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February 15, 2023 06:58
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[DS Python Snippets] DS Python Snippets #DataScience #Python
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| from pathlib import Path | |
| import pandas as pd | |
| import tarfile | |
| import urllib.request | |
| def load_housing_data(): | |
| tarball_path = Path("datasets/housing.tgz") | |
| if not tarball_path.is_file(): | |
| Path("datasets").mkdir(parents=True, exist_ok=True) | |
| url = "https://github.com/ageron/data/raw/main/housing.tgz" | |
| urllib.request.urlretrieve(url, tarball_path) | |
| with tarfile.open(tarball_path) as housing_tarball: | |
| housing_tarball.extractall(path="datasets") | |
| return pd.read_csv(Path("datasets/housing/housing.csv")) | |
| housing = load_housing_data() |
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