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Topic Timelines for Enabling Close and Distant Reading of Discursive Shifts. A Pilot Case Using Periodicals of European Diabetes Organizations Cover

Topic Timelines for Enabling Close and Distant Reading of Discursive Shifts. A Pilot Case Using Periodicals of European Diabetes Organizations

Open Access
|Mar 2025

Figures & Tables

Table 1

The periodicals used in the study.

ORGANIZATION NAME(S) ENGLISH DESIGNATION (ABBREVIATION)PERIODICAL NAME(S)MAIN LANGUAGEPERIOD STUDIEDNUMBER OF PAGES/WORDS
Riksförbundet för sockersjuka, Svenska Diabetesförbundet
Swedish Diabetes Association
(SDA)
DiabetesSwedish1949–19908 891
2 413 710
Deutscher Diabetiker Bund
German Diabetes Association
(DDB)
Der Diabetiker
Diabetes-Journal
German1951–199019 324
9 694 764
Association française des diabétiques
French Diabetics’ Association
(AFD)
Le Journal de l’AFD
Le Journal des diabétiques
Équilibre
French1947–19906 626
2 101 679
British Diabetic Association
(BDA)
The Diabetic Journal
Balance
English1935–199011 127
5 741 862
Table 2

Data related to the output of the topic modelling algorithm.

TYPE OF DATAFILENAME
Top 20 most typical words for each topicdiabetes-topics.txt
diabetiker-journal-topics.txt
journal-des-diabetiques-topics.txt
The-Diabetic-Journal-topics.txt
Year-based frequency count for the top 20 most typical words for the extracted topicsdiabetes-1-gram.zip
diabetiker-journal-1-gram.zip
journal-des-diabetiques-1-gram.zip
The-Diabetic-Journal-1-gram.zip
Year-based frequency count for 2-grams including the 20 most typical words for the extracted topics (that occur at least 5 times that year)diabetes-2-gram.zip
diabetiker-journal-2-gram.zip
journal-des-diabetiques-2-gram.zip
The-Diabetic-Journal-2-gram.zip
Year-based frequency count for 3-grams including the 20 most typical words for the extracted topics (that occur at least 3 times that year)diabetes-3-gram.zip
diabetiker-journal-3-gram.zip
journal-des-diabetiques-3-gram.zip
The-Diabetic-Journal-3-gram.zip
johd-11-286-g1.png
Figure 1

Schematic overview of Topic timeline design and functionality.

johd-11-286-g2.png
Figure 2

Topic timeline of Diabetes, the journal of the Swedish Diabetes Association. The colors represent different thematic fields. The highlighted topics are the ones discussed specifically in the analysis.

johd-11-286-g3.png
Figure 3

Topic timeline of Der Diabetiker/Diabetes-Journal, the journal of the German Diabetes Association. The colors represent different thematic fields. The highlighted topics are the ones discussed specifically in the analysis.

johd-11-286-g4.png
Figure 4

Topic timeline of The Diabetic Journal/Balance, the journal of the British Diabetic association. The colors represent different thematic fields. The highlighted topics are the ones discussed specifically in the analysis.

johd-11-286-g5.png
Figure 5

Topic timeline of Le Journal de l’AFD/Le Journal des diabétiques/Équilibre, the journal of the French Diabetes Association. The colors represent different thematic fields. The highlighted topics are the ones discussed specifically in the analysis.

DOI: https://doi.org/10.5334/johd.286 | Journal eISSN: 2059-481X
Language: English
Submitted on: Dec 3, 2024
Accepted on: Feb 21, 2025
Published on: Mar 19, 2025
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2025 Ylva Söderfeldt, Andrew Burchell, Julia Reed, Maria Skeppstedt, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.