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README.md
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- `dataset`: Dataset name (`wanfall`)
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**Demographic Metadata:**
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- `age_group`: One of 6 age categories
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- `gender_presentation`: Visual gender presentation (male, female)
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- `monk_skin_tone`: Monk Skin Tone scale (mst1-mst10
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- `bmi_band`: Body type (underweight, normal, overweight, obese)
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- `height_band`: Height category (short, avg, tall)
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- `dataset`: Dataset name (`wanfall`)
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**Demographic Metadata:**
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- `age_group`: One of 6 age categories
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- toddlers_1_4, children_5_12, teenagers_13_17, young_adults_18_34, middle_aged_35_64, elderly_65_plus
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- `gender_presentation`: Visual gender presentation (male, female)
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- `monk_skin_tone`: [Monk Skin Tone scale](https://skintone.google/the-scale) (mst1-mst10)
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- 10-point scale representing diverse skin tones from lightest to darkest
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- Developed by Dr. Ellis Monk for inclusive representation
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- `race_ethnicity_omb`: [OMB race/ethnicity categories](https://www.census.gov/newsroom/blogs/random-samplings/2024/04/updates-race-ethnicity-standards.html)
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- **white**: White/European American
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- **black**: Black/African American
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- **asian**: Asian
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- **hispanic_latino**: Hispanic/Latino
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- **aian**: American Indian and Alaska Native
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- **nhpi**: Native Hawaiian and Pacific Islander
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- **mena**: Middle Eastern and North African
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- `bmi_band`: Body type (underweight, normal, overweight, obese)
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- `height_band`: Height category (short, avg, tall)
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