Data Array Simple

20 Apr 2019

import xarray as xr
import numpy as np
import pandas as pd

data = np.random.rand(4, 3)

locs = ['TO', 'ML', 'WL']

times = pd.date_range('2000-01-01', periods=4)

abc = xr.DataArray(data, coords=[times, locs], dims=['time', 'space'])

abc

<xarray.DataArray (time: 4, space: 3)>
array([[0.88587 , 0.828511, 0.122515],
       [0.815572, 0.524299, 0.717162],
       [0.494704, 0.319359, 0.658114],
       [0.841205, 0.371321, 0.276608]])
Coordinates:
  * time     (time) datetime64[ns] 2000-01-01 2000-01-02 2000-01-03 2000-01-04
  * space    (space) <U2 'TO' 'ML' 'WL'