diff --git a/analyses/call_eudf_address_to_coordinates.sql b/analyses/call_eudf_address_to_coordinates.sql
index bbee7e5..90be833 100644
--- a/analyses/call_eudf_address_to_coordinates.sql
+++ b/analyses/call_eudf_address_to_coordinates.sql
@@ -1,4 +1,33 @@
--- This block of code returns the latitude, longitude, metadata, every data column
+/*
+Geocoding addresses and retrieving metadata
+
+This block of code geocodes addresses by calling an EUDF in Snowflake. 
+It retrieves the latitude, longitude, and metadata for each address from a given table table, along with all the existing data columns.
+
+Usage:
+- Uses the `address_to_coordinates` macro defined and stored in /macros folder
+- Replace `test_address__mock_data` with the name of your actual table.
+
+Returns:
+- LATITUDE: FLOAT - The latitude coordinate of the address.
+- LONGITUDE: FLOAT - The longitude coordinate of the address.
+- METADATA: VARIANT - The parsed JSON response from the geocoding EUDF.
+- All existing data columns from the specified table.
+
+Example:
+WITH geocoded AS (
+  SELECT 
+    *,
+    {{ address_to_coordinates('ADDRESS_LINE_ONE', 'ADDRESS_LINE_TWO', 'POSTCODE', 'DISTRICT_NAME', 'STATE_NAME') }} AS METADATA
+  FROM {{ ref('test_address__mock_data') }}
+)
+SELECT
+  METADATA[0]:geometry:location:lat::float AS LATITUDE,
+  METADATA[0]:geometry:location:lng::float AS LONGITUDE,
+  *
+FROM geocoded;
+*/
+
 WITH geocoded AS (
   SELECT 
   *,
diff --git a/macros/address_to_coordinates.sql b/macros/address_to_coordinates.sql
index df1a266..5c8866f 100644
--- a/macros/address_to_coordinates.sql
+++ b/macros/address_to_coordinates.sql
@@ -1,5 +1,25 @@
--- Macro to call EUDF stored in snowflake
--- id, created_datetime, updated_datetime, reference, address_1, address_2, postcode, district, state, country
+/*
+A macro to convert an address string into a set of geo coordinates. 
+
+It accepts five input parameters representing address components and returns the parsed JSON response from the E-UDF.
+
+Usage:
+{{ address_to_coordinates(column1, column2, column3, column4, column5) }}
+
+Parameters:
+- column1: VARCHAR or STRING - ADDRESS_LINE_ONE
+- column2: VARCHAR or STRING - ADDRESS_LINE_TWO
+- column3: VARCHAR or STRING - POSTCODE
+- column4: VARCHAR or STRING - DISTRICT_NAME
+- column5: VARCHAR or STRING - STATE_NAME
+
+Returns:
+- VARIANT - A parsed JSON response from the E-UDF, representing metadata from geocoding the address.
+
+Example:
+{{ address_to_coordinates('ADDRESS_LINE_ONE', 'ADDRESS_LINE_TWO', 'POSTCODE', 'DISTRICT_NAME', 'STATE_NAME') }}
+*/
+
 {%- macro address_to_coordinates(column1, column2, column3, column4, column5) -%}
     PARSE_JSON( GLOBAL_FUNCTION.EUDF.ECHO_ADDRESS_TO_COORDINATES({{column1}}, {{column2}}, {{column3}}, {{column4}}, {{column5}}) )
 {%- endmacro -%}