inspectdf

Inspection, Comparison and Visualisation of Data Frames

v0.0.12.1 · Dec 27, 2024 · GPL-2

Description

A collection of utilities for columnwise summary, comparison and visualisation of data frames. Functions report missingness, categorical levels, numeric distribution, correlation, column types and memory usage.

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10 ERROR

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Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	ERROR	100.8s
r-devel-linux-x86_64-debian-gcc	ERROR	66.7s
r-devel-linux-x86_64-fedora-clang	ERROR	150.3s
r-devel-linux-x86_64-fedora-gcc	ERROR	150.5s
r-devel-macos-arm64	ERROR	24s
r-devel-windows-x86_64	ERROR	125s
r-oldrel-macos-arm64	OK
r-oldrel-macos-x86_64	OK	71s
r-oldrel-windows-x86_64	ERROR	156s
r-patched-linux-x86_64	ERROR	84.2s
r-release-linux-x86_64	ERROR	83.8s
r-release-macos-arm64	OK
r-release-macos-x86_64	OK	96s
r-release-windows-x86_64	ERROR	120s

Check details (10 non-OK)

ERROR r-devel-linux-x86_64-debian-clang

examples

Running examples in ‘inspectdf-Ex.R’ failed
The error most likely occurred in:

> base::assign(".ptime", proc.time(), pos = "CheckExEnv")
> ### Name: show_plot
> ### Title: Simple graphical inspection of dataframe summaries
> ### Aliases: show_plot
> 
> ### ** Examples
> 
> # Load 'starwars' data
> data("starwars", package = "dplyr")
> 
> # Horizontal bar plot for categorical column composition
> x <- inspect_cat(starwars) 
> show_plot(x)
Error in `group_by()`:
! Must group by variables found in `.data`.
✖ Column `col_name` is not found.
Backtrace:
     ▆
  1. ├─inspectdf::show_plot(x)
  2. │ └─inspectdf:::plot_cat(x, ...)
  3. │   └─inspectdf:::collapse_levels(lvl_df, i)
  4. │     └─... %>% mutate(level_key = paste0(value, "-", col_name))
  5. ├─dplyr::mutate(., level_key = paste0(value, "-", col_name))
  6. ├─dplyr::arrange(., col_name)
  7. ├─dplyr::ungroup(.)
  8. ├─dplyr::mutate(., colvalstretch = colvalstretch * (1 - 0.8 * (1/length(colval))))
  9. ├─dplyr::mutate(...)
 10. ├─dplyr::mutate(., colval = cumsum(prop))
 11. ├─dplyr::group_by(., col_name)
 12. └─dplyr:::group_by.data.frame(., col_name)
 13.   └─dplyr::group_by_prepare(.data, ..., .add = .add, error_call = current_env())
 14.     └─rlang::abort(bullets, call = error_call)
Execution halted

ERROR r-devel-linux-x86_64-debian-gcc

examples

Running examples in ‘inspectdf-Ex.R’ failed
The error most likely occurred in:

> base::assign(".ptime", proc.time(), pos = "CheckExEnv")
> ### Name: show_plot
> ### Title: Simple graphical inspection of dataframe summaries
> ### Aliases: show_plot
> 
> ### ** Examples
> 
> # Load 'starwars' data
> data("starwars", package = "dplyr")
> 
> # Horizontal bar plot for categorical column composition
> x <- inspect_cat(starwars) 
> show_plot(x)
Error in `group_by()`:
! Must group by variables found in `.data`.
✖ Column `col_name` is not found.
Backtrace:
     ▆
  1. ├─inspectdf::show_plot(x)
  2. │ └─inspectdf:::plot_cat(x, ...)
  3. │   └─inspectdf:::collapse_levels(lvl_df, i)
  4. │     └─... %>% mutate(level_key = paste0(value, "-", col_name))
  5. ├─dplyr::mutate(., level_key = paste0(value, "-", col_name))
  6. ├─dplyr::arrange(., col_name)
  7. ├─dplyr::ungroup(.)
  8. ├─dplyr::mutate(., colvalstretch = colvalstretch * (1 - 0.8 * (1/length(colval))))
  9. ├─dplyr::mutate(...)
 10. ├─dplyr::mutate(., colval = cumsum(prop))
 11. ├─dplyr::group_by(., col_name)
 12. └─dplyr:::group_by.data.frame(., col_name)
 13.   └─dplyr::group_by_prepare(.data, ..., .add = .add, error_call = current_env())
 14.     └─rlang::abort(bullets, call = error_call)
Execution halted

ERROR r-devel-linux-x86_64-fedora-clang

examples

Running examples in ‘inspectdf-Ex.R’ failed
The error most likely occurred in:

> ### Name: show_plot
> ### Title: Simple graphical inspection of dataframe summaries
> ### Aliases: show_plot
> 
> ### ** Examples
> 
> # Load 'starwars' data
> data("starwars", package = "dplyr")
> 
> # Horizontal bar plot for categorical column composition
> x <- inspect_cat(starwars) 
> show_plot(x)
Error in `group_by()`:
! Must group by variables found in `.data`.
✖ Column `col_name` is not found.
Backtrace:
     ▆
  1. ├─inspectdf::show_plot(x)
  2. │ └─inspectdf:::plot_cat(x, ...)
  3. │   └─inspectdf:::collapse_levels(lvl_df, i)
  4. │     └─... %>% mutate(level_key = paste0(value, "-", col_name))
  5. ├─dplyr::mutate(., level_key = paste0(value, "-", col_name))
  6. ├─dplyr::arrange(., col_name)
  7. ├─dplyr::ungroup(.)
  8. ├─dplyr::mutate(., colvalstretch = colvalstretch * (1 - 0.8 * (1/length(colval))))
  9. ├─dplyr::mutate(...)
 10. ├─dplyr::mutate(., colval = cumsum(prop))
 11. ├─dplyr::group_by(., col_name)
 12. └─dplyr:::group_by.data.frame(., col_name)
 13.   └─dplyr::group_by_prepare(.data, ..., .add = .add, error_call = current_env())
 14.     └─rlang::abort(bullets, call = error_call)
Execution halted

ERROR r-devel-linux-x86_64-fedora-gcc

examples

Running examples in ‘inspectdf-Ex.R’ failed
The error most likely occurred in:

> ### Name: show_plot
> ### Title: Simple graphical inspection of dataframe summaries
> ### Aliases: show_plot
> 
> ### ** Examples
> 
> # Load 'starwars' data
> data("starwars", package = "dplyr")
> 
> # Horizontal bar plot for categorical column composition
> x <- inspect_cat(starwars) 
> show_plot(x)
Error in `group_by()`:
! Must group by variables found in `.data`.
✖ Column `col_name` is not found.
Backtrace:
     ▆
  1. ├─inspectdf::show_plot(x)
  2. │ └─inspectdf:::plot_cat(x, ...)
  3. │   └─inspectdf:::collapse_levels(lvl_df, i)
  4. │     └─... %>% mutate(level_key = paste0(value, "-", col_name))
  5. ├─dplyr::mutate(., level_key = paste0(value, "-", col_name))
  6. ├─dplyr::arrange(., col_name)
  7. ├─dplyr::ungroup(.)
  8. ├─dplyr::mutate(., colvalstretch = colvalstretch * (1 - 0.8 * (1/length(colval))))
  9. ├─dplyr::mutate(...)
 10. ├─dplyr::mutate(., colval = cumsum(prop))
 11. ├─dplyr::group_by(., col_name)
 12. └─dplyr:::group_by.data.frame(., col_name)
 13.   └─dplyr::group_by_prepare(.data, ..., .add = .add, error_call = current_env())
 14.     └─rlang::abort(bullets, call = error_call)
Execution halted

ERROR r-devel-macos-arm64

examples

Running examples in ‘inspectdf-Ex.R’ failed
The error most likely occurred in:

> ### Name: show_plot
> ### Title: Simple graphical inspection of dataframe summaries
> ### Aliases: show_plot
> 
> ### ** Examples
> 
> # Load 'starwars' data
> data("starwars", package = "dplyr")
> 
> # Horizontal bar plot for categorical column composition
> x <- inspect_cat(starwars) 
> show_plot(x)
Error in `group_by()`:
! Must group by variables found in `.data`.
✖ Column `col_name` is not found.
Backtrace:
     ▆
  1. ├─inspectdf::show_plot(x)
  2. │ └─inspectdf:::plot_cat(x, ...)
  3. │   └─inspectdf:::collapse_levels(lvl_df, i)
  4. │     └─... %>% mutate(level_key = paste0(value, "-", col_name))
  5. ├─dplyr::mutate(., level_key = paste0(value, "-", col_name))
  6. ├─dplyr::arrange(., col_name)
  7. ├─dplyr::ungroup(.)
  8. ├─dplyr::mutate(., colvalstretch = colvalstretch * (1 - 0.8 * (1/length(colval))))
  9. ├─dplyr::mutate(...)
 10. ├─dplyr::mutate(., colval = cumsum(prop))
 11. ├─dplyr::group_by(., col_name)
 12. └─dplyr:::group_by.data.frame(., col_name)
 13.   └─dplyr::group_by_prepare(.data, ..., .add = .add, error_call = current_env())
 14.     └─rlang::abort(bullets, call = error_call)
Execution halted

ERROR r-devel-windows-x86_64

examples

Running examples in 'inspectdf-Ex.R' failed
The error most likely occurred in:

> ### Name: show_plot
> ### Title: Simple graphical inspection of dataframe summaries
> ### Aliases: show_plot
> 
> ### ** Examples
> 
> # Load 'starwars' data
> data("starwars", package = "dplyr")
> 
> # Horizontal bar plot for categorical column composition
> x <- inspect_cat(starwars) 
> show_plot(x)
Error in `group_by()`:
! Must group by variables found in `.data`.
✖ Column `col_name` is not found.
Backtrace:
     ▆
  1. ├─inspectdf::show_plot(x)
  2. │ └─inspectdf:::plot_cat(x, ...)
  3. │   └─inspectdf:::collapse_levels(lvl_df, i)
  4. │     └─... %>% mutate(level_key = paste0(value, "-", col_name))
  5. ├─dplyr::mutate(., level_key = paste0(value, "-", col_name))
  6. ├─dplyr::arrange(., col_name)
  7. ├─dplyr::ungroup(.)
  8. ├─dplyr::mutate(., colvalstretch = colvalstretch * (1 - 0.8 * (1/length(colval))))
  9. ├─dplyr::mutate(...)
 10. ├─dplyr::mutate(., colval = cumsum(prop))
 11. ├─dplyr::group_by(., col_name)
 12. └─dplyr:::group_by.data.frame(., col_name)
 13.   └─dplyr::group_by_prepare(.data, ..., .add = .add, error_call = current_env())
 14.     └─rlang::abort(bullets, call = error_call)
Execution halted

ERROR r-oldrel-windows-x86_64

examples

Running examples in 'inspectdf-Ex.R' failed
The error most likely occurred in:

> ### Name: show_plot
> ### Title: Simple graphical inspection of dataframe summaries
> ### Aliases: show_plot
> 
> ### ** Examples
> 
> # Load 'starwars' data
> data("starwars", package = "dplyr")
> 
> # Horizontal bar plot for categorical column composition
> x <- inspect_cat(starwars) 
> show_plot(x)
Error in `group_by()`:
! Must group by variables found in `.data`.
✖ Column `col_name` is not found.
Backtrace:
     ▆
  1. ├─inspectdf::show_plot(x)
  2. │ └─inspectdf:::plot_cat(x, ...)
  3. │   └─inspectdf:::collapse_levels(lvl_df, i)
  4. │     └─... %>% mutate(level_key = paste0(value, "-", col_name))
  5. ├─dplyr::mutate(., level_key = paste0(value, "-", col_name))
  6. ├─dplyr::arrange(., col_name)
  7. ├─dplyr::ungroup(.)
  8. ├─dplyr::mutate(., colvalstretch = colvalstretch * (1 - 0.8 * (1/length(colval))))
  9. ├─dplyr::mutate(...)
 10. ├─dplyr::mutate(., colval = cumsum(prop))
 11. ├─dplyr::group_by(., col_name)
 12. └─dplyr:::group_by.data.frame(., col_name)
 13.   └─dplyr::group_by_prepare(.data, ..., .add = .add, error_call = current_env())
 14.     └─rlang::abort(bullets, call = error_call)
Execution halted

ERROR r-patched-linux-x86_64

examples

Running examples in ‘inspectdf-Ex.R’ failed
The error most likely occurred in:

> base::assign(".ptime", proc.time(), pos = "CheckExEnv")
> ### Name: show_plot
> ### Title: Simple graphical inspection of dataframe summaries
> ### Aliases: show_plot
> 
> ### ** Examples
> 
> # Load 'starwars' data
> data("starwars", package = "dplyr")
> 
> # Horizontal bar plot for categorical column composition
> x <- inspect_cat(starwars) 
> show_plot(x)
Error in `group_by()`:
! Must group by variables found in `.data`.
✖ Column `col_name` is not found.
Backtrace:
     ▆
  1. ├─inspectdf::show_plot(x)
  2. │ └─inspectdf:::plot_cat(x, ...)
  3. │   └─inspectdf:::collapse_levels(lvl_df, i)
  4. │     └─... %>% mutate(level_key = paste0(value, "-", col_name))
  5. ├─dplyr::mutate(., level_key = paste0(value, "-", col_name))
  6. ├─dplyr::arrange(., col_name)
  7. ├─dplyr::ungroup(.)
  8. ├─dplyr::mutate(., colvalstretch = colvalstretch * (1 - 0.8 * (1/length(colval))))
  9. ├─dplyr::mutate(...)
 10. ├─dplyr::mutate(., colval = cumsum(prop))
 11. ├─dplyr::group_by(., col_name)
 12. └─dplyr:::group_by.data.frame(., col_name)
 13.   └─dplyr::group_by_prepare(.data, ..., .add = .add, error_call = current_env())
 14.     └─rlang::abort(bullets, call = error_call)
Execution halted

ERROR r-release-linux-x86_64

examples

Running examples in ‘inspectdf-Ex.R’ failed
The error most likely occurred in:

> base::assign(".ptime", proc.time(), pos = "CheckExEnv")
> ### Name: show_plot
> ### Title: Simple graphical inspection of dataframe summaries
> ### Aliases: show_plot
> 
> ### ** Examples
> 
> # Load 'starwars' data
> data("starwars", package = "dplyr")
> 
> # Horizontal bar plot for categorical column composition
> x <- inspect_cat(starwars) 
> show_plot(x)
Error in `group_by()`:
! Must group by variables found in `.data`.
✖ Column `col_name` is not found.
Backtrace:
     ▆
  1. ├─inspectdf::show_plot(x)
  2. │ └─inspectdf:::plot_cat(x, ...)
  3. │   └─inspectdf:::collapse_levels(lvl_df, i)
  4. │     └─... %>% mutate(level_key = paste0(value, "-", col_name))
  5. ├─dplyr::mutate(., level_key = paste0(value, "-", col_name))
  6. ├─dplyr::arrange(., col_name)
  7. ├─dplyr::ungroup(.)
  8. ├─dplyr::mutate(., colvalstretch = colvalstretch * (1 - 0.8 * (1/length(colval))))
  9. ├─dplyr::mutate(...)
 10. ├─dplyr::mutate(., colval = cumsum(prop))
 11. ├─dplyr::group_by(., col_name)
 12. └─dplyr:::group_by.data.frame(., col_name)
 13.   └─dplyr::group_by_prepare(.data, ..., .add = .add, error_call = current_env())
 14.     └─rlang::abort(bullets, call = error_call)
Execution halted

ERROR r-release-windows-x86_64

examples

Running examples in 'inspectdf-Ex.R' failed
The error most likely occurred in:

> ### Name: show_plot
> ### Title: Simple graphical inspection of dataframe summaries
> ### Aliases: show_plot
> 
> ### ** Examples
> 
> # Load 'starwars' data
> data("starwars", package = "dplyr")
> 
> # Horizontal bar plot for categorical column composition
> x <- inspect_cat(starwars) 
> show_plot(x)
Error in `group_by()`:
! Must group by variables found in `.data`.
✖ Column `col_name` is not found.
Backtrace:
     ▆
  1. ├─inspectdf::show_plot(x)
  2. │ └─inspectdf:::plot_cat(x, ...)
  3. │   └─inspectdf:::collapse_levels(lvl_df, i)
  4. │     └─... %>% mutate(level_key = paste0(value, "-", col_name))
  5. ├─dplyr::mutate(., level_key = paste0(value, "-", col_name))
  6. ├─dplyr::arrange(., col_name)
  7. ├─dplyr::ungroup(.)
  8. ├─dplyr::mutate(., colvalstretch = colvalstretch * (1 - 0.8 * (1/length(colval))))
  9. ├─dplyr::mutate(...)
 10. ├─dplyr::mutate(., colval = cumsum(prop))
 11. ├─dplyr::group_by(., col_name)
 12. └─dplyr:::group_by.data.frame(., col_name)
 13.   └─dplyr::group_by_prepare(.data, ..., .add = .add, error_call = current_env())
 14.     └─rlang::abort(bullets, call = error_call)
Execution halted

Check History

ERROR 5 OK · 0 NOTE · 0 WARNING · 9 ERROR · 0 FAILURE Mar 10, 2026

ERROR r-devel-linux-x86_64-debian-clang

examples

Running examples in ‘inspectdf-Ex.R’ failed
The error most likely occurred in:

> base::assign(".ptime", proc.time(), pos = "CheckExEnv")
> ### Name: show_plot
> ### Title: Simple graphical inspection of dataframe summaries
> ### Aliases: show_plot
>
...[truncated]...
msum(prop))
 11. ├─dplyr::group_by(., col_name)
 12. └─dplyr:::group_by.data.frame(., col_name)
 13.   └─dplyr::group_by_prepare(.data, ..., .add = .add, error_call = current_env())
 14.     └─rlang::abort(bullets, call = error_call)
Execution halted

ERROR r-devel-linux-x86_64-debian-gcc

examples

Running examples in ‘inspectdf-Ex.R’ failed
The error most likely occurred in:

> base::assign(".ptime", proc.time(), pos = "CheckExEnv")
> ### Name: show_plot
> ### Title: Simple graphical inspection of dataframe summaries
> ### Aliases: show_plot
>
...[truncated]...
msum(prop))
 11. ├─dplyr::group_by(., col_name)
 12. └─dplyr:::group_by.data.frame(., col_name)
 13.   └─dplyr::group_by_prepare(.data, ..., .add = .add, error_call = current_env())
 14.     └─rlang::abort(bullets, call = error_call)
Execution halted

ERROR r-devel-linux-x86_64-fedora-clang

examples

Running examples in ‘inspectdf-Ex.R’ failed
The error most likely occurred in:

> ### Name: show_plot
> ### Title: Simple graphical inspection of dataframe summaries
> ### Aliases: show_plot
> 
> ### ** Examples
> 
> # Load 'starwars' data
> data("st
...[truncated]...
msum(prop))
 11. ├─dplyr::group_by(., col_name)
 12. └─dplyr:::group_by.data.frame(., col_name)
 13.   └─dplyr::group_by_prepare(.data, ..., .add = .add, error_call = current_env())
 14.     └─rlang::abort(bullets, call = error_call)
Execution halted

ERROR r-devel-linux-x86_64-fedora-gcc

examples

Running examples in ‘inspectdf-Ex.R’ failed
The error most likely occurred in:

> ### Name: show_plot
> ### Title: Simple graphical inspection of dataframe summaries
> ### Aliases: show_plot
> 
> ### ** Examples
> 
> # Load 'starwars' data
> data("st
...[truncated]...
msum(prop))
 11. ├─dplyr::group_by(., col_name)
 12. └─dplyr:::group_by.data.frame(., col_name)
 13.   └─dplyr::group_by_prepare(.data, ..., .add = .add, error_call = current_env())
 14.     └─rlang::abort(bullets, call = error_call)
Execution halted

ERROR r-devel-windows-x86_64

examples

Running examples in 'inspectdf-Ex.R' failed
The error most likely occurred in:

> ### Name: show_plot
> ### Title: Simple graphical inspection of dataframe summaries
> ### Aliases: show_plot
> 
> ### ** Examples
> 
> # Load 'starwars' data
> data("st
...[truncated]...
msum(prop))
 11. ├─dplyr::group_by(., col_name)
 12. └─dplyr:::group_by.data.frame(., col_name)
 13.   └─dplyr::group_by_prepare(.data, ..., .add = .add, error_call = current_env())
 14.     └─rlang::abort(bullets, call = error_call)
Execution halted

ERROR r-patched-linux-x86_64

examples

Running examples in ‘inspectdf-Ex.R’ failed
The error most likely occurred in:

> base::assign(".ptime", proc.time(), pos = "CheckExEnv")
> ### Name: show_plot
> ### Title: Simple graphical inspection of dataframe summaries
> ### Aliases: show_plot
>
...[truncated]...
msum(prop))
 11. ├─dplyr::group_by(., col_name)
 12. └─dplyr:::group_by.data.frame(., col_name)
 13.   └─dplyr::group_by_prepare(.data, ..., .add = .add, error_call = current_env())
 14.     └─rlang::abort(bullets, call = error_call)
Execution halted

ERROR r-release-linux-x86_64

examples

Running examples in ‘inspectdf-Ex.R’ failed
The error most likely occurred in:

> base::assign(".ptime", proc.time(), pos = "CheckExEnv")
> ### Name: show_plot
> ### Title: Simple graphical inspection of dataframe summaries
> ### Aliases: show_plot
>
...[truncated]...
msum(prop))
 11. ├─dplyr::group_by(., col_name)
 12. └─dplyr:::group_by.data.frame(., col_name)
 13.   └─dplyr::group_by_prepare(.data, ..., .add = .add, error_call = current_env())
 14.     └─rlang::abort(bullets, call = error_call)
Execution halted

ERROR r-release-windows-x86_64

examples

Running examples in 'inspectdf-Ex.R' failed
The error most likely occurred in:

> ### Name: show_plot
> ### Title: Simple graphical inspection of dataframe summaries
> ### Aliases: show_plot
> 
> ### ** Examples
> 
> # Load 'starwars' data
> data("st
...[truncated]...
msum(prop))
 11. ├─dplyr::group_by(., col_name)
 12. └─dplyr:::group_by.data.frame(., col_name)
 13.   └─dplyr::group_by_prepare(.data, ..., .add = .add, error_call = current_env())
 14.     └─rlang::abort(bullets, call = error_call)
Execution halted

ERROR r-oldrel-windows-x86_64

examples

Running examples in 'inspectdf-Ex.R' failed
The error most likely occurred in:

> ### Name: show_plot
> ### Title: Simple graphical inspection of dataframe summaries
> ### Aliases: show_plot
> 
> ### ** Examples
> 
> # Load 'starwars' data
> data("st
...[truncated]...
msum(prop))
 11. ├─dplyr::group_by(., col_name)
 12. └─dplyr:::group_by.data.frame(., col_name)
 13.   └─dplyr::group_by_prepare(.data, ..., .add = .add, error_call = current_env())
 14.     └─rlang::abort(bullets, call = error_call)
Execution halted

Dependency Network

Version History

new 0.0.12.1 Mar 10, 2026

updated 0.0.12.1 ← 0.0.12 diff Dec 26, 2024

updated 0.0.12 ← 0.0.11 diff Aug 8, 2022

updated 0.0.11 ← 0.0.10 diff Apr 1, 2021

updated 0.0.10 ← 0.0.9 diff Feb 19, 2021

updated 0.0.9 ← 0.0.8 diff Sep 6, 2020

updated 0.0.8 ← 0.0.7 diff Jun 24, 2020

updated 0.0.7 ← 0.0.6 diff Nov 4, 2019

updated 0.0.6 ← 0.0.5 diff Sep 28, 2019

updated 0.0.5 ← 0.0.4 diff Aug 25, 2019

updated 0.0.4 ← 0.0.3 diff Jul 26, 2019

updated 0.0.3 ← 0.0.2 diff Jun 26, 2019

updated 0.0.2 ← 0.0.1 diff May 22, 2019

new 0.0.1 Apr 23, 2019

Maintainer

Alastair Rushworth

Dependencies

Depends

R (>= 3.5.0)

Imports

dplyr ggplot2 ggfittext magrittr progress Rcpp rlang tibble tidyr

Suggests

testthat

Compilation

Needs compilation

First Published

Apr 23, 2019

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