Source code for pyFTS.data.AirPassengers
"""
Monthly totals of a airline passengers from USA, from January 1949 through December 1960.
Source: Hyndman, R.J., Time Series Data Library, http://www-personal.buseco.monash.edu.au/~hyndman/TSDL/.
"""
from pyFTS.data import common
import pandas as pd
import numpy as np
[docs]def get_data():
"""
Get a simple univariate time series data.
:return: numpy array
"""
dat = get_dataframe()
dat = np.array(dat["Passengers"])
return dat
[docs]def get_dataframe():
"""
Get the complete multivariate time series data.
:return: Pandas DataFrame
"""
dat = common.get_dataframe('AirPassengers.csv',
'https://github.com/petroniocandido/pyFTS/raw/8f20f3634aa6a8f58083bdcd1bbf93795e6ed767/pyFTS/data/AirPassengers.csv',
sep=",")
return dat