gitea-mirror/AstronomicalData
1
0
Fork 0
mirror of https://github.com/AllenDowney/AstronomicalData.git synced 2026-02-04 19:11:47 -08:00
Code Issues Packages Projects Releases Wiki Activity

Tweaks

Browse Source
This commit is contained in:
Allen Downey
2020-11-18 19:32:08 -05:00
parent ff5d0530b5
commit 6257dee669
5 changed files with 221 additions and 214 deletions
Download Patch File Download Diff File Expand all files Collapse all files

190
01_query.ipynb
View File

@@ -383,7 +383,7 @@
{
"data": {
"text/plain": [
"<astroquery.utils.tap.model.taptable.TapTableMeta at 0x7f10a2326820>"
"<astroquery.utils.tap.model.taptable.TapTableMeta at 0x7fbbf0d60a60>"
]
},
"execution_count": 5,
@@ -808,7 +808,7 @@
{
"data": {
"text/plain": [
"<astroquery.utils.tap.model.job.Job at 0x7f10a2344250>"
"<astroquery.utils.tap.model.job.Job at 0x7fbbf0d8f5b0>"
]
},
"execution_count": 12,
@@ -846,11 +846,11 @@
"ref_epoch float64 yr Reference epoch 0\n",
" ra float64 deg Right ascension 0\n",
" dec float64 deg Declination 0\n",
" parallax float64 mas Parallax 2\n",
" parallax float64 mas Parallax 3\n",
"Jobid: None\n",
"Phase: COMPLETED\n",
"Owner: None\n",
"Output file: sync_20201117092213.xml.gz\n",
"Output file: sync_20201117154748.xml.gz\n",
"Results: None\n"
]
}
@@ -918,20 +918,20 @@
"data": {
"text/html": [
"<i>Table length=10</i>\n",
"<table id=\"table139709417416256\" class=\"table-striped table-bordered table-condensed\">\n",
"<table id=\"table140445176362752\" class=\"table-striped table-bordered table-condensed\">\n",
"<thead><tr><th>source_id</th><th>ref_epoch</th><th>ra</th><th>dec</th><th>parallax</th></tr></thead>\n",
"<thead><tr><th></th><th>yr</th><th>deg</th><th>deg</th><th>mas</th></tr></thead>\n",
"<thead><tr><th>int64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th></tr></thead>\n",
"<tr><td>2029534160912857984</td><td>2015.5</td><td>302.1221011162626</td><td>29.464242405581903</td><td>0.26719312673637957</td></tr>\n",
"<tr><td>2029527563843522688</td><td>2015.5</td><td>301.76635488333477</td><td>29.297302003155878</td><td>-0.5339115955037064</td></tr>\n",
"<tr><td>2029530175194496768</td><td>2015.5</td><td>301.84979907220344</td><td>29.424817571056252</td><td>0.4993858623581147</td></tr>\n",
"<tr><td>2029552990056965376</td><td>2015.5</td><td>302.61233151638965</td><td>29.69609949341979</td><td>--</td></tr>\n",
"<tr><td>2029559174807808512</td><td>2015.5</td><td>302.08554269720975</td><td>29.568937428891136</td><td>0.07378124688708597</td></tr>\n",
"<tr><td>2029534126551565440</td><td>2015.5</td><td>302.1383595452346</td><td>29.4560049110412</td><td>--</td></tr>\n",
"<tr><td>2029534023485750400</td><td>2015.5</td><td>302.06234099159894</td><td>29.463904128839516</td><td>-0.6248984748555095</td></tr>\n",
"<tr><td>2029552990053470592</td><td>2015.5</td><td>302.61273920007653</td><td>29.701315238258985</td><td>-0.5113424569489686</td></tr>\n",
"<tr><td>2029545430912236672</td><td>2015.5</td><td>302.2752745129967</td><td>29.482001000231968</td><td>0.049122831032945236</td></tr>\n",
"<tr><td>2029534435790829568</td><td>2015.5</td><td>302.08962936217654</td><td>29.490016052993543</td><td>1.0104447723028214</td></tr>\n",
"<tr><td>5849745869473487488</td><td>2015.5</td><td>219.73560389985096</td><td>-65.20710341703752</td><td>0.5482007725782427</td></tr>\n",
"<tr><td>5849746938973887488</td><td>2015.5</td><td>219.60817792260227</td><td>-65.1665758810783</td><td>--</td></tr>\n",
"<tr><td>5849749412871953152</td><td>2015.5</td><td>219.47762991904543</td><td>-65.19549094160195</td><td>0.8018859767657315</td></tr>\n",
"<tr><td>5849756177391089408</td><td>2015.5</td><td>221.04673046937168</td><td>-65.57259338863145</td><td>0.2470355479426332</td></tr>\n",
"<tr><td>5849740479338016512</td><td>2015.5</td><td>219.48034924849668</td><td>-65.248465161243</td><td>0.7498253475529492</td></tr>\n",
"<tr><td>5849755150954806784</td><td>2015.5</td><td>220.7783390948865</td><td>-65.59812207307075</td><td>-0.17531203854271796</td></tr>\n",
"<tr><td>5849742231683753344</td><td>2015.5</td><td>219.12014600682343</td><td>-65.30003719122678</td><td>0.2758280660620302</td></tr>\n",
"<tr><td>5849741853727882752</td><td>2015.5</td><td>219.08570521942724</td><td>-65.3172714882006</td><td>1.4628766254219059</td></tr>\n",
"<tr><td>5849749138009127680</td><td>2015.5</td><td>219.7980142071744</td><td>-65.08195659745067</td><td>--</td></tr>\n",
"<tr><td>5849741716288860672</td><td>2015.5</td><td>219.0424551498036</td><td>-65.33572466059165</td><td>--</td></tr>\n",
"</table>"
],
"text/plain": [
@@ -940,16 +940,16 @@
" yr ... deg mas \n",
" int64 float64 ... float64 float64 \n",
"------------------- --------- ... ------------------ --------------------\n",
"2029534160912857984 2015.5 ... 29.464242405581903 0.26719312673637957\n",
"2029527563843522688 2015.5 ... 29.297302003155878 -0.5339115955037064\n",
"2029530175194496768 2015.5 ... 29.424817571056252 0.4993858623581147\n",
"2029552990056965376 2015.5 ... 29.69609949341979 --\n",
"2029559174807808512 2015.5 ... 29.568937428891136 0.07378124688708597\n",
"2029534126551565440 2015.5 ... 29.4560049110412 --\n",
"2029534023485750400 2015.5 ... 29.463904128839516 -0.6248984748555095\n",
"2029552990053470592 2015.5 ... 29.701315238258985 -0.5113424569489686\n",
"2029545430912236672 2015.5 ... 29.482001000231968 0.049122831032945236\n",
"2029534435790829568 2015.5 ... 29.490016052993543 1.0104447723028214"
"5849745869473487488 2015.5 ... -65.20710341703752 0.5482007725782427\n",
"5849746938973887488 2015.5 ... -65.1665758810783 --\n",
"5849749412871953152 2015.5 ... -65.19549094160195 0.8018859767657315\n",
"5849756177391089408 2015.5 ... -65.57259338863145 0.2470355479426332\n",
"5849740479338016512 2015.5 ... -65.248465161243 0.7498253475529492\n",
"5849755150954806784 2015.5 ... -65.59812207307075 -0.17531203854271796\n",
"5849742231683753344 2015.5 ... -65.30003719122678 0.2758280660620302\n",
"5849741853727882752 2015.5 ... -65.3172714882006 1.4628766254219059\n",
"5849749138009127680 2015.5 ... -65.08195659745067 --\n",
"5849741716288860672 2015.5 ... -65.33572466059165 --"
]
},
"execution_count": 15,
@@ -1044,10 +1044,10 @@
" ra float64 deg Right ascension\n",
" dec float64 deg Declination\n",
" parallax float64 mas Parallax\n",
"Jobid: 1605622934969O\n",
"Jobid: 1605646069281O\n",
"Phase: COMPLETED\n",
"Owner: None\n",
"Output file: async_20201117092215.vot\n",
"Output file: async_20201117154749.vot\n",
"Results: None\n"
]
}
@@ -1073,58 +1073,58 @@
"data": {
"text/html": [
"<i>Table length=3000</i>\n",
"<table id=\"table139709414533440\" class=\"table-striped table-bordered table-condensed\">\n",
"<table id=\"table140445173361824\" class=\"table-striped table-bordered table-condensed\">\n",
"<thead><tr><th>source_id</th><th>ref_epoch</th><th>ra</th><th>dec</th><th>parallax</th></tr></thead>\n",
"<thead><tr><th></th><th>yr</th><th>deg</th><th>deg</th><th>mas</th></tr></thead>\n",
"<thead><tr><th>int64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th></tr></thead>\n",
"<tr><td>2029534160912857984</td><td>2015.5</td><td>302.1221011162626</td><td>29.464242405581903</td><td>0.26719312673637957</td></tr>\n",
"<tr><td>2029527563843522688</td><td>2015.5</td><td>301.76635488333477</td><td>29.297302003155878</td><td>-0.5339115955037064</td></tr>\n",
"<tr><td>2029530175194496768</td><td>2015.5</td><td>301.84979907220344</td><td>29.424817571056252</td><td>0.4993858623581147</td></tr>\n",
"<tr><td>2029559174807808512</td><td>2015.5</td><td>302.08554269720975</td><td>29.568937428891136</td><td>0.07378124688708597</td></tr>\n",
"<tr><td>2029534023485750400</td><td>2015.5</td><td>302.06234099159894</td><td>29.463904128839516</td><td>-0.6248984748555095</td></tr>\n",
"<tr><td>2029552990053470592</td><td>2015.5</td><td>302.61273920007653</td><td>29.701315238258985</td><td>-0.5113424569489686</td></tr>\n",
"<tr><td>2029545430912236672</td><td>2015.5</td><td>302.2752745129967</td><td>29.482001000231968</td><td>0.049122831032945236</td></tr>\n",
"<tr><td>2029551375154168192</td><td>2015.5</td><td>302.6322719484525</td><td>29.629231848937902</td><td>-0.4273623555622012</td></tr>\n",
"<tr><td>2029537184581680000</td><td>2015.5</td><td>301.8270877829269</td><td>29.481945977423116</td><td>0.686631849492751</td></tr>\n",
"<tr><td>5849745869473487488</td><td>2015.5</td><td>219.73560389985096</td><td>-65.20710341703752</td><td>0.5482007725782427</td></tr>\n",
"<tr><td>5849749412871953152</td><td>2015.5</td><td>219.47762991904543</td><td>-65.19549094160195</td><td>0.8018859767657315</td></tr>\n",
"<tr><td>5849756177391089408</td><td>2015.5</td><td>221.04673046937168</td><td>-65.57259338863145</td><td>0.2470355479426332</td></tr>\n",
"<tr><td>5849740479338016512</td><td>2015.5</td><td>219.48034924849668</td><td>-65.248465161243</td><td>0.7498253475529492</td></tr>\n",
"<tr><td>5849755150954806784</td><td>2015.5</td><td>220.7783390948865</td><td>-65.59812207307075</td><td>-0.17531203854271796</td></tr>\n",
"<tr><td>5849742231683753344</td><td>2015.5</td><td>219.12014600682343</td><td>-65.30003719122678</td><td>0.2758280660620302</td></tr>\n",
"<tr><td>5849756594002789504</td><td>2015.5</td><td>221.2361295175457</td><td>-65.52974480682217</td><td>0.29058299600659726</td></tr>\n",
"<tr><td>5849758208912099200</td><td>2015.5</td><td>220.75442873671042</td><td>-65.56715622350804</td><td>-0.1685867513524159</td></tr>\n",
"<tr><td>5849754768662465920</td><td>2015.5</td><td>221.0112032878186</td><td>-65.5732299894003</td><td>0.14826104583068447</td></tr>\n",
"<tr><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td></tr>\n",
"<tr><td>5351023617248935296</td><td>2015.5</td><td>163.20342713669297</td><td>-57.45843664435045</td><td>-0.12712245925716417</td></tr>\n",
"<tr><td>5351013034403261056</td><td>2015.5</td><td>162.76029338894156</td><td>-57.57725086313733</td><td>-0.04737425207265826</td></tr>\n",
"<tr><td>6230089722024056576</td><td>2015.5</td><td>221.13188844526658</td><td>-23.856129423698576</td><td>0.40215405335632315</td></tr>\n",
"<tr><td>6229981248329591552</td><td>2015.5</td><td>219.5757477670797</td><td>-24.520741795344115</td><td>-0.1711128865194354</td></tr>\n",
"<tr><td>6230163114425691904</td><td>2015.5</td><td>220.67263853794475</td><td>-23.502746567943603</td><td>-0.0983885985018888</td></tr>\n",
"<tr><td>6229932491861252352</td><td>2015.5</td><td>220.73523627555818</td><td>-24.640708681077328</td><td>0.4328661904699682</td></tr>\n",
"<tr><td>6230016879379130240</td><td>2015.5</td><td>219.83052324579677</td><td>-24.2061244892915</td><td>0.3925985611610745</td></tr>\n",
"<tr><td>6230073366787772800</td><td>2015.5</td><td>221.47192783117885</td><td>-23.959139666294128</td><td>0.48625897986634425</td></tr>\n",
"<tr><td>6230145075563001728</td><td>2015.5</td><td>221.03467394339305</td><td>-23.58099620047661</td><td>0.4002784743473182</td></tr>\n",
"<tr><td>6230167031435813760</td><td>2015.5</td><td>220.7851856662174</td><td>-23.336372421616733</td><td>-0.8736321545140885</td></tr>\n",
"<tr><td>4687418695774232192</td><td>2015.5</td><td>16.869927634756948</td><td>-72.68242362167037</td><td>-0.48502626489731665</td></tr>\n",
"<tr><td>4687422891933697920</td><td>2015.5</td><td>15.901327641112253</td><td>-72.80447466138797</td><td>0.2995397868127374</td></tr>\n",
"<tr><td>4687420723006033280</td><td>2015.5</td><td>15.47314164379284</td><td>-72.89011101634064</td><td>-0.9978112875699006</td></tr>\n",
"<tr><td>4687422715871646976</td><td>2015.5</td><td>15.99138434019087</td><td>-72.82313785245728</td><td>-2.942541578796724</td></tr>\n",
"<tr><td>4687423815384413184</td><td>2015.5</td><td>15.944465951055934</td><td>-72.77907061819404</td><td>0.551112050315771</td></tr>\n",
"<tr><td>4687423098092057728</td><td>2015.5</td><td>16.011069579363397</td><td>-72.77136072133104</td><td>0.5275024949652448</td></tr>\n",
"<tr><td>4687420894804720512</td><td>2015.5</td><td>15.645744782387933</td><td>-72.86243763758765</td><td>-0.3893691578003666</td></tr>\n",
"<tr><td>4110043733924819712</td><td>2015.5</td><td>261.33786534447233</td><td>-25.232978342149263</td><td>0.16336768694395531</td></tr>\n",
"<tr><td>4110047449052774912</td><td>2015.5</td><td>261.1262641088297</td><td>-25.31967337502969</td><td>0.126451056290413</td></tr>\n",
"<tr><td>4110049437580528640</td><td>2015.5</td><td>260.94992109082744</td><td>-25.32242018581512</td><td>-0.025095711306698878</td></tr>\n",
"</table>"
],
"text/plain": [
"<Table length=3000>\n",
" source_id ref_epoch ... dec parallax \n",
" yr ... deg mas \n",
" int64 float64 ... float64 float64 \n",
"------------------- --------- ... ------------------- --------------------\n",
"2029534160912857984 2015.5 ... 29.464242405581903 0.26719312673637957\n",
"2029527563843522688 2015.5 ... 29.297302003155878 -0.5339115955037064\n",
"2029530175194496768 2015.5 ... 29.424817571056252 0.4993858623581147\n",
"2029559174807808512 2015.5 ... 29.568937428891136 0.07378124688708597\n",
"2029534023485750400 2015.5 ... 29.463904128839516 -0.6248984748555095\n",
"2029552990053470592 2015.5 ... 29.701315238258985 -0.5113424569489686\n",
"2029545430912236672 2015.5 ... 29.482001000231968 0.049122831032945236\n",
"2029551375154168192 2015.5 ... 29.629231848937902 -0.4273623555622012\n",
"2029537184581680000 2015.5 ... 29.481945977423116 0.686631849492751\n",
" ... ... ... ... ...\n",
"5351023617248935296 2015.5 ... -57.45843664435045 -0.12712245925716417\n",
"5351013034403261056 2015.5 ... -57.57725086313733 -0.04737425207265826\n",
"6230089722024056576 2015.5 ... -23.856129423698576 0.40215405335632315\n",
"6229981248329591552 2015.5 ... -24.520741795344115 -0.1711128865194354\n",
"6230163114425691904 2015.5 ... -23.502746567943603 -0.0983885985018888\n",
"6229932491861252352 2015.5 ... -24.640708681077328 0.4328661904699682\n",
"6230016879379130240 2015.5 ... -24.2061244892915 0.3925985611610745\n",
"6230073366787772800 2015.5 ... -23.959139666294128 0.48625897986634425\n",
"6230145075563001728 2015.5 ... -23.58099620047661 0.4002784743473182\n",
"6230167031435813760 2015.5 ... -23.336372421616733 -0.8736321545140885"
" source_id ref_epoch ... dec parallax \n",
" yr ... deg mas \n",
" int64 float64 ... float64 float64 \n",
"------------------- --------- ... ------------------- ---------------------\n",
"5849745869473487488 2015.5 ... -65.20710341703752 0.5482007725782427\n",
"5849749412871953152 2015.5 ... -65.19549094160195 0.8018859767657315\n",
"5849756177391089408 2015.5 ... -65.57259338863145 0.2470355479426332\n",
"5849740479338016512 2015.5 ... -65.248465161243 0.7498253475529492\n",
"5849755150954806784 2015.5 ... -65.59812207307075 -0.17531203854271796\n",
"5849742231683753344 2015.5 ... -65.30003719122678 0.2758280660620302\n",
"5849756594002789504 2015.5 ... -65.52974480682217 0.29058299600659726\n",
"5849758208912099200 2015.5 ... -65.56715622350804 -0.1685867513524159\n",
"5849754768662465920 2015.5 ... -65.5732299894003 0.14826104583068447\n",
" ... ... ... ... ...\n",
"4687418695774232192 2015.5 ... -72.68242362167037 -0.48502626489731665\n",
"4687422891933697920 2015.5 ... -72.80447466138797 0.2995397868127374\n",
"4687420723006033280 2015.5 ... -72.89011101634064 -0.9978112875699006\n",
"4687422715871646976 2015.5 ... -72.82313785245728 -2.942541578796724\n",
"4687423815384413184 2015.5 ... -72.77907061819404 0.551112050315771\n",
"4687423098092057728 2015.5 ... -72.77136072133104 0.5275024949652448\n",
"4687420894804720512 2015.5 ... -72.86243763758765 -0.3893691578003666\n",
"4110043733924819712 2015.5 ... -25.232978342149263 0.16336768694395531\n",
"4110047449052774912 2015.5 ... -25.31967337502969 0.126451056290413\n",
"4110049437580528640 2015.5 ... -25.32242018581512 -0.025095711306698878"
]
},
"execution_count": 18,
@@ -1277,7 +1277,7 @@
{
"data": {
"text/plain": [
"(None, '1605622934969O')"
"(None, '1605646069281O')"
]
},
"execution_count": 21,
@@ -1307,7 +1307,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
"Removed jobs: '['1605622934969O']'.\n"
"Removed jobs: '['1605646069281O']'.\n"
]
}
],
@@ -1476,7 +1476,7 @@
"Jobid: None\n",
"Phase: COMPLETED\n",
"Owner: None\n",
"Output file: sync_20201117092220.xml.gz\n",
"Output file: sync_20201117154752.xml.gz\n",
"Results: None\n"
]
}
@@ -1495,20 +1495,20 @@
"data": {
"text/html": [
"<i>Table length=10</i>\n",
"<table id=\"table139709417540336\" class=\"table-striped table-bordered table-condensed\">\n",
"<table id=\"table140445173436528\" class=\"table-striped table-bordered table-condensed\">\n",
"<thead><tr><th>source_id</th><th>ra</th><th>dec</th><th>pmra</th><th>pmdec</th><th>parallax</th><th>parallax_error</th><th>radial_velocity</th></tr></thead>\n",
"<thead><tr><th></th><th>deg</th><th>deg</th><th>mas / yr</th><th>mas / yr</th><th>mas</th><th>mas</th><th>km / s</th></tr></thead>\n",
"<thead><tr><th>int64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th></tr></thead>\n",
"<tr><td>6230144152145537152</td><td>221.00484394613122</td><td>-23.650193344617016</td><td>-3.5074596301747727</td><td>-10.224921783269979</td><td>0.4472611806640159</td><td>0.1288335146382159</td><td>--</td></tr>\n",
"<tr><td>6230171669999288192</td><td>222.11986606839224</td><td>-24.50411126495661</td><td>-3.5454562059199444</td><td>-4.5898956770256065</td><td>0.01235077758559544</td><td>0.6798312067588314</td><td>--</td></tr>\n",
"<tr><td>6230030795072008832</td><td>220.6858032920676</td><td>-24.529155332809893</td><td>-7.395300108444131</td><td>-2.3509644395754723</td><td>0.9192193090012722</td><td>1.011426390802751</td><td>--</td></tr>\n",
"<tr><td>6230121401702753664</td><td>220.2681390809788</td><td>-23.90595652859401</td><td>-0.9310688845911029</td><td>-4.850975141945376</td><td>0.7892660162616956</td><td>0.612231874239708</td><td>--</td></tr>\n",
"<tr><td>6229987570521485440</td><td>219.69736802123325</td><td>-24.463333246855726</td><td>-1.2742408484284249</td><td>-3.404899385900498</td><td>0.2215366853699605</td><td>0.21596169286289862</td><td>--</td></tr>\n",
"<tr><td>6230018425567339520</td><td>220.1035725206795</td><td>-24.23214642244001</td><td>3.5001851583023207</td><td>-7.522436158423504</td><td>0.10694586740680614</td><td>0.8296685650840913</td><td>--</td></tr>\n",
"<tr><td>6230130266515510528</td><td>220.4226870525988</td><td>-23.73255151335769</td><td>-2.363789876365865</td><td>-4.703438038908609</td><td>0.3047725187302132</td><td>0.2970783741597157</td><td>--</td></tr>\n",
"<tr><td>6230061757492831616</td><td>221.17289130564805</td><td>-24.25689151102804</td><td>-2.857319870871607</td><td>-3.3752756010215696</td><td>0.5718461700819417</td><td>0.08382745553667581</td><td>--</td></tr>\n",
"<tr><td>2003409519814774528</td><td>339.93278128584706</td><td>54.693746629826066</td><td>-4.309526744320447</td><td>-4.179418290817069</td><td>-0.03422181968448189</td><td>0.16657261834688394</td><td>--</td></tr>\n",
"<tr><td>2003390901139218816</td><td>338.7103475641665</td><td>54.842371081247144</td><td>0.9558208039434155</td><td>-3.918955387981184</td><td>0.7072974894588037</td><td>0.4296262772904238</td><td>--</td></tr>\n",
"<tr><td>4687420551207336960</td><td>15.645304428598138</td><td>-72.89167644508707</td><td>1.2391150617590077</td><td>-0.44283475442839</td><td>-0.6198096756639259</td><td>0.2807306692481813</td><td>--</td></tr>\n",
"<tr><td>4687420345043286528</td><td>17.02520966291366</td><td>-72.58813710995527</td><td>0.5942325468950411</td><td>-0.9226900184931504</td><td>0.14195864820393828</td><td>0.2762606040704309</td><td>--</td></tr>\n",
"<tr><td>4687423403067577856</td><td>16.093293953294165</td><td>-72.76190688901534</td><td>4.282221460096154</td><td>-1.151311128485597</td><td>-2.35198675239641</td><td>0.8824042279602063</td><td>--</td></tr>\n",
"<tr><td>4687418695774232192</td><td>16.869927634756948</td><td>-72.68242362167037</td><td>3.757251484808558</td><td>-0.27830874302625963</td><td>-0.48502626489731665</td><td>0.5173500081780815</td><td>--</td></tr>\n",
"<tr><td>4687422891933697920</td><td>15.901327641112253</td><td>-72.80447466138797</td><td>1.620291207312266</td><td>-0.7541576089819368</td><td>0.2995397868127374</td><td>0.2764244386276099</td><td>--</td></tr>\n",
"<tr><td>4687422715871646976</td><td>15.99138434019087</td><td>-72.82313785245728</td><td>2.8954637100285368</td><td>4.214822457223685</td><td>-2.942541578796724</td><td>0.847035789335997</td><td>--</td></tr>\n",
"<tr><td>4687423815384413184</td><td>15.944465951055934</td><td>-72.77907061819404</td><td>4.313074669192134</td><td>-1.460344295147088</td><td>0.551112050315771</td><td>0.7664351946147043</td><td>--</td></tr>\n",
"<tr><td>4687423098092057728</td><td>16.011069579363397</td><td>-72.77136072133104</td><td>1.7413320910807104</td><td>-1.814893105748193</td><td>0.5275024949652448</td><td>0.3616348905813909</td><td>--</td></tr>\n",
"<tr><td>4687420894804720512</td><td>15.645744782387933</td><td>-72.86243763758765</td><td>0.40415899559873986</td><td>-2.0036523797855805</td><td>-0.3893691578003666</td><td>0.35767437939443886</td><td>--</td></tr>\n",
"<tr><td>4110047449052774912</td><td>261.1262641088297</td><td>-25.31967337502969</td><td>-2.4098547436119064</td><td>-1.301609808236016</td><td>0.126451056290413</td><td>0.7276250597861622</td><td>--</td></tr>\n",
"</table>"
],
"text/plain": [
@@ -1517,16 +1517,16 @@
" deg ... mas km / s \n",
" int64 float64 ... float64 float64 \n",
"------------------- ------------------ ... ------------------- ---------------\n",
"6230144152145537152 221.00484394613122 ... 0.1288335146382159 --\n",
"6230171669999288192 222.11986606839224 ... 0.6798312067588314 --\n",
"6230030795072008832 220.6858032920676 ... 1.011426390802751 --\n",
"6230121401702753664 220.2681390809788 ... 0.612231874239708 --\n",
"6229987570521485440 219.69736802123325 ... 0.21596169286289862 --\n",
"6230018425567339520 220.1035725206795 ... 0.8296685650840913 --\n",
"6230130266515510528 220.4226870525988 ... 0.2970783741597157 --\n",
"6230061757492831616 221.17289130564805 ... 0.08382745553667581 --\n",
"2003409519814774528 339.93278128584706 ... 0.16657261834688394 --\n",
"2003390901139218816 338.7103475641665 ... 0.4296262772904238 --"
"4687420551207336960 15.645304428598138 ... 0.2807306692481813 --\n",
"4687420345043286528 17.02520966291366 ... 0.2762606040704309 --\n",
"4687423403067577856 16.093293953294165 ... 0.8824042279602063 --\n",
"4687418695774232192 16.869927634756948 ... 0.5173500081780815 --\n",
"4687422891933697920 15.901327641112253 ... 0.2764244386276099 --\n",
"4687422715871646976 15.99138434019087 ... 0.847035789335997 --\n",
"4687423815384413184 15.944465951055934 ... 0.7664351946147043 --\n",
"4687423098092057728 16.011069579363397 ... 0.3616348905813909 --\n",
"4687420894804720512 15.645744782387933 ... 0.35767437939443886 --\n",
"4110047449052774912 261.1262641088297 ... 0.7276250597861622 --"
]
},
"execution_count": 29,

126
03_motion.ipynb
View File

@@ -331,7 +331,7 @@
"data": {
"text/html": [
"<i>Row index=0</i>\n",
"<table id=\"table140510732444000\">\n",
"<table id=\"table139758619539344\">\n",
"<thead><tr><th>source_id</th><th>ra</th><th>dec</th><th>pmra</th><th>pmdec</th><th>parallax</th><th>parallax_error</th><th>radial_velocity</th></tr></thead>\n",
"<thead><tr><th></th><th>deg</th><th>deg</th><th>mas / yr</th><th>mas / yr</th><th>mas</th><th>mas</th><th>km / s</th></tr></thead>\n",
"<thead><tr><th>int64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th></tr></thead>\n",
@@ -592,7 +592,7 @@
},
{
"cell_type": "code",
"execution_count": 73,
"execution_count": 15,
"metadata": {},
"outputs": [],
"source": [
@@ -612,7 +612,7 @@
},
{
"cell_type": "code",
"execution_count": 75,
"execution_count": 16,
"metadata": {},
"outputs": [
{
@@ -621,7 +621,7 @@
"astropy.coordinates.sky_coordinate.SkyCoord"
]
},
"execution_count": 75,
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
@@ -639,7 +639,7 @@
},
{
"cell_type": "code",
"execution_count": 76,
"execution_count": 17,
"metadata": {},
"outputs": [
{
@@ -648,7 +648,7 @@
"astropy.coordinates.sky_coordinate.SkyCoord"
]
},
"execution_count": 76,
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
@@ -695,7 +695,7 @@
},
{
"cell_type": "code",
"execution_count": 77,
"execution_count": 18,
"metadata": {},
"outputs": [
{
@@ -704,7 +704,7 @@
"astropy.coordinates.sky_coordinate.SkyCoord"
]
},
"execution_count": 77,
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
@@ -730,7 +730,7 @@
},
{
"cell_type": "code",
"execution_count": 78,
"execution_count": 19,
"metadata": {
"scrolled": true
},
@@ -749,7 +749,7 @@
},
{
"cell_type": "code",
"execution_count": 79,
"execution_count": 20,
"metadata": {},
"outputs": [
{
@@ -790,7 +790,7 @@
},
{
"cell_type": "code",
"execution_count": 80,
"execution_count": 21,
"metadata": {},
"outputs": [
{
@@ -799,7 +799,7 @@
"astropy.table.table.Table"
]
},
"execution_count": 80,
"execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
@@ -810,7 +810,7 @@
},
{
"cell_type": "code",
"execution_count": 81,
"execution_count": 22,
"metadata": {},
"outputs": [
{
@@ -819,7 +819,7 @@
"pyia.data.GaiaData"
]
},
"execution_count": 81,
"execution_count": 22,
"metadata": {},
"output_type": "execute_result"
}
@@ -830,7 +830,7 @@
},
{
"cell_type": "code",
"execution_count": 82,
"execution_count": 23,
"metadata": {},
"outputs": [
{
@@ -839,7 +839,7 @@
"astropy.coordinates.sky_coordinate.SkyCoord"
]
},
"execution_count": 82,
"execution_count": 23,
"metadata": {},
"output_type": "execute_result"
}
@@ -872,7 +872,7 @@
},
{
"cell_type": "code",
"execution_count": 83,
"execution_count": 24,
"metadata": {},
"outputs": [
{
@@ -881,7 +881,7 @@
"(140340, 8)"
]
},
"execution_count": 83,
"execution_count": 24,
"metadata": {},
"output_type": "execute_result"
}
@@ -904,7 +904,7 @@
},
{
"cell_type": "code",
"execution_count": 84,
"execution_count": 25,
"metadata": {},
"outputs": [
{
@@ -1014,7 +1014,7 @@
"4 0.486224 1.000000e+20 "
]
},
"execution_count": 84,
"execution_count": 25,
"metadata": {},
"output_type": "execute_result"
}
@@ -1039,7 +1039,7 @@
},
{
"cell_type": "code",
"execution_count": 85,
"execution_count": 26,
"metadata": {},
"outputs": [
{
@@ -1048,7 +1048,7 @@
"(140340, 10)"
]
},
"execution_count": 85,
"execution_count": 26,
"metadata": {},
"output_type": "execute_result"
}
@@ -1068,7 +1068,7 @@
},
{
"cell_type": "code",
"execution_count": 86,
"execution_count": 27,
"metadata": {},
"outputs": [
{
@@ -1077,7 +1077,7 @@
"(140340, 12)"
]
},
"execution_count": 86,
"execution_count": 27,
"metadata": {},
"output_type": "execute_result"
}
@@ -1133,7 +1133,7 @@
},
{
"cell_type": "code",
"execution_count": 99,
"execution_count": 28,
"metadata": {},
"outputs": [
{
@@ -1142,7 +1142,7 @@
"pandas.core.series.Series"
]
},
"execution_count": 99,
"execution_count": 28,
"metadata": {},
"output_type": "execute_result"
}
@@ -1163,7 +1163,7 @@
},
{
"cell_type": "code",
"execution_count": 100,
"execution_count": 29,
"metadata": {},
"outputs": [
{
@@ -1172,7 +1172,7 @@
"pandas.core.series.Series"
]
},
"execution_count": 100,
"execution_count": 29,
"metadata": {},
"output_type": "execute_result"
}
@@ -1187,7 +1187,7 @@
},
{
"cell_type": "code",
"execution_count": 101,
"execution_count": 30,
"metadata": {},
"outputs": [
{
@@ -1196,7 +1196,7 @@
"dtype('bool')"
]
},
"execution_count": 101,
"execution_count": 30,
"metadata": {},
"output_type": "execute_result"
}
@@ -1214,7 +1214,7 @@
},
{
"cell_type": "code",
"execution_count": 102,
"execution_count": 31,
"metadata": {},
"outputs": [
{
@@ -1228,7 +1228,7 @@
"Name: phi2, dtype: bool"
]
},
"execution_count": 102,
"execution_count": 31,
"metadata": {},
"output_type": "execute_result"
}
@@ -1246,7 +1246,7 @@
},
{
"cell_type": "code",
"execution_count": 103,
"execution_count": 32,
"metadata": {},
"outputs": [
{
@@ -1255,28 +1255,28 @@
"pandas.core.frame.DataFrame"
]
},
"execution_count": 103,
"execution_count": 32,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"selected = df[mask]\n",
"type(selected)"
"subset = df[mask]\n",
"type(subset)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"`selected` is a `DataFrame` that contains only the rows from `df` that correspond to `True` values in `mask`.\n",
"`subset` is a `DataFrame` that contains only the rows from `df` that correspond to `True` values in `mask`.\n",
"\n",
"The previous mask selects all stars where `phi2` exceeds `phi2_min`; now we'll select stars where `phi2` falls between `phi2_min` and `phi2_max`."
]
},
{
"cell_type": "code",
"execution_count": 104,
"execution_count": 33,
"metadata": {},
"outputs": [],
"source": [
@@ -1295,7 +1295,7 @@
},
{
"cell_type": "code",
"execution_count": 105,
"execution_count": 34,
"metadata": {},
"outputs": [
{
@@ -1304,7 +1304,7 @@
"25084"
]
},
"execution_count": 105,
"execution_count": 34,
"metadata": {},
"output_type": "execute_result"
}
@@ -1322,7 +1322,7 @@
},
{
"cell_type": "code",
"execution_count": 106,
"execution_count": 35,
"metadata": {},
"outputs": [
{
@@ -1331,7 +1331,7 @@
"25084"
]
},
"execution_count": 106,
"execution_count": 35,
"metadata": {},
"output_type": "execute_result"
}
@@ -1350,7 +1350,7 @@
},
{
"cell_type": "code",
"execution_count": 112,
"execution_count": 36,
"metadata": {},
"outputs": [
{
@@ -1387,7 +1387,7 @@
},
{
"cell_type": "code",
"execution_count": 113,
"execution_count": 37,
"metadata": {},
"outputs": [
{
@@ -1446,7 +1446,7 @@
},
{
"cell_type": "code",
"execution_count": 96,
"execution_count": 38,
"metadata": {},
"outputs": [],
"source": [
@@ -1465,7 +1465,7 @@
},
{
"cell_type": "code",
"execution_count": 114,
"execution_count": 39,
"metadata": {},
"outputs": [],
"source": [
@@ -1482,7 +1482,7 @@
},
{
"cell_type": "code",
"execution_count": 118,
"execution_count": 40,
"metadata": {},
"outputs": [
{
@@ -1518,7 +1518,7 @@
},
{
"cell_type": "code",
"execution_count": 119,
"execution_count": 41,
"metadata": {},
"outputs": [],
"source": [
@@ -1543,7 +1543,7 @@
},
{
"cell_type": "code",
"execution_count": 120,
"execution_count": 42,
"metadata": {},
"outputs": [],
"source": [
@@ -1560,7 +1560,7 @@
},
{
"cell_type": "code",
"execution_count": 121,
"execution_count": 43,
"metadata": {},
"outputs": [
{
@@ -1569,7 +1569,7 @@
"1049"
]
},
"execution_count": 121,
"execution_count": 43,
"metadata": {},
"output_type": "execute_result"
}
@@ -1587,7 +1587,7 @@
},
{
"cell_type": "code",
"execution_count": 122,
"execution_count": 44,
"metadata": {},
"outputs": [
{
@@ -1596,7 +1596,7 @@
"1049"
]
},
"execution_count": 122,
"execution_count": 44,
"metadata": {},
"output_type": "execute_result"
}
@@ -1615,7 +1615,7 @@
},
{
"cell_type": "code",
"execution_count": 123,
"execution_count": 45,
"metadata": {},
"outputs": [
{
@@ -1661,7 +1661,7 @@
},
{
"cell_type": "code",
"execution_count": 124,
"execution_count": 46,
"metadata": {},
"outputs": [
{
@@ -1670,7 +1670,7 @@
"astropy.table.table.Table"
]
},
"execution_count": 124,
"execution_count": 46,
"metadata": {},
"output_type": "execute_result"
}
@@ -1708,7 +1708,7 @@
},
{
"cell_type": "code",
"execution_count": 125,
"execution_count": 47,
"metadata": {},
"outputs": [],
"source": [
@@ -1724,7 +1724,7 @@
},
{
"cell_type": "code",
"execution_count": 126,
"execution_count": 48,
"metadata": {},
"outputs": [],
"source": [
@@ -1753,7 +1753,7 @@
},
{
"cell_type": "code",
"execution_count": 127,
"execution_count": 49,
"metadata": {
"tags": [
"hide-cell"
@@ -1793,14 +1793,14 @@
},
{
"cell_type": "code",
"execution_count": 128,
"execution_count": 50,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"-rw-rw-r-- 1 downey downey 17M Oct 19 12:05 gd1_dataframe.hdf5\r\n"
"-rw-rw-r-- 1 downey downey 17M Nov 18 19:06 gd1_dataframe.hdf5\r\n"
]
}
],
@@ -1823,7 +1823,7 @@
},
{
"cell_type": "code",
"execution_count": 129,
"execution_count": 51,
"metadata": {},
"outputs": [
{
@@ -1832,7 +1832,7 @@
"(140340, 12)"
]
},
"execution_count": 129,
"execution_count": 51,
"metadata": {},
"output_type": "execute_result"
}

31
04_select.ipynb
View File

File diff suppressed because one or more lines are too long

14
05_join.ipynb
View File

@@ -311,7 +311,7 @@
"output_type": "stream",
"text": [
"<?xml version=\"1.0\" encoding=\"utf-8\"?>\r\n",
"<!-- Produced with astropy.io.votable version 4.0.1.post1\r\n",
"<!-- Produced with astropy.io.votable version 4.0.2\r\n",
" http://www.astropy.org/ -->\r\n",
"<VOTABLE version=\"1.4\" xmlns=\"http://www.ivoa.net/xml/VOTable/v1.4\" xmlns:xsi=\"http://www.w3.org/2001/XMLSchema-instance\" xsi:noNamespaceSchemaLocation=\"http://www.ivoa.net/xml/VOTable/v1.4\">\r\n",
" <RESOURCE type=\"results\">\r\n",
@@ -350,7 +350,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
"-rw-rw-r-- 1 downey downey 396K Oct 19 14:48 candidate_df.xml\r\n"
"-rw-rw-r-- 1 downey downey 396K Nov 18 19:21 candidate_df.xml\r\n"
]
}
],
@@ -517,7 +517,7 @@
"data": {
"text/html": [
"<i>Table length=7346</i>\n",
"<table id=\"table140665432275552\" class=\"table-striped table-bordered table-condensed\">\n",
"<table id=\"table140178070186304\" class=\"table-striped table-bordered table-condensed\">\n",
"<thead><tr><th>source_id</th></tr></thead>\n",
"<thead><tr><th>int64</th></tr></thead>\n",
"<tr><td>635559124339440000</td></tr>\n",
@@ -713,7 +713,7 @@
"data": {
"text/html": [
"<i>Table length=3724</i>\n",
"<table id=\"table140665411011344\" class=\"table-striped table-bordered table-condensed\">\n",
"<table id=\"table140178046436112\" class=\"table-striped table-bordered table-condensed\">\n",
"<thead><tr><th>source_id</th><th>original_ext_source_id</th><th>angular_distance</th><th>number_of_neighbours</th><th>number_of_mates</th><th>best_neighbour_multiplicity</th><th>gaia_astrometric_params</th><th>source_id_2</th></tr></thead>\n",
"<thead><tr><th></th><th></th><th>arcsec</th><th></th><th></th><th></th><th></th><th></th></tr></thead>\n",
"<thead><tr><th>int64</th><th>int64</th><th>float64</th><th>int32</th><th>int16</th><th>int16</th><th>int16</th><th>int64</th></tr></thead>\n",
@@ -973,7 +973,7 @@
"output_type": "stream",
"text": [
"<?xml version=\"1.0\" encoding=\"utf-8\"?>\r\n",
"<!-- Produced with astropy.io.votable version 4.0.1.post1\r\n",
"<!-- Produced with astropy.io.votable version 4.0.2\r\n",
" http://www.astropy.org/ -->\r\n",
"<VOTABLE version=\"1.4\" xmlns=\"http://www.ivoa.net/xml/VOTable/v1.4\" xmlns:xsi=\"http://www.w3.org/2001/XMLSchema-instance\" xsi:noNamespaceSchemaLocation=\"http://www.ivoa.net/xml/VOTable/v1.4\">\r\n",
" <RESOURCE type=\"results\">\r\n",
@@ -1140,7 +1140,7 @@
"data": {
"text/html": [
"<i>Table length=3724</i>\n",
"<table id=\"table140665408248800\" class=\"table-striped table-bordered table-condensed\">\n",
"<table id=\"table140178044101488\" class=\"table-striped table-bordered table-condensed\">\n",
"<thead><tr><th>source_id</th><th>g_mean_psf_mag</th><th>i_mean_psf_mag</th></tr></thead>\n",
"<thead><tr><th></th><th></th><th>mag</th></tr></thead>\n",
"<thead><tr><th>int64</th><th>float64</th><th>float64</th></tr></thead>\n",
@@ -1250,7 +1250,7 @@
"name": "stdout",
"output_type": "stream",
"text": [
"-rw-rw-r-- 1 downey downey 96K Oct 19 14:49 gd1_photo.fits\r\n"
"-rw-rw-r-- 1 downey downey 96K Nov 18 19:22 gd1_photo.fits\r\n"
]
}
],

74
06_photo.ipynb
View File

File diff suppressed because one or more lines are too long