Last modified: Sep 13, 2026

Change IP Address Python Scraping

Web scraping with Python is powerful. But websites often block repeated requests from the same IP address. Changing your IP address helps you stay anonymous and avoid getting blocked. This article explains how to change your IP address when scraping with Python.

Why Change IP Address in Python Scraping?

Websites track your IP address to detect bots. If you send too many requests, they may block you. Changing your IP address allows you to continue scraping without interruption. It also protects your privacy.

Using a proxy or rotating IPs makes your scraper look like multiple users. This reduces the chance of being blocked.

Methods to Change IP Address

There are several ways to change your IP address in Python. Each method has its own benefits. Here are the most common ones:

1. Use Proxy Servers

A proxy server acts as an intermediary. It hides your real IP address. You can use free or paid proxy services. In Python, use libraries like requests with proxy support.


# Example: Using a proxy with requests
import requests

# Define proxy settings
proxies = {
    'http': 'http://123.45.67.89:8080',
    'https': 'http://123.45.67.89:8080'
}

# Send request through proxy
response = requests.get('https://httpbin.org/ip', proxies=proxies)
print(response.json())


Output:
{
  "origin": "123.45.67.89"
}

The output shows the proxy IP instead of your real one. This means your identity is hidden.

2. Rotate Proxies Automatically

Using a single proxy can still get blocked. Rotating proxies helps distribute requests across many IPs. You can use a list of proxies and switch between them.


# Example: Rotating proxies
import requests
import random

# List of available proxies
proxy_list = [
    'http://123.45.67.89:8080',
    'http://98.76.54.32:8080',
    'http://45.67.89.12:8080'
]

# Pick a random proxy
proxy = {'http': random.choice(proxy_list), 'https': random.choice(proxy_list)}

# Make request
response = requests.get('https://httpbin.org/ip', proxies=proxy)
print(response.json())


Output:
{
  "origin": "98.76.54.32"
}

Each request uses a different proxy. This reduces the risk of being blocked.

3. Use Tor Network

Tor is a free network that anonymizes internet traffic. It routes your connection through multiple nodes. This changes your IP address automatically.

To use Tor with Python, install selenium and configure it to use Tor.


# Example: Using Selenium with Tor
from selenium import webdriver
from selenium.webdriver.firefox.options import Options

# Configure Firefox to use Tor
options = Options()
options.set_preference('network.proxy.type', 1)
options.set_preference('network.proxy.socks', '127.0.0.1')
options.set_preference('network.proxy.socks_port', 9050)

# Start browser with Tor
driver = webdriver.Firefox(options=options)
driver.get('https://httpbin.org/ip')
print(driver.title)
driver.quit()

This method requires Tor to be installed on your machine. It is slower but very secure.

Using Crawlera or Bright Data

Commercial services like Crawlera and Bright Data offer smart proxy rotation. They handle IP changes automatically. These are reliable for large-scale scraping.

They manage thousands of IPs. You just send requests and they rotate IPs behind the scenes.

Handling Errors and Timeouts

When using proxies, connections can fail. Always handle exceptions in your code.


# Example: Handling proxy errors
import requests

proxies = {
    'http': 'http://123.45.67.89:8080',
    'https': 'http://123.45.67.89:8080'
}

try:
    response = requests.get('https://httpbin.org/ip', proxies=proxies, timeout=5)
    print(response.json())
except requests.exceptions.RequestException as e:
    print(f"Request failed: {e}")


Output (if proxy fails):
Request failed: HTTPConnectionPool(host='httpbin.org', ...): Max retries exceeded

Always check if the proxy is working before using it. Some proxies may be dead or slow.

Testing Your IP Address

Before and after changing your IP, test it. Use online tools or Python scripts.


# Example: Check current IP
import requests

response = requests.get('https://api.ipify.org?format=json')
print("Your IP is:", response.json()['ip'])


Output:
Your IP is: 192.168.1.1

This tells you which IP address is currently in use.

Best Practices for IP Rotation

Use a pool of reliable proxies.
Rotate IPs after a set number of requests.
Handle timeouts and errors gracefully.
Monitor your success rate.
Avoid sending too many requests too fast.

Following these tips helps you scrape more efficiently and safely.

Conclusion

Changing your IP address is essential for successful Python web scraping. Whether you use proxies, Tor, or commercial services, rotating IPs helps you avoid blocks and stay anonymous. Always test your setup and handle errors properly. With the right tools and techniques, you can scrape the web effectively and responsibly.

Change IP Address Python Scraping