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Scraping text from websites, analysing the sentiment and storing results in a database.

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Name		Name	Last commit message	Last commit date
Latest commit History 35 Commits
download		download
sentiment		sentiment
utility		utility
.gitignore		.gitignore
README.md		README.md
__init__.py		__init__.py
comparison 2.xlsx		comparison 2.xlsx
comparison.xlsx		comparison.xlsx

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Financial Sentiment

Websites

Social Media
- ❔ Reddit - praw, pushshift.io
- Twitter
News
- ✔️ Yahoo Finance - selenium
- ✔️ Business Insider - selenium
- MSN Money
- CNBC
- Financial Times
- Reuters
- MarketWatch
- Wall Street Journal
- The Guardian
- Financial Express
- Finviz

Sentiment Analysis

Text Blob (textblob), Vader Sentiment (vaderseniment)
- Stock Market Sentiment Analysis Using Python & Machine Learning
- Sentiment Analysis in Python with TextBlob and VADER Sentiment (also Dash p.6)
Natural Language Toolkit (nltk)
SpaCy
Flair

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Scraping text from websites, analysing the sentiment and storing results in a database.

nlp selenium pandas beautifulsoup webscraping

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Python 100.0%