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Clarish Jane Eugenio Customer Associate, Philippines
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Articles Related To Excel


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.

Ghostwriting can be a great career if you are a talented writer who is full of ideas and good at analysis and at capturing the style and tone of various publications and of clients whom you'll be working with. However there are some things you should be clear about before starting to work as a ghostwriter.

What is Ghostwriter?

I think most of us know what a Ghostwriter is. As defined by Wikipedia, it’s:

“A person who is hired to write literary or journalistic works, speeches, or other text that are officially credited to another person as the author.”

A writer who is paid to write articles, books, reports, stories, website material or other content that is officially credited to another person is called a ghostwriter. A ghostwriter writes a piece of work, such as non-fiction or fiction, but does not put their name on it. Political leaders, celebrities, website owners, and executives typically hire ghostwriters to draft or edit their written material.

If you want to make money telling other people’s stories on the sly, you’ll have to be a good listener, a good researcher and a good writer. If you can do all that, you could make a living from this type of freelance work.

What does a ghostwriter do?

Ghostwriters are paid to write for someone else and allow them to put their name on that. Ghostwriter is their secret weapon behind the scenes. There is a high demand for ghostwriters to provide a wide range of content, like blog posts, articles, non-fiction books, and even celebrity autobiographies. Websites perpetually want fresh and interesting content. Many of us dream of getting a bestselling book, but simply don’t have the writing skills. You will satisfy all these needs and get paid doing something you like.

How to become a Ghostwriter?

  • Gain experience: Ghostwriting is an excellent source of income and a great career alternative for an accomplished writer, it's certainly not an entry-level position. If you haven’t been published yourself, it’s unlikely you’re able to write to a publishable standard for someone else. Seriously, how are you able to write a book for someone else, in their voice, when you’ve never written one yourself? Better yet, write two or three. Shoot for a minimum of 50,000 words each so you get a sense for writing something that long dealing with the nuances of voice, narrative, flow, etc.

This makes sense on two levels: firstly, you need to be able to market yourself as a successful and experienced writer to potential clients who will be paying you to write for them. Secondly, you’ll need the experience you’ve acquired so far to navigate through a ghostwriting project.

  • Identify your niche: While it is great to experience with various things when starting out as a ghostwriter, most ghostwriters have a “niche”: a unique point. Are you working on lyrics for top bands? Do you write business books? Make sure to concentrate on one thing. while it’s tempting to want a broad ghostwriting portfolio, having a specialist field can make you an professional in that niche, and you're more likely to get better, high-quality ghostwriting work in that area.
  • Ability to work on tight deadlines: As a ghostwriter, you have to gather a deep understanding of your client’s needs and expectations. At the beginning of a project, you’ll get brief descriptions of project, outlining complete guidelines, expectations, and deadlines. And deadlines you'll get, you can’t expect an entire publishing team to wait for you while you sit around waiting for inspiration to strike.

If you’re an experienced writer, you’ll already know how to establish a regular, hardworking rhythm that works for you. However, it’s necessary to keep in mind that a ghostwriting project isn't something that may be completed in your own time. Do you have enough self-discipline to visualize a project through over a long period of time? Some ghostwritten projects take a few years to write, and procrastination is all too simple when you think you have all that time to achieve it.

  • Research and communication skills required: Ghostwriting isn't the simplest job in the world. It requires smart communication skills and extreme patience in some cases for you to be able to do the work. You’re required to be a listener and a researcher. This sounds simple, but if you happen to be working with an uncommunicative subject, then it will really feel like a bloodshed.

Ghostwriters not only write up the story but do the majority of the legwork. If it’s an autobiography, you’ll require a top-notch interview skills. For other non-fiction ghostwriting, you’ll most likely be researching away.

Quality research also provides you the opportunity to confirm the information that your client has given you. Doing this doesn’t mean that you just disbelieve whatever they’ve told you. You’re simply fact-checking and qualifying the information that you just have been given that is your job.

  • Put your ego aside: Ghostwriting isn't about you. It’s about your client. It’s obvious that you need to be an excellent writer but you also need to be comfortable switching your writing style to encapsulate your client’s voice, even though you're thinking that yours is better.

As a ghostwriter, your name won’t appear on the cover and the most you'll hope for is a thank you in the acknowledgements section, so there’s no area to enjoy dreams of seeing your name in print. You would possibly want to shout about your achievements but remember that you’re being paid to stay quiet.

If you can persuade your ego to step aside to put in the diligence for someone else, you'll gain publishing success and build a solid, skilled reputation through your ghostwritten work.

Java is everywhere, in laptops, scientific supercomputers, gaming consoles, mobile phones, etc. Java is in all platforms and devices and in all countries around the world. It allows developers to make programs work just about anywhere. And it inspired the evolution of an incredible technology community. The brilliance of Java is that the platform independence. Java is simple to use, easy to write, compile, debug, and learn as compared to alternative programming languages. It also allows you to create reusable code and standard programs.

Java is a technology that constantly adapts to new needs these days, there’s a new release each six months or so. The most effective jobs go to Java developers who keep up with the constantly changing language and enhance their skill sets with complementary technologies.

Why Java developers are in demand?

Today, Java is the most popular choice for writing android apps. It’s also widely used in cloud applications, machine-learning environments, and internet of Things technology, Java developers need a wide range of skills, from a thorough information of the basics to an understanding of the latest developments. Java developers creates mobile apps, redesign the user experience on your public website, or keep business-critical applications on the cutting edge, everyone needs code; demand for Java developers is great. Banks and financial sector, automation systems, and other very big industrial sectors are writing their server apps for a long time in java and it will not even fade away soon.

Developing software takes time and planning. Before you start the development process, you’ll need to decide on the skills you need to induce your project off the ground. Most developers can have a grasp of the fundamentals associated with Java if it’s their primary programming language. However you'll be round-faced with those who’ll try and pass off theoretical information as practical experience.

There is a vast difference between the knowledge of a language and the practical application. Simply because a developer will explain a process doesn’t necessarily mean they can code a solution.

Hire a great java developer on Toogit

Hiring great coders or developers is one in all the toughest challenges. Toogit freelance platform provide easiest way to hire a top quality java developers just post your requirements on Toogit. Java Developers on Toogit are highly skilled and talented. Hiring Java Developers on Toogit is quite affordable as compared to a full-time employee and you can save up to 50% in business cost by hiring Java Developers on Toogit.

You are about to hire a Java Developer on Toogit but aren't sure if you have covered everything? I have gathered some important or effective recruiting strategy to hire new talent for your project.

  1. Write awesome job descriptions: Writing an excellent job description is a first step towards attracting top developers. A decent job description not only attracts candidates but the right candidates. Writing an excellent job description is not easy. And no, you simply cannot copy paste it from Google..! Writing your own and unique job description will effectively describe your project requirements and easily understandable for developers.
  2. Search top rank java developer: Toogit freelance platform have a large number of java developers, find high rated freelancers well experienced in project development and Good knowledge about latest technologies. A developer will usually list the versions they’ve used most recently on their CV, but if they don’t, bring up the topic in the interview if you want to know more. The most common version required as part of a tech stack is Java 8, the current LTS version of the language. This should be the primary focus when questioning a developer.
  3. Interview relevant candidates: The way you write job descriptions determines the standard of applications you receive. And, it’s the specific questions you ask in your interview process that helps you weed out the rest from the great ones. A quick interview will allow you to measure how strong every professional is in expressing concepts and explaining their method. The additional you speak to every professional by chat the better you’ll be able to gauge their expertness and communication skills and determine whether they’re right for your project.
  4. Decide the project cost and duration: It can be difficult for a client to understand the duration of a project and its cost, but a developer can sit down and discuss project scope, an inexpensive timeline, and any deliverables that you just will expect throughout the project’s development process.

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