Automate Data Analysis and Visualization Using Uploaded Files
Upload spreadsheets for instant cleaning and visual chart generation.
Delegate data cleaning and visualization tasks to Gemini by uploading files from Google Drive or your local device.
The Scenario
You have a messy CSV or Excel file of sales data and need to quickly identify trends and create a visual report for a meeting starting in 10 minutes.
Before & after
You would manually clean the data in Excel or Google Sheets and use the chart wizard to experiment with different visualizations until you find one that works. (45–60 minutes)
Upload your spreadsheet directly to Gemini. Ask it to clean the data and generate specific charts or visualizations to highlight trends. (2–4 minutes)
The Prompt
Analyze the attached data file [UPLOAD_FILE]. Please identify the top 3 trends, clean any inconsistent formatting in the 'Date' column, and create a bar chart showing monthly performance.
Gemini is evolving to act as a personal data analyst. Instead of just describing data, it can now create the actual visualizations and help you uncover insights that might be missed during manual review.
Source
Release notes | Gemini API | Google AI for Developers"Gemini will soon act as a data analyst, creating visualizations and charts from uploaded data."