Create a set of ThoughtSpot visualizations based on Google Analytics data hosted in Snowflake. Analyze user acquisition and user behavior of your website with search, drill-downs, and spotIQ.
Python Script (HelloAnalytics.py) to download data via the Google Analytics API.
Snowflake DDL (snowflake_ga.sql) for creating tables and views that flatten the Google Analytics JSON data.
- AdWords Analysis
- Demographic Audience Analysis
- Geographic Audience Analysis
- Page Behaviour Analysis
- Site Statistics Analysis
- Traffic Source Analysis
- Manifest_worksheet.yaml
- Manifest_liveboard.yaml
- Adwords
- Traffic Sources
- Geographic Location
- Page Analytics
- Site Statistics
This starter kit uses the Google analytics reporting API v4. Hello Analytics Reporting API V4. To get started, execute the following commands on your local environment.
sudo -s apt-get install python3-venv python3 -m venv analytics-quickstart
source analytics-quickstart/bin/activate
pip install --upgrade google-api-python-client pip install --upgrade oauth2client
- Use the HelloAnalytics.py Python Script to download your Google Analytics data to either your local machine or a staging machine.
- Use the snowflake_ga.sql DDL script to create the necessary staging tables and flattening views in your Snowflake data warehouse.
- Load your JSON data files into their respective Snowflake tables using your preferred loading method.
- Log into your ThoughtSpot instance and create an Embrace connection to each of the five views that have flattened the JSON data into a relational table structure.
Combine all Worksheet TML files into a ZIP file:
- Manifest_liveboard.yaml
- Adwords Analysis - Google.worksheet.tml
- Demographic Audience Anal.worksheet.tml
- Geographic Audience Analy.worksheet.tml
- Page Behaviour Analysis-.worksheet.tml
- Site Statistics Analysis.worksheet.tml
- Traffic Source analysis-.worksheet.tml
Combine all liveboard TML files into a ZIP file:
- Manifest_liveboard.yaml
- Acquisition - Adwords.pinboard.tml
- Acquisition - Traffic Sou.pinboard.tml
- Audience - Geographic Loc.pinboard.tml
- Behaviour - Site Statisti.pinboard.tml
- Behaviour - Page Analytic.pinboard.tml
Import the zipped file for the worksheets and verify that it has all been imported without any errors. Import the zipped for the liveboards and verify that it has all been imported without any errors.
