Metabase vs. Plotly Dash

Getting data using query with multiple joins is very fast with Metabase, and role-based access to the reports can be provided to users. The only place it lags right now is the filter for page and page size. This comes with great support for container-based deployment and on-system deployment, too. I did both container and system direct installation, and direct deployment became a bit challenging. On the other hand, it really provides very good support for data representation.

Incentivized

Plotly Dash suits well where you need to build a web-based reporting tool as a minimum viable product. You will be surprised when you build your first hosted web-based reporting tool in a few minutes without the need for web development expertise. However, when it comes to building a more complete solution, you may feel a bit restricted by the options provided by the API. But as you imagine, this is the cost of the abstraction of the web development layer, in other words, simplicity vs completeness. Still, Plotly Dash is a powerful option whenever you prefer simplicity over completeness.

Incentivized

• Store Data
• Make Querying easy
• Quickly ingest data from many sources

Incentivized

• Simple codes to create quick graphs.
• Nice exportable figures.
• Good for the initial exploratory analysis of the data.

Incentivized

• The layout could be more modern
• Would be great to have a drag and drop option to build dashboards

Incentivized

• React JSX syntax support can be added/improved.
• Built-in UI components can be improved.
• The API used for AJAX calls can be made more understandable and simpler.

Incentivized

The tool serves as the purpose of what we were looking for. I am giving us eight because it is cumbersome and needs separate deployment on production; otherwise, it creates memory issues for small servers. Apart from this, this is an excellent tool, providing data features some analysts want. Its backend is heavy, but it works pretty smoothly on front-end users.

Incentivized

It does not stack up against Metabase, they complete each other.

Incentivized

Incentivized

• Departmental Reporting - allows each department to measure and track KPIs
• Visibility - everyone has access to the data they need and context on the rest of the business' goals
• Churn - Helps to predict churn from our partners given their sales and forecasts

Incentivized

• Reduce product monetization lead time
• Real time performance monitoring
• Deep learning to allow better marketing segmentation models

Incentivized