ci_mapping/run_pipeline.py
def eda(self):
        """Exploratory data analysis of the CI research landscape."""
        # Figure 1: Annual publication increase (base year: 2000)
        annual_publication_increase(self.data)
        # Figure 2: Annual sum of citations
        annual_citation_sum(self.data)
        # Figure 3: Publications by industry and non-industry affiliations
        publications_by_affiliation_type(self.aff_papers)
        # Figure 4: International collaborations: % of cross-country teams in CI, AI+CI
        international_collaborations(self.paper_author_aff, self.aff_location)
        # Figure 5: Industry - academia collaborations: % in CI, AI+CI
        industry_non_industry_collaborations(self.paper_author_aff)
        # Figure 6: Adoption of open access by CI, AI+CI
        open_access_publications(self.data, self.journals, self.open_access)
        # Figure 7: Field of study comparison for CI, AI+CI.
        annual_fields_of_study_usage(
            self.data,
            self.pfos,
            self.fos_metadata,
            self.fos_levels,
            top_n=self.top_n,
            preselected_fos=[],
            excluded_fos=self.excluded_fos
            # preselected_fos=self.preselected_fos,
        )
        annual_fields_of_study_usage(
            self.data,
            self.pfos,
            self.fos_metadata,
            self.fos_levels,
            top_n=self.top_n,
            excluded_fos=self.excluded_fos,
            preselected_fos=self.preselected_fos,
        )
        # Figure 8: Annual publications in conferences and journals.
        papers_in_journals_and_conferences(
            self.data, self.journals, self.conferences, self.top_n
        )
        # Figure 9: Annual publication count
        annual_publication_count(self.data)

        self.next(self.end)
Exploratory data analysis of the CI research landscape.
Exploratory data analysis of the CI research landscape.
Exploratory data analysis of the CI research landscape .
def eda(self):
        annual_publication_increase(self.data)
        annual_citation_sum(self.data)
        publications_by_affiliation_type(self.aff_papers)
        international_collaborations(self.paper_author_aff, self.aff_location)
        industry_non_industry_collaborations(self.paper_author_aff)
        open_access_publications(self.data, self.journals, self.open_access)
        annual_fields_of_study_usage(
            self.data,
            self.pfos,
            self.fos_metadata,
            self.fos_levels,
            top_n=self.top_n,
            preselected_fos=[],
            excluded_fos=self.excluded_fos
        )
        annual_fields_of_study_usage(
            self.data,
            self.pfos,
            self.fos_metadata,
            self.fos_levels,
            top_n=self.top_n,
            excluded_fos=self.excluded_fos,
            preselected_fos=self.preselected_fos,
        )
        papers_in_journals_and_conferences(
            self.data, self.journals, self.conferences, self.top_n
        )
        annual_publication_count(self.data)
        self.next(self.end)
def eda ( self ) : annual_publication_increase ( self . data ) annual_citation_sum ( self . data ) publications_by_affiliation_type ( self . aff_papers ) international_collaborations ( self . paper_author_aff , self . aff_location ) industry_non_industry_collaborations ( self . paper_author_aff ) open_access_publications ( self . data , self . journals , self . open_access ) annual_fields_of_study_usage ( self . data , self . pfos , self . fos_metadata , self . fos_levels , top_n = self . top_n , preselected_fos = [ ] , excluded_fos = self . excluded_fos ) annual_fields_of_study_usage ( self . data , self . pfos , self . fos_metadata , self . fos_levels , top_n = self . top_n , excluded_fos = self . excluded_fos , preselected_fos = self . preselected_fos , ) papers_in_journals_and_conferences ( self . data , self . journals , self . conferences , self . top_n ) annual_publication_count ( self . data ) self . next ( self . end )
Exploratory data analysis of the CI research landscape.
Exploratory data analysis of the CI research landscape .
"""Exploratory data analysis of the CI research landscape.""" # Figure 1: Annual publication increase (base year: 2000) # Figure 2: Annual sum of citations # Figure 3: Publications by industry and non-industry affiliations # Figure 4: International collaborations: % of cross-country teams in CI, AI+CI # Figure 5: Industry - academia collaborations: % in CI, AI+CI # Figure 6: Adoption of open access by CI, AI+CI # Figure 7: Field of study comparison for CI, AI+CI. # preselected_fos=self.preselected_fos, # Figure 8: Annual publications in conferences and journals. # Figure 9: Annual publication count
self