# Constructed data: 5 independent plates, 10 WT and 10 KO wells each. KO wells hold 25% fewer cells, but respiration per cell
# is the same in both genotypes. Python 3.13, NumPy, pandas. Seed 1, the first one tried.
import numpy as np, pandas as pd
from model import study, STAGES
rng = np.random.default_rng(1)
d = pd.DataFrame(study(rng), columns=["plate", "genotype", "well", "cells"] + [f"ocr_{s}" for s in STAGES])
for s in STAGES: d[f"ocr_{s}"] = d[f"ocr_{s}"].round(2)
d.to_csv("seahorse.csv", index=False)