Unlocking Local Insights: Income by Zip Code This blog article explores the value of analyzing income by ZIP code for marketers, real estate professionals, and analysts. It outlines how localized income data can drive smarter decisions in targeting, expansion, and performance benchmarking. The post also features a sample Python script that takes a ZIP code, radius, and income threshold as inputs, then identifies nearby ZIP codes with higher-than-threshold average incomes using IRS data. Practical use cases and ideas for extending the script are included to help teams turn raw data into strategic insights. June 12, 2025 By Ricardo Rangel Tutorials Income by Zip Code, Python, Use Case, Zip Code API Loading Disqus... Read More »
Python Code to Enhance Zip Codes This blog article explains a simple Python code that opens a file with a list of zip codes and leverages the Zip Code Data API to add additional attributes about the zip code into a new enhanced file. November 21, 2022 By Ricardo Rangel Tutorials Python, Zip Code API Loading Disqus... Read More »