How to Export Stripe Data from Stripe (CSV Guide)

Exporting Stripe data as CSV is the most common way to analyze payments, invoices, refunds, fees, and customers outside the Stripe dashboard. This guide shows exactly how to export the right datasets and prepare them in Google Sheets for reporting.

What this guide covers

• where to export data in Stripe

• which CSVs you need for common reports

• how to import and clean data in Google Sheets

• how to combine multiple Stripe exports

Why export Stripe data as CSV

Stripe’s dashboard answers point-in-time questions, but operational analysis requires flexible grouping and custom logic.

Teams export CSVs to:

• analyze revenue by product or customer

• calculate commissions

• reconcile payouts

• conduct analysis with data from Stripe and other sources

• build custom dashboards in spreadsheets

What Stripe data should you export?

Different analyses require different Stripe exports.

Can you export invoice line items from Stripe?

Based on the Stripe CSV export options currently available, Stripe does not provide a dedicated invoice line items CSV export.

An invoice export gives you one row per invoice and includes invoice-level fields. Even though Stripe may show a Line Item field or a Line items column in the invoice dashboard, that data is not available when exporting a CSV for invoices.

So for reporting workflows such as revenue by product or other analyses that depend on true line-item detail, manual CSV exports are limited. In practice, teams often have to approximate the result by combining:

• invoices

• products

• prices

• subscriptions

• payments or refunds

That is one of the main reasons manual CSV workflows become difficult for more advanced Stripe reporting.

How SyncStaq helps when Stripe CSV exports fall short

Manual Stripe CSV exports are useful for basic reporting, but they do not expose every dataset needed for more advanced analysis. If your reporting depends on Stripe data that is available through the API but not through the dashboard CSV exports, manual workflows become limiting.

SyncStaq helps solve that by syncing Stripe data directly into Google Sheets on a schedule. This makes it possible to work with richer Stripe datasets in Sheets without relying only on the CSV exports available in the Stripe dashboard.

How to export Stripe data (step-by-step)

Stripe supports CSV exports from several parts of the dashboard. The exact export you should use depends on the report you want to build.

Exporting payments data

Go to:

• Transactions → Payments → All

• Transactions → Payments → Refunded

• Transactions → Payments → Disputed

This is useful for:

• payment analysis

• refund analysis

• dispute-related reporting

On this screen, you can:

• filter by date and time

• filter by amount, currency, status, and payment method

• edit visible columns

• click Export to download the filtered CSV

Exporting payouts data

Go to:

• Transactions → Payouts

This is useful for:

• payout tracking

• bank deposit reconciliation

The payouts view can be filtered and then exported as CSV.

Exporting customers data

Go to:

• Customers

This is useful for:

• customer revenue analysis

• customer lookup tables

• joining Stripe customer IDs to customer emails or names

The customers export includes fields such as customer, email, payment method, total spend, payments, refunds, and dispute losses.

Exporting products and prices data

Go to:

• Product catalog

From here, Stripe provides separate export actions for:

• Export products

• Export prices

This is useful for:

• product catalog analysis

• price lookup tables

• mapping product and pricing metadata into reporting sheets

Exporting subscriptions data

Go to:

• Subscriptions

This is useful for:

• subscription reporting

• active vs canceled subscription analysis

• product-level subscription analysis

The subscriptions export is especially helpful when you need customer, status, billing, product, and creation data in one CSV.

Exporting invoices data

Go to:

• Invoices

This is useful for:

• invoice-based revenue reporting

• customer billing analysis

• joining invoices to subscription and customer data

When exporting invoices, Stripe lets you choose:

• time zone

• date range

• columns

The invoice export is one of the more configurable CSV exports in the dashboard, but it is still invoice-level rather than true line-item-level.

Exporting disputes data

Go to:

• Disputes

This is useful for:

• chargeback tracking

• support workflows

• dispute reporting

Practical export workflow

For most reporting use cases, the manual process looks like this:

Step 1: Identify the report you want to build

Examples:

• customer revenue report

• payout reconciliation report

• refund report

• subscription report

Step 2: Export the relevant Stripe datasets

Common combinations include:

• customers + invoices

• invoices + subscriptions + products + prices

• payments + refunded payments + disputes

• payouts only

Step 3: Choose the correct time zone, date range, and columns

This is important because inconsistent export settings can create mismatched data once the CSVs are combined in Google Sheets.

Step 4: Download each CSV separately

Stripe manual reporting often requires multiple exports rather than one complete dataset.

How to import Stripe CSVs into Google Sheets

Step 1: Upload the CSV

Open Google Sheets → File → Import → Upload CSV.

Step 2: Create separate tabs

Keep each dataset in its own tab. Examples:

• payments

• invoices

• customers

• subscriptions

Step 3: Clean the data

Typical cleanup:

• remove unused columns

• standardize timestamps

• rename headers for clarity

How to combine Stripe exports in Google Sheets

Stripe data is split across multiple CSVs, so reports often require joins and lookup tables.

Common joins include:

• customer_id or customer email → invoices

• product_id or price_id → products and prices

• subscription_id → subscriptions and invoices

• charge or payment identifiers → refunds and disputes

Example workflow for a customer billing report:

• Step 1: Export customers

• Step 2: Export invoices

• Step 3: Join invoices to customers using customer identifiers

• Step 4: Aggregate totals by customer or month

Example workflow for a product-related report:

• Step 1: Export products and prices

• Step 2: Export subscriptions

• Step 3: Export invoices

• Step 4: Use the exports to approximate product-level analysis

That last example is where manual CSV exports start to break down. Because Stripe currently does not provide a true invoice line items CSV export in the dashboard, product-level revenue analysis is harder to build accurately from manual exports alone.

Common issues with Stripe CSV exports

• no single export contains all required data

• IDs require lookups to become meaningful

• exports must be repeated for every reporting period

• timestamps may not align across files

These issues make manual workflows difficult to maintain at scale.

When manual exports stop working

Manual CSV exports are fine for one-off analysis.

They become problematic when:

• reports need to be refreshed regularly

• multiple datasets must stay in sync

• historical numbers need to be reproducible

At that point, teams typically move toward automated data syncing.

Key takeaways

• Stripe CSV exports are the starting point for most reporting workflows.

• Multiple datasets are usually required for accurate analysis.

• Data must be cleaned and joined in Google Sheets.

• Manual exports become difficult to maintain as reporting becomes recurring.

Stop rebuilding Stripe reports from CSV exports. SyncStaq keeps Stripe billing data synced into Google Sheets every hour, so you can use Sheets for reporting, reconciliation, and analysis without maintaining custom scripts. Start a 14-day free trial.

Related guides

• How to Export Stripe Data to Google Sheets Automatically