{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import os\n", "import matplotlib.pyplot as plt\n", "import matplotlib.ticker as ticker\n", "from astropy.table import Table, join\n", "from astropy import units as u\n", "from edge_pydb import EdgeTable\n", "\n", "params = {'mathtext.default': 'regular' } \n", "plt.rcParams.update(params)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Plotting Global Properties\n", "## This notebook gives a few examples of plotting the CSV tables that are found in the `dat_glob` subdirectory of `edge_pydb`. These tables provided galaxy-wide properties from CALIFA or CARMA and are hence referred to as \"global\"." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot CO observation parameters, a la Bolatto et al. (2017) Figure 4." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
| Name | coVsys | coDEobstim | coNpt | coDEbmaj | coDEbmin | coRMS_10 | coTpk_10 | coSNRpeak_10 | ImagingDate_10 | coRMS_20 | coTpk_20 | coSNRpeak_20 | ImagingDate_20 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| km / s | h | arcsec | arcsec | mK | mK | mK | mK | ||||||
| str13 | float64 | float64 | int64 | float64 | float64 | float64 | int64 | float64 | str21 | float64 | int64 | float64 | str21 |
| ARP220 | 5340.9 | 4.0 | 7 | 4.48 | 3.87 | 41.8 | 3472 | 83.03 | 02/14/16 05:15:10 CST | 33.0 | 3461 | 104.75 | 06/09/16 07:03:55 CDT |
| IC0480 | 4492.9 | 3.98 | 7 | 4.88 | 3.93 | 53.6 | 810 | 15.11 | 02/15/16 16:09:31 CST | 42.3 | 792 | 18.73 | 06/08/16 10:40:35 CDT |
| IC0540 | 2056.6 | 3.33 | 7 | 6.22 | 3.64 | 65.9 | 375 | 5.69 | 02/12/16 17:08:14 CST | 51.2 | 336 | 6.57 | 06/08/16 10:49:37 CDT |
| IC0944 | 6843.0 | 4.09 | 7 | 5.39 | 4.17 | 41.6 | 317 | 7.64 | 02/12/16 17:25:13 CST | 32.5 | 278 | 8.54 | 06/08/16 10:59:27 CDT |
| IC1151 | 2159.9 | 2.65 | 7 | 5.32 | 3.78 | 77.2 | 382 | 4.94 | 02/12/16 17:40:21 CST | 60.1 | 301 | 5.02 | 06/08/16 11:07:49 CDT |
| IC1199 | 4663.0 | 3.97 | 7 | 4.92 | 4.3 | 47.3 | 351 | 7.43 | 02/12/16 17:55:31 CST | 37.1 | 266 | 7.15 | 06/08/16 11:16:31 CDT |
| IC1683 | 4774.9 | 4.34 | 7 | 4.96 | 3.79 | 48.0 | 785 | 16.35 | 02/12/16 18:13:26 CST | 37.4 | 794 | 21.24 | 06/08/16 11:27:22 CDT |
| IC2247 | 4261.7 | 4.01 | 7 | 4.79 | 3.85 | 43.3 | 438 | 10.12 | 02/12/16 18:31:08 CST | 34.0 | 416 | 12.25 | 06/08/16 11:37:39 CDT |
| IC2487 | 4292.1 | 3.99 | 7 | 6.17 | 3.9 | 45.6 | 311 | 6.84 | 02/12/16 18:47:00 CST | 35.6 | 303 | 8.51 | 06/08/16 11:46:48 CDT |
| IC4566 | 5479.5 | 4.01 | 7 | 6.01 | 3.89 | 41.3 | 256 | 6.19 | 02/12/16 19:02:27 CST | 32.4 | 245 | 7.54 | 06/08/16 11:55:34 CDT |
| IC5376 | 4951.0 | 4.08 | 7 | 4.61 | 4.07 | 51.1 | 232 | 4.54 | 02/12/16 19:16:54 CST | 40.5 | 184 | 4.54 | 06/08/16 12:04:00 CDT |
| NGC0444 | 4762.1 | 3.14 | 7 | 5.03 | 4.1 | 57.5 | 265 | 4.61 | 02/12/16 19:32:20 CST | 45.7 | 202 | 4.43 | 06/08/16 12:12:45 CDT |
| NGC0447 | 5489.6 | 5.09 | 13 | 4.52 | 3.67 | 45.4 | 556 | 12.24 | 02/12/16 19:55:04 CST | 35.1 | 495 | 14.11 | 06/08/16 12:26:03 CDT |
| NGC0477 | 5751.4 | 4.33 | 7 | 5.11 | 3.93 | 50.5 | 325 | 6.44 | 02/12/16 20:17:28 CST | 39.5 | 273 | 6.9 | 06/08/16 12:38:12 CDT |
| NGC0496 | 5893.8 | 3.99 | 7 | 4.9 | 3.76 | 46.5 | 362 | 7.78 | 02/12/16 20:33:39 CST | 36.2 | 339 | 9.36 | 06/08/16 12:47:41 CDT |
| NGC0523 | 4683.0 | 4.3 | 7 | 4.63 | 3.77 | 58.5 | 640 | 10.93 | 02/12/16 20:50:59 CST | 43.8 | 572 | 13.08 | 06/08/16 12:57:29 CDT |
| NGC0528 | 4745.5 | 3.99 | 7 | 4.92 | 3.98 | 49.1 | 247 | 5.02 | 02/12/16 21:07:33 CST | 38.8 | 186 | 4.79 | 06/08/16 13:06:41 CDT |
| NGC0551 | 5113.3 | 3.94 | 7 | 4.8 | 3.79 | 46.1 | 329 | 7.12 | 02/12/16 21:23:38 CST | 35.7 | 282 | 7.89 | 06/08/16 13:15:46 CDT |
| NGC1167 | 4851.2 | 4.29 | 7 | 4.8 | 3.64 | 52.8 | 281 | 5.32 | 02/12/16 21:39:20 CST | 41.2 | 222 | 5.38 | 06/08/16 13:24:48 CDT |
| NGC2253 | 3542.0 | 3.99 | 7 | 5.65 | 4.15 | 45.8 | 671 | 14.65 | 02/12/16 21:57:48 CST | 36.1 | 619 | 17.16 | 06/08/16 13:35:06 CDT |
| NGC2347 | 4388.8 | 4.6 | 7 | 4.85 | 4.79 | 40.3 | 457 | 11.35 | 02/12/16 22:14:45 CST | 31.2 | 419 | 13.43 | 06/08/16 13:44:45 CDT |
| NGC2410 | 4602.2 | 7.35 | 13 | 4.92 | 4.06 | 54.5 | 344 | 6.3 | 02/12/16 22:37:42 CST | 42.9 | 299 | 6.97 | 06/08/16 13:58:11 CDT |
| NGC2480 | 2320.8 | 4.66 | 7 | 5.16 | 4.03 | 56.8 | 388 | 6.83 | 02/12/16 23:02:51 CST | 44.1 | 365 | 8.28 | 06/08/16 14:11:02 CDT |
| NGC2486 | 4569.7 | 1.3 | 7 | 4.6 | 3.89 | 88.6 | 451 | 5.09 | 02/12/16 23:19:01 CST | 69.6 | 329 | 4.72 | 06/08/16 14:19:23 CDT |
| NGC2487 | 4758.9 | 4.62 | 7 | 4.92 | 3.92 | 60.8 | 481 | 7.91 | 02/12/16 23:34:50 CST | 47.8 | 457 | 9.57 | 06/08/16 14:28:23 CDT |
| NGC2623 | 5437.6 | 6.23 | 14 | 5.18 | 3.84 | 30.6 | 1148 | 37.58 | 02/13/16 00:08:46 CST | 23.8 | 1109 | 46.5 | 06/08/16 14:47:52 CDT |
| NGC2639 | 3150.0 | 4.01 | 7 | 5.37 | 4.03 | 52.3 | 647 | 12.37 | 02/13/16 00:31:37 CST | 41.6 | 463 | 11.13 | 06/08/16 15:00:21 CDT |
| NGC2730 | 3795.1 | 4.31 | 7 | 5.55 | 4.06 | 48.4 | 271 | 5.61 | 02/13/16 00:46:25 CST | 37.4 | 211 | 5.63 | 06/08/16 15:08:43 CDT |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| UGC04280 | 3469.7 | 4.01 | 7 | 4.77 | 4.51 | 56.8 | 290 | 5.11 | 02/13/16 21:11:01 CST | 43.7 | 249 | 5.68 | 06/09/16 02:33:24 CDT |
| UGC04461 | 4906.5 | 3.99 | 7 | 4.88 | 4.22 | 53.1 | 376 | 7.09 | 02/13/16 21:27:23 CST | 41.4 | 352 | 8.52 | 06/09/16 02:42:51 CDT |
| UGC05108 | 7913.4 | 3.98 | 7 | 5.47 | 4.38 | 36.1 | 251 | 6.97 | 02/13/16 21:43:33 CST | 27.5 | 229 | 8.34 | 06/09/16 02:52:17 CDT |
| UGC05111 | 6595.5 | 4.61 | 7 | 5.21 | 4.95 | 37.6 | 403 | 10.7 | 02/13/16 22:00:36 CST | 29.4 | 373 | 12.7 | 06/09/16 03:01:45 CDT |
| UGC05244 | 2981.7 | 2.33 | 7 | 5.1 | 4.64 | 59.1 | 282 | 4.78 | 02/13/16 22:15:19 CST | 46.5 | 225 | 4.83 | 06/09/16 03:10:13 CDT |
| UGC05359 | 8249.5 | 3.99 | 7 | 6.75 | 4.87 | 27.8 | 150 | 5.42 | 02/13/16 22:29:51 CST | 21.6 | 125 | 5.76 | 06/09/16 03:18:33 CDT |
| UGC05498NED01 | 6174.4 | 3.93 | 7 | 5.24 | 3.92 | 61.9 | 273 | 4.41 | 02/13/16 22:44:36 CST | 47.8 | 250 | 5.23 | 06/09/16 03:26:43 CDT |
| UGC05598 | 5519.8 | 2.98 | 7 | 5.83 | 4.07 | 54.6 | 378 | 6.93 | 02/13/16 23:00:24 CST | 43.0 | 307 | 7.14 | 06/09/16 03:35:37 CDT |
| UGC06312 | 6201.5 | 2.94 | 7 | 4.61 | 4.57 | 50.8 | 224 | 4.4 | 02/13/16 23:15:55 CST | 39.5 | 189 | 4.78 | 06/09/16 03:43:53 CDT |
| UGC07012 | 3031.5 | 4.0 | 7 | 4.73 | 3.92 | 54.9 | 371 | 6.74 | 02/13/16 23:32:41 CST | 42.7 | 249 | 5.83 | 06/09/16 03:52:51 CDT |
| UGC08107 | 8076.9 | 3.88 | 7 | 4.87 | 4.47 | 36.3 | 304 | 8.37 | 02/25/16 17:47:43 CST | 28.2 | 272 | 9.67 | 06/09/16 04:02:41 CDT |
| UGC08250 | 5184.0 | 4.01 | 7 | 4.87 | 3.91 | 49.4 | 232 | 4.7 | 02/14/16 00:08:08 CST | 39.0 | 166 | 4.27 | 06/09/16 04:11:46 CDT |
| UGC08267 | 7078.6 | 4.27 | 7 | 4.7 | 3.92 | 50.9 | 471 | 9.26 | 02/14/16 00:25:41 CST | 39.7 | 445 | 11.2 | 06/09/16 04:21:29 CDT |
| UGC09067 | 7645.8 | 4.03 | 7 | 5.61 | 4.39 | 47.4 | 402 | 8.48 | 02/14/16 00:40:55 CST | 36.1 | 335 | 9.27 | 06/09/16 04:30:12 CDT |
| UGC09476 | 3236.1 | 4.0 | 7 | 5.16 | 3.89 | 58.1 | 313 | 5.39 | 02/14/16 00:56:11 CST | 45.2 | 243 | 5.39 | 06/09/16 04:38:44 CDT |
| UGC09537 | 8576.5 | 4.36 | 7 | 4.61 | 3.96 | 43.8 | 252 | 5.76 | 02/14/16 01:10:59 CST | 33.5 | 223 | 6.66 | 06/09/16 04:47:31 CDT |
| UGC09542 | 5386.6 | 3.98 | 7 | 5.06 | 3.61 | 53.1 | 313 | 5.89 | 02/14/16 01:26:49 CST | 41.0 | 289 | 7.04 | 06/09/16 04:56:27 CDT |
| UGC09665 | 2535.6 | 4.01 | 7 | 4.57 | 3.73 | 64.0 | 607 | 9.48 | 02/14/16 01:43:30 CST | 50.8 | 564 | 11.08 | 06/09/16 05:05:17 CDT |
| UGC09759 | 3408.4 | 3.97 | 7 | 5.04 | 3.67 | 54.0 | 655 | 12.13 | 02/14/16 02:00:47 CST | 42.1 | 620 | 14.73 | 06/09/16 05:14:47 CDT |
| UGC09873 | 5528.4 | 3.98 | 7 | 4.73 | 3.7 | 51.6 | 326 | 6.32 | 02/14/16 02:16:51 CST | 40.2 | 278 | 6.91 | 06/09/16 05:23:40 CDT |
| UGC09892 | 5569.7 | 3.67 | 7 | 4.84 | 4.15 | 44.8 | 215 | 4.81 | 02/14/16 02:32:45 CST | 34.5 | 194 | 5.6 | 06/09/16 05:32:06 CDT |
| UGC09919 | 3151.3 | 4.66 | 7 | 4.82 | 4.49 | 53.4 | 328 | 6.14 | 02/14/16 02:48:59 CST | 41.9 | 198 | 4.73 | 06/09/16 05:41:15 CDT |
| UGC10043 | 2153.2 | 4.29 | 7 | 4.67 | 3.9 | 69.3 | 614 | 8.85 | 02/14/16 03:05:49 CST | 54.1 | 610 | 11.26 | 06/09/16 05:50:59 CDT |
| UGC10123 | 3720.0 | 4.01 | 7 | 4.38 | 3.88 | 57.6 | 632 | 10.98 | 02/14/16 03:24:22 CST | 43.7 | 589 | 13.46 | 06/09/16 06:01:25 CDT |
| UGC10205 | 6432.9 | 2.96 | 7 | 5.57 | 4.14 | 44.5 | 232 | 5.22 | 02/14/16 03:39:42 CST | 34.4 | 213 | 6.17 | 06/09/16 06:09:41 CDT |
| UGC10331 | 4485.4 | 3.01 | 7 | 6.5 | 4.08 | 65.3 | 265 | 4.06 | 02/14/16 03:55:49 CST | 49.2 | 194 | 3.94 | 06/09/16 06:17:50 CDT |
| UGC10380 | 8510.7 | 4.01 | 7 | 4.82 | 4.38 | 46.5 | 237 | 5.1 | 02/14/16 04:10:49 CST | 35.9 | 226 | 6.28 | 06/09/16 06:26:18 CDT |
| UGC10384 | 4869.0 | 4.01 | 7 | 5.15 | 4.04 | 43.6 | 657 | 15.06 | 02/14/16 04:27:55 CST | 33.8 | 612 | 18.09 | 06/09/16 06:36:15 CDT |
| UGC10710 | 8153.9 | 4.01 | 7 | 5.04 | 3.95 | 50.5 | 367 | 7.28 | 02/14/16 04:42:31 CST | 38.4 | 236 | 6.16 | 06/09/16 06:44:41 CDT |