shahrokhx / DataAndVisualAnalytics

This repository includes all codes & projects that I developed during CSE 6242 at Georgia Tech

Data Visual and Analytics

This repository includes all codes and projects I developed duting CSE-6242 which mainly includes the following:

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1. Set 1:
   1. Analyzing Twitter dataset
   2. Gephi
   3. SQLite
   4. D3 Warmup
   5. OpenRefine
   6. Flask and jQuery

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1. Set 2: D3 Graphs and Visualization
   1. Designing a Good Table and Visualizing Data with Tableau
   2. Force-directed graph layout
   3. Scatter plots
   4. Heatmap and Select Box
   5. Visualizing Hierarchical Data with a Dendrogram
   6. Interactive visualization
   7. Choropleth Map of World Population

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1. Set 3: Hadoop, Spark, Pig and Azure
   1. Analyzing a Graph with Hadoop/Java
   2. Analyzing a Large Graph with Spark/Scala
   3. Analyzing Large Amount of Data with Pig on AWS
   4. Analyzing a Large Graph using Hadoop on Microsoft Azure
   5. Regression: Automobile price prediction, using Azure ML Studio
   6. Testing ARGO graph visualization (BETA)

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1. Set 4: Scalable PageRank via Virtual Memory (MMap), Random Forest, Scikit-Learn
   1. Scalable single-PC PageRank on 70M edge graph
   2. Random Forest Classifier
   3. Using Scikit-Learn