diff --git a/lectures/python_essentials.md b/lectures/python_essentials.md
index bc8feb10..bf7532cc 100644
--- a/lectures/python_essentials.md
+++ b/lectures/python_essentials.md
@@ -470,6 +470,8 @@ data_file.close()
 
 Here `format()` is a string method [used for inserting variables into strings](https://docs.python.org/3/library/string.html#formatspec).
 
+**Issue: The text mentions using format() method, but the actual code uses f-strings. This might create confusion for learners?**
+
 The reformatting of each line is the result of three different string methods,
 the details of which can be left till later.
 
@@ -1090,4 +1092,4 @@ n = 100
 ```
 
 ```{solution-end}
-```
\ No newline at end of file
+```