# Connect analytical data

A complete, curated view of financial and account data across all your connected accounts.

> Connect analytical data is a new feature and in private preview. If you want early access, [request to join](https://docs.stripe.com/data/connect-analytical-data.md#availability).

Connect analytical data is a centralized, curated data layer that gives platforms a complete view of payment activity, revenue, and fees across *all* their connected accounts and charge flows. Query it in [Sigma](https://docs.stripe.com/data/sigma.md) or [Stripe Data Pipeline](https://docs.stripe.com/data/access-data-in-warehouse.md) to analyze your entire Connect business with numbers that stay consistent with the Stripe Dashboard and [Connect Insights](https://docs.stripe.com/connect/dashboard/understand-your-connect-business.md).

Connect analytical data covers all of your connected accounts and every Connect charge flow—including destination charges, on-behalf-of charges, facilitated direct charges, and separate charges and transfers. For more information, see [Connect charge types](https://docs.stripe.com/connect/charges.md). It includes payment activity, revenue, and fees across your platform that aren’t available in standard Connect reporting tables.

## Features

|  |
| Volume reporting | Track gross pay-in and transfer volume across all connected accounts and charge flows. |
| Revenue and margin analysis | Analyze application fees, implicit application fees, revenue share, Stripe fees, and network costs to calculate per-account margins. |
| Chargeback monitoring | Track disputes and refunds by connected account and charge flow. |
| Payout analytics | Report on payout volume and count by connected account. |
| Portfolio and onboarding analysis | Analyze your connected-account portfolio, measure onboarding funnels, and track activation milestones. |

### Datasets

Below are curated datasets available as part of private preview

- **Financial summary**: Aggregated financial metrics—volume, revenue, fees, chargebacks, and payouts—for every connection between your platform and its connected accounts.
- **Connected accounts**: Structured attributes about your connected accounts, including onboarding milestones, activation dates, account configuration, and connection status.

## Availability

Connect analytical data is in private preview and rolling out to eligible Connect platforms that use [Sigma](https://docs.stripe.com/data/sigma.md) or [Stripe Data Pipeline](https://docs.stripe.com/data/access-data-in-warehouse.md). Datasets become available in your workspace as each one completes rollout.

### Request to join the private preview for Connect analytical data.

We'll contact you if datasets become available for your platform.

```bash
curl https://docs.stripe.com/preview/register \
  -X POST \
  -H "Content-Type: application/json" \
  -H "Referer: https://docs.stripe.com/data/connect-analytical-data" \
  -d '{"email": "EMAIL", "preview": "connect_analytical_data_preview"}'
```