diff --git a/NEWS.md b/NEWS.md
index 12cc276..407527f 100644
--- a/NEWS.md
+++ b/NEWS.md
@@ -5,5 +5,5 @@ This is the first version of the package.
 Fixing a minor bug discovered by the CRAN checks. 
 
 # version 0.0.3
-Fixing a bug where the group_by-variable was hard-coded as "group". From now, any group_by column name should work. Removed the export tag from a few internal functions for a cleaner reference manual.
+Fixing a bug related to the summary for grouping variables. Removed the export tag from a few internal functions for a cleaner reference manual, and added the pkgdown site.
 
diff --git a/README.md b/README.md
index 37b959c..e1711e8 100644
--- a/README.md
+++ b/README.md
@@ -28,16 +28,15 @@ da()
 summary(da1)
 ```
 
-![Summary console output](vignettes/summary_console_printout.png)
+![Screenshot of the summary print output.](vignettes/summary_console_printout.png)
 
 To extract the results in a data frame, access "da_df" as a list object:
 
 ``` r
-
 da_results <- 
 da1$da_df
 ```
-![Print console output](vignettes/print_console_printout.png)
+![Screenshot of the da_df data frame.](vignettes/print_console_printout.png)
 
 
 
diff --git a/cran-comments.md b/cran-comments.md
index d218071..6977835 100644
--- a/cran-comments.md
+++ b/cran-comments.md
@@ -1,6 +1,6 @@
-## New version submission
+## New version (0.0.3)
 
-In this version I've fixed a bug related to the grouping. 
+In this version I've fixed a bug related to the grouping and improved documentation. 
 
 I've checked the package locally, and using the standard github CI-tools, 
 i.e. macos, windows, ubuntu. I also ran a devtools::rhub_check() to get a R-devel
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diff --git a/tests/testthat/test-disprop_analysis.R b/tests/testthat/test-disprop_analysis.R
index 23d1f00..a26cee6 100644
--- a/tests/testthat/test-disprop_analysis.R
+++ b/tests/testthat/test-disprop_analysis.R
@@ -238,10 +238,6 @@ test_that("19. The IC values match manually calculated IC-values", {
 
   all_the_same <- all(compare_pvda_to_manual$same)
 
-
-
-
-
   expect_equal(all_the_same, TRUE)
 })