resample: resampling function that can increase or decrease the sampling frequency by time, Fill_method can use different filling methods.
Freq parameter enumeration for Pandas.data_range:
Alias |
Description |
B |
Business Day Frequency |
C |
Custom Business Day Frequency |
D |
Calendar Day Frequency |
W |
Weekly frequency |
M |
Month End Frequency |
Sm |
Semi-month End Frequency (15th and end of month) |
Bm |
Business Month End Frequency |
Cbm |
Custom Business Month End frequency |
Ms |
Month Start frequency |
Sms |
Semi-month Start Frequency (1st and 15th) |
Bms |
Business Month start frequency |
CBMS |
Custom Business Month Start frequency |
Q |
Quarter End frequency |
BQ |
Business Quarter End frequency |
Qs |
Quarter Start frequency |
BQS |
Business Quarter Start frequency |
A, Y |
Year End frequency |
BA, by |
Business Year End frequency |
As, YS |
Year Start frequency |
BAS, BYS |
Business year Start frequency |
Bh |
Business Hour Frequency |
H |
Hourly frequency |
T, Min |
minutely frequency |
S |
Secondly frequency |
L, MS |
Milliseconds |
U, US |
microseconds |
N |
nanoseconds |
[Reading notes] Python Data Analysis (11) Economic and financial data applications