Add ZTF alerts notebook #479
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## main #479 +/- ##
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nevencaplar
approved these changes
Nov 14, 2024
| "# Search for SN-like light curves in ZTF alerts\n", | ||
| "\n", | ||
| "We will use lsdb package to load a Hats catalog with [ZTF](https://www.ztf.caltech.edu) alerts.\n", | ||
| "The dataset contains all alerts sent from the beginning of the survey until 2023-09-13 corresponding to objects having at least 20 detections.\n", |
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Do you know when was the beginning of the survey?
| "source": [ | ||
| "# Search for SN-like light curves in ZTF alerts\n", | ||
| "\n", | ||
| "We will use lsdb package to load a Hats catalog with [ZTF](https://www.ztf.caltech.edu) alerts.\n", |
| "source": [ | ||
| "### Helper function for light-curve plotting\n", | ||
| "\n", | ||
| "The function accepts a pandas data frame and plot a light curve." |
| "These transformed columns are \"nested data frames\", so each item could be represented by a small pandas dataframe.\n", | ||
| "We are going to have three nested columns:\n", | ||
| "\n", | ||
| "1. \"lc\", for light curves, each point corrersponds to some alert (detection)\n", |
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corresponds -> corresponding
| "2. \"nondet\", for non-detections (upper limits)\n", | ||
| "3. \"ref\", for ZTF reference objects associated with alerts\n", | ||
| "\n", | ||
| "Here we do not download any data yet, all data access and analysis happens only after `.compute()` is called.\n", |
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Here we have not downloaded ....
| " <td>...</td>\n", | ||
| " </tr>\n", | ||
| " <tr>\n", | ||
| " <th>3458764513820540928</th>\n", |
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It is super confusing that these two catalogs have the same name
| { | ||
| "attachments": { | ||
| "8cf4f6f1-b501-4ff8-970c-a1645c8009ce.png": { | ||
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These images render very big for me, much bigger than they should be
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Add pre-executed notebook with "Alerce" data.
Rendered doc: https://lsdb--479.org.readthedocs.build/en/479/tutorials/pre_executed/ztf-alerts-sne.html