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Netzwerkanalyse:

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export_figure_local nutzt nun konsistent die globale Bib-Datei und erwartet keinen ungenutzten Parameter mehr; sämtliche Aufrufe wurden daraufhin bereinigt (analyse_netzwerk.py:66, analyse_netzwerk.py:345, analyse_netzwerk.py:452, analyse_netzwerk.py:517, analyse_netzwerk.py:586, analyse_netzwerk.py:659, analyse_netzwerk.py:724).
Die Tag-Kombinationen für die Häufigkeitsanalyse werden direkt kleingeschrieben erzeugt, sodass sie zuverlässig mit den bereits normalisierten Keyword-Strings matchen und die Zählung nun greift (analyse_netzwerk.py:382-402).
This commit is contained in:
Jochen Hanisch-Johannsen
2025-10-04 16:00:07 +02:00
parent 32639222c3
commit f7b41790b8
1 changed files with 15 additions and 16 deletions
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31
analyse_netzwerk.py
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@ -1,7 +1,6 @@
from config_netzwerk import theme, export_fig_visual, bib_filename from config_netzwerk import theme, export_fig_visual, bib_filename
import os import os
# Clear the terminal # Clear the terminal
@ -64,7 +63,7 @@ from config_netzwerk import (
from config_netzwerk import export_fig_png from config_netzwerk import export_fig_png
def export_figure_local(fig, name, flag, bib_filename=None): def export_figure_local(fig, name, flag):
from config_netzwerk import export_path_html, export_path_png from config_netzwerk import export_path_html, export_path_png
# Einmalige Definition von safe_filename am Anfang der Funktion # Einmalige Definition von safe_filename am Anfang der Funktion
safe_filename = prepare_figure_export(fig, name).replace(".html", "") safe_filename = prepare_figure_export(fig, name).replace(".html", "")
@ -343,7 +342,7 @@ def visualize_network(bib_database):
fig.update_layout(**layout) fig.update_layout(**layout)
fig.show(config={"responsive": True}) fig.show(config={"responsive": True})
export_figure_local(fig, "visualize_network", export_fig_visualize_network, bib_filename) export_figure_local(fig, "visualize_network", export_fig_visualize_network)
# Einfache Pfadanalyse nach dem Anzeigen der Figur # Einfache Pfadanalyse nach dem Anzeigen der Figur
if 'e-learning' in G and 'online:lernen' in G: if 'e-learning' in G and 'online:lernen' in G:
@ -381,7 +380,7 @@ def visualize_tags(bib_database):
'Konferenz-Paper' 'Konferenz-Paper'
] ]
tags_to_search = set( tags_to_search = set(
f"#{number}:{type_}:{search_terms[number]}" f"#{number}:{type_}:{search_terms[number]}".lower()
for number, type_ in product(numbers, types) for number, type_ in product(numbers, types)
) )
@ -450,7 +449,7 @@ def visualize_tags(bib_database):
fig.update_layout(**layout) fig.update_layout(**layout)
fig.show(config={"responsive": True}) fig.show(config={"responsive": True})
export_figure_local(fig, "visualize_tags", export_fig_visualize_tags, bib_filename) export_figure_local(fig, "visualize_tags", export_fig_visualize_tags)
# Visualisierung 3: Häufigkeit Index # Visualisierung 3: Häufigkeit Index
def visualize_index(bib_database): def visualize_index(bib_database):
@ -498,7 +497,7 @@ def visualize_index(bib_database):
fig.update_layout(**layout) fig.update_layout(**layout)
fig.update_traces(marker=plot_styles['balken_primaryLine']) fig.update_traces(marker=plot_styles['balken_primaryLine'])
fig.show(config={"responsive": True}) fig.show(config={"responsive": True})
export_figure_local(fig, "visualize_index", export_fig_visualize_index, bib_filename) export_figure_local(fig, "visualize_index", export_fig_visualize_index)
# Visualisierung 4: Häufigkeit Forschungsunterfragen # Visualisierung 4: Häufigkeit Forschungsunterfragen
def visualize_research_questions(bib_database): def visualize_research_questions(bib_database):
@ -547,7 +546,7 @@ def visualize_research_questions(bib_database):
fig.update_layout(**layout) fig.update_layout(**layout)
fig.update_traces(marker=plot_styles['balken_primaryLine']) fig.update_traces(marker=plot_styles['balken_primaryLine'])
fig.show(config={"responsive": True}) fig.show(config={"responsive": True})
export_figure_local(fig, "visualize_research_questions", export_fig_visualize_research_questions, bib_filename) export_figure_local(fig, "visualize_research_questions", export_fig_visualize_research_questions)
# Visualisierung 5: Häufigkeit spezifischer Kategorien # Visualisierung 5: Häufigkeit spezifischer Kategorien
def visualize_categories(bib_database): def visualize_categories(bib_database):
@ -591,7 +590,7 @@ def visualize_categories(bib_database):
fig.update_layout(**layout) fig.update_layout(**layout)
fig.update_traces(marker=plot_styles['balken_primaryLine']) fig.update_traces(marker=plot_styles['balken_primaryLine'])
fig.show(config={"responsive": True}) fig.show(config={"responsive": True})
export_figure_local(fig, "visualize_categories", export_fig_visualize_categories, bib_filename) export_figure_local(fig, "visualize_categories", export_fig_visualize_categories)
# Zeitreihenanalyse der Veröffentlichungen # Zeitreihenanalyse der Veröffentlichungen
def visualize_time_series(bib_database): def visualize_time_series(bib_database):
@ -638,7 +637,7 @@ def visualize_time_series(bib_database):
fig.update_layout(**layout) fig.update_layout(**layout)
fig.update_traces(line=plot_styles['linie_primaryLine']) fig.update_traces(line=plot_styles['linie_primaryLine'])
fig.show(config={"responsive": True}) fig.show(config={"responsive": True})
export_figure_local(fig, "visualize_time_series", export_fig_visualize_time_series, bib_filename) export_figure_local(fig, "visualize_time_series", export_fig_visualize_time_series)
else: else:
print("Keine gültigen Veröffentlichungsjahre gefunden.") print("Keine gültigen Veröffentlichungsjahre gefunden.")
@ -672,7 +671,7 @@ def visualize_top_authors(bib_database):
fig.update_layout(**layout) fig.update_layout(**layout)
fig.update_traces(marker=plot_styles['balken_primaryLine']) fig.update_traces(marker=plot_styles['balken_primaryLine'])
fig.show(config={"responsive": True}) fig.show(config={"responsive": True})
export_figure_local(fig, "visualize_top_authors", export_fig_visualize_top_authors, bib_filename) export_figure_local(fig, "visualize_top_authors", export_fig_visualize_top_authors)
else: else:
print("Keine Autoren gefunden.") print("Keine Autoren gefunden.")
@ -718,7 +717,7 @@ def visualize_top_publications(bib_database):
fig.update_layout(**layout) fig.update_layout(**layout)
fig.update_traces(marker=plot_styles['balken_primaryLine']) fig.update_traces(marker=plot_styles['balken_primaryLine'])
fig.show(config={"responsive": True}) fig.show(config={"responsive": True})
export_figure_local(fig, "visualize_top_publications", export_fig_visualize_top_publications, bib_filename) export_figure_local(fig, "visualize_top_publications", export_fig_visualize_top_publications)
########## ##########
@ -850,7 +849,7 @@ def create_path_diagram(data):
layout["autosize"] = True layout["autosize"] = True
fig.update_layout(**layout) fig.update_layout(**layout)
fig.show(config={"responsive": True}) fig.show(config={"responsive": True})
export_figure_local(fig, "create_path_diagram", export_fig_create_path_diagram, bib_filename) export_figure_local(fig, "create_path_diagram", export_fig_create_path_diagram)
############# #############
@ -983,7 +982,7 @@ def create_sankey_diagram(bib_database):
layout["autosize"] = True layout["autosize"] = True
fig.update_layout(**layout) fig.update_layout(**layout)
fig.show(config={"responsive": True}) fig.show(config={"responsive": True})
export_figure_local(fig, "create_sankey_diagram", export_fig_create_sankey_diagram, bib_filename) export_figure_local(fig, "create_sankey_diagram", export_fig_create_sankey_diagram)
########## ##########
@ -1111,7 +1110,7 @@ def visualize_sources_status(bib_database):
layout["autosize"] = True layout["autosize"] = True
fig.update_layout(**layout) fig.update_layout(**layout)
fig.show(config={"responsive": True}) fig.show(config={"responsive": True})
export_figure_local(fig, "visualize_sources_status", export_fig_visualize_sources_status, bib_filename) export_figure_local(fig, "visualize_sources_status", export_fig_visualize_sources_status)
############# #############
@ -1216,7 +1215,7 @@ def visualize_languages(bib_database):
fig.show(config={"responsive": True}) fig.show(config={"responsive": True})
# Tabelle ausgeben # Tabelle ausgeben
print(tabulate(df.sort_values("Anzahl", ascending=False), headers="keys", tablefmt="grid", showindex=False)) print(tabulate(df.sort_values("Anzahl", ascending=False), headers="keys", tablefmt="grid", showindex=False))
export_figure_local(fig, "visualize_languages", export_fig_visualize_languages, bib_filename) export_figure_local(fig, "visualize_languages", export_fig_visualize_languages)
# Visualisierung der Verteilung von ENTRYTYPE innerhalb jeder Sprache # Visualisierung der Verteilung von ENTRYTYPE innerhalb jeder Sprache
def visualize_language_entrytypes(bib_database): def visualize_language_entrytypes(bib_database):
@ -1318,7 +1317,7 @@ def visualize_language_entrytypes(bib_database):
fig.update_layout(**layout) fig.update_layout(**layout)
fig.show(config={"responsive": True}) fig.show(config={"responsive": True})
print(tabulate(grouped.sort_values(["Sprache", "Eintragstyp"]), headers=["Sprache", "Eintragstyp", "Anzahl", "Anteil innerhalb Sprache (%)", "Typgruppe"], tablefmt="grid", showindex=False)) print(tabulate(grouped.sort_values(["Sprache", "Eintragstyp"]), headers=["Sprache", "Eintragstyp", "Anzahl", "Anteil innerhalb Sprache (%)", "Typgruppe"], tablefmt="grid", showindex=False))
export_figure_local(fig, "visualize_language_entrytypes", export_fig_visualize_languages, bib_filename) export_figure_local(fig, "visualize_language_entrytypes", export_fig_visualize_languages)
############# #############