Hands-On Python Gathering LinkedIn Recruiting Data
The old iron engaged in data collection know that LinkedIn's job information is like a gold mine, but the platform's anti-climbing mechanism is stricter than the cell gates. This is the time to move out of our killer -proxy IPThe first thing you need to do is to understand the rules of the game. Don't rush on the code, first figure out the rules of the game: LinkedIn allows public data grabbing, but have to follow the rules like a supermarket, don't empty the shelves.
Why is your crawler always blocked?
Many newbies tend to fall into these potholes:
1. single IP high-frequency requests (like using the same face 100 times a day to swipe the access control)
2. request header without browser fingerprints (like running naked into a place that requires formal wear)
3. ignoring robots.txt rules (like breaking into an employee-only lane)
This is the time to useProxy services for ipipgoto cover, their residential proxy IP pool is large enough that the platform can't tell if it's a real person or a program with each request for a different vest.
Real-world code is safe to write this way
Straight to dry, remember to change the proxy configuration to your own ipipgo account:
import requests
from time import sleep
import random
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'
}
headers = {
'Accept-Language': 'en-US,en;q=0.9'
}
def safe_crawler(url).
try.
resp = requests.get(url, headers=headers, proxies=proxies, timeout=15)
Randomly stopping like a human
sleep(random.uniform(1, 3))
return resp.json()
except Exception as e.
print(f "Request Exception: {str(e)}")
The automatic IP switching function needs to be implemented with the ipipgo API.
Proxy IP Selection with Care
There are two types of agents on the market, let's compare them in a table:
typology | Applicable Scenarios | ipipgo program |
---|---|---|
Residential Agents | Highly anonymous scene | Real User IP Pool |
Data Center Agents | Rapid response to demand | Dedicated Bandwidth Channel |
Recommended for newbies firstMixed dialing mode for ipipgoThe system will automatically assign the optimal line. Don't be tough when you come across a CAPTCHA, get on the automated coding tool to work with it.
Veteran Driver Experience Package
These parameters are tuned to keep the peace:
- Request interval ≥1.5 seconds
- Single IP request ≤500 times per day
- Work with browser fingerprint rotation
- Monitor IP health of ipipgo backend
If you see a return of 429 status code, stop and have a cup of tea and wait half an hour to fight again. Don't play with the platform, we want to be a long time.
Frequently Asked Questions
Q: Is it okay to use a free proxy?
A: Never! Free IPs have been blacklisted for a long time, use ipipgo's commercial proxies to be on the safe side!
Q: Is data collection legal?
A: Catch only publicly visible data, don't touch users' privacy, and don't exceed 500 requests per hour.
Q: How does ipipgo ensure IP freshness?
A: Their family automatically updates the IP pool every 5 minutes and supports customization of the survival time by business scenarios
As a final reminder, reptiles are not money-printing machines.Reasonable control of acquisition frequencyIt's the long term solution. Use ipipgo's smart scheduling feature, set the request rate threshold, and make the program as natural as a real person browsing. Remember to clean the data when it arrives, don't let the dirty data pollute your analysis model.