Mining your own Spotify data is like accessing a musical window into your soul. What genre do you listen to the most? How obscure are your favorite artists? And, wait, you listened to "Alone" by Heart how many times!?

We've scoured the corners of the internet and collected our 13 favorite websites that analyze your Spotify data. 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.


How To Download Spotify Music On Data


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A heads up that each of these websites requires you to log in to your Spotify and grant the website access to your Spotify data, and we've included directions at the bottom for how to remove each site's access once you've tried them out.

Stats for Spotify is a classic Spotify data analyzer. It shows you your top tracks, artists, and genres organized by the previous four weeks, last six months, and all time. It also shows how your top tracks, artists, and genres have changed since the last time you used Stats for Spotify.

Instafest generates a personalized music festival lineup of your most-listened artists on Spotify. The more you listen to an artist the larger their name will appear on your lineup. It was created by USC student Anshay Saboo. You can choose a festival based on your top artists from the past month, the past six months, or of all time. You can also switch up the aesthetics of the graphic. So, who are your headlining acts?

Icebergify grabs the top 50 artists of your short-term, medium-term, and long-term listening trends and organizes them by their popularity or obscurity. If the artist is super popular (think Beyonce), they'll be at the tippy-top. But if you listen to a lot of Antichrist Siege Machine, they'll be closer to the bottom. 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.

Like Icebergify, Obscurify tells you how obscure the music you listen to is compared to other Obscurify users. It'll also show you your top five obscure artists and will rate your music's happiness, danceability, and energy compared to other users.

How NPRcore Are You analyzes how closely your music taste aligns with NPR music. Pick a time period and this tool will tell you what percent NPRcore you are or which of your top tracks and artists are most NPRcore.

I scraped (edit: part of) Spotify's song database. The end result is a dataset containing over 1.2 million songs, with titles, artists, release dates, and tons of per-track audio features provided by the Spotify API. You can check it out here: -12m-songs

That's why the Offline Mode is available, cause while you are using the rest of functionalities, the internet traffic data is neccesary, but it use less data when you are listening downloaded songs. The Offline Mode blocks any traffic data interaction with the app. Other apps have that functionality too.

Exactly! Four years after your post, they have done nothing to correct this issue. Telling you to switch to offline mode is not a solution. You should not have to manually toggle offline mode off and on in order to keep your playlists up to date without gobbling up our mobile data. Every other service I use has figured this out.

That's because this isn't an issue. Spotify upgrades the quality of the downloaded music to whatever your network connection allows. For example, you download your music in low quality, in order to safe storage. If you're the streaming and your connection allows it, spotify will stream the music in high quality, as far as I understand.

Depending on the quality you downloaded the songs in, the app may automatically "upgrade" the streaming quality depending on your settings and the available network connection. You could limit the streaming quality to your download quality or select a higher download quality. Turning off mobile data or using the app in offline mode are your other options.

@Bas23, playing offline content shouldn't consume data, but not turning Offline mode on might consume some data as the app needs an active connection to sync with our servers and provide the other features not available while offline. Having said that, if you don't turn this option on, the app might start streaming and as you set the streaming quality to low that setting would kick in instead of the one you set to your downloads.

There should be a setting for only using downloaded content and never using data when not on Wifi. I understand this may be the same as turning on offline mode, but it's annoying to turn that on and off every day when I'm out and about vs at home with Wifi. I just want to set it once and be done.

Spotify aims to make music special for everyone. Today, the company hosts more than 2 billion playlists and gives consumers access to more than 30 million songs. Users can search for music across any device by artist, album, genre, playlist or record label, while features like Discover Weekly suggest personalized playlists for millions of people around the world.

On the data side of things, the company is adopting an entirely new technology stack. This includes moving from Hadoop, MapReduce, Hive and a series of home-grown dashboarding tools, to adopting the latest in data processing tools, including Google Cloud Pub/Sub, Google Cloud Dataflow, Google BigQuery, and Google Cloud Dataproc.

The problem with offline mode is that you have to keep turning it on and off to update playlists and authorize music already downloaded. I've had multiple instances where I can't play downloaded music until I connect to a network (a real pain when on a multi-day backpacking trip).

The phone knows when it's connected to wifi so it's a simple block of code to do downloads and authorizations automatically. I've used several other music/podcast apps that do exactly that and they work great.

The offline mode is the safest option to avoid unauthorized data usage because it's the built-in system that prevents the app from "going online". Even when the songs are downloaded to the device, if the offline mode is not activated, the app will try to connect to a network and stream the songs.


Hey @rgames,


Thank you for keeping in contact.


We understand where you're coming from and we appreciate your feedback. However, even if the content is downloaded, the app will automatically connect to an available network and still use some data when listening to downloaded content. 


The function to prevent this to happen in the Spotify app is by enabling the Offline Mode manually.


Hope this helps. If anything else comes up, the Community will be here for you.

"the way Spotify works is that it takes all data of a song while it's still being played. One of the things that the app checks is if the song's been scheduled to be downloaded (when on Wifi) and if it is, it will "download" it while on cellular, but with no extra data cost to the user.


In addition, the app will also prefetch data for the next 1-2 songs from the queue/playlist, and do the same thing there - if it's been scheduled to be downloaded, Spotify will put it in the downloads since it already has everything needed to "download" it.

Still, if you'd like to fully prevent the app from using cellular data, you can do so from your Android device's Settings > Apps > Spotify (depending on the manufacturer's ROM). Just note that this would make the whole app unusable when on cellular.

I switched from YouTube Music to Spotify and I can't believe that Spotify does not have a feature to not use mobile data. It's so cumbersome to have to remember to manually enable offline mode every time. If the generally awful YouTube Music app can do this, I am confident that Spotify can.

I am playing around with spotipy and MySQL, trying to set up a simple database containing artists, albums and songs say of a given genre.I have now a simple question regarding the structure of such a database:

Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them.

There are so many other stories buried in this data, like seasonality for example. For a more in-depth tutorial, check out the recording of the Visualize Your Love of Music webinar. Share your own findings in this dataset by using the hashtag #DataPlusMusic on Twitter.

Spotify was founded in 2006 in Stockholm, Sweden, by Daniel Ek and Martin Lorentzon. The two wanted to create a legal digital music platform to respond to growing challenge of online music piracy in the early 2000s.- Advertisement -

Unfair or not, with the days of physical music long behind us (with the exception of vinyl junkies), Spotify dominates the way we consume music this century. It does not have the run of the market, however. Its rivals include Deezer, Pandora, and most ominously Apple Music, which has gained market leadership in the US and a few other countries.

Music App Report 2023Want to learn more about the music app industry? In our Music App Report, we cover financials, usage, downloads, and demographics by app and industry, alongside market share, engagement, and benchmarks.

In April, Sony Music Entertainment reached out to me with a really interesting project idea. When a single or album sells more than a certain amount of units they become a gold or platinum record. The artist generally receives a framed vinyl or CD. But in these days of data being tracked everywhere and listening to music online, could I develop a more data art inspired version of a gold record using data from the actual streams, charts and the song itself. Well, that sounded like an amazingly fun project to sink my teeth into so I enthusiastically agreed! ff782bc1db

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