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software that analyzes stock sentiment based on articles and content manipulations with NLP models.

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avivlohit/StockMarket_Sentiment

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StockMarket_Sentiment Project

Python project, data analysis and more

About and Goals:

I received an friendly offer to create software that analyzes stock sentiment based on articles and content manipulations with NLP models. As part of the project I performed statistical analyzes like correlation tests and so on.

What was done:

  • Headline Scarping via BeautifulSoup Package and data gathering.

  • NLP sentimental, N-Grams and Etc.

  • Yahoo! finance API - data gathering.

  • Data preparation and integration.

  • Statistical correlation tests and Etc.

What is left to do:

  • To rethinking about N-Gram efficiency.

  • To create a ML model based on data gathered.

  • To improve quality and think of more verticals.

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software that analyzes stock sentiment based on articles and content manipulations with NLP models.

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