PRODUCTS
DEVELOPER GUIDES
RESOURCES
ABOUT US
PRICING
GET STARTED
PRODUCTS
DEVELOPER GUIDES
RESOURCES
ABOUT US
PRICING
GET STARTED
GET STARTED

TikTok scraping: how to make this social network's data work for you

Today TikTok is much more than just a social network full of funny videos. This is a powerful tool for business working in two main ways. The first one is using your TikTok account for a business like lots of businesses already do. The second way in its essence is the research of main trends, opinions, opinion leaders that are popular in TikTok. For the second way how to use TikTok in your business, you may need special tools that will provide monitoring and data extraction from the ocean of content produced in TikTok daily. One of these tools is Tik Tok Scraper, the service or an app that helps with data search and extraction.
Scraping TikTok is a useful activity for lots of situations. Let's make a brief look at them.

Why scrape TikTok data?

When you are engaged in social media listening and monitoring, TikTok scraping will help you to gather the information you may need.
With the help of TikTok scraper, you can get information about influencers whose targeted audience is similar to yours to engage them in the promotion of your company/product/service.
For social-based projects, the investigation in the field of TikTok audience is also important.
In general, TikTok scraping is useful for Social Media listening, Social Media monitoring, Social Media intelligence dashboards for database extension. For a skilled marketer, scrapped data from TikTok can be the launchpad for developing an effective marketing strategy and lead generation.
Scraping TikTok data manually is not a good idea as there is often a need to parse thousands of profiles, For this, special tools can come in handy. Basically, there are two main types of tools for TikTok data scraping. They are as follows:

The best tools for TikTok scrape

Scrapers;
API-based services.
Tool #1 TikTok scrapers and how they work
Special services that may help you to extract the content you need from TikTok are mainly scrapers offered by proxy providers. The reason for this is simple enough – scraping requires using proxy technology not to get tracked. The program code of TikTok can specify whether all the requests you send while parsing the social network are sent from a single IP. Not to be banned, it is necessary to use proxies, predominantly residential ones. So the big sharks on the market of TikTok scrapers are proxy providers.
Octoparse is one of the main scrappers around the world. Despite its simple visual interface, it allows to scrape a limited number of data and for using a full-fledged version, you should subscribe for it and that means to pay for its services.
ScrapeStorm has its merits in the ability to parse TikTok data from the web application, not only mobile. It provides data in multiple formats including TXT, JAON, Excel, Google Sheets, etc.
Tool #2 API-based solutions
One more option you may appreciate when you need to scrape TikTok is an API-based solution. There are also several big fishes on the market with Apify as a leader in the field. Yet Apify is not the one-and-only service with API to use when parsing TikTok. There are no less convenient yet more affordable and functional services like Data365. In it, you can easily collect data you may need from users IDs to likes and views of a certain video. All the data is thoroughly cleaned from unnecessary info and you get it clearly optimized and saved in a format you need for further analyses.
Python-based TikTok scrapers are among the most accurate solutions due to the peculiarities of that coding language. In fact, Python scrapers are considered to be the most effective, and when combined with using the Selenium scraping library, it offers really significant results.

Not all scrapping tools use Python as some prefer to base their scripts on JS and Node JS frameworks. Yet, in Data365, there is also a ready-made scrapper tool based on Python code. Сlients can only send requests to the database and then grab needed data.

For example, a request to get profile posts in Python for our TikTok API:

TikTok scraper on Python

import requests
from pprint import pprint

author_username: str = 'superstar' # your post author's username
post_id: int = 12345 # your post ID
access_token: str = 'ACCESS_TOKEN' # your API access token

response = requests.get(
url=f"https://api.data365.co/v1.1/tiktok/profile/{author_username}/feed/posts/{post_id}",
params={
'access_token': access_token,
},
)
response_data = response.json()

pprint(response_data)
There is no need to create code. Such simplicity and convenience are appreciated by customers especially those who have slight coding skills to customize scripts for thorough TikTok scrapping.
Python-based TikTok scrapers are among the most accurate solutions due to the peculiarities of that coding language. In fact, Python scrapers are considered to be the most effective, and when combined with using the Selenium scraping library, it offers really significant results.

Not all scrapping tools use Python as some prefer to base their scripts on JS and Node JS frameworks. Yet, in Data365, there is also a ready-made scrapper tool based on Python code. Сlients can only send requests to the database and then grab needed data.

For example, a request to get profile posts in Python for our TikTok API:

TikTok scraper on Python

import requests
from pprint import pprint

author_username: str = 'superstar' # your post author's username
post_id: int = 12345 # your post ID
access_token: str = 'ACCESS_TOKEN' # your API access token

response = requests.get(
url=f"https://api.data365.co/v1.1/tiktok/profile/
{author_username}/feed/posts/{post_id}",
params={
'access_token': access_token,
},
)
response_data = response.json()

pprint(response_data)
There is no need to create code. Such simplicity and convenience are appreciated by customers especially those who have slight coding skills to customize scripts for thorough TikTok scrapping.
Python-based TikTok scrapers are among the most accurate solutions due to the peculiarities of that coding language. In fact, Python scrapers are considered to be the most effective, and when combined with using the Selenium scraping library, it offers really significant results.

Not all scrapping tools use Python as some prefer to base their scripts on JS and Node JS frameworks. Yet, in Data365, there is also a ready-made scrapper tool based on Python code. Сlients can only send requests to the database and then grab needed data.

For example, a request to get profile posts in Python for our TikTok API:

TikTok scraper on Python

import requests
from pprint import pprint

author_username: str = 'superstar' # your post author's username
post_id: int = 12345 # your post ID
access_token: str = 'ACCESS_TOKEN' # your API access token

response = requests.get(
url=f"https://api.data365.co/v1.1/
tiktok/profile/{author_username}/
feed/posts/{post_id}",
params={
'access_token': access_token,
},
)
response_data = response.json()

pprint(response_data)
There is no need to create code. Such simplicity and convenience are appreciated by customers especially those who have slight coding skills to customize scripts for thorough TikTok scrapping.
At the first sight, it seems hard to comprehend what types of data can be collected from TikTok. Yet, there are several obvious types of data to be got using scrapping tools.
What types of data can be scraped from TikTok
TikTok titles from all the users that are published for a wide audience.
User ID to collect your own database of active users.
User's bio information if it is published on the site.
Popular hashtags to analyze for your purposes.
The pool of followers of a certain profile. You can scrape TikTok followers of top TikTokers to highlight the audience and underline its portrait.
URLs of certain videos published on TikTok.
For the most customized scrapers, it is also possible to parse comments and even video comments. They can get the number of likes and views for a certain video.

Among other things, TikTok API by Data365 provides its clients' such data from post content as text, language, list of hashtags, list of tagged users, as well music and video information (including duration), engagement info (play count, comments count, share count), etc. The full information about available data, you can find in the TikTok Data API documentation. All these can be useful for your goals in case you know how to use that data.
When you need to scrape TikTok without any hassle we offer you to put an eye on API-based solutions. Writing code is essential for programmers and web developers, yet if you are looking for a workable solution being a data scientist, social media listener, marketer, you need something that will work without coding efforts. API scrapers fully meet these requirements as they are:

TikTok video scraper based on API

Easily integrated into any system providing you with simple embedding content from TikTok.
Quickly customized for your needs as you may need only a certain data, not all the parameters available for scrapping.
Automation of the scrapping process. The main thing is, you need no supervision to get the full stack of data you need.
Scrapping TikTok can be very useful because at its core it is the collection of statistical and sociometric information from one of the most popular social networks in the world. To successfully get TikTok data, you will need to make an effort or choose a reliable toolkit. Experienced web developers and coders prefer to write their own scraping scripts, but if you are involved in marketing or social projects, this is not your choice. It is much more efficient to choose a convenient and simple scraper API like TikTok API by Data365 that will provide you with data in a purified, crystallized form.

Conclusions