Introduction Let’s observe how to extract MercadoLibre product data with BeautifulSoup & Python in an easier and refined manner. So, primarily, you require to make certain that you have Python 3 already installed and if you are not having that, just install the Python 3 before doing any proceeding. pip3 install beautifulsoup4 In addition, we also need library’s requests, lxml, as well as soupsieve, to extract data, break that to XML, as well as make use of CSS selectors. After that, install them with pip3 install requests soupsieve lxml After the installation, open the editor as well as type # -*- coding: utf-8 -*- from bs4 import BeautifulSoup import requests Then, visit the search page of MercadoLibre and study the data, which we can have. It will look like this: mercado-site-page Now, let’s come back to code we have created and get data by assuming that we are using a browser similar to that. # -*- coding: utf-8 -*- from bs4 import BeautifulSoup import requests headers = {'User-Agent':'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_2) AppleWebKit/601.3.9 (KHTML, like Gecko) Version/9.0.2 Safari/601.3.9'} url='https://listado.mercadolibre.com.mx/phone#D[A:phone]' response=requests.get(url,headers=headers) Then, save it with the file name of scrapeMercado.py. In case you run it. python3 scrapeMercado.py You can observe the full HTML page. At the moment, let’s use the CSS selectors and find the necessary data… To perform that, we need to utilize Chrome as well as open an examined tool. We inform that with the class ‘.results-item.’, we have all the separate product data together. Coding-Image If, you notice that this blog’s title is restricted in the elements within results or item classes, we can have it like that. source code: https://www.retailgators.com/how-to-extract-mercadolibre-with-python-and-beautifulsoup.php