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as 07-19-2024 4:00pm EST

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Stocks

Consumer Discretionary

Department/Specialty Retail Stores

Nasdaq

With over 20,000 locations, Dollar General's banner is nearly ubiquitous across the rural United States. Dollar General serves as a convenient shopping destination for fill-in store trips, with its value proposition most relevant to consumers in small communities with a dearth of shopping options. The retailer operates a frugal store of about 7,500 square feet and primarily offers an assortment of branded and private-label consumable items (80% of net sales) such as paper and cleaning products, packaged and perishable food, tobacco, and health and beauty items at low prices. Dollar General also offers a limited assortment of seasonal merchandise, home products, and apparel. The firm sells most items at a price point of $10 or less.

More About Our DG ML Model...

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

To train our stocks DG 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 DG 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 DG 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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