/crypto_twitter_insights

Python script to get insights from Crypto Twitter

Primary LanguagePython

Crypto Twitter Insights

Strategy to gather insights from Twitter

  1. Instead of searching throughout the whole of Twitter, we focus on a specific set of influencers which we trust to have valuable insights.
  2. Abstract functions are used and reused to: sort tweets by importance, search for keywords/links/accounts, ...
  3. Sets of tweets from those influencers are aggregated to answer the questions below.

Info: Depending on the set of tweets used, one can search through a day, week or month.

5 Most Important Tweets of the Day/Week/Month

A function that takes a set of tweets and looks at the count of likes & retweets + how many influencers retweeted/liked to rank them.

5 Most Important Cointelegraph Articles of the Day (& Top 5 Week)

A function that searches for cointelegraph.com links in a tweetset and then feeds this filtered set to the above function.

5 Most Important Non-Cointelegraph Articles of the Day (& Top 5 Week)

TODO A function that searches for x,y,z links in a tweet set and then runs this set through the importance algorithm.

5 Most Discussed LowMarketCap Cryptocurrencies of the Day (& Week)

A function that gets LowMarketCap coins from Coinmarketcap and searches for their names & tickers in a tweet set.

CT Market Sentiment

Using nltk to do a sentiment analysis on a set of tweets

List of New Projects

Searching for twitter accounts in a set of tweets that have been created in 2021 and have less than 500 followers.

List of Daily Financing Rounds

Looking at @ICO_Analytics's tweets and filter for specific keywords

Improvements for production

-[ ] Build API -[ ] Reduce need to call Twitter api to avoid hitting rate limit errors