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wtf is duckdb-pyconf-hyd-2025-talk?

originalankur/duckdb-pyconf-hyd-2025-talk — explained in plain English

Analysis updated 2026-07-17 · repo last pushed 2025-02-23

★ 2Audience · dataComplexity · 2/5StaleSetup · easy

TL;DR

Conference talk materials introducing DuckDB, a serverless SQL database, with a hands-on clickstream data analysis example in Python.

Mindmap

mindmap
  root((repo))
    What it does
      Conference talk materials
      Introduces DuckDB
      Clickstream example
    How it works
      Install guide
      Sample SQL queries
      Python test data
    Use cases
      Analyze CSV or Parquet files
      Query pandas dataframes
      Prototype data pipelines
    Audience
      Data scientists
      Python analysts
    Tech stack
      DuckDB
      Python
      SQL

Code map

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Why would anyone build with this?

REASON 1

Follow the talk's example to run SQL queries against a generated clickstream dataset.

REASON 2

Learn how to query CSV or Parquet files locally with DuckDB instead of setting up a database server.

REASON 3

Use DuckDB with pandas dataframes for exploratory data analysis in Python notebooks.

What's in the stack?

DuckDBPythonSQLpandas

How it stacks up

originalankur/duckdb-pyconf-hyd-2025-talk0-bingwu-0/live-interpreter0xkaz/llm-governance-dashboard
Stars222
Language—PythonPython
Last pushed2025-02-23——
MaintenanceStale——
Setup difficultyeasymoderatehard
Complexity2/52/54/5
Audiencedatageneralops devops

Figures from each repo's GitHub metadata at analysis time.

How do you spin it up?

Difficulty · easy Time to first run · 30min

Yoink these prompts

Prompt 1
Walk me through the clickstream example in this DuckDB talk repo step by step.
Prompt 2
Explain when I should use DuckDB versus a traditional database server, based on this talk.
Prompt 3
Help me generate test clickstream data using the Python code from this repo and query it with DuckDB.

Frequently asked questions

wtf is duckdb-pyconf-hyd-2025-talk?

Conference talk materials introducing DuckDB, a serverless SQL database, with a hands-on clickstream data analysis example in Python.

Is duckdb-pyconf-hyd-2025-talk actively maintained?

Stale — no commits in 1-2 years (last push 2025-02-23).

How hard is duckdb-pyconf-hyd-2025-talk to set up?

Setup difficulty is rated easy, with roughly 30min to a first successful run.

Who is duckdb-pyconf-hyd-2025-talk for?

Mainly data.

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