diff --git a/.Rbuildignore b/.Rbuildignore
index e95e739..4118cfa 100644
--- a/.Rbuildignore
+++ b/.Rbuildignore
@@ -1,3 +1,4 @@
+^CRAN-RELEASE$
 ^cran-comments\.md$
 ^docs$
 ^_pkgdown\.yml$
diff --git a/CRAN-RELEASE b/CRAN-RELEASE
new file mode 100644
index 0000000..3f1ab16
--- /dev/null
+++ b/CRAN-RELEASE
@@ -0,0 +1,2 @@
+This package was submitted to CRAN on 2019-05-13.
+Once it is accepted, delete this file and tag the release (commit 104fcbd3a7).
diff --git a/DESCRIPTION b/DESCRIPTION
index 7f916de..23b5a2c 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -15,10 +15,10 @@ Authors@R: c(
     email = "malcolmbarrett@gmail.com", 
     comment = c(ORCID = "0000-0003-0299-5825")))
 Maintainer: Malcolm Barrett <malcolmbarrett@gmail.com>
-Description: A fast and flexible framework for agglomerative partitioning. partition uses an approach 
+Description: A fast and flexible framework for agglomerative partitioning. `partition` uses an approach 
   called Direct-Measure-Reduce to create new variables that maintain the 
   user-specified minimum level of information. Each reduced variable is also interpretable:
-  the original variables map to one and only one variable in the reduced data set. partition 
+  the original variables map to one and only one variable in the reduced data set. `partition` 
   is flexible, as well: how variables are selected to reduce, how information loss is measured, 
   and the way data is reduced can all be customized.  
 Depends: 
diff --git a/README.Rmd b/README.Rmd
index 597d3df..ea1e172 100644
--- a/README.Rmd
+++ b/README.Rmd
@@ -12,7 +12,8 @@ knitr::opts_chunk$set(
   out.width = "100%"
 )
 ```
-[![Travis build status](https://travis-ci.org/USCbiostats/partition.svg?branch=master)](https://travis-ci.org/USCbiostats/partition) [![AppVeyor build status](https://ci.appveyor.com/api/projects/status/github/malcolmbarrett/partition-qaqc6?branch=master&svg=true)](https://ci.appveyor.com/project/malcolmbarrett/partition-qaqc6) [![Coverage status](https://codecov.io/gh/USCbiostats/partition/branch/master/graph/badge.svg)](https://codecov.io/github/USCbiostats/partition?branch=master)
+[![Travis build status](https://travis-ci.org/USCbiostats/partition.svg?branch=master)](https://travis-ci.org/USCbiostats/partition) [![Build status](https://ci.appveyor.com/api/projects/status/fofb9um8jqyyi6av?svg=true)](https://ci.appveyor.com/project/malcolmbarrett/partition-qaqc6)
+ [![Coverage status](https://codecov.io/gh/USCbiostats/partition/branch/master/graph/badge.svg)](https://codecov.io/github/USCbiostats/partition?branch=master)
 
 # partition
 
diff --git a/README.md b/README.md
index a311648..fd903fd 100644
--- a/README.md
+++ b/README.md
@@ -3,8 +3,8 @@
 
 [![Travis build
 status](https://travis-ci.org/USCbiostats/partition.svg?branch=master)](https://travis-ci.org/USCbiostats/partition)
-[![AppVeyor build
-status](https://ci.appveyor.com/api/projects/status/github/malcolmbarrett/partition-qaqc6?branch=master&svg=true)](https://ci.appveyor.com/project/malcolmbarrett/partition-qaqc6)
+[![Build
+status](https://ci.appveyor.com/api/projects/status/fofb9um8jqyyi6av?svg=true)](https://ci.appveyor.com/project/malcolmbarrett/partition-qaqc6)
 [![Coverage
 status](https://codecov.io/gh/USCbiostats/partition/branch/master/graph/badge.svg)](https://codecov.io/github/USCbiostats/partition?branch=master)
 
diff --git a/cran-comments.md b/cran-comments.md
index f9d00d6..0b7d018 100644
--- a/cran-comments.md
+++ b/cran-comments.md
@@ -1,3 +1,9 @@
+## Resubmission
+This is a resubmission. For this submission, I have:
+* Wrapped software name in `` in DESCRIPTION
+
+Our paper is in submission without a preprint; however, we will add this paper to the DESCRIPTION file in the next release.
+
 ## Test environments
 * local OS X install, R 3.5.3
 * ubuntu 14.04 (on travis-ci), R 3.0.0, 3.5.0, R-devel, R-release
diff --git a/man/figures/README-unnamed-chunk-2-1.png b/man/figures/README-unnamed-chunk-2-1.png
index 51398fd..15c5593 100644
Binary files a/man/figures/README-unnamed-chunk-2-1.png and b/man/figures/README-unnamed-chunk-2-1.png differ