Spark and Anaconda in Docker

playground for graphs in spark

Examples on using GraphFrame functionality with Spark 2.2

Old repo for R interface for GraphFrames

A Pyspark implementation of the CNGF Algorithm used for Link Prediction

Criação de Grafos com a bilbioteca GraphX do Spark e GraphFrames

Sprouter: Dynamic Graph Processing over Data Streams at Scale

Influencer detection on Twitter and real-time current trend analysis using twitter4j and Spark

Implementation of GraphFrames using PySpark in Eclipse IDE

PySpark Algorithms Book: https://www.amazon.com/dp/B07X4B2218/ref=sr_1_2

Data manipulation, optimal prediction with ALS and communities detection with Newman-Girvan algorithm

Community detection Based on Girvan-Newman Algorithm

A project which involves analysis of Authorship graph data from Microsoft academic graph. In this project we calculate different graph features using temporal parameters of the authors and tried different classifiers. The final aim is to predict the link or coauthorsip possibility between two authors based on topological graph features and also …

Analysis of Etherum contracts, transactions, gas, scams and scammers' graph

Code for part 1 and 2 of the project for the TDT4305 Big Data Architecture course. The PDFs with description of project is added to the repo.

Graph coloring example using GraphFrames of Apache Spark framework

Presentation about Graphframes and how we handle graphs with more than 2 billion nodes at Hybrid Theory

Top-k Most Probable Triangles in Uncertain Graphs

DeepGraph supports a 360° view on graph technology and supports analytics, storage and visualization.