McDonald's Corporation is the world's leading global food service retailer. The Company operates and franchises McDonald's restaurants, which serve a locally-relevant menu of quality food and beverages sold at various price. McDonald's global system is comprised of both Company-owned and franchised restaurants. McDonald's franchised restaurants are owned and operated under one of the following structures -conventional franchise, developmental license or affiliate. The optimal ownership structure for an individual restaurant, trading area or market (country) is based on a variety of factors, including the availability of individuals with the entrepreneurial experience and financial resources, as well as the local legal and regulatory environment in critical areas such as property ownership and franchising. The business relationship between McDonald's and its independent franchisees is of fundamental importance to overall performance and to the McDonald's brand.
Industry sector: Retail/Wholesale
Sector classification: Eating places
Deep Learning based analysis and prediction model for McDonald's Corporation (MCD) stock is a 2nd Generation Non-linear Autoregressive (NAR) model based on the LSTM/GRU Recurrent Neural Network architecture.
Model is in the production pipeline since Sept. 10, 2014.
Market data for MCD 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 MCD.
Model is being retrained on a regular basis.
| Float | 743M |
| P/E | 33.08 |
| Shares Outstanding | 745M |
| % Held by Insiders | 0.25% |
| % Held by Institutions | 66.25% |
| EPS (last reported FY) | $7.84 |
| EPS (last reported Q) | $2.22 |
| EPS, estimated (last reported Q) | $1.93 |
| Total revenues | $21 B |
| Net income | $6 B |