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as 06-20-2024 4:00pm EST

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Stocks

Consumer Discretionary

Restaurants

Nasdaq

Chipotle Mexican Grill is the largest fast-casual chain restaurant in the United States, with systemwide sales of $9.9 billion in 2023. The Mexican concept is predominately company-owned, although it recently inked a development agreement with Alshaya Group in the Middle East. It had a footprint of nearly 3,440 stores at the end of 2023, heavily indexed to the United States, although it maintains a small presence in Canada, the UK, France, and Germany. Chipotle sells burritos, burrito bowls, tacos, quesadillas, and beverages, with a selling proposition built around competitive prices, high-quality food sourcing, speed of service, and convenience. The company generates its revenue entirely from restaurant sales and delivery fees.

More About Our CMG ML Model...

What kind of parameters do you use to train CMG stocks ML model?

To train our stocks CMG ML model, we use historical data with over 25 parameters, including volume indicators, volatility indicators, momentum indicators, trend indicators, and other metrics.

How often do you update CMG ML model?

We update our ML model either weekly or biweekly, depending on the market capitalization of the stocks, using TensorFlow, typically over the weekend.

Why is the accuracy of your CMG model low?

Unfortunately, our current data provider offers limited historical data, which impacts the accuracy of our ML model. However, as we continue to gather more data over time and add more indicators, we expect the accuracy of our model to improve.

How can I provide and share more data with you to increase your ML model accuracy?

We would greatly appreciate your contribution. Please send an email to [email protected]

Do you offer an ML model for shorter time periods, such as 5 minutes or 15 minutes?

Yes, we offer it for strategy purposes only, with intervals: 1 minute, 2 minutes, 5 minutes, 15 minutes, and 30 minutes etc.

Can I rely on your ML model to make financial decisions regarding buying or selling stocks, or is it only intended for learning purposes?

Our ML model is primarily designed for educational purposes and is not intended to provide financial advice. We strongly recommend consulting with a financial advisor before making any buying or selling decisions.

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