differences for PR #700

Author: actions-user

01-run-quit.md

@@ -355,7 +355,7 @@ Table: Showing some markdown syntax and its rendered output.
 | ```                                   | <p></p>                                        |
 | 1.   Use numbers                      | 1.   Use numbers                               |
 | 1.   to create                        | 2.   to create                                 |
-| 1.   numbered lists.                  | 3.   numbered lists.                           |
+| 1.   bullet lists.                    | 3.   numbered lists.                           |
 | ```                                   |                                                |
 +---------------------------------------+------------------------------------------------+
 +---------------------------------------+------------------------------------------------+

03-types-conversion.md

@@ -173,29 +173,55 @@ half is 0.5
 three squared is 9.0
 ```
 
-## Variables only change value when something is assigned to them.
+## Assignment changes the value of a variable, it does not create links between variables.
+
+- In the spreadsheet context,
+  - If we use a formula to connect one cell to another,
+    and update the latter,
+    the former updates automatically.
+  - In contrast, if we copy one cell and paste its contents into another cell,
+    the second cell will not update if the first cell changes.
+    To update the second cell, we would need to copy and paste again.
+- Assignment (the `=` operator) in python works like copy and paste in spreadsheets
+    not like a spreadsheet formula connecting the two cells.
+    In other words, after a variable is used to assign a value to another variable,
+    reassigning the first variable does not change the second variable.
+
+To demonstrate this:
 
-- If we make one cell in a spreadsheet depend on another,
-  and update the latter,
-  the former updates automatically.
-- This does **not** happen in programming languages.
+```python
+a = 1
+b = a
+a = 2
+print('a is', a, 'and b is', b)
+```
+
+```output
+a is 2 and b is 1
+```
+
+When `b = a` is run, `a`'s value (`1`) is assigned to `b`, but no ongoing link is created between `a` and `b`.
+
+Here is a slightly more complicated example involving computation on the second value:
 
 ```python
 variable_one = 1
 variable_two = 5 * variable_one
 variable_one = 2
-print('first is', variable_one, 'and second is', variable_two)
+print('variable_one is', variable_one, 'and variable_two is', variable_two)
 ```
 
 ```output
-first is 2 and second is 5
+variable_one is 2 and variable_two is 5
 ```
 
-- The computer reads the value of `variable_one` when doing the multiplication,
+- Python reads the value of `variable_one` when doing the multiplication,
   creates a new value, and assigns it to `variable_two`.
-- Afterwards, the value of `variable_two` is set to the new value and *not dependent on `variable_one`* so its value
+- Afterwards, `variable_two` is set to this new value and *is not dependent on `variable_one`* so its value
   does not automatically change when `variable_one` changes.
 
+Some data types that we haven't encountered yet (e.g. _lists_, _dictionaries_, and _objects_) have "links" inside them so they behave somewhat differently when you assign values to their *contents*. An example of this is shown in [Episode 12: Lists](../11-lists.md#copying-or-not). Assigning a list value to a new variable is like copying and pasting a formula from one cell to another. When you update an item in that list with the new value, you're updating that item in the original list as well. 
+
 :::::::::::::::::::::::::::::::::::::::  challenge
 
 ## Fractions

16-writing-functions.md

@@ -58,8 +58,6 @@ print_greeting()
 
 ```output
 Hello!
-The weather is nice today.
-Right?
 ```
 
 ## Arguments in a function call are matched to its defined parameters.

md5sum.txt

@@ -4,9 +4,9 @@
 "config.yaml" "4c8c3b66083d754c51eae2c277d24ca0" "site/built/config.yaml" "2023-05-02"
 "index.md" "f019634aead94a6e24c7b0a414239caa" "site/built/index.md" "2023-05-03"
 "links.md" "e64df47952f39ef6e4439db795b92c15" "site/built/links.md" "2024-12-10"
-"episodes/01-run-quit.md" "e3ee1d5249e686f45310919199b6ed8f" "site/built/01-run-quit.md" "2025-11-12"
+"episodes/01-run-quit.md" "ca5737c8a9dc8c8e16f8320550a93787" "site/built/01-run-quit.md" "2025-11-17"
 "episodes/02-variables.md" "9dacd8cd9968b5d0185f0c244a55eb84" "site/built/02-variables.md" "2023-05-02"
-"episodes/03-types-conversion.md" "9e3a08116a2124cd8e23d1d7c5dba432" "site/built/03-types-conversion.md" "2023-05-02"
+"episodes/03-types-conversion.md" "cb50f1c6770a17454cb02c6731a4ba9b" "site/built/03-types-conversion.md" "2025-11-17"
 "episodes/04-built-in.md" "e91afeb3e74fb132970be01eaae403ca" "site/built/04-built-in.md" "2025-04-01"
 "episodes/05-coffee.md" "c7616ec40b9e611c47b2bac1e11c47d2" "site/built/05-coffee.md" "2023-05-02"
 "episodes/06-libraries.md" "96899c58843e51f10eb84a8ac20ebb90" "site/built/06-libraries.md" "2023-05-02"
@@ -19,7 +19,7 @@
 "episodes/13-conditionals.md" "2739086f688f386c32ce56400c6b27e2" "site/built/13-conditionals.md" "2024-02-16"
 "episodes/14-looping-data-sets.md" "9893b774bd5d583592d39a66f69ea68a" "site/built/14-looping-data-sets.md" "2024-12-03"
 "episodes/15-coffee.md" "062bae79eb17ee57f183b21658a8d813" "site/built/15-coffee.md" "2023-05-02"
-"episodes/16-writing-functions.md" "15b3da2d04c9f704ed5615a742cd5d5d" "site/built/16-writing-functions.md" "2025-11-17"
+"episodes/16-writing-functions.md" "a87b7fd96770bd8c24d695ef529b93ce" "site/built/16-writing-functions.md" "2025-11-17"
 "episodes/17-scope.md" "8109afb18f278a482083d867ad80da6e" "site/built/17-scope.md" "2023-05-02"
 "episodes/18-style.md" "67f9594a062909ef15132811d02ee6a0" "site/built/18-style.md" "2023-07-29"
 "episodes/19-wrap.md" "8863b58685fecbc89a6f5058bde50307" "site/built/19-wrap.md" "2023-05-02"