
Metro ICU Beds
Metropolitan area ICU bed capacity data.
Public Health & Epidemiology1m
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92.5%
Success Rate
CI: 89.0-96.0%
302
Total Datasets
Total attempts
98s
Median Generation Time
Across all attempts
1 KB - 25 MB
File Size
min. - max.

Metro ICU Beds
Metropolitan area ICU bed capacity data.
Public Health & Epidemiology1m

311 Animal Complaints
NYC 311 service requests related to animal complaints.
Government & Public Services1m

Basketball Win Shares
Basketball quasi win shares advanced analytics.
Sports & Recreation1m

Earthquakes (23K Events)
Large earthquake dataset with 23,000 seismic events.
Geospatial Data1m
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Learn why data teams are moving past generic AI tools and rigid BI tools:
| What you get | Plotly Studio | Vibe-coding tools (Cursor, Replit, Claude) | Traditional BI (Tableau, Power BI) |
|---|---|---|---|
| Output quality | Production Python apps | Developer skill-dependent | Closed-source dashboards |
| AI reliability | Verified & benchmarked | Hallucination-prone | Limited |
| Visualization best practices | Industry-leading | Model-dependent | Limited |
| AI assistance | Fully assisted | Manual vibe-coding | Limited AI assistance |
| Data cleaning | AI assisted | Manual vibe-coding | Manual queries |
| Development flexibility | Flexible with defaults | Unlimited | Extremely limited |
| Data sources | Flexible connections built with trained AI | Flexible connections built with stock AI | Conventional connectors |
| Deployment | One-click deployment | Artifacts or roll-your-own | One-click deployment |
| Code available/editable | Yes | Yes | No |
| Vendor lock-in | No | No | Yes |
| Authentication | Teams | User access | Teams |
Output quality
Plotly Studio
Production Python apps
Vibe-coding tools (Cursor, Replit, Claude)
Developer skill-dependent
Traditional BI (Tableau, Power BI)
Closed-source dashboards
AI reliability
Plotly Studio
Verified & benchmarked
Vibe-coding tools (Cursor, Replit, Claude)
Hallucination-prone
Traditional BI (Tableau, Power BI)
Limited
Visualization best practices
Plotly Studio
Industry-leading
Vibe-coding tools (Cursor, Replit, Claude)
Model-dependent
Traditional BI (Tableau, Power BI)
Limited
AI assistance
Plotly Studio
Fully assisted
Vibe-coding tools (Cursor, Replit, Claude)
Manual vibe-coding
Traditional BI (Tableau, Power BI)
Limited AI assistance
Data cleaning
Plotly Studio
AI assisted
Vibe-coding tools (Cursor, Replit, Claude)
Manual vibe-coding
Traditional BI (Tableau, Power BI)
Manual queries
Development flexibility
Plotly Studio
Flexible with defaults
Vibe-coding tools (Cursor, Replit, Claude)
Unlimited
Traditional BI (Tableau, Power BI)
Extremely limited
Data sources
Plotly Studio
Flexible connections built with trained AI
Vibe-coding tools (Cursor, Replit, Claude)
Flexible connections built with stock AI
Traditional BI (Tableau, Power BI)
Conventional connectors
Deployment
Plotly Studio
One-click deployment
Vibe-coding tools (Cursor, Replit, Claude)
Artifacts or roll-your-own
Traditional BI (Tableau, Power BI)
One-click deployment
Code available/editable
Plotly Studio
Yes
Vibe-coding tools (Cursor, Replit, Claude)
Yes
Traditional BI (Tableau, Power BI)
No
Vendor lock-in
Plotly Studio
No
Vibe-coding tools (Cursor, Replit, Claude)
No
Traditional BI (Tableau, Power BI)
Yes
Authentication
Plotly Studio
Teams
Vibe-coding tools (Cursor, Replit, Claude)
User access
Traditional BI (Tableau, Power BI)
Teams

This is where AI innovation really shines. It helped spark ideas I might’ve missed after staring at the same data too long. When you’re stuck, that fresh perspective is gold. I can jump right in, tweak the code, rearrange the layout, and even publish it to the cloud with ease.
— Arich Knaub
Data scientist & ML engineer

Plotly Studio: finish your month-end accounting reports in only 5 minutes with no formulas, no coding, no point-and-click designing, no queries. Plotly Studio's AI created a dozen prompts and visuals automatically.
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Technical editor & 3 US patents in BI

I have no affiliate or financial relationship with Plotly. Just extremely impressed with how they have built this analysis and visualization front end from the ground up to fully leverage the strength of frontier AI models and cutting-edge AI tools.
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Independent Consultant & Expert Power BI user
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