graphframes
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Final submission. Topic: Apache Spark's Pyspark API
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Oct 11, 2023 - Python
Graph Analytics Demo Using Spark and GraphFrames
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Jul 29, 2022 - Jupyter Notebook
Predicted customer transactions using recency, frequency, spend behaviour and Social Network metrics over lifetime using MLlib
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Sep 24, 2023 - Jupyter Notebook
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Nov 21, 2021 - Jupyter Notebook
Accident analysis project: modular Python application for analyzing road accident data, providing valuable insights to improve road safety.
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Jul 29, 2024 - Python
EECE 5645 Project: Performing community detection on Reddit Hyperlink network dataset and leverage the power of Spark and GraphFrames
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May 10, 2023 - Jupyter Notebook
Group project for the course BUDT737: Enterprise Cloud Computing and Big Data
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Mar 27, 2024 - Jupyter Notebook
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Nov 6, 2017 - Scala
Graph coloring example using GraphFrames of Apache Spark framework
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Apr 19, 2021 - Python
[assignment] spark graphframes inside docker
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Apr 21, 2023 - Jupyter Notebook
This project utilizes the Spark Framework and GraphFrames library to implement the Girvan-Newman algorithm, detecting communities in social networks by analyzing user connections based on common business reviews and optimizing modularity through iterative edge removal.
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Feb 28, 2024 - Python
Tracking project with machine learning using pyspark mllib
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Oct 24, 2022 - Jupyter Notebook
Sprouter: Dynamic Graph Processing over Data Streams at Scale
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Jul 4, 2018 - Scala
Influencer detection on Twitter and real-time current trend analysis using twitter4j and Spark
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Aug 9, 2018 - Scala
Objectives: Using pyspark, MLlib and graphframes libraries, perform 1) classification and custering tasks using RandomF and Kmeans and 2) graph analysis tasks. This material is from UIUC MCS coursework.
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Jan 11, 2022 - Python
Top-k Most Probable Triangles in Uncertain Graphs
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Aug 22, 2021 - Jupyter Notebook
Implementation of GraphFrames using PySpark in Eclipse IDE
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Aug 6, 2019
hadoop (GFS)、mapreduce programming model、prestro、apache spark etc
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Apr 25, 2023 - Python
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