Dissertations, Theses, and Capstone Projects
Date of Degree
6-2021
Document Type
Capstone Project
Degree Name
M.S.
Program
Data Analysis & Visualization
Advisor
Matthew Gold
Subject Categories
Computational Linguistics | Digital Humanities | Library and Information Science | Science and Technology Policy | Science and Technology Studies
Keywords
Small Business Innovation Research, grants data, dictionary-based keyword extraction, economic geography, geospatial analysis, scientometrics
Abstract
The Public Innovations Explorer (https://sethsch.github.io/innovations-explorer/app/index.html) is a web-based tool created using Node.js, D3.js and Leaflet.js that can be used for investigating awards made by Federal agencies and departments participating in the Small Business Innovation Research (SBIR) and Small Business Technology Transfer (STTR) grant-making programs between 2008 and 2018. By geocoding the publicly available grants data from SBIR.gov, the Public Innovations Explorer allows users to identify companies performing publicly-funded innovative research in each congressional district and obtain dynamic district-level summaries of funding activity by agency and year. Applying spatial clustering techniques on districts' employment levels across major economic sectors provides users with a way of examining patterns in the underlying economic activities of districts alongside Federally-funded innovation research activities taking place in a district. Finally, mathematical and dictionary-based text-mining techniques are used to derive district-level keyword details and provide users with access to some basic keyword stats for each district. Among other sources, the Explorer utilizes vocabulary sources from the European Commission, the United Nations and Leibniz Information Centre for Economics and builds on the National Institute of Health Office of Portfolio Analysis’s NLPre Pipeline available on Github to index keywords extracted from the text of grant records. The project seeks to contribute to work in research fields like scientometrics, economic geography, and in the nonprofit and philanthropy sector by developing and documenting data processing techniques and a user-interface fit for exploring geographic and thematic trends across grant datasets.
Recommended Citation
Schimmel, Seth, "The Public Innovations Explorer: A Geo-Spatial & Linked-Data Visualization Platform For Publicly Funded Innovation Research In The United States" (2021). CUNY Academic Works.
https://academicworks.cuny.edu/gc_etds/4409
Archived website as a WARC file, created using webrecorder.io – web archive player available at https://github.com/webrecorder/webrecorderplayer-electron
innovations-explorer.zip (391617 kB)
Contents of the Github repository containing all scripts, project data and artifacts as of May 14, 2021
Included in
Computational Linguistics Commons, Digital Humanities Commons, Library and Information Science Commons, Science and Technology Policy Commons, Science and Technology Studies Commons
Comments
Online component: https://sethsch.github.io/innovations-explorer/app/index.html