<xarray.DataArray (channel: 567, wavelength: 2, time: 3309)> Size: 30MB\n",
"[V] 0.0238 0.02385 0.02375 0.02361 0.02364 ... 0.2887 0.2892 0.2897 0.291 0.2923\n",
"Coordinates:\n",
" * time (time) float64 26kB 0.0 0.1112 0.2225 ... 367.8 367.9 368.0\n",
" samples (time) int64 26kB 0 1 2 3 4 5 ... 3303 3304 3305 3306 3307 3308\n",
" * channel (channel) object 5kB 'S10D87' 'S10D94' ... 'S47D29' 'S5D137'\n",
" source (channel) object 5kB 'S10' 'S10' 'S10' ... 'S56' 'S47' 'S5'\n",
" detector (channel) object 5kB 'D87' 'D94' 'D89' ... 'D129' 'D29' 'D137'\n",
" * wavelength (wavelength) float64 16B 760.0 850.0\n",
"Attributes:\n",
" data_type_group: unprocessed raw<xarray.DataArray (label: 4, aligned: 3)> Size: 96B\n",
"[mm] -0.04992 79.79 -36.14 1.756 -100.9 ... -16.12 -54.66 75.95 -13.04 -54.08\n",
"Coordinates:\n",
" * label (label) <U3 48B 'Nz' 'Iz' 'LPA' 'RPA'\n",
" type (label) object 32B PointType.LANDMARK ... PointType.LANDMARK\n",
"Dimensions without coordinates: aligned<xarray.DataArray (vertex: 15002, chromo: 2)> Size: 240kB\n",
"[M] 1.168e-19 -4.672e-20 1.648e-20 -6.593e-21 3.798e-21 ... 0.0 -0.0 0.0 -0.0\n",
"Coordinates:\n",
" * chromo (chromo) <U3 24B 'HbO' 'HbR'\n",
"Dimensions without coordinates: vertex<xarray.DataArray (trial_type: 2, vertex: 15002, chromo: 2)> Size: 480kB\n",
"[M] 1.168e-19 -4.672e-20 1.648e-20 -6.593e-21 ... -2.275e-13 1.01e-19 -4.038e-20\n",
"Coordinates:\n",
" * chromo (chromo) <U3 24B 'HbO' 'HbR'\n",
" * trial_type (trial_type) <U7 56B 'Stim C3' 'Stim C4'\n",
"Dimensions without coordinates: vertex<xarray.DataArray (channel: 545, vertex: 15002, wavelength: 2)> Size: 131MB\n",
"[16352180 values with dtype=float64]\n",
"Coordinates:\n",
" is_brain (vertex) bool 15kB True True True True ... True True True True\n",
" * channel (channel) object 4kB 'S10D87' 'S10D94' ... 'S47D29' 'S5D137'\n",
" * wavelength (wavelength) float64 16B 760.0 850.0\n",
" source (channel) object 4kB 'S10' 'S10' 'S10' ... 'S56' 'S47' 'S5'\n",
" detector (channel) object 4kB 'D87' 'D94' 'D89' ... 'D129' 'D29' 'D137'\n",
"Dimensions without coordinates: vertex<xarray.DataArray (flat_channel: 1090, flat_vertex: 30004)> Size: 262MB\n",
"[1/M] 5.859e-16 4.574e-15 3.6e-15 2.592e-15 ... 1.471e-11 0.0108 1.169e-10\n",
"Coordinates:\n",
" is_brain (flat_vertex) bool 30kB True True True True ... True True True\n",
" chromo (flat_vertex) <U3 360kB 'HbO' 'HbO' 'HbO' ... 'HbR' 'HbR' 'HbR'\n",
" vertex (flat_vertex) int64 240kB 0 1 2 3 4 ... 14998 14999 15000 15001\n",
" wavelength (flat_channel) float64 9kB 760.0 760.0 760.0 ... 850.0 850.0\n",
" channel (flat_channel) object 9kB 'S10D87' 'S10D94' ... 'S5D137'\n",
" source (flat_channel) object 9kB 'S10' 'S10' 'S10' ... 'S56' 'S47' 'S5'\n",
" detector (flat_channel) object 9kB 'D87' 'D94' 'D89' ... 'D29' 'D137'\n",
"Dimensions without coordinates: flat_channel, flat_vertex<xarray.DataArray (flat_vertex: 30004, flat_channel: 1090)> Size: 262MB\n",
"[M] 2.581e-13 -7.848e-13 -5.654e-12 ... -2.363e-14 2.218e-14 -4.732e-15\n",
"Coordinates:\n",
" is_brain (flat_vertex) bool 30kB True True True True ... True True True\n",
" chromo (flat_vertex) <U3 360kB 'HbO' 'HbO' 'HbO' ... 'HbR' 'HbR' 'HbR'\n",
" vertex (flat_vertex) int64 240kB 0 1 2 3 4 ... 14998 14999 15000 15001\n",
" wavelength (flat_channel) float64 9kB 760.0 760.0 760.0 ... 850.0 850.0\n",
" channel (flat_channel) object 9kB 'S10D87' 'S10D94' ... 'S5D137'\n",
" source (flat_channel) object 9kB 'S10' 'S10' 'S10' ... 'S56' 'S47' 'S5'\n",
" detector (flat_channel) object 9kB 'D87' 'D94' 'D89' ... 'D29' 'D137'\n",
"Dimensions without coordinates: flat_vertex, flat_channel"
],
"text/plain": [
"<xarray.DataArray (trial_type: 2, flat_vertex: 30004)> Size: 480kB\n",
"[M] 1.168e-19 1.648e-20 3.798e-21 1.274e-19 ... -3.851e-12 -2.275e-13 -4.038e-20\n",
"Coordinates:\n",
" * trial_type (trial_type) <U7 56B 'Stim C3' 'Stim C4'\n",
" * flat_vertex (flat_vertex) object 240kB MultiIndex\n",
" * chromo (flat_vertex) <U3 360kB 'HbO' 'HbO' 'HbO' ... 'HbR' 'HbR' 'HbR'\n",
" * vertex (flat_vertex) int64 240kB 0 1 2 3 4 ... 14998 14999 15000 15001"
],
"text/plain": [
"<xarray.DataArray (flat_channel: 1090, trial_type: 2)> Size: 17kB\n",
"[] -1.963e-16 -6.505e-07 -5.609e-16 -6.902e-08 ... 1.986e-07 3.311e-15 7.887e-10\n",
"Coordinates:\n",
" wavelength (flat_channel) float64 9kB 760.0 760.0 760.0 ... 850.0 850.0\n",
" channel (flat_channel) object 9kB 'S10D87' 'S10D94' ... 'S5D137'\n",
" source (flat_channel) object 9kB 'S10' 'S10' 'S10' ... 'S56' 'S47' 'S5'\n",
" detector (flat_channel) object 9kB 'D87' 'D94' 'D89' ... 'D29' 'D137'\n",
" * trial_type (trial_type) <U7 56B 'Stim C3' 'Stim C4'\n",
"Dimensions without coordinates: flat_channel"
],
"text/plain": [
"<xarray.DataArray (time: 1, trial_type: 2, wavelength: 2, channel: 545)> Size: 17kB\n",
"[] -1.738e-14 -6.175e-13 -3.619e-13 -2.301e-15 ... 3.903e-06 3.561e-08 2.022e-08\n",
"Coordinates:\n",
" * wavelength (wavelength) float64 16B 760.0 850.0\n",
" * channel (channel) object 4kB 'S10D112' 'S10D133' ... 'S9D94' 'S9D96'\n",
" * trial_type (trial_type) <U7 56B 'Stim C3' 'Stim C4'\n",
" source (channel) object 4kB 'S10' 'S10' 'S10' 'S10' ... 'S9' 'S9' 'S9'\n",
" detector (channel) object 4kB 'D112' 'D133' 'D135' ... 'D92' 'D94' 'D96'\n",
" * time (time) int64 8B 0<xarray.DataArray 'concentration' ()> Size: 8B\n",
"[] 17.98"
],
"text/plain": [
"<xarray.DataArray 'time' (time: 3309)> Size: 26kB\n",
"0.0 0.1112 0.2225 0.3337 0.445 0.5562 ... 367.5 367.6 367.7 367.8 367.9 368.0\n",
"Coordinates:\n",
" * time (time) float64 26kB 0.0 0.1112 0.2225 0.3337 ... 367.8 367.9 368.0\n",
" samples (time) int64 26kB 0 1 2 3 4 5 6 ... 3303 3304 3305 3306 3307 3308\n",
"Attributes:\n",
" units: second| \n", " | onset | \n", "duration | \n", "value | \n", "trial_type | \n", "
|---|---|---|---|---|
| 0 | \n", "17.35 | \n", "10.0 | \n", "1.0 | \n", "Stim C3 | \n", "
| 1 | \n", "44.71 | \n", "10.0 | \n", "1.0 | \n", "Stim C4 | \n", "
| 2 | \n", "71.19 | \n", "10.0 | \n", "1.0 | \n", "Stim C4 | \n", "
| 3 | \n", "91.41 | \n", "10.0 | \n", "1.0 | \n", "Stim C4 | \n", "
| 4 | \n", "117.11 | \n", "10.0 | \n", "1.0 | \n", "Stim C4 | \n", "
<xarray.DataArray (trial_type: 2, wavelength: 2, channel: 545, time: 3309)> Size: 58MB\n",
"[] -0.0 -0.0 -0.0 -0.0 -0.0 -0.0 -0.0 -0.0 ... 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0\n",
"Coordinates:\n",
" * wavelength (wavelength) float64 16B 760.0 850.0\n",
" * channel (channel) object 4kB 'S10D112' 'S10D133' ... 'S9D94' 'S9D96'\n",
" * trial_type (trial_type) <U7 56B 'Stim C3' 'Stim C4'\n",
" source (channel) object 4kB 'S10' 'S10' 'S10' 'S10' ... 'S9' 'S9' 'S9'\n",
" detector (channel) object 4kB 'D112' 'D133' 'D135' ... 'D92' 'D94' 'D96'\n",
" * time (time) float64 26kB 0.0 0.1112 0.2225 ... 367.8 367.9 368.0<xarray.DataArray (wavelength: 2, channel: 545, time: 3309)> Size: 29MB\n",
"[] 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0\n",
"Coordinates:\n",
" * wavelength (wavelength) float64 16B 760.0 850.0\n",
" * channel (channel) object 4kB 'S10D112' 'S10D133' ... 'S9D94' 'S9D96'\n",
" source (channel) object 4kB 'S10' 'S10' 'S10' 'S10' ... 'S9' 'S9' 'S9'\n",
" detector (channel) object 4kB 'D112' 'D133' 'D135' ... 'D92' 'D94' 'D96'\n",
" * time (time) float64 26kB 0.0 0.1112 0.2225 ... 367.8 367.9 368.0"
],
"text/plain": [
"<xarray.DataArray (channel: 545, wavelength: 2, time: 3309)> Size: 29MB\n",
"[] 0.002072 0.002634 0.00317 0.003662 ... 0.006999 0.006033 0.004973 0.00387\n",
"Coordinates:\n",
" * time (time) float64 26kB 0.0 0.1112 0.2225 ... 367.8 367.9 368.0\n",
" * channel (channel) object 4kB 'S10D87' 'S10D94' ... 'S47D29' 'S5D137'\n",
" * wavelength (wavelength) float64 16B 760.0 850.0\n",
" samples (time) int64 26kB 0 1 2 3 4 5 ... 3303 3304 3305 3306 3307 3308\n",
" source (channel) object 4kB 'S10' 'S10' 'S10' ... 'S56' 'S47' 'S5'\n",
" detector (channel) object 4kB 'D87' 'D94' 'D89' ... 'D129' 'D29' 'D137'