Twitter/X Ads → Snowflake
AI-first ETL from Twitter/X Ads into Snowflake. Governed entities, incremental sync, typed landing tables.
How Datrise loads Twitter/X Ads into Snowflake
Datrise syncs Twitter/X Ads's campaign metrics, spend, engagement, and ad conversion performance into Snowflake as a typed table per source entity. Flexible or custom fields land in VARIANT columns, and timestamps such as created, updated, and status changes are typed as TIMESTAMP_TZ.
Sync is incremental: Datrise uses staged loads merged on stable id with MERGE, so credits scale with change volume, not table size, so re-runs update only what changed. Automatic micro-partitioning, with optional clustering keys on high-cardinality ids. Snowflake upper-cases unquoted identifiers, so Datrise standardizes on lower-case quoted names to keep column references stable.
Ideal for central analytics warehouses feeding BI and AI workloads.
Endpoints
Twitter/X Ads: Ad performance source for X campaign analytics.
Snowflake: Cloud data warehouse with separated compute and storage.
How Twitter/X Ads entities map to Snowflake
| Twitter/X Ads entity | Snowflake object | Notes |
|---|---|---|
| campaign metrics | twitter_x_ads_campaign_metrics | id PK · custom fields → VARIANT 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 Snowflake?
Flexible values are stored as VARIANT columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Snowflake types.
How does the Twitter/X Ads to Snowflake sync stay up to date?
It runs incrementally — Datrise uses staged loads merged on stable id with MERGE, so credits scale with change volume, not table size.
Related pipelines
More destinations for Twitter/X Ads
- 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
- Twitter/X Ads → Airtable
- Twitter/X Ads → CSV Files
Early access
Connect Twitter/X Ads to Snowflake 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.