Last.FM_dataset

Last.fm Limited is a music website founded in the United Kingdom in 2002. Using a music recommender system called "Audioscrobbler", Last.fm builds a detailed profile of each user's musical taste by recording details of the tracks the user listens to, either from Internet radio stations, or the user's computer or many portable music devices. This information is transferred ("scrobbled") to Last.fm's database either via the music player (including, among others, Spotify, Deezer, Tidal, MusicBee, SoundCloud, and Anghami) or via a plug-in installed into the user's music player. The data is then displayed on the user's profile page and compiled to create reference pages for individual artists. The last.fm dataset consists of 166153 entries and 6 attributes. These attributes are: 1. Username: Consists of the name of the user. 2. Artist: Name of the artists that the user had heard. 3. Track: Consists of track/song name by that particular artist. 4. Album: Consists of names of the albums. 5. Date: Consists of the days ranging from January 1st to January 31st, 2021. 4. Time: Consists of the time of a particular day when the user had heard a particular track.Last.fm Limited，一家成立于2002年的英国音乐网站，凭借名为“Audioscrobbler”的音乐推荐系统，通过记录用户收听的音乐曲目详情，无论是来自网络电台、用户电脑还是众多便携式音乐设备，构建了每位用户的详尽音乐品味档案。这些信息通过音乐播放器（包括但不限于Spotify、Deezer、Tidal、MusicBee、SoundCloud以及Anghami等）或用户音乐播放器中安装的插件，被传输至Last.fm数据库（所谓“scrobbled”）。随后，这些数据将在用户的个人资料页面上展示，并汇编成针对个别艺术家的参考页面。该last.fm数据集包含166,153条条目及6个属性，具体如下： 1. 用户名：包含用户的名称。 2. 艺术家：用户所听过的艺术家名称。 3. 曲目：特定艺术家创作的曲目/歌曲名称。 4. 专辑：包含专辑名称。 5. 日期：涵盖2021年1月1日至1月31日的日期范围。 6. 时间：特定日期用户收听特定曲目时的时间。

搜集汇总

背景与挑战

背景概述

该数据集是从Last.fm API收集的音乐收听记录数据集，包含166,153条记录和6个属性：用户名、艺术家、曲目、专辑、日期（2021年1月1日至31日）和时间。它记录了用户通过Last.fm的音乐推荐系统Audioscrobbler收听的音乐信息，适用于音乐推荐、用户行为分析等社交网络分析任务。