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…

Pierre Brunello Testimonial

Pierre studied a masters in mathematics and computational finance at Oxford University before joining BlackRock as an analyst. Pierre competed in the Text Prediction Challenge and won several weekly feature prizes for his creative approaches. We asked him what he thought about the competition and if he’d recommend it to Read more…

Team Convexy Testimonial

Team Convexy competed in the UK Data Science Varsity. The team was comprised of two London School of Economics (LSE) students: Artur and Wian. Artur is currently a Global Markets Analyst at Deutsche Bank and previously worked as a Quant developer. He had the following advice for people thinking about Read more…

Using Topic Modelling to Analyse 10-K Filings – Notebook

Using_Topic_Modelling_to_Analyse_10_K_Filings_v3 Using Topic Modelling to Analyse 10-K Filings – Auquan¶ by Wian Stipp 1. Getting The Data¶ 1.1. Install Relevant Packages¶ In [0]: #prevents printing the install messages %%capture !pip install sec-edgar-downloader !pip install html2text In [0]: from sec_edgar_downloader import Downloader import textwrap import html2text import pandas as pd import matplotlib.pyplot as 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…