In progress!!! Revised July 14

Science of Science

Welcome to the Science of Science repository! This repository aims to explore the fascinating field of studying science itself, known as the Science of Science. I delve into the dynamics, patterns, and processes that shape the scientific enterprise, uncovering insights and advancing our understanding of how science works.

Description

The Science of Science is an interdisciplinary field that combines techniques from data science, network analysis, bibliometrics, social science, and more to investigate various aspects of scientific research. It involves analyzing large-scale scientific datasets, exploring collaborations and knowledge diffusion, identifying influential researchers and institutions, understanding the impact of funding and policies, and examining the emergence and evolution of scientific disciplines.

This repository serves as a hub for sharing resources, research findings, and tools related to the Science of Science. Whether you are a researcher, practitioner, or simply interested in the inner workings of science, we invite you to join our community and contribute to the collective knowledge in this exciting field.

Contents

• Data analysis scripts: A collection of scripts for analyzing scientific data and extracting meaningful insights.
• Visualization tools: Tools and libraries for visualizing scientific networks, citation patterns, and other Science of Science-related data.
• Datasets: Curated datasets that can be used for studying scientific publications, collaborations, and citation networks.
• Tutorials: Step-by-step guides and tutorials to help you get started with the analysis of scientific data

Datasets and APIs

MAG, OpenAlex, USPTO, Reliance on Science, Google Scholar, etc

Science of Scientist Careers

Intro to calculations of individual scientists, bibliometric metrics for analysis, author disambiguation, etc.

Science of Teams of Scientists

Intro to team calculations, gender/ethnic diversity, etc

Science of Organizations

Hmm. I wonder if I can look at entire organizations??? Intro to some cool studies I have done, etc.

Science of Scientific Impact

Intro to exploring citation networks, paper-to-patent studies, scientific innovation, etc.

Hackathon Project

• ICSSI 2023 Hackathon.

Contact

Feel free to reach out to us if you have any questions, ideas, or collaboration opportunities:

• Mark Tschopp at LinkedIn, ORCID, Google Scholar, ResearchGate
• Email: mark.a.tschopp.civ at arl.mil

I look forward to exploring the Science of Science together!