The Role Of Proxies In Social Media Scraping

Web scraping refers to the process of using a web scraper to extract data from a given website or group of websites to make data-based decisions. Although it can be done manually, automation is the more ideal approach in today’s fast-paced business landscape.

Meanwhile, social media scraping is a derived form of scraping that involves gathering data from social media platforms. In the past few years, the internet has grown and changed at an exponential rate. Today, people are doing everything from entertaining themselves to forming opinions on social media.

The large-scale use of social media makes it a suitable platform to get insights into your target audience. As an enterprise, you might want to know what the overall consumer sentiment is about your company. Likewise, you might be interested in learning which of your products the customers are happiest with.

You can find out all this information by learning what consumers are saying about you on social media. But you cannot possibly read thousands of comments, posts, and statuses across dozens of social media platforms, can you? That’s why social media scraping has become so important.

In this guide, we’ll explore the types of data you can scrape using a social media scraper and how doing so can bring value to your company. We’ll also touch on best practices surrounding ethical social media scraping.

What Is Social Media Scraping?

about social media scraping


Social media scraping means extracting data from social media platforms. You could extract people’s statuses, all of the comments on a post, or other types of data.

The use of social media scraping has exploded in recent years because of the sheer size and variety of social media platforms. With billions of users, social media platforms are brimming with information.

Companies can leverage social media to learn more about their audiences and competitors. For instance, you can scrape all posts from your top three competitors and identify the focus of their posts.

The data you collect through social scraping can give you actionable insights into the strategies and tactics your competitors are using to keep their audiences engaged. Likewise, you can use this data to determine if your audience has a positive or negative sentiment about your brand.

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Types of Data To Scrape

social media scraping type


Social scraping allows you to collect different types of data about your customers and competition. Here are some questions you can answer by scraping social media data:

  • What is the demographic profile of your audience on all social media platforms?
  • When is your audience more active during the day?
  • What kind of hashtags is your audience most likely to use?
  • What is your audience more interested in, text or visual content?
  • Which subjects keep your audience engaged?
  • Which of your organic posts is performing well enough to be boosted through a platform’s paid features?

But before you can put your social media scraper to work, you need to determine which type of social media data you should collect. Here are some ideas:

  • Comments: Social media comments give you a peek into what your audience is thinking or saying about your company. Are the comments largely positive or negative? Do the customers leave feedback in the comments? Collecting data from social media comments is one of the best ways to learn more about your consumers’ likes and dislikes.
  • Hashtags: Hashtags are another way to see the topics your audience is talking about on social media. Are people using your brand’s hashtag? What other hashtags is your audience using? If they’re using industry-relevant hashtags, you can also use them in your posts to appear on your target audience’s “explore” pages.
  • Posts: Social media platforms are a great medium for gauging consumer sentiment. Extracting data from social media posts gives you a snapshot of what’s going on in the world right now. You can see the kind of content that resonates with people. It’s best to scrape posts from social media accounts in your particular niche, as this will give you an idea of what your industry competitors are talking about and whether you need to join in.

Benefits of Social Scraping for Businesses


As a business, scraping social media data can be instrumental to the success of your marketing and advertising efforts. It also has other benefits, including:

  • Competitive analysis: By extracting data from your competitors, you can get a good understanding of the tactics they’re using to engage their audiences. You can use these insights to develop strategies that are more effective than those of your competition.
  • Customer sentiment: Social media scraping can give you valuable insights into how your customers feel about your company. If the overall sentiment is relatively negative, you might need to make some changes to your current strategies.
  • Growth trajectory: You can also learn a lot about the growth trajectory of your business by scraping social media data. It will help you determine if your current marketing and advertising strategies are working or not. For example, has your visitor or follower count increased over time? Did you post a specific type of content that triggered this influx of followers or visitors?
  • Trends: Scraping social media data can help you identify the latest trends in your industry. You can then use this information to come up with new ideas for products and services that might appeal to your customers.

How To Scrape Data From Social Media Websites

scraping of social media websites


Now that you have somewhat of an understanding of what social scraping is, you’re likely interested in learning how to implement social media scraping. Essentially, you must know about two things: social media scrapers and proxies.

Social media scrapers

A social media scraper is a tool that helps you extract data from social media websites. It can be a desktop application or a web-based tool.

You can either build your own scraper, such as one that performs social media scraping with Python, or use a ready-made one. A prebuilt social media scraper comes with dedicated support from the developers, making it an ideal option for businesses that are just getting started with social media scraping or don’t have the resources to build their own.

Scraping Robot is a ready-made web scraper that gives you the liberty of extracting information from websites without much manual effort. You don’t have to worry about browser scaling, proxy management, or blocks as Scraping Robot handles it all for you. All you need to do is sit back, relax, analyze the scraped data, and take action.


Meanwhile, proxies are IP addresses that help you hide your identity while scraping social media websites. They prevent your IP address from being blacklisted by the social media website.

Here’s a scenario: You are a new plus-size apparel brand in the market. Before you finalize a social media strategy, you want to check what your competitors are doing through social media. Do they engage with customers or merely promote their products?

Do they run trendy campaigns? Do they have a hashtag? Knowing all this information beforehand will help you create a social media strategy that works.

But why would your competitors want you to scrape their social media platforms and get instant access to insider information on a strategy they perfected through, presumably, a long trial-and-error process? That’s why there’s a risk that your scraper may get blocked.

Proxies can help you in this regard. Since proxies mask your IP address, they make it seem as if the scraping request is coming from a different device (or even location) every time. It prevents your scraper from getting blocked because the target platform will see the requests as if they’re coming from different internet users.

Types of proxies for social media scraping

While there are many types of proxies, the two most common ones for social media scraping are residential and data center proxies.

Residential proxies have the IP addresses of residential users. Thus, the social media platforms you’re scraping will see that the request is coming from their regular audience. These proxies tend to be slower but more reliable as they’re harder to block.

Blazing SEO residential proxies come with unlimited threads, which means every request you send for scraping will have a different IP address, minimizing your risk of being blocked. Plus, all Blazing SEO proxies are ethically sourced. You get a large IP Pool to scrape as many social media platforms as you want.

Data center proxies, on the other hand, have IP addresses from data centers. They’re faster but more likely to get blocked. If you want to get quick access to data and keep up with the ever-changing market trends, these proxies are the way to go.

Blazing SEO data center proxies give you access to more than 300,000 IP addresses and nine ASNs. In most cases, an anti-proxy social media account will ban only one IP address at a time. However, if they ban the whole ASN, it could disrupt your scraping efforts.

But that’s none of your worries when you use Blazing SEO data center proxies since there are nine ASNs. Even if one is blocked, you can rotate your proxies to any of the other eight to continue social media scraping.

How To Practice Ethical Social Media Scraping

practice ethical social media scraping


Data scraping is one of the most remarkable approaches available today for everything from social media monitoring and price-performance analysis to gauging consumer sentiment. However, you must keep in mind that you shouldn’t exploit the target social media account. Instead, you must follow ethical social scraping practices.

Understand boundaries

When scraping social media data, keep in mind that there’s a lot of sensitive information online. For example, social media sites have people’s names, phone numbers, email addresses, and often home addresses too.

Before you scrape this information, read the platform’s privacy policy and terms of service. Don’t try to extract data from the platform if it’s against the guidelines.

Don’t scrape at heavy-traffic time intervals

Social media platforms have high amounts of traffic during certain times of the day. During these periods, social media sites get many user requests.

It’s best not to scrape during these hours since hundreds of requests coming from your social media scraping tool will slow down the target platform. It will eventually make it difficult for human visitors to access the site.

If you do have to scrape during these hours, take it slow. Space your requests to lessen the load on the target server. Or you can just scrape the social media sites during the least active hours.

Use reliable proxies and scraping tools

Free scrapers or proxies are a huge no-no when it comes to ethical social media scraping. Not only are they unreliable, but they can also get your IP address blacklisted, which will prevent you from scraping the target social media platform in the future.

Invest in high-quality proxies from proxy providers like Blazing SEO. With reliable proxies and a powerful scraping tool, you won’t get blocked or inconvenience the actual human users of the target platform.

Make sure you use a social media scraping tool like Scraping Robot, which is designed to follow the specific guidelines of the target site. It’s your best shot at remaining ethical while social scraping.

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Final Words

social media scraping conclusion


By scraping social media data, you can get access to a ton of information, such as consumer sentiment, pricing changes, and competitor moves. However, it’s important to remember to scrape ethically.

Make sure you understand the platform’s boundaries, don’t scrape at high-traffic times, use reliable proxies and scraping tools, and follow the specific scraping guidelines of the target social media site. To get the best results, use a social media scraping tool that works in tandem with a proxy provider such as Blazing SEO.

In this way, you’ll know that your social media scraping tool is using reliable, high-quality proxies when scraping social media sites. On one hand, it keeps your social media scraping ethical. On the other hand, it keeps you safe from being blacklisted or blocked.

The information contained within this article, including information posted by official staff, guest-submitted material, message board postings, or other third-party material is presented solely for the purposes of education and furtherance of the knowledge of the reader. All trademarks used in this publication are hereby acknowledged as the property of their respective owners.

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