Democratization of Retail Trading: Can Reddit's WallStreetBets Outperform Investment Bank Analysts?

12/31/2022
by   Tolga Buz, et al.
0

The recent hype around Reddit's WallStreetBets (WSB) community has inspired research on its impact on our economy and society. Still, one important question remains: Can WSB's community of anonymous contributors actually provide valuable investment advice and possibly even outperform top financial institutions? We present a data-driven empirical study of investment recommendations of WSB in comparison to recommendations made by leading investment banks, based on more than 1.6 million WSB posts published since 2018. investment recommendations from WSB's raw text for all S P 500 stocks and compare their performance to more than 16,000 analyst recommendations from the largest investment banks. While not all WSB recommendations prove profitable, our results show that they achieve average returns that compete with the best banks and outperform them in certain cases. Furthermore, the WSB community has been better than almost all investment banks at detecting top-performing stocks. We conclude that WSB may indeed constitute a freely accessible, valuable source of investment advice.

READ FULL TEXT
research
07/21/2020

Recommendations for Planning Inclusive Astronomy Conferences

The Inclusive Astronomy (IA) conference series aims to create a safe spa...
research
01/03/2022

Recommendations for repositories and scientific gateways from a neuroscience perspective

Digital services such as repositories and science gateways have become k...
research
11/10/2022

Holder Recommendations using Graph Representation Learning Link Prediction

Lead recommendations for financial products such as funds or ETF is pote...
research
05/06/2021

Should You Take Investment Advice From WallStreetBets? A Data-Driven Approach

Reddit's WallStreetBets (WSB) community has come to prominence in light ...
research
11/28/2021

NoFADE: Analyzing Diminishing Returns on CO2 Investment

Climate change continues to be a pressing issue that currently affects s...
research
06/25/2020

Recommendations for machine learning validation in biology

Modern biology frequently relies on machine learning to provide predicti...
research
08/01/2019

Visual cues in estimation of part-to-whole comparison

Pie charts were first published in 1801 by William Playfair and have cau...

Please sign up or login with your details

Forgot password? Click here to reset