diff --git a/Statistical-Monero-Logo/README.md b/Statistical-Monero-Logo/README.md
index b004cbb..9025e2b 100644
--- a/Statistical-Monero-Logo/README.md
+++ b/Statistical-Monero-Logo/README.md
@@ -1,9 +1,11 @@
 # Statistical Monero Logo
 These files create an animated gif that visually builds a Monero logo from random draws of a probability density function.
 
+![Statistical Monero Logo](Statistical-Monero-Logo.gif)
+
 The probability density function was constructed from the coordinates embedded in this SVG file:
 
-https://raw.githubusercontent.com/fluffypony/monero-logo-artefacts/master/Logo Subsequent%20Tweaks/monero%20file.svg
+https://raw.githubusercontent.com/fluffypony/monero-logo-artefacts/master/Logo%20Subsequent%20Tweaks/monero%20file.svg
 
 To create the gif, first run data-construction.R . This may take days to complete since over 50 million observations have to be drawn from a cumulative distribution function that is created through numerical integration. Then run gif-construction.R . For best results, it is recommended to install Cairo, which is software separate from R. Read gif-construction.R for more details.
 
diff --git a/Statistical-Monero-Logo/data-construction.R b/Statistical-Monero-Logo/data-construction.R
index 1f8e974..904e7ad 100644
--- a/Statistical-Monero-Logo/data-construction.R
+++ b/Statistical-Monero-Logo/data-construction.R
@@ -47,8 +47,6 @@ M.outline <- M.outline[(-1) * (which.min(M.outline$x) + 1):(which.max(M.outline$
 
 M.outline <- M.outline[(-1) * c(1, 9), ]
 
-M.outline <- M.outline
-
 M.outline$x <- M.outline$x - min(M.outline$x)
 M.outline$x <- M.outline$x / max(M.outline$x)
 
@@ -88,7 +86,7 @@ for ( i in 3:48) {
   save(generated.logo.observations, file = "generated-logo-observations.Rdata")
   # When i = 48, y will be length 57280991
   
-  print(paste(i, length(generated.logo.observations) )
+  print(paste(i, length(generated.logo.observations) ))
 }