Financial Stock and news sentiment predictive analytics

I'm looking for someone (probably a quant) who can assist with predictive analytics on financial stock prices and news sentiment data. I'm no expert so I'm looking for recommendations on possible analytical techniques to consider as a start. I would like to keep it simple initially and expand at a later stage if it proves useful.

At the moment this is purely a proof of concept so I'm not looking for a full proof solution from the start. I'm trying to find out if predictive analytical techniques can be used to analyse the data I have and provide useful information. The plan is to integrate the results of these into an existing trading system to enhance trading signals.

Because this is only a POC at the moment I'm looking for a quick, dirty but usable solution where I will initially provide some sample data in an agreed format and and would like a module implemented that can analyse this data. Once delivered I would like to be able to run additional datasets through the model myself and interpret the results.

Preferably I would like this work to be completed using R (but would consider other open source options) as it integrates pretty well into my current solutions.

I have the basic OHLC data on stock prices available as well as pre-calculated sentiment data on news articles for 10+ years. Articles are linked to a company and include values such as:

* Multiple sentiment scores on article/event for different techniques

* Average sentiment over past N days

* Count of articles/events

* Scores to see if there were similar events/articles recently or if it's new

* News Types

There are more values available but these should hopefully provide a decent starting point.

There will have to be a formal NDA between all parties involved so please only reply if you are happy to sign one.

I'm sure there will be many more questions as I'm aware that I'm no expert in this field and not sure what the requirements will be (or what to expect for that matter). Please let me know if you need any additional information and I will gladly provide what I can.

Kind Regards,


Beceriler: Mali Analiz, R Programlama Dili, İstatistiksel Analiz

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İşveren Hakkında:
( 0 değerlendirme ) London, United Kingdom

Proje NO: #6505511

Bu iş için 6 freelancer ortalamada £15/saat teklif veriyor


Hello! We are extremely interested in this project and would love to help you with this project, please reply back to discuss further. Looking forward to hear from you soon. Thanks!

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Hi, I am an Analytic professional with close to 12 years of experience. I am associated to a small analytics firm, which runs analytics courses across India and does analytics consultancy project across the globe. Daha Fazla

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PMP certified project manager, MBA in marketing and professional business consultant, market researcher and analyst in the field of project management, marketing and branding, HR, operations, real estate, finance, lega Daha Fazla

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Hello, my name is Brice and I am a bioinformatician. In bioinformatics, we usually use R for statistics, so I am really good with R. These last year, I learn Finance and trading, so I know that we can use prediction Daha Fazla

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Hello! I am a PhD student in Mathematics. In particular, my research deals with Partial Differential Equations arising in Fluid Mechanics. However, I have realized that I really enjoy the maths used in financial se Daha Fazla

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I understand you need statistical analysis on OHLC stock prices. Which country in particular ? I use R most of times, what type of analysis are you looking at ? ARIMA, correlation to other markets from reading sounds l Daha Fazla

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Hi, Matt S Rinc here and I'm interested in helping you - got just the right mix of skills, and using R for last three years. Now, you are combining two different analysis results. First is calculating sentiment, usu Daha Fazla

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