How to Extract TikTok Video Data Using a TikTok Video API?

1. Gather Videos Forwarded by the Users

An excellent point to start is gathering videos from provided users. We would utilize TikTok-API made by David Teather (use pip3 to install TikTokApi to find the package).

To gather videos from a Washington Post TikTok account, follow the code:

The object user_videos is now listing 100 video dictionaries (with one example dictionary given here). You would probably be interested in only some stats that you can scrape from the complete dictionary using the given function:

After that, we can drive from API-outputted user_videos listing to a good, clean table (i.e. Pandas data frame) using three lines:

Here is the result file (We have removed a few columns and rows to make that readable):

2. Gather Videos Loved by the Users

Here, you may be attracted in videos “loved” by the provided users. This is effortless to collect. Let’s observe which videos the authorized TikTok account had recently liked:

And the result file looks like to one from the last time, as it saves the listing of videos:

3. Snowball the Listing of Users

Suppose you wish to create a more extensive user listing where you can gather videos they post and like. You could utilize 50 most-followed TikTok accounts; though, 50 may not produce a sufficient sample.

An additional approach uses suggested users for snowball the list from single user. Primarily, we would do that for four various accounts:

tiktok is the app’s official account.

washingtonpost is among the preferred accounts

chunkysdead leads the self-proclaimed “cult” on this app

charlidamelio is the maximum followed account on TikTok

Thi is the code we have used:

And suggested users are given below:

Mainly, the listing of references for chunkysdead and washingtonpost was indistinguishable, and there are many overlaps between other recommendations; therefore, this approach might not provide you with what you want.

Another technique to make a more extensive listing of users is using getSuggestedUsersbyIDCrawler to keep the snowball rolling. To make the listing of 100 recommended accounts using TikTok like a seed account, you will need the given code:

It makes a listing that has various celebrity accounts, some of them are given below:

We have observed that the getSuggestedUsersbyIDCrawler technique starts to diversify and get smaller, additional niche accounts having tens of thousands of followers instead of hundreds of thousands or millions. It is good news in case you need a typical dataset.

If you need to collect an extensive data sample from TikTok, we suggest starting with recommended users’ crawler.

4. Gather Trending Videos

Finally, you might need to gather trending videos for easy content analysis or keep it up. The API makes it very easy, as follows:

And this is the result file for trending videos on 2 nd July 2020, Thursday afternoon:

That’s all for now! Thanks for reading! For more information about scraping TikTok video data using a TikTok video API, contact Actowiz Solutions directly! You can also ask for a free quote for mobile app scraping and web scraping services requirements!