Twitter Dataset: Social Media Datasheet Download

Why does messing with data always get you stuck with Twitter?

Anyone who's ever done a Twitter data crawl must have encountered this situation: the script was running fine when it suddenly prompted the"Excessive frequency of requests"Or they may just pop a CAPTCHA on you. What's more, sometimes they block your IP address directly, so you can't even keep your account. This is like setting up a stall in a vegetable market, just opened up the city police stared at, business can not be done.

Actually, Twitter's anti-crawl mechanism recognizes two main things:Account Behavior Tracksrespond in singingIP address characteristicsThe first thing you need to do is to use your home broadband IP to send out requests. Assuming that you have been using your home broadband IP to send wild requests, it is like wearing the same clothes to steal watermelons every day, it is strange not to be discovered. This time you need to like ipipgo this kind of professional proxy service, to give you every request areChange your vest., making the platform think that a different person is using it for each operation.

Teach you how to build a proxy pool by hand

Here's a simple Python example, using the requests library with ipipgo's rotating agent:

import requests

proxies = {
    "http": "http://user:pass@gateway.ipipgo.com:9020",
    "https": "http://user:pass@gateway.ipipgo.com:9020"
}

response = requests.get(
    "https://api.twitter.com/2/tweets/search/recent",
    params={"query": "Blockchain"},
    proxies=proxies,
    timeout=10
)

Here's the kicker: ipipgo'sDynamic Residential AgentsComes with a user authentication system , than those who have to get their own authorization code service to save a lot of trouble . Pay attention to look at the code in the gateway address, this is their exclusive intelligent routing system, can automatically allocate the optimal node.

Practical tips for avoiding the acquisition minefield

Here are a few pointers summarized in blood and guts:

Special reminder: use ipipgo with an opensession hold modeThis feature allows requests from the same session to go to the same exit IP to avoid anomalous behavioral trajectories. Their backend can also see real-time IP health, and nodes that are flagged are automatically culled when they encounter them.

White Frequently Asked Questions First Aid Kit

Q: Why use a paid proxy? Don't the free ones smell good?
A: free agent nine out of ten is a pit, either slow as a tortoise, or early blacklisted by the platform. ipipgo's IP pool is updated every day 20% or more, dedicated delay can be controlled within 200ms.

Q: What should I do if my IP is blocked halfway through the collection?
A: In the admin panel of ipipgo there is aemergency lane changebutton to switch the whole IP segment within 30 seconds. It is recommended to also enable the automatic switching mode and set it to change the exit IP every 50 requests.

Q: How can I tell if a proxy is in effect?
A: Visit https://ip.ipipgo.com/check This exclusive detection page shows the geographic location and network type of the current exit IP in real time.

Private configurations for data veterans

Showing you my crawler configuration file (some of the parameters):

 Proxy Settings
ROTATING_PROXY = True
PROXY_GATEWAY = 'gateway.ipipgo.com:9020'
IP_REUSE_LIMIT = 50 Number of uses per IP
BAN_CHECK_INTERVAL = 30 Blocking detection interval

 Request Parameters
DELAY = (3, 8) random delay range
RETRY_TIMES = 3 Number of failed retries

This configuration works in conjunction with ipipgo'sBusiness Edition PackageThey have a very good technical service - they can customize the service to suit your needs. Their technical service also has a masterpiece - it can be customized on demand!Country-City-OperatorThe Trinity's precise location IP is suitable for scenarios that require geographically labeled data.

As a final word, engaging in data collection is like fighting a guerrilla war; the key is toflexible and changeableThe most important thing is that the IP pool is deep enough and clean enough. Choose the right proxy service is equivalent to a reliable ammunition supply, ipipgo with this two years down, the biggest feeling is that their IP pool is deep enough and clean enough, out of the problem of technical response is also fast, than some hanging with the head of a sheep to sell the dog meat service provider is much more.