diff --git a/docs/data-analysis.md b/docs/data-analysis.md
index d02a00ad9..1bf781c4d 100644
--- a/docs/data-analysis.md
+++ b/docs/data-analysis.md
@@ -106,7 +106,7 @@ print(json.dumps(config, indent=2))
 ```
 
 For Interactive environments, have an additional configuration specifying `user_data_dir` and pass this in last, so you don't have to change directories while running the bot.
-Best avoid relative paths, since this starts at the storage location of the jupyter notebook, unless the folder is changed.
+Best avoid relative paths, since this starts at the storage location of the jupyter notebook, unless the directory is changed.
 
 ``` json
 {