ShinyaJ/Ward_Assignment_System_Nursing_CMU

Ward Ranking Cleaner & Random Assigner (Gradio)

• —Auto-detect column mapping (Thai/English keywords + fuzzy)
• —Or map by column numbers based on the "Available columns" list
• —Clean to keep only NAME, ID, and selected ward ranking columns (parse ranks → ints)
• —Assign students by rank round (1→2→3…) with random tie-breaking, respecting capacity
• —Pre-check: #students <= total capacity (shortage allowed, not exceed)