A Comprehensive Dataset for performing Trending Analysis
Dataset Description
Popular TikTok Videos, Authors, and Musics
A Comprehensive Dataset for performing Trending Analysis
About this dataset
TikTok is one of the hottest social media platforms out there, and it's only getting bigger. If you're looking to get in on the action, this dataset is for you!
This dataset contains a collection of videos from TikTok, including information on the user who posted the video, the number of likes, shares, and comments the video received, as well as the video's length and description. With this data, you can see what types of videos are popular on TikTok and start planning your own viral content!
How to use the dataset
- The dataset contains a collection of videos from the social media platform TikTok.
- The videos include information on the user who posted the video, the number of likes, shares, and comments the video received, as well as the video's length and description.
- The dataset also contains information on popular TikTok authors, including their unique ID, nickname, avatar thumbnail, signature, and whether or not their account is verified or private.
- Additionally, the dataset includes a list of trending videos on TikTok, as well as the number of likes, shares, comments, and plays each video has received
Research Ideas
- Identifying popular TikTok authors to target for scraping videos and liked videos
- Finding trending videos on TikTok for further analysis
- Generating a list of videos from the TikTok app that are tagged with the #funny hashtag
Acknowledgements
License
> License: CC0 1.0 Universal (CC0 1.0) - Public Domain Dedication
> No Copyright - You can copy, modify, distribute and perform the work, even for commercial purposes, all without asking permission. See Other Information.
Columns
File: tiktok_collected_liked_videos.csv
| Column name | Description |
|---|---|
| user_name | The name of the user who posted the video. (String) |
| n_likes | The number of likes the video has received. (Integer) |
| n_shares | The number of shares the video has received. (Integer) |
| n_comments | The number of comments the video has received. (Integer) |
| n_plays | The number of times the video has been played. (Integer) |
File: tiktok_collected_videos.csv
| Column name | Description |
|---|---|
| user_name | The name of the user who posted the video. (String) |
| n_likes | The number of likes the video has received. (Integer) |
| n_shares | The number of shares the video has received. (Integer) |
| n_comments | The number of comments the video has received. (Integer) |
| n_plays | The number of times the video has been played. (Integer) |
File: tiktok_funny_hashtag_videos.csv
| Column name | Description |
|---|---|
| author_nickname | The author's nickname. (String) |
| author_avatarThumb | The author's avatar thumbnail. (String) |
| author_signature | The author's signature. (String) |
| author_verification | Whether or not the author's account is verified. (Boolean) |
| author_privateAccount | Whether or not the author's account is private. (Boolean) |
| author_followingCount | The number of people the author is following. (Integer) |
| author_followerCount | The number of people following the author. (Integer) |
| author_heartCount | The number of hearts the author has. (Integer) |
| author_diggCount | The number of diggs the author has. (Integer) |
| music_title | The title of the music. (String) |
| music_playUrl | The play url of the music. (String) |
| music_coverThumb | The cover thumbnail of the music. (String) |
| music_authorName | The author name of the music. (String) |
| music_originality | The originality of the music. (String) |
| music_duration | The duration of the music. (String) |
File: trending_authors.csv
| Column name | Description |
|---|---|
| Author ID | The author's TikTok ID. (String) |
| Author Nickname | The author's TikTok nickname. (String) |
| Avatar Thumbnail | The author's TikTok avatar thumbnail. (String) |
| Signature | The author's TikTok signature. (String) |
| Verified? | Whether or not the author's TikTok account is verified. (Boolean) |
| Private Account? | Whether or not the author's TikTok account is private. (Boolean) |
File: trending_videos.csv
| Column name | Description |
|---|---|
| user_name | The name of the user who posted the video. (String) |
| n_likes | The number of likes the video has received. (Integer) |
| n_shares | The number of shares the video has received. (Integer) |
| n_comments | The number of comments the video has received. (Integer) |
| n_plays | The number of times the video has been played. (Integer) |
Related Datasets
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YouTubers' Popularity Dataset
@kaggle
