LinkedIn Pages to Azure Synapse Integration
AI-first ETL from LinkedIn Pages into Azure Synapse. Governed entities, incremental sync, typed landing tables.
How Datrise loads LinkedIn Pages into Azure Synapse
Datrise syncs LinkedIn Pages's posts, followers, page statistics, impressions, engagement metrics, and follower demographics into Azure Synapse as a typed table per source entity. Flexible or custom fields land in NVARCHAR(MAX) JSON columns, and timestamps such as created, updated, and status changes are typed as datetime2.
Sync is incremental: Datrise uses COPY into staging, then a MERGE on stable id, so re-runs update only what changed. Hash distribution on the join id with date partitioning on facts. Synapse dedicated pools reward good hash-distribution choices, so Datrise distributes on entity ids to avoid data-movement-heavy joins.
Ideal for Azure analytics estates feeding Power BI.
Endpoints
LinkedIn Pages: Organic company page content and follower analytics.
Azure Synapse: Microsoft analytics workspace with SQL pools.
How LinkedIn Pages entities map to Azure Synapse
| LinkedIn Pages entity | Azure Synapse object | Notes |
|---|---|---|
| posts | linkedin_pages_posts | id PK · custom fields → NVARCHAR(MAX) JSON columns |
| followers | linkedin_pages_followers | id PK · linked to linkedin_pages_posts |
| page statistics | linkedin_pages_page_statistics | id PK · linked to linkedin_pages_posts |
| impressions | linkedin_pages_impressions | id PK · linked to linkedin_pages_posts |
FAQ
How does Datrise handle LinkedIn Pages's custom fields in Azure Synapse?
Flexible values are stored as NVARCHAR(MAX) JSON columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Azure Synapse types.
How does the LinkedIn Pages to Azure Synapse sync stay up to date?
It runs incrementally — Datrise uses COPY into staging, then a MERGE on stable id.
Related pipelines
More destinations for LinkedIn Pages
- LinkedIn Pages → Spreadsheets
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- LinkedIn Pages → CSV Files
- LinkedIn Pages → MongoDB
- LinkedIn Pages → Supabase
- LinkedIn Pages → Neon
- LinkedIn Pages → PlanetScale
- LinkedIn Pages → Amazon DynamoDB
- LinkedIn Pages → Looker
- LinkedIn Pages → Looker Studio
- LinkedIn Pages → Microsoft Power BI
- LinkedIn Pages → Tableau
More sources for Azure Synapse
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