Almost a million Spotify tracks

Dataset contains information about ~0.9 million Spotify tracks.Data sampled using Spotify API Each object may be uniquely identified by track_id Description of the data: track_id: id of the trackstreams: number of times the track has been listened toartist_followers: number of the followers of the track's authorgenres: track genresalbum_total_tracks: number of tracks in the album the track is a part oftrack_artists: name of the track's authorartist_popularity: popularity of the track's author estimated by Spotifyexplicit: whether the lyrics contain obscene wordstempo: track's tempo estimated by Spotifychart: chart the track is in (if any)album_release_date: the date on which the album the track is a part of was releasedenergy: track's energy estimated by Spotifykey: track's tonality estimated by Spotifyadded_at: moment in time when the track was uploadedpopularity: track's popularitytrack_album_album: type of the album the track is a part ofduration_ms: length of the track in millisecondsavailable_markets: in what countries the track is availabletrack_track_number: track's disc number according to Spotify (the number of the track in the album it belongs to)rank: position in the chart (if the track is a part of a chart)mode: modality of the tracktime_signature: time signature of the trackalbum_name: name of the album the track is a part ofspeechiness: speechiness of the track estimated by Spotifyregion: region of the chart (if track is a part of any chart)danceability: danceability of the track estimated by Spotifyvalence: valence of the track estimated by Spotifyacousticness: acousticness of the track estimated by Spotifyliveness: liveness of the track estimated by Spotifytrend: change in track's position within the chart (if track is a part of a chart)instrumentalness: instrumentalness of the track estimated by Spotifyloudness: loudness of the track estimated by Spotifyname: track title as displayed at Spotify本数据集包含约90万条Spotify曲目数据，数据通过Spotify API采集获取。每条曲目均可通过曲目ID（track_id）进行唯一标识。 数据字段说明如下： - 曲目ID（track_id）：该曲目的唯一标识 - 播放量（streams）：该曲目被播放的总次数 - 创作者粉丝数（artist_followers）：该曲目的创作者所拥有的粉丝总量 - 音乐流派（genres）：该曲目所属的音乐流派 - 专辑总曲目数（album_total_tracks）：该曲目所属专辑的总曲目数量 - 创作者名称（track_artists）：该曲目的创作者姓名 - 创作者人气值（artist_popularity）：由Spotify评估的该曲目的创作者人气指数 - 是否含低俗歌词（explicit）：标识该曲目歌词是否包含低俗违规内容 - 节拍速度（tempo）：由Spotify评估的该曲目节拍速度 - 榜单信息（chart）：该曲目前上榜的官方榜单，未上榜则无此字段 - 专辑发行日期（album_release_date）：该曲目所属专辑的发行日期 - 能量感（energy）：由Spotify评估的该曲目能量感指数 - 调式音高（key）：由Spotify评估的该曲目调式音高 - 上传时间（added_at）：该曲目被上传至平台的时间点 - 曲目人气值（popularity）：该曲目的人气指数 - 专辑类型（track_album_album）：该曲目所属专辑的类型 - 曲目时长（duration_ms）：该曲目的时长，单位为毫秒 - 可播放地区（available_markets）：该曲目可正常播放的国家/地区范围 - 曲目序号（track_track_number）：Spotify标注的该曲目在所属专辑中的曲目序号 - 榜单排名（rank）：该曲目在所属榜单中的具体排名，未上榜则无此字段 - 调式类型（mode）：该曲目所采用的调式（如大调、小调等） - 节拍号（time_signature）：该曲目的节拍标记 - 专辑名称（album_name）：该曲目所属专辑的名称 - 言语清晰度（speechiness）：由Spotify评估的该曲目言语清晰度指数 - 榜单地区（region）：该曲目上榜榜单所属的地区，未上榜则无此字段 - 可舞性（danceability）：由Spotify评估的该曲目可舞性指数 - 情感效价（valence）：由Spotify评估的该曲目情感效价指数 - 原声性（acousticness）：由Spotify评估的该曲目原声性指数 - 现场感（liveness）：由Spotify评估的该曲目现场感指数 - 排名走势（trend）：该曲目在所属榜单中的排名变化情况，未上榜则无此字段 - 器乐性（instrumentalness）：由Spotify评估的该曲目器乐性指数 - 响度（loudness）：由Spotify评估的该曲目响度指数 - 曲目名称（name）：Spotify平台上展示的曲目标题