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Codex changes

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This commit is contained in:
Andras Schmelczer 2026-05-04 16:19:09 +01:00
parent 0bae902e08
commit d4dde21ad2
46 changed files with 4953 additions and 966 deletions
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8
pipeline/transform/merge.py
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@ -60,6 +60,10 @@ _AREA_COLUMNS = [
"Good+ secondary schools within 5km",
"Good+ primary schools within 2km",
"Good+ secondary schools within 2km",
"Outstanding primary schools within 5km",
"Outstanding secondary schools within 5km",
"Outstanding primary schools within 2km",
"Outstanding secondary schools within 2km",
# Demographics
"Median age",
# Politics
@ -351,6 +355,10 @@ def _build(
"good_secondary_5km": "Good+ secondary schools within 5km",
"good_primary_2km": "Good+ primary schools within 2km",
"good_secondary_2km": "Good+ secondary schools within 2km",
"outstanding_primary_5km": "Outstanding primary schools within 5km",
"outstanding_secondary_5km": "Outstanding secondary schools within 5km",
"outstanding_primary_2km": "Outstanding primary schools within 2km",
"outstanding_secondary_2km": "Outstanding secondary schools within 2km",
"max_download_speed": "Max available download speed (Mbps)",
"serious_crime_avg_yr": "Serious crime (avg/yr)",
"minor_crime_avg_yr": "Minor crime (avg/yr)",

29
pipeline/transform/school_proximity.py
View file

@ -1,4 +1,4 @@
"""Compute good-rated school proximity counts per postcode."""
"""Compute Ofsted-rated school proximity counts per postcode."""
import argparse
from pathlib import Path
@ -8,14 +8,16 @@ import polars as pl
from pipeline.utils.poi_counts import count_pois_per_postcode
SCHOOL_GROUPS = {
"good_primary": ["good_primary"],
"good_secondary": ["good_secondary"],
"good_primary": ["good_primary", "outstanding_primary"],
"good_secondary": ["good_secondary", "outstanding_secondary"],
"outstanding_primary": ["outstanding_primary"],
"outstanding_secondary": ["outstanding_secondary"],
}
def main():
parser = argparse.ArgumentParser(
description="Count good+ primary/secondary schools within 2km per postcode"
description="Count good+ and outstanding primary/secondary schools near each postcode"
)
parser.add_argument(
"--ofsted", type=Path, required=True, help="Ofsted inspection parquet"
@ -39,12 +41,25 @@ def main():
)
print(f"Good+ schools: {len(ofsted):,}")
print(
"Outstanding schools: "
f"{ofsted.filter(pl.col('Latest OEIF overall effectiveness') == '1').height:,}"
)
# Assign category based on phase
# Assign category based on phase and rating. Good+ groups include both
# category variants; outstanding groups count grade 1 only.
ofsted = ofsted.with_columns(
pl.when(pl.col("Ofsted phase") == "Primary")
.then(pl.lit("good_primary"))
.otherwise(pl.lit("good_secondary"))
.then(
pl.when(pl.col("Latest OEIF overall effectiveness") == "1")
.then(pl.lit("outstanding_primary"))
.otherwise(pl.lit("good_primary"))
)
.otherwise(
pl.when(pl.col("Latest OEIF overall effectiveness") == "1")
.then(pl.lit("outstanding_secondary"))
.otherwise(pl.lit("good_secondary"))
)
.alias("category")
).select(
pl.col("Postcode").alias("postcode"),