Agent skill
data-analysis-data-pipeline-architecture
Sub-skill of data-analysis: Data Pipeline Architecture (+2).
Install this agent skill to your Project
npx add-skill https://github.com/vamseeachanta/workspace-hub/tree/main/.claude/skills/_archive/data/analysis/data-analysis/data-pipeline-architecture
SKILL.md
Data Pipeline Architecture (+2)
Data Pipeline Architecture
Raw Data --> Ingestion --> Processing --> Analysis --> Visualization --> Reporting
| | | | | |
+-- Files +-- Validate +-- polars +-- EDA tools +-- streamlit +-- great-tables
+-- APIs +-- Clean +-- Transform +-- Profiling +-- dash +-- Export
+-- DB +-- Schema +-- Aggregate +-- Insights +-- Charts +-- Share
Dashboard Development Flow
Requirements --> Prototype --> Iterate --> Deploy --> Monitor
| | | | |
+-- Metrics +-- streamlit +-- Feedback +-- Cloud +-- Usage
+-- Users +-- Mock data +-- Polish +-- Auth +-- Performance
+-- Frequency +-- Layout +-- Test +-- Scale +-- Alerts
EDA Workflow
Load Data --> Profile --> Visualize --> Document --> Share
| | | | |
+-- Sample +-- ydata +-- autoviz +-- Findings +-- HTML
+-- Schema +-- sweetviz +-- Custom +-- Issues +-- Notebook
+-- Types +-- Alerts +-- Explore +-- Next +-- Slides
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