时间序列函数resamlpe详解

resample与groupby的区别:
resample:在给定的时间单位内重取样
groupby:对给定的数据条目进行统计

函数原型:
DataFrame.resample(rule, how=None, axis=0, fill_method=None, closed=None, label=None, convention='start', kind=None, loffset=None, limit=None, base=0)
其中,参数how已经废弃了

rule:

常用的几个:A year
M month
W week
D day
H hour
T minute
S second

全部的:

B   business day frequency

C     custom business day frequency (experimental)

D   calendar day frequency

W  weekly frequency

M   month end frequency

BM   business month end frequency

CBM custom business month end frequency

MS    month start frequency

BMS  business month start frequency

CBMS  custom business month start frequency

Q     quarter end frequency

BQ   business quarter endfrequency

QS   quarter start frequency

BQS    business quarter start frequency

A year   end frequency

BA         business year end frequency

AS   year start frequency

BAS       business year start frequency

BH   business hour frequency

H      hourly frequency

T      minutely frequency

S      secondly frequency

L    milliseonds

U      microseconds

N      nanoseconds

 

posted @ 2018-03-28 11:07  布尔先生  阅读(1128)  评论(0)    收藏  举报