data-communities

The code in this repository is used to analyze a citation network of ICPSR datasets cited in academic literature. The data analyzed is derived from the ICPSR Bibliography of Data-Related Literature citations. This analysis supports the paper Subdivisions and Crossroads: Identifying Hidden Community Structures in a Data Archive’s Citation Network. Data are archived on openICPSR.

code/common_functions.py

Functions used for network analysis

code/community_detection_datasets.ipynb

Analysis notebook for constructing and analyzing communities in the dataset co-citation network

code/community_detection_fields.ipynb

Analysis notebook for constructing and analyzing communities in the field of research co-citation network

data/ICPSR_BIBLIOGRAPHY.xlsx

Dataset of ICPSR Bibliography citations collected up to February 2022 (one to many relationship between publication and ICPSR datasets)