Dollar General Corporation is a discount retailer in the United States. The Company separates its merchandise into four categories, which includes highly consumable, seasonal, home products and basic clothing. Highly consumable consists of packaged food, candy, snacks and refrigerated products, health and beauty aids, home cleaning supplies and pet supplies; seasonal consists of seasonal and holiday-related items, toys, stationery and hardware; home products consists of house wares and domestics, and basic clothing consists of casual everyday apparel. Dollar General is among the largest retailers of top-quality products made by America's most trusted manufacturers such as Procter & Gamble, Kimberly-Clark, Unilever, Kellogg's, General Mills, Nabisco, Fruit of the Loom, PepsiCo and Coca-Cola. The Company store support center is located in Goodlettsville, Tennessee.
Industry sector: Retail/Wholesale
Sector classification: Variety stores
Deep Learning based analysis and prediction model for Dollar General Corporation (DG) 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. 2, 2015.
Market data for DG 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 DG.
Model is being retrained on a daily basis.
| Float | 270M |
| P/E | 21.00 |
| Shares Outstanding | 272M |
| % Held by Insiders | 0.41% |
| % Held by Institutions | 90.62% |
| EPS (last reported FY) | $4.49 |
| EPS (last reported Q) | $1.48 |
| EPS, estimated (last reported Q) | $1.48 |
| Total revenues | $23 B |
| Net income | $2 B |