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The common problems are predictable:\n- raw touches are not normalized before model weighting begins\n- first-touch and last-touch debates happen without inspectable path rows\n- channel credit moves, but nobody can explain why\n- revenue influence becomes a dashboard story instead of a warehouse contract\n\n`dbt-multi-touch-attr` treats attribution as a governed data product. It keeps the transformation path, journey rows, and revenue-credit outcomes visible in one place.\n\n## Routes\n\n- `/`\n- `/model-lane`\n- `/journey-credit`\n- `/verification`\n- `/docs`\n\n## API\n\n- `/api/dashboard/summary`\n- `/api/model-lane`\n- `/api/journey-credit`\n- `/api/journeys`\n- `/api/verification`\n- `/api/sample`\n\n## Screenshots\n\n![Overview](./screenshots/01-overview-proof.png)\n![Model lane](./screenshots/02-model-lane-proof.png)\n![Journey credit](./screenshots/03-journey-credit-proof.png)\n![Verification](./screenshots/04-verification-proof.png)\n\n## Local Development\n\n```powershell\ncd dbt-multi-touch-attr\nnpm install\nnpm run dev\n```\n\nOpen:\n- [http://127.0.0.1:5274/](http://127.0.0.1:5274/)\n- [http://127.0.0.1:5274/model-lane](http://127.0.0.1:5274/model-lane)\n- [http://127.0.0.1:5274/journey-credit](http://127.0.0.1:5274/journey-credit)\n- [http://127.0.0.1:5274/verification](http://127.0.0.1:5274/verification)\n- [http://127.0.0.1:5274/docs](http://127.0.0.1:5274/docs)\n\n## Validation\n\n- `npm run build`\n- `npm run test`\n- `npm run demo`\n- `npm run smoke`\n- `npm run render:assets`\n\n## Warehouse Assets\n\n- [models/staging/stg_marketing_touches.sql](./models/staging/stg_marketing_touches.sql)\n- [models/intermediate/int_journey_windows.sql](./models/intermediate/int_journey_windows.sql)\n- [models/marts/fct_multi_touch_credit.sql](./models/marts/fct_multi_touch_credit.sql)\n- [models/schema.yml](./models/schema.yml)\n\n## Docs\n\n- [Architecture](./docs/architecture.md)\n- [Origin](./docs/ORIGIN.md)\n- [Changelog](./CHANGELOG.md)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmizcausevic-dev%2Fdbt-multi-touch-attr","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmizcausevic-dev%2Fdbt-multi-touch-attr","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmizcausevic-dev%2Fdbt-multi-touch-attr/lists"}