations of API are slowing down
the extraction.
Twitter has a user-base that covers people from
all industries and spans across geographies. This
makes Twitter data useful for businesses looking
to stay up-to date with the changing trends in
their respective markets.
❖ Brand monitoring
❖ Competitor tracking
❖ Sentiment analysis
❖ Training machine learning models
❖ Industry trends analysis
Brand monitoring is the best way to observe what people
are saying about your business on the Internet.
Since your consumers are likely to voice their opinions
about your brand and product on twitter, extracting
Twitter data will help you listen to them better.
Competitor monitoring has become an essential business
intelligence task as it helps companies know what their
competitors are up to and come up with counter
strategies.
Since every business entity is active on Twitter these
days, you can easily track any number of competitors by
setting up a web crawling system to crawl and extract
relevant data from the social media platform.
Sentiment analysis is essentially the process of identifying
the emotional tone from a series of words, used to gain
an understanding of the opinions, emotions and attitudes
expressed via an online mention.
Twitter is a platform where users express their views about
brands, products or notable world events. Sentiment
analysis can be performed on large datasets of tweets to
identify the public opinion on various things.
Provided with the training data, machine systems can
learn to do correlational tasks like classification,
clustering, attribution etc. User generated data can also
be used for building content corpus, which helps
machines understand human languages on a deeper
level.
Since Twitter has an abundance of user generated
content in the form of tweets, it makes for an ideal source
of data for machine learning training.
Staying ahead of the competition requires foresight into
the future of your industry. This has become all the more
important in this fast-paced business world.
Being one of the most popular social media platforms out
there, Twitter reflects all the current events and trending
information that’s relevant for businesses.
We created datasets by downloading 5,000 tweets
(excluding retweets) for each of ‘iPhoneX’ and ‘iPhone8’
hashtag.
Let’s look at some data visualizations that we created using
them.
With over 320 million monthly active users, Twitter
continues to be a rich and vast resource for data on the
Web. All that’s left to do is identify the opportunities it
presents to your business and capitalize on them.
Got Questions? Connect with us at
www.promptcloud.com
sales@promptcloud.com

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Top Uses of Twitter Data

  • 1.
  • 2. Twitter is a goldmine of information, and the fact that every tweet posted is publicly accessible makes it an ideal web data source.
  • 3. There are two ways to extract data from Twitter: • Hitting their API • Web Scraping
  • 4. Twitter’s API provides a straightforward way to query and fetch data in JSON format.
  • 5. Web Scraping is used in cases where the limitations of API are slowing down the extraction.
  • 6. Twitter has a user-base that covers people from all industries and spans across geographies. This makes Twitter data useful for businesses looking to stay up-to date with the changing trends in their respective markets.
  • 7. ❖ Brand monitoring ❖ Competitor tracking ❖ Sentiment analysis ❖ Training machine learning models ❖ Industry trends analysis
  • 8. Brand monitoring is the best way to observe what people are saying about your business on the Internet.
  • 9. Since your consumers are likely to voice their opinions about your brand and product on twitter, extracting Twitter data will help you listen to them better.
  • 10. Competitor monitoring has become an essential business intelligence task as it helps companies know what their competitors are up to and come up with counter strategies.
  • 11. Since every business entity is active on Twitter these days, you can easily track any number of competitors by setting up a web crawling system to crawl and extract relevant data from the social media platform.
  • 12. Sentiment analysis is essentially the process of identifying the emotional tone from a series of words, used to gain an understanding of the opinions, emotions and attitudes expressed via an online mention.
  • 13. Twitter is a platform where users express their views about brands, products or notable world events. Sentiment analysis can be performed on large datasets of tweets to identify the public opinion on various things.
  • 14. Provided with the training data, machine systems can learn to do correlational tasks like classification, clustering, attribution etc. User generated data can also be used for building content corpus, which helps machines understand human languages on a deeper level.
  • 15. Since Twitter has an abundance of user generated content in the form of tweets, it makes for an ideal source of data for machine learning training.
  • 16. Staying ahead of the competition requires foresight into the future of your industry. This has become all the more important in this fast-paced business world.
  • 17. Being one of the most popular social media platforms out there, Twitter reflects all the current events and trending information that’s relevant for businesses.
  • 18. We created datasets by downloading 5,000 tweets (excluding retweets) for each of ‘iPhoneX’ and ‘iPhone8’ hashtag. Let’s look at some data visualizations that we created using them.
  • 19.
  • 20.
  • 21.
  • 22. With over 320 million monthly active users, Twitter continues to be a rich and vast resource for data on the Web. All that’s left to do is identify the opportunities it presents to your business and capitalize on them.
  • 23. Got Questions? Connect with us at www.promptcloud.com sales@promptcloud.com