PepsiCo, Inc. is the manufacturing, marketing, and distribution of grain-based snack foods, beverages, and other products. It's driven by a complementary food and beverage portfolio that includes Frito-Lay, Gatorade, Pepsi-Cola, Quaker and Tropicana. PepsiCo's product portfolio includes a wide range of enjoyable foods and beverages. It distributes its products through direct-store-delivery and customer warehouse systems, as well as third-party networks.
Industry sector: Consumer Staples
Sector classification: Beverages
Deep Learning based analysis and prediction model for Pepsico, Inc. (PEP) 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 Oct. 22, 2015.
Market data for PEP 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 PEP.
Model is being retrained on a daily basis.
| Float | 1414M |
| P/E | 18.52 |
| Shares Outstanding | 1418M |
| % Held by Insiders | 0.27% |
| % Held by Institutions | 70.87% |
| EPS (last reported FY) | $5.23 |
| EPS (last reported Q) | $0.96 |
| EPS, estimated (last reported Q) | $0.92 |
| Total revenues | $64 B |
| Net income | $5 B |