Surprises from Analyzing Spotify Streaming Data(readypipe.com)
readypipe.com
Surprises from Analyzing Spotify Streaming Data
https://readypipe.com/blog/9-surprises-from-analyzing-spotify-streams-data/
7 comments
Cassette and vinyl sales are both up from 2017.
What strikes me about a report like this is that the report is comfortable comparing sales to "consumption".
Are these really the same?
Third parties do not necessarily know how many times someone cues up a track on their turntable or tape deck. (Unless today's turntables and tape decks are being engineered to "phone home".) Instead they measure sales of physical media containing copies.
On the other hand, with respect to so-called "streaming" the report says about 85% of this type of consumption is from subscriptions. But curiously the report does not measure subscription sales/renewals.
Maybe I missed something.
What strikes me about a report like this is that the report is comfortable comparing sales to "consumption".
Are these really the same?
Third parties do not necessarily know how many times someone cues up a track on their turntable or tape deck. (Unless today's turntables and tape decks are being engineered to "phone home".) Instead they measure sales of physical media containing copies.
On the other hand, with respect to so-called "streaming" the report says about 85% of this type of consumption is from subscriptions. But curiously the report does not measure subscription sales/renewals.
Maybe I missed something.
Cassette and vinyl sales are both up - but still represent a tiny fraction of music sales - vinyl
Is about 3% or 4% of sales in the UK.
As regards comparing consumption to sales: this is a fairly standard “equivalent” used in the music industry.
I’m unclear on what else you are saying. You say “so-called ‘streaming’” but why is it “so-called”? It’s pretty clear that the market has shifted to access over ownership or “so-called ‘streaming’”. Subscription streaming services are growing rapidly year-on-year. The stats are easy to find - perhaps the author didn’t feel it was necessary to quote numbers that are fairly widely discussed in mainstream and specialist media.
As regards comparing consumption to sales: this is a fairly standard “equivalent” used in the music industry.
I’m unclear on what else you are saying. You say “so-called ‘streaming’” but why is it “so-called”? It’s pretty clear that the market has shifted to access over ownership or “so-called ‘streaming’”. Subscription streaming services are growing rapidly year-on-year. The stats are easy to find - perhaps the author didn’t feel it was necessary to quote numbers that are fairly widely discussed in mainstream and specialist media.
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wow, thats an amazing long tail. now I dont feel so bad not knowing a single one of the artists. I'm in the tail, just like everyone else
Agreed we're only looking at the top 200! Tried to be upfront about that :)
Why? You can't claim to have any real insights on such a vast platform when you're capturing such a tiny percentage.
He actually can claim it, and does so. And that tiny percentage he captures, well that's called a "sample". When you take a sample from a larger population, it is safe to assume it represents some of the same properties as the population as a whole. Figuring out which properties are shared is one of the reasons humans aren't being replaced by machines entirely in the analysis department.
It is your job as the reader to invalidate some of his specific claims using sound logic and evidence. Which of his claims are you refuting?
It is your job as the reader to invalidate some of his specific claims using sound logic and evidence. Which of his claims are you refuting?
No surprises. I kept scrolling to find the “surprise”.
I would have been much more interested if you’d said “we can scrape Spotify: here is what we found when X”
As it happens I’ve “requested access” but nearly hit the back button because I was looking for the surprise and didn’t see it.
I would have been much more interested if you’d said “we can scrape Spotify: here is what we found when X”
As it happens I’ve “requested access” but nearly hit the back button because I was looking for the surprise and didn’t see it.
Nice work, though I didn't find any actual surprises in the list.
Also, looking at the data source (spotifycharts.com), they offer csv downloads of all the charts, which makes it a weird choice to showcase this apparent html scraper library/service?
Also, looking at the data source (spotifycharts.com), they offer csv downloads of all the charts, which makes it a weird choice to showcase this apparent html scraper library/service?
This is pretty cool. The one factoid that stood out to me was everyone flocking to listen to SAD! by XXXTENTACION the day after he was assassinated.
I'm surprised this wasn't the case with Mac Miller's death, although maybe it did it just didn't top the charts.
I'm surprised this wasn't the case with Mac Miller's death, although maybe it did it just didn't top the charts.
Indeed, Mac did certainly see an increase in streams after his death. It just wasn't of the same magnitude: https://infogram.com/xxx-mac-miller-comparision-1hxr4zlxzp85...
(and again, note that this is only counts streams for songs that were in the Global Top 200 for a given day)
(and again, note that this is only counts streams for songs that were in the Global Top 200 for a given day)
Interesting to see that almost all of non-US top hits are seemingly Latin American.
Not that surprising given the fact the spanish has around 44 million speakers in US and probably most of them are from countries in Latin America.
On a somewhat related topic - the How I Built This episode with the Zumba founders is fascinating. https://www.stitcher.com/podcast/national-public-radio/how-i...
spoiler alert One of their biggest revenue streams is with artists and music labels launching their songs in Zumba classes via the "official" playlists. Zumba is an excellent promotion channel for Latin music/island music and other "tropical" music.
The non-english language music is huge and works completely different than the rest of the pop charts.
spoiler alert One of their biggest revenue streams is with artists and music labels launching their songs in Zumba classes via the "official" playlists. Zumba is an excellent promotion channel for Latin music/island music and other "tropical" music.
The non-english language music is huge and works completely different than the rest of the pop charts.
I've been wondering for years what people listen to. Spotify and YouTube have kept me in a bubble and I have no clue what people are listening to. I'm hoping there's a few gems in these lists.
I’m getting old. Never heard of a single one of these artists.
don't worry, you did not miss much. most of the new chart music is pure cancer. and I'm 22
The 500 most streamed tracks in the US received just 10.7% of total audio streams in 2018, down from 14.6% in 2017. There were 36.3m different tracks streamed across the year, up from 33.2m in 2017.
https://cdn.mbw.44bytes.net/files/2019/01/BuzzAngle-Music-20...