diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..6c0da7c
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,7 @@
+.Rproj.user
+.Rhistory
+.RData
+.Ruserdata
+
+*.jpg
+*.csv
\ No newline at end of file
diff --git a/Collections-OCR.Rproj b/Collections-OCR.Rproj
new file mode 100644
index 0000000..8e3c2eb
--- /dev/null
+++ b/Collections-OCR.Rproj
@@ -0,0 +1,13 @@
+Version: 1.0
+
+RestoreWorkspace: Default
+SaveWorkspace: Default
+AlwaysSaveHistory: Default
+
+EnableCodeIndexing: Yes
+UseSpacesForTab: Yes
+NumSpacesForTab: 2
+Encoding: UTF-8
+
+RnwWeave: Sweave
+LaTeX: pdfLaTeX
diff --git a/ocrMangle.R b/ocrMangle.R
index 07097db..c62e106 100644
--- a/ocrMangle.R
+++ b/ocrMangle.R
@@ -3,7 +3,7 @@
 # (c) 2019 The Field Museum - MIT License (https://opensource.org/licenses/MIT)
 # https://github.com/fieldmuseum/Collections-OCR
 
-
+library(tidyr)
 library(magick)
 library(stringr)
 library(tesseract)
@@ -53,6 +53,7 @@ ocrText <- separate(imagesOCR, text,
                     sep = "\n",
                     extra = "merge", fill = "right")
 
+
 # export CSV
 write.csv(ocrText, 
           paste0("ocrText-",