Peloton IPO: Some factors investors should consider
In late August, connected bike and treadmill company Peloton - described as the “Netflix of exercise” - filed paperwork to go public.
Their business model is based on a combination of hardware sales and ongoing...
Alternative Data Trends and Statistics
Alternative data is defined as non-traditional data investors use to gain insights into their investment process. Unlike traditional datasets data such as financial statements and sales figures, alternative data offers investors insights into a...
WeWork: A Pre-IPO Alternative Data Analysis
Most investors will have heard that co-working company WeWork plans to go public this fall.
Its tequila-swigging, surfer dude CEO Adam Neumann makes renting office space sound like a spiritual movement. Despite WeWork’s staggering losses,...
Alternative Data is the Key to Investor Success
Today’s hedge fund managers and analysts are increasingly shifting their gaze toward alternative data as a linchpin asset to drive investment decisions. In fact, seventy-eight percent of hedge funds are currently using or are...
Alternative Data – A Beginner’s Guide
Alternative data is gaining popularity among hedge fund managers and financial institutions these days. Despite the fact that it opens up new layers of challenges and complexities in the asset selection process, alternative data...
Identifying Disaster-related Tweets using NLP
Identifying disaster-related tweets using deep learning and natural language processing with Fast Ai
I’m still taking the Fast Ai course and can’t stop thinking how easily you can make an effective deep learning model with just...
The Rise of Data-Driven Investing
When JCPenney reported its financial results for 2Q 2015, it came as quite a shock to the market.
The US retail giant outperformed most analyst expectations, which subsequently led to a 10% surge in its...
Web Scraping and Hedge Funds’ Alternative Data Strategy
Data that was once hiding in plain sight can hide no more. With sophisticated software, new data continues to be extracted – or ‘scraped’ – from a growing variety of online sources. Coupled with...
Your Mobile Phone as a Gold Mine (for hedge funds)
The alarm sounds. Time to wake up.
Still bleary-eyed, you reach for your phone to check your messages. You turn the phone on. Before you know it, the tracking begins…
But this tracking is not some...
Looking to the Skies for Alpha
We recently discussed how companies such as Quandl are leading this alternative data revolution. Now, quantitative hedge funds are only too willing to spend substantial amounts of time, money and effort obtaining such data,...
Quandl and the Alternative Data Revolution
Alpha, as a measure of active management skills in the fund’s world, gauge the manager’s ability to beat the market. Skills aside, it is also largely related to information sources that the manager uses,...
