如何在两个不同的日期范围内显示数据

import pandas as pd

# 示例数据
data = {
    'date': ['2023-01-01', '2023-02-01', '2023-03-01', '2023-04-01', '2023-05-01'],
    'value': [100, 150, 200, 250, 300]
}
df = pd.DataFrame(data)
df['date'] = pd.to_datetime(df['date'])

# 定义两个日期范围
range1_start = pd.Timestamp('2023-01-01')
range1_end = pd.Timestamp('2023-03-31')
range2_start = pd.Timestamp('2023-04-01')
range2_end = pd.Timestamp('2023-05-31')

# 过滤数据
df_range1 = df[(df['date'] >= range1_start) & (df['date'] <= range1_end)]
df_range2 = df[(df['date'] >= range2_start) & (df['date'] <= range2_end)]

print("Range 1 Data:")
print(df_range1)
print("\nRange 2 Data:")
print(df_range2)

df['date'] = pd.to_datetime(df['date'], errors='coerce')

df['date'] = df['date'].dt.tz_localize(None)

df.set_index('date', inplace=True)
df_range1 = df.loc[range1_start:range1_end]
df_range2 = df.loc[range2_start:range2_end]