How To Rotate Proxy For Data Scraping In 2026: Avoid Bans & Boost Success

1import requests
2from itertools import cycle
3
4proxies = [
5    "http://121.136.189.231:60001",
6    "http://113.160.132.195:8080",
7    "http://122.10.225.55:8000"
8]
9
10proxy_pool = cycle(proxies)
11
12for _ in range(5):
13    proxy = next(proxy_pool)
14    try:
15        response = requests.get(
16            "https://httpbin.io/ip",
17            proxies={"http": proxy, "https": proxy},
18            timeout=5
19        )
20        print(f"Success: {proxy} | {response.text}")
21    except Exception as e:
22        print(f"Failed: {proxy} | {str(e)}")
23
24

1import requests
2import random
3
4proxies = [...]  # Your proxy list
5
6for _ in range(5):
7    proxy = random.choice(proxies)
8    try:
9        response = requests.get(
10            "https://httpbin.io/ip",
11            proxies={"http": proxy, "https": proxy},
12            timeout=5
13        )
14        print(f"Success: {proxy} | {response.text}")
15    except Exception as e:
16        print(f"Failed: {proxy} | {str(e)}")
17
18

1import requests
2from requests.adapters import HTTPAdapter
3from urllib3.util.retry import Retry
4
5session = requests.Session()
6retries = Retry(total=3, backoff_factor=1)
7session.mount('http://', HTTPAdapter(max_retries=retries))
8session.mount('https://', HTTPAdapter(max_retries=retries))
9
10# Use the same proxy for multiple requests
11proxy = "http://121.136.189.231:60001"
12session.proxies = {"http": proxy, "https": proxy}
13
14

1geo_proxies = {
2    "US": "http://us-proxy:port",
3    "UK": "http://uk-proxy:port",
4    "DE": "http://germany-proxy:port"
5}
6
7for country, proxy in geo_proxies.items():
8    response = requests.get(
9        "https://httpbin.io/ip",
10        proxies={"http": proxy, "https": proxy}
11    )
12    print(f"Country: {country} | IP: {response.json()['origin']}")
13
14

1import aiohttp
2import asyncio
3
4async def check_proxy(session, proxy):
5    try:
6        async with session.get(
7            "https://httpbin.io/ip",
8            proxy=f"http://{proxy}",
9            timeout=10
10        ) as response:
11            print(await response.text())
12    except Exception as e:
13        print(f"Proxy {proxy} failed: {str(e)}")
14
15async def main():
16    proxies = open("proxies.txt").read().splitlines()
17    async with aiohttp.ClientSession() as session:
18        tasks = [check_proxy(session, proxy) for proxy in proxies]
19        await asyncio.gather(*tasks)
20
21asyncio.run(main())
22
23

1from fake_useragent import UserAgent
2ua = UserAgent()
3headers = {"User-Agent": ua.random}
4
5

1import time
2import random
3time.sleep(random.uniform(1, 3))
4
5

1def is_proxy_alive(proxy):
2    try:
3        requests.get("http://example.com", proxies={"http": proxy}, timeout=5)
4        return True
5    except:
6        return False
7
8

1proxy = "http://USERNAME:[email protected]:8100"
2response = requests.get(
3    "https://target.com",
4    proxies={"http": proxy, "https": proxy}
5)
6
7