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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. It is a powerful tool for your company that works in two main ways. The first one is to use your TikTok account for a business like many others already do. The second way is to research the main trends, opinions, and opinion leaders that are popular on TikTok. For the second way of using TikTok in your business, you may need special tools to scrape TikTok 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, including the extraction of video, comments, followers data, and almost everything that may come in handy for your business goals.
The essence of TikTok scraping is in the volume of valuable data you can get from that social network. Just imagine that millions of Internet users produce content for TikTok. With TikTok scraping, it is promising for each business to get the most valuable information as follows:

Why do you need to scrape TikTok data

The metrics of an average TikTok user interested in some special accounts (maybe, yours is in that list).
Main trends each stratum of TikTok shares.
Thoughts and ideas that are popular on this network.
Scraping TikTok is a helpful activity for lots of situations. Let's take a brief look at them. You may be interested in TikTok scraping for the following reasons:
When you are engaged in social media listening and monitoring, TikTok scraping will help you to gather the information you may need. The main intention of each TikTok scraper tool is to be effective for social listening goals.
With the help of TikTok scraper, you can get information about opinion leaders whose targeted audience is similar to yours to engage them in your company/product/service promotion.
For social-based projects, the investigation in the field of TikTok audience is also significant.
We can conclude that TikTok scraping is handly for Social Media Listening, Social Media monitoring, and 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. Even more, this data value is high enough for the overall concept of the business.
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:

What tools to use to scrape TikTok data

Online scrapers right from the web;
TikTok data APIs.

Web TikTok scrappers

These scraping services that may help you to extract the content you need from TikTok are mainly scrapers offered by proxy providers. The reason 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. If you do not want to be banned, it is necessary to use proxies, predominantly residential ones. In this way, the proxy providers seem to be the big sharks on the market of TikTok scrapers. With them, TikTok data scraping seems easy enough, yet the amount of data received is not as large as it can be. When giving the most prominent examples of these scrapers, we should list the two of them.
Octoparse is one of the main scrappers around the world. Despite its plane visual interface, it allows web scraping of TikTok with a limited number of data, and to use a full-fledged version, you should subscribe to it, which means paying for its services.
ScrapeStorm can parse TikTok data from the web application, not only mobile. It provides data in multiple formats, including TXT, JAON, Excel, Google Sheets, etc.
Another 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 TikTok API scrapers like Data365. In it, you can easily collect data you may need: from user IDs to likes and views of some videos. All the data are cleaned thoroughly from unnecessary info, and you get it optimized clearly and saved in a format you need for further analyses.

For considering the convenience of the API scraper, let us guide you through the most effective technology in the field nowadays. That is a Python scraper.
Python-based TikTok scrapers are among the most accurate solutions due to the peculiarities of that coding language. Python scrapers are considered the most effective, and combined with the Selenium scraping library – they offer significant results.

Not all scrapping tools use Python since some prefer to base their scripts on JS and Node JS frameworks. Yet, Data365 offers 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 data scraping tips

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.
Another 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 TikTok API scrapers like Data365. In it, you can easily collect data you may need: from user IDs to likes and views of some videos. All the data are cleaned thoroughly from unnecessary info, and you get it optimized clearly and saved in a format you need for further analyses.

For considering the convenience of the API scraper, let us guide you through the most effective technology in the field nowadays. That is a Python scraper.
Python-based TikTok scrapers are among the most accurate solutions due to the peculiarities of that coding language. Python scrapers are considered the most effective, and combined with the Selenium scraping library – they offer significant results.

Not all scrapping tools use Python since some prefer to base their scripts on JS and Node JS frameworks. Yet, Data365 offers 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 data scraping tips

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.
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)
Another 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 TikTok API scrapers like Data365. In it, you can easily collect data you may need: from user IDs to likes and views of some videos. All the data are cleaned thoroughly from unnecessary info, and you get it optimized clearly and saved in a format you need for further analyses.

For considering the convenience of the API scraper, let us guide you through the most effective technology in the field nowadays. That is a Python scraper.
Python-based TikTok scrapers are among the most accurate solutions due to the peculiarities of that coding language. Python scrapers are considered the most effective, and combined with the Selenium scraping library – they offer significant results.

Not all scrapping tools use Python since some prefer to base their scripts on JS and Node JS frameworks. Yet, Data365 offers 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 data scraping tips

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.
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)
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.
The data you can scrape with Python API tool
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