Python Pandas - 指示 DateTimeIndex 中的日期是否是季度的最後一天
若要檢查 DateTimeIndex 中的日期是否是季度的最後一天,請使用 DateTimeIndex.is_quarter_end 屬性。
首先,匯入所需的庫 −
import pandas as pd
使用週期 6 且頻率為 D(即天)建立 DatetimeIndex。時區是澳大利亞/阿德萊德 −
datetimeindex = pd.date_range('2021-6-15 02:30:50', periods=6, tz='Australia/Adelaide', freq='15D')
顯示 DateTimeIndex −
print("DateTimeIndex...\n", datetimeindex)
檢查 DateTimeIndex 中的日期是否是季度的最後一天 −
print("\nCheck whether the date in DateTimeIndex is the last day of the quarter...\n", datetimeindex.is_quarter_end)
示例
以下是程式碼 −
import pandas as pd # DatetimeIndex with period 6 and frequency as D i.e. days # The timezone is Australia/Adelaide datetimeindex = pd.date_range('2021-6-15 02:30:50', periods=6, tz='Australia/Adelaide', freq='15D') # display DateTimeIndex print("DateTimeIndex...\n", datetimeindex) # display DateTimeIndex frequency print("DateTimeIndex frequency...\n", datetimeindex.freq) # Check whether the date in DateTimeIndex is the last day of the quarter # Result is based on the following quarters of an year: # Quarter 1 = 1st January to 31st March # Quarter 2 = 1st April to 30th June # Quarter 3 = 1st July to 30th September # Quarter 4 = 1st October to 31st December print("\nCheck whether the date in DateTimeIndex is the last day of the quarter...\n", datetimeindex.is_quarter_end)
輸出
這將生成以下程式碼 −
DateTimeIndex... DatetimeIndex(['2021-06-15 02:30:50+09:30', '2021-06-30 02:30:50+09:30', '2021-07-15 02:30:50+09:30', '2021-07-30 02:30:50+09:30', '2021-08-14 02:30:50+09:30', '2021-08-29 02:30:50+09:30'], dtype='datetime64[ns, Australia/Adelaide]', freq='15D') DateTimeIndex frequency... <15 * Days> Check whether the date in DateTimeIndex is the last day of the quarter... [False True False False False False]
廣告