ScriptAI for Codev1.2

Sentiment Dashboard

by Community · open-source · Last verified 2026-03-17

Ingests social media feeds, reviews, and support tickets in near-real-time, scores sentiment at entity and aspect level using a fine-tuned RoBERTa model, and renders a live Streamlit dashboard with trend charts, topic clustering, and configurable alert thresholds for brand-crisis detection.

https://github.com/cardiffnlp/twitter-roberta-base-sentiment ↗

C+

C+—Average

Adoption: B+Quality: AFreshness: ACitations: C+Engagement: F

Specifications

License: MIT
Pricing: open-source
Capabilities: aspect-sentiment, real-time-ingestion, topic-clustering, alert-thresholds
Integrations: transformers, streamlit, kafka, postgresql, plotly
Use Cases: brand-monitoring, product-review-analysis, customer-voice-programs
API Available: No
Language: python
Dependencies: transformers, streamlit, kafka-python, psycopg2, plotly, scikit-learn
Environment: Python 3.10+
Est. Runtime: Real-time; latency <500ms per document
Tags: sentiment-analysis, dashboard, brand-monitoring, nlp, streamlit
Added: 2026-03-17
Completeness: 100%

Index Score

Adoption

Quality

Freshness

Citations

Engagement

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