Top songs in cosmetics-related TikToks Summer 2022
Data: cosmention.com, datapoints cover the time from Jun 01, 2022 to Aug 31, 2022
About
What’s hot on #BeautyTok? The table lets you explore the most popular songs that users have featured in the cosmetics-related videos from Summer 2022. Each song conveys a different mood: from dreamy and whimsical to energetic. Each is a community-vetted earworm. Listen to the hits, discover trends and compare metrics in this interactive table.
Technology
The table was built and styled in R with the packages reactable and reactablefmtr, sparkline and custom JavaScript, HTML, CSS. It features a custom audio player, custom cell arrangements with album covers, and the use of spark lines. The icons are from Font Awesome.
Data
The dataset comprises 1,000 popular songs on TikTok and is formatted as an RDS file.
The columns are:
music_id: chr, unique ID of the songsong_title: chr, name of the songartist: chr, name of the artistplay_url: chr, url to the audio file hosted by TikTokn_tiktoks: int, number of times the song was used in TikToksweekly_tiktoks: list, contains a numeric vector for each row that has the number of uses by week from 2022-06-01 to 2022-08-31weeks: list, contains a yearweek vector (via tsibble::yearweek()) indicating the timing of theweekly_tiktokscolumn
The dataset is an excerpt from a large database of TikTok videos, TikTok songs, and their relationships. The data was collected from TikTok by Cosmention, a social media monitoring tool specialized for the cosmetics industry. Only videos that were classified as cosmetics related are included. The classification was done via a spaCy model.
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