This short article is focused on Spotify. Now you aren’t probably wondering. What the hell does Spotify have to do with data? Genuinely, not that much, but I wanted to consider the time to in depth highlight some of the excellent things Spotify is doing in the data world, and heck even a few things that are completely off the information beaten road.
Discover Weekly is a new feature Spotify fully released within the summer. Every Monday, the playlist updates and gives you 30 tunes you might have never heard of. It takes information that they’ve stored on you, and come up with songs that they believe you might like. Sounds great right? Indeed. It is great, but after getting used this feature for a couple months now there are a few defects in their system.
1 . Find out Weekly seems to pull based from your all time plays. So if you choose you want to listen to a genre a person often listen to for an entire week, that won’t be reflected in your Discover Weekly. This isn’t necessarily a plus or perhaps a minus. For me, I’d rather get music suggestions based on the music We’ve listened to most recently.
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2 . There is a best lack of visibility in their process. Understandably they don’t want someone else to copy how this works. I would end up being really curious in reverse engineering their algorithm, but that would involve monitoring everything I listen to throughout a week (impossible), and I’d have to abruptly become a software engineer(which I’m not), plus Spotify will never release just how promotional activity affects this playlist.
3. The refresh time of the particular playlist seems to be really arbitrary, plus I’m not sure what causes it. I’ve had my playlist refresh at two in the morning on Monday, and I’ve had it refresh at 10pm on Monday. The inconsistency is quite annoying for those of us who are super habitual beings. UPDATE: I’ve today noticed that it seems to refresh any time you restart the client. It would be nice when they had a push setting to alert the user they need to restart the client in order to retrieve it.
4. Sometimes things shows up that you just don’t like, and it’s nearly infuriating when it does. There’s no method to really fix this on their finish, but it would be nice if I has been somehow given the ability to opt from certain bands. For instance, I had Upon a Burning Body show up on my playlist, which I’ve listened to them in the past. Well, I had a significant fall out with that band after a few stunts they pulled on their new album. I lost all respect for the band and want absolutely nothing to do with listening to them.
5. Occasionally songs show up that are already on one of your playlists. In the 10 several weeks I’ve been using this playlist, I’ve only had this happen once. Yet it’s still disappointing.
Those would be the negatives, but let’s talk more about the positives, and why this gives a great listening experience for somebody like me, the user.
1 . Rediscovering music you forgot existed. Yes, I listen to a lot of music. I’ve been known to blast a song nonstop for a couple days, then never ever listen to it again because We forgot to attach it to a playlist, or I have trouble finding the suitable playlist to put it on. Virtually every week I rediscover one of those songs, and it’s exciting to rehear something you love.
2 . Hearing other songs from an artist you originally thought you only liked a couple tunes to. This is one of my favorite reasons for the playlist by far. Sometimes I am going to hear a song by a music group, just to listen to 5 other music and completely hate them so I give up on the band. Then that band shows up in my DW, We grumble, and the song ends up becoming amazing.
3. Discovering a music group you don’t listen to that much or adhere to well dropped a new album, And it’s really amazing. It’s kind of embarrassing discovering a band you really like put out a new album 3 months ago and also you didn’t know about it. But Spotify is to the rescue!