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as 11-08-2024 11:39am EST

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Stocks

Consumer Discretionary

Broadcasting

Nasdaq

Townsquare Media Inc is a radio, digital media, entertainment, and digital marketing solutions company principally focused on being the premier local advertising and marketing solutions platform in small and mid-sized markets across the United States. It has three segments which are Subscription Digital Marketing Solutions, Digital Advertising, and Broadcast Advertising. It earns the majority of the revenue from the Broadcasting Advertising segment, which includes its local, regional, and national advertising products and solutions delivered via terrestrial radio broadcast. Its portfolio includes local media brands such as WYRK.com, WJON.com, and NJ101.5.com, and premier national music brands such as XXLmag.com, TasteofCountry.com, UltimateClassicRock.com, and Loudwire.com.

More About Our TSQ ML Model...

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

To train our stocks TSQ 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 TSQ 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 TSQ 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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