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smallsets
View on CRAN: Click
here
Download and install smallsets package within the R console
Install from CRAN:
install.packages("smallsets")
Install from Github:
library("remotes")
install_github("cran/smallsets")
Install by package version:
library("remotes")
install_version("smallsets", "2.0.0")
Attach the package and use:
library("smallsets")
Maintained by
Lydia R. Lucchesi
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.smallsets . https://lydialucchesi.github.io/smallsets/ . https://github.com/lydialucchesi/smallsets . smallsets results . smallsets.pdf . smallsets User Guide . smallsets_2.0.0.tar.gz . smallsets_2.0.0.zip . smallsets_2.0.0.zip . smallsets_2.0.0.zip . smallsets_2.0.0.tgz . smallsets_2.0.0.tgz . smallsets_2.0.0.tgz . smallsets_2.0.0.tgz . smallsets_2.0.0.tgz . smallsets_2.0.0.tgz . smallsets archive . https://CRAN.R-project.org/package=smallsets .
First Published: 2023-02-03
Latest Update: 2023-12-05
Description:
Data practitioners regularly use the 'R' and 'Python' programming languages to prepare data for analyses. Thus, they encode important data preprocessing decisions in 'R' and 'Python' code. The 'smallsets' package subsequently decodes these decisions into a Smallset Timeline, a static, compact visualisation of data preprocessing decisions (Lucchesi et al. (2022) <doi:10.1145/3531146.3533175>). The visualisation consists of small data snapshots of different preprocessing steps. The 'smallsets' package builds this visualisation from a user's dataset and preprocessing code located in an 'R', 'R Markdown', 'Python', or 'Jupyter Notebook' file. Users simply add structured comments with snapshot instructions to the preprocessing code. One optional feature in 'smallsets' requires installation of the 'Gurobi' optimisation software and 'gurobi' 'R' package, available from <https://www.gurobi.com>. More information regarding the optional feature and 'gurobi' installation can be found in the 'smallsets' vignette.
How to cite:
Lydia R. Lucchesi (2023). smallsets: Visual Documentation for Data Preprocessing. R package version 2.0.0, https://cran.r-project.org/web/packages/smallsets. Accessed 29 Mar. 2025.
Previous versions and publish date:
1.0.0 (2023-02-03 11:10)
Other packages that cited smallsets R package
View smallsets citation profile
Other R packages that smallsets depends,
imports, suggests or enhances
Complete documentation for smallsets
Functions, R codes and Examples using
the smallsets R package
Some associated functions: Smallset_Timeline . s_data . sets_labelling . sets_sizing . sets_spacing .
Some associated R codes: Smallset_Timeline.R . add_ghost_data.R . alt_text_templates.R . build_plot.R . finalise_plot.R . find_data_changes.R . generate_alt_text.R . prepare_colour_sheet.R . prepare_score_sheet.R . retrieve_dimensions.R . retrieve_tables.R . return_scheme.R . run_advanced_gurobi.R . run_simple_gurobi.R . s_data.R . select_smallset.R . sets_labelling.R . sets_sizing.R . sets_spacing.R . write_smallset_code.R . Full smallsets package functions and examples
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