Sniffing Emergence and Trajectories in Academic Papers and Patents

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Documentation for package ‘birddog’ version 1.0.0

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birddog-package birddog: sniffing emergence and trajectories in academic papers and patents
attach_docs_to_vertices Attach document IDs to graph vertices
birddog birddog: sniffing emergence and trajectories in academic papers and patents
detect_main_trajectories Detect main temporal trajectories in group-year DAG
filter_trajectories Filter and rank detected trajectories
get_openalex_fields Get Fields from OpenAlex for Work IDs
plot_group_trajectories_2d Visualize 2D Technological Trajectories from Group Evolution
plot_group_trajectories_3d Visualize 3D Technological Trajectories from Group Evolution
plot_group_trajectories_lines_2d Plot 2D trajectories as variable-width lines
plot_group_trajectories_lines_3d Plot 3D trajectories as variable-width lines
read_openalex Read and Process OpenAlex data
read_wos Read Web of Science exported files
sniff_citations_cycle_time Calculate Citation Cycle Time (CCT) indicator
sniff_components Identify and Analyze Network Components
sniff_entropy Calculate Entropy Based on Keywords Over Time
sniff_groups Detect and analyze groups in a scientific network
sniff_groups_attributes Calculate and Visualize Group Attributes from Scientific Networks
sniff_groups_cumulative Analyze Cumulative Network Groups Over Time
sniff_groups_cumulative_citations Calculate Cumulative Citations by Group and Year
sniff_groups_hubs Identify Hub Papers in Research Groups
sniff_groups_keywords Extract representative keywords from grouped nodes
sniff_groups_stm_prepare Prepare Text Data and Analyze Topic Models
sniff_groups_stm_run Run Structural Topic Modeling Analysis
sniff_groups_terms Extract and Analyze Key Terms from Research Groups
sniff_groups_trajectories Detect Technological Trajectories from Grouped Documents
sniff_key_route Identify Key Routes in Citation Networks
sniff_network Create Citation Networks from Bibliographic Data