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Operator's iOS, Android beta, and Facebook Messenger interfaces let people browse categories of topics like apparel, shoes, cosmetics, gifts, home goods, and electronics.
This analysis resulted in three broad categories of topics; those that follow the general trend of all scientific output, those that show highly variable output, and attractive topics which are new and grow explosively.
This coding exercise required several readings through the transcripts as categories of topics evolve; later each piece of coded material was grouped under a specific category or subcategory.
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Other categories of topic were simple "I am thinking of you" messages (15%), "things I've done" (8%), and requests for action (7%).
3) A third category of topics received least support.
2) A second category of topics received less support from both staff and students.
Details of the four categories of question topics.
Table 2 describes the results for the four categories of question topics.
Analyses were conducted independently to identify keywords and phrases representing categories of the topics that were described.
Although 12 articles offered information about education content, the wording and lack of detail in the description made it too difficult to accurately assign categories of education topics and to compare articles with one another.
Although twelve articles offered information about education content, the wording and lack of detail in the description made it too difficult to accurately assign categories of education topics and to compare articles with one another [ 2, 11, 12, 15, 19, 22- 26, 26- 29].
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com