[PDF] address standardization using python

Python - Python has a library ready to be installed that uses probabilistic address standardization, which allows you to customize your library. Simply use the StandardizeAddresses function. You can also fully code an address standardization solution yourself with Python (if you have the knowledge and experience).
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  • How to do standardization in Python?

    USPS address standardization means transforming addresses according to the USPS addressing standard. According to USPS, a standardized address spans three lines and covers the name of the receiver in the first line, street address in the second one, and the city, state, and zip code in the third line.

  • How do you standardize an address?

    Standardization is a scaling technique wherein it makes the data scale-free by converting the statistical distribution of the data into the below format: mean - 0 (zero) standard deviation - 1.

  • What is standardization in Python?

    An Address Validation API or verification API is an application programming interface (API) that verifies postal information automatically. US address validation APIs normalize addresses to match the standards of the USPS.
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