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Connect X / Twitter Ads to Azure SQL

Connect X / Twitter Ads to Azure SQL and export selected accounts, metrics, and dimensions to your Azure SQL project.

Configure the historical window, destination table, and recurring schedule without maintaining a X / Twitter Ads API pipeline.

X / Twitter Ads export job

First sync scheduled

X / Twitter Ads Selected accounts

Configured job

Azure SQL Destination table

Account X / Twitter Ads · Client group A

Table daily_dump

Initial import Configured historical window

Schedule Daily · 06:00 UTC

Fields Selected metrics + dimensions

Partition date · eligible field

Illustrative job · configure values for your account Export ready

Used by the world's leading companies

Export X / Twitter Ads data to Azure SQL

Catchr handles extraction, normalization, and loading automatically.

Centralize

Centralize X / Twitter Ads data in Azure SQL

Bring all your X / Twitter Ads data into your warehouse and make it available for analytics, machine learning, and internal applications.

Source

X / Twitter Ads Advertising data

INaccounts PMadvertisers CUcampaigns BLad_groups

Catchr pipeline IN PM CU Extract · normalize · load

Azure SQL catchr_data.X / Twitter Ads_raw

TableScopeStatus

accountsSelectedReady

advertisersSelectedReady

campaignsSelectedReady

ad_groupsSelectedReady

Data freshness

Keep your AzureSQL tables up to date

Automatically sync new data from X / Twitter Ads so every dashboard, model, and report works with fresh information.

X / Twitter AdsConfigured account

AzureSQLTwitter Ads Metrics_raw

Rows processed Scheduled loads Example 24h

00:0006:0012:0018:00

Latest run Completed 06:00 UTC

New rows +428 4 tables updated

Next run Scheduled 12:00 UTC

accounts326 updated advertisers102 appended Warehouse up to date

Analysis

Unify X / Twitter Ads with the rest of your business data

Join marketing, finance, CRM, and product data inside the same warehouse.

Business data model

model / business_360

Warehouse inputs

QuickBooks accounts · App Clicks Advertising

Marketingcampaign · spend · UTM Ads

CRMcontact_id · lifecycle Sales

Productaccount_id · event_date Usage

Match keys customer · date · campaign

AzureSQL model business_360 Unified

FieldFrom

customer_idCRM

App Clicksaccounts

ad_spendMarketing

lifecycle_stageCRM

active_usersProduct

Ready for SQL 5 business fields

X / Twitter Ads metrics and dimensions available in Azure SQL

Access 277 metrics and 141 dimensions from X / Twitter Ads connectors including Conversion Purchases Total, Conversion Purchases Sale Amount, Mobile Conversion Purchases Total, Mobile Conversion Add To Carts Total, Mobile Conversion Checkouts Initiated Total, Date, Campaign Name, Ad Group Name, Ad Name, Campaign Effective Status, Account Name and many more...

277

Metrics availables

141

Dimensions availables

View all Twitter Ads Metrics metrics and dimensions

Connect X / Twitter Ads to Azure SQL in minutes

Move your data from X / Twitter Ads to Azure SQL with a simple setup. Once connected, Catchr handles the ingestion automatically so your warehouse stays up to date without manual work.

Step one

Connect your X / Twitter Ads account

Authenticate your X / Twitter Ads account securely in Catchr. No custom scripts, API maintenance, or engineering work required.

Connect now

Client A · Connected sources

5 sources ready

X / Twitter Ads 3 advertising accounts Connected

Google Ads 2 advertising accounts Connected

Google Analytics 4 1 web property Connected

HubSpot 1 CRM portal Connected

Step two

Choose the AzureSQL destination

Enter the Azure SQL server host, database, and login details. Catchr verifies the destination before any marketing data is exported.

Destination / Azure SQL Required fields

Host Required

catchr-reporting.database.windows.net

Username Required

catchr_loader

Password Required

••••••••••••

Database Required

marketing_reporting

Step three

Keep your AzureSQL tables updated

Choose the fields, initial history, partition field, and recurring schedule for the job. Catchr refreshes the configured import window in your AzureSQL table.

Export job / Azure SQL Example

Schema Destination

dbo

Table Per job

meta_ads_daily

Recurring schedule Choose a cadence

Every 6 hours

Daily · 06:00

Weekly · Mon

Export readySelected fields · configured history

Every 6 hours

Review 30-day Twitter Ads campaign delivery in SQL.

This example summarizes spend, impressions, clicks, and click-through rate by campaign.

30-day window

SELECT
  campaign_name,
  SUM(spend) AS spend,
  SUM(impressions) AS impressions,
  SUM(clicks) AS clicks,
  SAFE_DIVIDE(
    SUM(clicks),
    SUM(impressions)
  ) AS ctr
FROM `your_project.marketing_raw.twitter_ads_daily`
WHERE date >= DATE_SUB(
  CURRENT_DATE(),
  INTERVAL 30 DAY
)
GROUP BY campaign_name
ORDER BY spend DESC;

Illustrative SQL — adapt it to the fields and schema selected in your export. Standard SQL

Connect more table to your X / Twitter Ads data

Open the dedicated route for each platform. Its field catalog, reporting grain, historical constraints, and warehouse use cases should be specific to that source.

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Finance

Before you schedule the job.

Answers about AzureSQL setup, available source data, schedules, table updates, and SQL use cases.

What do I need to export X / Twitter Ads data to Azure SQL?

Register X / Twitter Ads, save the Azure SQL connection details, and pair both systems in a datastream. The associated job previews and writes the selected columns to "campaigns".

What does an X / Twitter Ads table in Azure SQL contain?

Select concrete X / Twitter Ads fields such as App Clicks, Spend, Total Spend Transactions, and Day of the month. You can rename the chosen columns, preview the result, and write them to Azure SQL tables such as accounts, advertisers, and campaigns.

How do scheduled Azure SQL jobs keep X / Twitter Ads data current?

The "campaigns" job can begin with a historical X / Twitter Ads fetch and continue on a recurring schedule. Available history and frequency depend on the source API and your plan.

What controls row replacement in an X / Twitter Ads Azure SQL table?

Select a valid date field when configuring the X / Twitter Ads job for "campaigns". Catchr deletes and rewrites the scheduled window, limiting duplicate rows across overlapping runs.

How can I model X / Twitter Ads performance with Azure SQL?

With X / Twitter Ads data, an Azure SQL query can summarize spend, impressions, clicks, and click-through rate by campaign. Turn App Clicks and Spend into a stable Azure SQL view that analysts and reporting tools can query repeatedly.

Does my Azure SQL database need to exist before I connect it?

Yes. Connect an existing Azure SQL database first. The Catchr job creates and populates the destination table you configure inside that database.

Can I load several marketing sources into the same Azure SQL database?

Yes. Create a separate datastream and job for each source, write each export to its own table, then combine the data downstream with SQL, views, or your BI tool.

Still have a question ?

Our teams is always here to responds to any question you could have about our data connector.

Used by the world's leading companies

Export X / Twitter Ads data to Azure SQL

Centralize X / Twitter Ads data in Azure SQL

Keep your AzureSQL tables up to date

Unify X / Twitter Ads with the rest of your business data

X / Twitter Ads metrics and dimensions available in Azure SQL

Connect X / Twitter Ads to Azure SQL in minutes

Connect your X / Twitter Ads account

Choose the AzureSQL destination

Keep your AzureSQL tables updated

Review 30-day Twitter Ads campaign delivery in SQL.

Connect more table to your X / Twitter Ads data

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