The file is a specialized dataset used primarily for testing and implementing the HITS (Hyperlink-Induced Topic Search) algorithm, also known as "Hubs and Authorities" [2, 3].
: It serves as a benchmark for calculating Hub scores (nodes that point to many good authorities) and Authority scores (nodes that are pointed to by many good hubs) [4]. How to Use the File Download File hits_amazon.txt
: Run a HITS algorithm script to iterate through the nodes and update scores until convergence is reached [4]. The file is a specialized dataset used primarily
: The file is usually structured as an edge list, where each line contains two space-separated or tab-separated integers representing a directed link from one node (product) to another [1, 3]. : The file is usually structured as an
: Use a library like NetworkX (Python) or Snap.py to load the edge list.
To download the file, you can typically find it hosted on academic or algorithm-focused repositories, such as the Stanford Large Network Dataset Collection or GitHub repositories dedicated to link analysis experiments [1, 2]. File Overview