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Google BigQuery and X (Formerly Twitter) integration
Save yourself the work of writing custom integrations for Google BigQuery and X (Formerly Twitter) and use n8n instead. Build adaptable and scalable Data & Storage, Development, and Marketing workflows that work with your technology stack. All within a building experience you will love.
How to connect Google BigQuery and X (Formerly Twitter)
- Step 1: Create a new workflow
- Step 2: Add and configure nodes
- Step 3: Connect
- Step 4: Customize and extend your integration
- Step 5: Test and activate your workflow
Step 1: Create a new workflow and add the first step
In n8n, click the "Add workflow" button in the Workflows tab to create a new workflow. Add the starting point – a trigger on when your workflow should run: an app event, a schedule, a webhook call, another workflow, an AI chat, or a manual trigger. Sometimes, the HTTP Request node might already serve as your starting point.
Step 2: Add and configure Google BigQuery and X (Formerly Twitter) nodes
You can find Google BigQuery and X (Formerly Twitter) in the nodes panel. Drag them onto your workflow canvas, selecting their actions. Click each node, choose a credential, and authenticate to grant n8n access. Configure Google BigQuery and X (Formerly Twitter) nodes one by one: input data on the left, parameters in the middle, and output data on the right.
Step 3: Connect Google BigQuery and X (Formerly Twitter)
A connection establishes a link between Google BigQuery and X (Formerly Twitter) (or vice versa) to route data through the workflow. Data flows from the output of one node to the input of another. You can have single or multiple connections for each node.
Step 4: Customize and extend your Google BigQuery and X (Formerly Twitter) integration
Use n8n's core nodes such as If, Split Out, Merge, and others to transform and manipulate data. Write custom JavaScript or Python in the Code node and run it as a step in your workflow. Connect Google BigQuery and X (Formerly Twitter) with any of n8n’s 1000+ integrations, and incorporate advanced AI logic into your workflows.
Step 5: Test and activate your Google BigQuery and X (Formerly Twitter) workflow
Save and run the workflow to see if everything works as expected. Based on your configuration, data should flow from Google BigQuery to X (Formerly Twitter) or vice versa. Easily debug your workflow: you can check past executions to isolate and fix the mistake. Once you've tested everything, make sure to save your workflow and activate it.
Popular Google BigQuery and X (Formerly Twitter) workflows
+4
Auto-Generate And Post Tweet Threads Based On Google Trends Using Gemini AI
AI-Powered Twitter Automation using n8n to Check BigQuery Latest Google Trend and Publish
Who is this for?
This template is designed for:
Content creators
Tech influencers
Educators and marketers
who want to automatically tweet trend-based threads using AI and stay relevant without spending time on manual research and content writing.
What problem does this workflow solve?
Creating daily engaging Twitter threads takes time and effort. This workflow:
Finds trending search terms in your region (via Google Trends)
Selects the most relevant topic using AI
Generates a thread of five value-packed tweets
Publishes them automatically on X (Twitter)
You get high-quality, niche-specific content on autopilot — ideal for boosting visibility, brand awareness, and engagement.
What this workflow does
⏰ Runs on a scheduled basis (daily at your preferred hour)
🌍 Uses BigQuery to fetch the top 25 trending search terms
🎯 AI Agent selects one niche-relevant trend
✍️ AI generates a 5-part tweet thread using Gemini or OpenAI
🐦 Tweets are published to X (Twitter) in sequence
🔁 Works with any niche – simply modify the AI prompt
Setup Instructions
🔧 Google Cloud Setup
Create a project in Google Cloud Console
Enable BigQuery API
Use the included SQL to fetch Google Trends
🐦 Twitter Developer Setup
Go to developer.twitter.com
Create an app and generate OAuth 2.0 credentials
🧠 AI Credentials
Add either Gemini API Key or OpenAI Key in n8n
✨ Customize
Modify the AI prompts to match your niche (e.g., marketing, health, finance)
Adjust tweet tone, call to action, hashtags, or output format
How to customize this workflow to your needs
🌍 Change Google Trends region or country in the SQL query
🧠 Switch to another AI model (Claude, GPT-4o, DeepSeek, etc.)
📢 Replace Twitter with LinkedIn, Telegram, or Slack integration
📊 Add metrics or logging for tweet performance (advanced)
🎥 Watch How It Works
> In this tutorial, I walk you through the full automation – from pulling Google Trends to posting your AI-generated tweet thread using n8n.
Example Use Cases
🔍 Daily tweet series on trending tools or technologies
💹 Market insights or productivity tips based on daily trends
🎓 Educational content scheduled automatically
🧠 Personal brand building using consistent, trend-aware posts
Dependencies
n8n (self-hosted or cloud)
Google Cloud project with BigQuery enabled
Twitter Developer Account (OAuth 2.0 setup)
AI provider (Gemini or OpenAI)
Keywords
n8n twitter automation, tweet scheduler, X automation, auto post tweets, AI tweet writer, trending topics Twitter bot, Google Trends automation, AI content workflow, tweet generator using GPT, Twitter bot with Gemini, twitter + n8n
Support & Credit
Created by Amjid Ali —
🏆 Global CIO200 | Founder of Syncbricks
If this template saved you time, consider supporting:
➡️ paypal.me/pmptraining
📚 Learn more:
Enroll in the full n8n course
LMS
More automation templates
Watch all YouTube tutorials
Build your own Google BigQuery and X (Formerly Twitter) integration
Create custom Google BigQuery and X (Formerly Twitter) workflows by choosing triggers and actions. Nodes come with global operations and settings, as well as app-specific parameters that can be configured. You can also use the HTTP Request node to query data from any app or service with a REST API.
Google BigQuery and X (Formerly Twitter) integration details
Other integrations with Google BigQuery
Other integrations with X (Formerly Twitter)
Google BigQuery and X (Formerly Twitter) integration tutorials
FAQs
Can Google BigQuery connect with X (Formerly Twitter)?
Can I use Google BigQuery’s API with n8n?
Can I use X (Formerly Twitter)’s API with n8n?
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Need help setting up your Google BigQuery and X (Formerly Twitter) integration?
Discover our latest community's recommendations and join the discussions about Google BigQuery and X (Formerly Twitter) integration.
Twitter Authentication not Working
lexgabrees
I’ve been trying to connect the Twitter node to well, Twitter. Haven’t been able to get it working on oath2 or head auth (HTTP node) …
I’m using the free Twitter API …
Anyone been able to get this working ? If so, how…
Twitter credentials does not working
Andrey Khokhlov
Describe the problem/error/question
Twitter is not working, no matter v1 or v2 oauth. I thought it was because Twitter is blocked in the country, but after using the Netherlands proxy, nothing happened on the server.
Wh…
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