Bibliographic Network Analysis

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Documentation for package ‘Diderot’ version 0.13

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Diderot-package Bibliographic Network Analysis Package
Author Hetero-citation This function computes heterocitation metrics for authors
Author Heterocitation This function computes heterocitation metrics for authors
Betweenness Centrality Function to compute the Betweenness Centrality ranking.
Bibliographic Network Creation Function to create a bibliographic dataset
build_graph Builds a citation graph.
Citation Graph Building Builds a citation graph.
Citation Graph Creation Function to create a bibliographic dataset
Citation Graph Loading Function to load a citation graph
Citation Ranking Function to compute the citation ranking.
compute_BC_ranking Function to compute the Betweenness Centrality ranking.
compute_citation_ranking Function to compute the citation ranking.
compute_custom_modularity Function to compute the custom modularity of a citation graph over a time window.
compute_Ji Function to compute the evolution of the Ji metric for a term (e.g. publication title) present in the reference list of a bibliographic dataset.
compute_Ji_ranking Function to compute the Ji metric ranking for publications in a citation graph.
compute_modularity Function to compute citation graph modularity over a time window.
create_bibliography Function to create a bibliographic dataset
Custom Modularity Function to compute the custom modularity of a citation graph over a time window.
Diderot Bibliographic Network Analysis Package
get_date_from_doi Function to retrieve publication date based on Digital Object Identifier (DOI)
get_reference_title Function to extract the publication title from a reference using Freecite
Graph Saving Function to save a graph
Hetero-Citation Function to calculate the heterocitation between two corpora
Hetero-citation Timeseries Function to plot the heterocitation share and heterocitation balance timeseries
heterocitation Function to calculate the heterocitation between two corpora
Heterocitation Significance Function to evaluate the significance of the heterocitation balance value
Heterocitation Timeseries Function to plot the heterocitation share and heterocitation balance timeseries
heterocitation_authors This function computes heterocitation metrics for authors
Ji Metric Function to compute the evolution of the Ji metric for a term (e.g. publication title) present in the reference list of a bibliographic dataset.
Ji Ranking Function to compute the Ji metric ranking for publications in a citation graph.
load_graph Function to load a citation graph
MC_baseline_distribution Function to compute baseline heterocitation values for the graph under study with random permutation of corpus attributions
modularity Function to compute citation graph modularity over a time window.
Modularity Timeseries Function to plot graph modularity timeseries
nb_refs Function to calculate the number of citations in a bibliographic database
plot_authors_count Function to plot authors count timeseries
plot_heterocitation_timeseries Function to plot the heterocitation share and heterocitation balance timeseries
plot_modularity_timeseries Function to plot graph modularity timeseries
plot_publication_curve Function to plot publication count timeseries
precompute_heterocitation This function precomputes heterocitation values for each node/publication of a graph.
Publication Timeseries Function to plot publication count timeseries
save_graph Function to save a graph
significance_Dx Function to evaluate the significance of the heterocitation balance value