Twitter NLP & Cryptocurrency Recommender by Nicholas NguyenTwitter NLP & Cryptocurrency Recommender by Nicholas Nguyen

Twitter NLP & Cryptocurrency Recommender

Nicholas Nguyen

Data Scientist

Data Analyst

Data Engineer

Python

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Posted Nov 4, 2023

Scrape Twitter feeds based on following. Applied Natural Language Processing and Sentiment Analysis to tweets in order to determine best coins via Twitter.

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Twitter NLP & Cryptocurrency Recommender

Nicholas Nguyen

Data Scientist

Data Analyst

Data Engineer

Python

Twitter scraper in which tweets are scraped, analyzed via Natural Language Processing, assigned numeric values, and connected to coins (CASH TAGS). Coins are then taken for sentiment analysis and chosen from there.

Utilized Tweepy, CoinGecko, and SNScrape API to scrape data

Conducted heavy data engineering and cleaning to identify coins and translate tweets within given tweets

Applied sentiment analysis (NLP) algorithms to quantify emotional tones behind tweets

Deployed Tableau dashboard and created charts in

Like this project

Posted Nov 4, 2023

Scrape Twitter feeds based on following. Applied Natural Language Processing and Sentiment Analysis to tweets in order to determine best coins via Twitter.

Likes

Views