How Do I Find My Spotify Top Artists?

As a music enthusiast, it's natural to wonder about the most popular artists in your favorite genre or during a specific time period. If you're a Spotify user, you might have noticed that the platform provides personalized recommendations based on your listening habits. But what if you want to explore the top 100 artists by genre in a given period? Unfortunately, the official Spotify API and available datasets don't seem to provide a straightforward solution.

However, I'll share my experience trying to achieve this goal. As part of a university project on Data Analysis, I'm analyzing listener behavior on Spotify before and during the pandemic. To begin with, I used the Spotify API to download the top 200 weekly artists in various states across the United States. The code snippet I used is below:

`States = ''+state+'/weekly/'+week+'/download'`

However, this approach has limitations, as it only provides a list of popular artists without any genre filtering or categorization. To overcome this challenge, I had to dig deeper into the Spotify API and available datasets.

One interesting article that caught my attention was 'Spotify genre trends during pandemic.' While it didn't provide a direct solution for finding top 100 artists by genre, it did spark my curiosity about how Spotify might be able to achieve this. Through further research, I discovered that the platform uses complex algorithms and data analysis techniques to generate personalized recommendations.

To emulate what Spotify does, I had to think creatively and explore alternative approaches. For instance, I could use natural language processing (NLP) and machine learning (ML) techniques to analyze song titles, lyrics, and metadata to identify genres. This would allow me to categorize artists by genre and rank them based on their popularity.

Another approach would be to utilize existing music databases and APIs that provide genre information for artists and songs. For example, MusicBrainz or AllMusic might offer a list of popular artists by genre.

While I haven't yet found a straightforward solution to retrieve the top 100 artist by genre in a given period, my research has led me to explore new avenues and techniques. By combining data analysis, NLP, and ML, it's possible to develop an innovative approach to achieving this goal.

As a Spotify user, you might be curious about how your favorite artists fare in terms of popularity by genre. If you're interested in exploring this topic further or would like to learn more about my project, feel free to reach out. Who knows? Maybe one day we'll find a way to unlock the secrets behind Spotify's recommendation algorithms and discover our top 100 artist by genre!

How do i find my spotify top artists