inst/doc/pixiedust.R

In pixiedust: Tables so Beautifully Fine-Tuned You Will Believe It's Magic

## -----------------------------------------------------------------------------
fit <- lm(mpg ~ qsec + factor(am) + wt + factor(gear), 
          data = mtcars)

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summary(fit)

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broom::tidy(fit)

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library(pixiedust)
dust(fit)

## ---- echo=FALSE--------------------------------------------------------------
dust(fit) %>%
  sprinkle(cols = c("estimate", "std.error", "statistic"),
           round = 3) %>% 
  sprinkle(cols = "p.value", fn = quote(pvalString(value))) %>% 
  sprinkle_colnames("Term", "Coefficient", "SE", "T-statistic", "P-value") %>% 
  sprinkle(bg_pattern = c("orchid", "plum")) %>% 
  sprinkle_print_method("html")

## -----------------------------------------------------------------------------
dust(fit) %>% 
  sprinkle(cols = c("estimate", "std.error", "statistic"), round = 2)

## -----------------------------------------------------------------------------
dust(fit) %>% 
  sprinkle(cols = c("estimate", "std.error", "statistic"),
           round = 3) %>% 
  sprinkle(cols = "p.value", fn = quote(pvalString(value))) 

## -----------------------------------------------------------------------------
dust(fit) %>% 
  sprinkle(cols = c("estimate", "std.error", "statistic"),
           round = 3) %>% 
  sprinkle(cols = "p.value", fn = quote(pvalString(value))) %>% 
  sprinkle_colnames(term = "Term", p.value = "P-value")

## -----------------------------------------------------------------------------
dust(fit) %>% 
  sprinkle(cols = c("estimate", "std.error", "statistic"),
           round = 3) %>% 
  sprinkle(cols = "p.value", fn = quote(pvalString(value))) %>% 
  sprinkle_colnames(term = "Term", p.value = "P-value", 
                    std.error = "SE", statistic = "T-statistic",
                    estimate = "Coefficient")

## -----------------------------------------------------------------------------
dust(fit) %>% 
  sprinkle(cols = c("estimate", "std.error", "statistic"),
           round = 3) %>% 
  sprinkle(cols = "p.value", fn = quote(pvalString(value))) %>% 
  sprinkle_colnames("Term", "Coefficient", "SE", "T-statistic", "P-value")

## ---- error = TRUE------------------------------------------------------------
dust(fit) %>% 
  sprinkle(cols = c("estimate", "std.error", "statistic"),
           round = 3) %>% 
  sprinkle(cols = "p.value", fn = quote(pvalString(value))) %>% 
  sprinkle_colnames("Term", "Coefficient", "SE", "T-statistic", "P-value", "Extra Column Name")

## -----------------------------------------------------------------------------
dust(fit) %>% 
  sprinkle(cols = "term", 
           replace = c("Intercept", "Quarter Mile Time", "Automatic vs. Manual",
                       "Weight", "Gears: 4 vs. 3", "Gears: 5 vs 3")) %>%
  sprinkle(cols = c("estimate", "std.error", "statistic"),
           round = 3) %>% 
  sprinkle(cols = "p.value", fn = quote(pvalString(value))) %>% 
  sprinkle_colnames("Term", "Coefficient", "SE", "T-statistic", "P-value")

## -----------------------------------------------------------------------------
dust(fit) %>% 
  sprinkle(rows = 2:3, cols = 3:4, 
           replace = c(100, 300, 200, 400),
           italic = TRUE) %>%
  sprinkle(cols = c("estimate", "std.error", "statistic"),
           round = 3) %>% 
  sprinkle(cols = "p.value", fn = quote(pvalString(value))) %>% 
  sprinkle_colnames("Term", "Coefficient", "SE", "T-statistic", "P-value")

## -----------------------------------------------------------------------------
basetable <- dust(fit) %>% 
  sprinkle(cols = c("estimate", "std.error", "statistic"),
           round = 3) %>% 
  sprinkle(cols = "p.value", fn = quote(pvalString(value))) %>% 
  sprinkle_colnames(term = "Term", estimate = "Coefficient", 
                    std.error = "SE", statistic = "T-statistic", 
                    p.value = "P-value") %>% 
  sprinkle_print_method("html")

## -----------------------------------------------------------------------------
basetable %>% 
  sprinkle(rows = c(2, 4), border_color = "orchid")

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basetable %>% 
  sprinkle(rows = c(2, 4), cols = 1, 
           border = c("left", "top", "bottom"),
           border_color = "orchid") %>% 
  sprinkle(rows = c(2, 4), cols = 5,
           border = c("right", "top", "bottom"),
           border_color = "orchid") %>%
  sprinkle(rows = c(2, 4), cols = 2:4,
           border = c("top", "bottom"),
           border_color = "orchid")

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basetable %>% 
  sprinkle(rows = c(2, 4), border_color = "orchid",
           pad = 15)

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basetable %>% 
  sprinkle(rows = c(2, 4), bold = TRUE)

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basetable %>% 
  sprinkle(rows = c(2, 4), bold = TRUE, italic=TRUE)

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basetable %>% 
  sprinkle(rows = c(2, 4), bg = "orchid")

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basetable %>% 
  sprinkle(rows = c(2, 4), bg = "rgba(218,112,214,.5)")

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basetable %>% 
  sprinkle(bg_pattern = c("orchid", "plum"))

## -----------------------------------------------------------------------------
basetable %>% 
  sprinkle(rows = c(2, 4), 
           font_color = "orchid",
           font_size = 24,
           font_size_units = "pt")

## -----------------------------------------------------------------------------
basetable %>% 
  sprinkle(rows = 1, cols = 2, halign = "left", valign = "top", height = 50, width = 50) %>% 
  sprinkle(rows = 1, cols = 3, halign = "center", valign = "top", height = 50, width = 50) %>% 
  sprinkle(rows = 1, cols = 4, halign = "right", valign = "top", height = 50, width = 50) %>% 
  sprinkle(rows = 2, cols = 2, halign = "left", valign = "middle", height = 50, width = 50) %>% 
  sprinkle(rows = 2, cols = 3, halign = "center", valign = "middle", height = 50, width = 50) %>% 
  sprinkle(rows = 2, cols = 4, halign = "right", valign = "middle", height = 50, width = 50) %>% 
  sprinkle(rows = 3, cols = 2, halign = "left", valign = "bottom", height = 50, width = 50) %>% 
  sprinkle(rows = 3, cols = 3, halign = "center", valign = "bottom", height = 50, width = 50) %>% 
  sprinkle(rows = 3, cols = 4, halign = "right", valign = "bottom", height = 50, width = 50)

## -----------------------------------------------------------------------------
dust(Formaldehyde) %>%
  sprinkle(cols = c("mpg", "disp", "drat", "qsec"),
           round = 2) %>%
  sprinkle(rows = 1,
           rotate_degree = -90,
           height = 60,
           part = "head") %>%
  sprinkle_print_method("html")