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Browse Our Top Rated Data Scrapers

Raja W.Python developer/Data analyst, Pakistan
$9 /hr
0 Years Exp.
I am a certified data analyst from Pakistan.ai.I also have some experience of working with Django as well. I have also done web scrapping using python...Read More
Monicah N.Software Quality Assurance engineer, Kenya
$22 /hr
10 Years Exp.
I have over 10 years+ experience with 6 years working remotely as a quality assurance and technical analyst for a US-based company. My main role is t...Read More
Microsoft Office Masters Certificate Holder (Word, Powerpoint 2016) Passed the Certification Program of Microsoft Office Word and Power Point 2016 App...Read More
Luqman Data Entry Expert, Pakistan
$5 /hr
15 Years Exp.
I will be your Personal Data entry Expert and Virtual Assistant: Are you tired of doing your every day's task? Don't worry you are at right...Read More
Md Main Expert Digital Marketer & SEO, India
$25 /hr
5 Years Exp.
I am working in the field of Digital Marketing and SEO since 2015. I will maintain the virtual growth of your business and provide effective SEO with...Read More
Do you Want someone who is having abilities to Manage You Amazon Business? Do you want a person who can Help you to give a Tremendous Growth to your...Read More
Arpita D.Be your ultimate virtual assistant, India
$10 /hr
7 Years Exp.
I involve in Data entry, e-commerce product uploads, Web research, LinkedIn research, Classified Ad posting, Lead Generation, Virtual assistant, WordP...Read More
Manoj B.Developer, India
$15 /hr
1 Years Exp.
Web scrapper. Good experience in crawling webpages
Jhayco D.Data Entry Specialist / Graphic Designer, Philippines
$10 /hr
3 Years Exp.
I graduate Bachelor of Science Information Technology and a Skilled Data Entry Specialist for 3 years. -Fast and accurate typing ability for extensive...Read More
Abhinav K.Senior Data Scientist, India
$15 /hr
8 Years Exp.
Experienced Data Scientist with over 8 years of industry experience and a demonstrated history of working in the Product and services industry. Skille...Read More
Jayakrishnan Expert in Data Entry, India
$7 /hr
2 Years Exp.
I am a full-time freelancer and worked for 2 years in multinational companies. My expertise is in the following field : 1. Web Development 2. Data...Read More
For over a year now, I have been managing a team of Virtual Assistants taking care of an online business. I have been doing various tasks such as keyw...Read More
Bharat I am Ml Engineer and Competitive Coder, India
$10 /hr
1 Years Exp.
I am a certified Ml Engineer and technology enthusiastic.
2 years experience as virtual Assistant and 4 year experience at Team Leader in local company.
Ibaakee L.Software Developer, Nigeria
$30 /hr
2 Years Exp.
I am a Django Developer with 3 years of experience, I design my front-end in React and use Django APIs to serve my backend.... Clean UI and less st...Read More
Peter Proffessional Virtual Assistant, Kenya
$15 /hr
5 Years Exp.
I am a hard working, self-motivated individual who always gets the job done - and even if it takes asking questions - gets it done right! After six...Read More
Malcolm M.Systems and tools developer, United Kingdom
$12 /hr
67 Years Exp.
I am a self-taught web/database developer with an academic background in law and languages. I develop full stack solutions using Ruby on Rails; write...Read More
Nitin I.web developer , India
$4 /hr
5 Years Exp.
With 5 years of long history in WordPress designing and troubleshooting, I have polished my skills to the next level. You can take my services regardi...Read More
Dawson D.Freelance Developer, India
$20 /hr
5 Years Exp.
I've been a Full Stack Developer for the past 8 years. I'm proficient with Python and Flask, and have worked with a multitude of other techn...Read More
Eliue Data analyst, Kenya
$4 /hr
2 Years Exp.
i am a statistics graduate from a recognized university in my country, i have got adequate skills in the field of data science and i have worked with...Read More
Shovon P.Virtual Assistant , India
$4 /hr
2 Years Exp.
I am a certified Communication Engineer having freelancing experience of more than 2 years. I am ambitious, reliable, and trustworthy.
Nitesh B.Web developer, India
$9 /hr
1 Years Exp.
I am a web development professional
Yudhaamanyu Web Scraping Expert | Automation Engineer, India
$10 /hr
4 Years Exp.
I have 4+ years of experience in creating automation scripts mainly using selenium. I have worked on many different kinds of websites and created sc...Read More
Sibu IT helper for hire :), India
$10 /hr
11 Years Exp.
I am an IT professional with overall 11 years of experience
Thanks for giving your valuable time to watch my profile. I am Alpesh Kalathiya and I am an individual freelancer working for 5 years and providing...Read More
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Articles Related To Data Scrapers

What is a web scraping?

Web scraping, web harvesting, or web data extraction is data scraping used for extracting data from websites. Web scraping software may access the World Wide Web directly using the Hypertext Transfer Protocol, or through a web browser. While web scraping can be done manually by a software user, the term typically refers to automated processes implemented using a bot or web crawler. It is a form of copying, in which specific data is gathered and copied from the web, typically into a central local database or spreadsheet, for later retrieval or analysis.

Web scraping a web page involves fetching it and extracting from it. Fetching is the downloading of a page (which a browser does when you view the page). Therefore, web crawling is a main component of web scraping, to fetch pages for later processing. Once fetched, then extraction can take place. The content of a page may be parsed, searched, reformatted, its data copied into a spreadsheet, and so on. Web scrapers typically take something out of a page, to make use of it for another purpose somewhere else. An example would be to find and copy names and phone numbers, or companies and their URLs, to a list (contact scraping).


What you can do with data scraping?

Web scraping is used for content scraping, and as a component of applications used for web indexing, web mining and data mining, online price change monitoring and price comparison, product review scraping (to watch the competition), gathering real estate listings, weather data monitoring, website change detection, research, tracking online presence and reputation, web mashup and, web data integration.

Using data scraping you can build sitemaps that will navigate the site and extract the data. Using different type selectors you will navigate the site and extract multiple types of data - text, tables, images, links and more.


What role scraper should play for you?

Web scraping is the process of automatically mining data or collecting information from the World Wide Web. It is a field with active developments sharing a common goal with the semantic web vision, an ambitious initiative that still requires breakthroughs in text processing, semantic understanding, artificial intelligence and human-computer interactions. Current web scraping solutions range from the ad-hoc, requiring human effort, to fully automated systems that are able to convert entire web sites into structured information, with limitations.


Below are the ways for scraping data:

  • Human Copy Paste : Sometimes even the best web-scraping technology cannot replace a human’s manual examination and copy-and-paste, and sometimes this may be the only workable solution when the websites for scraping explicitly set up barriers to prevent machine automation.
  • Text Pattern Matching : A simple yet powerful approach to extract information from web pages can be based on the UNIX grep command or regular expression-matching facilities of programming languages
  • HTTP programming : Static and dynamic web pages can be retrieved by posting HTTP requests to the remote web server using socket programming.
  • HTML parsing : Many websites have large collections of pages generated dynamically from an underlying structured source like a database. Data of the same category are typically encoded into similar pages by a common script or template. In data mining, a program that detects such templates in a particular information source, extracts its content and translates it into a relational form, is called a wrapper. Wrapper generation algorithms assume that input pages of a wrapper induction system conform to a common template and that they can be easily identified in terms of a URL common scheme.Moreover, some semi-structured data query languages, such as Xquery and the HTQL, can be used to parse HTML pages and to retrieve and transform page content.
  • DOM parsing: By embedding a full-fledged web browser, such as the Internet Explorer or the Mozilla browser control, programs can retrieve the dynamic content generated by client-side scripts. These browser controls also parse web pages into a DOM tree, based on which programs can retrieve parts of the pages.
  • Vertical aggregation : There are several companies that have developed vertical specific harvesting platforms. These platforms create and monitor a multitude of “bots” for specific verticals with no "man in the loop" (no direct human involvement), and no work related to a specific target site. The preparation involves establishing the knowledge base for the entire vertical and then the platform creates the bots automatically. The platform's robustness is measured by the quality of the information it retrieves (usually number of fields) and its scalability (how quick it can scale up to hundreds or thousands of sites). This scalability is mostly used to target the Long Tail of sites that common aggregators find complicated or too labor-intensive to harvest content from.
  • Semantic annotation recognizing : The pages being scraped may embrace metadata or semantic markups and annotations, which can be used to locate specific data snippets. If the annotations are embedded in the pages, as Microformat does, this technique can be viewed as a special case of DOM parsing. In another case, the annotations, organized into a semantic layer,are stored and managed separately from the web pages, so the scrapers can retrieve data schema and instructions from this layer before scraping the pages.
  • Computer vision web-page analysis : There are efforts using machine learning and computer vision that attempt to identify and extract information from web pages by interpreting pages visually as a human being would.


Key Features of Web Scraping

In order to remain competitive, businesses must be able to act quickly and assuredly in the markets. Web Scraping plays a big role in the development of various business organizations that use the services. 

The benefits of these services are: 

  1. Low Cost: Web Scraping service saves hundreds of thousands of man-hours and money as the use of scraping service completely avoids manual work.
  2. Less Time: Scraping solution not only helps to lower the cost, it also reduces the time involved in data extraction task. This tool ensures and gathers fast results required by people.
  3. Accurate Results: Web Scraping solutions help to get the most accurate and fast results that cannot be collected by human beings. It generates correct product pricing data, sales leads, duplication of online database, captures real estate data, financial data, job postings, auction information and many more.
  4. Time to Market Advantage: Fast and accurate results help businesses to save time, money and labor and get an obvious time-tomarket advantage over the competitors.
  5. High Quality: A Web Scraping solution provides access to clean, structured and high quality data through scraping APIs so that the fresh data can be integrated into the systems.

Finding and hiring expert scraper/crawler

It’s important to note that not all scraper will be ideal fits for every project. For example, those with highly analytical backgrounds in software engineering would be ideal for developing algorithms but may not be the right fit for a data scraping project. That’s why it’s so important to understand what type of scraping expert will bring the most benefit to your company and business goals.

Here are some questions to consider:

What is the overall learning you hope to find? 

By including your goal in the project description, it allows professionals to better understand what type of work is required.


What core skills will scraping experts need to complete the project? 

The answer will revolve around your current data infrastructure and the processes used to extract information.


Would you benefit from someone with highly specialized skills in a few areas of data scraping, or would a well-rounded expert serve you better?


Are there any time constraints to consider with this project?

Let professionals know the amount of hours of work that might be involved.


What kind of budget will this project have? 

The more experience and expertise a data scraper has, the higher they expect to be compensated. Higher budgets will more likely give top-tier experts a reason to submit a proposal.


Web scraping project template

Below is a sample of how a project description may look. Keep in mind that many people use the term “job description,” but a full job description is only needed for employees. When engaging a freelancer as an independent contractor, you typically just need a statement of work, job post, or any other document that describes the work to be done.

<Job/Project Title>

ABC Company is looking for a web scraping expert to help us study our website traffic patterns and find areas of improvement. This project is estimated to require approximately 20-25 hours per week for the next few months to achieve the following goals

  • Reporting findings in a weekly summary
  • Split testing underperforming pages and recording results
  • Discovering which pages currently perform best
  • Organizing site data into spreadsheets

The following skills are required:

The ideal freelancer will be a creative problem solver with an excellent work history on Toogit. To submit a proposal, please send a short summary of similar projects you’ve completed and why we should consider you for this project.

  • Excellent technical abilities
  • Knowledge of quantitative split testing
  • Experience with WordPress and Google Analytics
  • A thorough understanding of MySQL databases
  • Expertise or extensive experience with Python


Hiring the right Web Scraping talent

Remember that technical ability is only a small portion of what makes an excellent web scraper. Great web scrapers are inquisitive—they want to ensure that they’re seeking the right types of answers, plus they’ll take an interest in your business to better understand it. The ideal professional will also be able to advise you on additional metrics to analyze and compare in order to help you meet your goals.

Also, keep in mind that communication is always a key consideration in the data science field. A brief interview can allow you to gauge how strong each professional is in expressing ideas and explaining their process. The more you speak to each professional by phone, email, or chat, the better you’ll be able to gauge their professionalism and communication skills and determine whether they’re right for your project.

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