lecy/intro-to-data-science

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lecy/intro-to-data-science

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Course Lecture Notes from an Intro Class to R Programming and Data Science

Open-Data-for-Nonprofit-Research

This repository is a collection of tools for creating, wrangling, and sharing data and analysis on the nonprofit sector using open data sources.

RMD-to-Jupyter

This project provides an easy R function for translating R Markdown (.rmd) files to Jupyter Notebook (.ipynb) files.

Jupyter Notebook

CityBikeNYC

Visualizing NYC Citi Bike data.

regression-simulations

Simulations of standard errors, confidence intervals, statistical significance, and omitted variable bias in regression analysis. Scripts are written in R.

FAADS-NCCS-Crosswalk

This directory contains scripts in the R language that provide a crosswalk between the Federal Assistance Award Data System (FAADS) that contains federal grants information, and the National Center for Charitable Statistics (NCCS) Core Data files, which provide IRS financial data on nonprofits.

Rprofile

Custom functions to source when starting R

SyracuseLandBank

Final Project for DDMII Independent Study

Import-Data-Into-R

recipes for importing data

google-scholar-scraper-in-python

citation-analysis-in-R

maps-in-R

This vignette contains some examples from various mapping packages in R.

ds-tools-for-nps

Data science tools for nonprofit researchers

foundations-of-data-science-for-the-public-sector

Lecture notes and labs for an introductory data science course for public policy and nonprofit management students

hedonic-prices

Exercise to estimate impact of neighborhood characteristics on home prices.

geo-prep

Sample R scripts for preparing data for spatial analysis.

neighborhood_change_phx

censusVis

Demonstration of Shiny R using the censusVis app from the tutorial: http://shiny.rstudio.com/tutorial/lesson5/

coding-gender-of-nonprofit-leaders

This repo contains a short tutorial on using the "gender" package in R to quickly assign gender to thousands of names using historic data from birth certificates.

analyzing-nonprofit-service-areas

A tutorial in R on analyzing nonprofit service catchment areas in metro areas.

political-ideology-of-nonprofits

Replication files for the paper: Lecy, J. D., Ashley, S. R., & Santamarina, F. J. (2019). Do nonprofit missions vary by the political ideology of supporting communities? Some preliminary results. Public Performance & Management Review, 42(1), 115-141.