![]() ![]() The album has 14 songs and has a total of 6,959,583,036 streams on Spotify. Starboy his third was released in 2016 on November 25 "Beauty Behind the Madness" is his second studio album, released on May 27, 2015. Some of his hits on Spotify are: 2015–2017 He has several popular hits, including Starboy, I Was Never There, Call Out My Name, Coming Down, The Zone, The Party & The After Party Wicked Games, and many others. He quickly gained a following for his unique blend of R&B, pop, and hip-hop and his emotive, often dark lyrics that often dealt with themes of love, heartbreak, and addiction. He is one of the most successful and influential musicians of the 21st century. We also used one custom visual developed by one of our team members ( ).The Weeknd on August 26, 2022, sporting a vintage Tommy Bahama jacket and goggles.( Source :ġst in the world spotify 2023 list include The Weeknd.Īlso known as Abel Tesfaye, he is a Canadian singer, songwriter, and record producer. In terms of visuals, we used a diverse set of different ways to depict the data and took this opportunity to apply couple of ones that we do not use on a daily basis (like the word cloud). Week ending in: date field corresponding to the last day of the week considered for the rankings Week number: integer number corresponding to the week number in the calendar year. Position: ranking of the song in terms of number of streams, ![]() To do so, we went to and obtained the list of the top 200 global Spotify songs for 50 weeks of 2017 (there is a gap in the rankings in the last weeks of May). Spotify Rankings Source: We also wanted to see how these songs performed and how their popularity evolved during last year. The time signature (meter) is a notational convention to specify how many beats are in each bar (or measure). Time_signature: An estimated overall time signature of a track.Duration_ms: The duration of the track in milliseconds.Tempo: The overall estimated tempo of a track in beats per minute (BPM).Tracks with high valence sound more positive. Valence: A measure from 0.0 to 1.0 describing the musical positiveness conveyed by a track.Higher liveness values represent an increased probability that the track was performed live. Liveness: detects the presence of an audience in the recording.Instrumentalness: Predicts whether a track contains no vocals.Acousticness: confidence measure from 0.0 to 1.0 of whether the track is acoustic.talk show, audio book, poetry), the closer to 1.0 the attribute value. The more exclusively speech-like the recording (e.g. Speechiness: detects the presence of spoken words in a track.Major is represented by 1 and minor is 0. Mode: indicates the modality (major or minor) of a track, the type of scale from which its melodic content is derived.Values typical range between -60 and 0 db. Loudness is the quality of a sound that is the primary psychological correlate of physical strength (amplitude). Loudness values are averaged across the entire track and are useful for comparing relative loudness of tracks. Loudness: overall loudness of a track in decibels (dB).Integers map to pitches using standard Pitch Class notation. Typically, energetic tracks feel fast, loud, and noisy. ![]() Energy: represents a perceptual measure of intensity and activity.Danceability: how suitable a track is for dancing based on a combination of musical elements including tempo, rhythm stability, beat strength, and overall regularity.Spotify demographics and the fact that hip-hop and Latin music singers are predominantly male may explain this imbalance.Īpparently, we might have learned something with ABBA by having just one co-ed band and, by the way, what happened to rock music? Check our report and take your own conclusions! We noticed that the top 100 showed great gender discrepancy as the top of the list (actually, the entire list) was dominated by male artists. Kendrick Lamar, Lil Uzi Vert and Post Malone also experienced huge popularity. As we expected, “Despacito” took a number of highly ranked spots (having an original and a remix version including in this rank!). We wanted to get a notion on what are the current music trends and which ones will most probably continue to rise in the current year. The dataset comes from Kaggle, which includes some features (such as danceability, liveness, energy, etc.) to enhance our analysis. The data we used for this challenge includes the 100 most streamed songs over the course of last year on Spotify. Top Spotify Tracks of 2017 - The Latin Takeover, Hip-Hop on Top and the Era of Pop ![]()
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