| api_to_df | Mine an API and save the results in a data frame |
| apply_custom | Apply custom labels to a data frame |
| apply_doaj | Add DOAJ data to publications data frame |
| apply_matches | Add all VSNU, UPW, DOAJ matches to the data frame |
| apply_upw | Add Unpaywall data to publications data frame |
| apply_vsnu | Add VSNU data to publications data frame |
| check_info | Screen for sufficient information |
| classify_oa | Classification of papers |
| clean_doi | Clean DOIs |
| clean_issn | Clean ISSNs |
| column_rename | Renaming columns to standard names |
| custom_label | Generate the custom label column |
| deduplicate | Deduplication of publication entries |
| doaj_api | Mining the DOAJ API |
| extract_uniques | Extract unique values without NAs |
| full_report | Generate a full report |
| get_custom | Read the custom file |
| get_doaj | Get DOAJ data from indicated source |
| get_upw | Get Unpaywall data from indicated source |
| get_vsnu | Read and clean VSNU data |
| hoop_report | Report for HOOP areas |
| individual_reports | Generate many individual reports |
| number_to_issn | Turn string (length 8) into ISSN |
| open_clean | Open and clean up source data |
| open_df | Open a single file to |
| open_everything | Open all files and return a dataframe |
| process_doaj | Process DOAJ API result |
| read_ext | Determines format and reads in tabular data |
| report_to_alluvial | Turn classification data into an alluvial diagram |
| report_to_dataframe | Generate a report |
| report_to_image | Turn classification data into a barplot |
| save_df | Save dataframes in data/clean |
| select_columns | Keep only specific columns in a data frame |
| system_id_check | Checking system ID columns for duplicate |
| upw_api | Mining the Unpaywall API |
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