Record · corpus.blog/posts/01a087e4-ec92-71cc-b6d2-55ba7aa856ca

Why Semantic Layers Matter—and How to Build One with DuckDB

Blogs - Data Engineering Blog & Second Brain · published 24 August 2025

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https://www.ssp.sh/services/

ssp.sh

https://github.com/sspaeti/semantic-layer-duckdb

github.com

The Rise of the Semantic Layer Read at the source ↗

ssp.sh

https://cube.dev/blog/exploring-the-semantic-layer-through-the-lens-of-mvc

cube.dev

https://cube.dev/blog/universal-semantic-layer-capabilities-integrations-and-enterprise-benefits

cube.dev

https://communityovercode.org/wp-content/uploads/2023/10/mon_dataeng_building-a-semantic-metrics-layer-using-calcite-julian-hyde.pdf?ref=ssp.sh

communityovercode.org

https://youtu.be/kcctcQhlxOw?si=hdRHLFlWY11bYNgl&t=1119

youtu.be

https://www.youtube.com/watch?v=EOpkSsSDv40&t=2457s

youtube.com

https://github.com/boringdata/boring-semantic-layer

github.com

https://github.com/ibis-project/ibis

github.com

https://en.wikipedia.org/wiki/Logical_schema

en.wikipedia.org

https://www.ssp.sh/blog/semantic-layer-duckdb/sl-duckdb-bsl-architecture.png

ssp.sh

https://ducklake.select/

ducklake.select

https://www.nyc.gov/site/tlc/about/tlc-trip-record-data.page

nyc.gov

https://motherduck.com/docs/getting-started/sample-data-queries/datasets/

motherduck.com

https://motherduck.com/docs/getting-started/sample-data-queries/nyc-311-data/

motherduck.com

https://motherduck.com/docs/getting-started/sample-data-queries/foursquare/

motherduck.com

https://www.nyc.gov/assets/tlc/downloads/pdf/data_dictionary_trip_records_hvfhs.pdf

nyc.gov

https://duckdb.org/docs/stable/guides/meta/summarize.html

duckdb.org

https://github.com/sspaeti/semantic-layer-duckdb/blob/main/nyc_taxi.py

github.com

https://aws.amazon.com/cloudfront/

aws.amazon.com

https://ibis-project.org/backends/duckdb

ibis-project.org

https://en.wikipedia.org/wiki/Domain-specific_language

en.wikipedia.org

https://github.com/boringdata/boring-semantic-layer/issues/32

github.com

https://github.com/xorq-labs/xorq

github.com

https://github.com/boringdata/boring-semantic-layer/blob/main/examples/example_materialize.py

github.com

https://vega.github.io/vega-lite/

vega.github.io

https://altair-viz.github.io/

altair-viz.github.io

https://www.ssp.sh/blog/semantic-layer-duckdb/nyc-taxy-visualization.webp

ssp.sh

https://motherduck.com/blog/faster-data-pipelines-with-mcp-duckdb-ai/

motherduck.com

https://www.linkedin.com/posts/sven-gonschorek-16b5b0177_i-didnt-expect-connecting-a-data-warehouse-activity-7359199238884417537-En3D

linkedin.com

Semantic Layer Read at the source ↗

ssp.sh

https://cube.dev/blog/introducing-duckdb-and-motherduck-integrations

cube.dev

https://cube.dev/integrations/motherduck-semantic-layer-with-cube

cube.dev

https://youtu.be/z_nb-31Y30I?si=oVtuLmgq4sFckXar

youtu.be

https://www.gooddata.com/blog/gooddata-and-motherduck-take-flight-together/

gooddata.com

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bsky.app