Twitter Data Acquisition: Compliance Acquisition Tweets Programs

Hands-on with proxy IPs to mess with Twitter data

Recently, a lot of friends doing data analysis asked how to compliantly grab Twitter public data. This thing is not difficult, the key must use the right method. Today we will talk about how to use proxy IP to work safely and efficiently, especially with ipipgo such professional service providers, can save a lot of heart.

Why do I have to use a proxy IP?

For example, if you go through the same gatekeeper every day in and out of your neighborhood, won't you be remembered by the security guard sooner or later? The server is also the same reason. Directly with their own IP wild brush interface, minutes will be limited flow or even blocked. Proxy IP is like changing a different vest every day to go out, the specific benefits see this table:

How to pick a reliable proxy service provider

Proxy IPs on the market are a mixed bag, focus on three hard indicators:

1. IP Survival TimeShort-lived dynamic IPs are more secure than fixed IPs, and it is recommended that you choose one with a survival period of 3-10 minutes.
2. Geographic coverage: To be able to switch the export IP of different regions
3. Success rate of requests: Direct passes below 95%

Like ipipgo their home to do dynamic residential agent quite professional, IP pool not to mention large, but also comes with automatic replacement mechanism. The last time I helped a customer do public opinion monitoring, using his family service ran for 72 hours without any problems.

Sample code

Write a basic collection script in Python and remember to pair it with a proxy:

import requests
from itertools import cycle

 List of proxies provided by ipipgo
proxy_pool = [
    'http://user:pass@gateway.ipipgo:8001',
    'http://user:pass@gateway.ipipgo:8002', ...
     ... Other proxy nodes
]

proxy_cycle = cycle(proxy_pool)

def fetch_tweet(keyword).
    current_proxy = next(proxy_cycle)
    try.
        resp = requests.get(
            'https://api.twitter.com/2/tweets/search/recent',
            params={'query': keyword}, proxies={'http': current_proxy_cycle')
            params={'query': keyword}, proxies={'http': current_proxy},
            timeout=15
        )
        return resp.json()
    except Exception as e.
        print(f'Request failed with {current_proxy}, automatically switch to the next one')
        return fetch_tweet(keyword)

Note that this is to be paired withUser-Authenticated AgentsThe free proxies that are available to the public, nine out of ten of those things don't work. ipipgo's background can directly generate a proxy address with authentication, copy and paste it to use it.

Guide to avoiding the pit

Common rollover sites:
- No control over request interval → error 429 triggered
- Poor proxy IP quality → Frequent CAPTCHA
- User agent head not randomized → recognized as a robot

Solution:
1. sleep for a random time after each request (0.5-3 seconds)
2. Browser fingerprinting function provided by proxy service providers
3. Regular cleaning of cookies

QA session

Q: Will I be blocked for collecting data?
A: Compliance API + proxy IP is basically no problem, do not use crawlers to dislike the web side!

Q: How much IP do I need to prepare?
A: If you collect 10,000 pieces of data per day, 50 dynamic IPs are enough. ipipgo's package has a flexible expansion option, so you can temporarily add IPs in case of a sudden increase in traffic.

Q: What should I do if I encounter a CAPTCHA?
A: Immediately switch to a new IP, do not try the same IP over and over again. ipipgo's residential proxy comes with a CAPTCHA cracking service, which can save a lot of work.

Let's get real.

Proxy IP this thing looks simple, the actual use of a lot of pits. Before the figure of a cheap service, the results of the collection to the key time IP hanging, almost delayed the progress of the project. Later change ipipgo exclusive IP pool, obviously feel the success rate up. Their technical customer service is quite reliable, midnight problems can be found, do long-term projects, it is recommended that directly on the annual package.

Lastly, I would like to remind you that you should always follow the rules of the platform to collect data. Don't catch an interface fierce grip, reasonable setting request frequency, with high-quality proxy IP, this is the long-term solution.