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How to scrape Amazon data using LunaProxy residential proxy
by jack

With the development of the Internet, data capture has become one of the important means of obtaining information. However, in the process of crawling data, we need to pay attention to some problems, which can be solved well by using residential proxy. This article will take LunaProxy residential proxy as an example to introduce how to use residential proxy to capture Amazon data.

1. What is LunaProxy residential proxy?

LunaProxy residential proxy is a proxy service based on home broadband network, providing stable network connection and high anonymity. Compared with data center proxies, residential proxies are more suitable for long-term data crawling tasks because their IP addresses are more stable and less likely to be blocked.

2. Why do we need residential agents to capture data?

There are several reasons to use residential proxies to scrape data:

Protect privacy and security: When using a crawler to capture data, it may be detected by the target website, thereby exposing the real IP address, leading to privacy leaks or security issues. Using a residential proxy can hide the real IP and protect user privacy and security.

Improved scraping efficiency: Residential proxies generally provide more stable network connections and faster speeds, which makes data scraping more efficient.

Hide the crawling intention: Using a residential proxy can hide the crawling intention, avoid being identified and blocked by the target website, and improve the success rate of crawling.

Meet legal and regulatory requirements: In some countries or regions, directly scraping data may violate laws and regulations. Using a residential agent avoids these legal risks.

Overall, using residential proxies can protect privacy, improve efficiency, break through limitations, hide intentions, and meet legal and regulatory requirements. 

However, please note that when using a residential proxy to capture data, you should abide by relevant laws and regulations and the website's robots.txt file regulations, and respect the website's intellectual property rights and privacy rights.

3. What should you pay attention to when crawling Amazon data?

When scraping Amazon data, we need to pay attention to the following points:

Comply with Amazon’s usage agreement and laws and regulations, and do not frequently capture data to avoid placing a burden on Amazon’s servers;

Pay attention to the legality and ethical issues of capturing data, and do not capture sensitive information or abuse data;

Pay attention to the authenticity and reliability of the data and do not use false or tampered data.

4. Code example for using proxy IP to capture Amazon data

Here is a sample code that uses Python and the requests library to scrape Amazon data through the LunaProxy residential proxy:


import requests


#Set proxy IP and port number

proxies = {

     "http": "",

     "https": "",



# Grab Amazon data

url = ""

headers = {

     "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.3"}

response = requests.get(url, headers=headers, proxies=proxies)


# Output the captured data


In this example, we first set the proxy IP and port number, and then send a GET request through the requests library to capture Amazon data. Finally, we output the captured data.

5. How to choose a residential proxy suitable for Amazon data scraping

Here are a few things to consider when choosing a residential proxy for Amazon data scraping:

Stability: Amazon's web pages have a complex structure and require a stable proxy to ensure that long-term crawling tasks are not interrupted. Choosing a residential agency service provider with a good reputation and stable service is key.

Anonymity: Privacy and anonymity need to be taken into consideration when scraping Amazon data. Choosing a high-anonymity residential proxy can protect your real IP address from being leaked and attracting unnecessary attention.

Region matching: Selecting the corresponding residential agent based on the target region can increase the accuracy and efficiency of crawling data. For example, if you need to crawl Amazon data in the United States, it would be more appropriate to choose a residential proxy in the United States.

Speed and Bandwidth: The speed and bandwidth of your residential proxy are also factors to consider. Choosing a residential proxy with fast speed and high bandwidth can speed up data capture and improve work efficiency.

Security: Make sure the residential proxy service provider you choose has a good security record and protective measures to ensure that your data is not leaked or stolen.

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