The associated repository for the MoBa Transparency project
Contains script and data for scraping the Moba Publication list.
pilot_data.csv: contains the data for pilot assessment (n=60)test_data.csv: contains the data for pilot assessment (n=945)test_coding_assignment.csv: contains the data including coder assignmentsgsheet_rawdata.csv: contains the downloaded google sheet data containing the first round of coding of the test data.OA_assessment.csv: contains the assessment of open access (OA) by a separate coder.duplicates.csv: contains duplicates in the data and was send to coders to manually correct.duplicates_checked.csv: corrected duplicate list to remerge with the data.data_consensus.csv: table that contained entries where coder 1 and 2 mismatched; exported for consensus coding.derived_data_table.csv: final data table after correction of duplicates and after consensus coding; input to 02_descriptive_stats.Rmdpilot_data_draw.R: reads prasedHTML_MoBaPublications.csv, removes duplicates from list and draws a random sample of 60 articles for a pilot coding; stores pilot sample into pilot_data.csv; stores rest in test_data.csv.test_data_draw.R assigns test_data.csv to 6 different coders; randomly samples 20% of articles for each coder and assigns it to a second coder for cross-validation; stores information in test_coding_assignment.csv.01_wrangle_gsheet.Rmd: Shapes data; resolves inconsistent coding; bins categories; identified duplicates;02_descriptive_stats.Rmd: Summarises data and creates figure.