Performing Google Search using Python CodeWeb Scraping is a process of scraping webpages and extracting details from them. Instead of regularly copying and pasting information from the web pages for a project, web scraping can be effective for this problem. But, there are few websites available for web scraping. There are different solutions for this problem:
More about google package in PythonPython provides an API named Google API, which performs Google searches easily and accurately. Like BeautifulSoup, it is also used to scape the data from Google. Installing google package in PythonAs it also depends on the BeautifulSoup, we need to install the BeautifulSoup package in Python. The module used in the google package is googlesearch. The function used in the googlesearch module to search for web pages and retrieve the URLs is search( ). Syntax of the search function in Python is: Functions and Parameters in google API in Python
Let's understand the google API by implementing it in Python. Program 1: A simple search using google API in PythonCode: Output: https://www.javatpoint.com/ https://www.youtube.com/channel/UCUnYvQVCrJoFWZhKK3O2xLg https://in.linkedin.com/company/javatpoint https://www.crunchbase.com/organization/javatpoint https://6sense.com/company/javatpoint/5c3b0417d55ae49f1b7bd6af https://javatpoint.academia.edu/JavaTpointcom https://www.facebook.com/javatpoint/ https://www.instagram.com/javatpointofficial/?hl=en https://github.com/javatpoint https://www.facebook.com/training.javatpoint/ https://unogeeks.com/javatpoint-2/ https://twitter.com/pagejavatpoint?lang=en https://www.apollo.io/companies/JavaTpoint-com/556e36377369641120dd5401 https://www.mouthshut.com/websites/Javatpoint-com-reviews-925747536 https://www.ambitionbox.com/overview/javatpoint-overview https://issuu.com/javatpoint https://www.geeksforgeeks.org/javatpoint-interview-experience/ https://www.quora.com/Is-studying-java-from-javatpoint-com-site-itself-enough-for-completing-core-Java https://www.trustpilot.com/review/www.javatpoint.com https://www.lusha.com/business/8f863326d3b3443c/ Explanation: Firstly, we have imported the google package. Then, we have given the query as javatpoint. Using the search function, we have set the values of different parameters to search the query. We have taken tld as co.in, the total number of searches as 12, the stop value as 20, i.e., it will give 20 URLs, and the lapse time as 2. Program 2: Searching an article on the google package using PythonCode: Output: https://www.simplilearn.com/tutorials/data-science-tutorial/what-is-data-science https://www.geeksforgeeks.org/major-applications-of-data-science/ https://builtin.com/data-science/data-science-applications-examples https://www.edureka.co/blog/data-science-applications/ https://online.hbs.edu/blog/post/what-is-data-science https://www.javatpoint.com/data-science https://www.knowledgehut.com/blog/data-science/top-data-science-applications-for-future https://intellipaat.com/blog/what-is-data-science/ https://www.coursera.org/articles/data-science-in-business https://www.ibm.com/topics/data-science https://www.scaler.com/topics/data-science/applications-of-data-science/ https://www.datacamp.com/blog/data-science-use-cases-guide https://www.techtarget.com/searchbusinessanalytics/feature/8-top-data-science-applications-and-use-cases-for-businesses https://www.investopedia.com/terms/d/data-science.asp https://en.wikipedia.org/wiki/Data_science https://data-flair.training/blogs/purpose-of-data-science/ https://aws.amazon.com/what-is/data-science/ https://data-flair.training/blogs/data-science-applications/ https://www.techtarget.com/searchenterpriseai/definition/data-science https://www.mygreatlearning.com/blog/what-is-data-science/ https://hbr.org/2018/08/what-data-scientists-really-do-according-to-35-data-scientists https://domino.ai/blog/10-interesting-uses-of-data-science https://www.analyticssteps.com/blogs/10-data-science-applications-real-life https://www.analyticsvidhya.com/blog/2015/09/applications-data-science/ https://www.w3schools.com/datascience/ds_introduction.asp Explanation: We have searched the article "Uses of Data Science" using the google module in Python. We have set the total number of searches as 14 and the stop value as 25, giving 25 results. We have taken the lapse of 4, which takes more time to search. Program 3: Infinite searching with google API in PythonCode: Output: https://www.simplilearn.com/what-skills-do-i-need-to-become-a-data-scientist-article https://towardsdatascience.com/top-10-skills-for-a-data-scientist-in-2020-2b8e6122a742 https://www.coursera.org/articles/data-scientist-skills https://www.geeksforgeeks.org/top-7-skills-required-to-become-a-data-scientist/ https://www.interviewbit.com/blog/data-scientist-skills/ https://www.tableau.com/learn/articles/data-science-skills https://www.datacamp.com/blog/top-15-data-scientist-skills https://www.springboard.com/blog/data-science/data-science-skills/ https://www.edureka.co/blog/data-scientist-skills/ https://www.analyticsvidhya.com/blog/2023/07/data-scientist-skills/ https://www.knowledgehut.com/blog/data-science/data-science-skills https://www.projectpro.io/article/top-10-data-science-skills-to-master-in-2021/134 https://www.indeed.com/career-advice/resumes-cover-letters/skills-for-a-data-scientist https://emeritus.org/in/learn/top-10-skills-for-a-successful-data-scientist/ https://www.kdnuggets.com/2023/04/top-19-skills-need-know-2023-data-scientist.html https://www.techtarget.com/searchbusinessanalytics/feature/The-most-in-demand-data-science-skills-you-need https://www.kdnuggets.com/2018/05/simplilearn-9-must-have-skills-data-scientist.html https://www.scaler.com/topics/data-science/data-scientist-skills/ https://www.mygreatlearning.com/blog/data-scientist-skills/ https://intellipaat.com/blog/data-scientist-skills/ https://www.udacity.com/blog/2020/11/skills-to-launch-data-science-career.html https://www.stratascratch.com/blog/what-skills-do-you-need-as-a-data-scientist/ https://365datascience.com/career-advice/career-guides/5-skills-data-science-job/ https://www.linkedin.com/pulse/top-skills-data-scientists-2022-michael-spencer- https://www.usdsi.org/data-science-insights/data-science-skills-vs-tools-what-matters-the-most-for-data-scientists https://bootcamp.berkeley.edu/blog/data-scientist-skills/ https://www.koenig-solutions.com/blog/data-scientist-skills https://www.skillsyouneed.com/rhubarb/skills-data-scientist.html https://medium.com/@springboard_ind/what-are-the-required-skills-for-data-science-cc8b6f8cd11 .... Explanation: In this, we have searched the topic "Basic skills for data science" using the google package in Python. We have set the stop value as None. It means it will give infinite searches. It gives all the possible searches related to the query. We can check the results by searching the query on the google itself. We will get the same results as the output by the google API. Python is such a versatile language that it offers us functions and modules that help to search from search engines like Google directly from the code. With the help of these APIs and libraries, it gives way to automation, scraping, data extraction, etc. |
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