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data-analytics

Create data pipeline and analytics architecture diagrams using PlantUML syntax with database/analytics stencil icons. Best for ETL pipelines, data lakes, real-time streaming, data warehousing, and BI dashboard design.

All-time #4106 Trending #7901 Hot #480 First seen Apr 11, 2026
8-week activity · all time api

Installation

$ npx skills add markdown-viewer/skills --skill data-analytics
View on skills.sh ↗ GitHub repository ↗

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Not declared
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Windsurf Not declared
Gemini CLI Not declared
Cline Not declared
OpenCode Not declared

Repository health

Stars 3.3K
License GPL-3.0
Default branch main
Open issues 2
Status Active

Skill metadata

Parsed from SKILL.md frontmatter.

More metadata
author
Data analytics diagrams are powered by Markdown Viewer — the best multi-platform Markdown extension (Chrome/Edge/Firefox/VS Code) with diagrams, formulas, and one-click Word export. Learn more at https://docu.md

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 5,299 B
  • docs SUMMARY.md 239 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 3,200 installs

Videos

Tutorials, guides, and showcases specifically about this skill.

SKILL.md

Data Analytics Diagram Generator

Quick Start: Define data sources → Declare ingestion/ETL icons → Connect to storage/warehouse → Add BI/visualization → Wrap in `plantuml fence.

⚠️ IMPORTANT: Always use `plantuml or `puml code fence. NEVER use `text — it will NOT render as a diagram.

Critical Rules

  • Every diagram starts with @startuml and ends with @enduml
  • Use left to right direction for data pipelines (Source → Ingest → Transform → Store → Visualize)
  • Use mxgraph.aws4.* stencil syntax for analytics, database, and storage icons
  • Default colors are applied automatically — you do NOT need to specify fillColor or strokeColor
  • Use rectangle "Zone" { ... } or package "Layer" { ... } for grouping pipeline stages
  • Directed flows use -->, async/streaming flows use ..> (dashed)

Full stencil reference: See [stencils/README.md](../uml/stencils/README.md) for 9500+ available icons.

Mxgraph Stencil Syntax

mxgraph.aws4.<icon> "Label" as <alias>

Analytics & ETL Stencils

Category Stencils Purpose
Query Engine athena, athenadatasource_connectors Serverless SQL on S3 data
ETL glue, gluecrawlers, gluedatacatalog, awsgluedataquality, awsgluefor_ray Data integration & cataloging
Streaming kinesis, kinesisdatastreams, kinesisdatafirehose, kinesisdataanalytics, kinesisvideostreams Real-time data streaming
MapReduce emr, emrengine, emrenginemaprm3, emrenginemapr_m5 Big data processing (Spark, Hive)
Data Warehouse redshift, redshiftra3, redshiftstreamingingestion, redshiftml Columnar analytics warehouse
Search opensearchservicedatanode, opensearchingestion, cloudsearch Full-text search & log analytics
BI quicksight Dashboards & visualizations
Data Lake lakeformation, s3, glacier, glacierdeep_archive Governed data lake storage
Catalog datazonecustomassettype, dataexchange Data governance & sharing
Streaming Kafka msk, msk_connect Managed Kafka streaming

Database Stencils

Category Stencils Purpose
Relational aurora, aurorainstance, rds, rdsinstance, rdsmysqlinstance, rdspostgresqlinstance Transactional databases
NoSQL dynamodb, dynamodbtable, dynamodbglobalsecondaryindex, dynamodb_stream Key-value & document store
Graph neptune Graph database
In-Memory elasticache, elasticacheforredis, elasticacheformemcached Cache & session store
Document documentdb, documentdbwithmongodb_compatibility Document database
Ledger quantumledgerdatabase Immutable transaction log
Wide-Column keyspaces Cassandra-compatible

Connection Types

Syntax Meaning Use Case
A --> B Solid arrow Batch data flow / API call
A ..> B Dashed arrow Streaming / async / CDC
A -- B Solid line Bidirectional sync
A --> B : "label" Labeled connection Describe data format or volume

Quick Example

@startuml
left to right direction
mxgraph.aws4.s3 "Data Lake\n(S3)" as s3
mxgraph.aws4.glue "Glue\nETL" as glue
mxgraph.aws4.redshift "Redshift" as rs
mxgraph.aws4.quicksight "QuickSight" as qs

s3 --> glue
glue --> rs
rs --> qs
@enduml

Data Analytics Architecture Types

Type Purpose Key Stencils Example
Data Lake Centralized raw data store s3, lake_formation, glue, athena [data-lake.md](examples/data-lake.md)
Real-time Streaming Event stream processing kinesis, msk, lambdafunction, opensearchservice [real-time-streaming.md](examples/real-time-streaming.md)
Data Warehouse Star-schema analytics redshift, glue, quicksight [data-warehouse.md](examples/data-warehouse.md)
ETL Pipeline Extract-transform-load glue, gluecrawlers, gluedata_catalog, s3 [etl-pipeline.md](examples/etl-pipeline.md)
Log Analytics Centralized logging kinesisdatafirehose, opensearchservice, lambdafunction [log-analytics.md](examples/log-analytics.md)
ML Feature Store Feature engineering pipeline glue, s3, athena, emr [ml-feature-pipeline.md](examples/ml-feature-pipeline.md)
CDC Pipeline Database change capture dynamodbstreams, kinesis, lambdafunction, redshift [cdc-pipeline.md](examples/cdc-pipeline.md)
Multi-source BI Cross-database reporting aurora, dynamodb, redshift, quicksight [multi-source-bi.md](examples/multi-source-bi.md)