{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"name":"astroquery_VizieR.ipynb","provenance":[],"collapsed_sections":[],"toc_visible":true,"authorship_tag":"ABX9TyOsAqC4PhZdLxBSqbgBE2fQ"},"kernelspec":{"name":"python3","display_name":"Python 3"},"language_info":{"name":"python"}},"cells":[{"cell_type":"markdown","source":["Docs: https://astroquery.readthedocs.io/en/latest/vizier/vizier.html"],"metadata":{"id":"gapvmXQsHXM2"}},{"cell_type":"code","execution_count":1,"metadata":{"id":"IGievQ_7FYtW","executionInfo":{"status":"ok","timestamp":1660738690781,"user_tz":180,"elapsed":13691,"user":{"displayName":"Thiago Ferreira dos Santos","userId":"09108111230663562541"}},"outputId":"b93a99b9-47d5-4476-f741-062bc6d42702","colab":{"base_uri":"https://localhost:8080/"}},"outputs":[{"output_type":"stream","name":"stdout","text":["\u001b[K     |████████████████████████████████| 4.5 MB 13.2 MB/s \n","\u001b[K     |████████████████████████████████| 832 kB 58.4 MB/s \n","\u001b[K     |████████████████████████████████| 48 kB 5.3 MB/s \n","\u001b[K     |████████████████████████████████| 4.1 MB 46.1 MB/s \n","\u001b[?25h"]}],"source":["!pip install --quiet astroquery"]},{"cell_type":"code","source":["from astroquery.vizier import Vizier\n","from astropy.coordinates import SkyCoord\n","from astroquery.xmatch import XMatch\n","\n","import astropy.units as u\n","import matplotlib.pyplot as plt"],"metadata":{"id":"jeJtjG84Fcsy","executionInfo":{"status":"ok","timestamp":1660738692372,"user_tz":180,"elapsed":1615,"user":{"displayName":"Thiago Ferreira dos Santos","userId":"09108111230663562541"}},"colab":{"base_uri":"https://localhost:8080/"},"outputId":"957a9152-348a-413a-8000-cc26a240f2e2"},"execution_count":2,"outputs":[{"output_type":"stream","name":"stdout","text":["Could not import regions, which is required for some of the functionalities of this module.\n"]}]},{"cell_type":"code","source":["Vizier.ROW_LIMIT = -1 # Full catalogue"],"metadata":{"id":"eKacDdkjHHg6","executionInfo":{"status":"ok","timestamp":1660738692376,"user_tz":180,"elapsed":27,"user":{"displayName":"Thiago Ferreira dos Santos","userId":"09108111230663562541"}}},"execution_count":3,"outputs":[]},{"cell_type":"code","source":["result = Vizier.query_region(SkyCoord.from_name('M67'),\n","                             radius = 0.2*u.deg,\n","                             catalog = 'I/355/gaiadr3')\n","\n","result"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"0vY10QMAGAsa","executionInfo":{"status":"ok","timestamp":1660738695489,"user_tz":180,"elapsed":3134,"user":{"displayName":"Thiago Ferreira dos Santos","userId":"09108111230663562541"}},"outputId":"a8301182-89e7-4e08-e4ee-40d487cc17ba"},"execution_count":4,"outputs":[{"output_type":"execute_result","data":{"text/plain":["TableList with 1 tables:\n","\t'0:I/355/gaiadr3' with 57 column(s) and 1474 row(s) "]},"metadata":{},"execution_count":4}]},{"cell_type":"code","source":["result[0]"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":565},"id":"p-gepV_UH5EH","executionInfo":{"status":"ok","timestamp":1660738695490,"user_tz":180,"elapsed":41,"user":{"displayName":"Thiago Ferreira dos Santos","userId":"09108111230663562541"}},"outputId":"4f53108d-9313-4b6d-cbef-201d4e60c5a7"},"execution_count":5,"outputs":[{"output_type":"execute_result","data":{"text/plain":["<Table length=1474>\n","    RA_ICRS         DE_ICRS     ...     RAJ2000         DEJ2000    \n","      deg             deg       ...       deg             deg      \n","    float64         float64     ...     float64         float64    \n","--------------- --------------- ... --------------- ---------------\n","132.80659278285  11.61813509374 ... 132.80658429172  11.61815210837\n","132.78893974680  11.62364978807 ... 132.78898707424  11.62366350020\n","132.79588607183  11.62788823559 ... 132.79599463542  11.62796684838\n","132.79131858635  11.62406762438 ... 132.79130002615  11.62414117094\n","132.80821841222  11.63377355281 ... 132.80826916301  11.63374713563\n","132.85981171966  11.61687029679 ... 132.85981171966  11.61687029679\n","132.89327628240  11.62014712697 ... 132.89321478453  11.62020596462\n","132.88530719417  11.62365395907 ... 132.88535564440  11.62366779104\n","132.87863184689  11.62919394055 ... 132.87862325633  11.62921242251\n","            ...             ... ...             ...             ...\n","132.77767525823  11.98470405304 ... 132.77769144114  11.98471154597\n","132.76927190931  11.99431817258 ... 132.76926140172  11.99436327865\n","132.77903655330  11.99598584549 ... 132.77908640089  11.99599538587\n","132.78257817877  11.99315836023 ... 132.78262752238  11.99317071942\n","132.82012131005  12.00787111589 ... 132.82012241618  12.00787067838\n","132.78749696079  12.00404362251 ... 132.78748715967  12.00406681143\n","132.85416402133  12.00050954977 ... 132.85421486799  12.00052126250\n","132.84347926983  12.00481905441 ... 132.84334947039  12.00505749294\n","132.85184604588  12.01285114932 ... 132.85189953252  12.01289381310\n","132.82810146118  12.00898678746 ... 132.82815235974  12.00899753358"],"text/html":["<div><i>Table length=1474</i>\n","<table id=\"table140430969575504\" class=\"table-striped table-bordered table-condensed\">\n","<thead><tr><th>RA_ICRS</th><th>DE_ICRS</th><th>Source</th><th>e_RA_ICRS</th><th>e_DE_ICRS</th><th>Plx</th><th>e_Plx</th><th>PM</th><th>pmRA</th><th>e_pmRA</th><th>pmDE</th><th>e_pmDE</th><th>RUWE</th><th>FG</th><th>e_FG</th><th>Gmag</th><th>FBP</th><th>e_FBP</th><th>BPmag</th><th>FRP</th><th>e_FRP</th><th>RPmag</th><th>BP-RP</th><th>RV</th><th>e_RV</th><th>Vbroad</th><th>GRVSmag</th><th>QSO</th><th>Gal</th><th>NSS</th><th>XPcont</th><th>XPsamp</th><th>RVS</th><th>EpochPh</th><th>EpochRV</th><th>MCMCGSP</th><th>MCMCMSC</th><th>And</th><th>Teff</th><th>logg</th><th>__Fe_H_</th><th>Dist</th><th>A0</th><th>HIP</th><th>PS1</th><th>SDSS13</th><th>SKYM2</th><th>TYC2</th><th>URAT1</th><th>AllWISE</th><th>APASS9</th><th>GSC23</th><th>RAVE5</th><th>_2MASS</th><th>RAVE6</th><th>RAJ2000</th><th>DEJ2000</th></tr></thead>\n","<thead><tr><th>deg</th><th>deg</th><th></th><th>mas</th><th>mas</th><th>mas</th><th>mas</th><th>mas / yr</th><th>mas / yr</th><th>mas / yr</th><th>mas / yr</th><th>mas / yr</th><th></th><th></th><th></th><th>mag</th><th></th><th></th><th>mag</th><th></th><th></th><th>mag</th><th>mag</th><th>km / s</th><th>km / s</th><th>km / s</th><th>mag</th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th>K</th><th>log(cm.s**-2)</th><th></th><th>pc</th><th>mag</th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th>deg</th><th>deg</th></tr></thead>\n","<thead><tr><th>float64</th><th>float64</th><th>int64</th><th>float64</th><th>float64</th><th>float64</th><th>float32</th><th>float64</th><th>float64</th><th>float32</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float32</th><th>float64</th><th>float32</th><th>float32</th><th>float64</th><th>float32</th><th>float32</th><th>float64</th><th>float64</th><th>float64</th><th>float32</th><th>float64</th><th>float64</th><th>uint8</th><th>uint8</th><th>uint8</th><th>uint8</th><th>uint8</th><th>uint8</th><th>uint8</th><th>uint8</th><th>uint8</th><th>uint8</th><th>uint8</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>int32</th><th>int64</th><th>int64</th><th>int32</th><th>str12</th><th>str15</th><th>str19</th><th>int32</th><th>str10</th><th>str16</th><th>str17</th><th>str21</th><th>float64</th><th>float64</th></tr></thead>\n","<tr><td>132.80659278285</td><td>11.61813509374</td><td>604896188878337152</td><td>0.0353</td><td>0.0195</td><td>0.4591</td><td>0.0412</td><td>4.261</td><td>1.871</td><td>0.044</td><td>-3.828</td><td>0.0339404340</td><td>1.121</td><td>11280.85268</td><td>3.302</td><td>15.556512</td><td>5492</td><td>9.775</td><td>15.989253</td><td>8288</td><td>13.13</td><td>14.951831</td><td>1.037422</td><td>--</td><td>--</td><td>--</td><td>--</td><td>0</td><td>0</td><td>0</td><td>1</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>1</td><td>0</td><td>5030.9</td><td>4.2915</td><td>-0.7854</td><td>1240.2042</td><td>0.0331</td><td>--</td><td>121941328066312254</td><td>1237671262272225751</td><td>--</td><td></td><td>URAT1-509150355</td><td>J085113.58+113705.2</td><td>5188415</td><td>N8X7007052</td><td></td><td>08511358+1137054</td><td></td><td>132.80658429172</td><td>11.61815210837</td></tr>\n","<tr><td>132.78893974680</td><td>11.62364978807</td><td>604896253302594688</td><td>0.3611</td><td>0.2026</td><td>1.8288</td><td>0.4033</td><td>10.877</td><td>-10.430</td><td>0.435</td><td>-3.085</td><td>0.3318761600</td><td>1.027</td><td>251.97222</td><td>0.8537</td><td>19.683985</td><td>54.39</td><td>7.148</td><td>20.999760</td><td>321</td><td>7.428</td><td>18.481530</td><td>2.518230</td><td>--</td><td>--</td><td>--</td><td>--</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>121941327890008867</td><td>1237671262272225953</td><td>--</td><td></td><td></td><td></td><td>--</td><td>N8X7017413</td><td></td><td>08510938+1137254</td><td></td><td>132.78898707424</td><td>11.62366350020</td></tr>\n","<tr><td>132.79588607183</td><td>11.62788823559</td><td>604896257597814784</td><td>0.2647</td><td>0.1479</td><td>1.6501</td><td>0.3027</td><td>29.754</td><td>-23.925</td><td>0.314</td><td>-17.688</td><td>0.2463263100</td><td>1.025</td><td>365.00832</td><td>0.9057</td><td>19.281610</td><td>70.69</td><td>5.638</td><td>20.715076</td><td>444.8</td><td>6.853</td><td>18.127487</td><td>2.587589</td><td>--</td><td>--</td><td>--</td><td>--</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>0</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>--</td><td>121951327959603976</td><td>1237671262272226057</td><td>--</td><td></td><td></td><td>J085111.01+113740.5</td><td>--</td><td>N8X7012933</td><td></td><td>08511107+1137407</td><td></td><td>132.79599463542</td><td>11.62796684838</td></tr>\n","<tr><td>132.79131858635</td><td>11.62406762438</td><td>604896257597816064</td><td>0.0498</td><td>0.0264</td><td>1.6355</td><td>0.0571</td><td>17.046</td><td>4.090</td><td>0.061</td><td>-16.548</td><td>0.0456450400</td><td>1.004</td><td>5310.48800</td><td>2.484</td><td>16.374530</td><td>1865</td><td>9.91</td><td>17.161995</td><td>4963</td><td>10.98</td><td>15.508600</td><td>1.653395</td><td>--</td><td>--</td><td>--</td><td>--</td><td>0</td><td>0</td><td>0</td><td>1</td><td>0</td><td>0</td><td>0</td><td>0</td><td>1</td><td>1</td><td>0</td><td>4408.1</td><td>4.5991</td><td>0.3665</td><td>664.8141</td><td>0.5710</td><td>--</td><td>121941327913299403</td><td>1237671262272225952</td><td>--</td><td></td><td>URAT1-509150338</td><td>J085109.91+113726.6</td><td>--</td><td>N8X7007085</td><td></td><td>08510992+1137269</td><td></td><td>132.79130002615</td><td>11.62414117094</td></tr>\n","<tr><td>132.80821841222</td><td>11.63377355281</td><td>604896287661834112</td><td>0.5087</td><td>0.2742</td><td>-0.1222</td><td>0.5742</td><td>12.666</td><td>-11.184</td><td>0.614</td><td>5.944</td><td>0.4614222300</td><td>1.111</td><td>181.96304</td><td>0.766</td><td>20.037409</td><td>66.14</td><td>9.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= result[0]['Gmag'] \n","bp_rp = result[0]['BP-RP']\n","\n","plx = result[0]['Plx']\n","pmra = result[0]['pmRA']\n","pmdec = result[0]['pmDE']"],"metadata":{"id":"41dlBXvUGMt8","executionInfo":{"status":"ok","timestamp":1660738695492,"user_tz":180,"elapsed":33,"user":{"displayName":"Thiago Ferreira dos Santos","userId":"09108111230663562541"}}},"execution_count":6,"outputs":[]},{"cell_type":"code","source":["M67stars = result[0][(plx <= 1.2) & (plx >= 0.95) & (pmra <= -8) & (pmra >= -14) & (pmdec >=-10) & (pmdec <= 0)]; \n","\n","print(len(M67stars))"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"LXTiEFTLIT-G","executionInfo":{"status":"ok","timestamp":1660738695493,"user_tz":180,"elapsed":30,"user":{"displayName":"Thiago Ferreira dos Santos","userId":"09108111230663562541"}},"outputId":"ab3f7535-65c8-46c4-c84d-46ddee34cf2e"},"execution_count":7,"outputs":[{"output_type":"stream","name":"stdout","text":["480\n"]}]},{"cell_type":"code","source":["fig, ax = plt.subplots(figsize = (8, 7))\n","ax.grid(alpha = 0.2)\n","ax.invert_yaxis()\n","ax.set(ylim = (21.5, 9), xlim = (-1, 3.5))\n","ax.set_xlabel(r'(G$_{BP}$ $-$ G$_{RP}$) / mag', fontsize = 14)\n","ax.set_ylabel(r'G / mag', fontsize = 14)\n","ax.scatter(bp_rp, g, s = 5.0, color = 'grey', alpha = 0.5)\n","\n","p = plt.scatter(M67stars['BP-RP'], M67stars['Gmag'], s = 5.0, c = M67stars['PM'], cmap = plt.cm.magma, vmin = 5, vmax = 15)\n","plt.colorbar(p, pad = 0).set_label(r'$\\mu_{total}$ / (mas yr$^{-1}$)', size = 12)\n","\n","plt.tight_layout()\n","plt.savefig('M67cmd.pdf')"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":513},"id":"tm8pxew4Gteo","executionInfo":{"status":"ok","timestamp":1660738696175,"user_tz":180,"elapsed":701,"user":{"displayName":"Thiago Ferreira dos Santos","userId":"09108111230663562541"}},"outputId":"ef5e6cae-ba69-491a-8ee2-54201aa03fcb"},"execution_count":8,"outputs":[{"output_type":"display_data","data":{"text/plain":["<Figure size 576x504 with 2 Axes>"],"image/png":"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\n"},"metadata":{"needs_background":"light"}}]}]}