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初级

加载就诊记录并统计诊断分布与费用

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初级参考 完整示例代码供参考,建议自己理解后重新输入
def solve():
    from pyodide.http import open_url
    from io import StringIO
    import pandas as pd
    visits=pd.read_csv(StringIO(open_url("https://data.zuihe.com/dbd/ms-medibook/state_02/visits.csv").read()))
    print(f"Total visits: {len(visits)}")
    print(f"By status: {dict(visits.groupby('status').size())}")
    print(f"Avg treatment_fee: {round(visits['treatment_fee'].mean(),1)}")
    print(f"Avg duration_min: {round(visits['duration_min'].mean(),1)}")
    print("Top 5 diagnoses:")
    for d,c in visits.groupby('diagnosis').size().nlargest(5).items():
        print(f"  {d}: {c}")

示例

输入
solve()
期望输出
Total visits: 104
By status: {'completed': np.int64(76), 'pending': np.int64(28)}
Avg treatment_fee: 119.8
Avg duration_min: 19.1
Top 5 diagnoses:
  急性阑尾炎: 14
  高血压: 11
  贫血: 10
  上呼吸道感染: 9
  白内障: 9
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