Figure 1
Workflow of how the software parses and, if prompted, generates the graph.
Figure 2
The Graphic User Interface (GUI) of the WikiTextGraph algorithm.
Table 1
Pages the algorithm removes during the text cleaning phase for each language version supported by the algorithm.
| ENGLISH (en) | ||||
|---|---|---|---|---|
| Wiktionary: | Category: | Draft: | File: | List of |
| MediaWiki: | Module: | Template: | Wikipedia: | Index of |
| Help: | Portal: | Image: | (disambiguation) | |
| SPANISH (es) | ||||
| Wiktionary: | Categoría: | File: | Archivo: | Image: |
| MediaWiki: | Plantilla: | Wikipedia: | Anexo: | Módulo: |
| Portal: | Help: | Ayuda: | Wikiproyecto: | Usuario: |
| User: | (desambiguación) | |||
| GREEK (el) | ||||
| Wiktionary: | Κατηγορία: | Αρχɛίο: | File: | Image: |
| MediaWiki: | Module: | Πρότυπο: | Wikipedia: | Βικιπαίδɛια: |
| (αποσαφήνιση) | Portal: | Πύλη: | Βοήθɛια: | Topic: |
| Χρήστης: | User: | |||
| POLISH (pl) | ||||
| Wikipedia: | Pomoc: | Szablon: | MediaWiki: | Kategoria: |
| Wikiprojekt: | Portal: | Plik: | Moduł: | User: |
| Wątek: | Topic: | (ujednoznacznienie) | ||
| ITALIAN (it) | ||||
| Wikipedia: | Aiuto: | Template: | MediaWiki: | Categoria: |
| Progetto: | Portale: | File: | Modulo: | Topic: |
| (disambigua) | (disambiguazione) | |||
| DUTCH (nl) | ||||
| Wikipedia: | Help: | Sjabloon: | MediaWiki: | Categorie: |
| Portaal: | Bestand: | Module: | (disambiguatie:) | (disambiguation) |
| User: | ||||
| BASQUE (eu) | ||||
| Wikipedia: | Laguntza: | Txantilloi: | MediaWiki: | Kategoria: |
| Maila: | Atari: | Ataria: | Usuario: | Modulu: |
| Fitxategi: | Wikiproiektua: | Eranskina: | Txikipedia: | Zerrenda: |
| (argipena) | ||||
| HINDI (hi) | ||||
| विकिपीडिया: | साँचा: | श्रेणी: | मीडियाविकि: | सहायता: |
| रवेशद्वार: | चित्र: | विकिपरियोजना: | मॉड्यूल: | (बहुविकल्पी) |
| GERMAN (de) | ||||
| Wikipedia: | Hilfe: | Vorlage: | MediaWiki: | Kategorie: |
| Portal: | Benutzer: | Modul: | Datei: | Liste der |
| Liste des | Liste von | (begriffsklärung) | ||
| VIETNAMESE (vi) | ||||
| Wikipedia: | MediaWiki: | Trợ giúp: | Bản mẫu: | Tập tin: |
| Thể loại: | Sách: | Danh sách: | Cổng thông tin: | Mô đun: |
| (định hướng) | ||||
Table 2
Sections where extracting text stops. If one of these sections appears in the article, it indicates the stopping point for extracting content.
| ENGLISH (en) | ||||
|---|---|---|---|---|
| See also | Publications | References | Notes | |
| Footnotes | External links | Further Reading | Draft: | |
| SPANISH (es) | ||||
| Véase también | Referencias | Notas | Enlaces externos | |
| Bibliografía | Otra lectura | |||
| GREEK (el) | ||||
| Δɛίτɛ ɛπίσης | Παραπομπές | Σημɛιώσɛις | Εξωτɛρικοί σύνδɛσμοι | |
| Προτɛινόμɛνη βιβλιογραφία | Βιβλιογραφία | Περαιτέρω ανάγνωση | ||
| POLISH (pl) | ||||
| Zobacz też | Uwagi | Bibliografia | Przypisy | |
| Linki zewnętrzne | Literatura w języku polskim | |||
| ITALIAN (it) | ||||
| Note | Bibliografia | Altri progetti | Collegamenti esterni | |
| Riferimenti | Voci correlate | |||
| DUTCH (nl) | ||||
| Noten | Bibliografie | Appendix | Externe links | |
| Referenties | Bronnen | Zie ook | Overig | |
| Ander | Literatuur | Voetnoten | ||
| BASQUE (eu) | ||||
| Oharrak | Bibliografia | Ahultasunak | Kanpo estekak | |
| Erreferetziak | Ikus, gainera | |||
| HINDI (hi) | ||||
| िप्पणियांट | यह भी देखिए | संदर्भ सूची | बाहरी कड़ियाँ | |
| सन्दर्भ | इन्हें भी देखें | इसके अतिरिक्त पठन | ||
| GERMAN (de) | ||||
| Weblinks | Einzelnachweise | Einzelnachweise und Anmerkungen | Anmerkungen | |
| Literatur | Siehe auch | Fußnoten | Veröffentlichungen | |
| VIETNAMESE (vi) | ||||
| Xem thêm | Tham khảo | Liên kết ngoài | Tài liệu tham khảo | |
| Tài liệu | Ghi chú | Chú thích | Tài liệu khác | |
| Hình ảnh | Đọc thêm | |||
Table 3
Table with the keywords to detect redirects for each language version.
| ENGLISH (en) | ||||
|---|---|---|---|---|
| #redirect | ||||
| SPANISH (es) | ||||
| #redirección | #redirect | |||
| GREEK (el) | ||||
| #ανακατɛύθυνση | #redirect | |||
| POLISH (pl) | ||||
| #patrz | #redirect | #przekieruj | #tam | |
| ITALIAN (it) | ||||
| #rinvia | #redirect | |||
| DUTCH (nl) | ||||
| #doorverwijzing | #redirect | |||
| BASQUE (eu) | ||||
| #birzuzendu | #redirect | |||
| HINDI (hi) | ||||
| #अनुप्रेषित | #पुनर्प्रेषित | #redirect | ||
| GERMAN (de) | ||||
| #weiterleitung | #redirect | |||
| VIETNAMESE (vi) | ||||
| #đổi | #redirect | |||
Figure 3
Log-log plot of the in-degree12 distribution for each language version. The x-axis represents the in-degree (i.e., the number of incoming links to a node), whereas the y-axis represents the frequency of nodes for each in-degree value. Each curve corresponds to a different language version, as indicated in the legend.
Figure 4
Log-log plot of the out-degree13 distribution for each language version. The x-axis represents the out-degree (i.e., the number of outgoing links from a node), whereas the y-axis represents the frequency of nodes for each out-degree. Each curve corresponds to a different language version, as indicated in the legend.
Table 4
Summary statistics of the Wikipedia language versions supported (at the time of writing) and processed by WikiTextGraph. Each row corresponds to a different language version, identified by its name and ISO 639 language code in parentheses. The columns report the following metrics calculated using the Python library NetworkX [35]. Order is the number of nodes (Wikipedia articles) in the directed network; Size is the number of edges (links between articles); Average In/Out degree is the average number of incoming and outgoing links per node; Max In/Out-degree is the highest number of incoming and outgoing links respectively; Density is the ratio of actual links to all possible links14; Date is the month and the year that corresponds to the version of the Wikipedia dump collected and processed.
| LANGUAGE | ORDER | SIZE | AVERAGE IN/OUT DEGREE | MAX IN-DEGREE | MAX OUT-DEGREE | DENSITY (×10–6) | DATE |
|---|---|---|---|---|---|---|---|
| English (en) | 6,736,622 | 159,598,688 | 23.6 | 247,992 | 4,615 | 4 | Jan. 2025 |
| German (de) | 3,001,074 | 77,213,282 | 25.7 | 209,493 | 11,359 | 9 | Nov. 2024 |
| Dutch (nl) | 2,169,658 | 27,487,945 | 12.6 | 163,525 | 12,263 | 6 | Nov. 2024 |
| Spanish (es) | 1,905,582 | 39,473,628 | 20.7 | 205,662 | 4,083 | 11 | Nov. 2024 |
| Italian (it) | 1,820,884 | 42,649,948 | 23.4 | 153,337 | 5,179 | 13 | Nov. 2024 |
| Polish (pl) | 1,620,570 | 30,140,616 | 18.5 | 138,619 | 3,800 | 11 | Nov. 2024 |
| Vietnamese (vi) | 1,284,928 | 8,977,353 | 6.9 | 266,137 | 5,576 | 5 | Jan. 2025 |
| Basque (eu) | 435, 429 | 4,436,022 | 10.1 | 65,339 | 1,573 | 23 | Dec. 2024 |
| Greek (el) | 237,016 | 4,319,401 | 18.2 | 16,314 | 1,464 | 77 | Nov. 2024 |
| Hindi (hi) | 152,990 | 1,097,849 | 7.1 | 42,123 | 3,993 | 47 | Nov. 2024 |