---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "NumWorks Graphing Calculator"
bundle_id: "com.numworks.calculator"
parent_report: "https://marlvel.ai/api/llm/apps/education/numworks-graphing-calculator"
canonical_url: "https://marlvel.ai/apps/numworks-graphing-calculator#user-sentiment"
report_date: "2026-09-23"
license: CC-BY-NC-4.0
citation: "Marlvel.ai - NumWorks Graphing Calculator User Sentiment (section of intelligence report)"
---

## 🟢 User Sentiment (High Confidence: 60 of 82 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.31/5
- **Platform Split:** iOS 4.4/5 (98 ratings) | Android 4.3/5 (1.9K ratings)
- **Overall Sentiment:** Excited

### Top Praises
- **The app provides a high-fidelity simulation of physical graphing calculators that students find essential for homework**
- **The absence of advertisements and the free cost structure make this a highly accessible educational tool**

### Top Complaints (Impact Areas)

- **The lack of persistent state management forces users to reconfigure settings every time they reopen the app**

<!-- /section:sentiment -->
<!-- section:swot -->