Publications by Jonathan Kropko
MSDS Residential Capstone Assignment, Fall 2020
Introduction In this document, I describe the process of matching the MSDS students to capstones. First I clean the raw data from the Qualtrics survey. Then I report on the distribution of rankings for each capstone. Finally I assign students to capstones, and report on the rankings that each student gave to their assigned capstone. In this repor...
8768 sym R (7569 sym/27 pcs) 20 img
Class example
R Markdown This is an R Markdown document. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see http://rmarkdown.rstudio.com. When you click the Knit button a document will be generated that includes both content as well as the output of any embedded R code chunks within t...
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BOP Awareness and Usage analysis
Introduction There are three goals in this notebook: Establish a data cleaning pipeline to convert the data in the BOP Awareness and Usage Data Google sheet into a clean, ready-for-analysis version of the data. Save this version of the the data as another tab in the the Google sheet. Generate some basic tables and plots to illustrate the respons...
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MSDS Capstone matching, Spring 2021, online
Introduction In this document, I describe the process of matching the MSDS students to capstones. First I clean the raw data from the Qualtrics survey. Then I report on the distribution of rankings for each capstone. Finally I assign students to capstones, and report on the rankings that each student gave to their assigned capstone. In this repor...
7098 sym R (5300 sym/28 pcs) 8 img 1 tbl
Access VA Court Data
The goal is to answer questions for the Legal Aid Justice Center using the data compiled by Ben Schoenfeld. We need to supply the LAJC with easy-to-read documents in HTML format that has the following sections: Question: describes the question we are trying to answer, Data: the relevant datasets, Data Wrangling: all the code and steps to load th...
1636 sym R (389 sym/4 pcs)
BOP Quantitative Report
Introduction During early brigade history, the Brigade Organizer’s Playbook (BOP) was curated from the learnings of early brigade leaders, containing examples of what worked and how to replicate some of the organizing actions they took. However, the BOP, as it was, wasn’t serving the need for the core teams trying to bring people together aro...
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Summer 2021 Capstone Matching Algorithm
Introduction In this document, I describe the process of matching the MSDS students to capstones. First I clean the raw data from the Qualtrics survey. Then I report on the distribution of rankings for each capstone. Finally I assign students to capstones, and report on the rankings that each student gave to their assigned capstone. In this repor...
7078 sym R (6827 sym/28 pcs) 12 img 1 tbl
Expungement auto-encoder
See more information at https://www.codeforcville.org/lajc-expungement The Purpose of the Auto-Encoder This program takes as input all of the records for one person from the Virginia General District and Circuit Court Online Case Information System, as compiled by Ben Schoenfled at https://virginiacourtdata.org, and automatically codes each reco...
1239 sym R (733 sym/14 pcs)
Online MSDS Capstone Matching, Spring 2022
Introduction In this document, I describe the process of matching the MSDS students to capstones. First I clean the raw data from the Qualtrics survey. Then I report on the distribution of rankings for each capstone. Finally I assign students to capstones, and report on the rankings that each student gave to their assigned capstone. In this repor...
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Hypothetical Changes to the Expungement Law
Virginia’s new expungement law contains a large set of conditions that marks each record in the court data as eligible for automatic record clearing, expungement by petition, automatic or petition clearing pending an ongoing waiting period, or not eligible for expungement. In this document, we alter these conditions to reflect one of several hy...
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