TikTok has quickly become one of the most popular social media platforms in the world. Whether you’re active on the platform or you seldomly use the app, you’ve undoubtedly heard of it and have probably seen your fair share of TikTok content by now.
The app saw its first growth surge in the first few months of 2020. Since then, it’s earned the title of most downloaded mobile application of 2021 and has over 1 billion active users each month in early 2022. With its massive number of global users, nobody is surprised that TikTok is also known for collecting large amounts of data about its users.
Considering how much user data the app collects, TikTok is a not-so-secret treasure chest containing data that would be incredibly valuable to marketers and data miners.
If you’re at it, keep reading for five helpful tips for scraping data from TikTok!
What Data Can Be Scraped From TikTok?
Unlike many other social media giants, TikTok hails from China. It means that TikTok isn’t confined by the user privacy laws of the USA. In other words, TikTok collects lots of personal data about its users, including things like name, age, location, and past and current interests. Added to the fact that most users don’t take the time to read the privacy policy of any app, this gives TikTok the leeway to freely collect and store all this data.
Of course, this is a significant privacy violation concern for users. But it’s a wonderland for data miners, marketing researchers, and anyone else in any field that could benefit from such information. A full scrape of TikTok can give you access to the following data:
- User bio
- User ID
- Username and nickname
- Number of likes
- Number of followers and people following
- Number of videos
- Hashtags, titles, etc.
- User email addresses
- User Instagram and YouTube ID
- Cellphone number
- Video and music information (like video links and content downloading)
- Comments on videos and from specific users
- Results related to specific hashtags
This list could go on, but these are some of the more significant pieces of information that can be data-mined off TikTok. As you can see, some of TikTok’s data is rather detailed and would be advantageous to marketing and influencing researchers.
The Tips and Tricks for Scraping TikTok Data
So, you know that TikTok can be a gateway to valuable data. Here are five tips and tricks for getting access to it all.
1. Use a TikTok Scraping Software
The quickest, easiest, and most straightforward way to scrape data from the app is by using a TikTok scraper. If you’re unfamiliar with what a scraper is, it’s a software, program, app, or tool that you can use to get specific pieces of data from a particular part of the internet. In this case, TikTok.
Scrapers are great because they can do a lot of work for you. If you’re unfamiliar with programming or using complex computer systems, scraping software might be the right choice for you.
You’ll find several different TikTok scrapers if you search around. Each of these will have its unique strengths and weaknesses. But be sure to choose the tool that can do what you need.
An example of a simple TikTok scraper is the many ‘TikTok video downloader’ websites that you can easily find with a quick search. Some users on the app don’t allow other users to download their videos. These video downloading sites often accept a TikTok video link and allow you to download the post associated with that link. In essence, these can be considered simple scrapers that download individual videos at a time when provided with a link to the post.
2. Using A Python Program
Python is one of the most used programming languages in the world. It’s known for its ease of use and is famous as a beginner’s programming language. The language is prominently used for web development, data analytics, and data science. It also happens to be one of the best programming languages for writing scraping and data mining programs. However, writing scraping software will usually require you to be an experienced programmer.
So, using Python is a powerful way to extract all kinds of data from TikTok. Fortunately, some resources can help you mine data from the platform. If you do some research, you can find several guides that can assist you with TikTok scraping in Python. Additionally, people often write code for specific tasks and make it freely available online.
On its own, Python might not get you very far. Using Python alongside an additional tool or framework will let you get more data from TikTok. You’ll learn more about this with the next two tips.
3. Selenium And Python
A quick internet search will tell you that selenium is a mineral, which it is. On the other hand, it is also the name of a very effective web-automation tool used in conjunction with Python. Using selenium can significantly improve your TikTok scraping.
TikTok comes with the JavaScript programming language, one of the most prominent languages used on the web. And it is where selenium becomes useful.
Selenium gets the HTML of a particular web page. It means that selenium will effectively download the script containing various pieces of data from a specific TikTok link. So, this should help you big time in your data scraping on TikTok.
4. Flask
Flask is a Python module and web framework. At a minimum, you’ll need to implement a web framework to get your Python data mining to work on the internet. Other web frameworks, like Django, could be used for the purpose, but these are better suited to full-scale web development, are more complicated, and include features that aren’t needed here. Flask is the ideal solution.
5. Look To TikTok’s Official API and Unofficial APIs
API stands for ‘Application Programming Interface.’ An API is like the ‘middle man’ that allows different software parts to communicate. It’s also what developers use to program and access functions related to their respective software.
TikTok’s official API is accessible through the app’s Developer’s page, along with instructions on how to access it. However limited, the official TikTok API will let you access some data and code embedded into posts on the platform.
If you’re interested in accessing more data, you might want to look toward unofficial TikTok APIs, which enable access to more data than the official API. Some scraping tools will use APIs to perform some of their functions.
Takeaway
TikTok has billions of downloads and active users around the world. With it, this social media platform collects data from all of its users. Information like app usage, phonebooks, locations, interests, trends, and many other things are all stored within the platform. The platform is a wellspring of valuable data for marketing and influencing research.
There are many ways to go about scraping TikTok for its data. Whichever method you choose, be sure that you’re careful not to be flagged by TikTok’s admins. Aside from that, scraping the social media platform can land you some vital data on its users. If you use this data well, it will inform and help you skyrocket marketing and influencing campaigns.
