Danceability Spotify


Download Open Datasets on 1000s of Projects + Share Projects on One Platform. Danceability. Next, I used the scikit-learn package to predict whether I can correctly classify a song's genre based on features such as danceability, energy, acousticness, tempo, etc. They collected data through an app that tapped Spotify's API, allowing them to retrieve users' playlists and audio features like liveliness, energy, danceability, tempo, time signature. Categorical features include genre tags and artist names. 0260 Round Tempo 85 Popularity 0 Danceability 0. 7650 Liveness 0. While Spotify is a great music service that provides a lot of value, there are other tools that complement the service to help users discover music and build playlists in the quickest and most efficient way possible. Api calls for getting data about songs. 3800 Acousticness 0. Spotify is one of the most popular streaming platforms in the world. Spotify Web API4. The Echo Nest, which is owned by Spotify, uses data to generate song recommendations. 0 is most danceable. However, if you must try, the track with the highest danceability rating is The Happiest Days Of Our Lives. This application is intended to provide you an insight into the your Spotify library and allow you to customize it according to how you want it to progress (say if you want to. Named "Best Podcast of 2018" by The New York Times, Dissect examines a single album per season, forensically dissecting the music, lyrics, and meaning of one song per episode. Your favorite Your most-listened to artists, tracks and genres. Spotify provides thorough explanation to its API, and it is really critical for a developer or analyst to read it before starting to do anything. Spotify's Discover Weekly: How machine learning finds your new music The science behind personalized music recommendations This Monday — just like every Monday— over 100 million Spotify users found a fresh new playlist waiting for them. Jan 06, 2015 · Spotify's product owner of taste profiles, Ajay Kalia, explains that my taste profile is based on music I listened to between 1 January 2013 and 19 December 2014 - Spotify has data before that. In the larger context of Currents , it’s a break from the existential dread of the rest of the album. A plot of songs' danceability vs. 0 is most danceable. 5550 Energy 0. Spotify integration in djay includes all of your existing playlists and starred tracks; powerful search capabilities, charts, browse (by genres, moods, DJs); and Match (for song recommendation). Need a playlist for a party? Specify several artists you can vibe to and give high rankings to danceability, tempo, and energy? I think this is a way to get more data from the user directly. Getting Audio Features from the Spotify API. A value of 0. Instrumentalness. Reddit gives you the best of the internet in one place. I went over implementations of common algorithms such as PCA, logistic regression and decision trees. Jan 14, 2016 · Spotify's 'data alchemist' is using technology to help identify new musical trends. Key and BPM for Dance Monkey by Tones and I. Users can seamlessly switch between Spotify and their existing local iTunes library, as well as mix tracks from both of these sources simultaneously. Now with Filters! Get your playlists in order. 7650 Liveness 0. Flexible Data Ingestion. Find album reviews, stream songs, credits and award information for Cansei de Ser Sexy - CSS on AllMusic - 2006 - You've gotta love the way Brazilian art…. This Soft Machine's single "Absence of Rhythm" is really anything but that. You can use our free playlist analyzer to quickly find some helpful statistics and information about any Spotify playlist. We hope this tool will help you find more suitable playlists for your music and better understand the streaming landscape. Powerful and simple online compiler, IDE, interpreter, and REPL. At first blush, Spotify in djay Pro 2's browser seemed fine - my playlists and listening history loaded properly, and dragging one of the tracks into djay Pro 2's decks was painless and rather quick. 0 is most danceable. Spotify items up to 25% off + Free P&P at Spotify. 0952 Valence 0. Now with Filters! Get your playlists in order. Records that literally change peoples lives. Spotify Integration If you have a Spotify business account to play music at your location, you can now allow our menu to display a "Now Playing" message between Instagram and Twitter posts. 5560 Energy 0. 0260 Round Tempo 85 Popularity 0 Danceability 0. the danceability scale which is an attribute of a song through the Spotify API. I would really like to have an app for Spotify that allows us to use the Echonest API to find new music in the Spotify catalog and create playlists by entering the familiar values for the Echonest API (tempo, danceability, hotness, energy, loudness, etc. Instrumentalness. Play on Spotify. Just make sure to have the right email registered on your account page , and keep listening to music to be part of these campaigns. 0335 Loudness -7. Get audio features for multiple tracks based on their Spotify IDs. A huge part of this work entails placing artists. Explore Popular Topics Like Government, Sports, Medicine, Fintech, Food, More. Sort Your Music. Initially a vinyl 12" was released with "Sometimes I'm Happy" on the flip side. I used: The Ultimate Guide On How To Make Beats from Home - Stuart Baliny - Medium Psych. 0952 Valence 0. There are things like "acousticness," "danceability," "instrumentalness, "loudness" and "speechiness. I went over implementations of common algorithms such as PCA, logistic regression and decision trees. 7650 Liveness 0. Discover the perfect track. Meet the man classifying every genre of music on Spotify — all 1,387 of them. As you fiddle with the parameters Nelson will adjust the playlist. In other words, from the time when your parents or grandparents demurely cut a rug to Elvis, all the way to Miley’s twerking at the VMA Awards, we’ve preferred our music to have just over average danceability. Create Your Personalized Playlist. Since its inception in 2009, VibeRide has become a popular non-commercial funk & soul music show, and its accompanying YouTube channel, which features unique live footage of many of the world's best jazz-funk acts, has become one of the most visited of its kind. 0 is least danceable and 1. Listen to High Danceability Playlist in full in the Spotify app. After I found out that I have access to some interesting features (danceability, loudness etc) on my Spotify playlists, I decided to crunch some numbers in order to discover some patterns of my favorite songs. By using our website, you agree to the use of cookies as described in our Cookie Policy. Pair with a decaf: Coffee & Piano. Sort your Spotify playlists by any of a wide range of musical attributes such as tempo, loudness, valence, energy, danceability, popularity and more. Danceability. Request an update to see if it fixes the problem or save your workbook again. About the Dataset The dataset was obtained by using the Spotify Web API in combination with the Python 3 library Spotipy. 4540 Instrumentalness 0. What Benny is actually singing is: "It's not enough, don't fight. Powerful and simple online compiler, IDE, interpreter, and REPL. Sort Your Music lets you sort the tracks in any of your playlists based on a number of Echo Nest parameters. What Benny is actually singing is: "It's not enough, don't fight. Some of the Primitives ' more "pop" songs are a bit too straightforward and bland, but the majority of Lovely is well-written enough to make up for. 9760 Round Tempo 118 Popularity 41 Danceability 0. I went over implementations of common algorithms such as PCA, logistic regression and decision trees. Spotify describes danceability as such, "danceability: how suitable a track is for dancing based on a combination of musical elements including tempo, rhythm stability, beat strength, and overall regularity. In this graph it shows the top 25 songs on the Spotify chart and their ranking of danceability from 0-1. As you fiddle with the parameters Nelson will adjust the playlist. There was a problem trying to update the data from Google Sheets. Android application built with the Spotify android SDK and the Spotify Web API, for sorting your playlists after specific values like the BPM, danceability or the loudness Android application built with the Spotify android SDK and the Spotify Web API, for sorting your playlists after specific values like the BPM, danceability or the loudness. Offers end soon!. This project will analyze the variables of a song that correlate with. Spotify sometimes gives out statistics and customized playlists through different campaigns. For the 31-year-old Spotify founder/CEO, the company's momentous 2014 wasn't enough. The danceability of this song is nearly mathematical—it gets people moving without fail. Spotify is right to focus time and energy on creating more items like this, such as energy, danceability, loudness. Luckily, Spotify explains what each of these audio elements refer to in a post on the Spotify developers blog. The Primitives' sound pretty much defines the lighter side of British pop in the late '80s: straight-ahead pop melodies, tinged with a bit of Manchester danceability and shoegazer experimentation. Some of the features, such as the tempo and duration, are intuitive; while the others are more complicated, like danceability and energy. 12 Spotify coupon and promo code for November 2019. A value of 0. 5 million daily active listeners. Search for music by key, BPM, popularity, energy, danceability, happiness, loudness and more. Deep inside Spotify's New York. In order to access the Spotify APIs I registered my app and then I provided the spotipy library with the client_id, the client_secret and a redirect url. Can a computer really determine something as fluidly defined as danceability? The developers at YR weren't so sure… So YR designed a tool to help you compare your own danceability ratings to the AI-powered scores from Spotify. As you fiddle with the parameters Nelson will adjust the playlist. Spotify data analyst Glenn McDonald has an answer to the question "The thirteen audio dimensions include tempo, loudness, energy, emotional valence and danceability," he says. It compares your data to others in your country. Api calls for getting data about songs. Danceability, a song by Fixon on Spotify We and our partners use cookies to personalize your experience, to show you ads based on your interests, and for measurement and analytics purposes. # ' @param max_danceability Optional. Analyzing Spotify Song Metrics to Visualize Popular Songs. It was released as the group's debut single in September 2010, and the following year was included on their EP Foster the People and their debut album, Torches. Gatorade Amplify is a brand integration with Spotify that informed by research on sonic attributes like danceability. Spotify provides thorough explanation to its API, and it is really critical for a developer or analyst to read it before starting to do anything. Can I still use Spotify in my store? "Spotify is for personal entertainment only and not for commercial use. We don't know the key of this song, sorry :(Video Johnny October. Home EDM News Robaer Has Some Of The Most Followed Playlists on Spotify, Here's Why. The feature is powered by The Echo Nest, recently purchased by Spotify, which selects the track "based on danceability, BPM, key, music style, and how well the song mixes with the currently. Organize Your Music. 0780 Valence 0. This article originally appeared on Motherboard Germany. It compares your data to others in your country. 1770 Valence 0. Spotify is right to focus time and energy on creating more items like this, such as energy, danceability, loudness. We create content that matters. You can use the new acousticiness parameter and the related song_types, along with all of the other Echo Nest parameters such as energy, danceability, liveness, speechiness and so on to give you and your users total control over their. The song data comes from algorithms that the music streaming service Spotify uses to make recommendations. 2610 Speechiness 0. The dataset comes from Kaggle, which includes some features (such as danceability, liveness, energy, etc. Below is a selection of the findings:. Published: September 27, 2018 2018 has been a great year so far for us data nerds. Web API lets your applications fetch data from the Spotify music catalog and manage user’s playlists and saved music. Pair with a decaf: Coffee & Piano. With over 30 million songs and close to 1,500 genres, it's no wonder that Spotify has become the go-to app for music connoisseurs the world. 2710 Liveness 0. Now with Filters! Login with your Spotify account to get started. These are six of the best Spotify web apps that you need to try. The Telegraph picked their top 50 tunes to get you on to the dancefloor. 0 is least danceable and 1. Create Your Personalized Playlist. 7650 Liveness 0. search Subscribe now for complete, danceability, strength of the beat and emotional tone. It creates a sonic fingerprint for each track. Jan 14, 2016 · Spotify's 'data alchemist' is using technology to help identify new musical trends. Just make sure to have the right email registered on your account page , and keep listening to music to be part of these campaigns. You can use the new acousticiness parameter and the related song_types, along with all of the other Echo Nest parameters such as energy, danceability, liveness, speechiness and so on to give you and your users total control over their. 3260 Acousticness 0. Discover the perfect track. Disc Number 1 Track Number 1 Duration 4:56 Duration Ms 296813 Time Signature 4/4 Song Key C Tempo 117. we will rescale danceability, energy , speechiness, liveness, valence and accoustiness by multiply 100. Danceability. Listen on Spotify. # ' @param max_danceability Optional. 12 Spotify coupon and promo code for November 2019. Aug 09, 2016 · Spotify Now Has A Tool To Help Organize All Those Songs You've Saved. Pair with a decaf: Coffee & Piano. Danceability describes how suitable a. It stands to reason that by plotting the "danceability" of music against historical stock market data, one can predict stock market ups and downs based on the degree to which people are getting down. Billboard: What were the best and worst parts of 2014 for you? Daniel Ek: We launched in almost 30 new. Connect your Spotify account to the service and you’ll be able to sort playlists by eight new categories: beats per minute (BPM), energy, danceability, loudness, valence, length, acoustic, and popularity. The parameters range from the obvious (popularity and tempo) to the peculiar (energy and danceability) and finally to the mind-boggling (valence and speechiness). Young And Menace Fall Out Boy | M A N I A. Login with Spotify. The Telegraph picked their top 50 tunes to get you on to the dancefloor. 9640 Round Tempo 183 Popularity 46 Danceability 0. "Pumped Up Kicks" is a song by American indie pop band Foster the People. Now with Filters! Get your playlists in order. The Set Listener Create a Spotify playlist for your favorite artist's most recent show. Of which the most independent measures are: Danceability, Valence and Tempo. You might remember valence from high school chemistry. Some of the features, such as the tempo and duration, are intuitive; while the others are more complicated, like danceability and energy. Listen on Spotify. Slightly deconstructed yet sophisticated, the focus of each effect is apparent and well-executed. A value of 0. The Primitives' sound pretty much defines the lighter side of British pop in the late '80s: straight-ahead pop melodies, tinged with a bit of Manchester danceability and shoegazer experimentation. Danceability. 0 is least danceable and. Two students and researchers at the University of San Francisco (USF) have recently tried to predict billboard hits using machine-learning models. Just a few quick notes concerning the audio features given by the Spotify API (I’m citing Spotify’s webpage here): danceability: Danceability describes how suitable a track is for dancing based on a combination of musical elements including tempo, rhythm stability, beat strength, and overall regularity. • Rate and comment on playlists • Direct integration with Spotify library to easily share and save your favorite playlists. The latest Tweets from YR Media (@itsYRmedia). the danceability scale which is an attribute of a song through the Spotify API. Here is The Endless River:. Clone via HTTPS Clone with Git or checkout with SVN using the repository's web address. So I gathered features for all tracks from the playlist:. Spotify is one of the most popular streaming platforms in the world. Their music unites, in a postmodern way, the inherent danceability with the critic. 5550 Energy 0. loudness (dB). Deep inside Spotify's New York. 0 is least danceable and 1. *Note: Spotify access in DJAY requires a Spotify Premium subscription. Spotify describes danceability as such, “danceability: how suitable a track is for dancing based on a combination of musical elements including tempo, rhythm stability, beat strength, and overall regularity. 0 is most danceable. One of them was Wrapped where you could see and share what you've been listening to throughout the year. Oct 19, 2014 · Truffle Pig is just one of the new musical inventions dreamed up at the sonic skunkworks born from Spotify's $100 million acquisition of The Echo Nest. Browse our list of Deezer & Spotify playlists for more. Spotify data analyst Glenn McDonald has an answer to the question "The thirteen audio dimensions include tempo, loudness, energy, emotional valence and danceability," he says. Gatorade Amplify is a brand integration with Spotify that informed by research on sonic attributes like danceability. 3260 Acousticness 0. —the time it's played the most across all time zones. 0852 Speechiness 0. This is a personal hack project on Spotify's public APIs and SDKs and does not represent Spotify. In order to connect an Android tablet or smartphone to the Reloop Beatpad, a USB-OTG adapter cable is required. Spotify describes danceability as such, "danceability: how suitable a track is for dancing based on a combination of musical elements including tempo, rhythm stability, beat strength, and overall regularity. The Echo Nest, which is owned by Spotify, uses data to generate song recommendations. Listen to High Danceability Playlist in full in the Spotify app. Luckily, Spotify explains what each of these audio elements refer to in a post on the Spotify developers blog. ) to enhance our analysis. 0952 Valence 0. This Browser Tool Lets You Remix Spotify’s Recommendation Algorithm. Your favorite Your most-listened to artists, tracks and genres. This is the functionality I am trying to add: 1) User is brought to a barebones homepage with nothing but a search bar (think google) 2) On every keystroke the user makes in the search bar, JQuery should send an AJAX GET request to the server with the search term, and the. We hope this tool will help you find more suitable playlists for your music and better understand the streaming landscape. This application is intended to provide you an insight into the your Spotify library and allow you to customize it according to how you want it to progress (say if you want to. Streaming music service shares its catalog with popular iOS DJ app djay 2, and you can get the iPhone version free for a week. Sort Your Music lets you sort the tracks in any of your playlists based on a number of Echo Nest parameters. Home EDM News Robaer Has Some Of The Most Followed Playlists on Spotify, Here's Why. I would really like to have an app for Spotify that allows us to use the Echonest API to find new music in the Spotify catalog and create playlists by entering the familiar values for the Echonest API (tempo, danceability, hotness, energy, loudness, etc. 0409 Instrumentalness 0. Pink Floyd's whole catalog is on Spotify. First we need to pick the pool of songs from which the songs that are most sonically suitable for our new playlist will be picked. We can not definitively say whether Spotify curators use this information as well but we can certainly see how categories like danceability, valence, and energy might be useful to them. Contribute to charlie86/spotifyr development by creating an account on GitHub. 0016 Instrumentalness 0. Now with Filters! Login with your Spotify account to get started. Create Your Personalized Playlist. There was a problem trying to update the data from Google Sheets. Danceability. Next, I used the scikit-learn package to predict whether I can correctly classify a song's genre based on features such as danceability, energy, acousticness, tempo, etc. This is the functionality I am trying to add: 1) User is brought to a barebones homepage with nothing but a search bar (think google) 2) On every keystroke the user makes in the search bar, JQuery should send an AJAX GET request to the server with the search term, and the. Danceability, a song by Fixon on Spotify We and our partners use cookies to personalize your experience, to show you ads based on your interests, and for measurement and analytics purposes. 9640 Round Tempo 183 Popularity 46 Danceability 0. 0003 Liveness 0. 0335 Loudness -7. The Spotify API provides, among other things, track information for each song, including audio statistics such as danceability, instrumentalness, or tempo. the danceability scale which is an attribute of a song through the Spotify API. Yesterday, Hanna Nykowska wrote an excellent blog showcasing how we can use Alteryx to authenticate against the Spotify API, which itself opens up endless possibilities of fun. But the machine learning team at this Singapore based start-up Musiio argues that the inefficiencies of the present AI assisted services still prevail. While Spotify is a great music service that provides a lot of value, there are other tools that complement the service to help users discover music and build playlists in the quickest and most efficient way possible. However, if you must try, the track with the highest danceability rating is The Happiest Days Of Our Lives. With Sort Your Playlists you can easily order the songs in any of your playlists be a wide range of parameters. Spotify Data Project Part 1 - from Data Retrieval to First Insights. A value of 0. Create smart playlists for your Spotify library! Stop relying on fancy pants algorithms to organize your library and instead build playlists the way you want. Using Spotify's public Application Programming Interface including tempo, key, valence (how positive or negative a song sounds), energy acousticness, danceability, and loudness. 0895 Speechiness 0. As you fiddle with the parameters Nelson will adjust the playlist. Code, compile, and run code in 50+ programming languages: Clojure, Haskell, Kotlin (beta), QBasic. Gatorade Amplify is a brand integration with Spotify that informed by research on sonic attributes like danceability. As if the original wasn't already enough, the remix is similar, but not totally like that. Explore Popular Topics Like Government, Sports, Medicine, Fintech, Food, More. The description of each feature from the Spotify Web API Guidance can be found below: Danceability: describes the suitability of a track for dancing. 2610 Speechiness 0. danceability, energy, teaser This entry was posted on October 14, 2010, 4:52 pm and is filed under code , fun , The Echo Nest. 5770 Acousticness 0. About the Dataset The dataset was obtained by using the Spotify Web API in combination with the Python 3 library Spotipy. Request an update to see if it fixes the problem or save your workbook again. Now with Filters! Get your playlists in order. " That's not right. Youth Radio is now #YRmedia -- a dynamic national network of young journalists, artists and innovators. Some are expected, such as the majority of tracks exhibiting higher energy, danceability, and polished studio production (low “acousticness” or “liveness”). Spotify also provides a speechiness metric: Speechiness detects the presence of spoken words in a track. " Energy "represents a perceptual measure of intensity and activity. A huge part of this work entails placing artists. 73316, and for the remaining 75, the average is 0. Flexible Data Ingestion. The song data comes from algorithms that the music streaming service Spotify uses to make recommendations. There are things like "acousticness," "danceability," "instrumentalness, "loudness" and "speechiness. Get audio features for multiple tracks based on their Spotify IDs. This article originally appeared on Motherboard Germany. Pick base artists and target audio features to create a personalized playlist. Young And Menace Fall Out Boy | M A N I A. Two students and researchers at the University of San Francisco (USF) have recently tried to predict billboard hits using machine-learning models. We are now called Soundtrack and live in 70+ markets. danceability_index. R wrapper for Spotify's Web API. 0003 Liveness 0. Billboard Hot 100 Chart. For example, if a user scores "high" across danceability, energy and genres, Soundwaves may recommend the Croatia route with activities such as The Buzz Boat, Wakeboarding and The Yacht Week Run Club. Billboard: What were the best and worst parts of 2014 for you? Daniel Ek: We launched in almost 30 new. Based on our experience, we believe that tempo, keys and audio features are decisive factors for recognizing music genres, and they should be what we are going to visualize. How We Connect. Danceability describes how suitable a. 0335 Loudness -7. Listen to High Danceability Playlist now. By using our website, you agree to the use of cookies as described in our Cookie Policy. In their study, pre-published on arXiv, they trained four models on song-related data extracted using the Spotify Web API, and then evaluated their. A Ruby on Rails application that uses the Spotify API to provide you an analysis of the progression of your Spotify library based on the danceability and energy of songs. 0 is most danceable. Danceability. As if the original wasn't already enough, the remix is similar, but not totally like that. Create Your Personalized Playlist. 6470 Energy 0. We hope this tool will help you find more suitable playlists for your music and better understand the streaming landscape. Liveness detects the presence of an audience in the recording. Analyzing my playlist tracks After a first API call to get my playlist id , I got all the tracks of my playlist with another API call along with some basic information like: song id, song name. I went over implementations of common algorithms such as PCA, logistic regression and decision trees. This is a personal hack project on Spotify's public APIs and SDKs and does not represent Spotify. EDIT: To explain the line above, I started this post assuming the lyrics in the chorus were, "It's not enough, not like that. In addition, participants completed a sur-vey with items from the Goldmiths Musical Sophistication Index (Gold-MSI; [10]). 4460 Release Date 2018-02-23 Continue reading →. The Echo Nest, which is owned by Spotify, uses data to generate song recommendations. A huge part of this work entails placing artists into genres. Flexible Data Ingestion. A value of 0. Sort Your Music lets you sort the tracks in any of your playlists based on a number of Echo Nest parameters. 9760 Round Tempo 118 Popularity 41 Danceability 0. 0895 Speechiness 0. So I gathered features for all tracks from the playlist:. Spotify also provides a speechiness metric: Speechiness detects the presence of spoken words in a track. Initially a vinyl 12" was released with "Sometimes I'm Happy" on the flip side. Users can seamlessly switch between Spotify and their existing local iTunes library,. Next, I used the scikit-learn package to predict whether it can correctly classify a song's genre based on features such as danceability, energy, acoustics, tempo, etc. Based on our experience, we believe that tempo, keys and audio features are decisive factors for recognizing music genres, and they should be what we are going to visualize. We are now called Soundtrack and live in 70+ markets. Offers end soon!. After compiling data set, I used Spotify's nifty Sort Your Music tool that measures variables of a song from energy to danceability to acoustic-ness. This Browser Tool Lets You Remix Spotify's Recommendation Algorithm. About the Dataset The dataset was obtained by using the Spotify Web API in combination with the Python 3 library Spotipy. In 1988, "Hold on to the Nights. They also have an API for developers to utilise their huge database of music to build interesting applications and uncover. What we're doing is curating music that really matters. 1610 Speechiness 0. 1030 Loudness -13. They collected data through an app that tapped Spotify's API, allowing them to retrieve users' playlists and audio features like liveliness, energy, danceability, tempo, time signature. Code, compile, and run code in 50+ programming languages: Clojure, Haskell, Kotlin (beta), QBasic. They also have an API for developers to utilise their huge database of music to build interesting applications and uncover. The data is derived from the Spotify Web API, which uses internal Spotify metrics to determine the parameters of the dataset. A huge part of this work entails placing artists. Users can seamlessly switch between Spotify and their existing local iTunes library,. Simply create a Spotify playlist called 'hamRadio' and we'll add awesome new songs to it as you listen. Danceability describes how suitable a track is for dancing based on a combination of musical elements including tempo, rhythm stability, beat strength, and overall regularity. we will rescale danceability, energy , speechiness, liveness, valence and accoustiness by multiply 100. In this graph it shows the top 25 songs on the Spotify chart and their ranking of danceability from 0-1. You can use the new acousticiness parameter and the related song_types, along with all of the other Echo Nest parameters such as energy, danceability, liveness, speechiness and so on to give you and your users total control over their. 2620 Instrumentalness 0. 6960 Release Date 2. Today's Top Hits is the #1 playlist in the Spotify ecosystem, with 18. 4540 Instrumentalness 0. Need a playlist for a party? Specify several artists you can vibe to and give high rankings to danceability, tempo, and energy? I think this is a way to get more data from the user directly.