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Sentimental Analysis of Main Market indexes using newsheadtitles

[Francisco Barreto]

[Data Analytics Ironhack Lisbon & April 2022]

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Project Description

I am going to retrieve the main prices/valuation of the main Market indexes and perform a sentimental analysis using the newsheadtitles and comparing with the last price variables and the Technical Rating of the trading view website

Hypotheses / Questions

Is the price impacted by the sentimentes of the investors when they see the headlines?.

Dataset

Links of the dataset:

Dataset

Workflow

Devolop hypothesis - with brainstorming using NOTION note app See what data is available on the websites - Trading VIEW and google news Retrieve data of trading view website using chromediver ( since it is a dynamic website and requires a log in - it might help) Retrieve data and work on transforming data to a Panda DataFrame Retrive the google news using an api and putting into a clear dataframe , organized by each ticker(name of the tittle/market) Work on hypotesis Perfom a correlation Confirm hypothsis with a correlation matrix using mathlab Make the Power point Presentation

Organization

with brainstorming using NOTION note app defining my work flow and work step by step

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