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--- |
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title: Ward Ranking Cleaner |
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emoji: 🎲 |
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colorFrom: pink |
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colorTo: blue |
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sdk: gradio |
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sdk_version: "4.44.1" |
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app_file: app.py |
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pinned: false |
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--- |
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# Ward Ranking Cleaner & Random Assigner (Gradio) |
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- Auto-detect column mapping (Thai/English keywords + fuzzy) |
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- Or map by **column numbers** based on the "Available columns" list |
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- Clean to keep only `NAME`, `ID`, and selected ward ranking columns (parse ranks → ints) |
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- Assign students by rank round (1→2→3…) with random tie-breaking, respecting **capacity** |
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- Pre-check: `#students <= total capacity` (shortage allowed, **not exceed**) |
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