Proxy IP for Airbnb Dataset: Residential Proxy IP for Airbnb Data Collection

What's the point of proxy IP grabbing Airbnb data anyway?

Recently, a number of friends who are doing B&B operation asked me how to get the data of listing price and room type information on Airbnb in bulk. Here's the honest truth for the guys -IP harvesting with residential proxies is the most reliable. For example, if you want to analyze the rent trend in a certain area or monitor the price adjustment strategy of competitors, it is definitely not realistic to copy the data manually.

Here is a real case: Hangzhou Wang team last year with ordinary servers directly catch Airbnb, the results just caught 200 pieces of data IP was blocked. Later, they changedipipgo's high stash of residential agentsThe company collected data for 3 days without any problem, and finally successfully got 20,000+ listings data to make a competitor's analysis report.

Three big pits to avoid when choosing a proxy IP

There are all sorts of agency providers on the market, but you have to be especially careful about catching platforms like Airbnb:

Here's the kicker.Residential agent for ipipgoThe IPs in their house are all real home broadband, and each IP can be used for up to 6 hours. The key thing is that it supports automatic IP replacement, which is especially practical for scenes that require continuous acquisition.

Hands On Configuration

Here's a chestnut in Python, remember to create an API key in the ipipgo backend first:

import requests

proxies = {
    'http': 'http://用户名:密码@gateway.ipipgo.com:端口',
    'https': 'http://用户名:密码@gateway.ipipgo.com:端口'
}

response = requests.get('https://www.airbnb.com/api/v2/homes', proxies=proxies)
print(response.json())

Be careful to set a reasonable request interval, between 3-5 seconds is recommended. If the crawl frequency is too high, even residential agents can't carry it. It is recommended to use a random delay, so that it is less likely to be recognized.

Frequently Asked Questions in Practice QA

Q: Why is it still blocked after using a proxy?
A: Check three things: 1. whether to use a high anonymity proxy 2. whether the request header has a browser fingerprint 3. whether to deal with cookies

Q: What should I do if I disconnect halfway through the acquisition?
A: ipipgo's client supports automatic reconnection, it is recommended to enable the failure retry function and set the retry interval for 3 times.

Q: What's wrong with incomplete data capture?
A: Maybe the target site uses dynamic loading, you need to use Selenium with proxy. Remember to add page scrolling and element waiting in the code.

Why do you recommend ipipgo?

Real experience after using them for more than two years: theirDynamic residential agent poolIt is indeed stable, especially when doing cross-border data collection, it can automatically match the local IP of the target region. last time I helped a customer to capture the data of US B&B, the result captured by California IP is 30% more listing information than that captured by Hong Kong IP.

There's a hidden advantage--Supports pay-per-useThe first is to pay for a monthly subscription. Unlike some platforms that require a monthly subscription, the pay-as-you-go model saves a lot of money for small and medium-sized projects. Recently found that they have a new IP survival status real-time query function, this is particularly useful when doing long-term monitoring.

Finally, to remind the novice friends: to collect data to comply with the rules of the site, it is recommended to control the amount of daily capture, the best time to operate. Encounter CAPTCHA don't hard just, the use of coding services to use, after all, the proxy IP is also to cost well.