Experimental Data Analysis of the Rental Flat Market in Istanbul using Web Scraping

Introduction to HTML

Hypertext Markup Language helps make and structure web content. It consists of essential data for web scraping services, like images, text content, links, and other data fields that webpages use. Applying the proper techniques and tools, you can scrape data from these web pages and parse the data to compile the sheet, study trends, and make better business decisions. Knowing the structure of HTML in detail plays a crucial role in web data extraction.

HTML attributes are vital for creating responsive, accessible, and well-formatted web pages. HTML attributes give extra information related to its element, and you can add their appearance, modify behavior, and add opening tags. Further, you can use details to specify color, size, font, and other element features or share alt text, links, or additional metadata. You can also use attributes to define IDs and classes essential for script targeting and styling.

• class attribute: you can use this to define class elements. You can use it to style CSS or target JavaScript according to your needs.
• id attribute: It is helpful to define a unique identifier to spot HTML elements is helpful. You can use it to target JavaScript or identify fragments in the URL.
• src attribute: This attribute defines the source URL for the media element, like the image.
• href attribute: You can use this to define the URL destination for a link element.
• alt attribute: Use this attribute to give an alternative text to an image element. If the image can't load, you can see the alt text on the screen.
• title attribute: Use this to give a title to an HTML element.

We need to uncover the HTML elements of the website. To do this, we'll use the Google Chrome browser. Right-click and inspect your target.

While scraping web data, generally, we need class names and href links to explore the required data. We will explain the example for this below.

So, Let's Begin to Scrape Web Data!

Inspecting HTML to Find href Links

Use HTML to Get Flat Rental Data

We need data about rental flats like Rent, Building Age, District, Safety Deposit, Heat Type, Dues, etc.

First, We Need to Search Data Locations

Experimental Data Analysis:

We now have data for 13000 flats in rent in the city. That data has a considerable amount of information about rental apartments. Their Heat Type, Price, Location, Safety Deposit, Due, etc.

Conclusion

Istanbul is a remarkable city. Consider it a center of Diversity, Businesses, and Entertainment. The Rental Flat Market is growing. Want to scrape flat rental data for Istanbul? Contact Actowiz Solutions.