Mercurial > repos > mingchen0919 > rmarkdown_fastqc_site
diff 2_per_base_N_content.Rmd @ 0:d732d4526c6d draft
planemo upload for repository https://github.com/statonlab/docker-GRReport/tree/master/my_tools/rmarkdown_fastqc_site commit ddb1f6aca7619aea2e660b1729367841b56ba4c9-dirty
author | mingchen0919 |
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date | Tue, 08 Aug 2017 10:14:46 -0400 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/2_per_base_N_content.Rmd Tue Aug 08 10:14:46 2017 -0400 @@ -0,0 +1,58 @@ +--- +title: "Per Base N Content" +output: html_document +--- + +```{r setup, include=FALSE, warning=FALSE, message=FALSE} +knitr::opts_chunk$set(echo = ECHO) +``` + +## Per Base N Content + +```{r} +PBNC_df = data.frame() +PBNC_file_paths = read.csv('PBNC_file_paths.txt', + header = TRUE, stringsAsFactors = FALSE) +for(i in 1:nrow(PBNC_file_paths)) { + # file_path = paste0('REPORT_OUTPUT_DIR/', PBNC_file_paths[i,2]) + file_path = PBNC_file_paths[i,2] + pbnc_df = read.csv(file_path, + sep='\t', header=TRUE, stringsAsFactors = FALSE) %>% + mutate(Base1=as.numeric(str_split_fixed(X.Base, '-', 2)[,1]), + Base2=as.numeric(str_split_fixed(X.Base, '-', 2)[,2])) %>% + (function (df) { + df1 = select(df, -Base2) + df2 = select(df, -Base1) %>% filter(Base2 != '') + colnames(df1) = c(colnames(df1)[1:2], 'Base') + colnames(df2) = c(colnames(df2)[1:2], 'Base') + res = rbind(df1, df2) %>% arrange(Base) + return(res) + }) + pbnc_df$sample_id = rep(PBNC_file_paths[i,1], nrow(pbnc_df)) + PBNC_df = rbind(PBNC_df, pbnc_df) +} +``` + + +```{r} +PBNC_df$N.Count = PBNC_df$N.Count * 100 +max_phred = max(PBNC_df$N.Count) + 5 +hchart(PBNC_df, "line", hcaes(x = as.character(Base), y = N.Count, group = sample_id)) %>% + hc_title( + text = "Per Base N Content" + ) %>% + hc_xAxis( + title = list(text = "Base Position") + ) %>% + hc_yAxis( + title = list(text = "N %"), + plotLines = list( + list(label = list(text = "N = 5%"), + width = 2, + dashStyle = "dash", + color = "red", + value = 5) + ) + ) %>% + hc_exporting(enabled = TRUE) +```