Supermetrics for Azure Synapse
Connect Stripe to Azure Synapse — Payment Data on Azure
Load Stripe transaction, subscription, and revenue data into Azure Synapse for payment and revenue analytics.
Why Connect Stripe to Azure Synapse?
Warehouse your Stripe data in Azure Synapse for unlimited historical analysis and cross-source SQL.
- Analyze transaction volumes, fees, refund rates, and net revenue in Azure Synapse with full SQL power.
- Join Stripe revenue data with ad platform spend in Azure Synapse to calculate true ROI and customer acquisition cost.
- Break down transaction success rates by card brand, country, and payment method in Azure Synapse.
How to Connect Stripe to Azure Synapse
Three steps. Under two minutes. Zero code.
- 1
Create a data transfer
Log into Supermetrics, select your data source and Azure Synapse Analytics as your destination.
- 2
Authorize and configure
Connect your data source account, enter your Synapse workspace endpoint and credentials, choose your dedicated SQL pool and schema, and select the data you want to transfer.
- 3
Set schedule and start transfer
Choose your refresh frequency (hourly, daily, or weekly) and click Start. Your data begins flowing into Azure Synapse automatically.
Stripe Data Schema in Azure Synapse
Supermetrics creates and maintains clean, typed tables automatically. Here's what your Stripe data looks like in Azure Synapse.
Data Freshness & Scheduling
Stripe data is typically available in Azure Synapse within 3-6 hours of the sync schedule.
What Stripe Data Can You Pull into Azure Synapse?
Supermetrics gives Azure Synapse access to your full Stripe reporting data — metrics and dimensions you already know from the Stripe interface.
Key Metrics
- Transaction amount
- Transaction net
- Transaction fee
- Transaction refund
- Balance amount
- Customer account balance
- Transaction charge %
- Transaction fee %
- Transaction refund %
- Fee amount
Key Dimensions
- Customer email
- Transaction type
- Transaction status
- Transaction currency
- Source card brand
- Source card country
- Source type
- Balance type
- Coupon ID
Resources & Guides
Marketing data warehousing 101
Build vs. buy: data pipeline decisions
The marketing analytics roadmap
7 Supermetrics use cases for ecommerce
Why Supermetrics for Azure Synapse?
Purpose-built for marketing data since 2009. 200,000+ companies trust Supermetrics to move 15% of global ad spend into reporting and analytics destinations.
No Vendor Lock-In
Your data lands in Azure Synapse — infrastructure you own and control. Use any BI tool, any transformation layer, any ML platform. If you ever switch providers, your data and dashboards stay with you.
170+ Marketing Data Sources
Purpose-built for marketing data — not a generic ETL tool. Supermetrics covers 99% of metrics and dimensions from each source, with pre-structured tables ready for analysis. No transformation layer required.
Incremental Loading
Only new and updated Stripe records are transferred on each run — efficient, cost-effective, and fast. Full historical backfill available on demand.
Enterprise-Grade Security
SOC 2 Type II certified. GDPR and CCPA compliant. OAuth authentication with encrypted credentials. Regional data hosting available. Your data is protected end-to-end.
Flat-Rate, Predictable Pricing
Fixed annual pricing regardless of data volume — no per-row charges, no surprise bills during peak campaign seasons. Transfer as much Stripe data as you need without worrying about cost spikes.
Every Order, Every Product
Pull your complete Stripe catalog — every order, product, variant, and customer segment. No row limits, no sampling, no date restrictions.
Frequently Asked Questions
- Log into the Supermetrics Hub, create a new data transfer, select Stripe as the source and Azure Synapse Analytics as the destination. Authorize your Stripe account, enter your Synapse workspace endpoint and authentication details, choose your dedicated SQL pool and schema, select the fields you need, set a schedule, and start the transfer. No Azure Data Factory pipelines, custom SSIS packages, or PolyBase staging configurations required — Supermetrics handles the entire pipeline so your data lands in Synapse ready to query.
- Supermetrics is SOC 2 Type II certified and fully GDPR compliant. All Stripe credentials are encrypted at rest and in transit using TLS 1.2+. Data flows directly from the Stripe API into your Synapse workspace — Supermetrics never stores your marketing data on its own servers. Azure Synapse provides enterprise-grade security through Azure Active Directory single sign-on, workspace-level firewall rules, column-level and row-level security on tables, and Transparent Data Encryption (TDE) for data at rest. Managed private endpoints keep traffic off the public internet entirely.
- Absolutely — cross-source analysis is where Azure Synapse excels as a unified analytics platform. Once Stripe data lands in your dedicated SQL pool, you can JOIN it with any other table in the pool. Need to pull in raw logs or archives? PolyBase and serverless SQL pools let you query Parquet, CSV, and JSON files directly in Azure Data Lake Storage without loading them into the warehouse. You can also connect Power BI natively to your Synapse workspace for live dashboards that blend Stripe data with CRM, ERP, and product data — all within the Azure ecosystem. Supermetrics supports 170+ data sources that all load into the same Synapse workspace.
- All standard Stripe reporting fields are available, including Transaction amount, Transaction net, Transaction fee, Transaction refund, Balance amount, Customer account balance, and many more. You select exactly which metrics and dimensions to transfer during setup, and you can add or remove fields at any time without losing historical data already loaded into Synapse. Because Synapse dedicated SQL pools use MPP (massively parallel processing) architecture, analytical queries across wide tables with many metric columns execute fast — the engine distributes work across compute nodes automatically.
- Data freshness depends on your transfer schedule. Supermetrics supports hourly, daily, or weekly transfers into Azure Synapse. Most teams schedule daily transfers so yesterday's final numbers are available each morning. Incremental loading means only new and changed records are written, keeping DWU consumption and load times minimal. For ad-hoc exploration of the latest data, you can also use Synapse's serverless SQL pool to query staged files in Data Lake Storage on demand — no dedicated capacity required.
- Yes. Subscription-related transactions including recurring payments, upgrades, and cancellations are available in Azure Synapse.
- Yes. Transaction refund amounts and refund percentages are available as metrics for refund trend analysis.
Also Connect to Azure Synapse
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