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Scrape TikTok In Python [2022]

Scrape TikTok In Python [2022]

In this article, we'll walk you through the process of extracting data from TikTok using an unofficial API in Python. Here's a step-by-step guide to get you started.

Prerequisites

Before diving into the code, you need to install a couple of packages. These packages are essential for interacting with the TikTok API and running browser automation.

  1. Install TikTok API Package:

    Open your command line and run:

    pip install TikTokApi --upgrade

  2. Install Playwright:

    Next, you need to install Playwright, which will install some necessary binaries for the hidden browser:

    python -m playwright install

    This process may take some time depending on your system. Note that the TikTok API package is well-maintained and has over 400,000 downloads, which makes it a trusted choice in the community.

Start Coding

Now that you have the necessary packages installed, let's dive into writing the script to extract data from TikTok.

  1. Import and Instantiate TikTok API:

    from TikTokApi import TikTokApi

api = TikTokApi()

  2. Get Trending Videos:

    To get the trending videos on TikTok, you can use the following code:

    for video in api.trending.videos:
    print(video.author.username)

    This loop will print out the usernames of all trending videos on TikTok at the time of execution.

  3. Download a TikTok Video:

    If you want to download one of the trending videos, you can use the code below:

    for video in api.trending.videos:
    video_bytes = video.bytes
    break

with open('test.mp4', 'wb') as out:
    out.write(video_bytes)

    This script will save the video to a file named test.mp4.

  4. Get All Data Associated with a Video:

    To get all the data associated with a TikTok video object, you can do:

    for video in api.trending.videos:
    print(video.as_dict)
    break

    This will return a dictionary containing all the data associated with a specific video.

Conclusion

This tutorial shows you how to use the TikTok API to extract trending videos, download them, and retrieve detailed data associated with them. The TikTok API is a powerful tool that can help you scrape data from TikTok for various applications. Stay tuned for more videos and tutorials on web scraping, reverse engineering, and more!

Keywords

  • Python
  • TikTok API
  • Web scraping
  • Trending videos
  • Browser automation
  • Playwright

FAQ

Q1: How do I install the TikTok API package? A1: Use the command pip install TikTokApi --upgrade in your terminal to install the TikTok API package.

Q2: Why do I need Playwright for this script? A2: Playwright is needed to install some necessary binaries for the hidden browser, which is used to interact with TikTok.

Q3: How can I get the usernames of trending videos on TikTok? A3: Use the code snippet:

for video in api.trending.videos:
    print(video.author.username)

Q4: How do I download a trending TikTok video using Python? A4: Use the script:

for video in api.trending.videos:
    video_bytes = video.bytes
    break

with open('test.mp4', 'wb') as out:
    out.write(video_bytes)

Q5: How can I retrieve all the data associated with a TikTok video? A5: Use the following code to print a dictionary of all the data:

for video in api.trending.videos:
    print(video.as_dict)
    break

Feel free to comment if you have any questions or run into any issues. Happy scraping!

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