Gathering Apple and Spotify Knowledge on Myself : Right here is What I Discovered


Introduction to accumulating information

Whether or not we admire it or not, every part we do in our each day lives is measurable by some metric. Due to this fact, information may very well be collected on each facet of our each day lives. The appearance of contemporary expertise in day-to-day life has meant that there was a mammoth enhance within the quantity of this sort of information being generated. In lots of circumstances, this sort of information has made enormous adjustments in the best way we take into consideration and reside our lives. Not solely has this made our lives higher however has allowed for main developments in areas equivalent to human conduct, conservationism, city design, and public transport.

Due to this fact, I believed it was moderately becoming within the spirit of this to make use of information to actually discover some facets of my life. I set myself two small challenges:

1. The primary of which was to discover a few of the information that was accessible to me that has been collected by way of my interactions with expertise. All made attainable due to Article 15 of GDPR, which supplies people the proper to request a duplicate of any of their private information that are being ‘processed’.

2. Secondly, to carry out some very fundamental evaluation of this information to seek out some enjoyable, fascinating, or helpful insights into my life.

The primary of those missions was to seek out simply a few of the information that has already been generated for me. In a short time I realised it was obvious that there have been reams of various factors that I might request entry to and obtain, equivalent to:

  • Fb Knowledge – together with posts or images that I’ve shared, images I’m tagged in, posts I’ve favored, and teams I belong to amongst a complete host of different issues.
  • Instagram Knowledge – which posts I’ve favored or commented on, who I’ve adopted and who follows me, and what messages I’ve despatched.
  • Google information – my Google promoting profile (permitting a peek into how I’m seen on-line), places that I’ve visited (the primary of which I might discover was from 2011), and a full log of all of the YouTube movies I’ve watched.
  • Spotify information – all my listening habits, how lengthy I spent listening to varied tracks, at what time, and on what day.
  • Apple Well being Knowledge – Steps and distance walked or run (from cell phone sensors), any linked Apple Watch information (BPM, temperature, and so on.), and even mobility information about how ‘effectively’ I stroll.

This isn’t an exhaustive record simply presumably a few of the platforms which can be most generally used throughout the globe. The variety of completely different information sources is more likely to be infinite and can solely develop with time. Nevertheless, for these functions, I made a decision to have a look at what I might discover out about my life from Spotify and Apple Well being information.

The Highlights

For the reason that tenth of November 2015 I’ve walked a minimum of 15,340km or 20,577,340 steps. That is roughly equal to strolling from Cardiff to Queensland, Australia.

Climbed 44,471 flights of stairs, based on Apple Well being that is one flight is value 10ft. So aggregated (based on Apple’s web site) that is 135km or the identical as 161 and a half Burj Khalifa’s.

Within the time interval thirteenth February 2021 to thirteenth February 2022, I’ve listened to 55, 537 minutes of music or audio on Spotify. In comparison with the Spotify annual reported quantities of 42,875 minutes and 25,6440 minutes within the calendar years 2021 and 2020. A YoY enhance of 67.2% and 29.53% respectively.

On common listened to Spotify probably the most on a Thursday and listened to probably the most songs in February 2021.

Another fast stats:

  • Most songs on common have been listened to at 19:00
  • Common variety of songs listened to each day – 196
  • Listened to 2609 completely different artists
  • Listened to 5322 completely different tracks

Highlighted Graphs

Collecting Apple Health Data

Fig 1. Bar Chart displaying the variety of steps I’ve taken per yr. Knowledge from www.trovalo.io

Collecting Spotify Data

Fig 2. Complete variety of songs listened to on Spotify by day of the week.. Knowledge from www.trovalo.io

Collecting Spotify Data

Fig 3. Most variety of songs on a day

Nevertheless, the aim of this text was by no means to focus on the quantity of information that large corporations have collected on me or the methods by which they might course of it to know extra about me. As a substitute, spotlight the variety of completely different ways in which the identical dataset may be represented to know each day occasions and processes and draw consideration to some ingenious methods people and corporations can use information to boost our each day lives and progress society. No one is suggesting that this information evaluation is a kind of examples or that it has revealed a lot in the best way of significant perception.

It was all made attainable due to laws permitting people to have higher management over their very own private information as highlighted at the beginning of this text. I consider that laws similar to that may result in an excellent higher data-sharing financial system.

One which incentivizes all contributors to participate. Listed below are some examples:

  • Monetisation over a present present asset that’s not utilised on this method.
  • Higher life outcomes and basic day-to-day life
  • Developments in Science and Know-how

While additionally balancing the privateness rights of these concerned with this information assortment, by adhering to the next:

  • Complete anonymisation of information however as a substitute completely different aggregations of this information to indicate tendencies.
  • Making certain strong licensing methods are in place to make sure that information is barely used for the needs it was collected for and correct entry controls.
  • Making certain no unhealthy actors get hold of personally identifiable information for sinister functions.

I’d invite you to consider a few of the methods private information from your individual lives may very well be used to make higher decision-making throughout the context of your individual life. This was a brilliant easy course of so if you wish to do this for your self I’ve added some YouTube tutorials on the right way to obtain and request your private information from third-party suppliers.

The submit Gathering Apple and Spotify Knowledge on Myself : Right here is What I Discovered appeared first on Datafloq.



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