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tbl.now: Tidy Data and Workflow Layer for Epidemic Nowcasting

Defines tidy data structures and package-agnostic workflows for epidemiological nowcasting. The 'tbl_now' class records event, report, and revision dates alongside strata, covariates, censoring, and reporting-delay metadata while remaining compatible with 'dplyr'. Tools support validation, manipulation, diagnostics, visualization, format conversion, retrospective evaluation, and multiple modelling engines. The 'tbl_nowcast' class standardizes probabilistic predictions for plotting, scoring, comparison, and ensembling.

Version: 1.0.0
Depends: R (≥ 4.2.0)
Imports: cli, generics, grid, dplyr, ggplot2, lifecycle, lubridate, methods, pillar, rlang, S7, scales, stats, tibble, tidyr, tidyselect, utils
Suggests: almanac, baselinenowcast (≥ 0.2.1), diseasenowcasting (≥ 2.4.0), data.table, epidist (≥ 0.4.1), EpiNow2 (≥ 1.9.0), epinowcast (≥ 0.7.0), knitr, modifiedmk (≥ 1.6.0), NobBS (≥ 1.1.1), patchwork, plotly, rmarkdown, scoringutils (≥ 2.0.0), surveillance (≥ 1.26.1), testthat (≥ 3.0.0), tsibble, withr
Published: 2026-09-21
DOI: 10.32614/CRAN.package.tbl.now
Author: Rodrigo Zepeda-Tello ORCID iD [aut, cre], Rami Yaari ORCID iD [aut], Matteo Perini ORCID iD [aut], Teresa Yamana ORCID iD [ctb], Jeffrey Shaman ORCID iD [ctb], Columbia University in the City of New York [cph, fnd]
Maintainer: Rodrigo Zepeda-Tello <rzepeda17 at gmail.com>
BugReports: https://github.com/RodrigoZepeda/tbl.now/issues
License: MIT + file LICENSE
URL: https://rodrigozepeda.github.io/tbl.now/, https://github.com/RodrigoZepeda/tbl.now
NeedsCompilation: no
Additional_repositories: https://epinowcast.r-universe.dev, https://davisvaughan.r-universe.dev, https://rodrigozepeda.r-universe.dev
Materials: README, NEWS
CRAN checks: tbl.now results

Documentation:

Reference manual: tbl.now.html , tbl.now.pdf
Vignettes: Get started with tbl.now (source, R code)

Downloads:

Package source: tbl.now_1.0.0.tar.gz
Windows binaries: r-devel: tbl.now_1.0.0.zip, r-release: not available, r-oldrel: tbl.now_1.0.0.zip
macOS binaries: r-release (arm64): tbl.now_1.0.0.tgz, r-oldrel (arm64): tbl.now_1.0.0.tgz, r-release (x86_64): tbl.now_1.0.0.tgz, r-oldrel (x86_64): tbl.now_1.0.0.tgz

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.