/collabs

Primary LanguageJupyter Notebook

Last.fm API Exploratory Data Analysis

The main objectives of this repository are: to explore the Last.fm API features and functionalities, extract the available information from it, get insights from the data and visualizations in Python.

We followed this Dataquest tutorial to learn about how the API works and made some changes in the code to get data from Last.fm users instead of overall data available from all the artists.

Image of circos plot

References for the network analysis:

Network Theory and Game of Thrones - A Perfect Combination

https://blog.datasciencedojo.com/network-theory-game-of-thrones/amp/

Exploring and Analyzing Network Data with Python

https://programminghistorian.org/en/lessons/exploring-and-analyzing-network-data-with-python

Social Network Analysis in Python

https://www.datacamp.com/community/tutorials/social-network-analysis-python

Social network analysis with NetworkX

https://blog.dominodatalab.com/social-network-analysis-with-networkx/

nxviz Documentation

https://buildmedia.readthedocs.org/media/pdf/nxviz/latest/nxviz.pdf