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Johnathan Clementi's Projects

arches icon arches

Arches is a web platform for creating, managing, & visualizing geospatial data. Arches was inspired by the needs of the Cultural Heritage community, particularly the widespread need of organizations to build & manage cultural heritage inventories

attrition_prediction icon attrition_prediction

Employee turnover (attrition) is a major cost to an organization, and predicting turnover is at the forefront of needs of Human Resources (HR) in many organizations. Until now the mainstream approach has been to use logistic regression or survival curves to model employee attrition. However, with advancements in machine learning (ML), we can now get both better predictive performance and better explanations of what critical features are linked to employee attrition. In this post, we’ll use two cutting edge techniques.

cmpt220clementi icon cmpt220clementi

This is my repository for all projects in Software Development 1 at Marist college, during the spring semester of 2017.

coviddashboard icon coviddashboard

COVID ETL and dashboard repo for Geospatial Cloud Computing @ UPenn, Fall 2021

cpln_675 icon cpln_675

Files and code for CPLN 675 - Land Use and Environmental Modeling - University of Pennsylvania Weitzman School of Design

geog489 icon geog489

Python multiprocessing script built in a jupyter notebook to extract data for each municipality in the New Jersey Highlands region.

georiskmodeling icon georiskmodeling

Geospatial Risk Modeling assignment for Public Policy Analytics - MUSA 508

homerepairtaxcredit icon homerepairtaxcredit

Project files for the targeted Home Repair Tax Credit exercise for Public Policy Analytics at the University of Pennsylvania.

hudsonriverschoolofart icon hudsonriverschoolofart

Web map visualization of artists, art, and points of interest related to the Hudson River School of Art.

juniata_ds500 icon juniata_ds500

Homework and Project files from my Intro to Data Science class at Juniata College, spring 2020.

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