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as 04-18-2025 1:37pm EST

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Stocks

Consumer Discretionary

Retail-Auto Dealers and Gas Stations

Nasdaq

Group 1 owns and operates 39 collision centers and 258 automotive dealerships in the US and the UK, offering 35 brands of automobiles altogether. Slightly over half of the stores are in the US with locations mostly in metropolitan areas in 17 states in the Northeast, Southeast, Midwest, and California. Texas alone contributed 33.5% of new-vehicle unit volume in 2024 and the UK 22.6%. Texas, Massachusetts, and California combined was 48.5%. Revenue in 2024 totaled $19.9 billion. The August 2024 Inchcape UK deal adds about $2.7 billion of annual revenue and 54 stores to bring the UK store count to 114. The firm entered the UK in 2007. Group 1 was founded in 1995 and is based in Houston.

More About Our GPI ML Model...

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

To train our stocks GPI 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 GPI 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 GPI 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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