diff --git a/README.Rmd b/README.Rmd
index 5a54211..10214f0 100644
--- a/README.Rmd
+++ b/README.Rmd
@@ -28,7 +28,7 @@ knitr::opts_chunk$set(
 
 ## Description
 This package provides an easy way to indicate if two groups are significantly different.
-Commonly this is shown by a bar on top connecting the groups of interest which itself is annoted with the level of significance (NS, \*, \*\*, \*\*\*).
+Commonly this is shown by a bar on top connecting the groups of interest which itself is annotated with the level of significance (NS, \*, \*\*, \*\*\*).
 The package provides a single layer (geom_signif) that takes the groups for comparison and the test (t.test, wilcox etc.) and adds the annotation
 to the plot.
 
@@ -119,5 +119,5 @@ For further details go the [CRAN page](https://CRAN.R-project.org/package=ggsign
 
 *This package is provided as is and I currently don't have any plans and the capacity to add any
 new features to it. If there is nonetheless a feature which you would like to see in the package, 
-you are always welcome to submit pull request, which I will try to address as soom as possible.
+you are always welcome to submit pull request, which I will try to address as soon as possible.
 *
diff --git a/README.md b/README.md
index 751b439..c44a0a3 100644
--- a/README.md
+++ b/README.md
@@ -9,7 +9,7 @@ Easily add significance bars to your ggplots
 Description
 -----------
 
-This package provides an easy way to indicate if two groups are significantly different. Commonly this is shown by a bar on top connecting the groups of interest which itself is annoted with the level of significance (NS, \*, \*\*, \*\*\*). The package provides a single layer (geom\_signif) that takes the groups for comparison and the test (t.test, wilcox etc.) and adds the annotation to the plot.
+This package provides an easy way to indicate if two groups are significantly different. Commonly this is shown by a bar on top connecting the groups of interest which itself is annotated with the level of significance (NS, \*, \*\*, \*\*\*). The package provides a single layer (geom\_signif) that takes the groups for comparison and the test (t.test, wilcox etc.) and adds the annotation to the plot.
 
 Example
 -------
@@ -91,4 +91,4 @@ For further details go the [CRAN page](https://CRAN.R-project.org/package=ggsign
 Maintenance
 -----------
 
-*This package is provided as is and I currently don't have any plans and the capacity to add any new features to it. If there is nonetheless a feature which you would like to see in the package, you are always welcome to submit pull request, which I will try to address as soom as possible. *
+*This package is provided as is and I currently don't have any plans and the capacity to add any new features to it. If there is nonetheless a feature which you would like to see in the package, you are always welcome to submit pull request, which I will try to address as soon as possible. *
diff --git a/vignettes/intro.Rmd b/vignettes/intro.Rmd
index 544f0d4..c3f5e2f 100644
--- a/vignettes/intro.Rmd
+++ b/vignettes/intro.Rmd
@@ -22,7 +22,7 @@ So I created this package which provides a single layer `geom_signif` which can
 
 # How to use it?
 
-First load poth packages
+First load both packages
 
 ```{r}
 library(ggplot2)