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1. AirbnbData-Clustering AirbnbData-Clustering Public

   Python implementation of kmeans clustering on an NYC Airbnb dataset.

   Jupyter Notebook

2. SocialNetwork-Modularity SocialNetwork-Modularity Public

   Social Networks: Paradoxes and Graph Metrics Looks at several paradoxes that arise in social networks, both mathematically, and through real-world datasets (early Facebook graphs)

   Jupyter Notebook

3. Arrhythmia-DataCleaning Arrhythmia-DataCleaning Public

   Python program used to clean a dataset of arrhythmia patient data. Deals with missing values and standardizes the data to prep for analysis.

   Python

4. FlorentineFamiliesGraphCentrality FlorentineFamiliesGraphCentrality Public

   Created a NetworkX graph of the powerful Florentine families during the Renaissance and analyzed the graph via various centrality measures to determine who were the most influential and well-connec…

   Jupyter Notebook

5. MNIST-Classification MNIST-Classification Public

   Implements K-Nearest-Neighbors and logistic regression to perform classification on the MNIST hand-drawn numbers dataset. Then uses PCA to reduce the dimensionality of the dataset.

   Python

6. Cycle-Detection Cycle-Detection Public

   Java program to detect whether a given graph has a cycle using depth first search. If no cycle is detected, the program outputs a topological order of the graph.

   Java