Why the Spotify Shuffle Doesn’t Actually Shuffle

The Spotify Shuffle is a feature that was created to provide a random playlist for the listener. The idea behind the shuffle is that every song you listen to, will be different than the one before it. However, there are some hidden algorithms that allow for this isn’t necessarily true.

A study by mathematician Cathy O’Neil found that there were significant discrepancies in gender and genre in songs played when using Spotify’s Shuffle function. For example, out of 10 songs in a 10-song playlist: five were by male artists and three were female artists; four of the songs played were in genres like rap or rock while only two were pop; and nine of the songs had been written in 2017 while one had been written way back in 1997 (source).

Spotify Shuffle – The Good and the Bad of its New Feature

Many people who have tried Spotify’s new shuffle feature agree that it is the best way to discover new music. However, there are also some people who think it’s not a good feature because sometimes you have to listen to a song more than once before you can decide if you like it or not. What do you think?

What is the Problem with the Spotify Shuffle?

The problem with the Spotify shuffle not random is that it only generates a limited number of unique playlists without any additional input from the user, which can cause the playlist to have too many repeats. This means that if a user wants to listen to a different song, they have to continuously skip songs until they find something new.

In addition, shuffle mode does not offer diversity in playlist content or quality. In some cases, all of the songs in a given playlist are relatively similar and will stop playing after ten or so songs.

Spotify’s New ‘Shuffle’ Feature Will Likely Disrupt the Way We Listen to Music Forever

Spotify has recently announced a new feature called Shuffle. It will be a music service with an AI assistant that will generate new songs for you to listen to.

The features of the AI assistant are based on two algorithms: one that understands what kind of song you like and one that selects the song for you based on your mood or time of day. The combination promises to create perfect music for any occasion.

These AI assistants are not only useful but also fun and intuitive, as they can also provide recommendations and personalize your algorithms to match your preferences!

The Science Behind the Spotify Shuffle

We all have that one song that we absolutely love. It’s the one that gets us happy when we’re down, or sad when we’re feeling happy. It’s a song that defines an era of our lives. And it’s a song with so many memories attached to it.

Now imagine if you started hearing those songs on repeat, or worse yet, if you heard those songs in a different order every time you turned on Spotify…

What would happen to your mood as a result? Would it be as powerful as before?

How is this possible? What is going on scientifically inside of your brain and body as a result of these changes?

In this article, I explore the science behind the Spotify shuffle and how music affects our moods and emotions.

Fixing the Spotify Shuffle

Spotify is a popular music streaming service, however some users are not satisfied with its shuffle function.

It’s easy to understand why. When you shuffle an album or playlist, it will play top-to-bottom on the list, but Spotify will do this randomly.

This means you could end up hearing the same song two times in a row while shuffling an album of ten songs.

To fix this problem I would recommend adding a method of randomizing that is more predictable.


We are used to the idea that the next song on Spotify is simply a matter of hitting shuffle, but what if it’s not? What if the next song was determined by an algorithm that only knows what you liked in the past. You may be surprised at how different your playlist can be when you choose to mix things up.