Example data set illustrating the use of the RUBer parameterized reporting package, containing the data to generate all figures.

All data values in this data set are algorithmically generated. With that exception, though, the data set closely resembles the confidential data the package was developed for. It contains the data to generate 68 reports with varying numbers of figures each.

Usage

df_example

Format

A data frame with 164,794 rows and 24 variables:

report_nr: Integer, report number used for filtering and joining
figure_nr: Integer, unique identifier for each figure
report_type_id: Character, one of c("STG", "MED", "M_ED", "FGR", "SZMA"). This ID is used for filtering and conditional logic.
x: Character, x axis values. Will only be used for ordering if x_label is filled.
x_label: Character, x axis values to be displayed
y: Character, y axis value of the figure
y_axis_label: Character, y axis label of the figure
fill: Integer, values used for ordering of the fill
fill_label: Character, values used for the fill labels
facet: Character, values to use for facetting the figure
group: Integer, values to use for the grouping
group_label: Character, values to use as group labels
source_caption: Character, the source of the figure's data, displayed at the bottom-right of each figure. Used as caption argument in the call to ggplot2::labs.
question_txt: Character, the question posed to the survey's respondents and displayed as figure title
figure_type_id: Integer, ID determining the type of figure to plot. Currently one of four: 1 - stacked bar chart; 2 - vertical stacked bar chart scaled to 100%; 3 - horizontal stacked bar chart scaled to 100%, 4 - line chart.
figure_caption: Character, the figure caption displayed above each figure.
heading: Character, the level 1 heading appearing above this figure, only displayed when the corresponding boolean is true.
subheading: Character, the level 2 heading appearing above this figure, only displayed when the corresponding boolean is true.
is_heading: Boolean, determines whether the level 1 heading is printed above the figure.
is_subheading: Boolean, determines whether the level 2 heading is printed above the figure.
report_author: Character, the report author, appearing on the title page, on the header of each page.
report_title: Character, the report title, appearing on the title page and in the header of each page.
file_name: Character, the file name for this report
figure_height: Numeric, height of the figure in inches

Details

Table: Data summary


Name	df_example
Number of rows	164794
Number of columns	24
_______________________
Column type frequency:
character	16
logical	2
numeric	6
________________________
Group variables	None

Variable type: character

skim_variable	n_missing	complete_rate	min	max	empty	n_unique	whitespace
report_type_id	0	1.00	3	4	0	5	0
x	0	1.00	1	20	0	156768	0
x_label	156748	0.05	9	16	0	20	0
y	0	1.00	1	57	0	18591	0
y_axis_label	161644	0.02	30	45	0	2	0
fill_label	952	0.99	1	58	0	108	0
facet	3150	0.98	9	168	0	1415	0
group_label	163842	0.01	24	25	0	2	0
source_caption	0	1.00	46	76	0	8	0
question_txt	9996	0.94	19	213	0	53	0
figure_caption	0	1.00	24	122	0	812	0
heading	0	1.00	20	57	0	5	0
subheading	32647	0.80	15	46	0	9	0
report_author	0	1.00	10	178	0	68	0
report_title	0	1.00	26	27	0	68	0
file_name	0	1.00	29	30	0	68	0

Variable type: logical

skim_variable	n_missing	complete_rate	mean	count
is_heading	0	1	0.05	FAL: 157293, TRU: 7501
is_subheading	0	1	0.08	FAL: 151770, TRU: 13024

Variable type: numeric

skim_variable	n_missing	complete_rate	mean	sd	p0	p25	p50	p75	p100	hist
report_nr	0	1.00	35.78	22.23	1.0	16.00	36.00	59.00	68.00	▇▅▇▃▇
figure_nr	0	1.00	87.63	105.12	1.0	29.00	56.00	93.00	550.00	▇▁▁▁▁
fill	952	0.99	3.02	2.17	0.0	2.00	3.00	4.00	22.00	▇▂▁▁▁
group	7094	0.96	81.98	15.49	8.0	81.00	82.00	88.00	99.00	▁▁▁▁▇
figure_type_id	0	1.00	2.95	0.29	1.0	3.00	3.00	3.00	4.00	▁▁▁▇▁
figure_height	0	1.00	6.59	2.12	1.3	4.92	7.28	8.54	9.45	▁▅▃▆▇