Automate Facebook Group Data Extraction and Sentiment Analysis
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Streamline your social media listening by automatically extracting data from Facebook groups and performing sentiment analysis. Gain actionable insights into brand perception and customer feedback with this powerful automation workflow.
About This Workflow
This n8n workflow automates the process of collecting and analyzing data from Facebook groups. It leverages BrightData's powerful data extraction capabilities to trigger data collection, monitor its progress, and retrieve the results. Once the data is fetched, it's filtered for relevant brand mentions and then subjected to sentiment analysis using Langchain's advanced language models. The workflow is designed to process up to 20 posts at a time, providing a focused and manageable dataset for analysis. This enables businesses to efficiently understand public opinion, identify trends, and proactively manage their online reputation.
Key Features
- Automated Facebook Group Data Extraction: Seamlessly pull data from targeted Facebook groups.
- Real-time Progress Monitoring: Track the status of your data extraction jobs.
- Brand Mention Filtering: Isolate posts that specifically mention your brand or relevant keywords.
- Advanced Sentiment Analysis: Utilize AI models to categorize post sentiment as positive, negative, or neutral, with detailed results.
- Configurable Data Limits: Process a manageable number of posts (default 20) for efficient analysis.
How To Use
- Configure Credentials: Ensure your BrightData API key and endpoint, and OpenRouter API key are set up in the
Set up KEYSnode. - Define Facebook Group URLs: In the
facebook groupsnode, provide the URLs of the Facebook groups you want to extract data from in thejsonBodyparameter. - Trigger Data Extraction: The
facebook groupsnode will initiate the data collection process via the BrightData API. - Monitor Extraction Progress: The
get progressnode continuously checks the status of the data extraction job. - Handle Data Status: The
Switchnode directs the workflow based on whether the data isreadyor stillrunning. - Wait for Completion: If the data is still
running, theWaitnode pauses the workflow for a set duration before re-checking. - Retrieve and Filter Data: Once
ready, theGet datanode fetches the extracted posts, and theLimitnode sets the maximum number of items to process. TheFilter brand namenode then isolates posts containing your specified brand names. - Analyze Sentiment: The
Sentiment Analysisnode processes the filtered content, providing sentiment categorization. Optionally, theOpenRouter Chat Modelcan be used for more nuanced text generation or analysis. - Merge Results: The
Mergenode consolidates the results from the sentiment analysis and other relevant nodes for further processing or output.
Apps Used
Workflow JSON
{
"id": "1da262e4-353c-41ef-b6dc-6da5c5f7e18c",
"name": "Automate Facebook Group Data Extraction and Sentiment Analysis",
"nodes": 15,
"category": "Operations",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: 1da262e4-353c...
About the Author
Crypto_Watcher
Web3 Developer
Automated trading bots and blockchain monitoring workflows.
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