nathanganser / crypto_twitter_insights

Python script to get insights from Crypto Twitter

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