Package: tidyindex 0.1.0.9000
tidyindex: A Tidy Data Pipeline to Construct, Compare, and Analyse Indexes
Construct and analyse indexes in a pipeline tidy workflow. 'tidyindex' contains modules for transforming variables, aggregating variables across time, reducing data dimension through weighting, and fitting distributions. A manuscript describing the methodology can be found at <https://github.com/huizezhang-sherry/paper-tidyindex>.
Authors:
tidyindex_0.1.0.9000.tar.gz
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tidyindex.pdf |tidyindex.html✨
tidyindex/json (API)
NEWS
# Install 'tidyindex' in R: |
install.packages('tidyindex', repos = c('https://huizezhang-sherry.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/huizezhang-sherry/tidyindex/issues
- aqi - Air Quality Index
- aqi_ref_tbl - Air Quality Index
- aus_climate - Weather data for in-situ stations in Queensland from 1990 to 2020
- gggi - Global Gender Gap Index
- gggi_weights - Global Gender Gap Index
- hdi - Human Development Index
- hdi_scales - Human Development Index
- pollutant_ref_tbl - Air Quality Index
- queensland - Weather data for in-situ stations in Queensland from 1990 to 2020
- tenterfield - Weather data for in-situ stations in Queensland from 1990 to 2020
Last updated 3 months agofrom:282885eee0. Checks:OK: 3 NOTE: 4. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 11 2024 |
R-4.5-win | OK | Nov 11 2024 |
R-4.5-linux | OK | Nov 11 2024 |
R-4.4-win | NOTE | Nov 11 2024 |
R-4.4-mac | NOTE | Nov 11 2024 |
R-4.3-win | NOTE | Nov 11 2024 |
R-4.3-mac | NOTE | Nov 11 2024 |
Exports:add_parasaggregate_geometricalaggregate_linearaggregate_manualcompute_indexesdimension_reductiondist_gammadist_gevdist_glodist_pe3distribution_fitidx_ediidx_rdiidx_speiidx_spiinitnorm_quantilenormaliserescale_centerrescale_minmaxrescale_zscorerescalingswap_exprsswap_valuestemporal_aggregatetemporal_rolling_windowtheme_benchmarktrans_affinetrans_cubic_roottrans_log10trans_quadratictrans_square_rootvariable_trans
Dependencies:anytimeBHclicolorspacecpp11dplyrellipsisfansifarvergenericsggplot2gluegtableisobandlabelinglatticelifecyclelubridatemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigpurrrR6RColorBrewerRcpprlangscalesstringistringrtibbletidyrtidyselecttimechangetsibbleutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Add parameters to an index table object | add_paras |
Air Quality Index (AQI) | aqi aqi_ref_tbl pollutant_ref_tbl |
Calculate multiple indexes at once | augment.idx_res compute_indexes |
The dimension reduction module | aggregate_geometrical aggregate_linear aggregate_manual dimension_reduction |
The distribution fit module | distribution_fit dist_gamma dist_gev dist_glo dist_pe3 |
Global Gender Gap Index (2023) | gggi gggi_weights |
Human Development Index (2022) | hdi hdi_scales |
Initialise the tidyindex pipeline | init print.idx_tbl |
The normalise module | normalise norm_quantile |
The rescaling module | rescale_center rescale_minmax rescale_zscore rescaling |
Testing alternatives | swap_exprs swap_values |
The temporal processing module | temporal_aggregate temporal_rolling_window |
Weather data for in-situ stations in Queensland from 1990 to 2020 | aus_climate queensland tenterfield |
A ggplot2 theme for benchmarking the index series | theme_benchmark |
Drought-related index functions | idx_edi idx_rdi idx_spei idx_spi trans_thornthwaite |
The variable transformation module | trans_affine trans_cubic_root trans_log10 trans_quadratic trans_square_root variable_trans |