Created
January 31, 2025 15:06
-
-
Save emilyhunt/4a373ab4aba847f4ab0fb3d2e53ed5ce to your computer and use it in GitHub Desktop.
Example notebook for making plots of clusters from Hunt & Reffert 2024
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| { | |
| "cells": [ | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "# Plot clusters from Hunt & Reffert 2024" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "## Imports\n", | |
| "\n", | |
| "> ⚠️ **Note** ⚠️\n", | |
| ">\n", | |
| "> You will also need the library 'pyarrow' or 'fastparquet' to read/write parquet files (they are a bit like .csv but binary and really fast)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "import numpy as np\n", | |
| "import pandas as pd\n", | |
| "import matplotlib.pyplot as plt\n", | |
| "from astroquery.vizier import Vizier\n", | |
| "from astropy.coordinates import SkyCoord\n", | |
| "from pathlib import Path" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "## Fetch a list of clusters\n", | |
| "\n", | |
| "We'll limit ourselves to just the high quality open clusters in HR24:" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 2, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "hunt_clusters = Vizier(\n", | |
| " catalog=\"J/A+A/686/A42/clusters\", row_limit=-1, columns=[\"**\"]\n", | |
| ").query_constraints(Type='o', CST=\">5\", CMDCl50=\">0.5\")[0].to_pandas()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 3, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/html": [ | |
| "<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", | |
| " }\n", | |
| "\n", | |
| " .dataframe thead th {\n", | |
| " text-align: right;\n", | |
| " }\n", | |
| "</style>\n", | |
| "<table border=\"1\" class=\"dataframe\">\n", | |
| " <thead>\n", | |
| " <tr style=\"text-align: right;\">\n", | |
| " <th></th>\n", | |
| " <th>recno</th>\n", | |
| " <th>Name</th>\n", | |
| " <th>ID</th>\n", | |
| " <th>AllNames</th>\n", | |
| " <th>Type</th>\n", | |
| " <th>CST</th>\n", | |
| " <th>N</th>\n", | |
| " <th>CSTt</th>\n", | |
| " <th>Nt</th>\n", | |
| " <th>RA_ICRS</th>\n", | |
| " <th>...</th>\n", | |
| " <th>MassTot</th>\n", | |
| " <th>e_MassTot</th>\n", | |
| " <th>minClSize</th>\n", | |
| " <th>isMerged</th>\n", | |
| " <th>isGMMMemb</th>\n", | |
| " <th>NXmatches</th>\n", | |
| " <th>XmatchType</th>\n", | |
| " <th>Note</th>\n", | |
| " <th>_RA.icrs</th>\n", | |
| " <th>_DE.icrs</th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " <tr>\n", | |
| " <th>0</th>\n", | |
| " <td>2</td>\n", | |
| " <td>AH03_J0748-26.9</td>\n", | |
| " <td>2</td>\n", | |
| " <td>AH03_J0748+26.9,AH03_J0748-26.9,AH03_J0748_26....</td>\n", | |
| " <td>o</td>\n", | |
| " <td>11.585524</td>\n", | |
| " <td>68</td>\n", | |
| " <td>11.781309</td>\n", | |
| " <td>66</td>\n", | |
| " <td>117.155887</td>\n", | |
| " <td>...</td>\n", | |
| " <td>411.325374</td>\n", | |
| " <td>86.730313</td>\n", | |
| " <td>10</td>\n", | |
| " <td>0</td>\n", | |
| " <td>0</td>\n", | |
| " <td>2</td>\n", | |
| " <td>1:m+name_updated</td>\n", | |
| " <td></td>\n", | |
| " <td>117.155899</td>\n", | |
| " <td>-26.972694</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>1</th>\n", | |
| " <td>3</td>\n", | |
| " <td>ASCC_5</td>\n", | |
| " <td>3</td>\n", | |
| " <td>ASCC_5,MWSC_93</td>\n", | |
| " <td>o</td>\n", | |
| " <td>8.316422</td>\n", | |
| " <td>25</td>\n", | |
| " <td>8.316422</td>\n", | |
| " <td>25</td>\n", | |
| " <td>14.469082</td>\n", | |
| " <td>...</td>\n", | |
| " <td>173.195765</td>\n", | |
| " <td>25.468717</td>\n", | |
| " <td>10</td>\n", | |
| " <td>0</td>\n", | |
| " <td>0</td>\n", | |
| " <td>1</td>\n", | |
| " <td>1:1</td>\n", | |
| " <td></td>\n", | |
| " <td>14.469101</td>\n", | |
| " <td>55.829182</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>2</th>\n", | |
| " <td>4</td>\n", | |
| " <td>ASCC_6</td>\n", | |
| " <td>4</td>\n", | |
| " <td>ASCC_6,MWSC_141,Theia_2326</td>\n", | |
| " <td>o</td>\n", | |
| " <td>19.258570</td>\n", | |
| " <td>209</td>\n", | |
| " <td>19.258570</td>\n", | |
| " <td>209</td>\n", | |
| " <td>26.842159</td>\n", | |
| " <td>...</td>\n", | |
| " <td>597.886570</td>\n", | |
| " <td>92.290210</td>\n", | |
| " <td>80</td>\n", | |
| " <td>0</td>\n", | |
| " <td>0</td>\n", | |
| " <td>2</td>\n", | |
| " <td>1:m</td>\n", | |
| " <td></td>\n", | |
| " <td>26.842166</td>\n", | |
| " <td>57.738606</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>3</th>\n", | |
| " <td>5</td>\n", | |
| " <td>ASCC_9</td>\n", | |
| " <td>5</td>\n", | |
| " <td>ASCC_9,Theia_1659</td>\n", | |
| " <td>o</td>\n", | |
| " <td>17.566553</td>\n", | |
| " <td>136</td>\n", | |
| " <td>17.878141</td>\n", | |
| " <td>132</td>\n", | |
| " <td>41.623901</td>\n", | |
| " <td>...</td>\n", | |
| " <td>1143.125147</td>\n", | |
| " <td>217.935716</td>\n", | |
| " <td>40</td>\n", | |
| " <td>0</td>\n", | |
| " <td>0</td>\n", | |
| " <td>2</td>\n", | |
| " <td>1:m</td>\n", | |
| " <td></td>\n", | |
| " <td>41.623900</td>\n", | |
| " <td>57.776852</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>4</th>\n", | |
| " <td>6</td>\n", | |
| " <td>ASCC_11</td>\n", | |
| " <td>6</td>\n", | |
| " <td>ASCC_11,MWSC_284,Teutsch_J0332.2+4450,Theia_152</td>\n", | |
| " <td>o</td>\n", | |
| " <td>27.893488</td>\n", | |
| " <td>315</td>\n", | |
| " <td>24.371220</td>\n", | |
| " <td>231</td>\n", | |
| " <td>53.050424</td>\n", | |
| " <td>...</td>\n", | |
| " <td>688.493359</td>\n", | |
| " <td>86.123955</td>\n", | |
| " <td>20</td>\n", | |
| " <td>0</td>\n", | |
| " <td>0</td>\n", | |
| " <td>2</td>\n", | |
| " <td>m:m</td>\n", | |
| " <td></td>\n", | |
| " <td>53.050418</td>\n", | |
| " <td>44.840780</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>...</th>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " <td>...</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>3525</th>\n", | |
| " <td>7157</td>\n", | |
| " <td>ZHBJZ_1</td>\n", | |
| " <td>7156</td>\n", | |
| " <td>FoF_2439,LP_2439,ZHBJZ_1</td>\n", | |
| " <td>o</td>\n", | |
| " <td>23.270906</td>\n", | |
| " <td>490</td>\n", | |
| " <td>22.779316</td>\n", | |
| " <td>452</td>\n", | |
| " <td>103.946607</td>\n", | |
| " <td>...</td>\n", | |
| " <td>274.989911</td>\n", | |
| " <td>37.157670</td>\n", | |
| " <td>80</td>\n", | |
| " <td>0</td>\n", | |
| " <td>0</td>\n", | |
| " <td>3</td>\n", | |
| " <td>1:m</td>\n", | |
| " <td></td>\n", | |
| " <td>103.946640</td>\n", | |
| " <td>-5.791212</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>3526</th>\n", | |
| " <td>7160</td>\n", | |
| " <td>vdBergh_1</td>\n", | |
| " <td>7159</td>\n", | |
| " <td>CV_Mon,FSR_1042,MWSC_934,OCL_527,vdB_1,vdBergh_1</td>\n", | |
| " <td>o</td>\n", | |
| " <td>13.076536</td>\n", | |
| " <td>86</td>\n", | |
| " <td>13.076536</td>\n", | |
| " <td>86</td>\n", | |
| " <td>99.272968</td>\n", | |
| " <td>...</td>\n", | |
| " <td>400.941613</td>\n", | |
| " <td>70.149285</td>\n", | |
| " <td>80</td>\n", | |
| " <td>0</td>\n", | |
| " <td>0</td>\n", | |
| " <td>2</td>\n", | |
| " <td>1:m</td>\n", | |
| " <td></td>\n", | |
| " <td>99.272966</td>\n", | |
| " <td>3.079182</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>3527</th>\n", | |
| " <td>7162</td>\n", | |
| " <td>vdBergh_83</td>\n", | |
| " <td>7161</td>\n", | |
| " <td>vdBergh_83</td>\n", | |
| " <td>o</td>\n", | |
| " <td>12.552826</td>\n", | |
| " <td>92</td>\n", | |
| " <td>12.702750</td>\n", | |
| " <td>88</td>\n", | |
| " <td>99.991743</td>\n", | |
| " <td>...</td>\n", | |
| " <td>111.358556</td>\n", | |
| " <td>14.580636</td>\n", | |
| " <td>80</td>\n", | |
| " <td>0</td>\n", | |
| " <td>0</td>\n", | |
| " <td>1</td>\n", | |
| " <td>1:1</td>\n", | |
| " <td></td>\n", | |
| " <td>99.991757</td>\n", | |
| " <td>-27.181976</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>3528</th>\n", | |
| " <td>7164</td>\n", | |
| " <td>vdBergh_92</td>\n", | |
| " <td>7163</td>\n", | |
| " <td>vdBergh_92</td>\n", | |
| " <td>o</td>\n", | |
| " <td>21.995554</td>\n", | |
| " <td>345</td>\n", | |
| " <td>21.995554</td>\n", | |
| " <td>345</td>\n", | |
| " <td>106.036502</td>\n", | |
| " <td>...</td>\n", | |
| " <td>735.499467</td>\n", | |
| " <td>98.532832</td>\n", | |
| " <td>40</td>\n", | |
| " <td>0</td>\n", | |
| " <td>0</td>\n", | |
| " <td>1</td>\n", | |
| " <td>m:1</td>\n", | |
| " <td></td>\n", | |
| " <td>106.036522</td>\n", | |
| " <td>-11.442345</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>3529</th>\n", | |
| " <td>7166</td>\n", | |
| " <td>vdBergh_130</td>\n", | |
| " <td>7165</td>\n", | |
| " <td>vdBergh_130</td>\n", | |
| " <td>o</td>\n", | |
| " <td>11.430369</td>\n", | |
| " <td>162</td>\n", | |
| " <td>12.842494</td>\n", | |
| " <td>131</td>\n", | |
| " <td>304.517447</td>\n", | |
| " <td>...</td>\n", | |
| " <td>906.565352</td>\n", | |
| " <td>110.237033</td>\n", | |
| " <td>80</td>\n", | |
| " <td>0</td>\n", | |
| " <td>0</td>\n", | |
| " <td>1</td>\n", | |
| " <td>1:1</td>\n", | |
| " <td></td>\n", | |
| " <td>304.517467</td>\n", | |
| " <td>39.366669</td>\n", | |
| " </tr>\n", | |
| " </tbody>\n", | |
| "</table>\n", | |
| "<p>3530 rows × 78 columns</p>\n", | |
| "</div>" | |
| ], | |
| "text/plain": [ | |
| " recno Name ID \\\n", | |
| "0 2 AH03_J0748-26.9 2 \n", | |
| "1 3 ASCC_5 3 \n", | |
| "2 4 ASCC_6 4 \n", | |
| "3 5 ASCC_9 5 \n", | |
| "4 6 ASCC_11 6 \n", | |
| "... ... ... ... \n", | |
| "3525 7157 ZHBJZ_1 7156 \n", | |
| "3526 7160 vdBergh_1 7159 \n", | |
| "3527 7162 vdBergh_83 7161 \n", | |
| "3528 7164 vdBergh_92 7163 \n", | |
| "3529 7166 vdBergh_130 7165 \n", | |
| "\n", | |
| " AllNames Type CST N \\\n", | |
| "0 AH03_J0748+26.9,AH03_J0748-26.9,AH03_J0748_26.... o 11.585524 68 \n", | |
| "1 ASCC_5,MWSC_93 o 8.316422 25 \n", | |
| "2 ASCC_6,MWSC_141,Theia_2326 o 19.258570 209 \n", | |
| "3 ASCC_9,Theia_1659 o 17.566553 136 \n", | |
| "4 ASCC_11,MWSC_284,Teutsch_J0332.2+4450,Theia_152 o 27.893488 315 \n", | |
| "... ... ... ... ... \n", | |
| "3525 FoF_2439,LP_2439,ZHBJZ_1 o 23.270906 490 \n", | |
| "3526 CV_Mon,FSR_1042,MWSC_934,OCL_527,vdB_1,vdBergh_1 o 13.076536 86 \n", | |
| "3527 vdBergh_83 o 12.552826 92 \n", | |
| "3528 vdBergh_92 o 21.995554 345 \n", | |
| "3529 vdBergh_130 o 11.430369 162 \n", | |
| "\n", | |
| " CSTt Nt RA_ICRS ... MassTot e_MassTot minClSize \\\n", | |
| "0 11.781309 66 117.155887 ... 411.325374 86.730313 10 \n", | |
| "1 8.316422 25 14.469082 ... 173.195765 25.468717 10 \n", | |
| "2 19.258570 209 26.842159 ... 597.886570 92.290210 80 \n", | |
| "3 17.878141 132 41.623901 ... 1143.125147 217.935716 40 \n", | |
| "4 24.371220 231 53.050424 ... 688.493359 86.123955 20 \n", | |
| "... ... ... ... ... ... ... ... \n", | |
| "3525 22.779316 452 103.946607 ... 274.989911 37.157670 80 \n", | |
| "3526 13.076536 86 99.272968 ... 400.941613 70.149285 80 \n", | |
| "3527 12.702750 88 99.991743 ... 111.358556 14.580636 80 \n", | |
| "3528 21.995554 345 106.036502 ... 735.499467 98.532832 40 \n", | |
| "3529 12.842494 131 304.517447 ... 906.565352 110.237033 80 \n", | |
| "\n", | |
| " isMerged isGMMMemb NXmatches XmatchType Note _RA.icrs \\\n", | |
| "0 0 0 2 1:m+name_updated 117.155899 \n", | |
| "1 0 0 1 1:1 14.469101 \n", | |
| "2 0 0 2 1:m 26.842166 \n", | |
| "3 0 0 2 1:m 41.623900 \n", | |
| "4 0 0 2 m:m 53.050418 \n", | |
| "... ... ... ... ... ... ... \n", | |
| "3525 0 0 3 1:m 103.946640 \n", | |
| "3526 0 0 2 1:m 99.272966 \n", | |
| "3527 0 0 1 1:1 99.991757 \n", | |
| "3528 0 0 1 m:1 106.036522 \n", | |
| "3529 0 0 1 1:1 304.517467 \n", | |
| "\n", | |
| " _DE.icrs \n", | |
| "0 -26.972694 \n", | |
| "1 55.829182 \n", | |
| "2 57.738606 \n", | |
| "3 57.776852 \n", | |
| "4 44.840780 \n", | |
| "... ... \n", | |
| "3525 -5.791212 \n", | |
| "3526 3.079182 \n", | |
| "3527 -27.181976 \n", | |
| "3528 -11.442345 \n", | |
| "3529 39.366669 \n", | |
| "\n", | |
| "[3530 rows x 78 columns]" | |
| ] | |
| }, | |
| "execution_count": 3, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "hunt_clusters" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "## Make a function to download member stars\n", | |
| "\n", | |
| "This will save any downloaded clusters to a local 'data' folder." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 4, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "def fetch_members(name):\n", | |
| " cache = Path(\"./data\")\n", | |
| " cache.mkdir(exist_ok=True)\n", | |
| " file = cache / f\"{name}.parquet\"\n", | |
| " if file.exists():\n", | |
| " return pd.read_parquet(file)\n", | |
| "\n", | |
| " print(\n", | |
| " f\"Downloading member stars for {name.replace('_', ' ')} for the first time...\"\n", | |
| " )\n", | |
| " members = (\n", | |
| " Vizier(catalog=\"J/A+A/686/A42/members\", row_limit=-1, columns=[\"**\"])\n", | |
| " .query_constraints(Name=name)[0]\n", | |
| " .to_pandas()\n", | |
| " )\n", | |
| " members.to_parquet(file)\n", | |
| " print(\"... done!\")\n", | |
| " return members" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "## Make a function for nice plots" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 5, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "default_kwargs = dict(s=1, alpha=0.5, color=\"k\")\n", | |
| "\n", | |
| "\n", | |
| "def plot_cluster(name, savefig=False, dpi=150, figsize=(6, 5), showfig=True, **kwargs):\n", | |
| " if name not in hunt_clusters[\"Name\"].to_numpy():\n", | |
| " raise ValueError(\n", | |
| " f\"Cluster {name} not in catalogue. Did you spell the name right?\"\n", | |
| " )\n", | |
| " info = hunt_clusters.set_index(\"Name\").loc[name]\n", | |
| " members = fetch_members(name)\n", | |
| "\n", | |
| " plot_kwargs = default_kwargs.copy()\n", | |
| " plot_kwargs.update(kwargs)\n", | |
| "\n", | |
| " if np.any(members[\"GLON\"] > 270) and np.any(members[\"GLON\"] < 90):\n", | |
| " members[\"GLON\"] = np.where(\n", | |
| " members[\"GLON\"] < 180, members[\"GLON\"], members[\"GLON\"] - 360\n", | |
| " )\n", | |
| "\n", | |
| " fig, ax = plt.subplots(nrows=2, ncols=2, figsize=figsize, dpi=dpi)\n", | |
| " ax = ax.flatten()\n", | |
| "\n", | |
| " ax[0].scatter(members[\"GLON\"], members[\"GLAT\"], **plot_kwargs)\n", | |
| " ax[1].scatter(members[\"pmRA\"], members[\"pmDE\"], **plot_kwargs)\n", | |
| " ax[2].scatter(members[\"GLON\"], members[\"Plx\"], **plot_kwargs)\n", | |
| " ax[3].scatter(members[\"BP-RP\"], members[\"Gmag\"], **plot_kwargs)\n", | |
| "\n", | |
| " ax[3].invert_yaxis()\n", | |
| "\n", | |
| " ax[0].set(xlabel=\"l\", ylabel=\"b\")\n", | |
| " ax[1].set(xlabel=\"pmra\", ylabel=\"pmdec\")\n", | |
| " ax[2].set(xlabel=\"l\", ylabel=\"parallax\")\n", | |
| " ax[3].set(xlabel=\"BP - RP\", ylabel=\"G\")\n", | |
| "\n", | |
| " fig.tight_layout()\n", | |
| "\n", | |
| " stats = [\n", | |
| " f\"Jacobi stars: {info['N']}\",\n", | |
| " f\"Total stars: {info['NJ']}\",\n", | |
| " f\"Tail stars: {info['N'] - info['NJ']}\",\n", | |
| " f\"Jacobi mass: {info['MassJ']:.0f} MSun\",\n", | |
| " f\"Total mass: {info['MassTot']:.0f} MSun\",\n", | |
| " f\"Tail mass: {info['MassTot'] - info['MassJ']:.0f} MSun\",\n", | |
| " f\"Age: {info['logAge50']:.2f} ({1e-6 * 10**info['logAge50']:.1f} Myr)\",\n", | |
| " f\"Extinction: {info['AV50']:.2f} mag\",\n", | |
| " f\"Distance: {info['dist50']:.2f} pc\",\n", | |
| " ]\n", | |
| " fig.text(0.5, 1.11, name.replace(\"_\", \" \"), fontsize=16, ha=\"center\")\n", | |
| "\n", | |
| " y_stats = 1.0\n", | |
| " fig.text(0.1, y_stats, \"\\n\".join(stats[:3]), va=\"bottom\", ha=\"left\", fontsize=9)\n", | |
| " fig.text(0.4, y_stats, \"\\n\".join(stats[3:6]), va=\"bottom\", ha=\"left\", fontsize=9)\n", | |
| " fig.text(0.7, y_stats, \"\\n\".join(stats[6:]), va=\"bottom\", ha=\"left\", fontsize=9)\n", | |
| "\n", | |
| " if savefig:\n", | |
| " plot_dir = Path(\"./plots\")\n", | |
| " plot_dir.mkdir(exist_ok=True)\n", | |
| " fig.savefig(plot_dir / f\"{name}.png\")\n", | |
| " if not showfig:\n", | |
| " plt.close(fig)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "## Example: how to find good candidate clusters\n", | |
| "\n", | |
| "Let's look for just big nearby clusters that are old enough to have had many relaxation times:" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 6, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/html": [ | |
| "<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", | |
| " }\n", | |
| "\n", | |
| " .dataframe thead th {\n", | |
| " text-align: right;\n", | |
| " }\n", | |
| "</style>\n", | |
| "<table border=\"1\" class=\"dataframe\">\n", | |
| " <thead>\n", | |
| " <tr style=\"text-align: right;\">\n", | |
| " <th></th>\n", | |
| " <th>Name</th>\n", | |
| " <th>dist50</th>\n", | |
| " <th>MassJ</th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " <tr>\n", | |
| " <th>1797</th>\n", | |
| " <td>NGC_2281</td>\n", | |
| " <td>508.931991</td>\n", | |
| " <td>837.886177</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>1858</th>\n", | |
| " <td>NGC_2632</td>\n", | |
| " <td>183.491092</td>\n", | |
| " <td>945.005672</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>1704</th>\n", | |
| " <td>Melotte_22</td>\n", | |
| " <td>134.841343</td>\n", | |
| " <td>946.507717</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>1615</th>\n", | |
| " <td>King_6</td>\n", | |
| " <td>706.522478</td>\n", | |
| " <td>957.136476</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>1600</th>\n", | |
| " <td>IC_4756</td>\n", | |
| " <td>466.754053</td>\n", | |
| " <td>993.862303</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>1826</th>\n", | |
| " <td>NGC_2422</td>\n", | |
| " <td>468.272069</td>\n", | |
| " <td>1356.256661</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>1740</th>\n", | |
| " <td>NGC_1039</td>\n", | |
| " <td>489.731770</td>\n", | |
| " <td>1380.275957</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>2442</th>\n", | |
| " <td>Theia_754</td>\n", | |
| " <td>701.741282</td>\n", | |
| " <td>1389.953940</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>1939</th>\n", | |
| " <td>NGC_6281</td>\n", | |
| " <td>520.762327</td>\n", | |
| " <td>1414.287330</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>1851</th>\n", | |
| " <td>NGC_2548</td>\n", | |
| " <td>747.083521</td>\n", | |
| " <td>1476.413623</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>1799</th>\n", | |
| " <td>NGC_2287</td>\n", | |
| " <td>715.056805</td>\n", | |
| " <td>1668.006657</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>1753</th>\n", | |
| " <td>NGC_1647</td>\n", | |
| " <td>576.881992</td>\n", | |
| " <td>1866.755852</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>1973</th>\n", | |
| " <td>NGC_6716</td>\n", | |
| " <td>703.597029</td>\n", | |
| " <td>1957.810751</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>751</th>\n", | |
| " <td>Collinder_394</td>\n", | |
| " <td>703.597029</td>\n", | |
| " <td>1983.793007</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>1599</th>\n", | |
| " <td>IC_4725</td>\n", | |
| " <td>644.935490</td>\n", | |
| " <td>2247.854578</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>1952</th>\n", | |
| " <td>NGC_6475</td>\n", | |
| " <td>275.987608</td>\n", | |
| " <td>2378.990326</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>2327</th>\n", | |
| " <td>Stock_2</td>\n", | |
| " <td>370.246233</td>\n", | |
| " <td>3318.851668</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>1845</th>\n", | |
| " <td>NGC_2516</td>\n", | |
| " <td>407.088484</td>\n", | |
| " <td>3546.671286</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>1953</th>\n", | |
| " <td>NGC_6494</td>\n", | |
| " <td>713.405368</td>\n", | |
| " <td>4067.857576</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>1882</th>\n", | |
| " <td>NGC_3532</td>\n", | |
| " <td>471.884920</td>\n", | |
| " <td>4875.030834</td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th>1922</th>\n", | |
| " <td>NGC_6124</td>\n", | |
| " <td>612.139534</td>\n", | |
| " <td>5510.046879</td>\n", | |
| " </tr>\n", | |
| " </tbody>\n", | |
| "</table>\n", | |
| "</div>" | |
| ], | |
| "text/plain": [ | |
| " Name dist50 MassJ\n", | |
| "1797 NGC_2281 508.931991 837.886177\n", | |
| "1858 NGC_2632 183.491092 945.005672\n", | |
| "1704 Melotte_22 134.841343 946.507717\n", | |
| "1615 King_6 706.522478 957.136476\n", | |
| "1600 IC_4756 466.754053 993.862303\n", | |
| "1826 NGC_2422 468.272069 1356.256661\n", | |
| "1740 NGC_1039 489.731770 1380.275957\n", | |
| "2442 Theia_754 701.741282 1389.953940\n", | |
| "1939 NGC_6281 520.762327 1414.287330\n", | |
| "1851 NGC_2548 747.083521 1476.413623\n", | |
| "1799 NGC_2287 715.056805 1668.006657\n", | |
| "1753 NGC_1647 576.881992 1866.755852\n", | |
| "1973 NGC_6716 703.597029 1957.810751\n", | |
| "751 Collinder_394 703.597029 1983.793007\n", | |
| "1599 IC_4725 644.935490 2247.854578\n", | |
| "1952 NGC_6475 275.987608 2378.990326\n", | |
| "2327 Stock_2 370.246233 3318.851668\n", | |
| "1845 NGC_2516 407.088484 3546.671286\n", | |
| "1953 NGC_6494 713.405368 4067.857576\n", | |
| "1882 NGC_3532 471.884920 4875.030834\n", | |
| "1922 NGC_6124 612.139534 5510.046879" | |
| ] | |
| }, | |
| "execution_count": 6, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "good_clusters = hunt_clusters.query(\"MassJ > 750 and dist50 < 750 and logAge50 > 7.8\")\n", | |
| "good_clusters[['Name', 'dist50', 'MassJ']].sort_values(\"MassJ\")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "## Example: making plots" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "Let's plot the three biggest ones:" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 7, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": "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", | |
| "text/plain": [ | |
| "<Figure size 900x750 with 4 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "plot_cluster('NGC_6124')" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 8, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": "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", | |
| "text/plain": [ | |
| "<Figure size 900x750 with 4 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "plot_cluster('NGC_3532')" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 9, | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "image/png": "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", | |
| "text/plain": [ | |
| "<Figure size 900x750 with 4 Axes>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "plot_cluster('NGC_6494')" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "## Example: Saving a plot without showing it" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 10, | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "plot_cluster('Blanco_1', savefig=True, showfig=False)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "metadata": {}, | |
| "source": [ | |
| "You should now have a folder called \"plots\" containing a picture of Blanco 1!" | |
| ] | |
| } | |
| ], | |
| "metadata": { | |
| "kernelspec": { | |
| "display_name": "spy11", | |
| "language": "python", | |
| "name": "python3" | |
| }, | |
| "language_info": { | |
| "codemirror_mode": { | |
| "name": "ipython", | |
| "version": 3 | |
| }, | |
| "file_extension": ".py", | |
| "mimetype": "text/x-python", | |
| "name": "python", | |
| "nbconvert_exporter": "python", | |
| "pygments_lexer": "ipython3", | |
| "version": "3.11.6" | |
| } | |
| }, | |
| "nbformat": 4, | |
| "nbformat_minor": 2 | |
| } |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment