我正在探索expss软件包,以便完全更改R的SPSS。我的标准表格在行中显示计数和百分比,有时还补充了其他统计信息。
是否可以通过统计信息或行更改数字格式?更具体地讲,我想用0位数字显示计数,用2位数字显示百分比,最好以%格式显示,用2位数字表示均值。
我在htmlTables和htmlTable.etable {expss}中进行了搜索,但找不到解决方法。
发送所有帮助
嗨,格雷戈里,
为您的利益而发送。 请参见下面的小示例。
Tx, micha
答案 0 :(得分:1)
表是常用的data.frames,因此我们可以轻松地应用标准R格式化功能。示例:
library(expss)
data(mtcars)
mtcars = apply_labels(mtcars,
mpg = "Miles/(US) gallon",
cyl = "Number of cylinders",
disp = "Displacement (cu.in.)",
hp = "Gross horsepower",
drat = "Rear axle ratio",
wt = "Weight (1000 lbs)",
qsec = "1/4 mile time",
vs = "Engine",
vs = c("V-engine" = 0,
"Straight engine" = 1),
am = "Transmission",
am = c("Automatic" = 0,
"Manual"=1),
gear = "Number of forward gears",
carb = "Number of carburetors"
)
# custom formating function
custom_format = function(tbl, percent_digits = 2, count_digits = 0){
percent_rows = grepl("\\|%$", tbl[[1]], perl = TRUE) # get rows with percent format
count_rows = grepl("\\|N$", tbl[[1]], perl = TRUE) # get rows with count format
# format each stat
rounded_percent = format(tbl[percent_rows,-1], digits = percent_digits, nsmall = percent_digits)
rounded_count = format(tbl[count_rows,-1], digits = count_digits, nsmall = count_digits)
# replcae data in orginal tables with formatted stat
tbl[percent_rows,-1] = rounded_percent
tbl[count_rows,-1] = rounded_count
##### remove NA which arise during formatting
recode(tbl) = perl("^\\s*NA\\s*$") ~ ""
tbl
}
## example
expss_output_viewer()
mtcars %>%
tab_cells(gear) %>%
tab_cols(total(), am) %>%
tab_stat_cases(label = "N", total_row_position = "above") %>%
tab_stat_cpct(label = "%", total_row_position = "none") %>%
tab_pivot(stat_position = "inside_rows") %>%
custom_format()