YouTube Networks

These files are two diferent networks of YouTube videos in two different formats each. The networks have been built using a snowball sampling procedure, beginning from the music video "Gucci Mane - I Get The Bag feat. Migos [Official Music Video]" for the gucciSPAt network, and from the "Miles Davis - So What" video for the MDavisSPAt network. The related videos provided by YouTube have been used to link the videos of the networks. Each network is uploaded in pickle format, to be read using the pickle library from python, and in gml format, to be read using other programming languages or programs. The networks from the pickle format are networkx graph objects, thus, this open-source package is needed if this format is preferred.

本数据集包含两套YouTube视频关联网络，每套网络均以两种格式存储。两套网络均采用滚雪球抽样（snowball sampling）方法构建：gucciSPAt网络的初始种子视频为《Gucci Mane - I Get The Bag feat. Migos [Official Music Video]》，MDavisSPAt网络的初始种子视频为《Miles Davis - So What》。依托YouTube平台提供的相关视频列表完成网络节点间的关联搭建。每套网络均提供两种存储版本：pickle格式（pickle format）可通过Python的pickle库读取，gml格式（gml format）则可通过其他编程语言或可视化程序读取。pickle格式存储的网络为NetworkX图对象（networkx graph objects），若选择该格式，则需依赖此开源工具包。

搜集汇总

背景与挑战

背景概述

该数据集包含两个YouTube视频网络，分别以Gucci Mane和Miles Davis的音乐视频为起点，通过雪球抽样方法构建。数据集提供pickle和gml两种格式，pickle格式需使用Python的networkx库读取。