Man pages for rian39/scilitlearn
Common Techniques for Analysis of Web of Science Data
| abstract_topics | Topic models for abstracts |
| abstract_topics_plot | Plot topic models for abstracts |
| authors_top | Display top n first authors |
| cited_reference_count | Count cited references Returns the n top cited references |
| cited_references_gather | List cited references in narrow form The key for this data... |
| cited_references_time | Plot top cited references over time |
| construct_stopword_list | Add tot he stopword list |
| convert_file_to_bib | Convert all WoS isi csv in directory to bibtex a file |
| convert_refs_to_bib | Convert all WoS records to biblatex and save as file |
| disciplines | discplines from WoS WC field separated |
| field_tfidf | Count term frequency/inverse document frequencies |
| keyword_count | Count of top keywords |
| keyword_count_top | Top keyword counts |
| keyword_count_top_plot | Plot top keyword counts |
| keywords | keywords from WoS DE field separated |
| latex_format | Return any set of WoS references as latex reference |
| load_data | Load tsv file from Web of Science |
| load_directory | Load directory of WoS records |
| load_zip | Load zipfile of WoS records |
| peaked_terms_monthly | Plot terms from TI, DE or some other field that have peakdd... |
| search_term | Search title, abstract and keywords for terms |
| term_graph | Graph term pairs |
| terms_over_time | Plot occurrence of terms from TI, DE or some other field over... |
| tfidf | Term Frequency-Inverse document frequency of all words |
| tfidf_plot | Plot Term Frequency-Inverse document frequency of all words |
| title_bigrams | Count of title bigrams |
| title_bigrams_count | Title bigrams sorted by frequency |
| title_bigrams_filtered | Title bigrams separated and filtered for stopwords |
| title_bigrams_separated | Title bigrams separated into two columns |
| title_word_count | Retrieve count of title words |
| words_all | Frequencies of all words in abstracts |
| words_all_ranked_frequencies | Ranked frequencies of all words in abstracts |
| year_count | Number of publications by year |
