Quantamental: How to Create a Google Style News Recommender for Your Stocks

This article is accompanied by a Google Colab notebook, which contains all the code and additional mathematical details. You can find the notebook here: https://colab.research.google.com/drive/15JsLw-JwXViKdNaWCrW24_vaBVjZ1ZTR?usp=sharing What Will You Learn in This Article? In this article we will explore how you can automatically identify relevant news about a company, using a Read more…

Annual Reports – Getting Started

What is a company’s Annual Report? An Annual Report is a document produced by all companies with shareholders. The report details how the company is run (its operations) and it’s financial health. It will also normally contain considerable information detailing what has happened in the company over the last year. Read more…

A Guide to Creating Your First Context Capturing Text Feature

In this notebook we’ll be creating a feature to identify which news articles contain references to a certain semantic idea. We could do this for any idea/concept e.g. Resignation, War, Earthquakes, Corona Virus! For the sake of this example we’re just going to pick one topic: ‘war in the middle east’ that we hypothesise might be predictive of oil prices