المؤلفون: Mathijs J. Mol, Barbara Belfi, Zsuzsa Bakk

مصطلحات موضوعية: Biochemistry, Cancer, Science Policy, Mental Health, Infectious Diseases, Plant Biology, providing valuable insights, interuniversity combined program, dutch labour markets, text mining analysis, technical universities lean, 11 dutch universities, master programs offered, focussed data science, dutch data science, general universities tend, core skills taught, ai master programs, data science, general nature, core competencies, analysis reveals, universities offering, data scientists, data processing, %22">xlink ">, study addresses, information technology, growing demand, diverse skills

Relation: https://figshare.com/articles/journal_contribution/Erasing_non-informative_words_ad_and_hoc_/25318423

الاتاحة: https://doi.org/10.1371/journal.pone.0299327.s002
https://figshare.com/articles/journal_contribution/Erasing_non-informative_words_ad_and_hoc_/25318423

المؤلفون: Mathijs J. Mol, Barbara Belfi, Zsuzsa Bakk

مصطلحات موضوعية: Biochemistry, Cancer, Science Policy, Mental Health, Infectious Diseases, Plant Biology, providing valuable insights, interuniversity combined program, dutch labour markets, text mining analysis, technical universities lean, 11 dutch universities, master programs offered, focussed data science, dutch data science, general universities tend, core skills taught, ai master programs, data science, general nature, core competencies, analysis reveals, universities offering, data scientists, data processing, %22">xlink ">, study addresses, information technology, growing demand, diverse skills

Relation: https://figshare.com/articles/journal_contribution/Overview_of_2021_master_programs_Distribution_by_institution_and_corpus_of_student_body_by_enrollment_numbers_categorized_into_general_G_or_specific_S_programs_/25318429

الاتاحة: https://doi.org/10.1371/journal.pone.0299327.s004
https://figshare.com/articles/journal_contribution/Overview_of_2021_master_programs_Distribution_by_institution_and_corpus_of_student_body_by_enrollment_numbers_categorized_into_general_G_or_specific_S_programs_/25318429

المؤلفون: Mathijs J. Mol, Barbara Belfi, Zsuzsa Bakk

مصطلحات موضوعية: Biochemistry, Cancer, Science Policy, Mental Health, Infectious Diseases, Plant Biology, providing valuable insights, interuniversity combined program, dutch labour markets, text mining analysis, technical universities lean, 11 dutch universities, master programs offered, focussed data science, dutch data science, general universities tend, core skills taught, ai master programs, data science, general nature, core competencies, analysis reveals, universities offering, data scientists, data processing, %22">xlink ">, study addresses, information technology, growing demand, diverse skills

Relation: https://figshare.com/articles/journal_contribution/Search_keys_data_science_and_artificial_intelligence_/25318420

الاتاحة: https://doi.org/10.1371/journal.pone.0299327.s001
https://figshare.com/articles/journal_contribution/Search_keys_data_science_and_artificial_intelligence_/25318420

المؤلفون: Mathijs J. Mol, Barbara Belfi, Zsuzsa Bakk

مصطلحات موضوعية: Biochemistry, Cancer, Science Policy, Mental Health, Infectious Diseases, Plant Biology, providing valuable insights, interuniversity combined program, dutch labour markets, text mining analysis, technical universities lean, 11 dutch universities, master programs offered, focussed data science, dutch data science, general universities tend, core skills taught, ai master programs, data science, general nature, core competencies, analysis reveals, universities offering, data scientists, data processing, %22">xlink ">, study addresses, information technology, growing demand, diverse skills

Relation: https://figshare.com/articles/journal_contribution/The_posterior_distribution_of_the_7_topics_across_the_4_master_programs_offered_at_Utrecht_UU_top_and_Groningen_University_RUG_bottom_/25318432

الاتاحة: https://doi.org/10.1371/journal.pone.0299327.s005
https://figshare.com/articles/journal_contribution/The_posterior_distribution_of_the_7_topics_across_the_4_master_programs_offered_at_Utrecht_UU_top_and_Groningen_University_RUG_bottom_/25318432

المؤلفون: Mathijs J. Mol, Barbara Belfi, Zsuzsa Bakk

مصطلحات موضوعية: Biochemistry, Cancer, Science Policy, Mental Health, Infectious Diseases, Plant Biology, providing valuable insights, interuniversity combined program, dutch labour markets, text mining analysis, technical universities lean, 11 dutch universities, master programs offered, focussed data science, dutch data science, general universities tend, core skills taught, ai master programs, data science, general nature, core competencies, analysis reveals, universities offering, data scientists, data processing, %22">xlink ">, study addresses, information technology, growing demand, diverse skills

Relation: https://figshare.com/articles/journal_contribution/Posterior_classification_over_the_7_topics_of_the_courses_offered_in_the_4_master_programs_at_Utrecht_University_UU_and_Groningen_University_RUG_/25318435

الاتاحة: https://doi.org/10.1371/journal.pone.0299327.s006
https://figshare.com/articles/journal_contribution/Posterior_classification_over_the_7_topics_of_the_courses_offered_in_the_4_master_programs_at_Utrecht_University_UU_and_Groningen_University_RUG_/25318435

المؤلفون: Mathijs J. Mol, Barbara Belfi, Zsuzsa Bakk

مصطلحات موضوعية: Biochemistry, Cancer, Science Policy, Mental Health, Infectious Diseases, Plant Biology, providing valuable insights, interuniversity combined program, dutch labour markets, text mining analysis, technical universities lean, 11 dutch universities, master programs offered, focussed data science, dutch data science, general universities tend, core skills taught, ai master programs, data science, general nature, core competencies, analysis reveals, universities offering, data scientists, data processing, %22">xlink ">, study addresses, information technology, growing demand, diverse skills

Relation: https://figshare.com/articles/journal_contribution/Search_keys_data_science_and_artificial_intelligence_/25318420

الاتاحة: https://doi.org/10.1371/journal.pone.0299327.s001

المؤلفون: Mathijs J. Mol, Barbara Belfi, Zsuzsa Bakk

مصطلحات موضوعية: Biochemistry, Cancer, Science Policy, Mental Health, Infectious Diseases, Plant Biology, providing valuable insights, interuniversity combined program, dutch labour markets, text mining analysis, technical universities lean, 11 dutch universities, master programs offered, focussed data science, dutch data science, general universities tend, core skills taught, ai master programs, data science, general nature, core competencies, analysis reveals, universities offering, data scientists, data processing, %22">xlink ">, study addresses, information technology, growing demand, diverse skills

Relation: https://figshare.com/articles/journal_contribution/Overview_of_2021_master_programs_Distribution_by_institution_and_corpus_of_student_body_by_enrollment_numbers_categorized_into_general_G_or_specific_S_programs_/25318429

الاتاحة: https://doi.org/10.1371/journal.pone.0299327.s004

المؤلفون: Mathijs J. Mol, Barbara Belfi, Zsuzsa Bakk

مصطلحات موضوعية: Biochemistry, Cancer, Science Policy, Mental Health, Infectious Diseases, Plant Biology, providing valuable insights, interuniversity combined program, dutch labour markets, text mining analysis, technical universities lean, 11 dutch universities, master programs offered, focussed data science, dutch data science, general universities tend, core skills taught, ai master programs, data science, general nature, core competencies, analysis reveals, universities offering, data scientists, data processing, %22">xlink ">, study addresses, information technology, growing demand, diverse skills

Relation: https://figshare.com/articles/journal_contribution/Posterior_classification_over_the_7_topics_of_the_courses_offered_in_the_4_master_programs_at_Utrecht_University_UU_and_Groningen_University_RUG_/25318435

الاتاحة: https://doi.org/10.1371/journal.pone.0299327.s006

المؤلفون: Mathijs J. Mol, Barbara Belfi, Zsuzsa Bakk

مصطلحات موضوعية: Biochemistry, Cancer, Science Policy, Mental Health, Infectious Diseases, Plant Biology, providing valuable insights, interuniversity combined program, dutch labour markets, text mining analysis, technical universities lean, 11 dutch universities, master programs offered, focussed data science, dutch data science, general universities tend, core skills taught, ai master programs, data science, general nature, core competencies, analysis reveals, universities offering, data scientists, data processing, %22">xlink ">, study addresses, information technology, growing demand, diverse skills

Relation: https://figshare.com/articles/journal_contribution/The_posterior_distribution_of_the_7_topics_across_the_4_master_programs_offered_at_Utrecht_UU_top_and_Groningen_University_RUG_bottom_/25318432

الاتاحة: https://doi.org/10.1371/journal.pone.0299327.s005

المؤلفون: Mathijs J. Mol, Barbara Belfi, Zsuzsa Bakk

مصطلحات موضوعية: Biochemistry, Cancer, Science Policy, Mental Health, Infectious Diseases, Plant Biology, providing valuable insights, interuniversity combined program, dutch labour markets, text mining analysis, technical universities lean, 11 dutch universities, master programs offered, focussed data science, dutch data science, general universities tend, core skills taught, ai master programs, data science, general nature, core competencies, analysis reveals, universities offering, data scientists, data processing, %22">xlink ">, study addresses, information technology, growing demand, diverse skills

Relation: https://figshare.com/articles/journal_contribution/Top_ten_most_frequent_words_per_topic_for_the_CTM_with_13_topics_/25318426

الاتاحة: https://doi.org/10.1371/journal.pone.0299327.s003

المؤلفون: Mathijs J. Mol, Barbara Belfi, Zsuzsa Bakk

مصطلحات موضوعية: Biochemistry, Cancer, Science Policy, Mental Health, Infectious Diseases, Plant Biology, providing valuable insights, interuniversity combined program, dutch labour markets, text mining analysis, technical universities lean, 11 dutch universities, master programs offered, focussed data science, dutch data science, general universities tend, core skills taught, ai master programs, data science, general nature, core competencies, analysis reveals, universities offering, data scientists, data processing, %22">xlink ">, study addresses, information technology, growing demand, diverse skills

Relation: https://figshare.com/articles/journal_contribution/Erasing_non-informative_words_ad_and_hoc_/25318423

الاتاحة: https://doi.org/10.1371/journal.pone.0299327.s002

المؤلفون: Mathijs J. Mol, Barbara Belfi, Zsuzsa Bakk

مصطلحات موضوعية: Biochemistry, Cancer, Science Policy, Mental Health, Infectious Diseases, Plant Biology, providing valuable insights, interuniversity combined program, dutch labour markets, text mining analysis, technical universities lean, 11 dutch universities, master programs offered, focussed data science, dutch data science, general universities tend, core skills taught, ai master programs, data science, general nature, core competencies, analysis reveals, universities offering, data scientists, data processing, %22">xlink ">, study addresses, information technology, growing demand, diverse skills

Relation: https://figshare.com/articles/journal_contribution/Top_ten_most_frequent_words_per_topic_for_the_CTM_with_13_topics_/25318426

الاتاحة: https://doi.org/10.1371/journal.pone.0299327.s003
https://figshare.com/articles/journal_contribution/Top_ten_most_frequent_words_per_topic_for_the_CTM_with_13_topics_/25318426

المؤلفون: Mathijs J. Mol, Barbara Belfi, Zsuzsa Bakk

مصطلحات موضوعية: Biochemistry, Cancer, Science Policy, Mental Health, Infectious Diseases, Plant Biology, providing valuable insights, interuniversity combined program, dutch labour markets, text mining analysis, technical universities lean, 11 dutch universities, master programs offered, focussed data science, dutch data science, general universities tend, core skills taught, ai master programs, data science, general nature, core competencies, analysis reveals, universities offering, data scientists, data processing, %22">xlink ">, study addresses, information technology, growing demand, diverse skills

Relation: https://figshare.com/articles/figure/Seven_bar_plots_of_the_posteriors_per_university_for_every_manually_labelled_topic_of_the_CTM_outcomes_/25318441

الاتاحة: https://doi.org/10.1371/journal.pone.0299327.g002
https://figshare.com/articles/figure/Seven_bar_plots_of_the_posteriors_per_university_for_every_manually_labelled_topic_of_the_CTM_outcomes_/25318441

المؤلفون: Mathijs J. Mol, Barbara Belfi, Zsuzsa Bakk

مصطلحات موضوعية: Biochemistry, Cancer, Science Policy, Mental Health, Infectious Diseases, Plant Biology, providing valuable insights, interuniversity combined program, dutch labour markets, text mining analysis, technical universities lean, 11 dutch universities, master programs offered, focussed data science, dutch data science, general universities tend, core skills taught, ai master programs, data science, general nature, core competencies, analysis reveals, universities offering, data scientists, data processing, %22">xlink ">, study addresses, information technology, growing demand, diverse skills

Relation: https://figshare.com/articles/dataset/Manual_changes_made_to_the_texts_as_part_of_data_pre-processing_/25318450

الاتاحة: https://doi.org/10.1371/journal.pone.0299327.t002
https://figshare.com/articles/dataset/Manual_changes_made_to_the_texts_as_part_of_data_pre-processing_/25318450

المؤلفون: Mathijs J. Mol, Barbara Belfi, Zsuzsa Bakk

مصطلحات موضوعية: Biochemistry, Cancer, Science Policy, Mental Health, Infectious Diseases, Plant Biology, providing valuable insights, interuniversity combined program, dutch labour markets, text mining analysis, technical universities lean, 11 dutch universities, master programs offered, focussed data science, dutch data science, general universities tend, core skills taught, ai master programs, data science, general nature, core competencies, analysis reveals, universities offering, data scientists, data processing, %22">xlink ">, study addresses, information technology, growing demand, diverse skills

Relation: https://figshare.com/articles/dataset/Number_of_program_and_course_descriptions_per_university_included_in_the_analysis_/25318447

الاتاحة: https://doi.org/10.1371/journal.pone.0299327.t001
https://figshare.com/articles/dataset/Number_of_program_and_course_descriptions_per_university_included_in_the_analysis_/25318447

المؤلفون: Mathijs J. Mol, Barbara Belfi, Zsuzsa Bakk

مصطلحات موضوعية: Biochemistry, Cancer, Science Policy, Mental Health, Infectious Diseases, Plant Biology, providing valuable insights, interuniversity combined program, dutch labour markets, text mining analysis, technical universities lean, 11 dutch universities, master programs offered, focussed data science, dutch data science, general universities tend, core skills taught, ai master programs, data science, general nature, core competencies, analysis reveals, universities offering, data scientists, data processing, %22">xlink ">, study addresses, information technology, growing demand, diverse skills

Relation: https://figshare.com/articles/figure/Plot_of_the_coherence_scores_per_number_of_K_topics_for_the_CTM_/25318438

الاتاحة: https://doi.org/10.1371/journal.pone.0299327.g001
https://figshare.com/articles/figure/Plot_of_the_coherence_scores_per_number_of_K_topics_for_the_CTM_/25318438

المؤلفون: Mathijs J. Mol, Barbara Belfi, Zsuzsa Bakk

مصطلحات موضوعية: Biochemistry, Cancer, Science Policy, Mental Health, Infectious Diseases, Plant Biology, providing valuable insights, interuniversity combined program, dutch labour markets, text mining analysis, technical universities lean, 11 dutch universities, master programs offered, focussed data science, dutch data science, general universities tend, core skills taught, ai master programs, data science, general nature, core competencies, analysis reveals, universities offering, data scientists, data processing, %22">xlink ">, study addresses, information technology, growing demand, diverse skills

Relation: https://figshare.com/articles/dataset/Sorted_skills_based_on_manually_named_topics_according_to_CTM_/25318456

الاتاحة: https://doi.org/10.1371/journal.pone.0299327.t004
https://figshare.com/articles/dataset/Sorted_skills_based_on_manually_named_topics_according_to_CTM_/25318456

المؤلفون: Mathijs J. Mol, Barbara Belfi, Zsuzsa Bakk

مصطلحات موضوعية: Biochemistry, Cancer, Science Policy, Mental Health, Infectious Diseases, Plant Biology, providing valuable insights, interuniversity combined program, dutch labour markets, text mining analysis, technical universities lean, 11 dutch universities, master programs offered, focussed data science, dutch data science, general universities tend, core skills taught, ai master programs, data science, general nature, core competencies, analysis reveals, universities offering, data scientists, data processing, %22">xlink ">, study addresses, information technology, growing demand, diverse skills

Relation: https://figshare.com/articles/dataset/Order_of_most_important_manually_labelled_topic_terms_per_university_based_on_posterior_values_for_the_CTM_/25318459

الاتاحة: https://doi.org/10.1371/journal.pone.0299327.t005
https://figshare.com/articles/dataset/Order_of_most_important_manually_labelled_topic_terms_per_university_based_on_posterior_values_for_the_CTM_/25318459

المؤلفون: Mathijs J. Mol, Barbara Belfi, Zsuzsa Bakk

مصطلحات موضوعية: Biochemistry, Cancer, Science Policy, Mental Health, Infectious Diseases, Plant Biology, providing valuable insights, interuniversity combined program, dutch labour markets, text mining analysis, technical universities lean, 11 dutch universities, master programs offered, focussed data science, dutch data science, general universities tend, core skills taught, ai master programs, data science, general nature, core competencies, analysis reveals, universities offering, data scientists, data processing, %22">xlink ">, study addresses, information technology, growing demand, diverse skills

Relation: https://figshare.com/articles/dataset/Top_ten_most_common_words_per_topic_for_the_CTM_where_K_7_with_the_topic_label_in_last_row_/25318453

الاتاحة: https://doi.org/10.1371/journal.pone.0299327.t003
https://figshare.com/articles/dataset/Top_ten_most_common_words_per_topic_for_the_CTM_where_K_7_with_the_topic_label_in_last_row_/25318453

المؤلفون: Mathijs J. Mol, Barbara Belfi, Zsuzsa Bakk

مصطلحات موضوعية: Biochemistry, Cancer, Science Policy, Mental Health, Infectious Diseases, Plant Biology, providing valuable insights, interuniversity combined program, dutch labour markets, text mining analysis, technical universities lean, 11 dutch universities, master programs offered, focussed data science, dutch data science, general universities tend, core skills taught, ai master programs, data science, general nature, core competencies, analysis reveals, universities offering, data scientists, data processing, %22">xlink ">, study addresses, information technology, growing demand, diverse skills

Relation: https://figshare.com/articles/figure/The_posterior_distribution_per_program_type_general_vs_subject_specific_of_the_7_topics_of_the_CTM_model_/25318444

الاتاحة: https://doi.org/10.1371/journal.pone.0299327.g003