| \n", " | date_week | \n", "y | \n", "x1 | \n", "x2 | \n", "
|---|---|---|---|---|
| 0 | \n", "2022-01-01 | \n", "8.435918 | \n", "4.901673 | \n", "12.584369 | \n", "
| 1 | \n", "2022-01-02 | \n", "9.619534 | \n", "5.097116 | \n", "12.987150 | \n", "
| 2 | \n", "2022-01-03 | \n", "9.885896 | \n", "4.930238 | \n", "12.610042 | \n", "
| 3 | \n", "2022-01-04 | \n", "9.959450 | \n", "4.921401 | \n", "12.842278 | \n", "
| 4 | \n", "2022-01-05 | \n", "10.214027 | \n", "4.894086 | \n", "12.712858 | \n", "
<xarray.Dataset> Size: 17MB\n",
"Dimensions: (sample: 2000, date: 1041)\n",
"Coordinates:\n",
" * date (date) datetime64[ns] 8kB 2022-01-01 2022-01-02 ... 2024-11-06\n",
" * sample (sample) object 16kB MultiIndex\n",
" * chain (sample) int64 16kB 0 0 0 0 0 0 0 0 0 0 0 ... 3 3 3 3 3 3 3 3 3 3 3\n",
" * draw (sample) int64 16kB 0 1 2 3 4 5 6 7 ... 493 494 495 496 497 498 499\n",
"Data variables:\n",
" y (date, sample) float64 17MB 7.058 6.55 6.831 ... 10.57 10.81 11.36\n",
"Attributes:\n",
" created_at: 2025-06-16T13:23:01.103002+00:00\n",
" arviz_version: 0.21.0\n",
" inference_library: pymc\n",
" inference_library_version: 5.23.0| \n", " | date_week | \n", "y | \n", "x1 | \n", "x2 | \n", "holiday_signal | \n", "
|---|---|---|---|---|---|
| 0 | \n", "2022-01-01 | \n", "8.435918 | \n", "4.901673 | \n", "12.584369 | \n", "5.244234e-45 | \n", "
| 1 | \n", "2022-01-02 | \n", "9.619534 | \n", "5.097116 | \n", "12.987150 | \n", "9.276916e-45 | \n", "
| 2 | \n", "2022-01-03 | \n", "9.885896 | \n", "4.930238 | \n", "12.610042 | \n", "1.638439e-44 | \n", "
| 3 | \n", "2022-01-04 | \n", "9.959450 | \n", "4.921401 | \n", "12.842278 | \n", "2.889097e-44 | \n", "
| 4 | \n", "2022-01-05 | \n", "10.214027 | \n", "4.894086 | \n", "12.712858 | \n", "5.086267e-44 | \n", "
<xarray.Dataset> Size: 17MB\n",
"Dimensions: (sample: 2000, date: 1041)\n",
"Coordinates:\n",
" * date (date) datetime64[ns] 8kB 2022-01-01 2022-01-02 ... 2024-11-06\n",
" * sample (sample) object 16kB MultiIndex\n",
" * chain (sample) int64 16kB 0 0 0 0 0 0 0 0 0 0 0 ... 3 3 3 3 3 3 3 3 3 3 3\n",
" * draw (sample) int64 16kB 0 1 2 3 4 5 6 7 ... 493 494 495 496 497 498 499\n",
"Data variables:\n",
" y (date, sample) float64 17MB 7.605 7.466 7.616 ... 10.71 10.41 10.7\n",
"Attributes:\n",
" created_at: 2025-06-16T13:27:28.342091+00:00\n",
" arviz_version: 0.21.0\n",
" inference_library: pymc\n",
" inference_library_version: 5.23.0<xarray.Dataset> Size: 17MB\n",
"Dimensions: (sample: 2000, date: 1041)\n",
"Coordinates:\n",
" * date (date) datetime64[ns] 8kB 2022-01-01 2022-01-02 ... 2024-11-06\n",
" * sample (sample) object 16kB MultiIndex\n",
" * chain (sample) int64 16kB 0 0 0 0 0 0 0 0 0 0 0 ... 3 3 3 3 3 3 3 3 3 3 3\n",
" * draw (sample) int64 16kB 0 1 2 3 4 5 6 7 ... 493 494 495 496 497 498 499\n",
"Data variables:\n",
" y (date, sample) float64 17MB 8.454 8.399 8.547 ... 11.26 11.35 11.28\n",
"Attributes:\n",
" created_at: 2025-06-16T13:40:28.655973+00:00\n",
" arviz_version: 0.21.0\n",
" inference_library: pymc\n",
" inference_library_version: 5.23.0