A 'shiny' Package for Data Analysis
Overview
Provides a 'shiny' application with a user-friendly interface for interactive data analysis. It supports exploratory data analysis through descriptive statistics, data visualization, statistical tests (e.g., normality assessment), linear modeling, data import, transformation and reporting. For more details see Shapiro and Wilk (1965) doi:10.2307/2333709.
Improvements
1 - **QQ Plot in linear model**: inserted QQ Plot for residuals (Exploratory and Lm modules)
2 - New **missing module**: identify and replace missing values (#72)
3 - Now **double and integer** are treated differently (not just equally as numeric)
Visuals
1 - New **waiter screen** in startup and close
2 - Better colors consistency through all the package
3 - Better CSS with rounded corners
Bug fixes
1 - Fixed time in Spada Output footer (HTML exported file) (#82)
From NEWS.md in the release
Install
Health
ERRORtestsr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc, r-devel-linux-x86_64-fedora-clang, r-devel-linux-x86_64-fedora-gcc, r-devel-windows-x86_64, r-release-linux-x86_64
r-devel-linux-x86_64-debian-clang
Running ‘testthat.R’ [205s/253s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
> # This file is part of the standard setup for testthat.
> # It is recommended that you do not modify it.
> #
> # Where should you do additional test configuration?
> # Learn more about the roles of various files in:
> # * https://r-pkgs.org/testing-design.html#sec-tests-files-overview
> # * https://testthat.r-lib.org/articles/special-files.html
>
> library(testthat)
> library(spada)
>
> test_check("spada")
Loading required package: shiny
Unhandled promise error: Can't access reactive `ExtendedTask$private$status`; its module session has been destroyed
Unhandled promise error: Can't access reactive `ExtendedTask$private$status`; its module session has been destroyed
Unhandled promise error: Can't access reactive `ExtendedTask$private$status`; its module session has been destroyed
Unhandled promise error: Can't access reactive `ExtendedTask$private$status`; its module session has been destroyed
Unhandled promise error: Can't access reactive `ExtendedTask$private$status`; its module session has been destroyed
Saving _problems/test-utils-1135.R
[ FAIL 1 | WARN 0 | SKIP 0 | PASS 984 ]
══ Failed tests ════════════════════════════════════════════════════════════════
── Failure ('test-utils.R:1135:3'): Test gt info ───────────────────────────────
Expected `length(gt_info_test)` to equal 21.
Differences:
`actual`: 23.0
`expected`: 21.0
[ FAIL 1 | WARN 0 | SKIP 0 | PASS 984 ]
Error:
! Test failures.
Execution haltedr-devel-linux-x86_64-debian-gcc
Running ‘testthat.R’ [149s/177s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
> # This file is part of the standard setup for testthat.
> # It is recommended that you do not modify it.
> #
> # Where should you do additional test configuration?
> # Learn more about the roles of various files in:
> # * https://r-pkgs.org/testing-design.html#sec-tests-files-overview
> # * https://testthat.r-lib.org/articles/special-files.html
>
> library(testthat)
> library(spada)
>
> test_check("spada")
Loading required package: shiny
Unhandled promise error: Can't access reactive `ExtendedTask$private$status`; its module session has been destroyed
Unhandled promise error: Can't access reactive `ExtendedTask$private$status`; its module session has been destroyed
Unhandled promise error: Can't access reactive `ExtendedTask$private$status`; its module session has been destroyed
Unhandled promise error: Can't access reactive `ExtendedTask$private$status`; its module session has been destroyed
Unhandled promise error: Can't access reactive `ExtendedTask$private$status`; its module session has been destroyed
Saving _problems/test-utils-1135.R
[ FAIL 1 | WARN 0 | SKIP 0 | PASS 984 ]
══ Failed tests ════════════════════════════════════════════════════════════════
── Failure ('test-utils.R:1135:3'): Test gt info ───────────────────────────────
Expected `length(gt_info_test)` to equal 21.
Differences:
`actual`: 23.0
`expected`: 21.0
[ FAIL 1 | WARN 0 | SKIP 0 | PASS 984 ]
Error:
! Test failures.
Execution haltedr-devel-linux-x86_64-fedora-clang
Running ‘testthat.R’ [122s/124s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
> # This file is part of the standard setup for testthat.
> # It is recommended that you do not modify it.
> #
> # Where should you do additional test configuration?
> # Learn more about the roles of various files in:
> # * https://r-pkgs.org/testing-design.html#sec-tests-files-overview
> # * https://testthat.r-lib.org/articles/special-files.html
>
> library(testthat)
> library(spada)
>
> test_check("spada")
Loading required package: shiny
Unhandled promise error: Can't access reactive `ExtendedTask$private$status`; its module session has been destroyed
Unhandled promise error: Can't access reactive `ExtendedTask$private$status`; its module session has been destroyed
Unhandled promise error: Can't access reactive `ExtendedTask$private$status`; its module session has been destroyed
Unhandled promise error: Can't access reactive `ExtendedTask$private$status`; its module session has been destroyed
Unhandled promise error: Can't access reactive `ExtendedTask$private$status`; its module session has been destroyed
Saving _problems/test-utils-1135.R
[ FAIL 1 | WARN 0 | SKIP 0 | PASS 984 ]
══ Failed tests ════════════════════════════════════════════════════════════════
── Failure ('test-utils.R:1135:3'): Test gt info ───────────────────────────────
Expected `length(gt_info_test)` to equal 21.
Differences:
`actual`: 23.0
`expected`: 21.0
[ FAIL 1 | WARN 0 | SKIP 0 | PASS 984 ]
Error:
! Test failures.
Execution haltedr-devel-linux-x86_64-fedora-gcc
Running ‘testthat.R’ [127s/133s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
> # This file is part of the standard setup for testthat.
> # It is recommended that you do not modify it.
> #
> # Where should you do additional test configuration?
> # Learn more about the roles of various files in:
> # * https://r-pkgs.org/testing-design.html#sec-tests-files-overview
> # * https://testthat.r-lib.org/articles/special-files.html
>
> library(testthat)
> library(spada)
>
> test_check("spada")
Loading required package: shiny
Unhandled promise error: Can't access reactive `ExtendedTask$private$status`; its module session has been destroyed
Unhandled promise error: Can't access reactive `ExtendedTask$private$status`; its module session has been destroyed
Unhandled promise error: Can't access reactive `ExtendedTask$private$status`; its module session has been destroyed
Unhandled promise error: Can't access reactive `ExtendedTask$private$status`; its module session has been destroyed
Unhandled promise error: Can't access reactive `ExtendedTask$private$status`; its module session has been destroyed
Saving _problems/test-utils-1135.R
[ FAIL 1 | WARN 0 | SKIP 0 | PASS 984 ]
══ Failed tests ════════════════════════════════════════════════════════════════
── Failure ('test-utils.R:1135:3'): Test gt info ───────────────────────────────
Expected `length(gt_info_test)` to equal 21.
Differences:
`actual`: 23.0
`expected`: 21.0
[ FAIL 1 | WARN 0 | SKIP 0 | PASS 984 ]
Error:
! Test failures.
Execution haltedr-devel-windows-x86_64
Running 'testthat.R' [191s]
Running the tests in 'tests/testthat.R' failed.
Complete output:
> # This file is part of the standard setup for testthat.
> # It is recommended that you do not modify it.
> #
> # Where should you do additional test configuration?
> # Learn more about the roles of various files in:
> # * https://r-pkgs.org/testing-design.html#sec-tests-files-overview
> # * https://testthat.r-lib.org/articles/special-files.html
>
> library(testthat)
> library(spada)
>
> test_check("spada")
Loading required package: shiny
Unhandled promise error: Can't access reactive `ExtendedTask$private$status`; its module session has been destroyed
Unhandled promise error: Can't access reactive `ExtendedTask$private$status`; its module session has been destroyed
Unhandled promise error: Can't access reactive `ExtendedTask$private$status`; its module session has been destroyed
Unhandled promise error: Can't access reactive `ExtendedTask$private$status`; its module session has been destroyed
Unhandled promise error: Can't access reactive `ExtendedTask$private$status`; its module session has been destroyed
Saving _problems/test-utils-1135.R
[ FAIL 1 | WARN 0 | SKIP 0 | PASS 984 ]
══ Failed tests ════════════════════════════════════════════════════════════════
── Failure ('test-utils.R:1135:3'): Test gt info ───────────────────────────────
Expected `length(gt_info_test)` to equal 21.
Differences:
`actual`: 23.0
`expected`: 21.0
[ FAIL 1 | WARN 0 | SKIP 0 | PASS 984 ]
Error:
! Test failures.
Execution haltedr-release-linux-x86_64
Running ‘testthat.R’ [208s/289s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
> # This file is part of the standard setup for testthat.
> # It is recommended that you do not modify it.
> #
> # Where should you do additional test configuration?
> # Learn more about the roles of various files in:
> # * https://r-pkgs.org/testing-design.html#sec-tests-files-overview
> # * https://testthat.r-lib.org/articles/special-files.html
>
> library(testthat)
> library(spada)
>
> test_check("spada")
Loading required package: shiny
Unhandled promise error: Can't access reactive `ExtendedTask$private$status`; its module session has been destroyed
Unhandled promise error: Can't access reactive `ExtendedTask$private$status`; its module session has been destroyed
Unhandled promise error: Can't access reactive `ExtendedTask$private$status`; its module session has been destroyed
Unhandled promise error: Can't access reactive `ExtendedTask$private$status`; its module session has been destroyed
Unhandled promise error: Can't access reactive `ExtendedTask$private$status`; its module session has been destroyed
Saving _problems/test-utils-1135.R
[ FAIL 1 | WARN 0 | SKIP 0 | PASS 984 ]
══ Failed tests ════════════════════════════════════════════════════════════════
── Failure ('test-utils.R:1135:3'): Test gt info ───────────────────────────────
Expected `length(gt_info_test)` to equal 21.
Differences:
`actual`: 23.0
`expected`: 21.0
[ FAIL 1 | WARN 0 | SKIP 0 | PASS 984 ]
Error:
! Test failures.
Execution halted- ERROR7 OK, 6 ERRORNow
- ERROR11 OK, 2 ERROR2026-10-15
- OK13 OK2026-08-04
- NOTE12 OK, 1 NOTE2026-08-01
- OK13 OK2026-06-09
- ERROR12 OK, 1 ERROR2026-06-08
Show 2 earlier changesHide 2 earlier changes
- OK11 OK2026-04-25
- NOTE7 OK, 1 NOTE2026-04-22
Documentation
- Help pages
- 1
- Examples that run
- 100%1 run in a plain check (under a condition)
- Exported functions with examples
- 100%
- Documented parameters
- 100%
- Return-value docs
- 100%
- Help pages citing references
- 0%
- Intro HTML
Downloads
Repository
- PRs merged (all time)
- not measured
- Median days to close, 50 most recently updated closed issues
- 8
- Median days to close, 50 most recently updated closed PRs
- not measured
Releases over time
Issues over time
Commits over time
4 development-tooling and community-health practices detected across 2 families in the upstream repository
Checks run against github.com/lgschuck/spada on 2026-10-11.
GitHub Pages site last deployed 2026-08-17
pkgdown site last built 2026-08-17, before release 0.1.8 (2026-08-23)
Dependencies
Installing spada adds 107 packages (58 with compiled code, 76 MB of source tarballs). Heaviest: ggplot2 6.0 MB, data.table 5.7 MB, bslib 5.6 MB.
Code & Tests
People & History
Package metadata
- First published
- 2026-04-21
- Total releases
- 4 / 1 yrs
- License
- AGPL (>= 3) OSI
- Minimum R
- ≥ 4.4.0
- Download size
- 5.0 MB
Cite
Cite this package
Run in R for the authors' preferred citation:
citation("spada")This package has no citation file, so citation() returns this entry built from DESCRIPTION.
Cite the R Observatory
For a number measured here: a download total, a coverage figure, an archival date.
From data release v2026-10-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.