# Linear + BigQuery

> Integrate Linear issues, sprints, and projects with BigQuery using Erathos. Centralized productivity data, always up to date and ready for analysis.

Source: https://www.erathos.com/en/pipelines/linear-bigquery
Em português: https://www.erathos.com/pipelines/linear-bigquery

Linear is a modern software development management platform that centralizes product planning, tracking, and delivery in one place. Designed for engineering and product teams, Linear combines issue tracking, sprint management, roadmaps, and workflows in a fast, minimalist interface, helping teams maintain focus, speed, and consistency throughout development.

With Erathos, your Linear data lands in BigQuery in minutes, ready to be joined with other business data sources in ad-hoc queries, without your team having to manage any ingestion infrastructure.

### What Linear data does Erathos sync to BigQuery?

The integration automatically syncs Linear's key objects:

- **Projects**: status, assignees, dates, and settings
- **Issues and sub-issues**: priority, status, estimates, and assignees
- **Sprints**: dates, velocity, and planning data
- **Members**: users, roles, and workload
- **Comments**: history of discussions and decisions
- **Custom fields**: custom properties and tags configured by your team

### Why sync Linear with BigQuery?

In BigQuery, you can join your Linear data with other business sources, running ad-hoc queries in seconds across massive datasets without managing infrastructure.

### How it works

Erathos connects to Linear via the official API and syncs your data incrementally: only new or updated records are processed on each run, keeping pipelines fast and BigQuery costs predictable. You choose the sync frequency (ranging from every 5 minutes to daily), the objects to sync, and the destination dataset. Every run is logged with full observability: runtime, rows processed, errors with context, and instant alerts via Slack or email if anything goes wrong.

## Data in your data warehouse in minutes

### Ready-to-use Linear connector

Connect Linear to BigQuery and automatically export issues, projects, sprints, and members. Centralized productivity data for analytics — no CSVs, no scripts.

### Full control over your Linear pipelines

Configure the schedule, frequency, and sync type at the table level. Incremental sync processes only new or changed records—keeping BigQuery costs low and your analytics always up to date.

### End-to-end observability

Stop finding out about Linear failures only after the business team complains. Every run is logged with runtime, rows processed, and error context. Get automatic alerts via Slack, Discord, or email the moment something goes off track — with fresh productivity data always ready for your sprint reports.

## Centralizing Linear data in BigQuery has never been easier

Erathos is a data ingestion platform for operations and data teams. With the Linear connector, you can automatically export issues, projects, sprints, and productivity data to BigQuery — centralized productivity data ready for analysis.

## FAQ

### What is Erathos, and how can it help my company?

Erathos is a data ingestion platform built for reliability, transparency, and control. We help data teams connect tools like Linear to their data warehouse — with full observability into every run, zero maintenance, and none of the black-box behavior you get with traditional market tools.

### What Linear data does Erathos sync to BigQuery?

Erathos syncs Projects, Tasks, Subtasks, Members, Sprints, Statuses, and Comments from Linear to BigQuery. Custom fields, tags, and task dependencies created by the team are also exported.

### How often does Erathos sync data from Linear to BigQuery?

You can configure sync frequency anywhere from every 5 minutes to once a day, at the table level. Erathos uses incremental sync—only new or updated records are processed on each run, keeping the Linear pipeline efficient and BigQuery costs predictable.

### What happens if a Linear sync fails?

Erathos automatically detects failures and sends alerts to your email, Slack, or Discord with full context — not just "job failed." Smart retries handle transient errors, and every run is logged with runtime, rows processed, and error context so your team can debug in minutes, not hours.

### Is there a free trial for the Linear connector?

Yes. Every Erathos connector includes a 14-day free trial. Connect Linear to BigQuery and start syncing right away — no credit card required.