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How to Use NLP to Take on Wall Street

#artificialintelligence

In January, 2021, retail investors - Robinhood army - came together on Reddit's Wall Street Bets group and other social media outlets to take down prominent hedge funds by causing a short squeeze and pushing up GameStop's stock price by 400% in just one week¹. This amount of volatility is not normal, the retail investors were urged on by the Reddit group to punish hedge funds that had taken an outsized short bet against GameStop. Tracking market sentiment can be a powerful tool for investors because understanding the mood of where the market is going can allow one to capitalize from the changing direction. Combining market sentiment with market fundamental will result in more sound investments. I was fascinated by the showdown between Wall Street and Reddit and inspired to understand how machine learning (ML) can be used to track market sentiment.


Match Proves Absence Makes Hearts Grow Fonder

WSJ.com: WSJD - Technology

A January survey from online travel company trivago showed 38% of Americans would give up sex for a year to travel right now. The other 62% appear to be actively hunting for love online. On Tuesday online dating company Match Group showed the quest for chemistry was a very popular New Year's resolution after many months of solitary confinement. The first quarter looked good from all angles, with revenue and adjusted earnings before interest, taxes, depreciation and amortization both coming in above Wall Street's expectations. Match's revenue forecast for the second quarter was also better than analysts had expected, though the company did say it will lean into its recent momentum and increase marketing spending relative to the same period last year, weighing slightly on its bottom line.


$1tn is just the start: why tech giants could double their market valuations

The Guardian

Alphabet, the tech giant formerly known as Google, on Thursday night became the fourth company in history to reach a trillion-dollar (£776bn) valuation. In less than 24 hours, some analysts were predicting that the company, founded in a messy Silicon Valley garage 21 years ago, could double in value again to become a $2tn firm "in the near future". The consensus among Wall Street bankers is nothing can stop the runaway share price rises of Alphabet or the other so-called "Faang" tech companies. Facebook, Amazon, Apple, Netflix and Google have seen their combined market value increase by $1.3tn over the past year – that's the equivalent of adding half the value of all the companies in the FTSE 100, or the entire GDP of Mexico. "It's such a phenomenally large number that it's difficult for most of us even to quantify the value," said Paul Lee, the global head of technology research at Deloitte.