diff --git a/data-mapping/app/manifest.yml b/data-mapping/app/manifest.yml
index afa02f5..e34e45e 100644
--- a/data-mapping/app/manifest.yml
+++ b/data-mapping/app/manifest.yml
@@ -1,5 +1,6 @@
 manifest_version: 1
 artifacts:
+  readme: README.md
   setup_script: setup_script.sql
   default_streamlit: ui."Dashboard"
 
diff --git a/data-mapping/prepare_data.sh b/data-mapping/prepare_data.sh
index a85d951..5dd9af2 100755
--- a/data-mapping/prepare_data.sh
+++ b/data-mapping/prepare_data.sh
@@ -1,7 +1,11 @@
+# Create a database and a schema to hold the data to lookup.
 snow sql -q "
 CREATE DATABASE IF NOT EXISTS IP2LOCATION;
 CREATE SCHEMA IF NOT EXISTS IP2LOCATION;
 "
+# Create the table to host the data.
+# Create a file format for the file
+# Create a stage so we can upload the file
 
 snow sql -q "
 CREATE TABLE IF NOT EXISTS LITEDB11 (
@@ -27,22 +31,30 @@ COMPRESSION = AUTO;
 CREATE STAGE IF NOT EXISTS IP2LOCATION.IP2LOCATION.LOCATION_DATA_STAGE
 file_format = LOCATION_CSV;" --database ip2location --schema ip2location 
 
+# Copy the csv files from your local machine to the stage we created previously
 snow stage copy /USER_PATH_HERE/IP2LOCATION-LITE-DB11.CSV @location_data_stage --database ip2location --schema ip2location 
 
+# Copy the csv file from the stage to load the table
 snow sql -q "
 copy into litedb11 from @location_data_stage
 files = ('IP2LOCATION-LITE-DB11.CSV')
 ;" --database ip2location --schema ip2location
 
+# Simple query test to ensure the table is correctly filled.
 snow sql -q "SELECT COUNT(*) FROM LITEDB11;
 SELECT * FROM LITEDB11 LIMIT 10;" --database ip2location --schema ip2location
 
+# Create test database and schema.
 snow sql -q "CREATE DATABASE IF NOT EXISTS TEST_IPLOCATION;
-CREATE SCHEMA IF NOT EXISTS TEST_IPLOCATION;
+CREATE SCHEMA IF NOT EXISTS TEST_IPLOCATION;"
 
+# Create test table to insert some values
+snow sql -q "
 CREATE OR REPLACE TABLE TEST_IPLOCATION.TEST_IPLOCATION.TEST_DATA (
 	IP VARCHAR(16),
 	IP_DATA VARIANT
-);
+);"
 
-INSERT INTO TEST_IPLOCATION.TEST_IPLOCATION.TEST_DATA(IP) VALUES('73.153.199.206'),('8.8.8.8');"
+# Insert testing values to use later on
+snow sql -q "
+INSERT INTO TEST_IPLOCATION.TEST_IPLOCATION.TEST_DATA(IP) VALUES('73.153.199.206'),('8.8.8.8');"
\ No newline at end of file
diff --git a/data-mapping/scripts/setup-package-script.sql b/data-mapping/scripts/setup_package_script.sql
similarity index 100%
rename from data-mapping/scripts/setup-package-script.sql
rename to data-mapping/scripts/setup_package_script.sql
diff --git a/data-mapping/snowflake.yml b/data-mapping/snowflake.yml
index 8ddd289..057502b 100644
--- a/data-mapping/snowflake.yml
+++ b/data-mapping/snowflake.yml
@@ -7,4 +7,4 @@ native_app:
       dest: ./
   package:
     scripts:
-      - scripts/setup-package-script.sql
+      - scripts/setup_package_script.sql