Simon Property Group, Inc. is a global leader in the ownership of premier shopping, dining, entertainment and mixed-use destinations and an S&P 100 company (Simon Property Group). Their properties across North America, Europe, and Asia provide community gathering places for millions of people every day and generate billions in annual sales. Simon Property Group is headquartered in Indianapolis, Indiana and employs more than 5,000 people worldwide. The Company's common stock is publicly traded on the NYSE under the symbol SPG.
Industry sector: Finance
Sector classification: Real estate investment trusts
Deep Learning based analysis and prediction model for Simon Property Group, Inc. (SPG) stock is a 1st Generation Non-linear Autoregresive with exogenous variable(s) (NARX) model based on the Recurrent Neural Network architecture.
Model is in the production pipeline since Sept. 30, 2015.
Market data for SPG model training are being downloaded from the
Quandl premium datasets on a daily basis.
Risks related to the novel coronavirus disease 2019 (COVID-19) caused by the virus named “SARS-CoV-2” are
accounted for in this model in the form of the historical data coincided with outbreaks and other
global events in the past used to train ML prediction model for SPG.
Model is being retrained on a daily basis.
| Float | 293M |
| P/E | 14.03 |
| Shares Outstanding | 320M |
| % Held by Insiders | 8.64% |
| % Held by Institutions | 94.87% |
| EPS (last reported FY) | $11.21 |
| EPS (last reported Q) | $2.87 |
| EPS, estimated (last reported Q) | $2.83 |
| Total revenues | $6 B |
| Net income | $2 B |