Package index • manydata

Calling ‘many’ packages

These functions assist researchers with downloading ‘many’ packages and their data

call_packages(): Call, download, and update many* packages

call_releases(): Call releases historical milestones/releases

call_sources() call_citations(): Call sources and citations

call_treaties(): Call treaties from 'many' datasets

Comparing many data

These functions assist researchers with evaluating and comparing datasets on global governance both visually and statistically.

compare_categories(): Compare categories in 'many' datacubes

compare_new() compare_diff(): Compare two datasets for differences

compare_dimensions(): Compare dimensions for 'many' data

compare_missing(): Compare missing observations for 'many' data

compare_overlap(): Compare the overlap between datasets in 'many' datacubes

score_dataset() score_obs_no() score_var_no() score_completeness() score_date_consistency() score_date_scope() score_obs_info() score_coding() score_comments() score_var_info(): Scoring Functions for Data Quality Checks

Consolidating many data

These functions assist researchers with working with multiple datasets at once, including plucking individual datasets, consolidating multiple datasets into a single dataset, and resolving conflicts between datasets during this process.

consolidate(): Consolidate datacube into a single dataset

resolve_unite() resolve_coalesce() resolve_min() resolve_max() resolve_random() resolve_precision() resolve_mean() resolve_mode() resolve_median() resolve_consensus(): Resolving multiple observations of the same variable into one

pluck(): Selects a single dataset from a datacube

filter_datacube(): Filtering datacube datasets to a certain date

Wrangling many data

These functions assist researchers with wrangling datasets and datacubes.

transmutate(): Drop only columns used in formula

recollect(): Pastes unique string vectors

reunite(): Pastes unique string vectors

repaint(): Fills missing data by lookup

find_ID() find_common_ID() find_duplicates(): Find elements within manydata

find_year(): Creates Numerical IDs from Signature Dates

emperors: Emperors datacube documentation

mreport() describe_datacube(): Data reports for datacubes and datasets with 'mdate' variables

Maintaining many data

Datasets in ‘many’ packages are updated frequently. These functions assist analysts with maintaining their data up to date.

code_extend_glove() code_extend_bert(): Extending codes