Analyze sentiment with Hugging Face when a survey response is added to Google Sheets, then add the results to Google Sheets
Analyze sentiment with Hugging Face when a survey response is added to Google Sheets, then add the results to Google Sheets
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Hugging Face &
Google Sheets
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■Overview
As survey responses pile up, manually reviewing and categorizing each one can be time-consuming. Analyzing customer sentiment from free-form responses is especially labor-intensive. With this workflow, whenever a new response is added to Google Sheets, Hugging Face automatically analyzes the sentiment of the text and writes the results back to the original sheet, helping streamline survey analysis.
■Who This Template Is For
- Anyone managing surveys in Google Sheets and spending too much time on manual analysis
- Anyone looking to analyze customer feedback with Hugging Face and use the insights to improve their services
- Marketing professionals aiming to streamline data analysis with AI
■Benefits of This Template
- Sentiment analysis runs automatically when a response is added to Google Sheets, reducing the time required for manual analysis.
- AI-powered text classification standardizes analysis criteria, reduces inconsistencies between reviewers, and helps eliminate reliance on individual team members.
■Workflow Overview
- First, connect Google Sheets and Hugging Face to Yoom.
- Next, select Google Sheets as the trigger and set the “When a row is added” action.
- Then, set Hugging Face’s “Classify Text” action as the operation and specify the survey text in the added row as the text to analyze.
- Finally, set Google Sheets’ “Update Record” action as the operation and write Hugging Face’s analysis results back to specific columns in the original row.
※“Trigger”: An action that starts the workflow. “Operation”: An action that performs a process within the workflow after the trigger starts.
■Customization Options
■Customization Options
- When configuring the Google Sheets trigger and operations, select the spreadsheet where you collect survey responses and the sheet where you want to write the analysis results.
■Notes
- Connect both Google Sheets and Hugging Face to Yoom.
- You can choose a trigger interval of 5, 10, 15, 30, or 60 minutes.
- Note that the shortest available trigger interval varies by plan.
- For important notes on using Google Sheets as an app trigger, see “[App Trigger] Important Notes on the Google Sheets Trigger”.
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About the apps you use
Hugging Face
In Yoom, you can integrate with Hugging Face's API without any code and use various AI models via Hugging Face. For example, you can use sentiment analysis models for any text or models that calculate similarity between multiple texts without any coding.
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Google Sheets
At Yoom, you can utilize the Google Sheets API without any coding. By integrating Sheets with Yoom, you can automate data entry into spreadsheets and automatically create documents based on spreadsheet templates. Additionally, you can sync spreadsheet information with Yoom's database for various applications.
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