ValueError: could not convert string to float: ''

This error occurs when you try to convert an empty string to a float value, which is not possible since there is no numerical value in an empty string.

To resolve this error, you should check the source of the string that you are trying to convert and ensure that it actually contains a valid numerical value. You can also add error handling to your code to handle cases where the string may be empty or contain invalid characters.