Category: Data Summary
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Climate Data
In this example we use VerbaGPT to analyze some climate data. We use publicly available data from IMF. Video: Coming soon… We start by asking a simple data question. User question: Give me the temperature change in USA for 2015. VerbaGPT response: Cost of query: $0.00 Temperature change in USA for 2015: 1.531 Nice, clean…
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Multiple Models
In this example we ask VerbaGPT to give us the top 5 models to predict a variable. Video: User question: Give me the top 5 models to predict Rings. use r2 as performance metric VerbaGPT response: Cost of query: $0.00* * Using open-source llama4-maverick model from OpenRouter Random Forest: 0.5727 Gradient Boosting: 0.5616 Linear Regression:…
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Rank Top Drivers
In this example we ask VerbaGPT to give us a ranked list of variables that drive a target variable’s value. In this example we use the famous (in data modeling) Abalone dataset . Video: User question: Rank the top 5 variables that explain the variation in Rings VerbaGPT response: Cost of query: $0.00* * Using…
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Vague/Complex Ask
In this example we ask a vague question that isn’t straightforward, and requires joining tables in a relational database (Chinook) to give a response. Let’s see how VerbaGPT does. When I asked the question, I had “U2” in mind. Video: User question: Rank the top selling albums by that famous irish band. VerbaGPT response: Cost…
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SQL Table Joins
In this example we ask a a question that requires joining tables in a relational database (Chinook) to give a response. Video: User question: Give me the top 10 selling artists. VerbaGPT response: Cost of query: $0.00 Answer: (‘Iron Maiden’, 140) (‘U2’, 107) (‘Metallica’, 91) (‘Led Zeppelin’, 87) (‘Os Paralamas Do Sucesso’, 45) (‘Deep Purple’,…
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Summary Table
In this example we ask a simple question that gives counts of data. Video: User question: Give me a table of artist names from the data, sorted alphabetically. VerbaGPT response: Cost of query: $0.00 Answer: A Cor Do Som Aaron Copland & London Symphony Orchestra Aaron Goldberg AC/DC Academy of St. Martin in the Fields…