~/talk

Building Data Visualisations in Python in Minutes

Talkat GOTO Copenhagen 2025 · 2025-09-29..10-03· [python, data-visualization]
slides:none on file

Live-coding builds a small data-portal using Streamlit, Pandas and UV to read a local CSV of Eurovision votes (about 51,000 rows). The app shows sortable tables, a scatter plot that highlights Cyprus↔Greece reciprocal 12-point votes, per-country line charts (Denmark, England), and a select_box for interactivity. It uses the st.cache_data decorator with a 1-hour TTL to avoid reloading the CSV, and explains the execution model: the whole script reruns on each interaction, so it’s fine up to a couple of concurrent users a second.

AI-written summary · about

  1. 0:00Intro
  2. 2:40Live Demo
  3. 32:15Outro
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