{"repo":"oxylabs/how-to-scrape-google-trends","free":true,"listed":false,"github":"https://github.com/oxylabs/how-to-scrape-google-trends","clone":"git clone https://github.com/oxylabs/how-to-scrape-google-trends.git","description":"Learn step-by-step how to scrape Google Trends data and make a result comparison using Python and Oxylabs SERP API. Extract keywords, their popularity, breakdown by region, related queries, and more.","language":"Python","stars":2836,"topics":["google","google-trend","google-trend-api","google-trend-strategy","google-trends","google-trends-api","google-trends-crawler","google-trends-scraper","python","scraper"],"license":null,"category":"scrapers-browser-automation","readme_excerpt":"How to Scrape Google Trends Data With Python - Why scrape Google Trends data? - 1. Install libraries - 2. Send a request - 3. Save results to CSV - 4. Create a result comparison This article provides step-by-step instructions on how to get Google Trends data with Python and SERP Scraper API (a part of Web Scraper API), which requires a paid subscription or a free trial . Why scrape Google Trends data? Here are some of the uses for scraped Google Trends data: - Keyword research: Google Trends is widely used among SEO specialists and content marketers. Since it provides insights into the past and present popularity of search terms, these professionals can tailor their marketing strategies to gain more website traffic. - Market research: Google Trends data can be used for market research, helping businesses understand consumer interests and preferences over time. For example, e-commerce businesses can use Google Trends search insights for product development. - Societal research: Google Trends website is a valuable resource for journalists and researchers, offering a glimpse into societal trends and public interest in specific topics. These are just a few examples. Google Trends data can also help with investment decisions, brand reputation monitoring, and other cases. 1. Install libraries For this guide, you'll need the following: - Credentials for SERP Scraper API – you can claim a 7-day free trial by registering on the dashboard; - Python; - Requests library to make requests;","default_branch":null,"files":null,"tree":[],"storefront":"/r/oxylabs","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/oxylabs/how-to-scrape-google-trends/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}