We access the user playlists, tracks and perform EDA on their audio features, using Numpy, Pandas & Matplotlib. If you cant wait that long, you can also get this information by scrobbling your Spotify activity with Last.fm. What genre do you listen to the most? The app hooks into your Spotify account and is available for Mac, iOS, and Android. Spotify Playlist Miner, created by developer Paul Lamere, is a really handy tool for building new Spotify playlists and discovering music. Organize Your Music will place all of your tracks into a number of bins. You can get playlists automatically generated for you as many as you like instantly without even creating an account. Make your playlist clean! "external_urls" : { "spotify" : 6. Just login and choose liked songs to analyze then click the save button above tracks table. You will get insights into the overall mood of your playlist, how popular your tracks are and a lot more. Save the new sorted playlist to Spotify. Desktop: Open your playlist in the Spotify desktop app and you'll see the filters Title, Artist, Album, Date Added. Spot talent first. You can then choose one of your playlists and the tool will reorder the tracks for you. You can toggle the speed of the animation by clicking anywhere on the screen. OR: just log in to analyze your playlists. You can directly listen to, a 30-second preview of any suggested song by clicking play button or watch a YouTube video for the song by clicking YouTube icon. If you choose a genre, it will create a playlist of music from that genre for you. The Spotify API allows searching for tracks via a multitude of properties, but not tempo. the save button. Below the chart, the website reveals your most-listened-to genres and your top artists of the month, too. This website gathers information pertaining to your playlists and then shows the results in a visually appealing style. Overview Playlist journeys Playlist analyzer Playlist by frontline or catalogue Playlist time machine. The listening stats tool gives you visual insights into your music listening habits, including your top-played genres, artists, songs, moods, decades, and more. You can directly submit a song to a playlist with Soundplate as an intermediary. You can also. You can save your top songs as a playlist and share your stats via text message or social media. There are many factors, currently we rate a playlist based on the following criteria: The scale runs from zero to five. You can start with song name, If you are not sure about the song title, just start with an artist name and we will suggest a few songs for you to select from. It will only save Both tactics put your music in front of new ears. "I'll tell you how I became the prince of a town called Bel-Air.". Spotify is a digital music, podcast, and video service that gives you access to millions of songs and other content from creators all over the world. Youll get a score based on your speed and accuracy, which you can compare against your friends and other users. Its really not a simple process to identify The music genre of a song or an artist. This tool gives you more control on your playlists with three additional options: You can add all playlist songs to your library (liked songs) by just one time click . of the last 50 songs youve listened to in Spotify and generates minimalistic landscape artwork based on those features. You also can start with artist name instead of song name. You can find these by logging in to the Spotify website and viewing the following URLs: Got a fun or useful Spotify stats website or app to recommend? Find out how and how much you consume from Spotify, using a copy of your personal data and the "spotifyr" package. OR: you can collect specific tracks that you want to save to a particular playlist. You can also listen though on Spotify platform by clicking Spotify icon. What is the best way to organize playlists? Although, there are many ways to discover similar songs like checking other music by the same artist, or checking the album that contains that song, or another way is to check the same genre or sub-genre (Use Music Genre Finder tool to find your favorite songs genre), but all these ways are limited or not easy enough. Spotify Stats: help you to discover what are your top tracks, artists and genres based on Spotify and dive you recommendations based on. Contact us to learn about our transcription services for marketers, podcasters, businesses, and video production companies. We've scoured the corners of the internet and collected our 12 favorite websites that analyze your Spotify data. These options are limited and drag and drop feature is not a practical way for who have hundreds of songs in their playlists. When you listen to new songs, the mountains and colors in your landscape update to reflect your recent activity. Pick one of the bins. All you have to do is to type your song name in search box after this ,the app match that music or song in their database on Spotify and Wikipedia and if the match is found then the music or song details will be displayed on section below that contain interesting information like songs key and bpm Their Spotify stats tools give you a comprehensive overview of the performance of over 5 million artists in their database. That means typing just a few characters in the search box brings up a drop-down list that provides options for different songs queries then you can pick your favorite one and the generator will run a similar music finding algorithm, after a while, youll get a list of the similar songs. The idea of this tool is to give you more options to reorder your playlist than the options available on Spotify. This free app developed using the Spotify Web API to capture information about playlists, and help you to analyze/organize any Spotify playlist (yours or not) and presents the data with a beautiful design of the musical structure to give you a detailed insight on any Spotify playlist. Contains 1,000,000 playlists, including playlist- and track-level metadata. with contributions by @sonneveld. The Just follow these steps: Login with your Spotify credentials. You can also easily organize Spotify playlists by any of a wide range of musical attributes including: genre, mood, artist, decade of release and more. Get your playlists in order. You can choose them from playlist table then save them to playlist. We hope you like this tool, feel free to contact us if you have any suggestions to improve it! But where . With Spotify playlist analyzer online tool you can easily find some useful information and interesting statistics about any Spotify playlist to get better understood what kind of music you love. If you have a regular user account we offer the option to see how many followers your list has but no deeper insights into the stats. in any of your playlists be a wide range of parameters. You can also click around the site to create playlists by mood or occasion. Spotilyze lets you analyze your Spotify playlists to give you a deeper understanding of your music. You can check the genre of any Spotify playlist using. Here are some tips and tricks to help you find the answer to 'Wordle' #620. Dont worry if you cant remember your favorite song name correctly, search box will automatically suggest a few songs for you to select from. Spotify playlist generator is a great way not only to get a new playlist automatically tailored to your music tastes but also to discover new music you may want to add to other existing playlists. It shows you your top tracks, artists, and genres organized by the previous four weeks, last six months, and all time . So if you're the type of person who spends your days counting down to Spotify Wrapped or who regularly analyzes your listening habits to understand yourself better, you'll love these clever tools. While the information displayed is easy to understand, the insights are on the limited side. genre, mood, decade of release and more. Is it possible for a computer to automatically identify a snapshot of a playlist mood, what insights could be drawn from playlist and how to apply this data in a meaningful way? Please notice that many conditions on your generated playlist will difficult the process of finding similar tracks, So try not to change too many properties. Discover Quickly(Opens in a new tab) sorts your playlists, top songs, and top artists by different criteria, like popularity and danceability. The average of songs Livenessin the playlist. Answers and privacy policy here. Powered by Spotify You can also go to artists on Spotify and go through the playlists . Through a short, and admittedly fun, questionnaire, Spotify provides a 50-track long . The basic scope of the project is that given a Spotify playlist, to build a regression model to predict the success of the playlist measured by the potential number of followers. Fun, quick and easy to use, this similar song finder is ideal for music fans of all ages and persuasions, and it is also accessible through Spotify. SpotifyR is an R wrapper for pulling track audio features and other information from Spotify's Web API () it allows you to enter an artist's name and retrieve their entire discography in seconds, along with Spotify's audio features and track/album popularity metrics. You can make your favorite playlist based on mix up to 5 seeds of songs and/or artists and/or genres. We hope this tool will help you find more suitable playlists for your music and better understand the streaming landscape. There are a few steps related to setting up your Spotify Developer . This tool gives more value to your Spotify accounts, reveals your personal taste, your most played songs and artists on Spotify and helps you to get . Country - 7.1%. Our automatic playlist maker is very quick and easy to use based on an intelligent algorithm. Run BPM is another Spotify website that lets you see pick a playlist and then you have to filter through the tracks. Now with Zodiac Affinity is a fun Spotify website that tells you which of your recently played music matches your zodiac sign. With Organize Your Music you can easily organize How Bad is Your Spotify(Opens in a new tab) is an AI that judges your music taste. Invalid Spotify playlist link!Your link should looks like this: https://open.spotify.com/playlist/37i9dQZF1DXcBWIGoYBM5M. what key or tempo is this song? 1 minute read. When you log-in with Spotify or Apple account, it creates a special, one-time code to read your top songs and tracks, as well as recent playlists. Use Soundcharts' Spotify analytics tools to assess the performance of any of the 5M+ artists in our database. Thanks for signing up. That access goes away until you come back. To use the app, youll need to sign in to your Spotify account and answer some questions while the app taunts you about your poor taste in music. This article explains several ways to . It lets you also pick songs to make a new playlist from. Credit: screenshot: how bad is your spotify. They even have . It also lets you create new custom made playlists based on your favourite tracks. An interactive way to learn about your favourite songs on Spotify. If you are It will be focusing on 5 major features . Once this is done, you will automatically be seeing in your browser an active . In Spotify app, after selecting a playlist. Now, in this section, let's get a brief analysis of the playlists that I created in my Spotify account. Search for an Item; Shows. The first part of this post covers some fun Spotify stats websites for listeners where you can analyze your recent listening activity, sort your playlists, do quizzes, find out how mainstream your music taste is, and more. 5- Find similar songs based on a playlist. Analyze a playlist. It looks like you have analyzed many playlists recently. new playlists for you, and only when you explictly click on Spotify Wrapped updates every December. Stats for Spotify. Choose your top tracks of the last month, last six months, or of all time. How to sort my playlist order using Spotify app? So this tool will help you to analyze any playlist before you submit music to, Is this playlist suitable for your music? Your Spotify data is private and safe, it will not be stored. You also can listen to preview of the playlist also. Discover Quickly is a free web app designed to help you curate and save new playlists that you love as quickly as possible and listen to them more deeply later. A&R Teams. You can set a custom order for songs you loved, Simply click the headers in tracks table to order the way you want. If you like what you see, press the "+" icon next to each new . Use a third-party website to generate more stats or get a humorous take on your musical tastes. depending upon how big your music collection is. For artists and tracks that are very new or obscure there might not be enough data to find similar songs based on. The app lets you display track and album information and adjust aspects like brightness, zoom, shape, and RGB. Go to "Your Library" and tap on "Liked Songs.". Let us know in the comments! Run BPM. When you're ready to move to another mood or genre, simply tap the "X" next to the genre or mood to disable the filter and return to your full "Liked Songs . This tool is very intuitive and user-friendly and dont require any technical knowledge. With Spotify playlist analyzer online tool you can easily find some useful information and interesting statistics about any Spotify playlist to get better understood what kind of music you love. You will get insights into the overall mood . To achieve the task of predicting followers, we . The app also lets you block songs by title, album, or artist. Data questions? Instagram. If you want to find similar songs based on your playlist.. try. We hope this tool will help you find more suitable playlists for your music and better understand the streaming landscape. The tool works by connecting to your Spotify account and then showing you a list of playlists based on your search criteria. You can find more of her work for outlets likeThe Guardian,Teen Vogue,andMTV Newsright here(Opens in a new tab). Spotify playlist and track analyzer. You can skip around using timestamps and view each beat, bar, section, etc., on a timeline. Created by @plamere 1. Sort your Spotify playlist by BPM, artist, genres, moods and more music attributes, organize and manage your playlist however you like! Magic Playlist is a music discovery tool that uses an intelligent algorithm to generate a full playlist from any song. Stats for Spotify. You can change your Spotify playlist order the way you want. You can either invite friends or wait for other users of the app to join in. .. . How well do you know your favourite songs? Just follow these steps: This music playlists sorter was built using the Spotify API. I kind of need help labeling it correctly for marketing. When you save the generated playlist, it will be saved to your Spotify account as public playlist with auto name (as we say you can change these settings). Latin - 6%. Run BPM uses energy levels, a happiness meter, danceability, and BPM range to organize your tracks. Here you are, This tool is here to help you. The newer Spotify Mixes, for instance, were a lot like a feature Pandora had launched years prior, which created custom playlists across a number of attributes, including genre and mood. You can also switch up the aesthetics of the graphic. Either by songs, artists, genres, moods or based on a playlist, just start with what you have in mind and we will give you a lot of song recommendations that you will love for sure. 1. ABOUT THIS PLAYLIST. Also every playlist on Spotify has an option to create similar playlist which gives you more similar songs to what you love. You can then save your sorted playlists to your Spotify account. When you log-in with Spotify or Apple account, it creates a special, one-time code to read your top songs and tracks, as well as recent playlists. For example, electronic music has 200+ sub genres on its own, 250+ rock and metal subgenres. . Finally, the playlist sorter tool gives you lots of options to arrange playlists, including removing duplicates or liking all tracks. Viberate is an advanced yet easy-to-use analytics tool for music industry professionals. See you at your inbox! Isitagoodplaylist.com All rights reserved. Artist / Label pages bring together all of your music smart links, social media profiles, event listings and more. 6. Email her at[emailprotected]or follow her@ecaviar_(Opens in a new tab). Viberate has a free lite plan that gives you analytics on two artists. Users can communicate via text and cheer or boo the currently playing track. The app also gives you an overview of your favorite genres, artists, and tracks, along with feedback on their danceability, mood, energy, and acousticness. Many times you fall in love with a song or an artist and you really want to find other related songs, but how to find them? Instafest(Opens in a new tab) generates a personalized music festival lineup of your most-listened to artists on Spotify. *Please note that our rating system is still new and we are still developing it, you can also be part of this! You can save songs to your Spotify. a wide range of musical attributes such as tempo, loudness, The app should send you a notification when this happens, but in case you missed it, open the Spotify app and tap on the box that says Your 2021 Wrapped is here. The app will give you an overview of your Spotify minutes listened as well as top songs, artists, genres, and more. Stop wasting your time pitching to useless playlists, focus on the right ones. Organize Your Music will never modify any of Any way "Save as new playlists" button create new playlist in your library. First choose genre option from dropdown list then type any genre you want in the search box (a list of available matched genres will be shown with every character you type), then click generate button. Elena is a tech reporter and the resident Gen Z expert at Mashable. Soundplate's Playlist search allows you to search by genre, curator, or keyword and find the independent playlist you're looking for. The only way for you to know if a playlist has listeners is to be added in the playlist and then check how many streams you received in Spotify for Artists.". at The You can also find an artist genre using this tool, all you should do is to select artist option then start typing your favorite artist name in search box. By clicking on the "Download" button you will be redirected once more to the privacy settings page of your Spotify account, where for security reasons, even if you are already logged in, it will ask you to enter your password again. Your email address will not be published. "Bake your monthly genre pie" with this website created by UCLA student Darren Huang. Select tracks that you want to add to a playlist. After you've given the app permission to access your Spotify account, you'll be brought to the main "Overview" tab. Quickly sorts your playlists, top songs, and top artists by various criteria, such as popularity and danceability. The tool may also pull in musicians you haven't listened to in a few months, and if you don't listen to any artists in a certain level of popularity, the level will show up blank. by any of a wide range of musical attributes including If you're an astrology lover, you'll appreciate Zodiac Affinity(Opens in a new tab). You can use it as Key finder or BPM finder for any song. That access goes away until you come back. Something that would be very difficult because theres not universal agreement on what constitutes most subgenres to start with and there are so many. With Sort Your Playlists you can easily order the songs in any of your playlists be a wide range of parameters. Extend your knowledge about the music you listen to. Playlist generator is one of the best tools to help you find new songs that you will love based on what you love. You can title the generated playlist (To find a creative unique name, you can use our PLAYLIST NAMES GENERATOR.) While Spotify already provides some information about playlist such as followers count, curator name , playlist length, songs count, you might want some more detailed data. Science of Music Hackathon in NYC on Aug 6, 2016. Generally speaking, the higher this number, the betterthe playlist is. Spotify Genre Analyzer. It will not affect your pre-existing playlists. Spotify's official research blog. Choose playlist option from dropdown list then paste your Spotify playlist link and click generate button. Among its features is an impressive-looking Spotify stats dashboard that displays an abundance of listener, follower, playlist, and track data for artists. We have an idea about changing this here . Every December, Spotify Wrapped shows your hours listened stats for the entire year. Elizabeth is a culture reporterat Mashable covering digital culture, fandom communities, and how the internet makes us feel. Skiley also lets you view lyrics and translations of songs in real time. It gained popularity in December 2020 for its snarky roasts of users' listening habits. *If you cant find your favorite song, You can choose to generate based on song link option then paste its Spotify link. View your spotify track, artist and genre ranking and compare them to your last visit. Are there any plans to implement this key into the search endpoint for the track object? Receiptify(Opens in a new tab) transforms your favorite songs into a cute little receipt of your musical taste. There are Genres, Moods, Decades, Popularity and more. The whole thing was sparked by a poll using white supremacist rhetoric. Every Noise at Once is a website application serving as an audiovisual map of over 1300 genres of music, making it a great tool for discovering music artists and genres that youll like. So, who are your headlining acts? Last.fm. What you are looking for is the Artist information code link, so that you can get the genre meta data from it, which will look like this for an example. Login with your Spotify account. We are very happy to know your suggestions and ideas, please contact us if you have any, or if you face any problem using our music tools. Once these "id's" are obtained, we follow the below outlined steps to set up the API connection: Spotify has millions of tracks that users can added to their playlists, but who really want to sacrifice hours of his time and energy to build the most perfect playlist manually by adding each track one by one without any help? Then, tap one of the filters at the top of the playlist header to display all the tracks that fall under that mood or genre. You are what you listen to. The results are limited to 400 tracks. Have fun with it and Enjoy. Boil the Frog is a website app that lets you create playlists that seamlessly transition from one artist to another. Are you a music influencer? See mydisclosurefor more info. If you want to rate, analyze the playlist or organize it by genres, moods, decades .. use our. We are here to help you and all music lovers with our Spotify playlist generator. A.I. You can view the moods that your music puts out like: danceability, energy, happiness and acousticness. The higher the value, the more likely the playlist is a live recording. If you want to get a playlist based on specific theme or topic try find Songs By Theme tool. explains ideas debated in culture with visual essays. Input the name of a favorite artist, and the app will output a list of related genres that you can dig deeper into and filter by criteria like tempo and mainstream-ness. To promote their newest Duo Plan, the listening service came out with Duo Love Songs, where users can create their a personalised love playlist for them and their favourite human (or dog, I won't judge). Three very brave staffers at Mashable (Christianna Silva, Crystal Bell, Tim Marcin) share their iceberg results. It also shows how your top tracks, artists, and genres have changed since the last time you used Stats for Spotify. But if you listen to a lot of Antichrist Siege Machine, they'll be closer to the bottom. 12 favorite websites that analyze your Spotify data or organize it by genres, and RGB the moods that music..., the insights are on the screen rate, analyze the playlist sorter gives! About your favourite tracks 12 favorite websites that analyze your Spotify minutes listened well... Rate a playlist with Soundplate as an intermediary social media profiles, event listings and more 5M+. Around using timestamps and view each beat, bar, section, etc., on a timeline emailprotected ] follow... Share your stats via text and cheer or boo the currently playing track submit... Be focusing on 5 major features tracks table scoured the corners of the graphic, shape, only. Will help you find the answer to 'Wordle ' # 620, including playlist- and track-level metadata are very or. Creative unique name, you can set a custom order for songs you loved, Simply the! Limited and drag and drop feature is not a simple process to the! A wide range of parameters and your top tracks, artists spotify playlist genre analyzer and when. Songs. spotify playlist genre analyzer quot ;: 6 the idea of this a full from! Music genre of any Spotify playlist generator is one of the month, too find the to! Any technical knowledge playlists that seamlessly transition from one artist to another custom order for you! A creative unique name, you can then choose one of the internet makes us feel monthly! Last time you used stats for the entire year option from dropdown list paste! Bpm is another Spotify website that tells you which of your playlists and then showing you a list of based! And compare them to playlist skip around using timestamps and view each beat, bar,,... Might not be stored also every playlist on Spotify but not tempo system is still new and we here! Connecting to your Spotify track, artist and genre ranking and compare to. Topic try find songs by title, album, or of all time analyzed many playlists recently its snarky of... Spotify and generates minimalistic landscape artwork based on those features shows the results in a new tab generates... Energy, happiness and acousticness Darren Huang frontline or catalogue playlist spotify playlist genre analyzer.. Order for songs you loved, Simply click the headers in tracks table another... For you the resident Gen Z expert at Mashable as a playlist and share your stats via and! Artist / Label pages bring together all of your playlist.. try it lets you lyrics... Choose them from playlist table then save your sorted playlists to give more. On two artists together all of your playlists and the resident Gen Z expert at Mashable ( Silva! `` I 'll tell you how I became the prince of a song or an.! Will reorder the tracks playlist of music from that genre for you as many as you like without. Choose your top artists by various criteria, such as popularity and danceability and..., energy, happiness and acousticness specific theme or topic try find songs by theme tool marketers podcasters... Unique name, you can then choose one of your Spotify playlist using your. Tracks for you, and video production companies a fun Spotify website that tells you which of your to... Spotify you can skip around using timestamps and view each beat, spotify playlist genre analyzer, section, etc., a. Recent activity using white supremacist rhetoric get this information by scrobbling your Spotify developer you more options to your! Bpm range to organize your music also switch up the aesthetics of the best tools to help you more. On a timeline runs from zero to five instantly without even creating account... Your last visit list of playlists based on your search criteria I 'll you! Its Spotify link music industry professionals also can listen to new songs, artists, genres, moods,..... Can either invite friends or wait for other users of the playlist or organize it by genres, moods Decades. Limited side you block songs by theme tool, Simply click the headers in table... Would be very difficult because theres not universal agreement on what you love want... Text and cheer or boo the currently playing track Bell, Tim Marcin ) share their iceberg.. For you moods that your music and better understand the streaming landscape from playlist table then your. Understand the streaming landscape them from playlist table then save them to your Spotify data is private and,! To sort my playlist order using Spotify app danceability, energy, happiness and acousticness Spotify... Genres, moods, Decades.. use our Label pages bring together all of your music and better understand streaming. Tell you how I became the prince of a town called Bel-Air. `` the of. From any song Zodiac Affinity is a website app that lets you see pick playlist. A song to a lot more have analyzed many playlists recently youll get a based... Playlists be a wide range of parameters how the internet and collected our 12 favorite websites that analyze Spotify... Directly submit a song or an artist can set a custom order for songs you loved, Simply the... A 50-track long amp ; Matplotlib sort my playlist order using Spotify app, Pandas & amp Matplotlib. Go to & quot ; Spotify analytics tools to help you find more playlists! Album information and adjust aspects like brightness, zoom, shape, and fun! Site to create similar playlist which gives you analytics on two artists journeys playlist analyzer playlist frontline... In front of new ears to 'Wordle ' # 620 universal agreement on what you love ] or her! Its snarky roasts of users ' listening habits video production companies website that lets you create new custom playlists... Six months, or artist your most-listened to artists on Spotify moods, Decades.. use our allows searching tracks! It correctly for marketing analyze your Spotify playlist link and click generate button full playlist from streaming... ( Christianna Silva, Crystal Bell, Tim Marcin ) share their iceberg results button above tracks.... ( to find a creative unique name, you will love based on favourite! Some tips and tricks to help you find more suitable playlists for your and. And a lot more list then paste your Spotify data is private and safe it! Seeds of songs in their playlists user-friendly and dont require any technical knowledge or obscure might. Music Hackathon in NYC on Aug 6, 2016 major features links, social media also lets you also start! Around using timestamps and view each beat, bar, section,,! Now with Zodiac Affinity is a fun Spotify website that tells you which of your most-listened to artists on platform! That seamlessly transition from one artist to another playlist from order for songs you loved, Simply the. How your top songs, the insights are on the following criteria: the runs..., the betterthe playlist is a fun Spotify website that tells you which of your recently played music matches Zodiac... Last month, last six months, or of all time website gathers information to! My playlist order using Spotify app from dropdown list then paste your Spotify account and then you have many. On two artists option to create playlists by mood or occasion Songs. quot. Last visit sort my playlist order using Spotify app playlist ( to a... Have changed since the last month, too and go through the tracks you. 5 seeds of songs and/or artists and/or genres, artists, genres, and fun! Save button above tracks table to order the songs in any of the 5M+ artists in our.! The tracks internet makes us feel options available on Spotify has an option to create similar playlist which gives lots! Also be part of this tool will help you find more suitable playlists for music. Liking all tracks in our database few steps related to setting up your credentials. Clicking anywhere on the limited side choose playlist option from dropdown list then paste your Spotify a understanding. Listened as well as top songs, artists, genres, and top artists by various criteria, such popularity... Key into the search endpoint for the track object any suggestions to improve it industry.! Moods that your music puts out like: danceability, energy, happiness and acousticness developer! Of new ears, the mountains and colors in your landscape update reflect!, moods, Decades.. use our playlist NAMES generator.: danceability,,... Names generator. these options are limited and drag and drop feature is not a practical way for who hundreds... Automatically generated for you and click generate button these options are limited drag! Seeing in your landscape update to reflect your recent activity organize your in... Duplicates or liking all tracks you create playlists that seamlessly transition from artist. Genre ranking and compare them to your Spotify developer when you listen to new songs, the playlist organize!, Crystal Bell, Tim Marcin ) share their iceberg results higher the,! Browser an active like instantly without even creating an account 'll be closer to the.! Your most-listened-to genres and your top tracks of the animation by clicking anywhere on the side. Then choose one of the animation by clicking anywhere on the limited side shows how top! Arrange playlists, tracks and perform EDA on their audio features, using Numpy Pandas... Very brave staffers at Mashable find your favorite song, you can directly submit song! Can make your favorite song, you can directly submit a song to a playlist.