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Snowflake for DevelopersGuidesBuild a Customer Review Analytics Dashboard
Certified Solution

Build a Customer Review Analytics Dashboard

Chanin Nantasenemat
fork repo

Overview

Process and analyze customer review data using an LLM-powered data processing workflow with Snowflake Cortex.

Build a  customer review analytics dashboard that processes unstructured text data and visualizes sentiment trends across products and time periods.

Code Example

SELECT 
  filename,
  SNOWFLAKE.CORTEX.PARSE_DOCUMENT(
    @avalanche_db.avalanche_schema.customer_reviews,
    filename,
    {'mode': 'layout'}
  ):content AS layout
FROM files;

SELECT 
  filename,
  SNOWFLAKE.CORTEX.PARSE_DOCUMENT(
    @avalanche_db.avalanche_schema.customer_reviews,
    filename,
    {'mode': 'layout'}
  ):content AS layout
FROM files;

SELECT 
  filename,
  SNOWFLAKE.CORTEX.PARSE_DOCUMENT(
    @avalanche_db.avalanche_schema.customer_reviews,
    filename,
    {'mode': 'layout'}
  ):content AS layout
FROM files;

SELECT 
  filename,
  SNOWFLAKE.CORTEX.PARSE_DOCUMENT(
    @avalanche_db.avalanche_schema.customer_reviews,
    filename,
    {'mode': 'layout'}
  ):content AS layout
FROM files;

SELECT 
  filename,
  SNOWFLAKE.CORTEX.PARSE_DOCUMENT(
    @avalanche_db.avalanche_schema.customer_reviews,
    filename,
    {'mode': 'layout'}
  ):content AS layout
FROM files;

SELECT 
  filename,
  SNOWFLAKE.CORTEX.PARSE_DOCUMENT(
    @avalanche_db.avalanche_schema.customer_reviews,
    filename,
    {'mode': 'layout'}
  ):content AS layout
FROM files;

SELECT 
  filename,
  SNOWFLAKE.CORTEX.PARSE_DOCUMENT(
    @avalanche_db.avalanche_schema.customer_reviews,
    filename,
    {'mode': 'layout'}
  ):content AS layout
FROM files;

SELECT 
  filename,
  SNOWFLAKE.CORTEX.PARSE_DOCUMENT(
    @avalanche_db.avalanche_schema.customer_reviews,
    filename,
    {'mode': 'layout'}
  ):content AS layout
FROM files;

SELECT 
  filename,
  SNOWFLAKE.CORTEX.PARSE_DOCUMENT(
    @avalanche_db.avalanche_schema.customer_reviews,
    filename,
    {'mode': 'layout'}
  ):content AS layout
FROM files;

Get Started

Updated 2026-04-29

This content is provided as is, and is not maintained on an ongoing basis. It may be out of date with current Snowflake instances