diff --git a/SD/20240321_0_R实践课程/index.qmd b/SD/20240321_0_R实践课程/index.qmd index 40336bb..682c39f 100644 --- a/SD/20240321_0_R实践课程/index.qmd +++ b/SD/20240321_0_R实践课程/index.qmd @@ -49,7 +49,7 @@ knitr::opts_chunk$set(echo = TRUE) - 采用`R语言`+`quarto`完成 - 网页公开：[https://drwater.rcees.ac.cn/course/public/RWEP/\@PUB/index.html](https://drwater.rcees.ac.cn/course/public/RWEP/@PUB/index.html) - 课件代码：[https://drwater.rcees.ac.cn/git/course/RWEP.git](https://drwater.rcees.ac.cn/git/course/RWEP.git) -- 代码web界面： [https://on.tty-share.com/s/hWkn5_eF6rfZuAyJu8sheMgrcRzx6AZ2m7V32IphFHs7gn-vP9WYOeVEYtH8a-bGTuM/](https://on.tty-share.com/s/hWkn5_eF6rfZuAyJu8sheMgrcRzx6AZ2m7V32IphFHs7gn-vP9WYOeVEYtH8a-bGTuM/) +- 代码web界面：[https://on.tty-share.com/s/ny3JVrMuvUNOmnuioS3I7YEeVCi5Hk3Qc9vgz2QdX0FE2cYAQZFW2MUOkQyG0P5ZUR8/](https://on.tty-share.com/s/ny3JVrMuvUNOmnuioS3I7YEeVCi5Hk3Qc9vgz2QdX0FE2cYAQZFW2MUOkQyG0P5ZUR8/) ## 如何学习接下来的内容？ diff --git a/SD/20240326_1_codestyle/index.qmd b/SD/20240326_1_codestyle/index.qmd index a914a93..b6b2bd5 100644 --- a/SD/20240326_1_codestyle/index.qmd +++ b/SD/20240326_1_codestyle/index.qmd @@ -36,7 +36,6 @@ library(tidyverse) library(nycflights13) ``` - ## tidy data ```{r} @@ -136,14 +135,20 @@ flights|>filter(dest=="IAH")|> group_by(year,month,day)|>summarize(n=n(), delay=mean(arr_delay,na.rm=TRUE))|>filter(n>10) -flights|>filter(carrier=="UA", - dest%in%c("IAH","HOU"),sched_dep_time> -0900,sched_arr_time<2000)|>group_by(flight)|> - summarize(delay=mean( -arr_delay,na.rm=TRUE),cancelled=sum(is.na(arr_delay)), - n=n())|>filter(n>10) ``` +## 练习 + +```{r} +#| eval: false +flights |> + filter(dest == "IAH") |> + group_by(year, month, day) |> + summarize(n = n(), + delay = mean(arr_delay, na.rm = TRUE)) |> + filter(n > 10) + +``` ## quarto diff --git a/SD/20240326_2_dataimport/index.qmd b/SD/20240326_2_dataimport/index.qmd index 46fa2b1..56d9905 100644 --- a/SD/20240326_2_dataimport/index.qmd +++ b/SD/20240326_2_dataimport/index.qmd @@ -274,12 +274,27 @@ geom_point(aes(fill = Area)) + dwfun::theme_sci() ``` + +## 练习 + +```{r} +#| eval: false +metadf <- readxl::read_xlsx("../../data/airquality.xlsx") +dir.create("../../data/metacity2/") +metadf |> + nest(sitedf = -site) |> + mutate(flag = purrr::map2(site, sitedf, + ~ writexl::write_xlsx(.y, paste0("../../data/metacity2/", .x, ".xlsx")))) +``` + + ## 练习 ```{r} #| include: false #| eval: false if (FALSE) { + require(tidyverse) conn <- cctdb::get_dbconn("nationalairquality") metadf <- tbl(conn, "metadf") |> collect() diff --git a/SD/20240326_3_datatransform/index.qmd b/SD/20240326_3_datatransform/index.qmd index 7e45780..c93ebff 100644 --- a/SD/20240326_3_datatransform/index.qmd +++ b/SD/20240326_3_datatransform/index.qmd @@ -1208,6 +1208,21 @@ semi_join(df1, df2, by = "id") ``` +## 练习 + +合并`airquality.xlsx`中的数据。 + + + +## 练习 + +统计各城市白天与晚上的大气质量差异，计算不同指标差异最大的10个城市。 + + + + + + ## 欢迎讨论！{.center} diff --git a/SD/20240326_9_课后作业/index.qmd b/SD/20240326_9_课后作业/index.qmd index fac39a7..5826487 100644 --- a/SD/20240326_9_课后作业/index.qmd +++ b/SD/20240326_9_课后作业/index.qmd @@ -37,8 +37,8 @@ require(learnr) ## 第7次课后作业 -1. 根据`airqualitydf.xlsx`，按采样点统计周末2天与工作日5天中空气质量指数（AQI）中位数，按城市统计低于所有采样点AQI30%分位值的采样点占比，列出上述占比最高的10个城市（不考虑采样点数低于5个的城市）。 -2. 按照不同城市分组，统计周末2天与工作日5天AQI中位数是否具有显著差异。 +1. 根据`airqualitydf.xlsx`，按采样点统计白天（8:00-20:00）与夜晚（20:00-8:00）中空气质量指数（AQI）中位数，按城市统计低于所有采样点AQI30%分位值的采样点占比，列出上述占比最高的10个城市（不考虑采样点数低于5个的城市）。 +2. 按照不同城市分组，统计白天与夜晚AQI中位数是否具有显著差异。 作业模板：[第7次课后作业_模板.qmd](https://drwater.rcees.ac.cn/git/course/RWEP/raw/branch/main/SD/20240326_9_课后作业/第7次课后作业_模板.qmd) diff --git a/SD/20240326_9_课后作业/第7次课后作业_模板.qmd b/SD/20240326_9_课后作业/第7次课后作业_模板.qmd index e9777d8..7f9d54d 100644 --- a/SD/20240326_9_课后作业/第7次课后作业_模板.qmd +++ b/SD/20240326_9_课后作业/第7次课后作业_模板.qmd @@ -18,8 +18,8 @@ total ``` -# 根据`airqualitydf.xlsx`，按采样点统计周末2天与工作日5天中空气质量指数（AQI）中位数，按城市统计低于所有采样点AQI30%分位值的采样点占比，列出上述占比最高的10个城市（不考虑采样点数低于5个的城市）。 +# 根据`airqualitydf.xlsx`，按采样点统计白天（8:00-20:00）与夜晚（20:00-8:00）中空气质量指数（AQI）中位数，按城市统计低于所有采样点AQI30%分位值的采样点占比，列出上述占比最高的10个城市（不考虑采样点数低于5个的城市）。 -# 按照不同城市分组，统计周末2天与工作日5天AQI中位数是否具有显著差异。 +# 按照不同城市分组，统计白天与夜晚AQI中位数是否具有显著差异。 diff --git a/_quarto.yml b/_quarto.yml index efd4286..c6b52a9 100644 --- a/_quarto.yml +++ b/_quarto.yml @@ -24,7 +24,7 @@ website: page-navigation: true page-footer: "Copyright 2024, [Ming Su](https://drwater.rcees.ac.cn)" navbar: - background: "grey" + background: "light" search: true right: - icon: house diff --git a/coding/lesson7.qmd b/coding/lesson7.qmd new file mode 100644 index 0000000..e69de29 diff --git a/data/airquality.xlsx b/data/airquality.xlsx index 652b999..0874473 100644 Binary files a/data/airquality.xlsx and b/data/airquality.xlsx differ diff --git a/data/metacity2/1001A.xlsx b/data/metacity2/1001A.xlsx new file mode 100644 index 0000000..b516e2c Binary files /dev/null and b/data/metacity2/1001A.xlsx differ diff --git a/data/metacity2/1002A.xlsx 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