VIF多重共线性

def solve():
    import pandas as pd
    import statsmodels.api as sm
    from statsmodels.stats.outliers_influence import variance_inflation_factor
    import matplotlib.pyplot as plt
    import numpy as np
    
    df = pd.read_csv(____)
    X = sm.add_constant(____)
    
    vif_values = []
    for i in range(____, ____):
        vif_values.append(variance_inflation_factor(____))
    
    plt.figure(figsize=(____,____))
    var_names = ['____', '____', '____']
    colors = ['____' if v < ____ else '____' for v in vif_values]
    plt.bar(____)
    plt.axhline(____)
    plt.axhline(____)
    plt.title(____)
    plt.xlabel(____)
    plt.ylabel(____)
    plt.legend()
    plt.grid(____)
    plt.tight_layout()
    plt.show()
    
    print(round(____))