Twitter/X Ads → Microsoft SQL Server
AI-first ETL from Twitter/X Ads into Microsoft SQL Server. Governed entities, incremental sync, typed landing tables.
How Datrise loads Twitter/X Ads into Microsoft SQL Server
Datrise syncs Twitter/X Ads's campaign metrics, spend, engagement, and ad conversion performance into Microsoft SQL Server 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 a watermark on updated-at, applied with a MERGE statement, so re-runs update only what changed. Optional partitioned tables on a date partition function. SQL Server defaults to a case-insensitive collation, so Datrise preserves original casing in a metadata column to avoid silent key collisions.
Ideal for Microsoft-stack analytics and Power BI Import models.
Endpoints
Twitter/X Ads: Ad performance source for X campaign analytics.
Microsoft SQL Server: Microsoft relational DB with enterprise features.
How Twitter/X Ads entities map to Microsoft SQL Server
| Twitter/X Ads entity | Microsoft SQL Server object | Notes |
|---|---|---|
| campaign metrics | twitter_x_ads_campaign_metrics | id PK · custom fields → NVARCHAR(MAX) JSON columns |
| spend | twitter_x_ads_spend | id PK · linked to twitter_x_ads_campaign_metrics |
| engagement | twitter_x_ads_engagement | id PK · linked to twitter_x_ads_campaign_metrics |
| ad conversion performance | twitter_x_ads_ad_conversion_performance | id PK · linked to twitter_x_ads_campaign_metrics |
FAQ
How does Datrise handle Twitter/X Ads's custom fields in Microsoft SQL Server?
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 Microsoft SQL Server types.
How does the Twitter/X Ads to Microsoft SQL Server sync stay up to date?
It runs incrementally — Datrise uses a watermark on updated-at, applied with a MERGE statement.
Related pipelines
More destinations for Twitter/X Ads
- Twitter/X Ads → Oracle Database
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- Twitter/X Ads → Google BigQuery
- Twitter/X Ads → Amazon Redshift
- Twitter/X Ads → Databricks SQL Warehouse
- Twitter/X Ads → ClickHouse
- Twitter/X Ads → DuckDB
- Twitter/X Ads → Amazon Athena
- Twitter/X Ads → Amazon S3 Data Lake
- Twitter/X Ads → Azure Data Lake Storage
- Twitter/X Ads → Azure Synapse
- Twitter/X Ads → Spreadsheets
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Early access
Connect Twitter/X Ads to Microsoft SQL Server the easy way
Skip brittle scripts and manual exports. Join the waitlist to get a guided setup, AI-assisted mapping, and reliable incremental sync for this integration.