The Advantages & Disadvantages of Web Scraping Data
公開日:2021/12/17 / 最終更新日:2021/12/17
Knowledge is power. Information is liberating.” To realize access to the most effective items of information, you’re first going to want to collect some data. Web scraping, data mining and web crawling are effective methods that permit you to easily compile and store information from websites on the internet.
In this piece we will examine what is web scraping, the benefits and disadvantages of web scraping and a few of the useful use cases for scraping data.
What’s web scraping?
Web scraping refers to creating or utilizing a computer software to extract data from whole websites or just a few web pages. Also if you carry out web scraping, you can either download your complete web page or key points such as the
What are the benefits of web scraping for enterprise?
Achieve Automation
Strong web scrapers help you automatically extract data from websites, this allows you or your co-workers to save lots of time that might’ve have otherwise been spent on mundane data assortment tasks. It additionally means which you can accumulate data at greater quantity than a single human might ever hope to achieve.
Additionally it’s potential for you to create sophisticated web bots to automate online activities with either web scraping software or using a programming language corresponding to javascript, python, go or php.
Enterprise Intelligence & Insights
Web scraping data from the internet permits you to search for competitor prices, monitor their marketing activity and to swiftly market research your trade online. By downloading, cleaning and analysing data at significant volume, you’ll be able to build a greater picture of your market, your competitor’s activity which in turn will lead to better business decision making.
Distinctive and rich datasets
The internet provides you with a rich amount of text, image, video and numerical data and at the moment accommodates not less than 6.05 billion pages. Relying upon what your goal is, you could find related websites, setup website crawlers and then make your own customized dataset for analysis.
For instance, let’s pretend you’re desirous about UK football and need to understand the sports market in depth.
You could setup webscapers to collect the following info:
Video Content: To download all the football games from YouTube or Facebook.com.
Football Statistics: You may download your desired staff’s historical match statistics.
WhoScored – Goal Data.
SoccerStats.
Betting Odds: You can gather the betting odds for football matches from bookmaker’s resembling Bet365 or from player betting exchanges resembling Betfair or Smarkets.
Create applications for instruments that don’t have a public developer API
By web scraping data, you will never must depend on the website releasing a public application programming interface (API) to access the data which they show on their webpages. There are a number of benefits to web scraping in comparison to accessing a public API:
You can access and accumulate any data that’s available on their website.
You are not limited to a selected number of queries.
You don’t must sign up for an API key or have to abide by their rules.
Efficient Data Management
Instead of copying and pasting data from the internet, you may choose what data you’d like to collect from a range of websites, then you’ll be able to accurately acquire it with web scraping. For more advanced web scraping / crawling strategies your data will be stored within a cloud database, and will likely be running on a every day basis.
Storing data with automatic software and programs signifies that your company, operations or workers can spend less time copying and pasting info and more time on inventive work.
What are the disadvantages?
You will must be taught programming, use web scraping software or to pay a developer
In case you are looking to collect and organise an unlimited quantity of information from the internet, you will discover that existing web scraping software is limited in functionality. Though the software can be good for extracting a number of elements from a web web page, as soon as it is advisable crawl a number of websites they’re less effective.
Due to this fact you will need to either invest in learning web scraping techniques in a programming language similar to javascript, python, ruby, go or php. Alternatively you’ll be able to hire a freelance web scraping developer, regardless both of these two approaches will add an overhead to your data collection operations.
Websites recurrently change their construction and crawlers require maintenance
As websites repeatedly change their HTML structure, sometimes your crawlers will break. Whether or not you’re using web scraping software otherwise you’re writing the web scraping code, there is a specific amount of upkeep that needs to be regularly carried out to keep your data collection pipelines clean and operational.
For each website that you simply write a customized encoding script, adds on a certain amount of technical debt. If a lot of websites that you just’re accumulating data from suddenly determine to redesign their websites, you will need to spend money on fixing your crawlers.
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