Implementation:Mage ai Mage ai Twitter Ads Tweets Schema

Knowledge Sources	Mage Integrations Twitter Ads API
Domains	Data_Integration, Twitter_Ads, Schema
Last Updated	2026-02-09 00:00 GMT

Overview

JSON Schema definition for Twitter Ads tweet records used by the Singer-based Twitter Ads source connector.

Description

This schema defines the structure and types for tweet data extracted from the Twitter Ads API. It is loaded by the Twitter Ads source connector during stream discovery to validate and type-check extracted records. The schema follows the JSON Schema specification with additionalProperties set to false and includes top-level properties such as account_id, id, tweet_type, id_str, created_at (date-time format), text, source, truncated, in_reply_to_status_id, in_reply_to_status_id_str, in_reply_to_user_id, in_reply_to_user_id_str, in_reply_to_screen_name, user (a nested object with user profile fields, also with additionalProperties false), and coordinates. The root type is ["null", "object"], allowing nullable records.

Usage

This schema is automatically loaded by the Twitter Ads source connector during the discovery phase. It defines the available columns and their types for the tweets stream.

Code Reference

Source Location

• Repository: mage-ai
• File: mage_integrations/mage_integrations/sources/twitter_ads/tap_twitter_ads/schemas/tweets.json
• Lines: 1-920

Signature

{
  "type": ["null", "object"],
  "additionalProperties": false,
  "properties": {
    "account_id": { "type": ["null", "string"] },
    "id": { "type": ["null", "integer"] },
    "tweet_type": { "type": ["null", "string"] },
    "id_str": { "type": ["null", "string"] },
    "created_at": { "type": ["null", "string"], "format": "date-time" },
    "text": { "type": ["null", "string"] },
    "source": { "type": ["null", "string"] },
    "truncated": { "type": ["null", "boolean"] },
    "in_reply_to_status_id": { "type": ["null", "integer"] },
    "in_reply_to_user_id": { "type": ["null", "integer"] },
    "in_reply_to_screen_name": { "type": ["null", "string"] },
    "user": { "type": ["null", "object"], "additionalProperties": false, "properties": { "id": {}, "..." : "..." } },
    "coordinates": { "type": ["null", "object"], "..." : "..." }
  }
}

Import

# Loaded automatically by Source.load_schemas_from_folder()
# Path: mage_integrations/mage_integrations/sources/twitter_ads/tap_twitter_ads/schemas/tweets.json

I/O Contract

Inputs

Name	Type	Required	Description
(none)	JSON file	Yes	Loaded from disk by schema loader

Outputs

Name	Type	Description
schema	dict	JSON Schema object with properties, types, and format constraints

Usage Examples

import json
import os

schema_path = os.path.join(
    "mage_integrations/mage_integrations/sources/twitter_ads/tap_twitter_ads/schemas",
    "tweets.json"
)
with open(schema_path) as f:
    schema = json.load(f)

print(list(schema["properties"].keys()))

Related Pages

Implements Principle

• Principle:Mage_ai_Mage_ai_JSON_Schema_Loading

Requires Environment

• Environment:Mage_ai_Mage_ai_Python_3_9_Runtime