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457 lines
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457 lines
26 KiB
Text
# FreesearchR
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The [***FreesearchR***](https://app.freesearchr.org) is a simple,
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clinical health data exploration and analysis tool to democratise
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clinical research by assisting any researcher to easily evaluate and
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analyse data and export publication ready results.
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[***FreesearchR***](https://app.freesearchr.org) is free and
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open-source, and is [accessible in your web browser through this
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link](https://app.freesearchr.org). The app can also run locally, please
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[see below](#run-locally-on-your-own-machine-sec-run-locally).
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All feedback is welcome and can be shared as a GitHub issue. Any
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suggestions on collaboration is much welcomed. Please reach out!
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FreesearchR demo
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## Motivation
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This app has the following simple goals:
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1. help the health clinician getting an overview of data in quality
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improvement projects and clinical research
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2. help learners get a good start analysing data and coding in *R*
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3. ease quick data overview and basic visualisations for any clinical
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researcher
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## Run locally on your own machine
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The ***FreesearchR*** app can also run on your own machine with no data
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transmitted anywhere. Blow are the available options.
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### Run from R (or RStduio)
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Working with data in R, FreesearchR is a quick and easy tool to get
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overview and perform the first explorative analyses to get you going.
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Any data available in the your R session will be available to the
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FreesearchR app. Just follow the below steps to get going:
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1. **Requirement:** You need to have [*R*
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installed](https://www.r-project.org/) and possibly an editor like
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[RStudio](https://posit.co/download/rstudio-desktop/).
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2. Then open the *R* console and copy/paste the following code, that
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will install the [devtools](https://devtools.r-lib.org/) package and
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then the [FreesearchR](https://github.com/agdamsbo/FreesearchR)
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*R*-package with its dependencies:
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require("devtools")
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devtools::install_github("agdamsbo/FreesearchR")
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library(FreesearchR)
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# By loading mtcars to the environment, it will be available
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# in the interface like any other data.frame
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data(mtcars)
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launch_FreesearchR()
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### Running with docker compose
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For advanced users, wanting to deploy the FreesearchR app to run
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anywhere, a docker image is available.
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Below is the minimal `docker_compose.yml` file:
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services:
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freesearchr:
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image: ghcr.io/agdamsbo/freesearchr:latest
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ports:
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- '3838:3838'
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restart: on-failure
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## Code of Conduct
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Please note that the ***FreesearchR*** project is published with a
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[Contributor Code of
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Conduct](https://contributor-covenant.org/version/2/1/CODE_OF_CONDUCT.html).
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By contributing to this project, you agree to abide by its terms.
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## Translators
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Thank you very much to all translators having helped to translate and
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validate translation drafts.
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## Acknowledgements
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Like any other project, this project was never possible without the
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great work of others. These are some of the sources and packages I have
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used:
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- The ***FreesearchR*** app is built with
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[Shiny](https://shiny.posit.co/) and based on
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[*R*](https://www.r-project.org/).
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- [gtsummary](https://www.danieldsjoberg.com/gtsummary/): superb and
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flexible way to create publication-ready analytical and summary
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tables.
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- [dreamRs](https://github.com/dreamRs): maintainers of a broad
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selection of great extensions and tools for
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[Shiny](https://shiny.posit.co/).
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- [easystats](https://easystats.github.io/easystats/): the
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[`performance::check_model()`](https://easystats.github.io/performance/articles/check_model.html)
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function was central in sparking the idea to create a data analysis
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tool.
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- [IDEAfilter](https://biogen-inc.github.io/IDEAFilter/): a visually
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appealing data filter function based on the
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[{shinyDataFilter}](https://github.com/dgkf/shinyDataFilter).
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This project was all written by a human and not by any AI-based tools.
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The online ***FreesearchR*** app contains a tracking script,
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transmitting minimal data on usage. No uploaded data is transmitted
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anywhere. Have a look at the [tracking data
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here](https://analytics.gdamsbo.dk/share/2i4BNpMcDMB9lJvF/agdamsbo.shinyapps.io).
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No tracking data is sent running the app locally (see above).
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# Package index
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## All functions
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- [`FreesearchR_palette()`](https://agdamsbo.github.io/FreesearchR/reference/FreesearchR_palette.md)
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: Use the FreesearchR colors
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- [`add_class_icon()`](https://agdamsbo.github.io/FreesearchR/reference/add_class_icon.md)
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: Convert class grid column to icon
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- [`add_sparkline()`](https://agdamsbo.github.io/FreesearchR/reference/add_sparkline.md)
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: Add sparkline to datagrid
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- [`align_axes()`](https://agdamsbo.github.io/FreesearchR/reference/align_axes.md)
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: Aligns axes between plots
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- [`all_but()`](https://agdamsbo.github.io/FreesearchR/reference/all_but.md)
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: Select all from vector but
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- [`append_column()`](https://agdamsbo.github.io/FreesearchR/reference/append_column.md)
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: Append a column to a data.frame
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- [`append_list()`](https://agdamsbo.github.io/FreesearchR/reference/append_list.md)
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: Append list with named index
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- [`argsstring2list()`](https://agdamsbo.github.io/FreesearchR/reference/argsstring2list.md)
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: Convert string of arguments to list of arguments
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- [`baseline_table()`](https://agdamsbo.github.io/FreesearchR/reference/baseline_table.md)
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: Print a flexible baseline characteristics table
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- [`class_icons()`](https://agdamsbo.github.io/FreesearchR/reference/class_icons.md)
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: Get data class icons
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- [`clean_common_axis()`](https://agdamsbo.github.io/FreesearchR/reference/clean_common_axis.md)
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: Extract and clean axis ranges
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- [`clean_date()`](https://agdamsbo.github.io/FreesearchR/reference/clean_date.md)
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: Attempts at applying uniform date format
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- [`clean_sep()`](https://agdamsbo.github.io/FreesearchR/reference/clean_sep.md)
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: gsub wrapper for piping with default values for separator
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substituting
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- [`collapse_spaces()`](https://agdamsbo.github.io/FreesearchR/reference/collapse_spaces.md)
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: Substitue spaces/tabs with single space excluding text within quotes
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- [`columnSelectInput()`](https://agdamsbo.github.io/FreesearchR/reference/columnSelectInput.md)
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: A selectizeInput customized for data frames with column labels
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- [`compare_missings()`](https://agdamsbo.github.io/FreesearchR/reference/compare_missings.md)
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: Pairwise comparison of missings across covariables
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- [`contrast_text()`](https://agdamsbo.github.io/FreesearchR/reference/contrast_text.md)
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: Contrast Text Color
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- [`corr_pairs_validate()`](https://agdamsbo.github.io/FreesearchR/reference/corr_pairs_validate.md)
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: Correlation pairs validation
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- [`correlation_pairs()`](https://agdamsbo.github.io/FreesearchR/reference/correlation_pairs.md)
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: Determine significant correlations in the data set
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- [`create_column_ui()`](https://agdamsbo.github.io/FreesearchR/reference/create-column.md)
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[`create_column_server()`](https://agdamsbo.github.io/FreesearchR/reference/create-column.md)
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[`allowed_operations()`](https://agdamsbo.github.io/FreesearchR/reference/create-column.md)
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[`modal_create_column()`](https://agdamsbo.github.io/FreesearchR/reference/create-column.md)
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[`winbox_create_column()`](https://agdamsbo.github.io/FreesearchR/reference/create-column.md)
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: Create new column
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- [`create_baseline()`](https://agdamsbo.github.io/FreesearchR/reference/create_baseline.md)
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: Create a baseline table
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- [`create_log_tics()`](https://agdamsbo.github.io/FreesearchR/reference/create_log_tics.md)
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: Create summetric log ticks
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- [`create_overview_datagrid()`](https://agdamsbo.github.io/FreesearchR/reference/create_overview_datagrid.md)
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: Create a data overview datagrid
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- [`custom_theme()`](https://agdamsbo.github.io/FreesearchR/reference/custom_theme.md)
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: Custom theme based on unity
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- [`cut_variable_ui()`](https://agdamsbo.github.io/FreesearchR/reference/cut-variable.md)
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[`cut_variable_server()`](https://agdamsbo.github.io/FreesearchR/reference/cut-variable.md)
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[`modal_cut_variable()`](https://agdamsbo.github.io/FreesearchR/reference/cut-variable.md)
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: Module to Convert Numeric to Factor
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- [`cut_methods()`](https://agdamsbo.github.io/FreesearchR/reference/cut_methods.md)
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: Library of cut methods with descriptions
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- [`cut_var()`](https://agdamsbo.github.io/FreesearchR/reference/cut_var.md)
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: Extended cutting function with fall-back to the native base::cut
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- [`data_correlations_ui()`](https://agdamsbo.github.io/FreesearchR/reference/data-correlations.md)
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[`data_correlations_server()`](https://agdamsbo.github.io/FreesearchR/reference/data-correlations.md)
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: Data correlations evaluation module
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- [`data_missings_ui()`](https://agdamsbo.github.io/FreesearchR/reference/data-missings.md)
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[`data_missings_server()`](https://agdamsbo.github.io/FreesearchR/reference/data-missings.md)
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: Data correlations evaluation module
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- [`data_visuals_ui()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
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[`data_visuals_server()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
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[`create_plot()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
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[`plot_bar_single()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
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[`plot_box()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
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[`plot_box_single()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
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[`plot_hbars()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
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[`plot_ridge()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
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[`sankey_ready()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
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[`plot_sankey()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
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[`plot_scatter()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
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[`plot_violin()`](https://agdamsbo.github.io/FreesearchR/reference/data-plots.md)
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: Data correlations evaluation module
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- [`data_summary_ui()`](https://agdamsbo.github.io/FreesearchR/reference/data-summary.md)
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[`data_summary_server()`](https://agdamsbo.github.io/FreesearchR/reference/data-summary.md)
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: Data summary module
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- [`data_description()`](https://agdamsbo.github.io/FreesearchR/reference/data_description.md)
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: Ultra short data dascription
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- [`data_summary_gather()`](https://agdamsbo.github.io/FreesearchR/reference/data_summary_gather.md)
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: Data summary for printing visual summary
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- [`data_type()`](https://agdamsbo.github.io/FreesearchR/reference/data_type.md)
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: Data type assessment.
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- [`data_type_filter()`](https://agdamsbo.github.io/FreesearchR/reference/data_type_filter.md)
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: Filter function to filter data set by variable type
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- [`data_types()`](https://agdamsbo.github.io/FreesearchR/reference/data_types.md)
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: Recognised data types from data_type
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- [`default_format_arguments()`](https://agdamsbo.github.io/FreesearchR/reference/default_format_arguments.md)
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: Defaults qmd formats
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- [`default_parsing()`](https://agdamsbo.github.io/FreesearchR/reference/default_parsing.md)
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: Default data parsing
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- [`detect_delimiter()`](https://agdamsbo.github.io/FreesearchR/reference/detect_delimiter.md)
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: Detect delimiters in string based on allowed delimiters
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- [`dim_change_call()`](https://agdamsbo.github.io/FreesearchR/reference/dim_change_call.md)
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: Dimensions validation
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- [`drop_empty_event()`](https://agdamsbo.github.io/FreesearchR/reference/drop_empty_event.md)
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: Drop empty events from REDCap export
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- [`expression_string()`](https://agdamsbo.github.io/FreesearchR/reference/expression_string.md)
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: Deparses expression as string, substitutes native pipe and adds
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assign
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- [`factor_new_levels_labels()`](https://agdamsbo.github.io/FreesearchR/reference/factor_new_levels_labels.md)
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: Simple function to apply new levels and/or labels to factor
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- [`factorize()`](https://agdamsbo.github.io/FreesearchR/reference/factorize.md)
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: Factorize variables in data.frame
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- [`file_export()`](https://agdamsbo.github.io/FreesearchR/reference/file_export.md)
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: Title
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- [`format_writer()`](https://agdamsbo.github.io/FreesearchR/reference/format_writer.md)
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: Merges list of named arguments for qmd header generation
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- [`get_data_packages()`](https://agdamsbo.github.io/FreesearchR/reference/get_data_packages.md)
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: Get packages containing datasets
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- [`get_fun_options()`](https://agdamsbo.github.io/FreesearchR/reference/get_fun_options.md)
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: Get the function options based on the selected function description
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- [`get_label()`](https://agdamsbo.github.io/FreesearchR/reference/get_label.md)
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: Print label, and if missing print variable name for plots
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- [`get_list_elements()`](https://agdamsbo.github.io/FreesearchR/reference/get_list_elements.md)
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: Subset elements from list of lists
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- [`get_plot_options()`](https://agdamsbo.github.io/FreesearchR/reference/get_plot_options.md)
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: Get the function options based on the selected function description
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- [`get_var_icon()`](https://agdamsbo.github.io/FreesearchR/reference/get_var_icon.md)
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: Easily get variable icon based on data type or class
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- [`getfun()`](https://agdamsbo.github.io/FreesearchR/reference/getfun.md)
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: Wrapper function to get function from character vector referring to
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function from namespace. Passed to 'do.call()'
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- [`gg_theme_export()`](https://agdamsbo.github.io/FreesearchR/reference/gg_theme_export.md)
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: GGplot default theme for plotting export objects
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- [`gg_theme_shiny()`](https://agdamsbo.github.io/FreesearchR/reference/gg_theme_shiny.md)
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: GGplot default theme for plotting in Shiny
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- [`ggeulerr()`](https://agdamsbo.github.io/FreesearchR/reference/ggeulerr.md)
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: Area proportional venn diagrams
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- [`grepl_fix()`](https://agdamsbo.github.io/FreesearchR/reference/grepl_fix.md)
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: Matches pattern to vector based on match type
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- [`if_not_missing()`](https://agdamsbo.github.io/FreesearchR/reference/if_not_missing.md)
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: Return if available
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- [`import_delim()`](https://agdamsbo.github.io/FreesearchR/reference/import-file-type.md)
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[`import_xls()`](https://agdamsbo.github.io/FreesearchR/reference/import-file-type.md)
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[`import_ods()`](https://agdamsbo.github.io/FreesearchR/reference/import-file-type.md)
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[`import_dta()`](https://agdamsbo.github.io/FreesearchR/reference/import-file-type.md)
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[`import_rds()`](https://agdamsbo.github.io/FreesearchR/reference/import-file-type.md)
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: Wrapper to ease data file import
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- [`import_file_ui()`](https://agdamsbo.github.io/FreesearchR/reference/import-file.md)
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[`import_file_server()`](https://agdamsbo.github.io/FreesearchR/reference/import-file.md)
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: Import data from a file
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- [`import_file_demo_app()`](https://agdamsbo.github.io/FreesearchR/reference/import-file_module.md)
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: Test app for the import_file module
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- [`import_globalenv_ui()`](https://agdamsbo.github.io/FreesearchR/reference/import-globalenv.md)
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[`import_globalenv_server()`](https://agdamsbo.github.io/FreesearchR/reference/import-globalenv.md)
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: Import data from an Environment
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- [`index_embed()`](https://agdamsbo.github.io/FreesearchR/reference/index_embed.md)
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: Split vector by an index and embed addition
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- [`is_any_class()`](https://agdamsbo.github.io/FreesearchR/reference/is_any_class.md)
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: Test class
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- [`is_consecutive()`](https://agdamsbo.github.io/FreesearchR/reference/is_consecutive.md)
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: Checks if elements in vector are equally spaced as indication of ID
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- [`is_datetime()`](https://agdamsbo.github.io/FreesearchR/reference/is_datetime.md)
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: Test is date/datetime/time
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- [`is_identical_to_previous()`](https://agdamsbo.github.io/FreesearchR/reference/is_identical_to_previous.md)
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: Test if element is identical to the previous
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- [`is_splittable()`](https://agdamsbo.github.io/FreesearchR/reference/is_splittable.md)
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: Determine if any variable in data frame character and contains
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recognized delimiters
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- [`is_valid_redcap_url()`](https://agdamsbo.github.io/FreesearchR/reference/is_valid_redcap_url.md)
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: Test if url is valid format for REDCap API
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- [`is_valid_token()`](https://agdamsbo.github.io/FreesearchR/reference/is_valid_token.md)
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: Validate REDCap token
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- [`launch_FreesearchR()`](https://agdamsbo.github.io/FreesearchR/reference/launch_FreesearchR.md)
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: Easily launch the FreesearchR app
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- [`limit_data_size()`](https://agdamsbo.github.io/FreesearchR/reference/limit_data_size.md)
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: Limit the allowed data set size by number of cells
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- [`limit_log()`](https://agdamsbo.github.io/FreesearchR/reference/limit_log.md)
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: Easily round log scale limits for nice plots
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- [`line_break()`](https://agdamsbo.github.io/FreesearchR/reference/line_break.md)
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: Line breaking at given number of characters for nicely plotting
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labels
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- [`list_pkg_data()`](https://agdamsbo.github.io/FreesearchR/reference/list_pkg_data.md)
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: List dataset contained in a package
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- [`make_validation()`](https://agdamsbo.github.io/FreesearchR/reference/make_validation.md)
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: Create validation data.frame
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- [`make_validation_alerts()`](https://agdamsbo.github.io/FreesearchR/reference/make_validation_alerts.md)
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: Create alert from validation data.frame
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- [`mcar_validate()`](https://agdamsbo.github.io/FreesearchR/reference/mcar_validate.md)
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: MCAR validation based on a gtsummary table bady
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- [`merge_expression()`](https://agdamsbo.github.io/FreesearchR/reference/merge_expression.md)
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: Merge list of expressions
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- [`merge_long()`](https://agdamsbo.github.io/FreesearchR/reference/merge_long.md)
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: Wrapper to pivot gtsummary table data to long for plotting
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- [`missing_fraction()`](https://agdamsbo.github.io/FreesearchR/reference/missing_fraction.md)
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: Get missingsness fraction
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- [`missings_logic_across()`](https://agdamsbo.github.io/FreesearchR/reference/missings_logic_across.md)
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: Converting all variables to logicals by missing status
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- [`missings_validate()`](https://agdamsbo.github.io/FreesearchR/reference/missings_validate.md)
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: Validate function of missingness in data
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- [`modify_qmd()`](https://agdamsbo.github.io/FreesearchR/reference/modify_qmd.md)
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: Wrapper to modify quarto file to render specific formats
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- [`names2val()`](https://agdamsbo.github.io/FreesearchR/reference/names2val.md)
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: Set values as names and names as values
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- [`obs_filter_validate()`](https://agdamsbo.github.io/FreesearchR/reference/obs_filter_validate.md)
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: Observations filter test wrapper
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- [`overview_vars()`](https://agdamsbo.github.io/FreesearchR/reference/overview_vars.md)
|
|
: Create a data overview data.frame ready for sparklines
|
|
- [`pipe_string()`](https://agdamsbo.github.io/FreesearchR/reference/pipe_string.md)
|
|
: Reduce character vector with the native pipe operator or character
|
|
string
|
|
- [`plot(`*`<tbl_regression>`*`)`](https://agdamsbo.github.io/FreesearchR/reference/plot.tbl_regression.md)
|
|
: Regression coef plot from gtsummary. Slightly modified to pass on
|
|
arguments
|
|
- [`plot_euler()`](https://agdamsbo.github.io/FreesearchR/reference/plot_euler.md)
|
|
: Easily plot euler diagrams
|
|
- [`plot_euler_single()`](https://agdamsbo.github.io/FreesearchR/reference/plot_euler_single.md)
|
|
: Easily plot single euler diagrams
|
|
- [`plot_sankey_single()`](https://agdamsbo.github.io/FreesearchR/reference/plot_sankey_single.md)
|
|
: Beautiful sankey plot
|
|
- [`possible_functions()`](https://agdamsbo.github.io/FreesearchR/reference/possible_functions.md)
|
|
: Get possible regression models
|
|
- [`possible_plots()`](https://agdamsbo.github.io/FreesearchR/reference/possible_plots.md)
|
|
: Get possible regression models
|
|
- [`read_input()`](https://agdamsbo.github.io/FreesearchR/reference/read_input.md)
|
|
: Flexible file import based on extension
|
|
- [`m_redcap_readUI()`](https://agdamsbo.github.io/FreesearchR/reference/redcap_read_shiny_module.md)
|
|
[`m_redcap_readServer()`](https://agdamsbo.github.io/FreesearchR/reference/redcap_read_shiny_module.md)
|
|
[`redcap_demo_app()`](https://agdamsbo.github.io/FreesearchR/reference/redcap_read_shiny_module.md)
|
|
: Shiny module to browser and export REDCap data
|
|
- [`regression_model()`](https://agdamsbo.github.io/FreesearchR/reference/regression_model.md)
|
|
[`regression_model_uv()`](https://agdamsbo.github.io/FreesearchR/reference/regression_model.md)
|
|
[`regression_model_list()`](https://agdamsbo.github.io/FreesearchR/reference/regression_model.md)
|
|
[`regression_model_uv_list()`](https://agdamsbo.github.io/FreesearchR/reference/regression_model.md)
|
|
: Create a regression model programatically
|
|
- [`regression_table()`](https://agdamsbo.github.io/FreesearchR/reference/regression_table.md)
|
|
: Create table of regression model
|
|
- [`regression_table_create()`](https://agdamsbo.github.io/FreesearchR/reference/regression_table_create.md)
|
|
: Create regression summary table
|
|
- [`remove_empty_attr()`](https://agdamsbo.github.io/FreesearchR/reference/remove_empty_attr.md)
|
|
: Remove empty/NA attributes
|
|
- [`remove_empty_cols()`](https://agdamsbo.github.io/FreesearchR/reference/remove_empty_cols.md)
|
|
: Removes columns with completenes below cutoff
|
|
- [`remove_nested_list()`](https://agdamsbo.github.io/FreesearchR/reference/remove_nested_list.md)
|
|
: Very simple function to remove nested lists, like when uploading
|
|
.rds
|
|
- [`repeated_instruments()`](https://agdamsbo.github.io/FreesearchR/reference/repeated_instruments.md)
|
|
: Get names of repeated instruments
|
|
- [`selectInputIcon()`](https://agdamsbo.github.io/FreesearchR/reference/selectInputIcon.md)
|
|
: Create a select input control with icon(s)
|
|
- [`separate_string()`](https://agdamsbo.github.io/FreesearchR/reference/separate_string.md)
|
|
: Separate string wide or long
|
|
- [`set_column_label()`](https://agdamsbo.github.io/FreesearchR/reference/set_column_label.md)
|
|
: (Re)label columns in data.frame
|
|
- [`show_data()`](https://agdamsbo.github.io/FreesearchR/reference/show_data.md)
|
|
: Display a table in a window
|
|
- [`simple_snake()`](https://agdamsbo.github.io/FreesearchR/reference/simple_snake.md)
|
|
: Simplified version of the snakecase packages to_snake_case
|
|
- [`sort_by()`](https://agdamsbo.github.io/FreesearchR/reference/sort_by.md)
|
|
: Drop-in replacement for the base::sort_by with option to remove NAs
|
|
- [`specify_qmd_format()`](https://agdamsbo.github.io/FreesearchR/reference/specify_qmd_format.md)
|
|
: Specify format arguments to include in qmd header/frontmatter
|
|
- [`string_split_ui()`](https://agdamsbo.github.io/FreesearchR/reference/split-string.md)
|
|
[`string_split_server()`](https://agdamsbo.github.io/FreesearchR/reference/split-string.md)
|
|
[`modal_string_split()`](https://agdamsbo.github.io/FreesearchR/reference/split-string.md)
|
|
: String split module based on tidyr::separate\_
|
|
- [`subset_types()`](https://agdamsbo.github.io/FreesearchR/reference/subset_types.md)
|
|
: Easily subset by data type function
|
|
- [`supported_functions()`](https://agdamsbo.github.io/FreesearchR/reference/supported_functions.md)
|
|
: Implemented functions
|
|
- [`supported_plots()`](https://agdamsbo.github.io/FreesearchR/reference/supported_plots.md)
|
|
: Implemented functions
|
|
- [`symmetrical_scale_x_log10()`](https://agdamsbo.github.io/FreesearchR/reference/symmetrical_scale_x_log10.md)
|
|
: Ensure symmetrical plot around 1 on a logarithmic x scale for ratio
|
|
plots
|
|
- [`tbl_merge()`](https://agdamsbo.github.io/FreesearchR/reference/tbl_merge.md)
|
|
: A substitue to gtsummary::tbl_merge, that will use list names for
|
|
the tab spanner names.
|
|
- [`type_icons()`](https://agdamsbo.github.io/FreesearchR/reference/type_icons.md)
|
|
: Get data type icons
|
|
- [`ui_elements()`](https://agdamsbo.github.io/FreesearchR/reference/ui_elements.md)
|
|
: FreesearchR UI elements list
|
|
- [`unique_names()`](https://agdamsbo.github.io/FreesearchR/reference/unique_names.md)
|
|
: Make unique variable names
|
|
- [`unique_short()`](https://agdamsbo.github.io/FreesearchR/reference/unique_short.md)
|
|
: Create unique short names of character vector items based on index
|
|
- [`update_factor_ui()`](https://agdamsbo.github.io/FreesearchR/reference/update-factor.md)
|
|
[`update_factor_server()`](https://agdamsbo.github.io/FreesearchR/reference/update-factor.md)
|
|
[`modal_update_factor()`](https://agdamsbo.github.io/FreesearchR/reference/update-factor.md)
|
|
[`winbox_update_factor()`](https://agdamsbo.github.io/FreesearchR/reference/update-factor.md)
|
|
: Module to Reorder the Levels of a Factor Variable
|
|
- [`update_variables_ui()`](https://agdamsbo.github.io/FreesearchR/reference/update-variables.md)
|
|
[`update_variables_server()`](https://agdamsbo.github.io/FreesearchR/reference/update-variables.md)
|
|
: Select, rename and convert variables
|
|
- [`update_variables_datagrid()`](https://agdamsbo.github.io/FreesearchR/reference/update_variables_datagrid.md)
|
|
: Modified from the datamods pacakge
|
|
- [`validation_ui()`](https://agdamsbo.github.io/FreesearchR/reference/validation.md)
|
|
[`validation_server()`](https://agdamsbo.github.io/FreesearchR/reference/validation.md)
|
|
: Validation module
|
|
- [`validation_lib()`](https://agdamsbo.github.io/FreesearchR/reference/validation_lib.md)
|
|
: Validation library
|
|
- [`vars_filter_validate()`](https://agdamsbo.github.io/FreesearchR/reference/vars_filter_validate.md)
|
|
: Variable filter test wrapper
|
|
- [`vectorSelectInput()`](https://agdamsbo.github.io/FreesearchR/reference/vectorSelectInput.md)
|
|
: A selectizeInput customized for named vectors
|
|
- [`vertical_stacked_bars()`](https://agdamsbo.github.io/FreesearchR/reference/vertical_stacked_bars.md)
|
|
: Vertical stacked bar plot wrapper
|
|
- [`visual_summary_ui()`](https://agdamsbo.github.io/FreesearchR/reference/visual-summary.md)
|
|
[`visual_summary_server()`](https://agdamsbo.github.io/FreesearchR/reference/visual-summary.md)
|
|
[`modal_visual_summary()`](https://agdamsbo.github.io/FreesearchR/reference/visual-summary.md)
|
|
[`missings_apex_plot()`](https://agdamsbo.github.io/FreesearchR/reference/visual-summary.md)
|
|
[`visual_summary()`](https://agdamsbo.github.io/FreesearchR/reference/visual-summary.md)
|
|
: Data correlations evaluation module
|
|
- [`wide2long()`](https://agdamsbo.github.io/FreesearchR/reference/wide2long.md)
|
|
: Alternative pivoting method for easily pivoting based on name
|
|
pattern
|
|
- [`wrap_plot_list()`](https://agdamsbo.github.io/FreesearchR/reference/wrap_plot_list.md)
|
|
: Wrapping
|
|
- [`write_quarto()`](https://agdamsbo.github.io/FreesearchR/reference/write_quarto.md)
|
|
: Wrapper to save data in RDS, load into specified qmd and render
|
|
|
|
# Articles
|
|
|
|
### All vignettes
|
|
|
|
- [Data
|
|
types](https://agdamsbo.github.io/FreesearchR/articles/data-types.md):
|
|
- [FreesearchR](https://agdamsbo.github.io/FreesearchR/articles/FreesearchR.md):
|
|
- [Missingness in
|
|
data](https://agdamsbo.github.io/FreesearchR/articles/missingness.md):
|
|
- [Session
|
|
info](https://agdamsbo.github.io/FreesearchR/articles/session.md):
|
|
- [On
|
|
visuals](https://agdamsbo.github.io/FreesearchR/articles/visuals.md):
|