Sirius207 / Link-Analysis

python implementation of HITS, PageRank, SimRank

Link-Analysis

Implementation and Analysis of HITS, PageRank, & SimRank

Usage

Calculate HITS, PageRank, & SimRank

python main.py --input data/graph_1.txt --output output.csv

• input: input data file name
• output: output file name

Implementation

• HITS
• PageRank
• SimRank

Graph Dataset

• 6 Sample Graphs
• IBM Quest Synthetic Data Generator

Report

• Jupyter Notebook