Phishing URL Detection

Hello everyone! Is there anybody working in machine machine learning? Actually i was building a project called phishing URL and Spam Text (Smishing) Detection using Machine Learning based on cybersecurity. I am very beginner to this and willing to complete my project as soon as possible for my final year defense program. But due to a limited configuration of my home network, i took 18,000 url data with status out of 8,22,000 randomly and extracted 29 additional features (which i thought relatable). Now, after testing it with AI Models, it’s not taking the url and saying that it expects 29 features which i inserted. Now how can i assign url to test this and move further?

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