diff --git a/basics/associative-arrays.md b/basics/associative-arrays.md
index 2455391..b8fc354 100644
--- a/basics/associative-arrays.md
+++ b/basics/associative-arrays.md
@@ -1,34 +1,51 @@
 # Associative Arrays
 
-D has built-in *associative arrays* also known as hash maps.
+D has built-in *associative arrays* also known as hash maps or dictionaries.
+D's documentation often abbreviates *associative array* as _AA_.
+
 An associative array with a key type of `string` and a value type
 of `int` is declared as follows:
 
     int[string] arr;
 
+This can be thought of as an associative array of `int` values, each
+accessed by a `string` key.
+
+It is perfectly possible to use different key and value types,
+e.g., `double[string]` could be used to hold `double`'s
+accessed by `string` names, or `int[int]` to create some kind
+of index table that uses one `int` to find another.
+
 The value can be accessed by its key and thus be set:
 
-    arr["key1"] = 10;
+    arr["key1"] = 10; // insert or update
+    auto value = arr["key1"]; // get: value == 10
+    
+In the first statement above, if `"key1"` is _not_ in the associative
+array, it will be inserted with a value of `10`. Otherwise, it will
+have its value replaced with `10`.
 
-To test whether a key is located in the associative array, the
-`in` expression can be used:
+To test whether a key is contained in an associative array, use an
+`in` expression:
 
     if ("key1" in arr)
         writeln("Yes");
 
-The `in` expression returns a pointer to the value if it
-can be found or a `null` pointer otherwise. Thus existence check
-and writes can be conveniently combined:
+The `in` expression returns a pointer to the value corresponding
+to the key - or a `null` pointer if the key isn't in the
+associative array. This makes it possible to combine an existence
+check with an update:
 
     if (auto val = "key1" in arr)
         *val = 20;
 
-Access to a key which doesn't exist yields a `RangeError`
+Attempting to access a key which doesn't exist yields a `RangeError`
 that immediately aborts the application. For safe access
 with a default value, `get(key, defaultValue)` can be used.
 
-AA's have the `.length` property like arrays and provide
-a `.remove(val)` member to remove entries by their key.
+Associative array's have a `.length` property that returns how many
+key-value items it has. Associative arrays also provide
+a `.remove(key)` member to remove entries by their key.
 It is left as an exercise to the reader to explore
 the special `.byKey` and `.byValue` ranges.