第11讲制表

class: center, middle, inverse, title-slide

.title[
# 量化金融与金融编程
]
.subtitle[
## <br>L11 制表
]
.author[
### <br>曾永艺
]
.institute[
### 厦门大学管理学院
]
.date[
### <br>2022-12-05
]

---

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background-image: url(imgs/tabulation.png)
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background-position: 90% 50%

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- ### .font120[<svg aria-hidden="true" role="img" viewBox="0 0 581 512" style="height:1em;width:1.13em;vertical-align:-0.125em;margin-left:auto;margin-right:auto;font-size:inherit;fill:currentColor;overflow:visible;position:relative;"><path d="M581 226.6C581 119.1 450.9 32 290.5 32S0 119.1 0 226.6C0 322.4 103.3 402 239.4 418.1V480h99.1v-61.5c24.3-2.7 47.6-7.4 69.4-13.9L448 480h112l-67.4-113.7c54.5-35.4 88.4-84.9 88.4-139.7zm-466.8 14.5c0-73.5 98.9-133 220.8-133s211.9 40.7 211.9 133c0 50.1-26.5 85-70.3 106.4-2.4-1.6-4.7-2.9-6.4-3.7-10.2-5.2-27.8-10.5-27.8-10.5s86.6-6.4 86.6-92.7-90.6-87.9-90.6-87.9h-199V361c-74.1-21.5-125.2-67.1-125.2-119.9zm225.1 38.3v-55.6c57.8 0 87.8-6.8 87.8 27.3 0 36.5-38.2 28.3-87.8 28.3zm-.9 72.5H365c10.8 0 18.9 11.7 24 19.2-16.1 1.9-33 2.8-50.6 2.9v-22.1z"/></svg>] .bold[制表难题]

- ### .bold[`gt` 包]

- .bold.font110[_The Grammar of Tabulation_]
  
  - .bold.font110[创建 `gt` 表格对象]
  
  - .bold.font110[增加 / 修改 / 移除 表格组件]
  
  - .bold.font110[操作表格的 行 / 列]
  
  - .bold.font110[数据替换、数据格式化、数据变图]

- ### .bold[`modelsummary` 包]

- .bold.font110[`datasummary()` & `datasummary_*()`]
  
  - .bold.font110[`modelsummary()` & `modelplot()`]

- ### .bold[`kableExtra` 包 and beyond ...]

---
class: middle

.pull-left[

.font500.red[难题]

]

.pull-right.font200[

- 各式各样的表格

- 便捷 vs. 美观

- 可复现 vs. 交互式

- 多种格式 / 媒介输出

- ...

]

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# 1. [`gt`](https://gt.rstudio.com/) <sup>.font60[v0.8.0]</sup>

.font120[(Easily Create Presentation-Ready Display Tables)]

---
layout: true

### .bold[1.1 The .red[G]rammar of .red[T]abulation]

---

.font150[表格组件]

---

.font150[制表流程]
<br>

---
layout: true

### .bold[1.2 .red[创建] gt 表格对象]

---

```r
library(tidyverse)
library(gt)
```

```r
gtcars
```

```
#> # A tibble: 47 × 15
#>   mfr     model    year trim  bdy_s…¹    hp hp_rpm   trq trq_rpm mpg_c mpg_h drive…² trsmn
#>   <chr>   <chr>   <dbl> <chr> <chr>   <dbl>  <dbl> <dbl>   <dbl> <dbl> <dbl> <chr>   <chr>
#> 1 Ford    GT       2017 Base… coupe     647   6250   550    5900    11    18 rwd     7a   
#> 2 Ferrari 458 Sp…  2015 Base… coupe     597   9000   398    6000    13    17 rwd     7a   
#> 3 Ferrari 458 Sp…  2015 Base  conver…   562   9000   398    6000    13    17 rwd     7a   
#> 4 Ferrari 458 It…  2014 Base… coupe     562   9000   398    6000    13    17 rwd     7a   
#> 5 Ferrari 488 GTB  2016 Base… coupe     661   8000   561    3000    15    22 rwd     7a   
#> 6 Ferrari Califo…  2015 Base… conver…   553   7500   557    4750    16    23 rwd     7a   
#> # … with 41 more rows, 2 more variables: ctry_origin <chr>, msrp <dbl>, and abbreviated
#> #   variable names ¹bdy_style, ²drivetrain
```

```r
?gtcars  # 查看gt包内置数据集gtcars的帮助文档，或 help(gtcars)
```

```r
gtcars %>% 
  select(mfr, model, year, hp, trq, trsmn, msrp) %>% 
  slice(2:3, 42:43, 38:39, 46:47) -> gtcars_sm
```

---

.pull-left.code85[

```r
gtcars_sm %>% 
* gt(rowname_col = "model",
*    groupname_col = "mfr") -> tbl_1

# gt(
#   data,
#   rowname_col = "rowname",
#   groupname_col = 
#     dplyr::group_vars(data),
#   process_md = FALSE, 
#   caption = NULL,
#   rownames_to_stub = FALSE,
#   auto_align = TRUE,
#   id = NULL,
#   locale = NULL, 
#   row_group.sep = 
#     getOption("gt.row_group.sep",
#               " - ")
# )

# class(tbl_1)  # 为 "gt_tbl" "list"
# View(tbl_1)   # 查看数据结构
```
]

.pull-right.code90[

```r
tbl_1  # print to display
```

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<table class="gt_table">
  
  <thead class="gt_col_headings">
    <tr>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id=""></th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="year">year</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="hp">hp</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="trq">trq</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="trsmn">trsmn</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="msrp">msrp</th>
    </tr>
  </thead>
  <tbody class="gt_table_body">
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Ferrari">Ferrari</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_1" scope="row" class="gt_row gt_left gt_stub">458 Speciale</th>
<td headers="Ferrari stub_1_1 year" class="gt_row gt_right">2015</td>
<td headers="Ferrari stub_1_1 hp" class="gt_row gt_right">597</td>
<td headers="Ferrari stub_1_1 trq" class="gt_row gt_right">398</td>
<td headers="Ferrari stub_1_1 trsmn" class="gt_row gt_left">7a</td>
<td headers="Ferrari stub_1_1 msrp" class="gt_row gt_right">291744</td></tr>
    <tr><th id="stub_1_2" scope="row" class="gt_row gt_left gt_stub">458 Spider</th>
<td headers="Ferrari stub_1_2 year" class="gt_row gt_right">2015</td>
<td headers="Ferrari stub_1_2 hp" class="gt_row gt_right">562</td>
<td headers="Ferrari stub_1_2 trq" class="gt_row gt_right">398</td>
<td headers="Ferrari stub_1_2 trsmn" class="gt_row gt_left">7a</td>
<td headers="Ferrari stub_1_2 msrp" class="gt_row gt_right">263553</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Porsche">Porsche</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_3" scope="row" class="gt_row gt_left gt_stub">718 Cayman</th>
<td headers="Porsche stub_1_3 year" class="gt_row gt_right">2017</td>
<td headers="Porsche stub_1_3 hp" class="gt_row gt_right">300</td>
<td headers="Porsche stub_1_3 trq" class="gt_row gt_right">280</td>
<td headers="Porsche stub_1_3 trsmn" class="gt_row gt_left">6m</td>
<td headers="Porsche stub_1_3 msrp" class="gt_row gt_right">53900</td></tr>
    <tr><th id="stub_1_4" scope="row" class="gt_row gt_left gt_stub">911</th>
<td headers="Porsche stub_1_4 year" class="gt_row gt_right">2016</td>
<td headers="Porsche stub_1_4 hp" class="gt_row gt_right">350</td>
<td headers="Porsche stub_1_4 trq" class="gt_row gt_right">287</td>
<td headers="Porsche stub_1_4 trsmn" class="gt_row gt_left">7m</td>
<td headers="Porsche stub_1_4 msrp" class="gt_row gt_right">84300</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Mercedes-Benz">Mercedes-Benz</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_5" scope="row" class="gt_row gt_left gt_stub">AMG GT</th>
<td headers="Mercedes-Benz stub_1_5 year" class="gt_row gt_right">2016</td>
<td headers="Mercedes-Benz stub_1_5 hp" class="gt_row gt_right">503</td>
<td headers="Mercedes-Benz stub_1_5 trq" class="gt_row gt_right">479</td>
<td headers="Mercedes-Benz stub_1_5 trsmn" class="gt_row gt_left">7a</td>
<td headers="Mercedes-Benz stub_1_5 msrp" class="gt_row gt_right">129900</td></tr>
    <tr><th id="stub_1_6" scope="row" class="gt_row gt_left gt_stub">SL-Class</th>
<td headers="Mercedes-Benz stub_1_6 year" class="gt_row gt_right">2016</td>
<td headers="Mercedes-Benz stub_1_6 hp" class="gt_row gt_right">329</td>
<td headers="Mercedes-Benz stub_1_6 trq" class="gt_row gt_right">354</td>
<td headers="Mercedes-Benz stub_1_6 trsmn" class="gt_row gt_left">7am</td>
<td headers="Mercedes-Benz stub_1_6 msrp" class="gt_row gt_right">85050</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Rolls-Royce">Rolls-Royce</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_7" scope="row" class="gt_row gt_left gt_stub">Dawn</th>
<td headers="Rolls-Royce stub_1_7 year" class="gt_row gt_right">2016</td>
<td headers="Rolls-Royce stub_1_7 hp" class="gt_row gt_right">563</td>
<td headers="Rolls-Royce stub_1_7 trq" class="gt_row gt_right">575</td>
<td headers="Rolls-Royce stub_1_7 trsmn" class="gt_row gt_left">8a</td>
<td headers="Rolls-Royce stub_1_7 msrp" class="gt_row gt_right">335000</td></tr>
    <tr><th id="stub_1_8" scope="row" class="gt_row gt_left gt_stub">Wraith</th>
<td headers="Rolls-Royce stub_1_8 year" class="gt_row gt_right">2016</td>
<td headers="Rolls-Royce stub_1_8 hp" class="gt_row gt_right">624</td>
<td headers="Rolls-Royce stub_1_8 trq" class="gt_row gt_right">590</td>
<td headers="Rolls-Royce stub_1_8 trsmn" class="gt_row gt_left">8a</td>
<td headers="Rolls-Royce stub_1_8 msrp" class="gt_row gt_right">304350</td></tr>
  </tbody>
  
  
</table>
</div>
]

---
layout: true

### .bold[1.3 .red[增加 / 修改] / 移除 表格组件]

---

.pull-left[

.code85[

```r
tbl_1 %>% 
* tab_header(
*   title =
*     md("**Deluxe** automobiles"),
*   subtitle =
*     md("`gtcars` is an R dataset")
* )

# opt_align_table_header(
#   data,  # a <gt_tbl>
#   align = c("left","center","right"))
```
]

.code85[

```r
# 11个用于设置表格组件格式的便捷选项函数：
*ls("package:gt") %>% str_subset("^opt")
```

```
 [1] "opt_align_table_header" "opt_all_caps"          
 [3] "opt_css"                "opt_footnote_marks"    
 [5] "opt_horizontal_padding" "opt_row_striping"      
 [7] "opt_stylize"            "opt_table_font"        
 [9] "opt_table_lines"        "opt_table_outline"     
[11] "opt_vertical_padding"  
```
]
]

.pull-right[

<div id="ivbvmijhgj" style="padding-left:0px;padding-right:0px;padding-top:10px;padding-bottom:10px;overflow-x:auto;overflow-y:auto;width:auto;height:auto;">
<style>html {
  font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, 'Helvetica Neue', 'Fira Sans', 'Droid Sans', Arial, sans-serif;
}

#ivbvmijhgj .gt_table {
  display: table;
  border-collapse: collapse;
  margin-left: auto;
  margin-right: auto;
  color: #333333;
  font-size: 16px;
  font-weight: normal;
  font-style: normal;
  background-color: #FFFFFF;
  width: auto;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #A8A8A8;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #A8A8A8;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
}

#ivbvmijhgj .gt_heading {
  background-color: #FFFFFF;
  text-align: center;
  border-bottom-color: #FFFFFF;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
}

#ivbvmijhgj .gt_caption {
  padding-top: 4px;
  padding-bottom: 4px;
}

#ivbvmijhgj .gt_title {
  color: #333333;
  font-size: 125%;
  font-weight: initial;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 5px;
  padding-right: 5px;
  border-bottom-color: #FFFFFF;
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  color: #333333;
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  border-top-width: 0;
}

#ivbvmijhgj .gt_bottom_border {
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

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  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
}

#ivbvmijhgj .gt_col_heading {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: normal;
  text-transform: inherit;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
  vertical-align: bottom;
  padding-top: 5px;
  padding-bottom: 6px;
  padding-left: 5px;
  padding-right: 5px;
  overflow-x: hidden;
}

#ivbvmijhgj .gt_column_spanner_outer {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: normal;
  text-transform: inherit;
  padding-top: 0;
  padding-bottom: 0;
  padding-left: 4px;
  padding-right: 4px;
}

#ivbvmijhgj .gt_column_spanner_outer:first-child {
  padding-left: 0;
}

#ivbvmijhgj .gt_column_spanner_outer:last-child {
  padding-right: 0;
}

#ivbvmijhgj .gt_column_spanner {
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  vertical-align: bottom;
  padding-top: 5px;
  padding-bottom: 5px;
  overflow-x: hidden;
  display: inline-block;
  width: 100%;
}

#ivbvmijhgj .gt_group_heading {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
  vertical-align: middle;
  text-align: left;
}

#ivbvmijhgj .gt_empty_group_heading {
  padding: 0.5px;
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  vertical-align: middle;
}

#ivbvmijhgj .gt_from_md > :first-child {
  margin-top: 0;
}

#ivbvmijhgj .gt_from_md > :last-child {
  margin-bottom: 0;
}

#ivbvmijhgj .gt_row {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  margin: 10px;
  border-top-style: solid;
  border-top-width: 1px;
  border-top-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
  vertical-align: middle;
  overflow-x: hidden;
}

#ivbvmijhgj .gt_stub {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-right-style: solid;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  padding-left: 5px;
  padding-right: 5px;
}

#ivbvmijhgj .gt_stub_row_group {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-right-style: solid;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  padding-left: 5px;
  padding-right: 5px;
  vertical-align: top;
}

#ivbvmijhgj .gt_row_group_first td {
  border-top-width: 2px;
}

#ivbvmijhgj .gt_summary_row {
  color: #333333;
  background-color: #FFFFFF;
  text-transform: inherit;
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
}

#ivbvmijhgj .gt_first_summary_row {
  border-top-style: solid;
  border-top-color: #D3D3D3;
}

#ivbvmijhgj .gt_first_summary_row.thick {
  border-top-width: 2px;
}

#ivbvmijhgj .gt_last_summary_row {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

#ivbvmijhgj .gt_grand_summary_row {
  color: #333333;
  background-color: #FFFFFF;
  text-transform: inherit;
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
}

#ivbvmijhgj .gt_first_grand_summary_row {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  border-top-style: double;
  border-top-width: 6px;
  border-top-color: #D3D3D3;
}

#ivbvmijhgj .gt_striped {
  background-color: rgba(128, 128, 128, 0.05);
}

#ivbvmijhgj .gt_table_body {
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

#ivbvmijhgj .gt_footnotes {
  color: #333333;
  background-color: #FFFFFF;
  border-bottom-style: none;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
}

#ivbvmijhgj .gt_footnote {
  margin: 0px;
  font-size: 90%;
  padding-left: 4px;
  padding-right: 4px;
  padding-left: 5px;
  padding-right: 5px;
}

#ivbvmijhgj .gt_sourcenotes {
  color: #333333;
  background-color: #FFFFFF;
  border-bottom-style: none;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
}

#ivbvmijhgj .gt_sourcenote {
  font-size: 90%;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 5px;
  padding-right: 5px;
}

#ivbvmijhgj .gt_left {
  text-align: left;
}

#ivbvmijhgj .gt_center {
  text-align: center;
}

#ivbvmijhgj .gt_right {
  text-align: right;
  font-variant-numeric: tabular-nums;
}

#ivbvmijhgj .gt_font_normal {
  font-weight: normal;
}

#ivbvmijhgj .gt_font_bold {
  font-weight: bold;
}

#ivbvmijhgj .gt_font_italic {
  font-style: italic;
}

#ivbvmijhgj .gt_super {
  font-size: 65%;
}

#ivbvmijhgj .gt_footnote_marks {
  font-style: italic;
  font-weight: normal;
  font-size: 75%;
  vertical-align: 0.4em;
}

#ivbvmijhgj .gt_asterisk {
  font-size: 100%;
  vertical-align: 0;
}

#ivbvmijhgj .gt_indent_1 {
  text-indent: 5px;
}

#ivbvmijhgj .gt_indent_2 {
  text-indent: 10px;
}

#ivbvmijhgj .gt_indent_3 {
  text-indent: 15px;
}

#ivbvmijhgj .gt_indent_4 {
  text-indent: 20px;
}

#ivbvmijhgj .gt_indent_5 {
  text-indent: 25px;
}
</style>
<table class="gt_table">
  <thead class="gt_header">
    <tr>
      <td colspan="6" class="gt_heading gt_title gt_font_normal" style><strong>Deluxe</strong> automobiles</td>
    </tr>
    <tr>
      <td colspan="6" class="gt_heading gt_subtitle gt_font_normal gt_bottom_border" style><code>gtcars</code> is an R dataset</td>
    </tr>
  </thead>
  <thead class="gt_col_headings">
    <tr>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id=""></th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="year">year</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="hp">hp</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="trq">trq</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="trsmn">trsmn</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="msrp">msrp</th>
    </tr>
  </thead>
  <tbody class="gt_table_body">
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Ferrari">Ferrari</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_1" scope="row" class="gt_row gt_left gt_stub">458 Speciale</th>
<td headers="Ferrari stub_1_1 year" class="gt_row gt_right">2015</td>
<td headers="Ferrari stub_1_1 hp" class="gt_row gt_right">597</td>
<td headers="Ferrari stub_1_1 trq" class="gt_row gt_right">398</td>
<td headers="Ferrari stub_1_1 trsmn" class="gt_row gt_left">7a</td>
<td headers="Ferrari stub_1_1 msrp" class="gt_row gt_right">291744</td></tr>
    <tr><th id="stub_1_2" scope="row" class="gt_row gt_left gt_stub">458 Spider</th>
<td headers="Ferrari stub_1_2 year" class="gt_row gt_right">2015</td>
<td headers="Ferrari stub_1_2 hp" class="gt_row gt_right">562</td>
<td headers="Ferrari stub_1_2 trq" class="gt_row gt_right">398</td>
<td headers="Ferrari stub_1_2 trsmn" class="gt_row gt_left">7a</td>
<td headers="Ferrari stub_1_2 msrp" class="gt_row gt_right">263553</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Porsche">Porsche</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_3" scope="row" class="gt_row gt_left gt_stub">718 Cayman</th>
<td headers="Porsche stub_1_3 year" class="gt_row gt_right">2017</td>
<td headers="Porsche stub_1_3 hp" class="gt_row gt_right">300</td>
<td headers="Porsche stub_1_3 trq" class="gt_row gt_right">280</td>
<td headers="Porsche stub_1_3 trsmn" class="gt_row gt_left">6m</td>
<td headers="Porsche stub_1_3 msrp" class="gt_row gt_right">53900</td></tr>
    <tr><th id="stub_1_4" scope="row" class="gt_row gt_left gt_stub">911</th>
<td headers="Porsche stub_1_4 year" class="gt_row gt_right">2016</td>
<td headers="Porsche stub_1_4 hp" class="gt_row gt_right">350</td>
<td headers="Porsche stub_1_4 trq" class="gt_row gt_right">287</td>
<td headers="Porsche stub_1_4 trsmn" class="gt_row gt_left">7m</td>
<td headers="Porsche stub_1_4 msrp" class="gt_row gt_right">84300</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Mercedes-Benz">Mercedes-Benz</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_5" scope="row" class="gt_row gt_left gt_stub">AMG GT</th>
<td headers="Mercedes-Benz stub_1_5 year" class="gt_row gt_right">2016</td>
<td headers="Mercedes-Benz stub_1_5 hp" class="gt_row gt_right">503</td>
<td headers="Mercedes-Benz stub_1_5 trq" class="gt_row gt_right">479</td>
<td headers="Mercedes-Benz stub_1_5 trsmn" class="gt_row gt_left">7a</td>
<td headers="Mercedes-Benz stub_1_5 msrp" class="gt_row gt_right">129900</td></tr>
    <tr><th id="stub_1_6" scope="row" class="gt_row gt_left gt_stub">SL-Class</th>
<td headers="Mercedes-Benz stub_1_6 year" class="gt_row gt_right">2016</td>
<td headers="Mercedes-Benz stub_1_6 hp" class="gt_row gt_right">329</td>
<td headers="Mercedes-Benz stub_1_6 trq" class="gt_row gt_right">354</td>
<td headers="Mercedes-Benz stub_1_6 trsmn" class="gt_row gt_left">7am</td>
<td headers="Mercedes-Benz stub_1_6 msrp" class="gt_row gt_right">85050</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Rolls-Royce">Rolls-Royce</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_7" scope="row" class="gt_row gt_left gt_stub">Dawn</th>
<td headers="Rolls-Royce stub_1_7 year" class="gt_row gt_right">2016</td>
<td headers="Rolls-Royce stub_1_7 hp" class="gt_row gt_right">563</td>
<td headers="Rolls-Royce stub_1_7 trq" class="gt_row gt_right">575</td>
<td headers="Rolls-Royce stub_1_7 trsmn" class="gt_row gt_left">8a</td>
<td headers="Rolls-Royce stub_1_7 msrp" class="gt_row gt_right">335000</td></tr>
    <tr><th id="stub_1_8" scope="row" class="gt_row gt_left gt_stub">Wraith</th>
<td headers="Rolls-Royce stub_1_8 year" class="gt_row gt_right">2016</td>
<td headers="Rolls-Royce stub_1_8 hp" class="gt_row gt_right">624</td>
<td headers="Rolls-Royce stub_1_8 trq" class="gt_row gt_right">590</td>
<td headers="Rolls-Royce stub_1_8 trsmn" class="gt_row gt_left">8a</td>
<td headers="Rolls-Royce stub_1_8 msrp" class="gt_row gt_right">304350</td></tr>
  </tbody>
  
  
</table>
</div>
]

---

.pull-left.code80[

```r
tbl_1 %>% 
  tab_header(
    title = 
      md("**Deluxe** automobiles"),
    subtitle = 
      md("`gtcars` is an R dataset")
  ) %>% 
* tab_spanner(
    label = "performance", 
    columns = c(hp, trq, trsmn)
  )

# tab_spanner(data, label, columns, 
#   spanners = NULL, level = NULL,
#   id = label, gather = TRUE,
#   replace = FALSE)

# # ... via delimited names
*# tab_spanner_delim(
#   data,
*#   delim,
#   columns = everything(),
#   split = c("last", "first")
# )
```
]

.pull-right[

<div id="mzaclhnomz" style="padding-left:0px;padding-right:0px;padding-top:10px;padding-bottom:10px;overflow-x:auto;overflow-y:auto;width:auto;height:auto;">
<style>html {
  font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, 'Helvetica Neue', 'Fira Sans', 'Droid Sans', Arial, sans-serif;
}

#mzaclhnomz .gt_table {
  display: table;
  border-collapse: collapse;
  margin-left: auto;
  margin-right: auto;
  color: #333333;
  font-size: 16px;
  font-weight: normal;
  font-style: normal;
  background-color: #FFFFFF;
  width: auto;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #A8A8A8;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #A8A8A8;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
}

#mzaclhnomz .gt_heading {
  background-color: #FFFFFF;
  text-align: center;
  border-bottom-color: #FFFFFF;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
}

#mzaclhnomz .gt_caption {
  padding-top: 4px;
  padding-bottom: 4px;
}

#mzaclhnomz .gt_title {
  color: #333333;
  font-size: 125%;
  font-weight: initial;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 5px;
  padding-right: 5px;
  border-bottom-color: #FFFFFF;
  border-bottom-width: 0;
}

#mzaclhnomz .gt_subtitle {
  color: #333333;
  font-size: 85%;
  font-weight: initial;
  padding-top: 0;
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}

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}

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}

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  text-align: center;
}

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}

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}

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}

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}

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  font-size: 65%;
}

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  font-weight: normal;
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  vertical-align: 0.4em;
}

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}

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}

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}

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}

#mzaclhnomz .gt_indent_4 {
  text-indent: 20px;
}

#mzaclhnomz .gt_indent_5 {
  text-indent: 25px;
}
</style>
<table class="gt_table">
  <thead class="gt_header">
    <tr>
      <td colspan="6" class="gt_heading gt_title gt_font_normal" style><strong>Deluxe</strong> automobiles</td>
    </tr>
    <tr>
      <td colspan="6" class="gt_heading gt_subtitle gt_font_normal gt_bottom_border" style><code>gtcars</code> is an R dataset</td>
    </tr>
  </thead>
  <thead class="gt_col_headings">
    <tr>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="2" colspan="1" scope="col" id=""></th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="2" colspan="1" scope="col" id="year">year</th>
      <th class="gt_center gt_columns_top_border gt_column_spanner_outer" rowspan="1" colspan="3" scope="colgroup" id="performance">
        <span class="gt_column_spanner">performance</span>
      </th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="2" colspan="1" scope="col" id="msrp">msrp</th>
    </tr>
    <tr>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="hp">hp</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="trq">trq</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="trsmn">trsmn</th>
    </tr>
  </thead>
  <tbody class="gt_table_body">
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Ferrari">Ferrari</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_1" scope="row" class="gt_row gt_left gt_stub">458 Speciale</th>
<td headers="Ferrari stub_1_1 year" class="gt_row gt_right">2015</td>
<td headers="Ferrari stub_1_1 hp" class="gt_row gt_right">597</td>
<td headers="Ferrari stub_1_1 trq" class="gt_row gt_right">398</td>
<td headers="Ferrari stub_1_1 trsmn" class="gt_row gt_left">7a</td>
<td headers="Ferrari stub_1_1 msrp" class="gt_row gt_right">291744</td></tr>
    <tr><th id="stub_1_2" scope="row" class="gt_row gt_left gt_stub">458 Spider</th>
<td headers="Ferrari stub_1_2 year" class="gt_row gt_right">2015</td>
<td headers="Ferrari stub_1_2 hp" class="gt_row gt_right">562</td>
<td headers="Ferrari stub_1_2 trq" class="gt_row gt_right">398</td>
<td headers="Ferrari stub_1_2 trsmn" class="gt_row gt_left">7a</td>
<td headers="Ferrari stub_1_2 msrp" class="gt_row gt_right">263553</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Porsche">Porsche</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_3" scope="row" class="gt_row gt_left gt_stub">718 Cayman</th>
<td headers="Porsche stub_1_3 year" class="gt_row gt_right">2017</td>
<td headers="Porsche stub_1_3 hp" class="gt_row gt_right">300</td>
<td headers="Porsche stub_1_3 trq" class="gt_row gt_right">280</td>
<td headers="Porsche stub_1_3 trsmn" class="gt_row gt_left">6m</td>
<td headers="Porsche stub_1_3 msrp" class="gt_row gt_right">53900</td></tr>
    <tr><th id="stub_1_4" scope="row" class="gt_row gt_left gt_stub">911</th>
<td headers="Porsche stub_1_4 year" class="gt_row gt_right">2016</td>
<td headers="Porsche stub_1_4 hp" class="gt_row gt_right">350</td>
<td headers="Porsche stub_1_4 trq" class="gt_row gt_right">287</td>
<td headers="Porsche stub_1_4 trsmn" class="gt_row gt_left">7m</td>
<td headers="Porsche stub_1_4 msrp" class="gt_row gt_right">84300</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Mercedes-Benz">Mercedes-Benz</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_5" scope="row" class="gt_row gt_left gt_stub">AMG GT</th>
<td headers="Mercedes-Benz stub_1_5 year" class="gt_row gt_right">2016</td>
<td headers="Mercedes-Benz stub_1_5 hp" class="gt_row gt_right">503</td>
<td headers="Mercedes-Benz stub_1_5 trq" class="gt_row gt_right">479</td>
<td headers="Mercedes-Benz stub_1_5 trsmn" class="gt_row gt_left">7a</td>
<td headers="Mercedes-Benz stub_1_5 msrp" class="gt_row gt_right">129900</td></tr>
    <tr><th id="stub_1_6" scope="row" class="gt_row gt_left gt_stub">SL-Class</th>
<td headers="Mercedes-Benz stub_1_6 year" class="gt_row gt_right">2016</td>
<td headers="Mercedes-Benz stub_1_6 hp" class="gt_row gt_right">329</td>
<td headers="Mercedes-Benz stub_1_6 trq" class="gt_row gt_right">354</td>
<td headers="Mercedes-Benz stub_1_6 trsmn" class="gt_row gt_left">7am</td>
<td headers="Mercedes-Benz stub_1_6 msrp" class="gt_row gt_right">85050</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Rolls-Royce">Rolls-Royce</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_7" scope="row" class="gt_row gt_left gt_stub">Dawn</th>
<td headers="Rolls-Royce stub_1_7 year" class="gt_row gt_right">2016</td>
<td headers="Rolls-Royce stub_1_7 hp" class="gt_row gt_right">563</td>
<td headers="Rolls-Royce stub_1_7 trq" class="gt_row gt_right">575</td>
<td headers="Rolls-Royce stub_1_7 trsmn" class="gt_row gt_left">8a</td>
<td headers="Rolls-Royce stub_1_7 msrp" class="gt_row gt_right">335000</td></tr>
    <tr><th id="stub_1_8" scope="row" class="gt_row gt_left gt_stub">Wraith</th>
<td headers="Rolls-Royce stub_1_8 year" class="gt_row gt_right">2016</td>
<td headers="Rolls-Royce stub_1_8 hp" class="gt_row gt_right">624</td>
<td headers="Rolls-Royce stub_1_8 trq" class="gt_row gt_right">590</td>
<td headers="Rolls-Royce stub_1_8 trsmn" class="gt_row gt_left">8a</td>
<td headers="Rolls-Royce stub_1_8 msrp" class="gt_row gt_right">304350</td></tr>
  </tbody>
  
  
</table>
</div>
]

---

.pull-left.code90[

```r
gtcars_sm %>% 
  gt(rowname_col = "model") %>% 
* tab_stubhead(
    label = "MODEL"
  ) %>% 
* tab_row_group(
    label = md("**SuperPowerful**"),
*   rows = hp > 500
  ) %>% 
* tab_options(
    row_group.default_label = 
      "Powerful",
    row_group.font.weight = "bold"
  )

# rows: Can either be a vector of
# of row captions provided in c(), 
# a vector of row indices, or a  
# helper function focused on 
# selections.
```
]

.pull-right[

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  border-right-width: 1px;
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  vertical-align: middle;
  overflow-x: hidden;
}

#bqbuqnlyag .gt_stub {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-right-style: solid;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  padding-left: 5px;
  padding-right: 5px;
}

#bqbuqnlyag .gt_stub_row_group {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-right-style: solid;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  padding-left: 5px;
  padding-right: 5px;
  vertical-align: top;
}

#bqbuqnlyag .gt_row_group_first td {
  border-top-width: 2px;
}

#bqbuqnlyag .gt_summary_row {
  color: #333333;
  background-color: #FFFFFF;
  text-transform: inherit;
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
}

#bqbuqnlyag .gt_first_summary_row {
  border-top-style: solid;
  border-top-color: #D3D3D3;
}

#bqbuqnlyag .gt_first_summary_row.thick {
  border-top-width: 2px;
}

#bqbuqnlyag .gt_last_summary_row {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

#bqbuqnlyag .gt_grand_summary_row {
  color: #333333;
  background-color: #FFFFFF;
  text-transform: inherit;
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
}

#bqbuqnlyag .gt_first_grand_summary_row {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  border-top-style: double;
  border-top-width: 6px;
  border-top-color: #D3D3D3;
}

#bqbuqnlyag .gt_striped {
  background-color: rgba(128, 128, 128, 0.05);
}

#bqbuqnlyag .gt_table_body {
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

#bqbuqnlyag .gt_footnotes {
  color: #333333;
  background-color: #FFFFFF;
  border-bottom-style: none;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
}

#bqbuqnlyag .gt_footnote {
  margin: 0px;
  font-size: 90%;
  padding-left: 4px;
  padding-right: 4px;
  padding-left: 5px;
  padding-right: 5px;
}

#bqbuqnlyag .gt_sourcenotes {
  color: #333333;
  background-color: #FFFFFF;
  border-bottom-style: none;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
}

#bqbuqnlyag .gt_sourcenote {
  font-size: 90%;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 5px;
  padding-right: 5px;
}

#bqbuqnlyag .gt_left {
  text-align: left;
}

#bqbuqnlyag .gt_center {
  text-align: center;
}

#bqbuqnlyag .gt_right {
  text-align: right;
  font-variant-numeric: tabular-nums;
}

#bqbuqnlyag .gt_font_normal {
  font-weight: normal;
}

#bqbuqnlyag .gt_font_bold {
  font-weight: bold;
}

#bqbuqnlyag .gt_font_italic {
  font-style: italic;
}

#bqbuqnlyag .gt_super {
  font-size: 65%;
}

#bqbuqnlyag .gt_footnote_marks {
  font-style: italic;
  font-weight: normal;
  font-size: 75%;
  vertical-align: 0.4em;
}

#bqbuqnlyag .gt_asterisk {
  font-size: 100%;
  vertical-align: 0;
}

#bqbuqnlyag .gt_indent_1 {
  text-indent: 5px;
}

#bqbuqnlyag .gt_indent_2 {
  text-indent: 10px;
}

#bqbuqnlyag .gt_indent_3 {
  text-indent: 15px;
}

#bqbuqnlyag .gt_indent_4 {
  text-indent: 20px;
}

#bqbuqnlyag .gt_indent_5 {
  text-indent: 25px;
}
</style>
<table class="gt_table">
  
  <thead class="gt_col_headings">
    <tr>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="MODEL">MODEL</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="mfr">mfr</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="year">year</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="hp">hp</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="trq">trq</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="trsmn">trsmn</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="msrp">msrp</th>
    </tr>
  </thead>
  <tbody class="gt_table_body">
    <tr class="gt_group_heading_row">
      <th colspan="7" class="gt_group_heading" scope="colgroup" id="<strong>SuperPowerful</strong>"><strong>SuperPowerful</strong></th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_1" scope="row" class="gt_row gt_left gt_stub">458 Speciale</th>
<td headers="**SuperPowerful** stub_1_1 mfr" class="gt_row gt_left">Ferrari</td>
<td headers="**SuperPowerful** stub_1_1 year" class="gt_row gt_right">2015</td>
<td headers="**SuperPowerful** stub_1_1 hp" class="gt_row gt_right">597</td>
<td headers="**SuperPowerful** stub_1_1 trq" class="gt_row gt_right">398</td>
<td headers="**SuperPowerful** stub_1_1 trsmn" class="gt_row gt_left">7a</td>
<td headers="**SuperPowerful** stub_1_1 msrp" class="gt_row gt_right">291744</td></tr>
    <tr><th id="stub_1_2" scope="row" class="gt_row gt_left gt_stub">458 Spider</th>
<td headers="**SuperPowerful** stub_1_2 mfr" class="gt_row gt_left">Ferrari</td>
<td headers="**SuperPowerful** stub_1_2 year" class="gt_row gt_right">2015</td>
<td headers="**SuperPowerful** stub_1_2 hp" class="gt_row gt_right">562</td>
<td headers="**SuperPowerful** stub_1_2 trq" class="gt_row gt_right">398</td>
<td headers="**SuperPowerful** stub_1_2 trsmn" class="gt_row gt_left">7a</td>
<td headers="**SuperPowerful** stub_1_2 msrp" class="gt_row gt_right">263553</td></tr>
    <tr><th id="stub_1_3" scope="row" class="gt_row gt_left gt_stub">AMG GT</th>
<td headers="**SuperPowerful** stub_1_3 mfr" class="gt_row gt_left">Mercedes-Benz</td>
<td headers="**SuperPowerful** stub_1_3 year" class="gt_row gt_right">2016</td>
<td headers="**SuperPowerful** stub_1_3 hp" class="gt_row gt_right">503</td>
<td headers="**SuperPowerful** stub_1_3 trq" class="gt_row gt_right">479</td>
<td headers="**SuperPowerful** stub_1_3 trsmn" class="gt_row gt_left">7a</td>
<td headers="**SuperPowerful** stub_1_3 msrp" class="gt_row gt_right">129900</td></tr>
    <tr><th id="stub_1_4" scope="row" class="gt_row gt_left gt_stub">Dawn</th>
<td headers="**SuperPowerful** stub_1_4 mfr" class="gt_row gt_left">Rolls-Royce</td>
<td headers="**SuperPowerful** stub_1_4 year" class="gt_row gt_right">2016</td>
<td headers="**SuperPowerful** stub_1_4 hp" class="gt_row gt_right">563</td>
<td headers="**SuperPowerful** stub_1_4 trq" class="gt_row gt_right">575</td>
<td headers="**SuperPowerful** stub_1_4 trsmn" class="gt_row gt_left">8a</td>
<td headers="**SuperPowerful** stub_1_4 msrp" class="gt_row gt_right">335000</td></tr>
    <tr><th id="stub_1_5" scope="row" class="gt_row gt_left gt_stub">Wraith</th>
<td headers="**SuperPowerful** stub_1_5 mfr" class="gt_row gt_left">Rolls-Royce</td>
<td headers="**SuperPowerful** stub_1_5 year" class="gt_row gt_right">2016</td>
<td headers="**SuperPowerful** stub_1_5 hp" class="gt_row gt_right">624</td>
<td headers="**SuperPowerful** stub_1_5 trq" class="gt_row gt_right">590</td>
<td headers="**SuperPowerful** stub_1_5 trsmn" class="gt_row gt_left">8a</td>
<td headers="**SuperPowerful** stub_1_5 msrp" class="gt_row gt_right">304350</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="7" class="gt_group_heading" scope="colgroup" id="Powerful">Powerful</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_6" scope="row" class="gt_row gt_left gt_stub">718 Cayman</th>
<td headers="NA stub_1_6 mfr" class="gt_row gt_left">Porsche</td>
<td headers="NA stub_1_6 year" class="gt_row gt_right">2017</td>
<td headers="NA stub_1_6 hp" class="gt_row gt_right">300</td>
<td headers="NA stub_1_6 trq" class="gt_row gt_right">280</td>
<td headers="NA stub_1_6 trsmn" class="gt_row gt_left">6m</td>
<td headers="NA stub_1_6 msrp" class="gt_row gt_right">53900</td></tr>
    <tr><th id="stub_1_7" scope="row" class="gt_row gt_left gt_stub">911</th>
<td headers="NA stub_1_7 mfr" class="gt_row gt_left">Porsche</td>
<td headers="NA stub_1_7 year" class="gt_row gt_right">2016</td>
<td headers="NA stub_1_7 hp" class="gt_row gt_right">350</td>
<td headers="NA stub_1_7 trq" class="gt_row gt_right">287</td>
<td headers="NA stub_1_7 trsmn" class="gt_row gt_left">7m</td>
<td headers="NA stub_1_7 msrp" class="gt_row gt_right">84300</td></tr>
    <tr><th id="stub_1_8" scope="row" class="gt_row gt_left gt_stub">SL-Class</th>
<td headers="NA stub_1_8 mfr" class="gt_row gt_left">Mercedes-Benz</td>
<td headers="NA stub_1_8 year" class="gt_row gt_right">2016</td>
<td headers="NA stub_1_8 hp" class="gt_row gt_right">329</td>
<td headers="NA stub_1_8 trq" class="gt_row gt_right">354</td>
<td headers="NA stub_1_8 trsmn" class="gt_row gt_left">7am</td>
<td headers="NA stub_1_8 msrp" class="gt_row gt_right">85050</td></tr>
  </tbody>
  
  
</table>
</div>
]

---

.pull-left[

.code90[

```r
tbl_1 %>% 
* tab_footnote( # 可用管道连接多个
    footnote = "厂商建议零售价",
*   locations = cells_column_labels(
      columns = msrp
    )
  ) %>% 
* opt_footnote_marks(
    marks = "numbers"
  )
```
]

.code85[

```

# 14个用于定位的辅助函数（cells_group()已弃用）：
```

```
 [1] "cells_body"               "cells_column_labels"     
 [3] "cells_column_spanners"    "cells_footnotes"         
 [5] "cells_grand_summary"      "cells_group"             
 [7] "cells_row_groups"         "cells_source_notes"      
 [9] "cells_stub"               "cells_stub_grand_summary"
[11] "cells_stub_summary"       "cells_stubhead"          
[13] "cells_summary"            "cells_title"             
```
]

]

.pull-right[

<div id="wcwwmkshgr" style="padding-left:0px;padding-right:0px;padding-top:10px;padding-bottom:10px;overflow-x:auto;overflow-y:auto;width:auto;height:auto;">
<style>html {
  font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, 'Helvetica Neue', 'Fira Sans', 'Droid Sans', Arial, sans-serif;
}

#wcwwmkshgr .gt_table {
  display: table;
  border-collapse: collapse;
  margin-left: auto;
  margin-right: auto;
  color: #333333;
  font-size: 16px;
  font-weight: normal;
  font-style: normal;
  background-color: #FFFFFF;
  width: auto;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #A8A8A8;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #A8A8A8;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
}

#wcwwmkshgr .gt_heading {
  background-color: #FFFFFF;
  text-align: center;
  border-bottom-color: #FFFFFF;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
}

#wcwwmkshgr .gt_caption {
  padding-top: 4px;
  padding-bottom: 4px;
}

#wcwwmkshgr .gt_title {
  color: #333333;
  font-size: 125%;
  font-weight: initial;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 5px;
  padding-right: 5px;
  border-bottom-color: #FFFFFF;
  border-bottom-width: 0;
}

#wcwwmkshgr .gt_subtitle {
  color: #333333;
  font-size: 85%;
  font-weight: initial;
  padding-top: 0;
  padding-bottom: 6px;
  padding-left: 5px;
  padding-right: 5px;
  border-top-color: #FFFFFF;
  border-top-width: 0;
}

#wcwwmkshgr .gt_bottom_border {
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

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  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
}

#wcwwmkshgr .gt_col_heading {
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  vertical-align: bottom;
  padding-top: 5px;
  padding-bottom: 6px;
  padding-left: 5px;
  padding-right: 5px;
  overflow-x: hidden;
}

#wcwwmkshgr .gt_column_spanner_outer {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: normal;
  text-transform: inherit;
  padding-top: 0;
  padding-bottom: 0;
  padding-left: 4px;
  padding-right: 4px;
}

#wcwwmkshgr .gt_column_spanner_outer:first-child {
  padding-left: 0;
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#wcwwmkshgr .gt_column_spanner_outer:last-child {
  padding-right: 0;
}

#wcwwmkshgr .gt_column_spanner {
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  vertical-align: bottom;
  padding-top: 5px;
  padding-bottom: 5px;
  overflow-x: hidden;
  display: inline-block;
  width: 100%;
}

#wcwwmkshgr .gt_group_heading {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
  vertical-align: middle;
  text-align: left;
}

#wcwwmkshgr .gt_empty_group_heading {
  padding: 0.5px;
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  vertical-align: middle;
}

#wcwwmkshgr .gt_from_md > :first-child {
  margin-top: 0;
}

#wcwwmkshgr .gt_from_md > :last-child {
  margin-bottom: 0;
}

#wcwwmkshgr .gt_row {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  margin: 10px;
  border-top-style: solid;
  border-top-width: 1px;
  border-top-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
  vertical-align: middle;
  overflow-x: hidden;
}

#wcwwmkshgr .gt_stub {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-right-style: solid;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  padding-left: 5px;
  padding-right: 5px;
}

#wcwwmkshgr .gt_stub_row_group {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-right-style: solid;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  padding-left: 5px;
  padding-right: 5px;
  vertical-align: top;
}

#wcwwmkshgr .gt_row_group_first td {
  border-top-width: 2px;
}

#wcwwmkshgr .gt_summary_row {
  color: #333333;
  background-color: #FFFFFF;
  text-transform: inherit;
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
}

#wcwwmkshgr .gt_first_summary_row {
  border-top-style: solid;
  border-top-color: #D3D3D3;
}

#wcwwmkshgr .gt_first_summary_row.thick {
  border-top-width: 2px;
}

#wcwwmkshgr .gt_last_summary_row {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

#wcwwmkshgr .gt_grand_summary_row {
  color: #333333;
  background-color: #FFFFFF;
  text-transform: inherit;
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
}

#wcwwmkshgr .gt_first_grand_summary_row {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  border-top-style: double;
  border-top-width: 6px;
  border-top-color: #D3D3D3;
}

#wcwwmkshgr .gt_striped {
  background-color: rgba(128, 128, 128, 0.05);
}

#wcwwmkshgr .gt_table_body {
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

#wcwwmkshgr .gt_footnotes {
  color: #333333;
  background-color: #FFFFFF;
  border-bottom-style: none;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
}

#wcwwmkshgr .gt_footnote {
  margin: 0px;
  font-size: 90%;
  padding-left: 4px;
  padding-right: 4px;
  padding-left: 5px;
  padding-right: 5px;
}

#wcwwmkshgr .gt_sourcenotes {
  color: #333333;
  background-color: #FFFFFF;
  border-bottom-style: none;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
}

#wcwwmkshgr .gt_sourcenote {
  font-size: 90%;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 5px;
  padding-right: 5px;
}

#wcwwmkshgr .gt_left {
  text-align: left;
}

#wcwwmkshgr .gt_center {
  text-align: center;
}

#wcwwmkshgr .gt_right {
  text-align: right;
  font-variant-numeric: tabular-nums;
}

#wcwwmkshgr .gt_font_normal {
  font-weight: normal;
}

#wcwwmkshgr .gt_font_bold {
  font-weight: bold;
}

#wcwwmkshgr .gt_font_italic {
  font-style: italic;
}

#wcwwmkshgr .gt_super {
  font-size: 65%;
}

#wcwwmkshgr .gt_footnote_marks {
  font-style: italic;
  font-weight: normal;
  font-size: 75%;
  vertical-align: 0.4em;
}

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  font-size: 100%;
  vertical-align: 0;
}

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  text-indent: 5px;
}

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  text-indent: 10px;
}

#wcwwmkshgr .gt_indent_3 {
  text-indent: 15px;
}

#wcwwmkshgr .gt_indent_4 {
  text-indent: 20px;
}

#wcwwmkshgr .gt_indent_5 {
  text-indent: 25px;
}
</style>
<table class="gt_table">
  
  <thead class="gt_col_headings">
    <tr>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id=""></th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="year">year</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="hp">hp</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="trq">trq</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="trsmn">trsmn</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="msrp<sup class="gt_footnote_marks">1</sup>">msrp<sup class="gt_footnote_marks">1</sup></th>
    </tr>
  </thead>
  <tbody class="gt_table_body">
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Ferrari">Ferrari</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_1" scope="row" class="gt_row gt_left gt_stub">458 Speciale</th>
<td headers="Ferrari stub_1_1 year" class="gt_row gt_right">2015</td>
<td headers="Ferrari stub_1_1 hp" class="gt_row gt_right">597</td>
<td headers="Ferrari stub_1_1 trq" class="gt_row gt_right">398</td>
<td headers="Ferrari stub_1_1 trsmn" class="gt_row gt_left">7a</td>
<td headers="Ferrari stub_1_1 msrp" class="gt_row gt_right">291744</td></tr>
    <tr><th id="stub_1_2" scope="row" class="gt_row gt_left gt_stub">458 Spider</th>
<td headers="Ferrari stub_1_2 year" class="gt_row gt_right">2015</td>
<td headers="Ferrari stub_1_2 hp" class="gt_row gt_right">562</td>
<td headers="Ferrari stub_1_2 trq" class="gt_row gt_right">398</td>
<td headers="Ferrari stub_1_2 trsmn" class="gt_row gt_left">7a</td>
<td headers="Ferrari stub_1_2 msrp" class="gt_row gt_right">263553</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Porsche">Porsche</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_3" scope="row" class="gt_row gt_left gt_stub">718 Cayman</th>
<td headers="Porsche stub_1_3 year" class="gt_row gt_right">2017</td>
<td headers="Porsche stub_1_3 hp" class="gt_row gt_right">300</td>
<td headers="Porsche stub_1_3 trq" class="gt_row gt_right">280</td>
<td headers="Porsche stub_1_3 trsmn" class="gt_row gt_left">6m</td>
<td headers="Porsche stub_1_3 msrp" class="gt_row gt_right">53900</td></tr>
    <tr><th id="stub_1_4" scope="row" class="gt_row gt_left gt_stub">911</th>
<td headers="Porsche stub_1_4 year" class="gt_row gt_right">2016</td>
<td headers="Porsche stub_1_4 hp" class="gt_row gt_right">350</td>
<td headers="Porsche stub_1_4 trq" class="gt_row gt_right">287</td>
<td headers="Porsche stub_1_4 trsmn" class="gt_row gt_left">7m</td>
<td headers="Porsche stub_1_4 msrp" class="gt_row gt_right">84300</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Mercedes-Benz">Mercedes-Benz</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_5" scope="row" class="gt_row gt_left gt_stub">AMG GT</th>
<td headers="Mercedes-Benz stub_1_5 year" class="gt_row gt_right">2016</td>
<td headers="Mercedes-Benz stub_1_5 hp" class="gt_row gt_right">503</td>
<td headers="Mercedes-Benz stub_1_5 trq" class="gt_row gt_right">479</td>
<td headers="Mercedes-Benz stub_1_5 trsmn" class="gt_row gt_left">7a</td>
<td headers="Mercedes-Benz stub_1_5 msrp" class="gt_row gt_right">129900</td></tr>
    <tr><th id="stub_1_6" scope="row" class="gt_row gt_left gt_stub">SL-Class</th>
<td headers="Mercedes-Benz stub_1_6 year" class="gt_row gt_right">2016</td>
<td headers="Mercedes-Benz stub_1_6 hp" class="gt_row gt_right">329</td>
<td headers="Mercedes-Benz stub_1_6 trq" class="gt_row gt_right">354</td>
<td headers="Mercedes-Benz stub_1_6 trsmn" class="gt_row gt_left">7am</td>
<td headers="Mercedes-Benz stub_1_6 msrp" class="gt_row gt_right">85050</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Rolls-Royce">Rolls-Royce</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_7" scope="row" class="gt_row gt_left gt_stub">Dawn</th>
<td headers="Rolls-Royce stub_1_7 year" class="gt_row gt_right">2016</td>
<td headers="Rolls-Royce stub_1_7 hp" class="gt_row gt_right">563</td>
<td headers="Rolls-Royce stub_1_7 trq" class="gt_row gt_right">575</td>
<td headers="Rolls-Royce stub_1_7 trsmn" class="gt_row gt_left">8a</td>
<td headers="Rolls-Royce stub_1_7 msrp" class="gt_row gt_right">335000</td></tr>
    <tr><th id="stub_1_8" scope="row" class="gt_row gt_left gt_stub">Wraith</th>
<td headers="Rolls-Royce stub_1_8 year" class="gt_row gt_right">2016</td>
<td headers="Rolls-Royce stub_1_8 hp" class="gt_row gt_right">624</td>
<td headers="Rolls-Royce stub_1_8 trq" class="gt_row gt_right">590</td>
<td headers="Rolls-Royce stub_1_8 trsmn" class="gt_row gt_left">8a</td>
<td headers="Rolls-Royce stub_1_8 msrp" class="gt_row gt_right">304350</td></tr>
  </tbody>
  
  <tfoot class="gt_footnotes">
    <tr>
      <td class="gt_footnote" colspan="6"><sup class="gt_footnote_marks">1</sup> 厂商建议零售价</td>
    </tr>
  </tfoot>
</table>
</div>
]

---

.pull-left.code80[

```r
tbl_1 %>% 
  tab_header(
    title = "Deluxe automobiles"
  ) %>% 
* tab_style(
*   style = list(
*     cell_borders(weight=px(3)),
*     cell_text(style = "italic")
*   ),
*   locations = cells_body(
      columns = hp,
*     rows = hp > median(hp)
    )
  ) %>% 
* tab_style_body( # new in v0.8.0
*   style = cell_fill(color = "#F9E3D6"),
*   columns = where(is.numeric),
    # rows = everything(),
    # values = NULL, pattern = NULL, 
*   fn = \(x) x >= 200000,
    # targets = c("cell","row","column"),
    # extents = c("body", "stub")
  )
```
]

.pull-right[

<div id="hgcefjyoql" style="padding-left:0px;padding-right:0px;padding-top:10px;padding-bottom:10px;overflow-x:auto;overflow-y:auto;width:auto;height:auto;">
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#hgcefjyoql .gt_table {
  display: table;
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  margin-right: auto;
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  font-style: normal;
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}

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}

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}

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}

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}

#hgcefjyoql .gt_indent_5 {
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}
</style>
<table class="gt_table">
  <thead class="gt_header">
    <tr>
      <td colspan="6" class="gt_heading gt_title gt_font_normal gt_bottom_border" style>Deluxe automobiles</td>
    </tr>
    
  </thead>
  <thead class="gt_col_headings">
    <tr>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id=""></th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="year">year</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="hp">hp</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="trq">trq</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="trsmn">trsmn</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="msrp">msrp</th>
    </tr>
  </thead>
  <tbody class="gt_table_body">
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Ferrari">Ferrari</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_1" scope="row" class="gt_row gt_left gt_stub">458 Speciale</th>
<td headers="Ferrari stub_1_1 year" class="gt_row gt_right">2015</td>
<td headers="Ferrari stub_1_1 hp" class="gt_row gt_right" style="border-left-width: 3px; border-left-style: solid; border-left-color: #000000; border-right-width: 3px; border-right-style: solid; border-right-color: #000000; border-top-width: 3px; border-top-style: solid; border-top-color: #000000; border-bottom-width: 3px; border-bottom-style: solid; border-bottom-color: #000000; font-style: italic;">597</td>
<td headers="Ferrari stub_1_1 trq" class="gt_row gt_right">398</td>
<td headers="Ferrari stub_1_1 trsmn" class="gt_row gt_left">7a</td>
<td headers="Ferrari stub_1_1 msrp" class="gt_row gt_right" style="background-color: #F9E3D6;">291744</td></tr>
    <tr><th id="stub_1_2" scope="row" class="gt_row gt_left gt_stub">458 Spider</th>
<td headers="Ferrari stub_1_2 year" class="gt_row gt_right">2015</td>
<td headers="Ferrari stub_1_2 hp" class="gt_row gt_right" style="border-left-width: 3px; border-left-style: solid; border-left-color: #000000; border-right-width: 3px; border-right-style: solid; border-right-color: #000000; border-top-width: 3px; border-top-style: solid; border-top-color: #000000; border-bottom-width: 3px; border-bottom-style: solid; border-bottom-color: #000000; font-style: italic;">562</td>
<td headers="Ferrari stub_1_2 trq" class="gt_row gt_right">398</td>
<td headers="Ferrari stub_1_2 trsmn" class="gt_row gt_left">7a</td>
<td headers="Ferrari stub_1_2 msrp" class="gt_row gt_right" style="background-color: #F9E3D6;">263553</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Porsche">Porsche</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_3" scope="row" class="gt_row gt_left gt_stub">718 Cayman</th>
<td headers="Porsche stub_1_3 year" class="gt_row gt_right">2017</td>
<td headers="Porsche stub_1_3 hp" class="gt_row gt_right">300</td>
<td headers="Porsche stub_1_3 trq" class="gt_row gt_right">280</td>
<td headers="Porsche stub_1_3 trsmn" class="gt_row gt_left">6m</td>
<td headers="Porsche stub_1_3 msrp" class="gt_row gt_right">53900</td></tr>
    <tr><th id="stub_1_4" scope="row" class="gt_row gt_left gt_stub">911</th>
<td headers="Porsche stub_1_4 year" class="gt_row gt_right">2016</td>
<td headers="Porsche stub_1_4 hp" class="gt_row gt_right">350</td>
<td headers="Porsche stub_1_4 trq" class="gt_row gt_right">287</td>
<td headers="Porsche stub_1_4 trsmn" class="gt_row gt_left">7m</td>
<td headers="Porsche stub_1_4 msrp" class="gt_row gt_right">84300</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Mercedes-Benz">Mercedes-Benz</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_5" scope="row" class="gt_row gt_left gt_stub">AMG GT</th>
<td headers="Mercedes-Benz stub_1_5 year" class="gt_row gt_right">2016</td>
<td headers="Mercedes-Benz stub_1_5 hp" class="gt_row gt_right">503</td>
<td headers="Mercedes-Benz stub_1_5 trq" class="gt_row gt_right">479</td>
<td headers="Mercedes-Benz stub_1_5 trsmn" class="gt_row gt_left">7a</td>
<td headers="Mercedes-Benz stub_1_5 msrp" class="gt_row gt_right">129900</td></tr>
    <tr><th id="stub_1_6" scope="row" class="gt_row gt_left gt_stub">SL-Class</th>
<td headers="Mercedes-Benz stub_1_6 year" class="gt_row gt_right">2016</td>
<td headers="Mercedes-Benz stub_1_6 hp" class="gt_row gt_right">329</td>
<td headers="Mercedes-Benz stub_1_6 trq" class="gt_row gt_right">354</td>
<td headers="Mercedes-Benz stub_1_6 trsmn" class="gt_row gt_left">7am</td>
<td headers="Mercedes-Benz stub_1_6 msrp" class="gt_row gt_right">85050</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Rolls-Royce">Rolls-Royce</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_7" scope="row" class="gt_row gt_left gt_stub">Dawn</th>
<td headers="Rolls-Royce stub_1_7 year" class="gt_row gt_right">2016</td>
<td headers="Rolls-Royce stub_1_7 hp" class="gt_row gt_right" style="border-left-width: 3px; border-left-style: solid; border-left-color: #000000; border-right-width: 3px; border-right-style: solid; border-right-color: #000000; border-top-width: 3px; border-top-style: solid; border-top-color: #000000; border-bottom-width: 3px; border-bottom-style: solid; border-bottom-color: #000000; font-style: italic;">563</td>
<td headers="Rolls-Royce stub_1_7 trq" class="gt_row gt_right">575</td>
<td headers="Rolls-Royce stub_1_7 trsmn" class="gt_row gt_left">8a</td>
<td headers="Rolls-Royce stub_1_7 msrp" class="gt_row gt_right" style="background-color: #F9E3D6;">335000</td></tr>
    <tr><th id="stub_1_8" scope="row" class="gt_row gt_left gt_stub">Wraith</th>
<td headers="Rolls-Royce stub_1_8 year" class="gt_row gt_right">2016</td>
<td headers="Rolls-Royce stub_1_8 hp" class="gt_row gt_right" style="border-left-width: 3px; border-left-style: solid; border-left-color: #000000; border-right-width: 3px; border-right-style: solid; border-right-color: #000000; border-top-width: 3px; border-top-style: solid; border-top-color: #000000; border-bottom-width: 3px; border-bottom-style: solid; border-bottom-color: #000000; font-style: italic;">624</td>
<td headers="Rolls-Royce stub_1_8 trq" class="gt_row gt_right">590</td>
<td headers="Rolls-Royce stub_1_8 trsmn" class="gt_row gt_left">8a</td>
<td headers="Rolls-Royce stub_1_8 msrp" class="gt_row gt_right" style="background-color: #F9E3D6;">304350</td></tr>
  </tbody>
  
  
</table>
</div>
]

---

.pull-left.code85.font90[

```r
tbl_1 %>% 
  tab_header(
    title = 
      md("**Deluxe** automobiles"),
    subtitle = 
      md("`gtcars` is an R dataset")
  ) %>% 
* tab_options( # 166 opts in total!
*   table.background.color =
*     "lightcyan",
*   table.width = pct(100),
*   heading.align = "left",
*   heading.subtitle.font.size =
*     "100%",
*   column_labels.text_transform =
*     "uppercase",
*   row_group.background.color =
*     "lightblue",
*   data_row.padding = px(5)
* )
```
]

.pull-right[

<div id="hgsxculkdd" style="padding-left:0px;padding-right:0px;padding-top:10px;padding-bottom:10px;overflow-x:auto;overflow-y:auto;width:auto;height:auto;">
<style>html {
  font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, 'Helvetica Neue', 'Fira Sans', 'Droid Sans', Arial, sans-serif;
}

#hgsxculkdd .gt_table {
  display: table;
  border-collapse: collapse;
  margin-left: auto;
  margin-right: auto;
  color: #333333;
  font-size: 16px;
  font-weight: normal;
  font-style: normal;
  background-color: #E0FFFF;
  width: 100%;
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  border-top-width: 2px;
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  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
}

#hgsxculkdd .gt_heading {
  background-color: #E0FFFF;
  text-align: left;
  border-bottom-color: #E0FFFF;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
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  border-right-width: 1px;
  border-right-color: #D3D3D3;
}

#hgsxculkdd .gt_caption {
  padding-top: 4px;
  padding-bottom: 4px;
}

#hgsxculkdd .gt_title {
  color: #333333;
  font-size: 125%;
  font-weight: initial;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 5px;
  padding-right: 5px;
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  color: #333333;
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  border-bottom-style: solid;
  border-bottom-width: 2px;
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#hgsxculkdd .gt_col_heading {
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#hgsxculkdd .gt_column_spanner_outer {
  color: #333333;
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#hgsxculkdd .gt_column_spanner_outer:first-child {
  padding-left: 0;
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#hgsxculkdd .gt_column_spanner {
  border-bottom-style: solid;
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  border-bottom-color: #D3D3D3;
  vertical-align: bottom;
  padding-top: 5px;
  padding-bottom: 5px;
  overflow-x: hidden;
  display: inline-block;
  width: 100%;
}

#hgsxculkdd .gt_group_heading {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  color: #333333;
  background-color: #ADD8E6;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
  vertical-align: middle;
  text-align: left;
}

#hgsxculkdd .gt_empty_group_heading {
  padding: 0.5px;
  color: #333333;
  background-color: #ADD8E6;
  font-size: 100%;
  font-weight: initial;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  vertical-align: middle;
}

#hgsxculkdd .gt_from_md > :first-child {
  margin-top: 0;
}

#hgsxculkdd .gt_from_md > :last-child {
  margin-bottom: 0;
}

#hgsxculkdd .gt_row {
  padding-top: 5px;
  padding-bottom: 5px;
  padding-left: 5px;
  padding-right: 5px;
  margin: 10px;
  border-top-style: solid;
  border-top-width: 1px;
  border-top-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
  vertical-align: middle;
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}

#hgsxculkdd .gt_stub {
  color: #333333;
  background-color: #E0FFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-right-style: solid;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  padding-left: 5px;
  padding-right: 5px;
}

#hgsxculkdd .gt_stub_row_group {
  color: #333333;
  background-color: #E0FFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-right-style: solid;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  padding-left: 5px;
  padding-right: 5px;
  vertical-align: top;
}

#hgsxculkdd .gt_row_group_first td {
  border-top-width: 2px;
}

#hgsxculkdd .gt_summary_row {
  color: #333333;
  background-color: #E0FFFF;
  text-transform: inherit;
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
}

#hgsxculkdd .gt_first_summary_row {
  border-top-style: solid;
  border-top-color: #D3D3D3;
}

#hgsxculkdd .gt_first_summary_row.thick {
  border-top-width: 2px;
}

#hgsxculkdd .gt_last_summary_row {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

#hgsxculkdd .gt_grand_summary_row {
  color: #333333;
  background-color: #E0FFFF;
  text-transform: inherit;
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
}

#hgsxculkdd .gt_first_grand_summary_row {
  padding-top: 8px;
  padding-bottom: 8px;
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  padding-right: 5px;
  border-top-style: double;
  border-top-width: 6px;
  border-top-color: #D3D3D3;
}

#hgsxculkdd .gt_striped {
  background-color: rgba(128, 128, 128, 0.05);
}

#hgsxculkdd .gt_table_body {
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

#hgsxculkdd .gt_footnotes {
  color: #333333;
  background-color: #E0FFFF;
  border-bottom-style: none;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
}

#hgsxculkdd .gt_footnote {
  margin: 0px;
  font-size: 90%;
  padding-left: 4px;
  padding-right: 4px;
  padding-left: 5px;
  padding-right: 5px;
}

#hgsxculkdd .gt_sourcenotes {
  color: #333333;
  background-color: #E0FFFF;
  border-bottom-style: none;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
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  border-left-width: 2px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
}

#hgsxculkdd .gt_sourcenote {
  font-size: 90%;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 5px;
  padding-right: 5px;
}

#hgsxculkdd .gt_left {
  text-align: left;
}

#hgsxculkdd .gt_center {
  text-align: center;
}

#hgsxculkdd .gt_right {
  text-align: right;
  font-variant-numeric: tabular-nums;
}

#hgsxculkdd .gt_font_normal {
  font-weight: normal;
}

#hgsxculkdd .gt_font_bold {
  font-weight: bold;
}

#hgsxculkdd .gt_font_italic {
  font-style: italic;
}

#hgsxculkdd .gt_super {
  font-size: 65%;
}

#hgsxculkdd .gt_footnote_marks {
  font-style: italic;
  font-weight: normal;
  font-size: 75%;
  vertical-align: 0.4em;
}

#hgsxculkdd .gt_asterisk {
  font-size: 100%;
  vertical-align: 0;
}

#hgsxculkdd .gt_indent_1 {
  text-indent: 5px;
}

#hgsxculkdd .gt_indent_2 {
  text-indent: 10px;
}

#hgsxculkdd .gt_indent_3 {
  text-indent: 15px;
}

#hgsxculkdd .gt_indent_4 {
  text-indent: 20px;
}

#hgsxculkdd .gt_indent_5 {
  text-indent: 25px;
}
</style>
<table class="gt_table">
  <thead class="gt_header">
    <tr>
      <td colspan="6" class="gt_heading gt_title gt_font_normal" style><strong>Deluxe</strong> automobiles</td>
    </tr>
    <tr>
      <td colspan="6" class="gt_heading gt_subtitle gt_font_normal gt_bottom_border" style><code>gtcars</code> is an R dataset</td>
    </tr>
  </thead>
  <thead class="gt_col_headings">
    <tr>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id=""></th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="year">year</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="hp">hp</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="trq">trq</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="trsmn">trsmn</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="msrp">msrp</th>
    </tr>
  </thead>
  <tbody class="gt_table_body">
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Ferrari">Ferrari</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_1" scope="row" class="gt_row gt_left gt_stub">458 Speciale</th>
<td headers="Ferrari stub_1_1 year" class="gt_row gt_right">2015</td>
<td headers="Ferrari stub_1_1 hp" class="gt_row gt_right">597</td>
<td headers="Ferrari stub_1_1 trq" class="gt_row gt_right">398</td>
<td headers="Ferrari stub_1_1 trsmn" class="gt_row gt_left">7a</td>
<td headers="Ferrari stub_1_1 msrp" class="gt_row gt_right">291744</td></tr>
    <tr><th id="stub_1_2" scope="row" class="gt_row gt_left gt_stub">458 Spider</th>
<td headers="Ferrari stub_1_2 year" class="gt_row gt_right">2015</td>
<td headers="Ferrari stub_1_2 hp" class="gt_row gt_right">562</td>
<td headers="Ferrari stub_1_2 trq" class="gt_row gt_right">398</td>
<td headers="Ferrari stub_1_2 trsmn" class="gt_row gt_left">7a</td>
<td headers="Ferrari stub_1_2 msrp" class="gt_row gt_right">263553</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Porsche">Porsche</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_3" scope="row" class="gt_row gt_left gt_stub">718 Cayman</th>
<td headers="Porsche stub_1_3 year" class="gt_row gt_right">2017</td>
<td headers="Porsche stub_1_3 hp" class="gt_row gt_right">300</td>
<td headers="Porsche stub_1_3 trq" class="gt_row gt_right">280</td>
<td headers="Porsche stub_1_3 trsmn" class="gt_row gt_left">6m</td>
<td headers="Porsche stub_1_3 msrp" class="gt_row gt_right">53900</td></tr>
    <tr><th id="stub_1_4" scope="row" class="gt_row gt_left gt_stub">911</th>
<td headers="Porsche stub_1_4 year" class="gt_row gt_right">2016</td>
<td headers="Porsche stub_1_4 hp" class="gt_row gt_right">350</td>
<td headers="Porsche stub_1_4 trq" class="gt_row gt_right">287</td>
<td headers="Porsche stub_1_4 trsmn" class="gt_row gt_left">7m</td>
<td headers="Porsche stub_1_4 msrp" class="gt_row gt_right">84300</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Mercedes-Benz">Mercedes-Benz</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_5" scope="row" class="gt_row gt_left gt_stub">AMG GT</th>
<td headers="Mercedes-Benz stub_1_5 year" class="gt_row gt_right">2016</td>
<td headers="Mercedes-Benz stub_1_5 hp" class="gt_row gt_right">503</td>
<td headers="Mercedes-Benz stub_1_5 trq" class="gt_row gt_right">479</td>
<td headers="Mercedes-Benz stub_1_5 trsmn" class="gt_row gt_left">7a</td>
<td headers="Mercedes-Benz stub_1_5 msrp" class="gt_row gt_right">129900</td></tr>
    <tr><th id="stub_1_6" scope="row" class="gt_row gt_left gt_stub">SL-Class</th>
<td headers="Mercedes-Benz stub_1_6 year" class="gt_row gt_right">2016</td>
<td headers="Mercedes-Benz stub_1_6 hp" class="gt_row gt_right">329</td>
<td headers="Mercedes-Benz stub_1_6 trq" class="gt_row gt_right">354</td>
<td headers="Mercedes-Benz stub_1_6 trsmn" class="gt_row gt_left">7am</td>
<td headers="Mercedes-Benz stub_1_6 msrp" class="gt_row gt_right">85050</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Rolls-Royce">Rolls-Royce</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_7" scope="row" class="gt_row gt_left gt_stub">Dawn</th>
<td headers="Rolls-Royce stub_1_7 year" class="gt_row gt_right">2016</td>
<td headers="Rolls-Royce stub_1_7 hp" class="gt_row gt_right">563</td>
<td headers="Rolls-Royce stub_1_7 trq" class="gt_row gt_right">575</td>
<td headers="Rolls-Royce stub_1_7 trsmn" class="gt_row gt_left">8a</td>
<td headers="Rolls-Royce stub_1_7 msrp" class="gt_row gt_right">335000</td></tr>
    <tr><th id="stub_1_8" scope="row" class="gt_row gt_left gt_stub">Wraith</th>
<td headers="Rolls-Royce stub_1_8 year" class="gt_row gt_right">2016</td>
<td headers="Rolls-Royce stub_1_8 hp" class="gt_row gt_right">624</td>
<td headers="Rolls-Royce stub_1_8 trq" class="gt_row gt_right">590</td>
<td headers="Rolls-Royce stub_1_8 trsmn" class="gt_row gt_left">8a</td>
<td headers="Rolls-Royce stub_1_8 msrp" class="gt_row gt_right">304350</td></tr>
  </tbody>
  
  
</table>
</div>
]

.code85[

```
4个未提及的 tab_*() 函数：
```

```
[1] "tab_caption"     "tab_info"        "tab_source_note" "tab_stub_indent"
```
]

---
layout: true

### .bold[1.3 增加 / 修改 / .red[移除] 表格组件]

---
.pull-left.code.font90[

```r
# 移除表格组件函数，New in gt v0.8.0
tbl_1 %>% 
  tab_header(
    title = 
      md("**Deluxe** automobiles"),
    subtitle = 
      md("`gtcars` is an R dataset")
  ) %>% 
  tab_footnote( # 可用管道连接多个
    footnote = "厂商建议零售价",
    locations = cells_column_labels(
      columns = msrp
    )
  ) %>% 
  rm_header() %>% 
  rm_footnotes()
```

.code90[

```

# 6个移除表格组件的函数：
```

```
[1] "rm_caption"      "rm_footnotes"   
[3] "rm_header"       "rm_source_notes"
[5] "rm_spanners"     "rm_stubhead"    
```
]
]

.pull-right[

<div id="weyfsethxq" style="padding-left:0px;padding-right:0px;padding-top:10px;padding-bottom:10px;overflow-x:auto;overflow-y:auto;width:auto;height:auto;">
<style>html {
  font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, 'Helvetica Neue', 'Fira Sans', 'Droid Sans', Arial, sans-serif;
}

#weyfsethxq .gt_table {
  display: table;
  border-collapse: collapse;
  margin-left: auto;
  margin-right: auto;
  color: #333333;
  font-size: 16px;
  font-weight: normal;
  font-style: normal;
  background-color: #FFFFFF;
  width: auto;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #A8A8A8;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #A8A8A8;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
}

#weyfsethxq .gt_heading {
  background-color: #FFFFFF;
  text-align: center;
  border-bottom-color: #FFFFFF;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
}

#weyfsethxq .gt_caption {
  padding-top: 4px;
  padding-bottom: 4px;
}

#weyfsethxq .gt_title {
  color: #333333;
  font-size: 125%;
  font-weight: initial;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 5px;
  padding-right: 5px;
  border-bottom-color: #FFFFFF;
  border-bottom-width: 0;
}

#weyfsethxq .gt_subtitle {
  color: #333333;
  font-size: 85%;
  font-weight: initial;
  padding-top: 0;
  padding-bottom: 6px;
  padding-left: 5px;
  padding-right: 5px;
  border-top-color: #FFFFFF;
  border-top-width: 0;
}

#weyfsethxq .gt_bottom_border {
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

#weyfsethxq .gt_col_headings {
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
}

#weyfsethxq .gt_col_heading {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: normal;
  text-transform: inherit;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
  vertical-align: bottom;
  padding-top: 5px;
  padding-bottom: 6px;
  padding-left: 5px;
  padding-right: 5px;
  overflow-x: hidden;
}

#weyfsethxq .gt_column_spanner_outer {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: normal;
  text-transform: inherit;
  padding-top: 0;
  padding-bottom: 0;
  padding-left: 4px;
  padding-right: 4px;
}

#weyfsethxq .gt_column_spanner_outer:first-child {
  padding-left: 0;
}

#weyfsethxq .gt_column_spanner_outer:last-child {
  padding-right: 0;
}

#weyfsethxq .gt_column_spanner {
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  vertical-align: bottom;
  padding-top: 5px;
  padding-bottom: 5px;
  overflow-x: hidden;
  display: inline-block;
  width: 100%;
}

#weyfsethxq .gt_group_heading {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
  vertical-align: middle;
  text-align: left;
}

#weyfsethxq .gt_empty_group_heading {
  padding: 0.5px;
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  vertical-align: middle;
}

#weyfsethxq .gt_from_md > :first-child {
  margin-top: 0;
}

#weyfsethxq .gt_from_md > :last-child {
  margin-bottom: 0;
}

#weyfsethxq .gt_row {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  margin: 10px;
  border-top-style: solid;
  border-top-width: 1px;
  border-top-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
  vertical-align: middle;
  overflow-x: hidden;
}

#weyfsethxq .gt_stub {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-right-style: solid;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  padding-left: 5px;
  padding-right: 5px;
}

#weyfsethxq .gt_stub_row_group {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-right-style: solid;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  padding-left: 5px;
  padding-right: 5px;
  vertical-align: top;
}

#weyfsethxq .gt_row_group_first td {
  border-top-width: 2px;
}

#weyfsethxq .gt_summary_row {
  color: #333333;
  background-color: #FFFFFF;
  text-transform: inherit;
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
}

#weyfsethxq .gt_first_summary_row {
  border-top-style: solid;
  border-top-color: #D3D3D3;
}

#weyfsethxq .gt_first_summary_row.thick {
  border-top-width: 2px;
}

#weyfsethxq .gt_last_summary_row {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

#weyfsethxq .gt_grand_summary_row {
  color: #333333;
  background-color: #FFFFFF;
  text-transform: inherit;
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
}

#weyfsethxq .gt_first_grand_summary_row {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  border-top-style: double;
  border-top-width: 6px;
  border-top-color: #D3D3D3;
}

#weyfsethxq .gt_striped {
  background-color: rgba(128, 128, 128, 0.05);
}

#weyfsethxq .gt_table_body {
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

#weyfsethxq .gt_footnotes {
  color: #333333;
  background-color: #FFFFFF;
  border-bottom-style: none;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
}

#weyfsethxq .gt_footnote {
  margin: 0px;
  font-size: 90%;
  padding-left: 4px;
  padding-right: 4px;
  padding-left: 5px;
  padding-right: 5px;
}

#weyfsethxq .gt_sourcenotes {
  color: #333333;
  background-color: #FFFFFF;
  border-bottom-style: none;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
}

#weyfsethxq .gt_sourcenote {
  font-size: 90%;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 5px;
  padding-right: 5px;
}

#weyfsethxq .gt_left {
  text-align: left;
}

#weyfsethxq .gt_center {
  text-align: center;
}

#weyfsethxq .gt_right {
  text-align: right;
  font-variant-numeric: tabular-nums;
}

#weyfsethxq .gt_font_normal {
  font-weight: normal;
}

#weyfsethxq .gt_font_bold {
  font-weight: bold;
}

#weyfsethxq .gt_font_italic {
  font-style: italic;
}

#weyfsethxq .gt_super {
  font-size: 65%;
}

#weyfsethxq .gt_footnote_marks {
  font-style: italic;
  font-weight: normal;
  font-size: 75%;
  vertical-align: 0.4em;
}

#weyfsethxq .gt_asterisk {
  font-size: 100%;
  vertical-align: 0;
}

#weyfsethxq .gt_indent_1 {
  text-indent: 5px;
}

#weyfsethxq .gt_indent_2 {
  text-indent: 10px;
}

#weyfsethxq .gt_indent_3 {
  text-indent: 15px;
}

#weyfsethxq .gt_indent_4 {
  text-indent: 20px;
}

#weyfsethxq .gt_indent_5 {
  text-indent: 25px;
}
</style>
<table class="gt_table">
  
  <thead class="gt_col_headings">
    <tr>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id=""></th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="year">year</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="hp">hp</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="trq">trq</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="trsmn">trsmn</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="msrp">msrp</th>
    </tr>
  </thead>
  <tbody class="gt_table_body">
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Ferrari">Ferrari</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_1" scope="row" class="gt_row gt_left gt_stub">458 Speciale</th>
<td headers="Ferrari stub_1_1 year" class="gt_row gt_right">2015</td>
<td headers="Ferrari stub_1_1 hp" class="gt_row gt_right">597</td>
<td headers="Ferrari stub_1_1 trq" class="gt_row gt_right">398</td>
<td headers="Ferrari stub_1_1 trsmn" class="gt_row gt_left">7a</td>
<td headers="Ferrari stub_1_1 msrp" class="gt_row gt_right">291744</td></tr>
    <tr><th id="stub_1_2" scope="row" class="gt_row gt_left gt_stub">458 Spider</th>
<td headers="Ferrari stub_1_2 year" class="gt_row gt_right">2015</td>
<td headers="Ferrari stub_1_2 hp" class="gt_row gt_right">562</td>
<td headers="Ferrari stub_1_2 trq" class="gt_row gt_right">398</td>
<td headers="Ferrari stub_1_2 trsmn" class="gt_row gt_left">7a</td>
<td headers="Ferrari stub_1_2 msrp" class="gt_row gt_right">263553</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Porsche">Porsche</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_3" scope="row" class="gt_row gt_left gt_stub">718 Cayman</th>
<td headers="Porsche stub_1_3 year" class="gt_row gt_right">2017</td>
<td headers="Porsche stub_1_3 hp" class="gt_row gt_right">300</td>
<td headers="Porsche stub_1_3 trq" class="gt_row gt_right">280</td>
<td headers="Porsche stub_1_3 trsmn" class="gt_row gt_left">6m</td>
<td headers="Porsche stub_1_3 msrp" class="gt_row gt_right">53900</td></tr>
    <tr><th id="stub_1_4" scope="row" class="gt_row gt_left gt_stub">911</th>
<td headers="Porsche stub_1_4 year" class="gt_row gt_right">2016</td>
<td headers="Porsche stub_1_4 hp" class="gt_row gt_right">350</td>
<td headers="Porsche stub_1_4 trq" class="gt_row gt_right">287</td>
<td headers="Porsche stub_1_4 trsmn" class="gt_row gt_left">7m</td>
<td headers="Porsche stub_1_4 msrp" class="gt_row gt_right">84300</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Mercedes-Benz">Mercedes-Benz</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_5" scope="row" class="gt_row gt_left gt_stub">AMG GT</th>
<td headers="Mercedes-Benz stub_1_5 year" class="gt_row gt_right">2016</td>
<td headers="Mercedes-Benz stub_1_5 hp" class="gt_row gt_right">503</td>
<td headers="Mercedes-Benz stub_1_5 trq" class="gt_row gt_right">479</td>
<td headers="Mercedes-Benz stub_1_5 trsmn" class="gt_row gt_left">7a</td>
<td headers="Mercedes-Benz stub_1_5 msrp" class="gt_row gt_right">129900</td></tr>
    <tr><th id="stub_1_6" scope="row" class="gt_row gt_left gt_stub">SL-Class</th>
<td headers="Mercedes-Benz stub_1_6 year" class="gt_row gt_right">2016</td>
<td headers="Mercedes-Benz stub_1_6 hp" class="gt_row gt_right">329</td>
<td headers="Mercedes-Benz stub_1_6 trq" class="gt_row gt_right">354</td>
<td headers="Mercedes-Benz stub_1_6 trsmn" class="gt_row gt_left">7am</td>
<td headers="Mercedes-Benz stub_1_6 msrp" class="gt_row gt_right">85050</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Rolls-Royce">Rolls-Royce</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_7" scope="row" class="gt_row gt_left gt_stub">Dawn</th>
<td headers="Rolls-Royce stub_1_7 year" class="gt_row gt_right">2016</td>
<td headers="Rolls-Royce stub_1_7 hp" class="gt_row gt_right">563</td>
<td headers="Rolls-Royce stub_1_7 trq" class="gt_row gt_right">575</td>
<td headers="Rolls-Royce stub_1_7 trsmn" class="gt_row gt_left">8a</td>
<td headers="Rolls-Royce stub_1_7 msrp" class="gt_row gt_right">335000</td></tr>
    <tr><th id="stub_1_8" scope="row" class="gt_row gt_left gt_stub">Wraith</th>
<td headers="Rolls-Royce stub_1_8 year" class="gt_row gt_right">2016</td>
<td headers="Rolls-Royce stub_1_8 hp" class="gt_row gt_right">624</td>
<td headers="Rolls-Royce stub_1_8 trq" class="gt_row gt_right">590</td>
<td headers="Rolls-Royce stub_1_8 trsmn" class="gt_row gt_left">8a</td>
<td headers="Rolls-Royce stub_1_8 msrp" class="gt_row gt_right">304350</td></tr>
  </tbody>
  
  
</table>
</div>
]

---
layout: true

### .bold[1.4 操作表格的.red[列] / 行]

---

.pull-left.code85[

```r
tbl_1 %>% 
  tab_header(
    title = md("**Deluxe** Autos")
  ) %>%
* cols_merge(
    columns = c(hp, trq, trsmn),
    hide_columns = c(trq, trsmn),
    pattern = "{1}-{2}-{3}"
  ) %>%
* cols_align(
    align = "left", columns = hp
  ) %>% 
* cols_label(hp = md("_hp-trq-trsmn_"))
```

```

# 13个操作表格列的函数：
```

```
 [1] "cols_align"         "cols_align_decimal"
 [3] "cols_hide"          "cols_label"        
 [5] "cols_merge"         "cols_merge_n_pct"  
 [7] "cols_merge_range"   "cols_merge_uncert" 
 [9] "cols_move"          "cols_move_to_end"  
[11] "cols_move_to_start" "cols_unhide"       
[13] "cols_width"        
```
]

.pull-right[

<div id="zthxlqbplf" style="padding-left:0px;padding-right:0px;padding-top:10px;padding-bottom:10px;overflow-x:auto;overflow-y:auto;width:auto;height:auto;">
<style>html {
  font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, 'Helvetica Neue', 'Fira Sans', 'Droid Sans', Arial, sans-serif;
}

#zthxlqbplf .gt_table {
  display: table;
  border-collapse: collapse;
  margin-left: auto;
  margin-right: auto;
  color: #333333;
  font-size: 16px;
  font-weight: normal;
  font-style: normal;
  background-color: #FFFFFF;
  width: auto;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #A8A8A8;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #A8A8A8;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
}

#zthxlqbplf .gt_heading {
  background-color: #FFFFFF;
  text-align: center;
  border-bottom-color: #FFFFFF;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
}

#zthxlqbplf .gt_caption {
  padding-top: 4px;
  padding-bottom: 4px;
}

#zthxlqbplf .gt_title {
  color: #333333;
  font-size: 125%;
  font-weight: initial;
  padding-top: 4px;
  padding-bottom: 4px;
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</style>
<table class="gt_table">
  <thead class="gt_header">
    <tr>
      <td colspan="4" class="gt_heading gt_title gt_font_normal gt_bottom_border" style><strong>Deluxe</strong> Autos</td>
    </tr>
    
  </thead>
  <thead class="gt_col_headings">
    <tr>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id=""></th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="year">year</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="<em>hp-trq-trsmn</em>"><em>hp-trq-trsmn</em></th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="msrp">msrp</th>
    </tr>
  </thead>
  <tbody class="gt_table_body">
    <tr class="gt_group_heading_row">
      <th colspan="4" class="gt_group_heading" scope="colgroup" id="Ferrari">Ferrari</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_1" scope="row" class="gt_row gt_left gt_stub">458 Speciale</th>
<td headers="Ferrari stub_1_1 year" class="gt_row gt_right">2015</td>
<td headers="Ferrari stub_1_1 hp" class="gt_row gt_left">597-398-7a</td>
<td headers="Ferrari stub_1_1 msrp" class="gt_row gt_right">291744</td></tr>
    <tr><th id="stub_1_2" scope="row" class="gt_row gt_left gt_stub">458 Spider</th>
<td headers="Ferrari stub_1_2 year" class="gt_row gt_right">2015</td>
<td headers="Ferrari stub_1_2 hp" class="gt_row gt_left">562-398-7a</td>
<td headers="Ferrari stub_1_2 msrp" class="gt_row gt_right">263553</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="4" class="gt_group_heading" scope="colgroup" id="Porsche">Porsche</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_3" scope="row" class="gt_row gt_left gt_stub">718 Cayman</th>
<td headers="Porsche stub_1_3 year" class="gt_row gt_right">2017</td>
<td headers="Porsche stub_1_3 hp" class="gt_row gt_left">300-280-6m</td>
<td headers="Porsche stub_1_3 msrp" class="gt_row gt_right">53900</td></tr>
    <tr><th id="stub_1_4" scope="row" class="gt_row gt_left gt_stub">911</th>
<td headers="Porsche stub_1_4 year" class="gt_row gt_right">2016</td>
<td headers="Porsche stub_1_4 hp" class="gt_row gt_left">350-287-7m</td>
<td headers="Porsche stub_1_4 msrp" class="gt_row gt_right">84300</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="4" class="gt_group_heading" scope="colgroup" id="Mercedes-Benz">Mercedes-Benz</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_5" scope="row" class="gt_row gt_left gt_stub">AMG GT</th>
<td headers="Mercedes-Benz stub_1_5 year" class="gt_row gt_right">2016</td>
<td headers="Mercedes-Benz stub_1_5 hp" class="gt_row gt_left">503-479-7a</td>
<td headers="Mercedes-Benz stub_1_5 msrp" class="gt_row gt_right">129900</td></tr>
    <tr><th id="stub_1_6" scope="row" class="gt_row gt_left gt_stub">SL-Class</th>
<td headers="Mercedes-Benz stub_1_6 year" class="gt_row gt_right">2016</td>
<td headers="Mercedes-Benz stub_1_6 hp" class="gt_row gt_left">329-354-7am</td>
<td headers="Mercedes-Benz stub_1_6 msrp" class="gt_row gt_right">85050</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="4" class="gt_group_heading" scope="colgroup" id="Rolls-Royce">Rolls-Royce</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_7" scope="row" class="gt_row gt_left gt_stub">Dawn</th>
<td headers="Rolls-Royce stub_1_7 year" class="gt_row gt_right">2016</td>
<td headers="Rolls-Royce stub_1_7 hp" class="gt_row gt_left">563-575-8a</td>
<td headers="Rolls-Royce stub_1_7 msrp" class="gt_row gt_right">335000</td></tr>
    <tr><th id="stub_1_8" scope="row" class="gt_row gt_left gt_stub">Wraith</th>
<td headers="Rolls-Royce stub_1_8 year" class="gt_row gt_right">2016</td>
<td headers="Rolls-Royce stub_1_8 hp" class="gt_row gt_left">624-590-8a</td>
<td headers="Rolls-Royce stub_1_8 msrp" class="gt_row gt_right">304350</td></tr>
  </tbody>
  
  
</table>
</div>
]

---
layout: true

### .bold[1.4 操作表格的列 / .red[行]]

---

.pull-left.code85[

```r
tbl_1 %>% 
  tab_header(
    title = md("**Deluxe** Autos")
  ) %>% 
* row_group_order(
    groups = c("Ferrari", 
      "Mercedes-Benz")) %>% 
* summary_rows(
    groups = c("Ferrari", "Porsche"),
    columns = c(hp, trq, msrp),
    fns = list('均价' = ~ mean(.))
  ) %>% 
* grand_summary_rows(
    columns = c(hp, trq, msrp),
*   fns = list(
*     '最低价' = ~ min(.),
*     '最高价' = ~ max(.)),
*   formatter = fmt_number,
*   decimals = 0, use_seps = FALSE
  ) %>% 
  tab_options(
    row_group.as_column = TRUE
  )
```
]

.pull-right[

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</style>
<table class="gt_table">
  <thead class="gt_header">
    <tr>
      <td colspan="7" class="gt_heading gt_title gt_font_normal gt_bottom_border" style><strong>Deluxe</strong> Autos</td>
    </tr>
    
  </thead>
  <thead class="gt_col_headings">
    <tr>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="2" scope="colgroup" id=""></th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="year">year</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="hp">hp</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="trq">trq</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="trsmn">trsmn</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="msrp">msrp</th>
    </tr>
  </thead>
  <tbody class="gt_table_body">
    <tr class="gt_row_group_first"><td headers="Ferrari stub_2_1 stub_1" rowspan="3" class="gt_row gt_left gt_stub_row_group">Ferrari</td>
<th id="stub_2_1" scope="row" class="gt_row gt_left gt_stub">458 Speciale</th>
<td headers="Ferrari stub_2_1 year" class="gt_row gt_right">2015</td>
<td headers="Ferrari stub_2_1 hp" class="gt_row gt_right">597</td>
<td headers="Ferrari stub_2_1 trq" class="gt_row gt_right">398</td>
<td headers="Ferrari stub_2_1 trsmn" class="gt_row gt_left">7a</td>
<td headers="Ferrari stub_2_1 msrp" class="gt_row gt_right">291744</td></tr>
    <tr><th id="year_2" scope="row" class="gt_row gt_left gt_stub">458 Spider</th>
<td headers="Ferrari year_2 year" class="gt_row gt_right">2015</td>
<td headers="Ferrari year_2 hp" class="gt_row gt_right">562</td>
<td headers="Ferrari year_2 trq" class="gt_row gt_right">398</td>
<td headers="Ferrari year_2 trsmn" class="gt_row gt_left">7a</td>
<td headers="Ferrari year_2 msrp" class="gt_row gt_right">263553</td></tr>
    <tr><th id="summary_stub_Ferrari_1" scope="row" class="gt_row gt_left gt_stub gt_summary_row gt_first_summary_row thick gt_last_summary_row">均价</th>
<td headers="Ferrari summary_stub_Ferrari_1 year" class="gt_row gt_right gt_summary_row gt_first_summary_row thick gt_last_summary_row">—</td>
<td headers="Ferrari summary_stub_Ferrari_1 hp" class="gt_row gt_right gt_summary_row gt_first_summary_row thick gt_last_summary_row">579.50</td>
<td headers="Ferrari summary_stub_Ferrari_1 trq" class="gt_row gt_right gt_summary_row gt_first_summary_row thick gt_last_summary_row">398.00</td>
<td headers="Ferrari summary_stub_Ferrari_1 trsmn" class="gt_row gt_left gt_summary_row gt_first_summary_row thick gt_last_summary_row">—</td>
<td headers="Ferrari summary_stub_Ferrari_1 msrp" class="gt_row gt_right gt_summary_row gt_first_summary_row thick gt_last_summary_row">277,648.50</td></tr>
    <tr class="gt_row_group_first"><td headers="Mercedes-Benz stub_2_3 stub_1" rowspan="2" class="gt_row gt_left gt_stub_row_group">Mercedes-Benz</td>
<th id="stub_2_3" scope="row" class="gt_row gt_left gt_stub">AMG GT</th>
<td headers="Mercedes-Benz stub_2_3 year" class="gt_row gt_right">2016</td>
<td headers="Mercedes-Benz stub_2_3 hp" class="gt_row gt_right">503</td>
<td headers="Mercedes-Benz stub_2_3 trq" class="gt_row gt_right">479</td>
<td headers="Mercedes-Benz stub_2_3 trsmn" class="gt_row gt_left">7a</td>
<td headers="Mercedes-Benz stub_2_3 msrp" class="gt_row gt_right">129900</td></tr>
    <tr><th id="year_4" scope="row" class="gt_row gt_left gt_stub">SL-Class</th>
<td headers="Mercedes-Benz year_4 year" class="gt_row gt_right">2016</td>
<td headers="Mercedes-Benz year_4 hp" class="gt_row gt_right">329</td>
<td headers="Mercedes-Benz year_4 trq" class="gt_row gt_right">354</td>
<td headers="Mercedes-Benz year_4 trsmn" class="gt_row gt_left">7am</td>
<td headers="Mercedes-Benz year_4 msrp" class="gt_row gt_right">85050</td></tr>
    <tr class="gt_row_group_first"><td headers="Porsche stub_2_5 stub_1" rowspan="3" class="gt_row gt_left gt_stub_row_group">Porsche</td>
<th id="stub_2_5" scope="row" class="gt_row gt_left gt_stub">718 Cayman</th>
<td headers="Porsche stub_2_5 year" class="gt_row gt_right">2017</td>
<td headers="Porsche stub_2_5 hp" class="gt_row gt_right">300</td>
<td headers="Porsche stub_2_5 trq" class="gt_row gt_right">280</td>
<td headers="Porsche stub_2_5 trsmn" class="gt_row gt_left">6m</td>
<td headers="Porsche stub_2_5 msrp" class="gt_row gt_right">53900</td></tr>
    <tr><th id="year_6" scope="row" class="gt_row gt_left gt_stub">911</th>
<td headers="Porsche year_6 year" class="gt_row gt_right">2016</td>
<td headers="Porsche year_6 hp" class="gt_row gt_right">350</td>
<td headers="Porsche year_6 trq" class="gt_row gt_right">287</td>
<td headers="Porsche year_6 trsmn" class="gt_row gt_left">7m</td>
<td headers="Porsche year_6 msrp" class="gt_row gt_right">84300</td></tr>
    <tr><th id="summary_stub_Porsche_1" scope="row" class="gt_row gt_left gt_stub gt_summary_row gt_first_summary_row thick gt_last_summary_row">均价</th>
<td headers="Porsche summary_stub_Porsche_1 year" class="gt_row gt_right gt_summary_row gt_first_summary_row thick gt_last_summary_row">—</td>
<td headers="Porsche summary_stub_Porsche_1 hp" class="gt_row gt_right gt_summary_row gt_first_summary_row thick gt_last_summary_row">325.00</td>
<td headers="Porsche summary_stub_Porsche_1 trq" class="gt_row gt_right gt_summary_row gt_first_summary_row thick gt_last_summary_row">283.50</td>
<td headers="Porsche summary_stub_Porsche_1 trsmn" class="gt_row gt_left gt_summary_row gt_first_summary_row thick gt_last_summary_row">—</td>
<td headers="Porsche summary_stub_Porsche_1 msrp" class="gt_row gt_right gt_summary_row gt_first_summary_row thick gt_last_summary_row">69,100.00</td></tr>
    <tr class="gt_row_group_first"><td headers="Rolls-Royce stub_2_7 stub_1" rowspan="2" class="gt_row gt_left gt_stub_row_group">Rolls-Royce</td>
<th id="stub_2_7" scope="row" class="gt_row gt_left gt_stub">Dawn</th>
<td headers="Rolls-Royce stub_2_7 year" class="gt_row gt_right">2016</td>
<td headers="Rolls-Royce stub_2_7 hp" class="gt_row gt_right">563</td>
<td headers="Rolls-Royce stub_2_7 trq" class="gt_row gt_right">575</td>
<td headers="Rolls-Royce stub_2_7 trsmn" class="gt_row gt_left">8a</td>
<td headers="Rolls-Royce stub_2_7 msrp" class="gt_row gt_right">335000</td></tr>
    <tr><th id="year_8" scope="row" class="gt_row gt_left gt_stub">Wraith</th>
<td headers="Rolls-Royce year_8 year" class="gt_row gt_right">2016</td>
<td headers="Rolls-Royce year_8 hp" class="gt_row gt_right">624</td>
<td headers="Rolls-Royce year_8 trq" class="gt_row gt_right">590</td>
<td headers="Rolls-Royce year_8 trsmn" class="gt_row gt_left">8a</td>
<td headers="Rolls-Royce year_8 msrp" class="gt_row gt_right">304350</td></tr>
    <tr><th id="grand_summary_stub_1" scope="row" colspan="2" class="gt_row gt_left gt_stub gt_grand_summary_row gt_first_grand_summary_row">最低价</th>
<td headers="grand_summary_stub_1 year" class="gt_row gt_right gt_grand_summary_row gt_first_grand_summary_row">—</td>
<td headers="grand_summary_stub_1 hp" class="gt_row gt_right gt_grand_summary_row gt_first_grand_summary_row">300</td>
<td headers="grand_summary_stub_1 trq" class="gt_row gt_right gt_grand_summary_row gt_first_grand_summary_row">280</td>
<td headers="grand_summary_stub_1 trsmn" class="gt_row gt_left gt_grand_summary_row gt_first_grand_summary_row">—</td>
<td headers="grand_summary_stub_1 msrp" class="gt_row gt_right gt_grand_summary_row gt_first_grand_summary_row">53900</td></tr>
    <tr><th id="grand_summary_stub_2" scope="row" colspan="2" class="gt_row gt_left gt_stub gt_grand_summary_row gt_last_summary_row">最高价</th>
<td headers="grand_summary_stub_2 year" class="gt_row gt_right gt_grand_summary_row gt_last_summary_row">—</td>
<td headers="grand_summary_stub_2 hp" class="gt_row gt_right gt_grand_summary_row gt_last_summary_row">624</td>
<td headers="grand_summary_stub_2 trq" class="gt_row gt_right gt_grand_summary_row gt_last_summary_row">590</td>
<td headers="grand_summary_stub_2 trsmn" class="gt_row gt_left gt_grand_summary_row gt_last_summary_row">—</td>
<td headers="grand_summary_stub_2 msrp" class="gt_row gt_right gt_grand_summary_row gt_last_summary_row">335000</td></tr>
  </tbody>
  
  
</table>
</div>
]

---
layout: true

### .bold[1.5 .red[数据替换]、数据格式化、数据变图]

---

.pull-left[

.code90[

```r
# 数据替换函数，New in gt v0.6.0
tbl_1 %>% 
  tab_header(
    title = 
      md("**Deluxe** automobiles")
  ) %>% 
* sub_values( # Add in gt v0.8.0
*   columns = msrp,
    values = NULL,
    pattern = NULL, 
*   fn = function(x) x >= 300000,
*   replacement = "≥300000"
  )
```
]

.code90[

```

# 5个数据替换函数：
```

```
[1] "sub_large_vals" "sub_missing"   
[3] "sub_small_vals" "sub_values"    
[5] "sub_zero"      
```
]
]

.pull-right[

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</style>
<table class="gt_table">
  <thead class="gt_header">
    <tr>
      <td colspan="6" class="gt_heading gt_title gt_font_normal gt_bottom_border" style><strong>Deluxe</strong> automobiles</td>
    </tr>
    
  </thead>
  <thead class="gt_col_headings">
    <tr>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id=""></th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="year">year</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="hp">hp</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="trq">trq</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="trsmn">trsmn</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="msrp">msrp</th>
    </tr>
  </thead>
  <tbody class="gt_table_body">
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Ferrari">Ferrari</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_1" scope="row" class="gt_row gt_left gt_stub">458 Speciale</th>
<td headers="Ferrari stub_1_1 year" class="gt_row gt_right">2015</td>
<td headers="Ferrari stub_1_1 hp" class="gt_row gt_right">597</td>
<td headers="Ferrari stub_1_1 trq" class="gt_row gt_right">398</td>
<td headers="Ferrari stub_1_1 trsmn" class="gt_row gt_left">7a</td>
<td headers="Ferrari stub_1_1 msrp" class="gt_row gt_right">291744</td></tr>
    <tr><th id="stub_1_2" scope="row" class="gt_row gt_left gt_stub">458 Spider</th>
<td headers="Ferrari stub_1_2 year" class="gt_row gt_right">2015</td>
<td headers="Ferrari stub_1_2 hp" class="gt_row gt_right">562</td>
<td headers="Ferrari stub_1_2 trq" class="gt_row gt_right">398</td>
<td headers="Ferrari stub_1_2 trsmn" class="gt_row gt_left">7a</td>
<td headers="Ferrari stub_1_2 msrp" class="gt_row gt_right">263553</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Porsche">Porsche</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_3" scope="row" class="gt_row gt_left gt_stub">718 Cayman</th>
<td headers="Porsche stub_1_3 year" class="gt_row gt_right">2017</td>
<td headers="Porsche stub_1_3 hp" class="gt_row gt_right">300</td>
<td headers="Porsche stub_1_3 trq" class="gt_row gt_right">280</td>
<td headers="Porsche stub_1_3 trsmn" class="gt_row gt_left">6m</td>
<td headers="Porsche stub_1_3 msrp" class="gt_row gt_right">53900</td></tr>
    <tr><th id="stub_1_4" scope="row" class="gt_row gt_left gt_stub">911</th>
<td headers="Porsche stub_1_4 year" class="gt_row gt_right">2016</td>
<td headers="Porsche stub_1_4 hp" class="gt_row gt_right">350</td>
<td headers="Porsche stub_1_4 trq" class="gt_row gt_right">287</td>
<td headers="Porsche stub_1_4 trsmn" class="gt_row gt_left">7m</td>
<td headers="Porsche stub_1_4 msrp" class="gt_row gt_right">84300</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Mercedes-Benz">Mercedes-Benz</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_5" scope="row" class="gt_row gt_left gt_stub">AMG GT</th>
<td headers="Mercedes-Benz stub_1_5 year" class="gt_row gt_right">2016</td>
<td headers="Mercedes-Benz stub_1_5 hp" class="gt_row gt_right">503</td>
<td headers="Mercedes-Benz stub_1_5 trq" class="gt_row gt_right">479</td>
<td headers="Mercedes-Benz stub_1_5 trsmn" class="gt_row gt_left">7a</td>
<td headers="Mercedes-Benz stub_1_5 msrp" class="gt_row gt_right">129900</td></tr>
    <tr><th id="stub_1_6" scope="row" class="gt_row gt_left gt_stub">SL-Class</th>
<td headers="Mercedes-Benz stub_1_6 year" class="gt_row gt_right">2016</td>
<td headers="Mercedes-Benz stub_1_6 hp" class="gt_row gt_right">329</td>
<td headers="Mercedes-Benz stub_1_6 trq" class="gt_row gt_right">354</td>
<td headers="Mercedes-Benz stub_1_6 trsmn" class="gt_row gt_left">7am</td>
<td headers="Mercedes-Benz stub_1_6 msrp" class="gt_row gt_right">85050</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Rolls-Royce">Rolls-Royce</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_7" scope="row" class="gt_row gt_left gt_stub">Dawn</th>
<td headers="Rolls-Royce stub_1_7 year" class="gt_row gt_right">2016</td>
<td headers="Rolls-Royce stub_1_7 hp" class="gt_row gt_right">563</td>
<td headers="Rolls-Royce stub_1_7 trq" class="gt_row gt_right">575</td>
<td headers="Rolls-Royce stub_1_7 trsmn" class="gt_row gt_left">8a</td>
<td headers="Rolls-Royce stub_1_7 msrp" class="gt_row gt_right">≥300000</td></tr>
    <tr><th id="stub_1_8" scope="row" class="gt_row gt_left gt_stub">Wraith</th>
<td headers="Rolls-Royce stub_1_8 year" class="gt_row gt_right">2016</td>
<td headers="Rolls-Royce stub_1_8 hp" class="gt_row gt_right">624</td>
<td headers="Rolls-Royce stub_1_8 trq" class="gt_row gt_right">590</td>
<td headers="Rolls-Royce stub_1_8 trsmn" class="gt_row gt_left">8a</td>
<td headers="Rolls-Royce stub_1_8 msrp" class="gt_row gt_right">≥300000</td></tr>
  </tbody>
  
  
</table>
</div>
]

---
layout: true

### .bold[1.5 数据替换、.red[数据格式化]、数据变图]

---

.pull-left[

.code85[

```r
tbl_1 %>% 
  tab_header(
    title = 
      md("**Deluxe** automobiles")
  ) %>%
* fmt_currency(
*   columns = msrp, decimals = 0,
*   currency = "CNY", scale_by = 6.7
* )
```
]

.code90[

```

# 18个数据格式化函数：
```

```
 [1] "fmt"             "fmt_bytes"      
 [3] "fmt_currency"    "fmt_date"       
 [5] "fmt_datetime"    "fmt_duration"   
 [7] "fmt_engineering" "fmt_fraction"   
 [9] "fmt_integer"     "fmt_markdown"   
[11] "fmt_missing"     "fmt_number"     
[13] "fmt_partsper"    "fmt_passthrough"
[15] "fmt_percent"     "fmt_roman"      
[17] "fmt_scientific"  "fmt_time"       
```
]
]

.pull-right[

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</style>
<table class="gt_table">
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      <td colspan="6" class="gt_heading gt_title gt_font_normal gt_bottom_border" style><strong>Deluxe</strong> automobiles</td>
    </tr>
    
  </thead>
  <thead class="gt_col_headings">
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      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id=""></th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="year">year</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="hp">hp</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="trq">trq</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="trsmn">trsmn</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="msrp">msrp</th>
    </tr>
  </thead>
  <tbody class="gt_table_body">
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Ferrari">Ferrari</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_1" scope="row" class="gt_row gt_left gt_stub">458 Speciale</th>
<td headers="Ferrari stub_1_1 year" class="gt_row gt_right">2015</td>
<td headers="Ferrari stub_1_1 hp" class="gt_row gt_right">597</td>
<td headers="Ferrari stub_1_1 trq" class="gt_row gt_right">398</td>
<td headers="Ferrari stub_1_1 trsmn" class="gt_row gt_left">7a</td>
<td headers="Ferrari stub_1_1 msrp" class="gt_row gt_right">¥1,954,685</td></tr>
    <tr><th id="stub_1_2" scope="row" class="gt_row gt_left gt_stub">458 Spider</th>
<td headers="Ferrari stub_1_2 year" class="gt_row gt_right">2015</td>
<td headers="Ferrari stub_1_2 hp" class="gt_row gt_right">562</td>
<td headers="Ferrari stub_1_2 trq" class="gt_row gt_right">398</td>
<td headers="Ferrari stub_1_2 trsmn" class="gt_row gt_left">7a</td>
<td headers="Ferrari stub_1_2 msrp" class="gt_row gt_right">¥1,765,805</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Porsche">Porsche</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_3" scope="row" class="gt_row gt_left gt_stub">718 Cayman</th>
<td headers="Porsche stub_1_3 year" class="gt_row gt_right">2017</td>
<td headers="Porsche stub_1_3 hp" class="gt_row gt_right">300</td>
<td headers="Porsche stub_1_3 trq" class="gt_row gt_right">280</td>
<td headers="Porsche stub_1_3 trsmn" class="gt_row gt_left">6m</td>
<td headers="Porsche stub_1_3 msrp" class="gt_row gt_right">¥361,130</td></tr>
    <tr><th id="stub_1_4" scope="row" class="gt_row gt_left gt_stub">911</th>
<td headers="Porsche stub_1_4 year" class="gt_row gt_right">2016</td>
<td headers="Porsche stub_1_4 hp" class="gt_row gt_right">350</td>
<td headers="Porsche stub_1_4 trq" class="gt_row gt_right">287</td>
<td headers="Porsche stub_1_4 trsmn" class="gt_row gt_left">7m</td>
<td headers="Porsche stub_1_4 msrp" class="gt_row gt_right">¥564,810</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Mercedes-Benz">Mercedes-Benz</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_5" scope="row" class="gt_row gt_left gt_stub">AMG GT</th>
<td headers="Mercedes-Benz stub_1_5 year" class="gt_row gt_right">2016</td>
<td headers="Mercedes-Benz stub_1_5 hp" class="gt_row gt_right">503</td>
<td headers="Mercedes-Benz stub_1_5 trq" class="gt_row gt_right">479</td>
<td headers="Mercedes-Benz stub_1_5 trsmn" class="gt_row gt_left">7a</td>
<td headers="Mercedes-Benz stub_1_5 msrp" class="gt_row gt_right">¥870,330</td></tr>
    <tr><th id="stub_1_6" scope="row" class="gt_row gt_left gt_stub">SL-Class</th>
<td headers="Mercedes-Benz stub_1_6 year" class="gt_row gt_right">2016</td>
<td headers="Mercedes-Benz stub_1_6 hp" class="gt_row gt_right">329</td>
<td headers="Mercedes-Benz stub_1_6 trq" class="gt_row gt_right">354</td>
<td headers="Mercedes-Benz stub_1_6 trsmn" class="gt_row gt_left">7am</td>
<td headers="Mercedes-Benz stub_1_6 msrp" class="gt_row gt_right">¥569,835</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Rolls-Royce">Rolls-Royce</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_7" scope="row" class="gt_row gt_left gt_stub">Dawn</th>
<td headers="Rolls-Royce stub_1_7 year" class="gt_row gt_right">2016</td>
<td headers="Rolls-Royce stub_1_7 hp" class="gt_row gt_right">563</td>
<td headers="Rolls-Royce stub_1_7 trq" class="gt_row gt_right">575</td>
<td headers="Rolls-Royce stub_1_7 trsmn" class="gt_row gt_left">8a</td>
<td headers="Rolls-Royce stub_1_7 msrp" class="gt_row gt_right">¥2,244,500</td></tr>
    <tr><th id="stub_1_8" scope="row" class="gt_row gt_left gt_stub">Wraith</th>
<td headers="Rolls-Royce stub_1_8 year" class="gt_row gt_right">2016</td>
<td headers="Rolls-Royce stub_1_8 hp" class="gt_row gt_right">624</td>
<td headers="Rolls-Royce stub_1_8 trq" class="gt_row gt_right">590</td>
<td headers="Rolls-Royce stub_1_8 trsmn" class="gt_row gt_left">8a</td>
<td headers="Rolls-Royce stub_1_8 msrp" class="gt_row gt_right">¥2,039,145</td></tr>
  </tbody>
  
  
</table>
</div>
]

---

.pull-left[

.code85[

```r
tbl_1 %>% 
* data_color(
    columns = msrp,
*   colors = scales::col_numeric(
*     palette = paletteer::paletteer_d(
        palette = "ggsci::red_material"
      ) %>% as.character(),
      domain = NULL
    ),
    # alpha,
    # apply_to = c("fill","text"),
    # autocolor_text = TRUE,
    # contrast_algo = c("apca","wcag")
  )
```
]

.code90[

```

# 6个信息备查函数：
```

```
[1] "info_currencies"   "info_date_style"  
[3] "info_google_fonts" "info_locales"     
[5] "info_paletteer"    "info_time_style"  
```
]
]

.pull-right[

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  <thead class="gt_col_headings">
    <tr>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id=""></th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="year">year</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="hp">hp</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="trq">trq</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="trsmn">trsmn</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="msrp">msrp</th>
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  </thead>
  <tbody class="gt_table_body">
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Ferrari">Ferrari</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_1" scope="row" class="gt_row gt_left gt_stub">458 Speciale</th>
<td headers="Ferrari stub_1_1 year" class="gt_row gt_right">2015</td>
<td headers="Ferrari stub_1_1 hp" class="gt_row gt_right">597</td>
<td headers="Ferrari stub_1_1 trq" class="gt_row gt_right">398</td>
<td headers="Ferrari stub_1_1 trsmn" class="gt_row gt_left">7a</td>
<td headers="Ferrari stub_1_1 msrp" class="gt_row gt_right" style="background-color: #CB2B2B; color: #FFFFFF;">291744</td></tr>
    <tr><th id="stub_1_2" scope="row" class="gt_row gt_left gt_stub">458 Spider</th>
<td headers="Ferrari stub_1_2 year" class="gt_row gt_right">2015</td>
<td headers="Ferrari stub_1_2 hp" class="gt_row gt_right">562</td>
<td headers="Ferrari stub_1_2 trq" class="gt_row gt_right">398</td>
<td headers="Ferrari stub_1_2 trsmn" class="gt_row gt_left">7a</td>
<td headers="Ferrari stub_1_2 msrp" class="gt_row gt_right" style="background-color: #D83231; color: #FFFFFF;">263553</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Porsche">Porsche</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_3" scope="row" class="gt_row gt_left gt_stub">718 Cayman</th>
<td headers="Porsche stub_1_3 year" class="gt_row gt_right">2017</td>
<td headers="Porsche stub_1_3 hp" class="gt_row gt_right">300</td>
<td headers="Porsche stub_1_3 trq" class="gt_row gt_right">280</td>
<td headers="Porsche stub_1_3 trsmn" class="gt_row gt_left">6m</td>
<td headers="Porsche stub_1_3 msrp" class="gt_row gt_right" style="background-color: #FFEBEE; color: #000000;">53900</td></tr>
    <tr><th id="stub_1_4" scope="row" class="gt_row gt_left gt_stub">911</th>
<td headers="Porsche stub_1_4 year" class="gt_row gt_right">2016</td>
<td headers="Porsche stub_1_4 hp" class="gt_row gt_right">350</td>
<td headers="Porsche stub_1_4 trq" class="gt_row gt_right">287</td>
<td headers="Porsche stub_1_4 trsmn" class="gt_row gt_left">7m</td>
<td headers="Porsche stub_1_4 msrp" class="gt_row gt_right" style="background-color: #FFCED3; color: #000000;">84300</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Mercedes-Benz">Mercedes-Benz</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_5" scope="row" class="gt_row gt_left gt_stub">AMG GT</th>
<td headers="Mercedes-Benz stub_1_5 year" class="gt_row gt_right">2016</td>
<td headers="Mercedes-Benz stub_1_5 hp" class="gt_row gt_right">503</td>
<td headers="Mercedes-Benz stub_1_5 trq" class="gt_row gt_right">479</td>
<td headers="Mercedes-Benz stub_1_5 trsmn" class="gt_row gt_left">7a</td>
<td headers="Mercedes-Benz stub_1_5 msrp" class="gt_row gt_right" style="background-color: #EB8989; color: #000000;">129900</td></tr>
    <tr><th id="stub_1_6" scope="row" class="gt_row gt_left gt_stub">SL-Class</th>
<td headers="Mercedes-Benz stub_1_6 year" class="gt_row gt_right">2016</td>
<td headers="Mercedes-Benz stub_1_6 hp" class="gt_row gt_right">329</td>
<td headers="Mercedes-Benz stub_1_6 trq" class="gt_row gt_right">354</td>
<td headers="Mercedes-Benz stub_1_6 trsmn" class="gt_row gt_left">7am</td>
<td headers="Mercedes-Benz stub_1_6 msrp" class="gt_row gt_right" style="background-color: #FFCDD2; color: #000000;">85050</td></tr>
    <tr class="gt_group_heading_row">
      <th colspan="6" class="gt_group_heading" scope="colgroup" id="Rolls-Royce">Rolls-Royce</th>
    </tr>
    <tr class="gt_row_group_first"><th id="stub_1_7" scope="row" class="gt_row gt_left gt_stub">Dawn</th>
<td headers="Rolls-Royce stub_1_7 year" class="gt_row gt_right">2016</td>
<td headers="Rolls-Royce stub_1_7 hp" class="gt_row gt_right">563</td>
<td headers="Rolls-Royce stub_1_7 trq" class="gt_row gt_right">575</td>
<td headers="Rolls-Royce stub_1_7 trsmn" class="gt_row gt_left">8a</td>
<td headers="Rolls-Royce stub_1_7 msrp" class="gt_row gt_right" style="background-color: #B71C1C; color: #FFFFFF;">335000</td></tr>
    <tr><th id="stub_1_8" scope="row" class="gt_row gt_left gt_stub">Wraith</th>
<td headers="Rolls-Royce stub_1_8 year" class="gt_row gt_right">2016</td>
<td headers="Rolls-Royce stub_1_8 hp" class="gt_row gt_right">624</td>
<td headers="Rolls-Royce stub_1_8 trq" class="gt_row gt_right">590</td>
<td headers="Rolls-Royce stub_1_8 trsmn" class="gt_row gt_left">8a</td>
<td headers="Rolls-Royce stub_1_8 msrp" class="gt_row gt_right" style="background-color: #C62828; color: #FFFFFF;">304350</td></tr>
  </tbody>
  
  
</table>
</div>
]

---
layout: true

### .bold[1.5 数据替换、数据格式化、.red[数据变图]]

---

.pull-left.code90[

```r
gtcars_sm %>% 
  gt(rowname_col = "mfr") %>% 
  tab_header(
    title = md("**Deluxe** Autos")
  ) %>%
* text_transform( # 大杀器！
    locations = cells_stub(),
*   fn = function(x) {
*     local_image(
*       glue::glue("imgs/{x}.png"),
*       height = 20
*     )
*   }
  ) %>% 
  tab_options(
    table.font.size = "80%"
  )
```
]

.pull-right[

<div id="evwdqqkhqv" style="padding-left:0px;padding-right:0px;padding-top:10px;padding-bottom:10px;overflow-x:auto;overflow-y:auto;width:auto;height:auto;">
<style>html {
  font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, 'Helvetica Neue', 'Fira Sans', 'Droid Sans', Arial, sans-serif;
}

#evwdqqkhqv .gt_table {
  display: table;
  border-collapse: collapse;
  margin-left: auto;
  margin-right: auto;
  color: #333333;
  font-size: 80%;
  font-weight: normal;
  font-style: normal;
  background-color: #FFFFFF;
  width: auto;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #A8A8A8;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #A8A8A8;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
}

#evwdqqkhqv .gt_heading {
  background-color: #FFFFFF;
  text-align: center;
  border-bottom-color: #FFFFFF;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
}

#evwdqqkhqv .gt_caption {
  padding-top: 4px;
  padding-bottom: 4px;
}

#evwdqqkhqv .gt_title {
  color: #333333;
  font-size: 125%;
  font-weight: initial;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 5px;
  padding-right: 5px;
  border-bottom-color: #FFFFFF;
  border-bottom-width: 0;
}

#evwdqqkhqv .gt_subtitle {
  color: #333333;
  font-size: 85%;
  font-weight: initial;
  padding-top: 0;
  padding-bottom: 6px;
  padding-left: 5px;
  padding-right: 5px;
  border-top-color: #FFFFFF;
  border-top-width: 0;
}

#evwdqqkhqv .gt_bottom_border {
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

#evwdqqkhqv .gt_col_headings {
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
}

#evwdqqkhqv .gt_col_heading {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: normal;
  text-transform: inherit;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
  vertical-align: bottom;
  padding-top: 5px;
  padding-bottom: 6px;
  padding-left: 5px;
  padding-right: 5px;
  overflow-x: hidden;
}

#evwdqqkhqv .gt_column_spanner_outer {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: normal;
  text-transform: inherit;
  padding-top: 0;
  padding-bottom: 0;
  padding-left: 4px;
  padding-right: 4px;
}

#evwdqqkhqv .gt_column_spanner_outer:first-child {
  padding-left: 0;
}

#evwdqqkhqv .gt_column_spanner_outer:last-child {
  padding-right: 0;
}

#evwdqqkhqv .gt_column_spanner {
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  vertical-align: bottom;
  padding-top: 5px;
  padding-bottom: 5px;
  overflow-x: hidden;
  display: inline-block;
  width: 100%;
}

#evwdqqkhqv .gt_group_heading {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
  vertical-align: middle;
  text-align: left;
}

#evwdqqkhqv .gt_empty_group_heading {
  padding: 0.5px;
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  vertical-align: middle;
}

#evwdqqkhqv .gt_from_md > :first-child {
  margin-top: 0;
}

#evwdqqkhqv .gt_from_md > :last-child {
  margin-bottom: 0;
}

#evwdqqkhqv .gt_row {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  margin: 10px;
  border-top-style: solid;
  border-top-width: 1px;
  border-top-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
  vertical-align: middle;
  overflow-x: hidden;
}

#evwdqqkhqv .gt_stub {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-right-style: solid;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  padding-left: 5px;
  padding-right: 5px;
}

#evwdqqkhqv .gt_stub_row_group {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-right-style: solid;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  padding-left: 5px;
  padding-right: 5px;
  vertical-align: top;
}

#evwdqqkhqv .gt_row_group_first td {
  border-top-width: 2px;
}

#evwdqqkhqv .gt_summary_row {
  color: #333333;
  background-color: #FFFFFF;
  text-transform: inherit;
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
}

#evwdqqkhqv .gt_first_summary_row {
  border-top-style: solid;
  border-top-color: #D3D3D3;
}

#evwdqqkhqv .gt_first_summary_row.thick {
  border-top-width: 2px;
}

#evwdqqkhqv .gt_last_summary_row {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

#evwdqqkhqv .gt_grand_summary_row {
  color: #333333;
  background-color: #FFFFFF;
  text-transform: inherit;
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
}

#evwdqqkhqv .gt_first_grand_summary_row {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  border-top-style: double;
  border-top-width: 6px;
  border-top-color: #D3D3D3;
}

#evwdqqkhqv .gt_striped {
  background-color: rgba(128, 128, 128, 0.05);
}

#evwdqqkhqv .gt_table_body {
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

#evwdqqkhqv .gt_footnotes {
  color: #333333;
  background-color: #FFFFFF;
  border-bottom-style: none;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
}

#evwdqqkhqv .gt_footnote {
  margin: 0px;
  font-size: 90%;
  padding-left: 4px;
  padding-right: 4px;
  padding-left: 5px;
  padding-right: 5px;
}

#evwdqqkhqv .gt_sourcenotes {
  color: #333333;
  background-color: #FFFFFF;
  border-bottom-style: none;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
}

#evwdqqkhqv .gt_sourcenote {
  font-size: 90%;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 5px;
  padding-right: 5px;
}

#evwdqqkhqv .gt_left {
  text-align: left;
}

#evwdqqkhqv .gt_center {
  text-align: center;
}

#evwdqqkhqv .gt_right {
  text-align: right;
  font-variant-numeric: tabular-nums;
}

#evwdqqkhqv .gt_font_normal {
  font-weight: normal;
}

#evwdqqkhqv .gt_font_bold {
  font-weight: bold;
}

#evwdqqkhqv .gt_font_italic {
  font-style: italic;
}

#evwdqqkhqv .gt_super {
  font-size: 65%;
}

#evwdqqkhqv .gt_footnote_marks {
  font-style: italic;
  font-weight: normal;
  font-size: 75%;
  vertical-align: 0.4em;
}

#evwdqqkhqv .gt_asterisk {
  font-size: 100%;
  vertical-align: 0;
}

#evwdqqkhqv .gt_indent_1 {
  text-indent: 5px;
}

#evwdqqkhqv .gt_indent_2 {
  text-indent: 10px;
}

#evwdqqkhqv .gt_indent_3 {
  text-indent: 15px;
}

#evwdqqkhqv .gt_indent_4 {
  text-indent: 20px;
}

#evwdqqkhqv .gt_indent_5 {
  text-indent: 25px;
}
</style>
<table class="gt_table">
  <thead class="gt_header">
    <tr>
      <td colspan="7" class="gt_heading gt_title gt_font_normal gt_bottom_border" style><strong>Deluxe</strong> Autos</td>
    </tr>
    
  </thead>
  <thead class="gt_col_headings">
    <tr>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id=""></th>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="model">model</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="year">year</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="hp">hp</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="trq">trq</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="trsmn">trsmn</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="msrp">msrp</th>
    </tr>
  </thead>
  <tbody class="gt_table_body">
    <tr><th id="stub_1_1" scope="row" class="gt_row gt_left gt_stub"><img 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" style="height:20px;"></th>
<td headers="stub_1_1 model" class="gt_row gt_left">458 Speciale</td>
<td headers="stub_1_1 year" class="gt_row gt_right">2015</td>
<td headers="stub_1_1 hp" class="gt_row gt_right">597</td>
<td headers="stub_1_1 trq" class="gt_row gt_right">398</td>
<td headers="stub_1_1 trsmn" class="gt_row gt_left">7a</td>
<td headers="stub_1_1 msrp" class="gt_row gt_right">291744</td></tr>
    <tr><th id="stub_1_2" scope="row" class="gt_row gt_left gt_stub"><img 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" style="height:20px;"></th>
<td headers="stub_1_2 model" class="gt_row gt_left">458 Spider</td>
<td headers="stub_1_2 year" class="gt_row gt_right">2015</td>
<td headers="stub_1_2 hp" class="gt_row gt_right">562</td>
<td headers="stub_1_2 trq" class="gt_row gt_right">398</td>
<td headers="stub_1_2 trsmn" class="gt_row gt_left">7a</td>
<td headers="stub_1_2 msrp" class="gt_row gt_right">263553</td></tr>
    <tr><th id="stub_1_3" scope="row" class="gt_row gt_left gt_stub"><img 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" style="height:20px;"></th>
<td headers="stub_1_3 model" class="gt_row gt_left">718 Cayman</td>
<td headers="stub_1_3 year" class="gt_row gt_right">2017</td>
<td headers="stub_1_3 hp" class="gt_row gt_right">300</td>
<td headers="stub_1_3 trq" class="gt_row gt_right">280</td>
<td headers="stub_1_3 trsmn" class="gt_row gt_left">6m</td>
<td headers="stub_1_3 msrp" class="gt_row gt_right">53900</td></tr>
    <tr><th id="stub_1_4" scope="row" class="gt_row gt_left gt_stub"><img 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" style="height:20px;"></th>
<td headers="stub_1_4 model" class="gt_row gt_left">911</td>
<td headers="stub_1_4 year" class="gt_row gt_right">2016</td>
<td headers="stub_1_4 hp" class="gt_row gt_right">350</td>
<td headers="stub_1_4 trq" class="gt_row gt_right">287</td>
<td headers="stub_1_4 trsmn" class="gt_row gt_left">7m</td>
<td headers="stub_1_4 msrp" class="gt_row gt_right">84300</td></tr>
    <tr><th id="stub_1_5" scope="row" class="gt_row gt_left gt_stub"><img src="data:image/png;base64,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" style="height:20px;"></th>
<td headers="stub_1_5 model" class="gt_row gt_left">AMG GT</td>
<td headers="stub_1_5 year" class="gt_row gt_right">2016</td>
<td headers="stub_1_5 hp" class="gt_row gt_right">503</td>
<td headers="stub_1_5 trq" class="gt_row gt_right">479</td>
<td headers="stub_1_5 trsmn" class="gt_row gt_left">7a</td>
<td headers="stub_1_5 msrp" class="gt_row gt_right">129900</td></tr>
    <tr><th id="stub_1_6" scope="row" class="gt_row gt_left gt_stub"><img src="data:image/png;base64,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" style="height:20px;"></th>
<td headers="stub_1_6 model" class="gt_row gt_left">SL-Class</td>
<td headers="stub_1_6 year" class="gt_row gt_right">2016</td>
<td headers="stub_1_6 hp" class="gt_row gt_right">329</td>
<td headers="stub_1_6 trq" class="gt_row gt_right">354</td>
<td headers="stub_1_6 trsmn" class="gt_row gt_left">7am</td>
<td headers="stub_1_6 msrp" class="gt_row gt_right">85050</td></tr>
    <tr><th id="stub_1_7" scope="row" class="gt_row gt_left gt_stub"><img src="data:image/png;base64,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" style="height:20px;"></th>
<td headers="stub_1_7 model" class="gt_row gt_left">Dawn</td>
<td headers="stub_1_7 year" class="gt_row gt_right">2016</td>
<td headers="stub_1_7 hp" class="gt_row gt_right">563</td>
<td headers="stub_1_7 trq" class="gt_row gt_right">575</td>
<td headers="stub_1_7 trsmn" class="gt_row gt_left">8a</td>
<td headers="stub_1_7 msrp" class="gt_row gt_right">335000</td></tr>
    <tr><th id="stub_1_8" scope="row" class="gt_row gt_left gt_stub"><img src="data:image/png;base64,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" style="height:20px;"></th>
<td headers="stub_1_8 model" class="gt_row gt_left">Wraith</td>
<td headers="stub_1_8 year" class="gt_row gt_right">2016</td>
<td headers="stub_1_8 hp" class="gt_row gt_right">624</td>
<td headers="stub_1_8 trq" class="gt_row gt_right">590</td>
<td headers="stub_1_8 trsmn" class="gt_row gt_left">8a</td>
<td headers="stub_1_8 msrp" class="gt_row gt_right">304350</td></tr>
  </tbody>
  
  
</table>
</div>
]

.code100[

```
# 3个在表格中插入图片的辅助函数：
```

```
[1] "ggplot_image" "local_image"  "web_image"   
```
]

---
layout: false
class: inverse, center, middle
background-image: url(imgs/logo-modelsummary.png), url(imgs/sxc.png)
background-size: 10%, 100%
background-position: 17% 40%, 0% 100%

# 2. [`modelsummary`](https://vincentarelbundock.github.io/modelsummary/) <sup>.font60[v1.2.0]</sup>

.font120[(**Summary** Tables and Plots for _Statistical Models_ and _Data_)]

---
layout: true

### .bold[2.1 .red[`datasummary()`] & `datasummary_*()`]

---

```r
library(modelsummary)
library(palmerpenguins)
set.seed(123)
penguins %>% 
  rename( # 原变量名太长，太占宝贵的幻灯片空间，重命名下
    b_len = bill_length_mm, b_dep = bill_depth_mm,
    f_len = flipper_length_mm, b_mss = body_mass_g
  ) %>% 
  arrange(runif(n = n())) %>% print() -> pgs  # 短的数据集名
```

```
#> # A tibble: 344 × 8
#>    species   island    b_len b_dep f_len b_mss sex     year
#>    <fct>     <fct>     <dbl> <dbl> <int> <int> <fct>  <int>
#>  1 Adelie    Torgersen  45.8  18.9   197  4150 male    2008
#>  2 Gentoo    Biscoe     NA    NA      NA    NA <NA>    2009
#>  3 Chinstrap Dream      54.2  20.8   201  4300 male    2008
#>  4 Chinstrap Dream      52    19     197  4150 male    2007
#>  5 Adelie    Dream      32.1  15.5   188  3050 female  2009
#>  6 Gentoo    Biscoe     44.5  15.7   217  4875 <NA>    2009
#>  7 Adelie    Dream      36.4  17     195  3325 female  2007
#>  8 Chinstrap Dream      49.8  17.3   198  3675 female  2009
#>  9 Chinstrap Dream      51.4  19     201  3950 male    2009
#> 10 Adelie    Torgersen  42.5  20.7   197  4500 male    2007
#> # … with 334 more rows
```

---

.font120[`datasummary()` 基于 `tables` 包提供的公式接口来创建汇总统计表并进行改进（如一致的函数参数设置、特定用途的便捷函数、可将表格导出为多种格式）]

```r
datasummary(
  formula,              # 1. 双侧公式：rows ~ columns
  data,                 # 2. 数据框或tibble
  output = "default",   # 3. 表格类型如："default", "html", "markdown", "latex",
                        #    "latex_tabular", "data.frame", "modelsummary_list",
                        #    "gt", "kableExtra", "huxtable", "flextable", "DT", "jupyter"
                        #    也可直接输出为.docx, .html, .tex, .md, .txt, .png, .jpg文件
  fmt = 2,              # 4. 整数，format(round(x, fmt), nsmall=fmt)；
                        #    传递给sprintf()的字符参数，如"%.3f"；
                        #    返回格式化字符串的函数
                        #    NULL，允许用户在 glue 格式的字符串中使用函数
  title = NULL,
  notes = NULL,
  align = NULL,         # 5. 按列给出对齐方式，如"lcrd" (d为小数点对齐)
  add_columns = NULL,   # 6. 和主表格相同行数的数据框或tibble
  add_rows = NULL,      # 7. 和主表格相同列数的数据框或tibble
  sparse_header = TRUE, # 8. 如果全部列有着相同的标签，是否删除这一列标签
  escape = TRUE,        # 8. 是否需要转义某些 LaTeX/HTML 特殊字符
  ...                   # 9. 传递给底层制表函数（如kableExtra::kbl()）的参数
)
```

---

.pull-left[

```r
# 定义个便捷函数，方便调用，节省空间
ds <- function(...) {
  datasummary(data = pgs, ..., 
              output = "gt") %>% 
  gt::tab_options(table.font.size='70%')
}
ds(f_len ~ Mean) 
# modelsummary包内置的数据汇总统计量函数，
# 如：Mean, SD, Min, Max, Median, P25 ...
```

<div id="fgipqumuhu" style="padding-left:0px;padding-right:0px;padding-top:10px;padding-bottom:10px;overflow-x:auto;overflow-y:auto;width:auto;height:auto;">
<style>html {
  font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, 'Helvetica Neue', 'Fira Sans', 'Droid Sans', Arial, sans-serif;
}

#fgipqumuhu .gt_table {
  display: table;
  border-collapse: collapse;
  margin-left: auto;
  margin-right: auto;
  color: #333333;
  font-size: 70%;
  font-weight: normal;
  font-style: normal;
  background-color: #FFFFFF;
  width: auto;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #A8A8A8;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #A8A8A8;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
}

#fgipqumuhu .gt_heading {
  background-color: #FFFFFF;
  text-align: center;
  border-bottom-color: #FFFFFF;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
}

#fgipqumuhu .gt_caption {
  padding-top: 4px;
  padding-bottom: 4px;
}

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<td headers="Mean" class="gt_row gt_right">200.92</td></tr>
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</div>

```r
# 公式中也可使用自定义的函数
MinMax <- function(x) {
  glue::glue('[{min(x, na.rm = TRUE)}, 
             {max(x, na.rm = TRUE)}]') }
ds(f_len ~ MinMax)
```

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    <tr><td headers="" class="gt_row gt_left">f_len</td>
<td headers="MinMax" class="gt_row gt_right">[172, 
231]</td></tr>
  </tbody>
  
  
</table>
</div>

]

.pull-right[

```r
# 用 + 连接多个变量 / 多个汇总统计量函数
ds(f_len + b_mss ~ Mean + SD)
```

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</style>
<table class="gt_table">
  
  <thead class="gt_col_headings">
    <tr>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id=" "> </th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Mean">Mean</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="SD">SD</th>
    </tr>
  </thead>
  <tbody class="gt_table_body">
    <tr><td headers="" class="gt_row gt_left">f_len</td>
<td headers="Mean" class="gt_row gt_right">200.92</td>
<td headers="SD" class="gt_row gt_right">14.06</td></tr>
    <tr><td headers="" class="gt_row gt_left">b_mss</td>
<td headers="Mean" class="gt_row gt_right">4201.75</td>
<td headers="SD" class="gt_row gt_right">801.95</td></tr>
  </tbody>
  
  
</table>
</div>

```r
# 用 \* 表示套嵌
\# \* 左侧或右侧的变量必须为因子变量、逻辑变量
\# 或字符变量
ds(f_len + b_mss ~ sex \* (Mean + SD))
```

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      <th class="gt_center gt_columns_top_border gt_column_spanner_outer" rowspan="1" colspan="2" scope="colgroup" id="female    ">
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      <th class="gt_center gt_columns_top_border gt_column_spanner_outer" rowspan="1" colspan="2" scope="colgroup" id="male    ">
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<td headers="Mean" class="gt_row gt_right">197.36</td>
<td headers="SD" class="gt_row gt_right">12.50</td>
<td headers="Mean" class="gt_row gt_right">204.51</td>
<td headers="SD" class="gt_row gt_right">14.55</td></tr>
    <tr><td headers="" class="gt_row gt_left">b_mss</td>
<td headers="Mean" class="gt_row gt_right">3862.27</td>
<td headers="SD" class="gt_row gt_right">666.17</td>
<td headers="Mean" class="gt_row gt_right">4545.68</td>
<td headers="SD" class="gt_row gt_right">787.63</td></tr>
  </tbody>
  
  
</table>
</div>

]

---

.pull-left[

```r
# 在此需要用 Factor() 将整型变量转化为因子变量
ds(f_len ~ Factor(year) * (Mean + SD))
```

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<td headers="Mean" class="gt_row gt_right">202.80</td>
<td headers="SD" class="gt_row gt_right">13.90</td>
<td headers="Mean" class="gt_row gt_right">202.81</td>
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</div>

```r
# 用 = 来重命名变量名或汇总统计量名
ds(island * (`FlipperLen(mm)` = f_len) ~ 
     (Mean + (Std.Dev = SD)))
```

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<td headers="" class="gt_row gt_left">FlipperLen(mm)</td>
<td headers="Mean" class="gt_row gt_right">191.20</td>
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  </tbody>
  
  
</table>
</div>

]

.pull-right[

```r
# 用 * 给分析函数附加额外处理，如增加参数 ...
ds(f_len ~ 
*    (mean + sd) * Arguments(na.rm=TRUE))
```

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</div>

```r
# ... 去除空白行 / 空白列
ds(island \* species \* b_mss ~ 
     (Mean + SD) \* DropEmpty())
```

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#vcsyrqfjhj .gt_column_spanner {
  border-bottom-style: solid;
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  border-bottom-color: #D3D3D3;
  vertical-align: bottom;
  padding-top: 5px;
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  overflow-x: hidden;
  display: inline-block;
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}

#vcsyrqfjhj .gt_group_heading {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
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  background-color: #FFFFFF;
  font-size: 100%;
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  border-left-width: 1px;
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  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
  vertical-align: middle;
  text-align: left;
}

#vcsyrqfjhj .gt_empty_group_heading {
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  border-bottom-color: #D3D3D3;
  vertical-align: middle;
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#vcsyrqfjhj .gt_from_md > :first-child {
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#vcsyrqfjhj .gt_from_md > :last-child {
  margin-bottom: 0;
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#vcsyrqfjhj .gt_row {
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  padding-right: 5px;
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#vcsyrqfjhj .gt_indent_5 {
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</style>
<table class="gt_table">
  
  <thead class="gt_col_headings">
    <tr>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="island">island</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="species">species</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id=" "> </th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Mean">Mean</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="SD">SD</th>
    </tr>
  </thead>
  <tbody class="gt_table_body">
    <tr><td headers="island" class="gt_row gt_left">Biscoe</td>
<td headers="species" class="gt_row gt_left">Adelie</td>
<td headers="" class="gt_row gt_left">b_mss</td>
<td headers="Mean" class="gt_row gt_right">3709.66</td>
<td headers="SD" class="gt_row gt_right">487.73</td></tr>
    <tr><td headers="island" class="gt_row gt_left"></td>
<td headers="species" class="gt_row gt_left">Gentoo</td>
<td headers="" class="gt_row gt_left">b_mss</td>
<td headers="Mean" class="gt_row gt_right">5076.02</td>
<td headers="SD" class="gt_row gt_right">504.12</td></tr>
    <tr><td headers="island" class="gt_row gt_left">Dream</td>
<td headers="species" class="gt_row gt_left">Adelie</td>
<td headers="" class="gt_row gt_left">b_mss</td>
<td headers="Mean" class="gt_row gt_right">3688.39</td>
<td headers="SD" class="gt_row gt_right">455.15</td></tr>
    <tr><td headers="island" class="gt_row gt_left"></td>
<td headers="species" class="gt_row gt_left">Chinstrap</td>
<td headers="" class="gt_row gt_left">b_mss</td>
<td headers="Mean" class="gt_row gt_right">3733.09</td>
<td headers="SD" class="gt_row gt_right">384.34</td></tr>
    <tr><td headers="island" class="gt_row gt_left">Torgersen</td>
<td headers="species" class="gt_row gt_left">Adelie</td>
<td headers="" class="gt_row gt_left">b_mss</td>
<td headers="Mean" class="gt_row gt_right">3706.37</td>
<td headers="SD" class="gt_row gt_right">445.11</td></tr>
  </tbody>
  
  
</table>
</div>
]

---

.pull-left[

```r
# All()：选择全部数值型（字符型...）变量
ds( 
* All(pgs %>% select(-year)) ~
*    Mean + SD + Histogram
)
```

<div id="zmtfttiphg" style="padding-left:0px;padding-right:0px;padding-top:10px;padding-bottom:10px;overflow-x:auto;overflow-y:auto;width:auto;height:auto;">
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</style>
<table class="gt_table">
  
  <thead class="gt_col_headings">
    <tr>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id=" "> </th>
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      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="SD">SD</th>
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  </thead>
  <tbody class="gt_table_body">
    <tr><td headers="" class="gt_row gt_left">b_len</td>
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<td headers="SD" class="gt_row gt_right">5.46</td>
<td headers="Histogram" class="gt_row gt_right">▁▅▆▆▆▇▇▂▁</td></tr>
    <tr><td headers="" class="gt_row gt_left">b_dep</td>
<td headers="Mean" class="gt_row gt_right">17.15</td>
<td headers="SD" class="gt_row gt_right">1.97</td>
<td headers="Histogram" class="gt_row gt_right">▃▄▄▄▇▆▇▅▂▁</td></tr>
    <tr><td headers="" class="gt_row gt_left">f_len</td>
<td headers="Mean" class="gt_row gt_right">200.92</td>
<td headers="SD" class="gt_row gt_right">14.06</td>
<td headers="Histogram" class="gt_row gt_right">▂▅▇▄▁▄▄▂▁</td></tr>
    <tr><td headers="" class="gt_row gt_left">b_mss</td>
<td headers="Mean" class="gt_row gt_right">4201.75</td>
<td headers="SD" class="gt_row gt_right">801.95</td>
<td headers="Histogram" class="gt_row gt_right">▁▄▇▅▄▄▃▃▂▁</td></tr>
  </tbody>
  
  
</table>
</div>

]

.pull-right[

```r
# 频数分布表
ds(
  species * sex + 
*   Heading("ALL", nearData=FALSE) * 1 ~
*   N + Percent()
)
```

<div id="jqrhsjwkql" style="padding-left:0px;padding-right:0px;padding-top:10px;padding-bottom:10px;overflow-x:auto;overflow-y:auto;width:auto;height:auto;">
<style>html {
  font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, 'Helvetica Neue', 'Fira Sans', 'Droid Sans', Arial, sans-serif;
}

#jqrhsjwkql .gt_table {
  display: table;
  border-collapse: collapse;
  margin-left: auto;
  margin-right: auto;
  color: #333333;
  font-size: 70%;
  font-weight: normal;
  font-style: normal;
  background-color: #FFFFFF;
  width: auto;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #A8A8A8;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #A8A8A8;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
}

#jqrhsjwkql .gt_heading {
  background-color: #FFFFFF;
  text-align: center;
  border-bottom-color: #FFFFFF;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
}

#jqrhsjwkql .gt_caption {
  padding-top: 4px;
  padding-bottom: 4px;
}

#jqrhsjwkql .gt_title {
  color: #333333;
  font-size: 125%;
  font-weight: initial;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 5px;
  padding-right: 5px;
  border-bottom-color: #FFFFFF;
  border-bottom-width: 0;
}

#jqrhsjwkql .gt_subtitle {
  color: #333333;
  font-size: 85%;
  font-weight: initial;
  padding-top: 0;
  padding-bottom: 6px;
  padding-left: 5px;
  padding-right: 5px;
  border-top-color: #FFFFFF;
  border-top-width: 0;
}

#jqrhsjwkql .gt_bottom_border {
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

#jqrhsjwkql .gt_col_headings {
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
}

#jqrhsjwkql .gt_col_heading {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: normal;
  text-transform: inherit;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
  vertical-align: bottom;
  padding-top: 5px;
  padding-bottom: 6px;
  padding-left: 5px;
  padding-right: 5px;
  overflow-x: hidden;
}

#jqrhsjwkql .gt_column_spanner_outer {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: normal;
  text-transform: inherit;
  padding-top: 0;
  padding-bottom: 0;
  padding-left: 4px;
  padding-right: 4px;
}

#jqrhsjwkql .gt_column_spanner_outer:first-child {
  padding-left: 0;
}

#jqrhsjwkql .gt_column_spanner_outer:last-child {
  padding-right: 0;
}

#jqrhsjwkql .gt_column_spanner {
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  vertical-align: bottom;
  padding-top: 5px;
  padding-bottom: 5px;
  overflow-x: hidden;
  display: inline-block;
  width: 100%;
}

#jqrhsjwkql .gt_group_heading {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
  vertical-align: middle;
  text-align: left;
}

#jqrhsjwkql .gt_empty_group_heading {
  padding: 0.5px;
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  vertical-align: middle;
}

#jqrhsjwkql .gt_from_md > :first-child {
  margin-top: 0;
}

#jqrhsjwkql .gt_from_md > :last-child {
  margin-bottom: 0;
}

#jqrhsjwkql .gt_row {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  margin: 10px;
  border-top-style: solid;
  border-top-width: 1px;
  border-top-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
  vertical-align: middle;
  overflow-x: hidden;
}

#jqrhsjwkql .gt_stub {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-right-style: solid;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  padding-left: 5px;
  padding-right: 5px;
}

#jqrhsjwkql .gt_stub_row_group {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-right-style: solid;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  padding-left: 5px;
  padding-right: 5px;
  vertical-align: top;
}

#jqrhsjwkql .gt_row_group_first td {
  border-top-width: 2px;
}

#jqrhsjwkql .gt_summary_row {
  color: #333333;
  background-color: #FFFFFF;
  text-transform: inherit;
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
}

#jqrhsjwkql .gt_first_summary_row {
  border-top-style: solid;
  border-top-color: #D3D3D3;
}

#jqrhsjwkql .gt_first_summary_row.thick {
  border-top-width: 2px;
}

#jqrhsjwkql .gt_last_summary_row {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

#jqrhsjwkql .gt_grand_summary_row {
  color: #333333;
  background-color: #FFFFFF;
  text-transform: inherit;
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
}

#jqrhsjwkql .gt_first_grand_summary_row {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  border-top-style: double;
  border-top-width: 6px;
  border-top-color: #D3D3D3;
}

#jqrhsjwkql .gt_striped {
  background-color: rgba(128, 128, 128, 0.05);
}

#jqrhsjwkql .gt_table_body {
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

#jqrhsjwkql .gt_footnotes {
  color: #333333;
  background-color: #FFFFFF;
  border-bottom-style: none;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
}

#jqrhsjwkql .gt_footnote {
  margin: 0px;
  font-size: 90%;
  padding-left: 4px;
  padding-right: 4px;
  padding-left: 5px;
  padding-right: 5px;
}

#jqrhsjwkql .gt_sourcenotes {
  color: #333333;
  background-color: #FFFFFF;
  border-bottom-style: none;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
}

#jqrhsjwkql .gt_sourcenote {
  font-size: 90%;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 5px;
  padding-right: 5px;
}

#jqrhsjwkql .gt_left {
  text-align: left;
}

#jqrhsjwkql .gt_center {
  text-align: center;
}

#jqrhsjwkql .gt_right {
  text-align: right;
  font-variant-numeric: tabular-nums;
}

#jqrhsjwkql .gt_font_normal {
  font-weight: normal;
}

#jqrhsjwkql .gt_font_bold {
  font-weight: bold;
}

#jqrhsjwkql .gt_font_italic {
  font-style: italic;
}

#jqrhsjwkql .gt_super {
  font-size: 65%;
}

#jqrhsjwkql .gt_footnote_marks {
  font-style: italic;
  font-weight: normal;
  font-size: 75%;
  vertical-align: 0.4em;
}

#jqrhsjwkql .gt_asterisk {
  font-size: 100%;
  vertical-align: 0;
}

#jqrhsjwkql .gt_indent_1 {
  text-indent: 5px;
}

#jqrhsjwkql .gt_indent_2 {
  text-indent: 10px;
}

#jqrhsjwkql .gt_indent_3 {
  text-indent: 15px;
}

#jqrhsjwkql .gt_indent_4 {
  text-indent: 20px;
}

#jqrhsjwkql .gt_indent_5 {
  text-indent: 25px;
}
</style>
<table class="gt_table">
  
  <thead class="gt_col_headings">
    <tr>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="species">species</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="sex">sex</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="N">N</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Percent">Percent</th>
    </tr>
  </thead>
  <tbody class="gt_table_body">
    <tr><td headers="species" class="gt_row gt_left">Adelie</td>
<td headers="sex" class="gt_row gt_left">female</td>
<td headers="N" class="gt_row gt_right">73</td>
<td headers="Percent" class="gt_row gt_right">21.22</td></tr>
    <tr><td headers="species" class="gt_row gt_left"></td>
<td headers="sex" class="gt_row gt_left">male</td>
<td headers="N" class="gt_row gt_right">73</td>
<td headers="Percent" class="gt_row gt_right">21.22</td></tr>
    <tr><td headers="species" class="gt_row gt_left">Chinstrap</td>
<td headers="sex" class="gt_row gt_left">female</td>
<td headers="N" class="gt_row gt_right">34</td>
<td headers="Percent" class="gt_row gt_right">9.88</td></tr>
    <tr><td headers="species" class="gt_row gt_left"></td>
<td headers="sex" class="gt_row gt_left">male</td>
<td headers="N" class="gt_row gt_right">34</td>
<td headers="Percent" class="gt_row gt_right">9.88</td></tr>
    <tr><td headers="species" class="gt_row gt_left">Gentoo</td>
<td headers="sex" class="gt_row gt_left">female</td>
<td headers="N" class="gt_row gt_right">58</td>
<td headers="Percent" class="gt_row gt_right">16.86</td></tr>
    <tr><td headers="species" class="gt_row gt_left"></td>
<td headers="sex" class="gt_row gt_left">male</td>
<td headers="N" class="gt_row gt_right">61</td>
<td headers="Percent" class="gt_row gt_right">17.73</td></tr>
    <tr><td headers="species" class="gt_row gt_left">ALL</td>
<td headers="sex" class="gt_row gt_left"></td>
<td headers="N" class="gt_row gt_right">344</td>
<td headers="Percent" class="gt_row gt_right">100.00</td></tr>
  </tbody>
  
  
</table>
</div>

]

---
layout: true

### .bold[2.1 `datasummary()` & .red[`datasummary_*()`]]

---

```r
# datasummary_skim( # inspired by the `skimr` package for R
#   data, type = "numeric", output = "default", fmt = "%.1f", histogram = TRUE,
#   title = NULL, notes = NULL, align = NULL, escape = TRUE, ...
# )
datasummary_skim(penguins, fmt = "%.2f", output = 'gt') %>% 
  # 利用 gt 包中的相关函数对 <gt_tbl> 表格进行后续操作，如格式化
  tab_style(list(cell_fill(color = "#F9E3D6"), cell_text(weight = "bold")),
            locations = cells_column_labels()) %>% 
  tab_style(cell_text(weight = "bold"), 
            locations = cells_body(columns = 1)) %>% 
  tab_options(table.width = '90%', table.font.size = '85%')
```

<div id="bsmmsvjped" style="padding-left:0px;padding-right:0px;padding-top:10px;padding-bottom:10px;overflow-x:auto;overflow-y:auto;width:auto;height:auto;">
<style>html {
  font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, 'Helvetica Neue', 'Fira Sans', 'Droid Sans', Arial, sans-serif;
}

#bsmmsvjped .gt_table {
  display: table;
  border-collapse: collapse;
  margin-left: auto;
  margin-right: auto;
  color: #333333;
  font-size: 85%;
  font-weight: normal;
  font-style: normal;
  background-color: #FFFFFF;
  width: 90%;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #A8A8A8;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #A8A8A8;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
}

#bsmmsvjped .gt_heading {
  background-color: #FFFFFF;
  text-align: center;
  border-bottom-color: #FFFFFF;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
}

#bsmmsvjped .gt_caption {
  padding-top: 4px;
  padding-bottom: 4px;
}

#bsmmsvjped .gt_title {
  color: #333333;
  font-size: 125%;
  font-weight: initial;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 5px;
  padding-right: 5px;
  border-bottom-color: #FFFFFF;
  border-bottom-width: 0;
}

#bsmmsvjped .gt_subtitle {
  color: #333333;
  font-size: 85%;
  font-weight: initial;
  padding-top: 0;
  padding-bottom: 6px;
  padding-left: 5px;
  padding-right: 5px;
  border-top-color: #FFFFFF;
  border-top-width: 0;
}

#bsmmsvjped .gt_bottom_border {
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

#bsmmsvjped .gt_col_headings {
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
}

#bsmmsvjped .gt_col_heading {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: normal;
  text-transform: inherit;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
  vertical-align: bottom;
  padding-top: 5px;
  padding-bottom: 6px;
  padding-left: 5px;
  padding-right: 5px;
  overflow-x: hidden;
}

#bsmmsvjped .gt_column_spanner_outer {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: normal;
  text-transform: inherit;
  padding-top: 0;
  padding-bottom: 0;
  padding-left: 4px;
  padding-right: 4px;
}

#bsmmsvjped .gt_column_spanner_outer:first-child {
  padding-left: 0;
}

#bsmmsvjped .gt_column_spanner_outer:last-child {
  padding-right: 0;
}

#bsmmsvjped .gt_column_spanner {
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  vertical-align: bottom;
  padding-top: 5px;
  padding-bottom: 5px;
  overflow-x: hidden;
  display: inline-block;
  width: 100%;
}

#bsmmsvjped .gt_group_heading {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
  vertical-align: middle;
  text-align: left;
}

#bsmmsvjped .gt_empty_group_heading {
  padding: 0.5px;
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  vertical-align: middle;
}

#bsmmsvjped .gt_from_md > :first-child {
  margin-top: 0;
}

#bsmmsvjped .gt_from_md > :last-child {
  margin-bottom: 0;
}

#bsmmsvjped .gt_row {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  margin: 10px;
  border-top-style: solid;
  border-top-width: 1px;
  border-top-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
  vertical-align: middle;
  overflow-x: hidden;
}

#bsmmsvjped .gt_stub {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-right-style: solid;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  padding-left: 5px;
  padding-right: 5px;
}

#bsmmsvjped .gt_stub_row_group {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-right-style: solid;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  padding-left: 5px;
  padding-right: 5px;
  vertical-align: top;
}

#bsmmsvjped .gt_row_group_first td {
  border-top-width: 2px;
}

#bsmmsvjped .gt_summary_row {
  color: #333333;
  background-color: #FFFFFF;
  text-transform: inherit;
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
}

#bsmmsvjped .gt_first_summary_row {
  border-top-style: solid;
  border-top-color: #D3D3D3;
}

#bsmmsvjped .gt_first_summary_row.thick {
  border-top-width: 2px;
}

#bsmmsvjped .gt_last_summary_row {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

#bsmmsvjped .gt_grand_summary_row {
  color: #333333;
  background-color: #FFFFFF;
  text-transform: inherit;
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
}

#bsmmsvjped .gt_first_grand_summary_row {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  border-top-style: double;
  border-top-width: 6px;
  border-top-color: #D3D3D3;
}

#bsmmsvjped .gt_striped {
  background-color: rgba(128, 128, 128, 0.05);
}

#bsmmsvjped .gt_table_body {
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

#bsmmsvjped .gt_footnotes {
  color: #333333;
  background-color: #FFFFFF;
  border-bottom-style: none;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
}

#bsmmsvjped .gt_footnote {
  margin: 0px;
  font-size: 90%;
  padding-left: 4px;
  padding-right: 4px;
  padding-left: 5px;
  padding-right: 5px;
}

#bsmmsvjped .gt_sourcenotes {
  color: #333333;
  background-color: #FFFFFF;
  border-bottom-style: none;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
}

#bsmmsvjped .gt_sourcenote {
  font-size: 90%;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 5px;
  padding-right: 5px;
}

#bsmmsvjped .gt_left {
  text-align: left;
}

#bsmmsvjped .gt_center {
  text-align: center;
}

#bsmmsvjped .gt_right {
  text-align: right;
  font-variant-numeric: tabular-nums;
}

#bsmmsvjped .gt_font_normal {
  font-weight: normal;
}

#bsmmsvjped .gt_font_bold {
  font-weight: bold;
}

#bsmmsvjped .gt_font_italic {
  font-style: italic;
}

#bsmmsvjped .gt_super {
  font-size: 65%;
}

#bsmmsvjped .gt_footnote_marks {
  font-style: italic;
  font-weight: normal;
  font-size: 75%;
  vertical-align: 0.4em;
}

#bsmmsvjped .gt_asterisk {
  font-size: 100%;
  vertical-align: 0;
}

#bsmmsvjped .gt_indent_1 {
  text-indent: 5px;
}

#bsmmsvjped .gt_indent_2 {
  text-indent: 10px;
}

#bsmmsvjped .gt_indent_3 {
  text-indent: 15px;
}

#bsmmsvjped .gt_indent_4 {
  text-indent: 20px;
}

#bsmmsvjped .gt_indent_5 {
  text-indent: 25px;
}
</style>
<table class="gt_table">
  
  <thead class="gt_col_headings">
    <tr>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" style="background-color: #F9E3D6; font-weight: bold;" scope="col" id=" "> </th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" style="background-color: #F9E3D6; font-weight: bold;" scope="col" id="Unique (#)">Unique (#)</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" style="background-color: #F9E3D6; font-weight: bold;" scope="col" id="Missing (%)">Missing (%)</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" style="background-color: #F9E3D6; font-weight: bold;" scope="col" id="Mean">Mean</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" style="background-color: #F9E3D6; font-weight: bold;" scope="col" id="SD">SD</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" style="background-color: #F9E3D6; font-weight: bold;" scope="col" id="Min">Min</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" style="background-color: #F9E3D6; font-weight: bold;" scope="col" id="Median">Median</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" style="background-color: #F9E3D6; font-weight: bold;" scope="col" id="Max">Max</th>
    </tr>
  </thead>
  <tbody class="gt_table_body">
    <tr><td headers="" class="gt_row gt_left" style="font-weight: bold;">bill_length_mm</td>
<td headers="Unique (#)" class="gt_row gt_right">165</td>
<td headers="Missing (%)" class="gt_row gt_right">1</td>
<td headers="Mean" class="gt_row gt_right">43.92</td>
<td headers="SD" class="gt_row gt_right">5.46</td>
<td headers="Min" class="gt_row gt_right">32.10</td>
<td headers="Median" class="gt_row gt_right">44.45</td>
<td headers="Max" class="gt_row gt_right">59.60</td></tr>
    <tr><td headers="" class="gt_row gt_left" style="font-weight: bold;">bill_depth_mm</td>
<td headers="Unique (#)" class="gt_row gt_right">81</td>
<td headers="Missing (%)" class="gt_row gt_right">1</td>
<td headers="Mean" class="gt_row gt_right">17.15</td>
<td headers="SD" class="gt_row gt_right">1.97</td>
<td headers="Min" class="gt_row gt_right">13.10</td>
<td headers="Median" class="gt_row gt_right">17.30</td>
<td headers="Max" class="gt_row gt_right">21.50</td></tr>
    <tr><td headers="" class="gt_row gt_left" style="font-weight: bold;">flipper_length_mm</td>
<td headers="Unique (#)" class="gt_row gt_right">56</td>
<td headers="Missing (%)" class="gt_row gt_right">1</td>
<td headers="Mean" class="gt_row gt_right">200.92</td>
<td headers="SD" class="gt_row gt_right">14.06</td>
<td headers="Min" class="gt_row gt_right">172.00</td>
<td headers="Median" class="gt_row gt_right">197.00</td>
<td headers="Max" class="gt_row gt_right">231.00</td></tr>
    <tr><td headers="" class="gt_row gt_left" style="font-weight: bold;">body_mass_g</td>
<td headers="Unique (#)" class="gt_row gt_right">95</td>
<td headers="Missing (%)" class="gt_row gt_right">1</td>
<td headers="Mean" class="gt_row gt_right">4201.75</td>
<td headers="SD" class="gt_row gt_right">801.95</td>
<td headers="Min" class="gt_row gt_right">2700.00</td>
<td headers="Median" class="gt_row gt_right">4050.00</td>
<td headers="Max" class="gt_row gt_right">6300.00</td></tr>
    <tr><td headers="" class="gt_row gt_left" style="font-weight: bold;">year</td>
<td headers="Unique (#)" class="gt_row gt_right">3</td>
<td headers="Missing (%)" class="gt_row gt_right">0</td>
<td headers="Mean" class="gt_row gt_right">2008.03</td>
<td headers="SD" class="gt_row gt_right">0.82</td>
<td headers="Min" class="gt_row gt_right">2007.00</td>
<td headers="Median" class="gt_row gt_right">2008.00</td>
<td headers="Max" class="gt_row gt_right">2009.00</td></tr>
  </tbody>
  
  
</table>
</div>

---

.pull-left[

```r
datasummary_skim(
* penguins, type = "categorical"
)
# html的默认输出为 kableExtra 格式的表格
```

<table class="table" style="width: auto !important; margin-left: auto; margin-right: auto;">
 <thead>
  <tr>
   <th style="text-align:left;">   </th>
   <th style="text-align:left;">    </th>
   <th style="text-align:right;"> N </th>
   <th style="text-align:right;"> % </th>
  </tr>
 </thead>
<tbody>
  <tr>
   <td style="text-align:left;"> species </td>
   <td style="text-align:left;"> Adelie </td>
   <td style="text-align:right;"> 152 </td>
   <td style="text-align:right;"> 44.2 </td>
  </tr>
  <tr>
   <td style="text-align:left;">  </td>
   <td style="text-align:left;"> Chinstrap </td>
   <td style="text-align:right;"> 68 </td>
   <td style="text-align:right;"> 19.8 </td>
  </tr>
  <tr>
   <td style="text-align:left;">  </td>
   <td style="text-align:left;"> Gentoo </td>
   <td style="text-align:right;"> 124 </td>
   <td style="text-align:right;"> 36.0 </td>
  </tr>
  <tr>
   <td style="text-align:left;"> island </td>
   <td style="text-align:left;"> Biscoe </td>
   <td style="text-align:right;"> 168 </td>
   <td style="text-align:right;"> 48.8 </td>
  </tr>
  <tr>
   <td style="text-align:left;">  </td>
   <td style="text-align:left;"> Dream </td>
   <td style="text-align:right;"> 124 </td>
   <td style="text-align:right;"> 36.0 </td>
  </tr>
  <tr>
   <td style="text-align:left;">  </td>
   <td style="text-align:left;"> Torgersen </td>
   <td style="text-align:right;"> 52 </td>
   <td style="text-align:right;"> 15.1 </td>
  </tr>
  <tr>
   <td style="text-align:left;"> sex </td>
   <td style="text-align:left;"> female </td>
   <td style="text-align:right;"> 165 </td>
   <td style="text-align:right;"> 48.0 </td>
  </tr>
  <tr>
   <td style="text-align:left;">  </td>
   <td style="text-align:left;"> male </td>
   <td style="text-align:right;"> 168 </td>
   <td style="text-align:right;"> 48.8 </td>
  </tr>
</tbody>
</table>

]

.pull-right[

```r
# datasummary_correlation(
#   data, output = "default",
#   method = "pearson", fmt = 2,
#   align = NULL, add_rows = NULL,
#   add_columns = NULL,
#   title = NULL, notes = NULL,
#   escape = TRUE, ...
# )
datasummary_correlation(pgs)
```

```r
*# method: a character or function
*#         可参见帮助文档中的示例
```

]

---

```r
*# install.packages("estimatr")  # 要安装这个包才会报告均值差异检验的结果，即 dinm = TRUE
# datasummary_balance(
#   formula, data, output = "default", fmt = 1, 
#   title = NULL, notes = NULL, align = NULL, stars = FALSE, 
#   add_columns = NULL, add_rows = NULL, 
#   dinm = TRUE, dinm_statistic = "std.error", escape = TRUE, ...
# )
datasummary_balance(~ sex, 
                    data = penguins %>% select(-year, -species, -island), 
                    fmt = 2, stars = TRUE)
```

<table class="table" style="width: auto !important; margin-left: auto; margin-right: auto;">
 <thead>
<tr>
<th style="empty-cells: hide;border-bottom:hidden;" colspan="1"></th>
<th style="border-bottom:hidden;padding-bottom:0; padding-left:3px;padding-right:3px;text-align: center; " colspan="2"><div style="border-bottom: 1px solid #ddd; padding-bottom: 5px; ">female (N=165)</div></th>
<th style="border-bottom:hidden;padding-bottom:0; padding-left:3px;padding-right:3px;text-align: center; " colspan="2"><div style="border-bottom: 1px solid #ddd; padding-bottom: 5px; ">male (N=168)</div></th>
<th style="empty-cells: hide;border-bottom:hidden;" colspan="2"></th>
</tr>
  <tr>
   <th style="text-align:left;">   </th>
   <th style="text-align:right;"> Mean </th>
   <th style="text-align:right;"> Std. Dev. </th>
   <th style="text-align:right;"> Mean </th>
   <th style="text-align:right;"> Std. Dev. </th>
   <th style="text-align:right;"> Diff. in Means </th>
   <th style="text-align:right;"> Std. Error </th>
  </tr>
 </thead>
<tbody>
  <tr>
   <td style="text-align:left;"> bill_length_mm </td>
   <td style="text-align:right;"> 42.10 </td>
   <td style="text-align:right;"> 4.90 </td>
   <td style="text-align:right;"> 45.85 </td>
   <td style="text-align:right;"> 5.37 </td>
   <td style="text-align:right;"> 3.76*** </td>
   <td style="text-align:right;"> 0.56 </td>
  </tr>
  <tr>
   <td style="text-align:left;"> bill_depth_mm </td>
   <td style="text-align:right;"> 16.43 </td>
   <td style="text-align:right;"> 1.80 </td>
   <td style="text-align:right;"> 17.89 </td>
   <td style="text-align:right;"> 1.86 </td>
   <td style="text-align:right;"> 1.47*** </td>
   <td style="text-align:right;"> 0.20 </td>
  </tr>
  <tr>
   <td style="text-align:left;"> flipper_length_mm </td>
   <td style="text-align:right;"> 197.36 </td>
   <td style="text-align:right;"> 12.50 </td>
   <td style="text-align:right;"> 204.51 </td>
   <td style="text-align:right;"> 14.55 </td>
   <td style="text-align:right;"> 7.14*** </td>
   <td style="text-align:right;"> 1.49 </td>
  </tr>
  <tr>
   <td style="text-align:left;"> body_mass_g </td>
   <td style="text-align:right;"> 3862.27 </td>
   <td style="text-align:right;"> 666.17 </td>
   <td style="text-align:right;"> 4545.68 </td>
   <td style="text-align:right;"> 787.63 </td>
   <td style="text-align:right;"> 683.41*** </td>
   <td style="text-align:right;"> 79.89 </td>
  </tr>
</tbody>
</table>

---

```r
# datasummary_crosstab(
#   formula, statistic = 1 ~ 1 + N + Percent("row"), data,
#   output = "default", fmt = 1, title = NULL, notes = NULL,
#   align = NULL, add_columns = NULL, add_rows = NULL,
#   sparse_header = TRUE, escape = TRUE, ...
# )
datasummary_crosstab(species ~ sex * island, data = penguins, output = "gt")
```

<div id="xapkdxlmjj" style="padding-left:0px;padding-right:0px;padding-top:10px;padding-bottom:10px;overflow-x:auto;overflow-y:auto;width:auto;height:auto;">
<style>html {
  font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, 'Helvetica Neue', 'Fira Sans', 'Droid Sans', Arial, sans-serif;
}

#xapkdxlmjj .gt_table {
  display: table;
  border-collapse: collapse;
  margin-left: auto;
  margin-right: auto;
  color: #333333;
  font-size: 16px;
  font-weight: normal;
  font-style: normal;
  background-color: #FFFFFF;
  width: auto;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #A8A8A8;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
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  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
}

#xapkdxlmjj .gt_heading {
  background-color: #FFFFFF;
  text-align: center;
  border-bottom-color: #FFFFFF;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
}

#xapkdxlmjj .gt_caption {
  padding-top: 4px;
  padding-bottom: 4px;
}

#xapkdxlmjj .gt_title {
  color: #333333;
  font-size: 125%;
  font-weight: initial;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 5px;
  padding-right: 5px;
  border-bottom-color: #FFFFFF;
  border-bottom-width: 0;
}

#xapkdxlmjj .gt_subtitle {
  color: #333333;
  font-size: 85%;
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  padding-bottom: 6px;
  padding-left: 5px;
  padding-right: 5px;
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#xapkdxlmjj .gt_bottom_border {
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

#xapkdxlmjj .gt_col_headings {
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
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  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
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  border-bottom-color: #D3D3D3;
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  border-right-width: 1px;
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}

#xapkdxlmjj .gt_empty_group_heading {
  padding: 0.5px;
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
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  border-top-style: solid;
  border-top-width: 2px;
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}

#xapkdxlmjj .gt_from_md > :first-child {
  margin-top: 0;
}

#xapkdxlmjj .gt_from_md > :last-child {
  margin-bottom: 0;
}

#xapkdxlmjj .gt_row {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  margin: 10px;
  border-top-style: solid;
  border-top-width: 1px;
  border-top-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
  vertical-align: middle;
  overflow-x: hidden;
}

#xapkdxlmjj .gt_stub {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-right-style: solid;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  padding-left: 5px;
  padding-right: 5px;
}

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  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-right-style: solid;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  padding-left: 5px;
  padding-right: 5px;
  vertical-align: top;
}

#xapkdxlmjj .gt_row_group_first td {
  border-top-width: 2px;
}

#xapkdxlmjj .gt_summary_row {
  color: #333333;
  background-color: #FFFFFF;
  text-transform: inherit;
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
}

#xapkdxlmjj .gt_first_summary_row {
  border-top-style: solid;
  border-top-color: #D3D3D3;
}

#xapkdxlmjj .gt_first_summary_row.thick {
  border-top-width: 2px;
}

#xapkdxlmjj .gt_last_summary_row {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

#xapkdxlmjj .gt_grand_summary_row {
  color: #333333;
  background-color: #FFFFFF;
  text-transform: inherit;
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
}

#xapkdxlmjj .gt_first_grand_summary_row {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  border-top-style: double;
  border-top-width: 6px;
  border-top-color: #D3D3D3;
}

#xapkdxlmjj .gt_striped {
  background-color: rgba(128, 128, 128, 0.05);
}

#xapkdxlmjj .gt_table_body {
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

#xapkdxlmjj .gt_footnotes {
  color: #333333;
  background-color: #FFFFFF;
  border-bottom-style: none;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
}

#xapkdxlmjj .gt_footnote {
  margin: 0px;
  font-size: 90%;
  padding-left: 4px;
  padding-right: 4px;
  padding-left: 5px;
  padding-right: 5px;
}

#xapkdxlmjj .gt_sourcenotes {
  color: #333333;
  background-color: #FFFFFF;
  border-bottom-style: none;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
}

#xapkdxlmjj .gt_sourcenote {
  font-size: 90%;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 5px;
  padding-right: 5px;
}

#xapkdxlmjj .gt_left {
  text-align: left;
}

#xapkdxlmjj .gt_center {
  text-align: center;
}

#xapkdxlmjj .gt_right {
  text-align: right;
  font-variant-numeric: tabular-nums;
}

#xapkdxlmjj .gt_font_normal {
  font-weight: normal;
}

#xapkdxlmjj .gt_font_bold {
  font-weight: bold;
}

#xapkdxlmjj .gt_font_italic {
  font-style: italic;
}

#xapkdxlmjj .gt_super {
  font-size: 65%;
}

#xapkdxlmjj .gt_footnote_marks {
  font-style: italic;
  font-weight: normal;
  font-size: 75%;
  vertical-align: 0.4em;
}

#xapkdxlmjj .gt_asterisk {
  font-size: 100%;
  vertical-align: 0;
}

#xapkdxlmjj .gt_indent_1 {
  text-indent: 5px;
}

#xapkdxlmjj .gt_indent_2 {
  text-indent: 10px;
}

#xapkdxlmjj .gt_indent_3 {
  text-indent: 15px;
}

#xapkdxlmjj .gt_indent_4 {
  text-indent: 20px;
}

#xapkdxlmjj .gt_indent_5 {
  text-indent: 25px;
}
</style>
<table class="gt_table">
  
  <thead class="gt_col_headings">
    <tr>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="2" colspan="1" scope="col" id="species">species</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="2" colspan="1" scope="col" id=" "> </th>
      <th class="gt_center gt_columns_top_border gt_column_spanner_outer" rowspan="1" colspan="3" scope="colgroup" id="female    ">
        <span class="gt_column_spanner">female    </span>
      </th>
      <th class="gt_center gt_columns_top_border gt_column_spanner_outer" rowspan="1" colspan="3" scope="colgroup" id="male    ">
        <span class="gt_column_spanner">male    </span>
      </th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="2" colspan="1" scope="col" id="All">All</th>
    </tr>
    <tr>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Biscoe">Biscoe</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Dream">Dream</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Torgersen">Torgersen</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Biscoe ">Biscoe </th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Dream ">Dream </th>
      <th class="gt_col_heading gt_columns_bottom_border gt_right" rowspan="1" colspan="1" scope="col" id="Torgersen ">Torgersen </th>
    </tr>
  </thead>
  <tbody class="gt_table_body">
    <tr><td headers="species" class="gt_row gt_left">Adelie</td>
<td headers="" class="gt_row gt_left">N</td>
<td headers="Biscoe" class="gt_row gt_right">22</td>
<td headers="Dream" class="gt_row gt_right">27</td>
<td headers="Torgersen" class="gt_row gt_right">24</td>
<td headers="Biscoe" class="gt_row gt_right">22</td>
<td headers="Dream" class="gt_row gt_right">28</td>
<td headers="Torgersen" class="gt_row gt_right">23</td>
<td headers="All" class="gt_row gt_right">152</td></tr>
    <tr><td headers="species" class="gt_row gt_left"></td>
<td headers="" class="gt_row gt_left">% row</td>
<td headers="Biscoe" class="gt_row gt_right">14.5</td>
<td headers="Dream" class="gt_row gt_right">17.8</td>
<td headers="Torgersen" class="gt_row gt_right">15.8</td>
<td headers="Biscoe" class="gt_row gt_right">14.5</td>
<td headers="Dream" class="gt_row gt_right">18.4</td>
<td headers="Torgersen" class="gt_row gt_right">15.1</td>
<td headers="All" class="gt_row gt_right">100.0</td></tr>
    <tr><td headers="species" class="gt_row gt_left">Chinstrap</td>
<td headers="" class="gt_row gt_left">N</td>
<td headers="Biscoe" class="gt_row gt_right">0</td>
<td headers="Dream" class="gt_row gt_right">34</td>
<td headers="Torgersen" class="gt_row gt_right">0</td>
<td headers="Biscoe" class="gt_row gt_right">0</td>
<td headers="Dream" class="gt_row gt_right">34</td>
<td headers="Torgersen" class="gt_row gt_right">0</td>
<td headers="All" class="gt_row gt_right">68</td></tr>
    <tr><td headers="species" class="gt_row gt_left"></td>
<td headers="" class="gt_row gt_left">% row</td>
<td headers="Biscoe" class="gt_row gt_right">0.0</td>
<td headers="Dream" class="gt_row gt_right">50.0</td>
<td headers="Torgersen" class="gt_row gt_right">0.0</td>
<td headers="Biscoe" class="gt_row gt_right">0.0</td>
<td headers="Dream" class="gt_row gt_right">50.0</td>
<td headers="Torgersen" class="gt_row gt_right">0.0</td>
<td headers="All" class="gt_row gt_right">100.0</td></tr>
    <tr><td headers="species" class="gt_row gt_left">Gentoo</td>
<td headers="" class="gt_row gt_left">N</td>
<td headers="Biscoe" class="gt_row gt_right">58</td>
<td headers="Dream" class="gt_row gt_right">0</td>
<td headers="Torgersen" class="gt_row gt_right">0</td>
<td headers="Biscoe" class="gt_row gt_right">61</td>
<td headers="Dream" class="gt_row gt_right">0</td>
<td headers="Torgersen" class="gt_row gt_right">0</td>
<td headers="All" class="gt_row gt_right">124</td></tr>
    <tr><td headers="species" class="gt_row gt_left"></td>
<td headers="" class="gt_row gt_left">% row</td>
<td headers="Biscoe" class="gt_row gt_right">46.8</td>
<td headers="Dream" class="gt_row gt_right">0.0</td>
<td headers="Torgersen" class="gt_row gt_right">0.0</td>
<td headers="Biscoe" class="gt_row gt_right">49.2</td>
<td headers="Dream" class="gt_row gt_right">0.0</td>
<td headers="Torgersen" class="gt_row gt_right">0.0</td>
<td headers="All" class="gt_row gt_right">100.0</td></tr>
    <tr><td headers="species" class="gt_row gt_left">All</td>
<td headers="" class="gt_row gt_left">N</td>
<td headers="Biscoe" class="gt_row gt_right">80</td>
<td headers="Dream" class="gt_row gt_right">61</td>
<td headers="Torgersen" class="gt_row gt_right">24</td>
<td headers="Biscoe" class="gt_row gt_right">83</td>
<td headers="Dream" class="gt_row gt_right">62</td>
<td headers="Torgersen" class="gt_row gt_right">23</td>
<td headers="All" class="gt_row gt_right">344</td></tr>
    <tr><td headers="species" class="gt_row gt_left"></td>
<td headers="" class="gt_row gt_left">% row</td>
<td headers="Biscoe" class="gt_row gt_right">23.3</td>
<td headers="Dream" class="gt_row gt_right">17.7</td>
<td headers="Torgersen" class="gt_row gt_right">7.0</td>
<td headers="Biscoe" class="gt_row gt_right">24.1</td>
<td headers="Dream" class="gt_row gt_right">18.0</td>
<td headers="Torgersen" class="gt_row gt_right">6.7</td>
<td headers="All" class="gt_row gt_right">100.0</td></tr>
  </tbody>
  
  
</table>
</div>

---
layout: true

### .bold[2.2 .red[`modelsummary()`] & `modelplot()`]

---

[{{下载 guerry.csv}}](data/Guerry.csv)

```r
(guerry <- read_csv('data/Guerry.csv'))
```

```
#> # A tibble: 86 × 24
#>    ...1  dept Region Department Crime_pers Crime…¹ Liter…² Donat…³ Infants Suici…⁴ MainC…⁵
#>   <dbl> <dbl> <chr>  <chr>           <dbl>   <dbl>   <dbl>   <dbl>   <dbl>   <dbl> <chr>  
#> 1     1     1 E      Ain             28870   15890      37    5098   33120   35039 2:Med  
#> 2     2     2 N      Aisne           26226    5521      51    8901   14572   12831 2:Med  
#> 3     3     3 C      Allier          26747    7925      13   10973   17044  114121 2:Med  
#> # … with 83 more rows, 13 more variables: Wealth <dbl>, Commerce <dbl>, Clergy <dbl>,
#> #   Crime_parents <dbl>, Infanticide <dbl>, Donation_clergy <dbl>, Lottery <dbl>,
#> #   Desertion <dbl>, Instruction <dbl>, Prostitutes <dbl>, Distance <dbl>, Area <dbl>,
#> #   Pop1831 <dbl>, and abbreviated variable names ¹Crime_prop, ²Literacy, ³Donations,
#> #   ⁴Suicides, ⁵MainCity
```

```r
# 将4个回归模型的结果“打包”为一个列表对象
models <- list(
    "M1" = lm(Donations ~ Clergy,   data = guerry),
    "M2" = lm(Donations ~ Commerce, data = guerry),
    "M3" = lm(Donations ~ Literacy, data = guerry),
    "M4" = lm(Donations ~ Commerce + Literacy + Clergy, data = guerry)
)
```

---

.pull-left.code80[

```r
# modelsummary(
#   models, output = "default", fmt = 3,
#   estimate = "estimate", 
#   statistic = "std.error", 
#   vcov = NULL,
#   conf_level = 0.95, 
#   exponentiate = FALSE,
#   stars = FALSE, 
#   shape = term + statistic ~ model, 
#   coef_map = NULL, coef_omit = NULL, 
#   coef_rename = NULL,
#   gof_map = NULL, gof_omit = NULL,
#   group_map = NULL,
#   add_columns = NULL,
#   add_rows = NULL, 
#   align = NULL, 
#   notes = NULL, title = NULL, 
#   escape = TRUE, ...
# )

modelsummary(models, output = "gt") %>% 
  gt::opt_vertical_padding(scale = 0.8)
```
]

.pull-right[
<div id="xgrqtiuklh" style="padding-left:0px;padding-right:0px;padding-top:10px;padding-bottom:10px;overflow-x:auto;overflow-y:auto;width:auto;height:auto;">
<style>html {
  font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, 'Helvetica Neue', 'Fira Sans', 'Droid Sans', Arial, sans-serif;
}

#xgrqtiuklh .gt_table {
  display: table;
  border-collapse: collapse;
  margin-left: auto;
  margin-right: auto;
  color: #333333;
  font-size: 16px;
  font-weight: normal;
  font-style: normal;
  background-color: #FFFFFF;
  width: auto;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #A8A8A8;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #A8A8A8;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
}

#xgrqtiuklh .gt_heading {
  background-color: #FFFFFF;
  text-align: center;
  border-bottom-color: #FFFFFF;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
}

#xgrqtiuklh .gt_caption {
  padding-top: 4px;
  padding-bottom: 4px;
}

#xgrqtiuklh .gt_title {
  color: #333333;
  font-size: 125%;
  font-weight: initial;
  padding-top: 3.2px;
  padding-bottom: 3.2px;
  padding-left: 5px;
  padding-right: 5px;
  border-bottom-color: #FFFFFF;
  border-bottom-width: 0;
}

#xgrqtiuklh .gt_subtitle {
  color: #333333;
  font-size: 85%;
  font-weight: initial;
  padding-top: 0;
  padding-bottom: 5.2px;
  padding-left: 5px;
  padding-right: 5px;
  border-top-color: #FFFFFF;
  border-top-width: 0;
}

#xgrqtiuklh .gt_bottom_border {
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

#xgrqtiuklh .gt_col_headings {
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
}

#xgrqtiuklh .gt_col_heading {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: normal;
  text-transform: inherit;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
  vertical-align: bottom;
  padding-top: 4px;
  padding-bottom: 5px;
  padding-left: 5px;
  padding-right: 5px;
  overflow-x: hidden;
}

#xgrqtiuklh .gt_column_spanner_outer {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: normal;
  text-transform: inherit;
  padding-top: 0;
  padding-bottom: 0;
  padding-left: 4px;
  padding-right: 4px;
}

#xgrqtiuklh .gt_column_spanner_outer:first-child {
  padding-left: 0;
}

#xgrqtiuklh .gt_column_spanner_outer:last-child {
  padding-right: 0;
}

#xgrqtiuklh .gt_column_spanner {
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  vertical-align: bottom;
  padding-top: 4px;
  padding-bottom: 4px;
  overflow-x: hidden;
  display: inline-block;
  width: 100%;
}

#xgrqtiuklh .gt_group_heading {
  padding-top: 6.4px;
  padding-bottom: 6.4px;
  padding-left: 5px;
  padding-right: 5px;
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
  vertical-align: middle;
  text-align: left;
}

#xgrqtiuklh .gt_empty_group_heading {
  padding: 0.5px;
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  vertical-align: middle;
}

#xgrqtiuklh .gt_from_md > :first-child {
  margin-top: 0;
}

#xgrqtiuklh .gt_from_md > :last-child {
  margin-bottom: 0;
}

#xgrqtiuklh .gt_row {
  padding-top: 6.4px;
  padding-bottom: 6.4px;
  padding-left: 5px;
  padding-right: 5px;
  margin: 10px;
  border-top-style: solid;
  border-top-width: 1px;
  border-top-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
  vertical-align: middle;
  overflow-x: hidden;
}

#xgrqtiuklh .gt_stub {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-right-style: solid;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  padding-left: 5px;
  padding-right: 5px;
}

#xgrqtiuklh .gt_stub_row_group {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-right-style: solid;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  padding-left: 5px;
  padding-right: 5px;
  vertical-align: top;
}

#xgrqtiuklh .gt_row_group_first td {
  border-top-width: 2px;
}

#xgrqtiuklh .gt_summary_row {
  color: #333333;
  background-color: #FFFFFF;
  text-transform: inherit;
  padding-top: 6.4px;
  padding-bottom: 6.4px;
  padding-left: 5px;
  padding-right: 5px;
}

#xgrqtiuklh .gt_first_summary_row {
  border-top-style: solid;
  border-top-color: #D3D3D3;
}

#xgrqtiuklh .gt_first_summary_row.thick {
  border-top-width: 2px;
}

#xgrqtiuklh .gt_last_summary_row {
  padding-top: 6.4px;
  padding-bottom: 6.4px;
  padding-left: 5px;
  padding-right: 5px;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

#xgrqtiuklh .gt_grand_summary_row {
  color: #333333;
  background-color: #FFFFFF;
  text-transform: inherit;
  padding-top: 6.4px;
  padding-bottom: 6.4px;
  padding-left: 5px;
  padding-right: 5px;
}

#xgrqtiuklh .gt_first_grand_summary_row {
  padding-top: 6.4px;
  padding-bottom: 6.4px;
  padding-left: 5px;
  padding-right: 5px;
  border-top-style: double;
  border-top-width: 6px;
  border-top-color: #D3D3D3;
}

#xgrqtiuklh .gt_striped {
  background-color: rgba(128, 128, 128, 0.05);
}

#xgrqtiuklh .gt_table_body {
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

#xgrqtiuklh .gt_footnotes {
  color: #333333;
  background-color: #FFFFFF;
  border-bottom-style: none;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
}

#xgrqtiuklh .gt_footnote {
  margin: 0px;
  font-size: 90%;
  padding-left: 3.2px;
  padding-right: 3.2px;
  padding-left: 5px;
  padding-right: 5px;
}

#xgrqtiuklh .gt_sourcenotes {
  color: #333333;
  background-color: #FFFFFF;
  border-bottom-style: none;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
}

#xgrqtiuklh .gt_sourcenote {
  font-size: 90%;
  padding-top: 3.2px;
  padding-bottom: 3.2px;
  padding-left: 5px;
  padding-right: 5px;
}

#xgrqtiuklh .gt_left {
  text-align: left;
}

#xgrqtiuklh .gt_center {
  text-align: center;
}

#xgrqtiuklh .gt_right {
  text-align: right;
  font-variant-numeric: tabular-nums;
}

#xgrqtiuklh .gt_font_normal {
  font-weight: normal;
}

#xgrqtiuklh .gt_font_bold {
  font-weight: bold;
}

#xgrqtiuklh .gt_font_italic {
  font-style: italic;
}

#xgrqtiuklh .gt_super {
  font-size: 65%;
}

#xgrqtiuklh .gt_footnote_marks {
  font-style: italic;
  font-weight: normal;
  font-size: 75%;
  vertical-align: 0.4em;
}

#xgrqtiuklh .gt_asterisk {
  font-size: 100%;
  vertical-align: 0;
}

#xgrqtiuklh .gt_indent_1 {
  text-indent: 5px;
}

#xgrqtiuklh .gt_indent_2 {
  text-indent: 10px;
}

#xgrqtiuklh .gt_indent_3 {
  text-indent: 15px;
}

#xgrqtiuklh .gt_indent_4 {
  text-indent: 20px;
}

#xgrqtiuklh .gt_indent_5 {
  text-indent: 25px;
}
</style>
<table class="gt_table">
  
  <thead class="gt_col_headings">
    <tr>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id=" "> </th>
      <th class="gt_col_heading gt_columns_bottom_border gt_center" rowspan="1" colspan="1" scope="col" id="M1">M1</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_center" rowspan="1" colspan="1" scope="col" id="M2">M2</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_center" rowspan="1" colspan="1" scope="col" id="M3">M3</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_center" rowspan="1" colspan="1" scope="col" id="M4">M4</th>
    </tr>
  </thead>
  <tbody class="gt_table_body">
    <tr><td headers="" class="gt_row gt_left">(Intercept)</td>
<td headers="M1" class="gt_row gt_center">6210.669</td>
<td headers="M2" class="gt_row gt_center">4122.293</td>
<td headers="M3" class="gt_row gt_center">8759.068</td>
<td headers="M4" class="gt_row gt_center">96.107</td></tr>
    <tr><td headers="" class="gt_row gt_left"></td>
<td headers="M1" class="gt_row gt_center">(1269.581)</td>
<td headers="M2" class="gt_row gt_center">(1202.868)</td>
<td headers="M3" class="gt_row gt_center">(1559.363)</td>
<td headers="M4" class="gt_row gt_center">(3365.879)</td></tr>
    <tr><td headers="" class="gt_row gt_left">Clergy</td>
<td headers="M1" class="gt_row gt_center">19.914</td>
<td headers="M2" class="gt_row gt_center"></td>
<td headers="M3" class="gt_row gt_center"></td>
<td headers="M4" class="gt_row gt_center">35.369</td></tr>
    <tr><td headers="" class="gt_row gt_left"></td>
<td headers="M1" class="gt_row gt_center">(25.372)</td>
<td headers="M2" class="gt_row gt_center"></td>
<td headers="M3" class="gt_row gt_center"></td>
<td headers="M4" class="gt_row gt_center">(25.623)</td></tr>
    <tr><td headers="" class="gt_row gt_left">Commerce</td>
<td headers="M1" class="gt_row gt_center"></td>
<td headers="M2" class="gt_row gt_center">68.998</td>
<td headers="M3" class="gt_row gt_center"></td>
<td headers="M4" class="gt_row gt_center">89.652</td></tr>
    <tr><td headers="" class="gt_row gt_left"></td>
<td headers="M1" class="gt_row gt_center"></td>
<td headers="M2" class="gt_row gt_center">(24.296)</td>
<td headers="M3" class="gt_row gt_center"></td>
<td headers="M4" class="gt_row gt_center">(30.978)</td></tr>
    <tr><td headers="" class="gt_row gt_left">Literacy</td>
<td headers="M1" class="gt_row gt_center"></td>
<td headers="M2" class="gt_row gt_center"></td>
<td headers="M3" class="gt_row gt_center">-42.886</td>
<td headers="M4" class="gt_row gt_center">40.912</td></tr>
    <tr><td headers="" class="gt_row gt_left" style="border-bottom-width: 1px; border-bottom-style: solid; border-bottom-color: #000000;"></td>
<td headers="M1" class="gt_row gt_center" style="border-bottom-width: 1px; border-bottom-style: solid; border-bottom-color: #000000;"></td>
<td headers="M2" class="gt_row gt_center" style="border-bottom-width: 1px; border-bottom-style: solid; border-bottom-color: #000000;"></td>
<td headers="M3" class="gt_row gt_center" style="border-bottom-width: 1px; border-bottom-style: solid; border-bottom-color: #000000;">(36.362)</td>
<td headers="M4" class="gt_row gt_center" style="border-bottom-width: 1px; border-bottom-style: solid; border-bottom-color: #000000;">(45.007)</td></tr>
    <tr><td headers="" class="gt_row gt_left">Num.Obs.</td>
<td headers="M1" class="gt_row gt_center">86</td>
<td headers="M2" class="gt_row gt_center">86</td>
<td headers="M3" class="gt_row gt_center">86</td>
<td headers="M4" class="gt_row gt_center">86</td></tr>
    <tr><td headers="" class="gt_row gt_left">R2</td>
<td headers="M1" class="gt_row gt_center">0.007</td>
<td headers="M2" class="gt_row gt_center">0.088</td>
<td headers="M3" class="gt_row gt_center">0.016</td>
<td headers="M4" class="gt_row gt_center">0.111</td></tr>
    <tr><td headers="" class="gt_row gt_left">R2 Adj.</td>
<td headers="M1" class="gt_row gt_center">-0.005</td>
<td headers="M2" class="gt_row gt_center">0.077</td>
<td headers="M3" class="gt_row gt_center">0.005</td>
<td headers="M4" class="gt_row gt_center">0.079</td></tr>
    <tr><td headers="" class="gt_row gt_left">AIC</td>
<td headers="M1" class="gt_row gt_center">1739.9</td>
<td headers="M2" class="gt_row gt_center">1732.7</td>
<td headers="M3" class="gt_row gt_center">1739.1</td>
<td headers="M4" class="gt_row gt_center">1734.4</td></tr>
    <tr><td headers="" class="gt_row gt_left">BIC</td>
<td headers="M1" class="gt_row gt_center">1747.3</td>
<td headers="M2" class="gt_row gt_center">1740.0</td>
<td headers="M3" class="gt_row gt_center">1746.5</td>
<td headers="M4" class="gt_row gt_center">1746.7</td></tr>
    <tr><td headers="" class="gt_row gt_left">Log.Lik.</td>
<td headers="M1" class="gt_row gt_center">-866.966</td>
<td headers="M2" class="gt_row gt_center">-863.338</td>
<td headers="M3" class="gt_row gt_center">-866.574</td>
<td headers="M4" class="gt_row gt_center">-862.210</td></tr>
    <tr><td headers="" class="gt_row gt_left">F</td>
<td headers="M1" class="gt_row gt_center">0.616</td>
<td headers="M2" class="gt_row gt_center">8.065</td>
<td headers="M3" class="gt_row gt_center">1.391</td>
<td headers="M4" class="gt_row gt_center">3.420</td></tr>
    <tr><td headers="" class="gt_row gt_left">RMSE</td>
<td headers="M1" class="gt_row gt_center">5779.42</td>
<td headers="M2" class="gt_row gt_center">5540.68</td>
<td headers="M3" class="gt_row gt_center">5753.14</td>
<td headers="M4" class="gt_row gt_center">5468.51</td></tr>
  </tbody>
  
  
</table>
</div>
]

---

.pull-left[

```r
modelsummary(
  models, output = "gt", 
* fmt = 2, stars = TRUE
)
```

<div id="rerfjzikwf" style="padding-left:0px;padding-right:0px;padding-top:10px;padding-bottom:10px;overflow-x:auto;overflow-y:auto;width:auto;height:auto;">
<style>html {
  font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, 'Helvetica Neue', 'Fira Sans', 'Droid Sans', Arial, sans-serif;
}

#rerfjzikwf .gt_table {
  display: table;
  border-collapse: collapse;
  margin-left: auto;
  margin-right: auto;
  color: #333333;
  font-size: 16px;
  font-weight: normal;
  font-style: normal;
  background-color: #FFFFFF;
  width: auto;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #A8A8A8;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #A8A8A8;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
}

#rerfjzikwf .gt_heading {
  background-color: #FFFFFF;
  text-align: center;
  border-bottom-color: #FFFFFF;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
}

#rerfjzikwf .gt_caption {
  padding-top: 4px;
  padding-bottom: 4px;
}

#rerfjzikwf .gt_title {
  color: #333333;
  font-size: 125%;
  font-weight: initial;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 5px;
  padding-right: 5px;
  border-bottom-color: #FFFFFF;
  border-bottom-width: 0;
}

#rerfjzikwf .gt_subtitle {
  color: #333333;
  font-size: 85%;
  font-weight: initial;
  padding-top: 0;
  padding-bottom: 6px;
  padding-left: 5px;
  padding-right: 5px;
  border-top-color: #FFFFFF;
  border-top-width: 0;
}

#rerfjzikwf .gt_bottom_border {
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

#rerfjzikwf .gt_col_headings {
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
}

#rerfjzikwf .gt_col_heading {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: normal;
  text-transform: inherit;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
  vertical-align: bottom;
  padding-top: 5px;
  padding-bottom: 6px;
  padding-left: 5px;
  padding-right: 5px;
  overflow-x: hidden;
}

#rerfjzikwf .gt_column_spanner_outer {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: normal;
  text-transform: inherit;
  padding-top: 0;
  padding-bottom: 0;
  padding-left: 4px;
  padding-right: 4px;
}

#rerfjzikwf .gt_column_spanner_outer:first-child {
  padding-left: 0;
}

#rerfjzikwf .gt_column_spanner_outer:last-child {
  padding-right: 0;
}

#rerfjzikwf .gt_column_spanner {
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  vertical-align: bottom;
  padding-top: 5px;
  padding-bottom: 5px;
  overflow-x: hidden;
  display: inline-block;
  width: 100%;
}

#rerfjzikwf .gt_group_heading {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
  vertical-align: middle;
  text-align: left;
}

#rerfjzikwf .gt_empty_group_heading {
  padding: 0.5px;
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  vertical-align: middle;
}

#rerfjzikwf .gt_from_md > :first-child {
  margin-top: 0;
}

#rerfjzikwf .gt_from_md > :last-child {
  margin-bottom: 0;
}

#rerfjzikwf .gt_row {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  margin: 10px;
  border-top-style: solid;
  border-top-width: 1px;
  border-top-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 1px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 1px;
  border-right-color: #D3D3D3;
  vertical-align: middle;
  overflow-x: hidden;
}

#rerfjzikwf .gt_stub {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-right-style: solid;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  padding-left: 5px;
  padding-right: 5px;
}

#rerfjzikwf .gt_stub_row_group {
  color: #333333;
  background-color: #FFFFFF;
  font-size: 100%;
  font-weight: initial;
  text-transform: inherit;
  border-right-style: solid;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
  padding-left: 5px;
  padding-right: 5px;
  vertical-align: top;
}

#rerfjzikwf .gt_row_group_first td {
  border-top-width: 2px;
}

#rerfjzikwf .gt_summary_row {
  color: #333333;
  background-color: #FFFFFF;
  text-transform: inherit;
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
}

#rerfjzikwf .gt_first_summary_row {
  border-top-style: solid;
  border-top-color: #D3D3D3;
}

#rerfjzikwf .gt_first_summary_row.thick {
  border-top-width: 2px;
}

#rerfjzikwf .gt_last_summary_row {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

#rerfjzikwf .gt_grand_summary_row {
  color: #333333;
  background-color: #FFFFFF;
  text-transform: inherit;
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
}

#rerfjzikwf .gt_first_grand_summary_row {
  padding-top: 8px;
  padding-bottom: 8px;
  padding-left: 5px;
  padding-right: 5px;
  border-top-style: double;
  border-top-width: 6px;
  border-top-color: #D3D3D3;
}

#rerfjzikwf .gt_striped {
  background-color: rgba(128, 128, 128, 0.05);
}

#rerfjzikwf .gt_table_body {
  border-top-style: solid;
  border-top-width: 2px;
  border-top-color: #D3D3D3;
  border-bottom-style: solid;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
}

#rerfjzikwf .gt_footnotes {
  color: #333333;
  background-color: #FFFFFF;
  border-bottom-style: none;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
}

#rerfjzikwf .gt_footnote {
  margin: 0px;
  font-size: 90%;
  padding-left: 4px;
  padding-right: 4px;
  padding-left: 5px;
  padding-right: 5px;
}

#rerfjzikwf .gt_sourcenotes {
  color: #333333;
  background-color: #FFFFFF;
  border-bottom-style: none;
  border-bottom-width: 2px;
  border-bottom-color: #D3D3D3;
  border-left-style: none;
  border-left-width: 2px;
  border-left-color: #D3D3D3;
  border-right-style: none;
  border-right-width: 2px;
  border-right-color: #D3D3D3;
}

#rerfjzikwf .gt_sourcenote {
  font-size: 90%;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 5px;
  padding-right: 5px;
}

#rerfjzikwf .gt_left {
  text-align: left;
}

#rerfjzikwf .gt_center {
  text-align: center;
}

#rerfjzikwf .gt_right {
  text-align: right;
  font-variant-numeric: tabular-nums;
}

#rerfjzikwf .gt_font_normal {
  font-weight: normal;
}

#rerfjzikwf .gt_font_bold {
  font-weight: bold;
}

#rerfjzikwf .gt_font_italic {
  font-style: italic;
}

#rerfjzikwf .gt_super {
  font-size: 65%;
}

#rerfjzikwf .gt_footnote_marks {
  font-style: italic;
  font-weight: normal;
  font-size: 75%;
  vertical-align: 0.4em;
}

#rerfjzikwf .gt_asterisk {
  font-size: 100%;
  vertical-align: 0;
}

#rerfjzikwf .gt_indent_1 {
  text-indent: 5px;
}

#rerfjzikwf .gt_indent_2 {
  text-indent: 10px;
}

#rerfjzikwf .gt_indent_3 {
  text-indent: 15px;
}

#rerfjzikwf .gt_indent_4 {
  text-indent: 20px;
}

#rerfjzikwf .gt_indent_5 {
  text-indent: 25px;
}
</style>
<table class="gt_table">
  
  <thead class="gt_col_headings">
    <tr>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id=" "> </th>
      <th class="gt_col_heading gt_columns_bottom_border gt_center" rowspan="1" colspan="1" scope="col" id="M1">M1</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_center" rowspan="1" colspan="1" scope="col" id="M2">M2</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_center" rowspan="1" colspan="1" scope="col" id="M3">M3</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_center" rowspan="1" colspan="1" scope="col" id="M4">M4</th>
    </tr>
  </thead>
  <tbody class="gt_table_body">
    <tr><td headers="" class="gt_row gt_left">(Intercept)</td>
<td headers="M1" class="gt_row gt_center">6210.67***</td>
<td headers="M2" class="gt_row gt_center">4122.29***</td>
<td headers="M3" class="gt_row gt_center">8759.07***</td>
<td headers="M4" class="gt_row gt_center">96.11</td></tr>
    <tr><td headers="" class="gt_row gt_left"></td>
<td headers="M1" class="gt_row gt_center">(1269.58)</td>
<td headers="M2" class="gt_row gt_center">(1202.87)</td>
<td headers="M3" class="gt_row gt_center">(1559.36)</td>
<td headers="M4" class="gt_row gt_center">(3365.88)</td></tr>
    <tr><td headers="" class="gt_row gt_left">Clergy</td>
<td headers="M1" class="gt_row gt_center">19.91</td>
<td headers="M2" class="gt_row gt_center"></td>
<td headers="M3" class="gt_row gt_center"></td>
<td headers="M4" class="gt_row gt_center">35.37</td></tr>
    <tr><td headers="" class="gt_row gt_left"></td>
<td headers="M1" class="gt_row gt_center">(25.37)</td>
<td headers="M2" class="gt_row gt_center"></td>
<td headers="M3" class="gt_row gt_center"></td>
<td headers="M4" class="gt_row gt_center">(25.62)</td></tr>
    <tr><td headers="" class="gt_row gt_left">Commerce</td>
<td headers="M1" class="gt_row gt_center"></td>
<td headers="M2" class="gt_row gt_center">69.00**</td>
<td headers="M3" class="gt_row gt_center"></td>
<td headers="M4" class="gt_row gt_center">89.65**</td></tr>
    <tr><td headers="" class="gt_row gt_left"></td>
<td headers="M1" class="gt_row gt_center"></td>
<td headers="M2" class="gt_row gt_center">(24.30)</td>
<td headers="M3" class="gt_row gt_center"></td>
<td headers="M4" class="gt_row gt_center">(30.98)</td></tr>
    <tr><td headers="" class="gt_row gt_left">Literacy</td>
<td headers="M1" class="gt_row gt_center"></td>
<td headers="M2" class="gt_row gt_center"></td>
<td headers="M3" class="gt_row gt_center">-42.89</td>
<td headers="M4" class="gt_row gt_center">40.91</td></tr>
    <tr><td headers="" class="gt_row gt_left" style="border-bottom-width: 1px; border-bottom-style: solid; border-bottom-color: #000000;"></td>
<td headers="M1" class="gt_row gt_center" style="border-bottom-width: 1px; border-bottom-style: solid; border-bottom-color: #000000;"></td>
<td headers="M2" class="gt_row gt_center" style="border-bottom-width: 1px; border-bottom-style: solid; border-bottom-color: #000000;"></td>
<td headers="M3" class="gt_row gt_center" style="border-bottom-width: 1px; border-bottom-style: solid; border-bottom-color: #000000;">(36.36)</td>
<td headers="M4" class="gt_row gt_center" style="border-bottom-width: 1px; border-bottom-style: solid; border-bottom-color: #000000;">(45.01)</td></tr>
    <tr><td headers="" class="gt_row gt_left">Num.Obs.</td>
<td headers="M1" class="gt_row gt_center">86</td>
<td headers="M2" class="gt_row gt_center">86</td>
<td headers="M3" class="gt_row gt_center">86</td>
<td headers="M4" class="gt_row gt_center">86</td></tr>
    <tr><td headers="" class="gt_row gt_left">R2</td>
<td headers="M1" class="gt_row gt_center">0.007</td>
<td headers="M2" class="gt_row gt_center">0.088</td>
<td headers="M3" class="gt_row gt_center">0.016</td>
<td headers="M4" class="gt_row gt_center">0.111</td></tr>
    <tr><td headers="" class="gt_row gt_left">R2 Adj.</td>
<td headers="M1" class="gt_row gt_center">-0.005</td>
<td headers="M2" class="gt_row gt_center">0.077</td>
<td headers="M3" class="gt_row gt_center">0.005</td>
<td headers="M4" class="gt_row gt_center">0.079</td></tr>
    <tr><td headers="" class="gt_row gt_left">AIC</td>
<td headers="M1" class="gt_row gt_center">1739.9</td>
<td headers="M2" class="gt_row gt_center">1732.7</td>
<td headers="M3" class="gt_row gt_center">1739.1</td>
<td headers="M4" class="gt_row gt_center">1734.4</td></tr>
    <tr><td headers="" class="gt_row gt_left">BIC</td>
<td headers="M1" class="gt_row gt_center">1747.3</td>
<td headers="M2" class="gt_row gt_center">1740.0</td>
<td headers="M3" class="gt_row gt_center">1746.5</td>
<td headers="M4" class="gt_row gt_center">1746.7</td></tr>
    <tr><td headers="" class="gt_row gt_left">Log.Lik.</td>
<td headers="M1" class="gt_row gt_center">-866.966</td>
<td headers="M2" class="gt_row gt_center">-863.338</td>
<td headers="M3" class="gt_row gt_center">-866.574</td>
<td headers="M4" class="gt_row gt_center">-862.210</td></tr>
    <tr><td headers="" class="gt_row gt_left">F</td>
<td headers="M1" class="gt_row gt_center">0.616</td>
<td headers="M2" class="gt_row gt_center">8.065</td>
<td headers="M3" class="gt_row gt_center">1.391</td>
<td headers="M4" class="gt_row gt_center">3.420</td></tr>
    <tr><td headers="" class="gt_row gt_left">RMSE</td>
<td headers="M1" class="gt_row gt_center">5779.42</td>
<td headers="M2" class="gt_row gt_center">5540.68</td>
<td headers="M3" class="gt_row gt_center">5753.14</td>
<td headers="M4" class="gt_row gt_center">5468.51</td></tr>
  </tbody>
  <tfoot class="gt_sourcenotes">
    <tr>
      <td class="gt_sourcenote" colspan="5">+ p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001</td>
    </tr>
  </tfoot>
  
</table>
</div>
]

.pull-right[

```r
modelsummary(
  models, output = "gt", fmt = 2,
* estimate =
*   "{estimate}{stars}<br>[{std.error}]",
* statistic = NULL,
* vcov = "robust",
* coef_omit = "Intercept",
* gof_omit = "^(R2|AIC|BIC|Log.Lik.)$"
)
```

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  <thead class="gt_col_headings">
    <tr>
      <th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id=" "> </th>
      <th class="gt_col_heading gt_columns_bottom_border gt_center" rowspan="1" colspan="1" scope="col" id="M1">M1</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_center" rowspan="1" colspan="1" scope="col" id="M2">M2</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_center" rowspan="1" colspan="1" scope="col" id="M3">M3</th>
      <th class="gt_col_heading gt_columns_bottom_border gt_center" rowspan="1" colspan="1" scope="col" id="M4">M4</th>
    </tr>
  </thead>
  <tbody class="gt_table_body">
    <tr><td headers="" class="gt_row gt_left">Clergy</td>
<td headers="M1" class="gt_row gt_center">19.91<br>[35.01]</td>
<td headers="M2" class="gt_row gt_center"></td>
<td headers="M3" class="gt_row gt_center"></td>
<td headers="M4" class="gt_row gt_center">35.37<br>[28.49]</td></tr>
    <tr><td headers="" class="gt_row gt_left">Commerce</td>
<td headers="M1" class="gt_row gt_center"></td>
<td headers="M2" class="gt_row gt_center">69.00*<br>[29.76]</td>
<td headers="M3" class="gt_row gt_center"></td>
<td headers="M4" class="gt_row gt_center">89.65*<br>[44.30]</td></tr>
    <tr><td headers="" class="gt_row gt_left" style="border-bottom-width: 1px; border-bottom-style: solid; border-bottom-color: #000000;">Literacy</td>
<td headers="M1" class="gt_row gt_center" style="border-bottom-width: 1px; border-bottom-style: solid; border-bottom-color: #000000;"></td>
<td headers="M2" class="gt_row gt_center" style="border-bottom-width: 1px; border-bottom-style: solid; border-bottom-color: #000000;"></td>
<td headers="M3" class="gt_row gt_center" style="border-bottom-width: 1px; border-bottom-style: solid; border-bottom-color: #000000;">-42.89<br>[31.14]</td>
<td headers="M4" class="gt_row gt_center" style="border-bottom-width: 1px; border-bottom-style: solid; border-bottom-color: #000000;">40.91<br>[52.40]</td></tr>
    <tr><td headers="" class="gt_row gt_left">Num.Obs.</td>
<td headers="M1" class="gt_row gt_center">86</td>
<td headers="M2" class="gt_row gt_center">86</td>
<td headers="M3" class="gt_row gt_center">86</td>
<td headers="M4" class="gt_row gt_center">86</td></tr>
    <tr><td headers="" class="gt_row gt_left">R2 Adj.</td>
<td headers="M1" class="gt_row gt_center">-0.005</td>
<td headers="M2" class="gt_row gt_center">0.077</td>
<td headers="M3" class="gt_row gt_center">0.005</td>
<td headers="M4" class="gt_row gt_center">0.079</td></tr>
    <tr><td headers="" class="gt_row gt_left">F</td>
<td headers="M1" class="gt_row gt_center">0.324</td>
<td headers="M2" class="gt_row gt_center">5.376</td>
<td headers="M3" class="gt_row gt_center">1.897</td>
<td headers="M4" class="gt_row gt_center">3.575</td></tr>
    <tr><td headers="" class="gt_row gt_left">RMSE</td>
<td headers="M1" class="gt_row gt_center">5779.42</td>
<td headers="M2" class="gt_row gt_center">5540.68</td>
<td headers="M3" class="gt_row gt_center">5753.14</td>
<td headers="M4" class="gt_row gt_center">5468.51</td></tr>
    <tr><td headers="" class="gt_row gt_left">Std.Errors</td>
<td headers="M1" class="gt_row gt_center">HC3</td>
<td headers="M2" class="gt_row gt_center">HC3</td>
<td headers="M3" class="gt_row gt_center">HC3</td>
<td headers="M4" class="gt_row gt_center">HC3</td></tr>
  </tbody>
  
  
</table>
</div>
]

---
layout: true

### .bold[2.2 `modelsummary()` & .red[`modelplot()`]]

---

.pull-left.code80[

```r
# modelplot(
#   models, 
#   conf_level = 0.95, 
#   coef_map = NULL, coef_omit = NULL, 
#   coef_rename = NULL,
#   vcov = NULL
#   exponentiate = FALSE,
#   add_rows = NULL, 
*#   facet = FALSE,
*#   draw = TRUE,
*#   background = NULL,
#   ...
# )

modelplot(
  models, vcov = "robust",
  coef_omit = "(Intercept)", 
  background = list(
    geom_vline(
      xintercept = 0, linewidth = 1.5,
      color = 'orange', alpha = 0.5)
  )
) + labs(title = "Models comparison")
```
]

.pull-right[
![](L11_Tabulation_files/figure-html/ms05-2-1.png)
]

---

.pull-left.code80[

```r
# 1. fit
# models <- list(...)

# 2. summarize
*mfun <- function(x) {
* modelplot(models, conf_level = x,
*           draw = FALSE) %>%
*   mutate(.width = x) %>%
*   filter(term != "(Intercept)")
*} 
*dat <- map_dfr(c(.80, .90, .95), mfun)

# 3. plot
dat %>% 
  ggplot(
    aes(x = estimate, y = term,
      xmin = conf.low, xmax = conf.high,
      color = model)
  ) + 
  ggdist::geom_pointinterval( #install it
    position = "dodge",
    interval_size_range = c(1, 3),
    fatten_point = .1
  )
```
]

.pull-right[
![](L11_Tabulation_files/figure-html/ms06-2-1.png)
]

---
layout: false
class: inverse, center, middle

# 3. `kableExtra` and beyond ...

---
layout: false
class: inverse, center, middle
background-image: url(imgs/logo-kableExtra.svg)
background-size: 4%, 100%
background-position: 5% 3%

.left.font80[&emsp;&emsp;&emsp;[`kableExtra`](http://haozhu233.github.io/kableExtra/) <sup>.font60[v1.3.4]</sup>: Construct Complex Table with `kable` and Pipe Syntax]

---
layout: false
class: inverse, center, middle
background-image: url(imgs/logo-flextable.svg)
background-size: 4%
background-position: 5% 3%

.left.font80[&emsp;&emsp;&emsp;[`flextable`](https://ardata-fr.github.io/flextable-book/) <sup>.font60[v0.8.3]</sup>: Functions for Tabular Reporting]

---
layout: false
class: inverse, center, middle
background-image: url(imgs/logo-gtsummary.png)
background-size: 5%
background-position: 5% 3%

.left.font80[&emsp;&emsp;&emsp;[`gtsummary`](https://www.danieldsjoberg.com/gtsummary/) <sup>.font60[v1.6.2]</sup>: Presentation-Ready Data Summary and Analytic Result Tables]

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background-image: url(imgs/xaringan.png)
background-size: 12%
background-position: 50% 40%

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.Large.red[_**本网页版讲义的制作由 R 包 [{{`xaringan`}}](https://github.com/yihui/xaringan) 赋能！**_]