No-Code Zillow API Data Scraping with HAR Files (Still Works in 2024)

We all know Zillow as a household name for fantasizing about homes we may want to purchase and escape to, but they are also a very valuable resource when it comes to housing & pricing data. We'll go over why it's not possible to use an official API to access Zillow data and discuss an alternative solution for collecting Zillow data with a freemium tool we offer. We'll then perform a light data analysis on housing data we scraped in New York City to find the largest discounted homes. #housingmarket #zillow #zillowapi

0:00 Zillow as a Valuable Resource for Housing Data
0:43 In Search of Zillow's Official API - Does it Still Exist?
2:48 Scraping Zillow Data with Our Web Browser
4:27 Analyzing Zillow Data with Python
6:44 Is Time on Zillow Correlated to Discounts Offered?
7:28 Is the Rent Zestimate Correlated to the Regular Zestimate?
7:59 Predicting Zestimate from Rent Zestimate
8:40 Thoughts & Conclusions

[mackenzieleblanc]

Does this only give you data for listed houses? If yes, how would one get data for ALL housing properties in an area?

[CLAYnation.]

How can I contact you to determine if the information I want from the Zillow website can be scraped?

[rebelroadside]

Great video, that .har parser saves a ton of time. I love the pandas breakdown, really valuable resource. Keep up the great work, love your videos!