LastFM Asia Social Network
Donated on 7/30/2020
A social network of LastFM users from Asian countries. The related task is predicting the country of origin based on social relations and artists liked.
Dataset Characteristics
Multivariate
Subject Area
Social Science
Associated Tasks
Classification
Feature Type
-
# Instances
7624
# Features
7842
Dataset Information
Additional Information
A social network of LastFM users which was collected from the public API in March 2020. Nodes are LastFM users from Asian countries and edges are mutual follower relationships between them. The vertex features are extracted based on the artists liked by the users. The task related to the graph is multinomial node classification - one has to predict the location of users. This target feature was derived from the country field for each user.
Has Missing Values?
No
Variable Information
Attributes are artists liked by the LASTFM Users.
Reviews
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pip install ucimlrepo
from ucimlrepo import fetch_ucirepo # fetch dataset lastfm_asia_social_network = fetch_ucirepo(id=595) # data (as pandas dataframes) X = lastfm_asia_social_network.data.features y = lastfm_asia_social_network.data.targets # metadata print(lastfm_asia_social_network.metadata) # variable information print(lastfm_asia_social_network.variables)
LastFM Asia Social Network. (2020). UCI Machine Learning Repository. https://doi.org/10.24432/C5S904.
@misc{misc_lastfm_asia_social_network_595,
title = {{LastFM Asia Social Network}},
year = {2020},
howpublished = {UCI Machine Learning Repository},
note = {{DOI}: https://doi.org/10.24432/C5S904}
}DOI
Notes
License
This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
This allows for the sharing and adaptation of the datasets for any purpose, provided that the appropriate credit is given.