Twitter Ads to Amazon Redshift Integration
AI-first ETL from Twitter Ads into Amazon Redshift. Governed entities, incremental sync, typed landing tables.
How Datrise loads Twitter Ads into Amazon Redshift
Datrise syncs Twitter Ads's campaigns, line items, promoted tweets, spend, impressions, and conversions into Amazon Redshift as a typed table per source entity. Flexible or custom fields land in SUPER columns, and timestamps such as created, updated, and status changes are typed as TIMESTAMPTZ.
Sync is incremental: Datrise uses COPY from staged files, then a delete-and-insert merge on stable id, so re-runs update only what changed. A DISTKEY on the join id and a SORTKEY on the load timestamp. Redshift performance hinges on dist/sort keys, so Datrise picks them from your entity ids and sync timestamps rather than defaulting to EVEN distribution.
Ideal for AWS-native warehouses already using the Redshift ecosystem.
Endpoints
Twitter Ads: Paid campaign delivery and performance on X.
Amazon Redshift: AWS petabyte-scale warehouse with Spectrum.
How Twitter Ads entities map to Amazon Redshift
| Twitter Ads entity | Amazon Redshift object | Notes |
|---|---|---|
| campaigns | twitter_ads_campaigns | id PK · custom fields → SUPER columns |
| line items | twitter_ads_line_items | id PK · linked to twitter_ads_campaigns |
| promoted tweets | twitter_ads_promoted_tweets | id PK · linked to twitter_ads_campaigns |
| spend | twitter_ads_spend | id PK · linked to twitter_ads_campaigns |
FAQ
How does Datrise handle Twitter Ads's custom fields in Amazon Redshift?
Flexible values are stored as SUPER columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Amazon Redshift types.
How does the Twitter Ads to Amazon Redshift sync stay up to date?
It runs incrementally — Datrise uses COPY from staged files, then a delete-and-insert merge on stable id.
Related pipelines
More destinations for Twitter Ads
- Twitter Ads → Databricks SQL Warehouse
- Twitter Ads → ClickHouse
- Twitter Ads → DuckDB
- Twitter Ads → Amazon Athena
- Twitter Ads → Amazon S3 Data Lake
- Twitter Ads → Azure Data Lake Storage
- Twitter Ads → Azure Synapse
- Twitter Ads → Spreadsheets
- Twitter Ads → Airtable
- Twitter Ads → CSV Files
- Twitter Ads → MongoDB
- Twitter Ads → Supabase
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Early access
Connect Twitter Ads to Amazon Redshift 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.