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speciesgrids docs
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@pieterprovoost
pieterprovoost committed Oct 9, 2024
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189 changes: 3 additions & 186 deletions notebooks/Python/speciesgrids_demo.ipynb
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"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
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"\n",
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"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>species</th>\n",
" <th>records</th>\n",
" <th>min_year</th>\n",
" <th>max_year</th>\n",
" <th>source_obis</th>\n",
" <th>source_gbif</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>Larus argentatus</td>\n",
" <td>1118392.0</td>\n",
" <td>1837.0</td>\n",
" <td>2024.0</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>Larus fuscus</td>\n",
" <td>84912.0</td>\n",
" <td>1964.0</td>\n",
" <td>2024.0</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>Larus canus</td>\n",
" <td>11298.0</td>\n",
" <td>1953.0</td>\n",
" <td>2024.0</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>Larus ridibundus</td>\n",
" <td>9528.0</td>\n",
" <td>1911.0</td>\n",
" <td>2024.0</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>Phalacrocorax carbo</td>\n",
" <td>8610.0</td>\n",
" <td>1910.0</td>\n",
" <td>2024.0</td>\n",
" <td>True</td>\n",
" <td>True</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1620</th>\n",
" <td>Wandonia haliotis</td>\n",
" <td>1.0</td>\n",
" <td>2015.0</td>\n",
" <td>2015.0</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1621</th>\n",
" <td>Raja undulata</td>\n",
" <td>1.0</td>\n",
" <td>2000.0</td>\n",
" <td>2000.0</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1622</th>\n",
" <td>Akashiwo sanguinea</td>\n",
" <td>1.0</td>\n",
" <td>2021.0</td>\n",
" <td>2021.0</td>\n",
" <td>True</td>\n",
" <td>False</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1623</th>\n",
" <td>Pelagostrobilidium paraepacrum</td>\n",
" <td>1.0</td>\n",
" <td>2014.0</td>\n",
" <td>2014.0</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1624</th>\n",
" <td>Slabberia halterata</td>\n",
" <td>1.0</td>\n",
" <td>1972.0</td>\n",
" <td>1972.0</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>1625 rows × 6 columns</p>\n",
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"text/plain": [
" species records min_year max_year \\\n",
"0 Larus argentatus 1118392.0 1837.0 2024.0 \n",
"1 Larus fuscus 84912.0 1964.0 2024.0 \n",
"2 Larus canus 11298.0 1953.0 2024.0 \n",
"3 Larus ridibundus 9528.0 1911.0 2024.0 \n",
"4 Phalacrocorax carbo 8610.0 1910.0 2024.0 \n",
"... ... ... ... ... \n",
"1620 Wandonia haliotis 1.0 2015.0 2015.0 \n",
"1621 Raja undulata 1.0 2000.0 2000.0 \n",
"1622 Akashiwo sanguinea 1.0 2021.0 2021.0 \n",
"1623 Pelagostrobilidium paraepacrum 1.0 2014.0 2014.0 \n",
"1624 Slabberia halterata 1.0 1972.0 1972.0 \n",
"\n",
" source_obis source_gbif \n",
"0 True True \n",
"1 True True \n",
"2 True True \n",
"3 True True \n",
"4 True True \n",
"... ... ... \n",
"1620 False True \n",
"1621 False True \n",
"1622 True False \n",
"1623 False True \n",
"1624 False True \n",
"\n",
"[1625 rows x 6 columns]"
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"source": [
"import duckdb\n",
"import pyarrow.dataset as ds\n",
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