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New entries, reword headers, regenerate ToC #137

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91 changes: 53 additions & 38 deletions README.md
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* [Projects Powered by DuckDB](#projects-powered-by-duckdb)
* [Integrations](#integrations)
* [Extensions](#extensions)
* [Official Extensions](#official-extensions)
* [Community Extensions](#community-extensions)
* [Other Extensions](#other-extensions)
* [Media](#media)
* [Talks](#talks)
* [Podcasts](#podcasts)
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- [duckplyr](https://tidyverse.github.io/duckplyr/) - Drop-in replacement for dplyr in R that uses DuckDB for performance.
- [kwack](https://github.com/rayokota/kwack) - In-Memory Analytics for Kafka using DuckDB.
- [PSDuckDB](https://github.com/dfinke/PSDuckDB) - A PowerShell module for DuckDB integration.
- [duckdb-tableau-connector](https://github.com/MotherDuck-Open-Source/duckdb-tableau-connector) - DuckDB Tableau connector.
- [duckdb-power-query-connector](https://github.com/MotherDuck-Open-Source/duckdb-power-query-connector) - DuckDB Power Query Custom Connector.
- [metabase_duckdb_driver](https://github.com/MotherDuck-Open-Source/metabase_duckdb_driver) - Metabase DuckDB Driver shipped as 3rd party plugin.

## Extensions

### [Official Extensions](https://duckdb.org/docs/extensions/official_extensions) - Official DuckDB extensions.
- [`arrow`](https://github.com/duckdb/arrow) - A zero-copy data integration between Apache Arrow and DuckDB.
- [`aws`](https://github.com/duckdb/duckdb_aws) - For handling AWS credentials.
- [`azure`](https://github.com/duckdb/duckdb_azure) - For using the Azure Blob storage.
- [`delta`](https://github.com/duckdb/duckdb_delta) - For Delta Lake support.
- [`fts`](https://duckdb.org/docs/extensions/full_text_search) - To support full text search.
- [`iceberg`](https://github.com/duckdb/duckdb_iceberg) - For reading Iceberg tables.
- [`mysql`](https://duckdb.org/docs/extensions/mysql) - To read from and write to MySQL databases.
- [`postgres`](https://duckdb.org/docs/extensions/postgres) - To read from and write to PostgreSQL databases.
- [`spatial`](https://duckdb.org/docs/extensions/spatial) - Enables geospatial processing.
- [`sqlite`](https://duckdb.org/docs/extensions/sqlite) - To read from and write to SQLite databases.
- [`vss`](https://duckdb.org/docs/extensions/vss) - Add support for vector similarity search.

### [Community Extensions](https://community-extensions.duckdb.org) - Community-contributed DuckDB extensions, easy to install and use.
- [`chsql`](https://github.com/lmangani/duckdb-extension-clickhouse-sql) - ClickHouse SQL Dialect macros for DuckDB
- [`crypto`](https://github.com/rustyconover/duckdb-crypto-extension) - Cryptographic hash functions and HMAC
- [`duckpgq`](https://github.com/cwida/duckpgq-extension) - Graph workloads that supports the SQL/PGQ standard.
- [`evalexpr_rhai`](https://github.com/rustyconover/duckdb-evalexpr-rhai-extension) - Evaluates the [Rhai](https://rhai.rs) scripting language as part of SQL.
- [`h3`](https://github.com/isaacbrodsky/h3-duckdb) - Adds support for the H3 discrete global grid system.
- [`lindel`](https://github.com/rustyconover/duckdb-lindel-extension) - Linearization/Delinearization, Z-Order, Hilbert and Morton Curves
- [`prql`](https://github.com/ywelsch/duckdb-prql) - Run PRQL commands directly within DuckDB.
- [`scrooge`](https://github.com/pdet/Scrooge-McDuck) - A set of aggregation functions and data scanners on financial data.
- [`shellfs`](https://github.com/rustyconover/duckdb-shellfs-extension) - Allows shell commands to be used for input and output.
- [`ulid`](https://github.com/Maxxen/duckdb_ulid) - ULID data type for DuckDB. A ULID is similar to a UUID except that it also contains a timestamp component.
### [Official Extensions](https://duckdb.org/docs/extensions/official_extensions)

Official DuckDB extensions, which can installed via `INSTALL ⟨extension_name⟩`.

- [`arrow`](https://github.com/duckdb/arrow) - A zero-copy data integration between Apache Arrow and DuckDB.
- [`aws`](https://github.com/duckdb/duckdb_aws) - For handling AWS credentials.
- [`azure`](https://github.com/duckdb/duckdb_azure) - For using the Azure Blob storage.
- [`delta`](https://github.com/duckdb/duckdb_delta) - For Delta Lake support.
- [`fts`](https://duckdb.org/docs/extensions/full_text_search) - To support full text search.
- [`iceberg`](https://github.com/duckdb/duckdb_iceberg) - For reading Iceberg tables.
- [`mysql`](https://duckdb.org/docs/extensions/mysql) - To read from and write to MySQL databases.
- [`postgres`](https://duckdb.org/docs/extensions/postgres) - To read from and write to PostgreSQL databases.
- [`spatial`](https://duckdb.org/docs/extensions/spatial) - Enables geospatial processing.
- [`sqlite`](https://duckdb.org/docs/extensions/sqlite) - To read from and write to SQLite databases.
- [`vss`](https://duckdb.org/docs/extensions/vss) - Add support for vector similarity search.

### [Community Extensions](https://community-extensions.duckdb.org)

Community-contributed DuckDB extensions, which can be installed via `INSTALL ⟨extension_name⟩ FROM community`.

- [`chsql`](https://github.com/lmangani/duckdb-extension-clickhouse-sql) - ClickHouse SQL Dialect macros for DuckDB
- [`crypto`](https://github.com/rustyconover/duckdb-crypto-extension) - Cryptographic hash functions and HMAC
- [`duckpgq`](https://github.com/cwida/duckpgq-extension) - Graph workloads that supports the SQL/PGQ standard.
- [`evalexpr_rhai`](https://github.com/rustyconover/duckdb-evalexpr-rhai-extension) - Evaluates the [Rhai](https://rhai.rs) scripting language as part of SQL.
- [`h3`](https://github.com/isaacbrodsky/h3-duckdb) - Adds support for the H3 discrete global grid system.
- [`lindel`](https://github.com/rustyconover/duckdb-lindel-extension) - Linearization/Delinearization, Z-Order, Hilbert and Morton Curves
- [`prql`](https://github.com/ywelsch/duckdb-prql) - Run PRQL commands directly within DuckDB.
- [`scrooge`](https://github.com/pdet/Scrooge-McDuck) - A set of aggregation functions and data scanners on financial data.
- [`shellfs`](https://github.com/rustyconover/duckdb-shellfs-extension) - Allows shell commands to be used for input and output.
- [`ulid`](https://github.com/Maxxen/duckdb_ulid) - ULID data type for DuckDB. A ULID is similar to a UUID except that it also contains a timestamp component.
- [`uc_catalog`](https://github.com/duckdb/uc_catalog) - Proof-of-concept extension combining the delta extension with Unity Catalog.

### Other Extensions
- [DuckDB Extension Radar](https://github.com/mehd-io/duckdb-extension-radar) - Repository that contains DuckDB extensions on GitHub. Refreshed daily.
- [duckdb-bigquery](https://github.com/hafenkran/duckdb-bigquery) - Enables seamless integration and querying of BigQuery datasets within DuckDB.
- [duckdb-engine](https://github.com/Mause/duckdb_engine) - SQLAlchemy driver for DuckDB.
- [duckdb-extension-template-zig](https://github.com/rupurt/duckdb-extension-template-zig) - A Zig & Nix toolkit template for building extensions against multiple versions of DuckDB using Zig, C or C++.
- [duckdb-jfr-extension](https://github.com/ocadaruma/duckdb-jfr-extension) - DuckDB extension to read JFR (Java Flight Recorder) files directly.
- [duckdb-protobuf](https://github.com/0xcaff/duckdb_protobuf) - Plugin for querying encoded protobuf messages (both sequences and individual messages per file).
- [duckdb-pytables](https://github.com/MarkRoddy/duckdb-pytables) - DuckDB extension to allow running SQL on arbitrary data sources.
- [ERPL](https://erpl.io) - DuckDB SAP connector using RFC, ODP, or BICS.
- [Kùzu](https://github.com/kuzudb/kuzu/tree/master/extension/duckdb) - Scan DuckDB tables in Kùzu, an embeddable property graph database management system.
- [Lance](https://github.com/eto-ai/lance/tree/main/integration/duckdb_lance) - Integrate Lance (modern columnar data format for ML implemented in Rust) with DuckDB.
- [ODBC Scanner DuckDB Extension](https://github.com/rupurt/odbc-scanner-duckdb-extension) - DuckDB extension to read data directly from databases supporting the ODBC interface.
- [QDuckDB](https://gitlab.com/Oslandia/qgis/qduckdb) - Plugin for reading DuckDB spatial tables in QGIS software.

- [DuckDB Extension Radar](https://github.com/mehd-io/duckdb-extension-radar) - Repository that contains DuckDB extensions on GitHub. Refreshed daily.
- [duckdb-bigquery](https://github.com/hafenkran/duckdb-bigquery) - Enables seamless integration and querying of BigQuery datasets within DuckDB.
- [duckdb-engine](https://github.com/Mause/duckdb_engine) - SQLAlchemy driver for DuckDB.
- [duckdb-extension-template-zig](https://github.com/rupurt/duckdb-extension-template-zig) - A Zig & Nix toolkit template for building extensions against multiple versions of DuckDB using Zig, C or C++.
- [duckdb-jfr-extension](https://github.com/ocadaruma/duckdb-jfr-extension) - DuckDB extension to read JFR (Java Flight Recorder) files directly.
- [duckdb-protobuf](https://github.com/0xcaff/duckdb_protobuf) - Plugin for querying encoded protobuf messages (both sequences and individual messages per file).
- [duckdb-pytables](https://github.com/MarkRoddy/duckdb-pytables) - DuckDB extension to allow running SQL on arbitrary data sources.
- [ERPL](https://erpl.io) - DuckDB SAP connector using RFC, ODP, or BICS.
- [Kùzu](https://github.com/kuzudb/kuzu/tree/master/extension/duckdb) - Scan DuckDB tables in Kùzu, an embeddable property graph database management system.
- [Lance](https://github.com/eto-ai/lance/tree/main/integration/duckdb_lance) - Integrate Lance (modern columnar data format for ML implemented in Rust) with DuckDB.
- [ODBC Scanner DuckDB Extension](https://github.com/rupurt/odbc-scanner-duckdb-extension) - DuckDB extension to read data directly from databases supporting the ODBC interface.
- [QDuckDB](https://gitlab.com/Oslandia/qgis/qduckdb) - Plugin for reading DuckDB spatial tables in QGIS software.

## Media

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- [Exploring StarCraft 2 data with Airflow, DuckDB and Streamlit](https://medium.com/data-engineer-things/exploring-starcraft-2-data-with-airflow-duckdb-and-streamlit-7c0ad79f9ca6) - Example project using DuckDB to persist API data, but also explains how to use DuckDB as a versatile data manipulation tool in data wrangling scripts.
- [DuckDB: The Rising Star in the Big Data Landscape](https://mihaibojin.medium.com/duckdb-the-big-data-rising-star-71916f953f18)
- [How to Make a DuckDB Extension for a Table Function?](https://blog.debug.sexy/duckdb/extension/dbms/2024/04/09/How-to-make-a-DuckDB-extension-for-a-table-function.html) - How to make a DuckDB extension to fetch data from external sources.
- [Putting DuckDB in Postgres to Query Iceberg](https://blog.paradedb.com/pages/iceberg_lakehouse) - How ParadeDB embedded DuckDB in Postgres to achieve fast analytics and Apache Iceberg compatibility from Postgres.
- [Putting DuckDB in Postgres to Query Iceberg](https://www.paradedb.com/blog/iceberg_lakehouse) - How ParadeDB embedded DuckDB in Postgres to achieve fast analytics and Apache Iceberg compatibility from Postgres.

### Books

- [DuckDB in Action](https://github.com/duckdb-in-action/examples) - DuckDB in Action will show you how to quickly get your hands dirty with DuckDB.
- [DuckDB in Action](https://www.manning.com/books/duckdb-in-action) - DuckDB in Action will show you how to quickly get your hands dirty with DuckDB.
- [Getting Started with DuckDB](https://www.packtpub.com/en-us/product/getting-started-with-duckdb-9781803241005) - A practical guide for accelerating your data science, data analytics, and data engineering workflows.

## Contribute

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