diff --git a/workspaces/Asciiville/workspace.json b/workspaces/Asciiville/workspace.json
index 40660e8..3be061a 100644
--- a/workspaces/Asciiville/workspace.json
+++ b/workspaces/Asciiville/workspace.json
@@ -1,5 +1,5 @@
 {
-  "description": "Asciiville provides tools and utilities to generate and view Ascii Art",
+  "description": "Art, games, utilities, and tools to generate and view Ascii Art. Asciiville includes nearly 1,000 works of ASCII and ANSI Art!",
   "docker_registry": "https://index.docker.io/v1/",
   "image_src": "asciiville.png",
   "name": "doctorwhen/kasm:asciiville",
diff --git a/workspaces/Datascience/datascience.png b/workspaces/Datascience/datascience.png
deleted file mode 100644
index 495940a..0000000
Binary files a/workspaces/Datascience/datascience.png and /dev/null differ
diff --git a/workspaces/Datascience/workspace.json b/workspaces/Datascience/workspace.json
deleted file mode 100644
index 72adebf..0000000
--- a/workspaces/Datascience/workspace.json
+++ /dev/null
@@ -1,30 +0,0 @@
-{
-  "description": "Jupyter Notebook Scientific Stack",
-  "docker_registry": "https://index.docker.io/v1/",
-  "image_src": "datascience.png",
-  "name": "doctorwhen/kasm:jupyter-datascience",
-  "friendly_name": "Jupyter Science",
-  "cores": 2,
-  "memory": 2768,
-  "gpu_count": 0,
-  "cpu_allocation_method": "Inherit",
-  "run_config": { "hostname": "kasm-datascience" },
-  "exec_config": {
-     "first_launch": {
-       "user":"root",
-       "cmd":"bash -c 'echo \"kasm-user  ALL=(ALL) NOPASSWD: ALL\" >> /etc/sudoers'"
-     }
-  },
-  "categories": [
-    "Desktop",
-    "Development",
-    "Productivity"
-  ],
-  "architecture": [
-    "amd64"
-  ],
-  "compatibility": [
-    "1.14.x"
-  ],
-  "uncompressed_size_mb": 8671
-}
\ No newline at end of file