PISA Score

OECD PISA 2022 scores measuring 15-year-olds' performance in reading, mathematics, and science.

import polars as pl
import polarise
from polarise.datasets import get_education_data
df = get_education_data()

---

Heatmap across all scores

{ cmap="Mint" · colorspace }

(df.style()
   .heat_map(["Reading", "Math", "Science"], cmap="Mint")
   .fashion_scientific()
   .caption("Table 1: OECD PISA 2022 Scores by Country")
   .show()
 )

Table 1: OECD PISA 2022 Scores by Country

Country	Reading	Math	Science	GDP_per_capita
Estonia	511	510	526	27.9
Ireland	516	492	504	99.1
Poland	489	489	513	18.7
Finland	490	484	511	53.1
Netherlands	459	493	488	58.3

---

Best and worst math scores

{ cmap="blues" · built-in }

(df.style()
   .highlight_max("Math", fill="gold")
   .highlight_min("Math", fill="alert_orange")
   .gradient("GDP_per_capita", cmap="blues")
   .fashion_minimal()
   .title("Math Performance vs Wealth")
   .show()
 )

Math Performance vs Wealth

Country	Reading	Math	Science	GDP_per_capita
Estonia	511	510	526	27.9
Ireland	516	492	504	99.1
Poland	489	489	513	18.7
Finland	490	484	511	53.1
Netherlands	459	493	488	58.3

---

Bar view across subjects

(df.style()
   .bar("Reading").bar("Math",fill='gold').bar("Science", fill='orange')
   .fashion_compact()
   .title("PISA Scores — Bar View")
   .show()
 )

PISA Scores — Bar View

Country	Reading	Math	Science	GDP_per_capita
Estonia	511	510	526	27.9
Ireland	516	492	504	99.1
Poland	489	489	513	18.7
Finland	490	484	511	53.1
Netherlands	459	493	488	58.3