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Update Practical 3 Processing 16S rRNA amplicon data
authored
Jan 19, 2022
by
Coto
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Practical-3-Processing-16S-rRNA-amplicon-data.md
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@@ -204,8 +204,8 @@ First, let's load the necessary libraries:
Before we create our phyloseq object, we can import some metadata about our samples, e.g. sample type, fraction etc.
```
plaintext
> sample_metadata <- read.table("sample_metadata.csv", header=TRUE, sep="
\t
", stringsAsFactors=FALSE)
> rownames(sample_metadata) <- sample_metadata$Sample
> sample_metadata <- read.table("sample_metadata.csv", header=TRUE, sep="
,
", stringsAsFactors=FALSE)
> rownames(sample_metadata) <- sample_metadata$Sample
_name
> View(sample_metadata)
```
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@@ -308,7 +308,7 @@ Let's repeat the family level barplot with this filtered dataset
> marmic_filtered_family_barplot <- plot_bar(phyloseq_genus_abundant, fill="Family") +
```
facet_grid(
\~
Sample_group, scales="free_x") + guides(fill=guide_legend(ncol=1)) + labs(y="Relative abundance", x="Sample") + theme_bw() + theme(axis.title.x = element_text(size=12,face="bold",colour="black"), axis.title.y = element_text(size=12,face="bold",colour="black"), axis.text.x = element_text(size=10, colour="black", angle=45, hjust=1), legend.title = element_text(size=12,face="bold",colour="black"), strip.background.x = element_rect(fill="white"), strip.text.x = element_text(size=11,face="bold",colour="black")) > marmic_filtered_family_barplot
facet_grid(
<span
dir=
""
>
\~
</span>
Sample_group, scales="free_x") + guides(fill=guide_legend(ncol=1)) + labs(y="Relative abundance", x="Sample") + theme_bw() + theme(axis.title.x = element_text(size=12,face="bold",colour="black"), axis.title.y = element_text(size=12,face="bold",colour="black"), axis.text.x = element_text(size=10, colour="black", angle=45, hjust=1), legend.title = element_text(size=12,face="bold",colour="black"), strip.background.x = element_rect(fill="white"), strip.text.x = element_text(size=11,face="bold",colour="black")) > marmic_filtered_family_barplot
This looks much better, but it is hard to distinguish between some of the colours and also we should rearrange the sample order.
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