Sentiment Analysis Dashboard

Build a real-time sentiment analysis dashboard that monitors text data from uploaded reviews, tweets, or feedback. Display sentiment trends over time, word clouds, and AI-generated insights about what drives positive or negative sentiment.

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dashboardvisualizationnlpsentiment-analysis

Objectives

Classify text entries as positive, negative, or neutral using AI
Display sentiment distribution and trends over time as interactive charts
Generate word clouds for positive and negative sentiment categories
Use AI to identify key drivers behind sentiment shifts
Support filtering by date range, category, and sentiment score

Hints

Batch text entries for sentiment classification to reduce API calls
Use a simple scoring system (-1 to 1) to enable numerical trend analysis
Consider using a lightweight library like d3-cloud for word cloud rendering

Resources

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