Chipotle Mexican Grill, Inc., is operates Chipotle Mexican Grill restaurants, which serve a focused menu of burritos, tacos, and burrito bowls (a burrito without the tortilla) and salads, made using fresh ingredients. Chipotle Mexican Grill focus on finding the highest quality ingredients can to make great tasting food; on building a strong people culture that is centered on providing an excellent guest experience; on building restaurants that are operationally efficient and aesthetically pleasing; and on doing all of this with the highest regard for the safety of customers and increasing awareness and respect for the environment. Chipotle elevate basic raw ingredients into food that's richer and more sophisticated through recipes and cooking techniques. Chipotle focus has always been on using the kinds of higher-quality ingredients and cooking techniques used in high-end restaurants to make great food accessible at reasonable prices.
Industry sector: Retail/Wholesale
Sector classification: Eating places
Deep Learning based analysis and prediction model for Chipotle Mexican Grill, Inc. (CMG) 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. 30, 2015.
Market data for CMG 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 CMG.
Model is being retrained on a regular basis.
|% Held by Insiders||2.19%|
|% Held by Institutions||84.47%|
|EPS (last reported FY)||$6.60|
|EPS (last reported Q)||$2.13|
|EPS, estimated (last reported Q)||$1.54|
|Total revenues||$4 B|
|Net income||$0 B|