{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Planet Hunters TESS Subject Lightcurve Viewer\n", "\n", "See https://www.zooniverse.org/projects/nora-dot-eisner/planet-hunters-tess" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from ipywidgets import interact, interactive, IntSlider, Layout, interact_manual\n", "import ipywidgets as widgets\n", "from IPython.display import display\n", "\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import matplotlib as matplotlib\n", "#%matplotlib inline\n", "\n", "import pandas as pd\n", "\n", "from IPython.core.display import display, HTML\n", "display(HTML(\"\"))" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# Sample data\n", "\n", "sample_subject_id = \"36971891\"\n", "sample_lightcurve_data = '{\"y\": 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26.836350250937766, 26.843294755612213, 26.85023926028689]}'\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "last_lightcurve_data = \"\"\n", "last_df = None\n", "widget_out2 = None # to be defined later by UI\n", "def plot_lightcurve(lightcurve_data, xmin=None, xmax=None, moving_average_window = None, subject_id = None):\n", " global last_lightcurve_data\n", " global last_df\n", " global widget_out2\n", " # process input arguments\n", " df = None\n", " if lightcurve_data.startswith('{\"y\"'):\n", " # process data into a dataframe, and cache it in last_df to make UI more responsive\n", " if (lightcurve_data != last_lightcurve_data):\n", " df = pd.read_json(lightcurve_data)\n", " last_lightcurve_data = lightcurve_data\n", " last_df = df\n", " else:\n", " df = last_df \n", " # zoom in to a subset of data\n", " if xmin != None:\n", " df = df[df.x >= xmin]\n", " if xmax != None:\n", " df = df[df.x <= xmax]\n", " else: # case non lightcurve json data, ignore them\n", " df = pd.DataFrame()\n", " \n", " subject_info = f\"Subject {subject_id}\" if subject_id != None else \"\"\n", " \n", " # default plot text properties\n", " matplotlib.rcParams.update({'font.size':24}) \n", " matplotlib.rcParams.update({'font.family':'sans-serif'})\n", "\n", " plt.figure(figsize=(30,15)) \n", "\n", " # Misc. labels, setup etc.\n", " plt.gca().set_facecolor(\"darkslategrey\")\n", " plt.xlabel(\"Days\")\n", " plt.ylabel(\"Brighness\", labelpad=16) \n", " \n", " if len(df) > 0:\n", " y_series = df['y']\n", " y_label = \"Brightness\"\n", " dot_color = 'whitesmoke'\n", " if (moving_average_window != None):\n", " df['x_ts'] = df['x'].apply(lambda x: pd.Timestamp(x * 1000000000 * 60 * 60 * 24))\n", " y_series = df.rolling(moving_average_window, on='x_ts')['y'].mean()\n", " y_label = f\"Brightness, {moving_average_window} moving average\"\n", " dot_color = 'lightyellow'\n", "\n", " plt.scatter(df['x'], y_series, color=dot_color, alpha=1.0, label=\"observation\")\n", " plt.ylabel(y_label, labelpad=16)\n", " \n", " # draw -3 standard deviation line (of the data shown only if the user zooms in)\n", "# xmax_shown = np.max(df['x']) \n", "# xmin_shown = np.min(df['x']) \n", "# plt.hlines(np.nanmean(df['y'])- 3 * np.nanstd(df['y']), xmin, xmax_shown, linewidth=4, color=\"red\", label=r\"$-3\\sigma$\")\n", " plt.legend()\n", " plt.title(f\"Lightcurve - {subject_info} ({len(df)} observations)\", fontdict={'fontsize': 36}, pad=24)\n", " \n", " # add a textual summary\n", " widget_out2.clear_output()\n", " with widget_out2:\n", " print('Brightness summary:')\n", " print(df['y'].describe())\n", "\n", " else:\n", " plt.title(f\"Lightcurve - No data\", fontdict={'fontsize': 36}, pad=24)\n", " widget_out2.clear_output()\n", " \n", " plt.show()\n", " return \"\"\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "80c05b7224d243338de228a70ea0569b", "version_major": 2, "version_minor": 0 }, "text/plain": [ "interactive(children=(Text(value='{\"y\": [0.22792696952819824, 0.16853570938110352, -0.05636930465698242, 0.311…" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "desc_style = {'description_width': '25ch'} # \n", "slider_style = {'description_width': '25ch'}\n", "slider_layout = { 'width': '60ch' }\n", "w = interactive(plot_lightcurve\n", " , lightcurve_data = widgets.Text(value = sample_lightcurve_data\n", " , description = 'Lightcurve data'\n", " , style = desc_style)\n", " , xmin = widgets.FloatSlider(min=0, max=30.0, step=0.2, value=0.0\n", " , description = 'days min.'\n", " , continuous_update = False\n", " , readout_format=\".1f\"\n", " , layout = slider_layout, style = slider_style)\n", " , xmax = widgets.FloatSlider(min=0, max=30.0, step=0.2, value=30.0\n", " , description = 'days max.'\n", " , continuous_update = False\n", " , readout_format=\".1f\"\n", " , layout = slider_layout, style = slider_style)\n", " , moving_average_window = widgets.Dropdown(options = [('None', None), ('20 min', '20min'), ('30 min', '30min'), ('1 hour', '1h'), ('2 hours', '2h'), ('4 hours', '4h')]\n", " , value = None\n", " , description = 'Moving average window'\n", " , style = desc_style) \n", " , subject_id = widgets.IntText(value = sample_subject_id\n", " , description = 'Subject ID'\n", " , style = desc_style)\n", " )\n", "w.layout.border = '1px solid lightgray'\n", "w.layout.padding = '1em 0px'\n", "\n", "# Add a second output for textual summary \n", "widget_out2 = widgets.Output()\n", "widget_out2.layout.padding = '1em'\n", "w.children = w.children + (widget_out2,)\n", "\n", "display(w)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Learn More\n", "- [About Planet Hunters TESS](https://www.zooniverse.org/projects/nora-dot-eisner/planet-hunters-tess/about/research)\n", "- [Light curve](https://en.wikipedia.org/wiki/Light_curve)\n", "- [Exoplanets detection methods](https://en.wikipedia.org/wiki/Methods_of_detecting_exoplanets)\n" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.7.3" } }, "nbformat": 4, "nbformat_minor": 2 }