From 0bc3a7c8e22b90bf6400f98cde81da5031391c67 Mon Sep 17 00:00:00 2001 From: Ruby Date: Mon, 26 Jan 2026 21:55:48 +0000 Subject: [PATCH] add deprerivation (affluency) data --- README.md | 17 +++++++++- download_deprivation_data.py | 61 +++++++++++++++++++++++++++++++++++ image.png | Bin 0 -> 90993 bytes 3 files changed, 77 insertions(+), 1 deletion(-) create mode 100644 download_deprivation_data.py create mode 100644 image.png diff --git a/README.md b/README.md index e0ee911..7755e41 100644 --- a/README.md +++ b/README.md @@ -45,12 +45,27 @@ task prepare ## Data Sources -- [Price Paid](https://www.gov.uk/government/collections/price-paid-data) +- [Price Paid](https://www.gov.uk/government/statistical-data-sets/price-paid-data-downloads) - [English Indices of Deprevation 2025](https://www.gov.uk/government/statistics/english-indices-of-deprivation-2025) + - The English Indices of Deprivation (IoD25) measure relative levels of deprivation in 33,755 small areas or neighbourhoods, called Lower-layer Super Output Areas (LSOAs), in England. - [Population by Ethnicity and Region 2021](https://www.ethnicity-facts-figures.service.gov.uk/uk-population-by-ethnicity/national-and-regional-populations/regional-ethnic-diversity/latest/#download-the-data) - [Crime](https://data.police.uk/data/) - [Postcode -> GPS](https://www.arcgis.com/sharing/rest/content/items/077631e063eb4e1ab43575d01381ec33/data) + +Nice to haves? + +- - file 8! + +## Backend Data Sources + +- [UK Regions](https://www.ons.gov.uk/methodology/geography/ukgeographies/statisticalgeographies) +![alt text](image.png) + - [Lower Level Super Output Area (LSOAs)](https://communitiesopendata-communities.hub.arcgis.com/datasets/4da63019f25546aa92a922a5ea682950_0/explore?location=51.506508%2C-0.041229%2C13.82) + - [Local Authority (Lower Tier)](https://communitiesopendata-communities.hub.arcgis.com/datasets/f3954cc3ded54a08b6fffbb361f5ee76_0/explore?location=52.522271%2C-2.489913%2C7.17) + - [Local Autheority (Upper Tier)](https://communitiesopendata-communities.hub.arcgis.com/datasets/6e8edb2974da4834bbafa09644a5b02d_0/explore?location=52.684195%2C-2.489482%2C7.17) +- [Open Geography](https://geoportal.statistics.gov.uk/) +- [CommunitiesOpenData](https://communitiesopendata-communities.hub.arcgis.com/) diff --git a/download_deprivation_data.py b/download_deprivation_data.py new file mode 100644 index 0000000..c83e713 --- /dev/null +++ b/download_deprivation_data.py @@ -0,0 +1,61 @@ +#!/usr/bin/env python3 +"""Download IoD2025 Deprivation Scores and convert to Parquet.""" + +import httpx +import polars as pl +from pathlib import Path + +URL = "https://assets.publishing.service.gov.uk/media/691ded34513046b952c500bd/File_5_IoD2025_Scores_for_the_Indices_of_Deprivation.xlsx" + +BASE_DATA_PATH = Path("./data_sources") +BASE_DATA_PATH.mkdir(exist_ok=True) +XLSX_PATH = BASE_DATA_PATH / "IoD2025_Scores.xlsx" +PARQUET_PATH = BASE_DATA_PATH / "IoD2025_Scores.parquet" + + +def download_file(url: str, output_path: Path) -> None: + """Download file from URL.""" + print(f"Downloading from {url}...") + with httpx.stream("GET", url, follow_redirects=True, timeout=60) as response: + response.raise_for_status() + total = int(response.headers.get("content-length", 0)) + downloaded = 0 + with open(output_path, "wb") as f: + for chunk in response.iter_bytes(chunk_size=8192): + f.write(chunk) + downloaded += len(chunk) + if total: + print(f"\rDownloaded {downloaded / 1024 / 1024:.1f} MB / {total / 1024 / 1024:.1f} MB", end="") + print(f"\nSaved to {output_path}") + + +def convert_to_parquet(xlsx_path: Path, parquet_path: Path) -> None: + """Convert Excel sheet 2 to Parquet.""" + print("Reading Excel file (sheet 2)...") + + # Read the 2nd sheet (index 1) - IoD2025 Scores + df = pl.read_excel( + xlsx_path, + sheet_id=2, # 1-indexed, so 2 = second sheet + ) + + print(f"Shape: {df.shape}") + print(f"Columns: {df.columns}") + + df.write_parquet(parquet_path, compression="zstd") + print(f"Saved to {parquet_path}") + print(f"Excel size: {xlsx_path.stat().st_size / 1024 / 1024:.1f} MB") + print(f"Parquet size: {parquet_path.stat().st_size / 1024 / 1024:.1f} MB") + + +def main() -> None: + if not XLSX_PATH.exists(): + download_file(URL, XLSX_PATH) + else: + print(f"Excel file already exists at {XLSX_PATH}, skipping download") + + convert_to_parquet(XLSX_PATH, PARQUET_PATH) + + +if __name__ == "__main__": + main() diff --git a/image.png b/image.png new file mode 100644 index 0000000000000000000000000000000000000000..a3d4e8123c5772caf552a157200c4c9af5aec772 GIT binary patch literal 90993 zcmYg&1yodB^sj*m(%s!5EgjO`t#o&HDhNnRC=D`{AcBB^v`7p+gbG8$kkXw4@67l9 zFI-DO*37+k?%ikaUmfDKHI=ZRQartP?;f^_vb^rSdk^-(_m$|6!N1gTMdjejeIH#V z*?ZNaR9oObXbv(OGWYJ)reNM!Jp%v7@KiSOxpxnz8};`-)Z?@5y?b}1D)KV=f#y5y z0fAIgLHl>20`=|I_ql>ScG}dd$F7^47Pfr-Y}P{pVIi zxYIZdTu)_n7bkw}p zRrOx&Pi0g}rV<6;9JVNBBV+&j_J4lXCN&Uu{{Q`8fo`=Y}HOr_ZJs|b?Fsm4t%|J?Frc$?M!Dw*n-fpwvVfSq~LA|H=o3f*TlFu}*&C}$fN 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