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Dominick D'Andrea's Projects

earthquake_data icon earthquake_data

This module uses the Plotly library to visualize the location and magnitude of earthquakes from around the world over a given time period. Data is read into the program from a JSON file taken from the U.S. Geological Survey.

kmeans icon kmeans

In this module, an unsupervised machine learning algorithm, k-means clustering, was employed to create four groups of data points, each group containing data points closest to a given centroid in that group.

nbody_simulations icon nbody_simulations

In this module, the motion of celestial bodies is simulated by modeling the gravitational forces between two bodies using kinematic equations. The goal of the simulation is to calculate the final x and y positions/velocities of the celestial bodies for a given total simulation time.

pascal_triangle icon pascal_triangle

In this module, custom functions were used to generate a famous mathematical number sequence, Pascal's triangle. In order to execute this, a mathematical formula using combinations was employed to find the value at any place in the triangle.

probability_studies icon probability_studies

This is a simple program utilizing the library Plotly to plot the frequencies of rolling a specific number using a six-sided die.

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