ENG-7498: Blog (From Jupyter Notebook to Production Dashboard)

[LineIndent]

No description provided.

[linear]

ENG-7498 Blog: From Jupyter Notebook to Production Dashboard

[LineIndent]

Needs a thumbnail**

[greptile-apps]

Greptile Summary

This PR adds a new blog post titled "From Jupyter Notebook to Production Dashboard" that demonstrates how to transform static Jupyter notebook analyses into interactive, production-ready dashboards using Reflex. The blog post is a comprehensive tutorial that walks data scientists through converting a typical customer churn analysis from a notebook format to a web-based dashboard.

The post follows a logical progression, starting with the common problem of static notebooks and their limitations for sharing insights with stakeholders. It then provides a complete solution using Reflex, preserving existing pandas and scikit-learn workflows while adding interactive capabilities. The tutorial includes practical code examples for data processing, state management, component creation, and deployment.

Key sections include:

• Problem identification with static notebooks
• Complete data science workflow using the IBM Telco Customer Churn dataset
• State management implementation with async data loading
• Interactive chart components using Reflex's charting capabilities
• Main dashboard structure with filtering and real-time updates
• Deployment guidance and a live demo link

This blog post fits well within the existing /blog directory structure, which contains various technical guides, tutorials, and feature announcements. It specifically addresses the data science community, expanding Reflex's reach beyond traditional web developers to data professionals looking to productionize their analyses without learning JavaScript or complex web frameworks.

PR Description Notes:

• The pull request body is null, which makes it difficult to understand the context or reasoning behind the changes

Confidence score: 3/5

• This PR has a critical frontmatter parsing issue that could break blog post rendering
• Score lowered due to incomplete image field in frontmatter that may cause build failures
• Pay close attention to the frontmatter section (lines 1-13) which has an incomplete image field

_{1 file reviewed, 1 comment}

_{Edit Code Review Bot Settings | Greptile}