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会员报表.Rmd
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---
title: "阿里彩票"
subtitle: "会员报表报告"
author: "雷欧 <img src='figure/cd23-isqivxh1309422.jpg' width='24'>"
date: "`r lubridate::today()`"
output:
html_document:
number_sections: yes
toc: yes
toc_depth: 4
toc_float:
collapsed: yes
smooth_scroll: yes
code_folding: hide
---
```{r warning = FALSE, message=FALSE}
## 3210448065@qq.com
## leiou123
## 2849108450@qq.com
## leiou123
## https://rstudio.cloud/project/1198888
pkg <- c('plyr', 'tidyverse', 'magrittr', 'readr', 'readxl', 'tidyr',
'knitr', 'kableExtra', 'forecast', 'formattable', 'DT',
'lubridate', 'highcharter', 'htmltools', 'echarts4r')
plyr::l_ply(pkg, require, quietly = TRUE, character.only = TRUE, .print = FALSE)
```
<br>
<br>
# 数据
<br>
## 读取数据
<br>
读取样本数据。
```{r warning = FALSE}
## 读取数据
fls <- suppressWarnings(list.files('data/会员报表'))
smp <- fls %>% llply(., function(x) {
dtt <- x %>% str_replace_all('.xls', '') %>% ymd
smpp <- read_excel(paste0('data/会员报表/', x)) %>%
.[-nrow(.),]
data.frame('日期' = dtt, smpp)
}) %>% bind_rows %>%
as_tibble %>%
mutate('用户账号' = factor(用户账号),
'等级' = factor(等级),
'上级代理' = factor(上级代理),
'盈率' = as.numeric(percent(盈率))) %>%
mutate_if(is.character, as.numeric)
rm(fls)
smp %>% datatable(
caption = "会员报表数据",
escape = FALSE, filter = 'top', rownames = FALSE,
extensions = list('ColReorder' = NULL, 'RowReorder' = NULL,
'Buttons' = NULL, 'Responsive' = NULL),
options = list(dom = 'BRrltpi', autoWidth = TRUE, scrollX = TRUE,
lengthMenu = list(c(10, 50, 100, 500, -1),
c('10', '50', '100', '500', 'All')),
ColReorder = TRUE, rowReorder = TRUE,
buttons = list('copy', 'print',
list(extend = 'collection',
buttons = c('csv', 'excel', 'pdf'),
text = 'Download'), I('colvis'))))
```
上图显示从`r smp$'日期' %>% range %>% .[1]`到`r smp$'日期' %>% range %>% .[2]`的会员报表数据。
<br>
<br>
## 分析数据
<br>
```{r}
lv_sum <- smp %>%
group_by(日期, 等级) %>%
group_split() %>%
llply(., function(x) {
x1 <- x[,c(1, 3)]
x2 <- x[,-c(1:4)]
data.frame(x1[1,], '投注人数' = nrow(x), t(colSums(x2))) %>%
mutate(`盈率` = 盈利 / 有效总投注)
}) %>% bind_rows %>% as_tibble
lv_mean <- smp %>%
group_by(日期, 等级) %>%
group_split() %>%
llply(., function(x) {
x1 <- x[,c(1, 3)]
x2 <- x[,-c(1:4)]
data.frame(x1[1,], '投注人数' = nrow(x), t(colMeans(x2))) %>%
mutate(`盈率` = 盈利 / 有效总投注)
}) %>% bind_rows %>% as_tibble
```
下个章节将以：
- **等级**为标准，然后以**总额**来分析什么等级的会员为公司带来的商业效应。
- **等级**为标准，然后以**平均值**来分析什么等级的会员为公司带来的商业效应。
<br>
<br>
# 绘图
<br>
## 等级（总额）
<br>
### 投注人数
<br>
```{r, eval = FALSE}
smp %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(投注人数, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%
e_title(text = '等级', subtext = '投注人数', left = 'center') %>%
e_axis_labels(x = '日期', y = '投注人数') %>%
e_x_axis(日期, axisPointer = list(show = TRUE)) %>%
e_legend(
orient = 'vertical',
type = c('scroll'),
#selectedMode = 'multiple', #https://echarts.apache.org/en/option.html#legend
#selected = list('等级'),
left = 0, top = 80) %>%
e_grid(left = 150, top = 90) %>%
#e_theme('shine') %>%
e_toolbox_feature('saveAsImage', title = '截图')
```
```{r}
lv_sum %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(投注人数, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%
e_title(text = '等级', subtext = '投注人数', left = 'center') %>%
e_axis_labels(x = '日期', y = '投注人数') %>%
e_x_axis(日期, axisPointer = list(show = TRUE)) %>%
e_legend(
orient = 'vertical',
type = c('scroll'),
#selectedMode = 'multiple', #https://echarts.apache.org/en/option.html#legend
#selected = list('等级'),
left = 0, top = 80) %>%
e_grid(left = 150, top = 90) %>%
#e_theme('shine') %>%
e_toolbox_feature('saveAsImage', title = '截图')
```
上图显示从`r smp$'日期' %>% range %>% .[1]`到`r smp$'日期' %>% range %>% .[2]`的**投注人数**，默认设置显示所有等级，可以点击等级筛选焦点等级。
<br>
### 会员余额
<br>
```{r, eval = FALSE}
smp %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(会员余额, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%
e_title(text = '等级', subtext = '会员余额', left = 'center') %>%
e_axis_labels(x = '日期', y = '会员余额') %>%
e_x_axis(日期, axisPointer = list(show = TRUE)) %>%
e_legend(
orient = 'vertical',
type = c('scroll'),
#selectedMode = 'multiple', #https://echarts.apache.org/en/option.html#legend
#selected = list('等级'),
left = 0, top = 80) %>%
e_grid(left = 150, top = 90) %>%
#e_theme('shine') %>%
e_toolbox_feature('saveAsImage', title = '截图')
```
```{r}
lv_sum %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(会员余额, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%
e_title(text = '等级', subtext = '会员余额', left = 'center') %>%
e_axis_labels(x = '日期', y = '会员余额') %>%
e_x_axis(日期, axisPointer = list(show = TRUE)) %>%
e_legend(
orient = 'vertical',
type = c('scroll'),
#selectedMode = 'multiple', #https://echarts.apache.org/en/option.html#legend
#selected = list('等级'),
left = 0, top = 80) %>%
e_grid(left = 150, top = 90) %>%
#e_theme('shine') %>%
e_toolbox_feature('saveAsImage', title = '截图')
```
上图显示从`r smp$'日期' %>% range %>% .[1]`到`r smp$'日期' %>% range %>% .[2]`的**会员余额**，默认设置显示所有等级，可以点击等级筛选焦点等级。
<br>
### 充值金额
<br>
```{r, eval = FALSE}
smp %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(充值金额, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%
e_title(text = '等级', subtext = '充值金额', left = 'center') %>%
e_axis_labels(x = '日期', y = '充值金额') %>%
e_x_axis(日期, axisPointer = list(show = TRUE)) %>%
e_legend(
orient = 'vertical',
type = c('scroll'),
#selectedMode = 'multiple', #https://echarts.apache.org/en/option.html#legend
#selected = list('等级'),
left = 0, top = 80) %>%
e_grid(left = 150, top = 90) %>%
#e_theme('shine') %>%
e_toolbox_feature('saveAsImage', title = '截图')
```
```{r}
lv_sum %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(充值金额, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%
e_title(text = '等级', subtext = '充值金额', left = 'center') %>%
e_axis_labels(x = '日期', y = '充值金额') %>%
e_x_axis(日期, axisPointer = list(show = TRUE)) %>%
e_legend(
orient = 'vertical',
type = c('scroll'),
#selectedMode = 'multiple', #https://echarts.apache.org/en/option.html#legend
#selected = list('等级'),
left = 0, top = 80) %>%
e_grid(left = 150, top = 90) %>%
#e_theme('shine') %>%
e_toolbox_feature('saveAsImage', title = '截图')
```
上图显示从`r smp$'日期' %>% range %>% .[1]`到`r smp$'日期' %>% range %>% .[2]`的**充值金额**，默认设置显示所有等级，可以点击等级筛选焦点等级。
<br>
### 提现金额
<br>
```{r, eval = FALSE}
smp %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(提现金额, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%
e_title(text = '等级', subtext = '提现金额', left = 'center') %>%
e_axis_labels(x = '日期', y = '提现金额') %>%
e_x_axis(日期, axisPointer = list(show = TRUE)) %>%
e_legend(
orient = 'vertical',
type = c('scroll'),
#selectedMode = 'multiple', #https://echarts.apache.org/en/option.html#legend
#selected = list('等级'),
left = 0, top = 80) %>%
e_grid(left = 150, top = 90) %>%
#e_theme('shine') %>%
e_toolbox_feature('saveAsImage', title = '截图')
```
```{r}
lv_sum %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(提现金额, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%
e_title(text = '等级', subtext = '提现金额', left = 'center') %>%
e_axis_labels(x = '日期', y = '提现金额') %>%
e_x_axis(日期, axisPointer = list(show = TRUE)) %>%
e_legend(
orient = 'vertical',
type = c('scroll'),
#selectedMode = 'multiple', #https://echarts.apache.org/en/option.html#legend
#selected = list('等级'),
left = 0, top = 80) %>%
e_grid(left = 150, top = 90) %>%
#e_theme('shine') %>%
e_toolbox_feature('saveAsImage', title = '截图')
```
上图显示从`r smp$'日期' %>% range %>% .[1]`到`r smp$'日期' %>% range %>% .[2]`的**提现金额**，默认设置显示所有等级，可以点击等级筛选焦点等级。
<br>
### 有效总投注
<br>
```{r, eval = FALSE}
smp %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(有效总投注, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%
e_title(text = '等级', subtext = '有效总投注', left = 'center') %>%
e_axis_labels(x = '日期', y = '有效总投注') %>%
e_x_axis(日期, axisPointer = list(show = TRUE)) %>%
e_legend(
orient = 'vertical',
type = c('scroll'),
#selectedMode = 'multiple', #https://echarts.apache.org/en/option.html#legend
#selected = list('等级'),
left = 0, top = 80) %>%
e_grid(left = 150, top = 90) %>%
#e_theme('shine') %>%
e_toolbox_feature('saveAsImage', title = '截图')
```
```{r}
lv_sum %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(有效总投注, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%
e_title(text = '等级', subtext = '有效总投注', left = 'center') %>%
e_axis_labels(x = '日期', y = '有效总投注') %>%
e_x_axis(日期, axisPointer = list(show = TRUE)) %>%
e_legend(
orient = 'vertical',
type = c('scroll'),
#selectedMode = 'multiple', #https://echarts.apache.org/en/option.html#legend
#selected = list('等级'),
left = 0, top = 80) %>%
e_grid(left = 150, top = 90) %>%
#e_theme('shine') %>%
e_toolbox_feature('saveAsImage', title = '截图')
```
上图显示从`r smp$'日期' %>% range %>% .[1]`到`r smp$'日期' %>% range %>% .[2]`的**有效总投注**，默认设置显示所有等级，可以点击等级筛选焦点等级。
<br>
### 中奖总金额
<br>
```{r, eval = FALSE}
smp %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(中奖总金额, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%
e_title(text = '等级', subtext = '中奖总金额', left = 'center') %>%
e_axis_labels(x = '日期', y = '中奖总金额') %>%
e_x_axis(日期, axisPointer = list(show = TRUE)) %>%
e_legend(
orient = 'vertical',
type = c('scroll'),
#selectedMode = 'multiple', #https://echarts.apache.org/en/option.html#legend
#selected = list('等级'),
left = 0, top = 80) %>%
e_grid(left = 150, top = 90) %>%
#e_theme('shine') %>%
e_toolbox_feature('saveAsImage', title = '截图')
```
```{r}
lv_sum %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(中奖总金额, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%
e_title(text = '等级', subtext = '中奖总金额', left = 'center') %>%
e_axis_labels(x = '日期', y = '中奖总金额') %>%
e_x_axis(日期, axisPointer = list(show = TRUE)) %>%
e_legend(
orient = 'vertical',
type = c('scroll'),
#selectedMode = 'multiple', #https://echarts.apache.org/en/option.html#legend
#selected = list('等级'),
left = 0, top = 80) %>%
e_grid(left = 150, top = 90) %>%
#e_theme('shine') %>%
e_toolbox_feature('saveAsImage', title = '截图')
```
上图显示从`r smp$'日期' %>% range %>% .[1]`到`r smp$'日期' %>% range %>% .[2]`的**中奖总金额**，默认设置显示所有等级，可以点击等级筛选焦点等级。
<br>
### 下级返点
<br>
```{r, eval = FALSE}
smp %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(下级返点, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%
e_title(text = '等级', subtext = '下级返点', left = 'center') %>%
e_axis_labels(x = '日期', y = '下级返点') %>%
e_x_axis(日期, axisPointer = list(show = TRUE)) %>%
e_legend(
orient = 'vertical',
type = c('scroll'),
#selectedMode = 'multiple', #https://echarts.apache.org/en/option.html#legend
#selected = list('等级'),
left = 0, top = 80) %>%
e_grid(left = 150, top = 90) %>%
#e_theme('shine') %>%
e_toolbox_feature('saveAsImage', title = '截图')
```
```{r}
lv_sum %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(下级返点, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%
e_title(text = '等级', subtext = '下级返点', left = 'center') %>%
e_axis_labels(x = '日期', y = '下级返点') %>%
e_x_axis(日期, axisPointer = list(show = TRUE)) %>%
e_legend(
orient = 'vertical',
type = c('scroll'),
#selectedMode = 'multiple', #https://echarts.apache.org/en/option.html#legend
#selected = list('等级'),
left = 0, top = 80) %>%
e_grid(left = 150, top = 90) %>%
#e_theme('shine') %>%
e_toolbox_feature('saveAsImage', title = '截图')
```
上图显示从`r smp$'日期' %>% range %>% .[1]`到`r smp$'日期' %>% range %>% .[2]`的**下级返点**，默认设置显示所有等级，可以点击等级筛选焦点等级。
<br>
### 自身返点
<br>
```{r, eval = FALSE}
smp %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(自身返点, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%
e_title(text = '等级', subtext = '自身返点', left = 'center') %>%
e_axis_labels(x = '日期', y = '自身返点') %>%
e_x_axis(日期, axisPointer = list(show = TRUE)) %>%
e_legend(
orient = 'vertical',
type = c('scroll'),
#selectedMode = 'multiple', #https://echarts.apache.org/en/option.html#legend
#selected = list('等级'),
left = 0, top = 80) %>%
e_grid(left = 150, top = 90) %>%
#e_theme('shine') %>%
e_toolbox_feature('saveAsImage', title = '截图')
```
```{r}
lv_sum %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(自身返点, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%
e_title(text = '等级', subtext = '自身返点', left = 'center') %>%
e_axis_labels(x = '日期', y = '自身返点') %>%
e_x_axis(日期, axisPointer = list(show = TRUE)) %>%
e_legend(
orient = 'vertical',
type = c('scroll'),
#selectedMode = 'multiple', #https://echarts.apache.org/en/option.html#legend
#selected = list('等级'),
left = 0, top = 80) %>%
e_grid(left = 150, top = 90) %>%
#e_theme('shine') %>%
e_toolbox_feature('saveAsImage', title = '截图')
```
上图显示从`r smp$'日期' %>% range %>% .[1]`到`r smp$'日期' %>% range %>% .[2]`的**自身返点**，默认设置显示所有等级，可以点击等级筛选焦点等级。
<br>
### 代理佣金
<br>
```{r, eval = FALSE}
smp %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(代理佣金, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%
e_title(text = '等级', subtext = '代理佣金', left = 'center') %>%
e_axis_labels(x = '日期', y = '代理佣金') %>%
e_x_axis(日期, axisPointer = list(show = TRUE)) %>%
e_legend(
orient = 'vertical',
type = c('scroll'),
#selectedMode = 'multiple', #https://echarts.apache.org/en/option.html#legend
#selected = list('等级'),
left = 0, top = 80) %>%
e_grid(left = 150, top = 90) %>%
#e_theme('shine') %>%
e_toolbox_feature('saveAsImage', title = '截图')
```
```{r}
lv_sum %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(代理佣金, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%
e_title(text = '等级', subtext = '代理佣金', left = 'center') %>%
e_axis_labels(x = '日期', y = '代理佣金') %>%
e_x_axis(日期, axisPointer = list(show = TRUE)) %>%
e_legend(
orient = 'vertical',
type = c('scroll'),
#selectedMode = 'multiple', #https://echarts.apache.org/en/option.html#legend
#selected = list('等级'),
left = 0, top = 80) %>%
e_grid(left = 150, top = 90) %>%
#e_theme('shine') %>%
e_toolbox_feature('saveAsImage', title = '截图')
```
上图显示从`r smp$'日期' %>% range %>% .[1]`到`r smp$'日期' %>% range %>% .[2]`的**代理佣金**，默认设置显示所有等级，可以点击等级筛选焦点等级。
<br>
### 总活动礼金
<br>
```{r, eval = FALSE}
smp %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(总活动礼金, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%
e_title(text = '等级', subtext = '总活动礼金', left = 'center') %>%
e_axis_labels(x = '日期', y = '总活动礼金') %>%
e_x_axis(日期, axisPointer = list(show = TRUE)) %>%
e_legend(
orient = 'vertical',
type = c('scroll'),
#selectedMode = 'multiple', #https://echarts.apache.org/en/option.html#legend
#selected = list('等级'),
left = 0, top = 80) %>%
e_grid(left = 150, top = 90) %>%
#e_theme('shine') %>%
e_toolbox_feature('saveAsImage', title = '截图')
```
```{r}
lv_sum %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(总活动礼金, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%
e_title(text = '等级', subtext = '总活动礼金', left = 'center') %>%
e_axis_labels(x = '日期', y = '总活动礼金') %>%
e_x_axis(日期, axisPointer = list(show = TRUE)) %>%
e_legend(
orient = 'vertical',
type = c('scroll'),
#selectedMode = 'multiple', #https://echarts.apache.org/en/option.html#legend
#selected = list('等级'),
left = 0, top = 80) %>%
e_grid(left = 150, top = 90) %>%
#e_theme('shine') %>%
e_toolbox_feature('saveAsImage', title = '截图')
```
上图显示从`r smp$'日期' %>% range %>% .[1]`到`r smp$'日期' %>% range %>% .[2]`的**总活动礼金**，默认设置显示所有等级，可以点击等级筛选焦点等级。
<br>
### 存款优惠
<br>
```{r, eval = FALSE}
smp %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(存款优惠, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%
e_title(text = '等级', subtext = '存款优惠', left = 'center') %>%
e_axis_labels(x = '日期', y = '存款优惠') %>%
e_x_axis(日期, axisPointer = list(show = TRUE)) %>%
e_legend(
orient = 'vertical',
type = c('scroll'),
#selectedMode = 'multiple', #https://echarts.apache.org/en/option.html#legend
#selected = list('等级'),
left = 0, top = 80) %>%
e_grid(left = 150, top = 90) %>%
#e_theme('shine') %>%
e_toolbox_feature('saveAsImage', title = '截图')
```
```{r}
lv_sum %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(存款优惠, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%
e_title(text = '等级', subtext = '存款优惠', left = 'center') %>%
e_axis_labels(x = '日期', y = '存款优惠') %>%
e_x_axis(日期, axisPointer = list(show = TRUE)) %>%
e_legend(
orient = 'vertical',
type = c('scroll'),
#selectedMode = 'multiple', #https://echarts.apache.org/en/option.html#legend
#selected = list('等级'),
left = 0, top = 80) %>%
e_grid(left = 150, top = 90) %>%
#e_theme('shine') %>%
e_toolbox_feature('saveAsImage', title = '截图')
```
上图显示从`r smp$'日期' %>% range %>% .[1]`到`r smp$'日期' %>% range %>% .[2]`的**存款优惠**，默认设置显示所有等级，可以点击等级筛选焦点等级。
<br>
### 盈利
<br>
```{r, eval = FALSE}
smp %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(盈利, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%
e_title(text = '等级', subtext = '盈利', left = 'center') %>%
e_axis_labels(x = '日期', y = '盈利') %>%
e_x_axis(日期, axisPointer = list(show = TRUE)) %>%
e_legend(
orient = 'vertical',
type = c('scroll'),
#selectedMode = 'multiple', #https://echarts.apache.org/en/option.html#legend
#selected = list('等级'),
left = 0, top = 80) %>%
e_grid(left = 150, top = 90) %>%
#e_theme('shine') %>%
e_toolbox_feature('saveAsImage', title = '截图')
```
```{r}
lv_sum %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(盈利, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%
e_title(text = '等级', subtext = '盈利', left = 'center') %>%
e_axis_labels(x = '日期', y = '盈利') %>%
e_x_axis(日期, axisPointer = list(show = TRUE)) %>%
e_legend(
orient = 'vertical',
type = c('scroll'),
#selectedMode = 'multiple', #https://echarts.apache.org/en/option.html#legend
#selected = list('等级'),
left = 0, top = 80) %>%
e_grid(left = 150, top = 90) %>%
#e_theme('shine') %>%
e_toolbox_feature('saveAsImage', title = '截图')
```
上图显示从`r smp$'日期' %>% range %>% .[1]`到`r smp$'日期' %>% range %>% .[2]`的**盈利**，默认设置显示所有等级，可以点击等级筛选焦点等级。
<br>
### 盈率
<br>
```{r, eval = FALSE}
smp %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(盈率, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%
e_title(text = '等级', subtext = '盈率', left = 'center') %>%
e_axis_labels(x = '日期', y = '盈率') %>%
e_x_axis(日期, axisPointer = list(show = TRUE)) %>%
e_legend(
orient = 'vertical',
type = c('scroll'),
#selectedMode = 'multiple', #https://echarts.apache.org/en/option.html#legend
#selected = list('等级'),
left = 0, top = 80) %>%
e_grid(left = 150, top = 90) %>%
#e_theme('shine') %>%
e_toolbox_feature('saveAsImage', title = '截图')
```
```{r}
lv_sum %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(盈率, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%
e_title(text = '等级', subtext = '盈率', left = 'center') %>%
e_axis_labels(x = '日期', y = '盈率') %>%
e_x_axis(日期, axisPointer = list(show = TRUE)) %>%
e_legend(
orient = 'vertical',
type = c('scroll'),
#selectedMode = 'multiple', #https://echarts.apache.org/en/option.html#legend
#selected = list('等级'),
left = 0, top = 80) %>%
e_grid(left = 150, top = 90) %>%
#e_theme('shine') %>%
e_toolbox_feature('saveAsImage', title = '截图')
```
上图显示从`r smp$'日期' %>% range %>% .[1]`到`r smp$'日期' %>% range %>% .[2]`的**盈率**，默认设置显示所有等级，可以点击等级筛选焦点等级。
<br>
<br>
## 等级（平均值）
<br>
### 投注人数
<br>
```{r}
lv_mean %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(投注人数, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%
e_title(text = '等级', subtext = '投注人数', left = 'center') %>%
e_axis_labels(x = '日期', y = '投注人数') %>%
e_x_axis(日期, axisPointer = list(show = TRUE)) %>%
e_legend(
orient = 'vertical',
type = c('scroll'),
#selectedMode = 'multiple', #https://echarts.apache.org/en/option.html#legend
#selected = list('等级'),
left = 0, top = 80) %>%
e_grid(left = 150, top = 90) %>%
#e_theme('shine') %>%
e_toolbox_feature('saveAsImage', title = '截图')
```
上图显示从`r smp$'日期' %>% range %>% .[1]`到`r smp$'日期' %>% range %>% .[2]`的**投注人数**，默认设置显示所有等级，可以点击等级筛选焦点等级。
<br>
### 会员余额
<br>
```{r}
lv_mean %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(会员余额, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%
e_title(text = '等级', subtext = '会员余额', left = 'center') %>%
e_axis_labels(x = '日期', y = '会员余额') %>%
e_x_axis(日期, axisPointer = list(show = TRUE)) %>%
e_legend(
orient = 'vertical',
type = c('scroll'),
#selectedMode = 'multiple', #https://echarts.apache.org/en/option.html#legend
#selected = list('等级'),
left = 0, top = 80) %>%
e_grid(left = 150, top = 90) %>%
#e_theme('shine') %>%
e_toolbox_feature('saveAsImage', title = '截图')
```
上图显示从`r smp$'日期' %>% range %>% .[1]`到`r smp$'日期' %>% range %>% .[2]`的**会员余额**，默认设置显示所有等级，可以点击等级筛选焦点等级。
<br>
### 充值金额
<br>
```{r}
lv_mean %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(充值金额, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%
e_title(text = '等级', subtext = '充值金额', left = 'center') %>%
e_axis_labels(x = '日期', y = '充值金额') %>%
e_x_axis(日期, axisPointer = list(show = TRUE)) %>%
e_legend(
orient = 'vertical',
type = c('scroll'),
#selectedMode = 'multiple', #https://echarts.apache.org/en/option.html#legend
#selected = list('等级'),
left = 0, top = 80) %>%
e_grid(left = 150, top = 90) %>%
#e_theme('shine') %>%
e_toolbox_feature('saveAsImage', title = '截图')
```
上图显示从`r smp$'日期' %>% range %>% .[1]`到`r smp$'日期' %>% range %>% .[2]`的**充值金额**，默认设置显示所有等级，可以点击等级筛选焦点等级。
<br>
### 提现金额
<br>
```{r}
lv_mean %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(提现金额, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%
e_title(text = '等级', subtext = '提现金额', left = 'center') %>%
e_axis_labels(x = '日期', y = '提现金额') %>%
e_x_axis(日期, axisPointer = list(show = TRUE)) %>%
e_legend(
orient = 'vertical',
type = c('scroll'),
#selectedMode = 'multiple', #https://echarts.apache.org/en/option.html#legend
#selected = list('等级'),
left = 0, top = 80) %>%
e_grid(left = 150, top = 90) %>%
#e_theme('shine') %>%
e_toolbox_feature('saveAsImage', title = '截图')
```
上图显示从`r smp$'日期' %>% range %>% .[1]`到`r smp$'日期' %>% range %>% .[2]`的**提现金额**，默认设置显示所有等级，可以点击等级筛选焦点等级。
<br>
### 有效总投注
<br>
```{r}
lv_mean %>%
group_by(等级) %>%
e_charts(x = 日期) %>%
e_line(有效总投注, smooth = TRUE) %>%
e_datazoom(
type = 'slider',
toolbox = FALSE,
bottom = -5) %>%
e_tooltip() %>%