Twitter Ads to PostgreSQL Integration
AI-first ETL from Twitter Ads into PostgreSQL. Governed entities, incremental sync, typed landing tables.
How Datrise loads Twitter Ads into PostgreSQL
Datrise syncs Twitter Ads's campaigns, line items, promoted tweets, spend, impressions, and conversions into PostgreSQL as a typed table per source entity. Flexible or custom fields land in jsonb columns, and timestamps such as created, updated, and status changes are typed as timestamptz.
Sync is incremental: Datrise uses a watermark on each entity's updated-at, applied with INSERT … ON CONFLICT DO UPDATE, so re-runs update only what changed. Optional declarative range partitioning by load date for high-volume tables. PostgreSQL folds unquoted identifiers to lowercase, so Datrise normalizes mixed-case source fields to snake_case.
Ideal for operational analytics and application backends that need fresh, queryable copies of your data.
Endpoints
Twitter Ads: Paid campaign delivery and performance on X.
PostgreSQL: Open-source relational database with strong SQL and extensions.
How Twitter Ads entities map to PostgreSQL
| Twitter Ads entity | PostgreSQL object | Notes |
|---|---|---|
| campaigns | twitter_ads_campaigns | id PK · custom fields → jsonb 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 PostgreSQL?
Flexible values are stored as jsonb columns, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native PostgreSQL types.
How does the Twitter Ads to PostgreSQL sync stay up to date?
It runs incrementally — Datrise uses a watermark on each entity's updated-at, applied with INSERT … ON CONFLICT DO UPDATE.
Related pipelines
More destinations for Twitter Ads
- Twitter Ads → MySQL
- Twitter Ads → Microsoft SQL Server
- Twitter Ads → Oracle Database
- Twitter Ads → Snowflake
- Twitter Ads → Google BigQuery
- Twitter Ads → Amazon Redshift
- 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
Early access
Connect Twitter Ads to PostgreSQL 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.