Azure DevOps Demo Models · main

hospital_capacity.py

healthcare/hospital-capacity-forecast/src/hospital_capacity.py · 644 bytes · read-only public source view

from __future__ import annotations
import csv
import math

beds=540
admissions=4800
length_of_stay=5.2
annual_growth=0.032
with open('capacity_projection.csv','w',newline='',encoding='utf-8') as handle:
    writer=csv.writer(handle)
    writer.writerow(['month','admissions','occupancy','wait_time_index'])
    for month in range(1,25):
        seasonal=1+0.08*math.sin((month-1)*math.pi/6)
        projected=admissions*((1+annual_growth)**(month/12))*seasonal
        occupancy=(projected*length_of_stay)/(beds*30.4375)
        wait=max(0,(occupancy-0.85)*80)
        writer.writerow([month,round(projected),round(occupancy,4),round(wait,2)])