sammatuba

PROJECT · 0001 · TEMPLATE TOUR

A year of reading, 2025

Stack DuckDB + Polars + Jupyter · Output 3 charts + 1 essay · Data deterministic log, seed 20250101

Did I actually read this year, when, and on what?

The pipeline

QuestionOne sentence, plain languagewritten before any chart
Data contractnotebooks/01, cell 2variables, types, units — decided before chart type
Evidenceraw CSV → DuckDB/Polars → processed CSVsaggregations land in files, not memory
Chart selectionnotebooks/01, audit cell3 candidates per chart, rejection reasons recorded
Chartscharts/*.html via lieflat-enF2 hairline line · F1 rung bars · F4 tick donut — one silhouette each
Essayposts/2025-reading-year-draft.mdthe deliverable the charts serve

The proof

The full write-up lives in the essay; here is the chart that started it — October as the high-water mark, with the July dip shown rather than cropped.

Artifacts

This project is the worked example of the project template this site's pipeline is built on: same folders, same conventions, same chart engine.