The library is relatively easy to use allows for the usage of proxies and multi-threading. In a simple recommending system we used requests library to scrape the vacancies data. In this article we demonstrate how to obtain and test free proxies by using python and libraries such as requests, selenium, BeautifulSoup and NumPy. Where is my proxy?ĭifferent proxies have different purposes and we use them according to their features and the desired result. Thus, you reduce the risk of getting banned and can obtain data for research. Hence, if you rotate proxies with each request, the endpoint will recognize them as separate ones since they are coming from different IP addresses. Since the proxy hides and overlays your authentic IP address with its own IP, the destination server can only see the IP of the proxy. What is a proxy server?Ī proxy server is a remote server through which you connect to obfuscate your initial address. Therefore in order to scrape data anonymously and prevent your IP from being blocked by the web server, we recommend that you use a proxy server. However, many limit the number of requests from one IP address. Some websites and companies provide easier and more convenient way to access the data than others. To conduct the data analysis, for example during the market research, we first need to determine the scope and collect the necessary data.
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