FigureĀ 2
A flowchart of an automated workflow for social media data processing and AI analysis.The flowchart begins with a Schedule Trigger and a manual trigger labeled 'When clicking Test workflow'. It then proceeds to a Code block, followed by a Google Sheets component labeled 'read sheet'. The data flows into a Loop Over Items block, which splits into a Filter and an OpenRouter Chat Model. The Filter directs data to a Basic LLM Chain, which processes the data and sends it to a Structured Output Parser. The parsed data is then sent to another Google Sheets component labeled 'appendOrUpdate sheet'. The flowchart illustrates the automated process of reading data from a Google Sheet, processing it through various AI models, and updating the Google Sheet with the results.

Automated workflow for social media data processing and AI analysis. Source: Authors’ own work

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