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Datasets:
maryzhang
/
hw1-24679-tabular-dataset

Tasks:
Tabular Regression
Tabular Classification
Modalities:
Tabular
Text
Formats:
parquet
Languages:
English
Size:
< 1K
Tags:
shoe-size
tabular-data
synthetic-data
cmu-24679
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  1. metadata.json +141 -0
metadata.json ADDED
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+ {
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+ "dataset_info": {
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+ "name": "Shoe Size Measurements Dataset",
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+ "version": "1.0.0",
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+ "created": "2025-02",
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+ },
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+ "features": {
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+ "US size",
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+ "Shoe size (mm)",
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+ "Actual measured shoe length"
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+ ],
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+ "categorical": [
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+ "Type of shoe",
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+ "Shoe color",
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+ "Shoe Brand"
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+ ],
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+ "dtypes": {
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+ "US size": "int64",
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+ "Shoe size (mm)": "int64",
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+ "Actual measured shoe length": "int64",
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+ "Type of shoe": "object",
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+ "Shoe color": "object",
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+ "Shoe Brand": "object"
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+ }
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+ },
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+ "statistics": {
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+ "25%": 223.0,
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+ "Actual measured shoe length": {
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+ "correlation": {
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+ },
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+ },
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+ "Shoe size (mm)": 0.5582196652059345,
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+ "Actual measured shoe length": 1.0
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+ }
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+ },
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+ "missing_values": {
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+ "Shoe size (mm)": 0,
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+ "Type of shoe": 0,
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+ "Shoe color": 0,
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+ "categorical_distributions": {
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+ "Slippers": 7,
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+ "Heels": 6,
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+ "Loafers": 4,
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+ "Boots": 3,
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+ "Sneakers ": 2,
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+ "Shoe color": {
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+ "Shoe Brand": {
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+ "Nike": 4,
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+ "Adidas": 3,
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+ "Koi": 3,
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+ "Onitsuka Tiger": 2,
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+ "Loulouseoul": 2,
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+ "Lemaire ": 2,
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+ "Asics ": 1,
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+ "North Face ": 1,
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+ "Puma": 1,
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+ "Balenciaga": 1,
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+ "Crocs": 1,
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+ "Reformation": 1,
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+ "Dolce Vita": 1,
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+ "Bottega Veneta ": 1,
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+ "Ami": 1,
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+ }
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+ },
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+ "augmentation": {
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+ "techniques": [
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+ "Gaussian noise",
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+ "SMOTE-inspired",
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+ "Linear interpolation"
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+ ]
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+ }
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+ }