统计贷款金额分位数与等距区间分布

def solve():
    from pyodide.http import open_url
    from io import StringIO
    loans_raw_csv = open_url("https://data.zuihe.com/dbd/riskctrl/state_00/loans_raw.csv").read()
    import pandas as pd
    from io import StringIO
    df = pd.read_csv(StringIO(loans_raw_csv))
    print(df['loanAmnt'].describe().round(2).to_string())
    df['amnt_bin'] = pd.cut(df['loanAmnt'],bins=10)
    bins = df.groupby('amnt_bin',observed=True)['id'].count().reset_index()
    bins.columns = ['range','count']
    print(bins.head(5).to_string(index=False))