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Scraping google search results using python

This python tutorial show how to scrape google search results based on a set of keyword queries and automate google search in python. We use seo function from ecommercetools package. Use-case: I want to automate the scraping and storing results from google search engine based on a set of keywords and queries using Python. One possible use-case for this scraping could be a need for finding news or contextual information or article around some topical issues in various locations or communities. Another use-case could be marketing purpose. For instance, a need to find the social media links and contacts for certain target group individuals with certain working roles in communities or locations from google search. Of course there are many more use-cases using google search possible. Related links for this video: • a complementary blog with step-by-step tutorial, for more clarification on this video: https://winswithdata.com/?p=283 • code script template solution and data sample files for this video are available to download in this blog: https://winswithdata.com/?p=283 Please like this video and subscribe to the channel for more tutorial videos, particularly with a focus on: • to provide ready-to-execute solutions to achieve data goals of professionals regardless of your previous knowledge on technical background of programming and data. • a series of data and business insight from the perspective of an economist and applied data scientist in industry for those interested in the "under the hood" of the data related topics. About me: I am Dimo, an economist with a data science focus in industry. I am sharing my productivity, tech-solution, data visualization and analysis experiences, statistical - econometrics - machine learning interpretations in format of how-to tutorials in this channel. My Social Media Links & Profiles: Facebook:   / winswithdata   Twitter:   / winswithdata   Youtube:    / @winswithdata   Web blog: http://winswithdata.com/ Dailymotion: https://www.dailymotion.com/winswithdata DTube: https://d.tube/c/winswithdata100 Credit Music:    • Smooth Jazz No Copyright || Free Down...   00:00 Introduction 01:20 step1: packages 02:34 Step2: data query keywords 03:48 step3: create query list 04:51 Step4: scrape google and store results 07:47 final output overview 09:41 store and save final output