From 657e874aa4765692808a25cdd2045371ff257eff Mon Sep 17 00:00:00 2001
From: Yifan Wang <yifan.wang@aei.mpg.de>
Date: Sun, 19 Sep 2021 12:38:25 +0000
Subject: [PATCH] upload notebook

---
 notebook/prod_plot_whitendata.ipynb |  523 ++++++++
 notebook/reweightmpv_plot.ipynb     | 1932 +++++++++++++++++++++++++++
 2 files changed, 2455 insertions(+)
 create mode 100644 notebook/prod_plot_whitendata.ipynb
 create mode 100644 notebook/reweightmpv_plot.ipynb

diff --git a/notebook/prod_plot_whitendata.ipynb b/notebook/prod_plot_whitendata.ipynb
new file mode 100644
index 0000000..4f12ef2
--- /dev/null
+++ b/notebook/prod_plot_whitendata.ipynb
@@ -0,0 +1,523 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "b2885394",
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [],
+   "source": [
+    "from pycbc.waveform import get_fd_waveform\n",
+    "from pycbc.waveform import get_td_waveform\n",
+    "import numpy as np\n",
+    "import matplotlib as mpl\n",
+    "import matplotlib.pyplot as plt\n",
+    "import pycbc\n",
+    "from pycbc.inference import io, models\n",
+    "import lal\n",
+    "from pycbc import conversions\n",
+    "from pycbc import cosmology\n",
+    "from pycbc import transforms\n",
+    "from pycbc import coordinates\n",
+    "from pycbc import waveform\n",
+    "from pycbc.detector import Detector\n",
+    "################################################################################\n",
+    "#\n",
+    "#    PLOTTING OPTIONS\n",
+    "#\n",
+    "################################################################################\n",
+    "\n",
+    "\n",
+    "# PLOTTING OPTIONS\n",
+    "fig_width_pt = 3*246.0  # Get this from LaTeX using \\showthe\\columnwidth\n",
+    "inches_per_pt = 1.0/72.27               # Convert pt to inch\n",
+    "golden_mean = (np.sqrt(5)-1.0)/2.0         # Aesthetic ratio\n",
+    "fig_width = fig_width_pt*inches_per_pt  # width in inches\n",
+    "fig_height = fig_width*golden_mean      # height in inches\n",
+    "fig_size =  [fig_width,fig_height]\n",
+    "\n",
+    "params = { 'axes.labelsize': 24,\n",
+    "          'font.family': 'serif',\n",
+    "          'font.serif': 'Computer Modern Raman',\n",
+    "          'font.size': 24,\n",
+    "          'legend.fontsize': 20,\n",
+    "          'xtick.labelsize': 24,\n",
+    "          'ytick.labelsize': 24,\n",
+    "          'axes.grid' : True,\n",
+    "          'text.usetex': True,\n",
+    "          'savefig.dpi' : 100,\n",
+    "          'lines.markersize' : 14,\n",
+    "          'figure.figsize': fig_size}\n",
+    "\n",
+    "mpl.rcParams.update(params)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "14a8fdad",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[10.211706102117061, 6.311181454233049]"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "params['figure.figsize']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "438f6f50",
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [],
+   "source": [
+    "xphm_path = '/work/yifan.wang/gw190521_mpvinverse/second/wednesdy_xphm_gr_v2data/nongr_run/xphm_morecpu_output/config_files/extract_gw190521_nongr_xphm.hdf'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "df2cf8c6",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "gr_path = '/work/yifan.wang/gw190521_mpvinverse/second/wednesdy_xphm_gr_v2data/gr_run/gr_run_output/config_files/extract_prod_gr.hdf'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "f17009cc",
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [],
+   "source": [
+    "def fn_to_waveform(fn):       \n",
+    "    # read in the raw posterior file and extract the max loglikelihood parameter value\n",
+    "    with io.loadfile(fn, 'r') as fp:   \n",
+    "        data = fp.read_data()                                                           \n",
+    "        psds = fp.read_psds()                                                           \n",
+    "        cp = fp.read_config_file()\n",
+    "        samples = fp.read_samples(list(fp['samples'].keys()))\n",
+    "        idx = samples['loglikelihood'].argmax()\n",
+    "        params = {p: samples[p][idx] for p in samples.fieldnames}\n",
+    "    # set up the model\n",
+    "    model = models.read_from_config(cp, data=data, psds=psds)\n",
+    "    model.update(**params)\n",
+    "    _ = model.loglikelihood\n",
+    "    pol = model.current_stats['maxl_polarization']\n",
+    "    #compute the max loglikelihood waveform\n",
+    "    wfs = model.waveform_generator.generate(polarization=pol,**model.current_params)\n",
+    "    \n",
+    "    data = {}\n",
+    "    whdata = {}\n",
+    "    for det in model.data:\n",
+    "        d = model.data[det]\n",
+    "        data[det] = d.to_timeseries()\n",
+    "        d = d.copy()\n",
+    "        d *= model.weight[det] / (4*model.psds[det].delta_f)**0.5\n",
+    "        whdata[det] = d.to_timeseries()\n",
+    "    \n",
+    "    waveforms = {}\n",
+    "    whitened_waveforms = {}\n",
+    "    for detname in wfs:\n",
+    "        hs = {}\n",
+    "        whitend_hs = {}\n",
+    "        det = Detector(detname)\n",
+    "        fp, fc = det.antenna_pattern(model.current_params['ra'],\n",
+    "                                     model.current_params['dec'],\n",
+    "                                     pol,\n",
+    "                                     model.current_params['tc'])\n",
+    "        hp, hc = wfs[detname]\n",
+    "        h = fp*hp + fc*hc\n",
+    "        h.resize(len(model.weight[detname]))\n",
+    "        flow = model.current_params['f_lower']\n",
+    "        hs[detname] = pycbc.waveform.fd_to_td(h, left_window=(flow, flow+5))\n",
+    "        wh = h.copy()\n",
+    "        wh *= model.weight[detname] / (4*model.psds[detname].delta_f)**0.5\n",
+    "        whitend_hs[detname] = wh.to_timeseries()\n",
+    "        waveforms.update(hs)\n",
+    "        whitened_waveforms.update(whitend_hs)\n",
+    "    return whdata, whitened_waveforms,model"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "41a0a746",
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:root:No sampling_params section read from config file\n",
+      "WARNING:root:WARNING: The following args are not being used for waveform generation: baseapprox, srcmchirp, redshift, q, comoving_volume, trigger_time, delta_tc, parity_mpvinverse\n"
+     ]
+    }
+   ],
+   "source": [
+    "xphm_data_whiten, xphm_waveform_whiten,model = fn_to_waveform(xphm_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "26fa693a",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "WARNING:root:No sampling_params section read from config file\n",
+      "WARNING:root:WARNING: The following args are not being used for waveform generation: srcmchirp, redshift, q, comoving_volume, trigger_time, delta_tc\n"
+     ]
+    }
+   ],
+   "source": [
+    "_, gr_wf,gr_model = fn_to_waveform(gr_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "d50f9fd8",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "det = list(gr_wf.keys())"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "5b8fe3fd",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x727.048 with 3 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "whdata,whitened_waveforms = xphm_data_whiten,xphm_waveform_whiten\n",
+    "xlim=(-0.1, 0.1)\n",
+    "\n",
+    "fig = plt.figure(figsize=(10.211706102117061, 6.311181454233049*1.6))\n",
+    "fig.subplots_adjust(hspace=.2)\n",
+    "ax = fig.add_subplot(311);\n",
+    "\n",
+    "wh = whdata[det[0]]\n",
+    "ax.plot(wh.sample_times-model.static_params['trigger_time'], wh, c='k', alpha=0.2, label='whitened data')\n",
+    "#ax.plot(gr_data[det[0]].sample_times-gr_model.static_params['trigger_time'],gr_data[det[0]],c='red',alpha=0.2)\n",
+    "\n",
+    "wh = whitened_waveforms[det[0]]\n",
+    "ax.plot(wh.sample_times-model.static_params['trigger_time'], wh,label='birefringence')\n",
+    "ax.plot(gr_wf[det[0]].sample_times-gr_model.static_params['trigger_time'], gr_wf[det[0]],label='GR')\n",
+    "\n",
+    "ax.grid(True)\n",
+    "ax.set_xticklabels([])\n",
+    "\n",
+    "#ax.set_ylabel('H1')\n",
+    "#ax.text(0.8,0.8,'Hanford')\n",
+    "ax.set_xlim(*xlim)\n",
+    "ax.set_ylim(-100,100)\n",
+    "#ax.text(10,8,'Hanford')\n",
+    "#ax.set_xticks([])\n",
+    "# for minor ticks\n",
+    "#ax.set_xticks([], minor=True)\n",
+    "#ax.axes.get_xaxis().set_ticks([])\n",
+    "#plt.gca().xaxis.set_major_locator(plt.NullLocator())\n",
+    "ax.text(0.054, 70, 'LIGO Hanford', style='italic',fontsize=20,\n",
+    "        bbox={'facecolor':'white', 'alpha':0.5, 'pad':5,'edgecolor':'none'})\n",
+    "\n",
+    "################\n",
+    "bx = fig.add_subplot(312);\n",
+    "wh = whdata[det[1]]\n",
+    "bx.plot(wh.sample_times-model.static_params['trigger_time'], wh, c='k', alpha=0.2, label='whitened data')\n",
+    "    \n",
+    "wh = whitened_waveforms[det[1]]\n",
+    "bx.plot(wh.sample_times-model.static_params['trigger_time'], wh,label='birefringence')\n",
+    "bx.plot(gr_wf[det[1]].sample_times-model.static_params['trigger_time'], gr_wf[det[1]],label='GR')\n",
+    "\n",
+    "bx.set_ylabel('Whitened Strain')\n",
+    "bx.set_xlim(*xlim)\n",
+    "bx.set_ylim(-100,100)\n",
+    "#bx.legend(loc=[0.66,0.71])\n",
+    "#bx.legend(loc='lower right')\n",
+    "bx.text(0.0515, 70, 'LIGO Livingston', style='italic',fontsize=20,\n",
+    "        bbox={'facecolor':'white', 'alpha':0.5, 'pad':0,'edgecolor':'none'})\n",
+    "\n",
+    "bx.grid(True)\n",
+    "bx.set_xticklabels([])\n",
+    "\n",
+    "################\n",
+    "cx = fig.add_subplot(313);\n",
+    "wh = whdata[det[2]]\n",
+    "cx.plot(wh.sample_times-model.static_params['trigger_time'], wh, c='k', alpha=0.2, label='whitened data')\n",
+    "    \n",
+    "wh = whitened_waveforms[det[2]]\n",
+    "cx.plot(wh.sample_times-model.static_params['trigger_time'], wh,label='birefringence')\n",
+    "cx.plot(gr_wf[det[2]].sample_times-model.static_params['trigger_time'], gr_wf[det[2]],label='GR')\n",
+    "cx.text(0.07, 70, 'Virgo', style='italic',fontsize=20,\n",
+    "        bbox={'facecolor':'white', 'alpha':0.5, 'pad':5,'edgecolor':'none'})\n",
+    "\n",
+    "#cx.set_ylabel('V1')\n",
+    "cx.set_xlim(*xlim)\n",
+    "cx.set_ylim(-100,100)\n",
+    "cx.set_xlabel('Time [s]')\n",
+    "cx.legend(loc='lower right', ncol=3,framealpha=0)\n",
+    "\n",
+    "fig.savefig('0918whitendata.pdf',bbox_inches='tight')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "eb804396",
+   "metadata": {},
+   "source": [
+    "# Bayesian evidence"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "7c729ffb",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import h5py\n",
+    "grfile = h5py.File(gr_path,'r')\n",
+    "nongrfile = h5py.File(xphm_path)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "34978275",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "baygr = grfile.attrs['log_evidence'] - grfile['samples'].attrs['lognl']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "49553a12",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "baynongr = nongrfile.attrs['log_evidence'] - nongrfile['samples'].attrs['lognl']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "8ccc540f",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(95.5876921692543, 87.74573551728099, 7.841956651973305)"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "baynongr,baygr,baynongr-baygr"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d7e44f8b",
+   "metadata": {},
+   "source": [
+    "# maxL SNR"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "6733a640",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "ii = np.argmax(grfile['samples']['loglikelihood'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "3e26e204",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "15.289043026035419"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "conversions.snr_from_loglr(grfile['samples']['loglikelihood'][ii] - grfile['samples'].attrs['lognl'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "05e15a1f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "ii = np.argmax(nongrfile['samples']['loglikelihood'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "59575cf1",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "15.473953014212633"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "conversions.snr_from_loglr(nongrfile['samples']['loglikelihood'][ii] - nongrfile['samples'].attrs['lognl'])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "975880a9",
+   "metadata": {},
+   "source": [
+    "# GR maxL parameters"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "7869a554",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'spin2_polar': 2.51825060232281,\n",
+       " 'chi_p': 0.7386566141564779,\n",
+       " 'inclination': 1.0490370243369231,\n",
+       " 'srcmchirp': 54.44781356503804,\n",
+       " 'srcmass1': 148.33013483168034,\n",
+       " 'delta_tc': 0.003219054716161532,\n",
+       " 'distance': 2037.5553540826304,\n",
+       " 'srcmass2': 29.66232709467983,\n",
+       " 'dec': 0.5304731815876179,\n",
+       " 'loglikelihood': -87302.86681521917,\n",
+       " 'redshift': 0.3691579561315956,\n",
+       " 'q': 5.000623665102948,\n",
+       " 'ra': 3.3158950374809972,\n",
+       " 'spin1_azimuthal': 4.4461024300156655,\n",
+       " 'logwt': -87343.31265112931,\n",
+       " 'comoving_volume': 13805537798.745253,\n",
+       " 'spin2_azimuthal': 0.8901187496181328,\n",
+       " 'spin1_polar': 2.2912715299376387,\n",
+       " 'coa_phase': 1.7398043595152775,\n",
+       " 'chi_eff': -0.5769320542453128,\n",
+       " 'spin2_a': 0.2699502327574271,\n",
+       " 'spin1_a': 0.9829197339775988,\n",
+       " 'approximant': 'IMRPhenomXPHM',\n",
+       " 'f_lower': 20.0,\n",
+       " 'f_ref': 20.0,\n",
+       " 'trigger_time': 1242442967.4473,\n",
+       " 'spin1x': -0.19437799854703947,\n",
+       " 'spin1y': -0.7126224718025379,\n",
+       " 'spin1z': -0.6484732915128284,\n",
+       " 'spin2x': 0.09917070415014632,\n",
+       " 'spin2y': 0.1224658286771233,\n",
+       " 'spin2z': -0.21918125013462872,\n",
+       " 'tc': 1242442967.450519,\n",
+       " 'mass1': 203.08738423886746,\n",
+       " 'mass2': 40.612411139058686}"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "gr_model.current_params"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "a28763a5",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "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": 5
+}
diff --git a/notebook/reweightmpv_plot.ipynb b/notebook/reweightmpv_plot.ipynb
new file mode 100644
index 0000000..90f02ce
--- /dev/null
+++ b/notebook/reweightmpv_plot.ipynb
@@ -0,0 +1,1932 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "furnished-potato",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "import h5py\n",
+    "import glob\n",
+    "import os\n",
+    "from pycbc import conversions\n",
+    "from pycbc import cosmology\n",
+    "from pycbc import distributions\n",
+    "from pycbc.workflow import WorkflowConfigParser\n",
+    "from scipy import stats\n",
+    "from scipy import integrate"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "brazilian-annual",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import matplotlib as mpl\n",
+    "import matplotlib.pyplot as plt\n",
+    "from matplotlib.ticker import MultipleLocator, FormatStrFormatter\n",
+    "\n",
+    "\n",
+    "# PLOTTING OPTIONS\n",
+    "fig_width_pt = 3*246.0  # Get this from LaTeX using \\showthe\\columnwidth\n",
+    "inches_per_pt = 1.0/72.27               # Convert pt to inch\n",
+    "golden_mean = (np.sqrt(5)-1.0)/2.0         # Aesthetic ratio\n",
+    "fig_width = fig_width_pt*inches_per_pt  # width in inches\n",
+    "fig_height = fig_width*golden_mean+0.5     # height in inches\n",
+    "fig_size =  [fig_width,fig_height]\n",
+    "\n",
+    "params = { 'axes.labelsize': 22,\n",
+    "          'font.family': 'serif',\n",
+    "          'font.serif': 'Computer Modern Raman',\n",
+    "          'font.size': 24,\n",
+    "          'legend.fontsize': 20,\n",
+    "          'xtick.labelsize': 24,\n",
+    "          'ytick.labelsize': 24,\n",
+    "          'axes.grid' : False,\n",
+    "          'text.usetex': True,\n",
+    "          'savefig.dpi' : 100,\n",
+    "          'lines.markersize' : 14,\n",
+    "          'figure.figsize': fig_size}\n",
+    "\n",
+    "mpl.rcParams.update(params)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "permanent-bookmark",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "path = ['/work/yifan.wang/2-jianyan/final_posterior/']\n",
+    "posfile = []\n",
+    "for p in path:\n",
+    "    f = glob.glob(p+'/*.hdf')\n",
+    "    posfile.extend(f)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "accepting-spouse",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def custom_sort(name):\n",
+    "    return name.split('/')[-1]\n",
+    "#the 0th is dot, 1st is person name, 2nd is GW event name\n",
+    "\n",
+    "def extract_quantile(sample):\n",
+    "    return np.quantile(sample,0.5), np.quantile(sample,0.95) - np.quantile(sample,0.5), \\\n",
+    "                                             np.quantile(sample,0.5) - np.quantile(sample,0.05)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "intense-terrorism",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# sort the posterior file and configuration files according to GW events date\n",
+    "posfile.sort(key=custom_sort)\n",
+    "config = glob.glob('/work/yifan.wang/2-jianyan/final_posterior/config/*.ini')\n",
+    "config.sort(key=custom_sort)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "spread-curve",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def integrand_parityaeff(redshift):\n",
+    "    \"\"\"\n",
+    "    The integrand:\n",
+    "    (1.0 + z)^parity_beta / sqrt(Omega_m (1+z)^3 + Omega_Lambda)\n",
+    "    \"\"\"\n",
+    "    omega_m = 0.3075 #pycbc.cosmology.get_cosmology().Om0 # matter density\n",
+    "    omega_l = 0.6910098821161554 #pycbc.cosmology.get_cosmology().Ode0 # dark energy density\n",
+    "\n",
+    "    return (1.0+redshift)/ np.sqrt(omega_m*(1.0+redshift)**3.0 + omega_l)\n",
+    "\n",
+    "def Aeff_to_Mpvinverse(parity_aeff, redshiftval):\n",
+    "    \"\"\"\n",
+    "\n",
+    "    \"\"\"\n",
+    "    zs = np.zeros(parity_aeff.shape, dtype=float)  # the output array\n",
+    "    for (ii, val) in enumerate(parity_aeff):\n",
+    "        zs[ii] = integrate.quad(integrand_parityaeff, 0, redshiftval[ii])[0]\n",
+    "    return parity_aeff / zs"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "finished-silver",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "amu = []\n",
+    "redshift = []\n",
+    "labels = [] #the name of GW events (e.g., GW150914_095045)\n",
+    "mpv_inv = []"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f250da38",
+   "metadata": {},
+   "source": [
+    "# Converting A_mu to $M_\\mathrm{pv}^{-1}$"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "smart-program",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Analyzing the 0th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW150914_095045.hdf\n",
+      "Analyzing the 1th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW151012_095443.hdf\n",
+      "Analyzing the 2th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW151226_033853.hdf\n",
+      "Analyzing the 3th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW170104_101158.hdf\n",
+      "Analyzing the 4th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW170121_212536.hdf\n",
+      "Analyzing the 5th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW170202_135657.hdf\n",
+      "Analyzing the 6th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW170304_163753.hdf\n",
+      "Analyzing the 7th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW170403_230611.hdf\n",
+      "Analyzing the 8th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW170608_020116.hdf\n",
+      "Analyzing the 9th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW170727_010430.hdf\n",
+      "Analyzing the 10th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW170729_185629.hdf\n",
+      "Analyzing the 11th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW170809_082821.hdf\n",
+      "Analyzing the 12th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW170814_103043.hdf\n",
+      "Analyzing the 13th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW170817_124104.hdf\n",
+      "Analyzing the 14th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW170818_022509.hdf\n",
+      "Analyzing the 15th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW170823_131358.hdf\n",
+      "Analyzing the 16th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190408_181802.hdf\n",
+      "Analyzing the 17th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190412_053044.hdf\n",
+      "Analyzing the 18th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190413_052954.hdf\n",
+      "Analyzing the 19th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190413_134308.hdf\n",
+      "Analyzing the 20th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190421_213856.hdf\n",
+      "Analyzing the 21th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190424_180648.hdf\n",
+      "Analyzing the 22th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190425_081805.hdf\n",
+      "Analyzing the 23th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190503_185404.hdf\n",
+      "Analyzing the 24th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190512_180714.hdf\n",
+      "Analyzing the 25th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190513_205428.hdf\n",
+      "Analyzing the 26th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190514_065416.hdf\n",
+      "Analyzing the 27th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190517_055101.hdf\n",
+      "Analyzing the 28th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190519_153544.hdf\n",
+      "Analyzing the 29th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190521_074359.hdf\n",
+      "Analyzing the 30th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190527_092055.hdf\n",
+      "Analyzing the 31th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190602_175927.hdf\n",
+      "Analyzing the 32th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190620_030421.hdf\n",
+      "Analyzing the 33th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190630_185205.hdf\n",
+      "Analyzing the 34th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190701_203306.hdf\n",
+      "Analyzing the 35th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190706_222641.hdf\n",
+      "Analyzing the 36th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190707_093326.hdf\n",
+      "Analyzing the 37th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190708_232457.hdf\n",
+      "Analyzing the 38th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190719_215514.hdf\n",
+      "Analyzing the 39th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190720_000836.hdf\n",
+      "Analyzing the 40th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190725_174728.hdf\n",
+      "Analyzing the 41th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190727_060333.hdf\n",
+      "Analyzing the 42th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190728_064510.hdf\n",
+      "Analyzing the 43th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190731_140936.hdf\n",
+      "Analyzing the 44th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190803_022701.hdf\n",
+      "Analyzing the 45th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190814_211039.hdf\n",
+      "Analyzing the 46th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190828_063405.hdf\n",
+      "Analyzing the 47th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190828_065509.hdf\n",
+      "Analyzing the 48th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190910_112807.hdf\n",
+      "Analyzing the 49th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190915_235702.hdf\n",
+      "Analyzing the 50th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190916_200658.hdf\n",
+      "Analyzing the 51th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190924_021846.hdf\n",
+      "Analyzing the 52th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190925_232845.hdf\n",
+      "Analyzing the 53th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190926_050336.hdf\n",
+      "Analyzing the 54th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190929_012149.hdf\n",
+      "Analyzing the 55th event:/work/yifan.wang/2-jianyan/final_posterior/extract-INFERENCE_GW190930_133541.hdf\n"
+     ]
+    }
+   ],
+   "source": [
+    "for i,path in enumerate(posfile):\n",
+    "    f = h5py.File(path,'r')\n",
+    "    print('Analyzing the '+str(i)+'th event:'+path)\n",
+    "\n",
+    "    amu = f['samples']['parity_amu'][()]\n",
+    "    redshift = f['samples']['redshift'][()]\n",
+    "    mpv_inv.append(Aeff_to_Mpvinverse(-1*amu[amu<=0],redshift[amu<=0]))\n",
+    "    #name\n",
+    "    oldname = path.split('_')\n",
+    "    #name = oldname[:8]+r'\\_' +oldname[9:11]+':'+oldname[11:13]+':'+oldname[13:15]\n",
+    "    name = oldname[2]+'\\_'+oldname[3][:6]\n",
+    "    labels.append(name)\n",
+    "\n",
+    "    f.close()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "tamil-hobby",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "mpv_inv_90 = [np.quantile(v,0.9) for v in mpv_inv]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "juvenile-insulation",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "mpv_inv_arg = np.argsort(mpv_inv_90)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "255a7aea",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([39, 42, 51, 55,  8, 36, 40, 16, 25, 24, 17, 47, 52,  2, 33, 49, 29,\n",
+       "        5, 41, 22, 46, 18,  3,  1, 15, 27, 23, 20, 11, 13, 12,  0, 50, 45,\n",
+       "       44, 43, 21,  4, 34, 14, 35, 28, 37, 31, 48,  9, 10,  6, 53, 26, 19,\n",
+       "       30, 32, 38, 54,  7])"
+      ]
+     },
+     "execution_count": 25,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "mpv_inv_arg"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "24fe2497",
+   "metadata": {},
+   "source": [
+    "# Read in configuration files and numerically generate M_pv^{-1} prior"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "7714c906",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw150914_095045.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw151012_095443.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw151226_033853.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw170104_101158.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw170121_212536.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw170202_135657.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw170304_163753.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw170403_230611.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw170608_020116.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw170727_010430.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw170729_185629.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw170809_082821.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw170814_103043.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw170817_124104.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw170818_022509.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw170823_131358.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190408_181802.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190412_053044.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190413_052954.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190413_134308.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190421_213856.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190424_180648.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190425_081805.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190503_185404.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190512_180714.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190513_205428.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190514_065416.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190517_055101.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190519_153544.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190521_074359.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190527_092055.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190602_175927.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190620_030421.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190630_185205.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190701_203306.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190706_222641.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190707_093326.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190708_232457.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190719_215514.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190720_000836.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190725_174728.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190727_060333.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190728_064510.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190731_140936.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190803_022701.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190814_211039.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190828_063405.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190828_065509.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190910_112807.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190915_235702.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190916_200658.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190924_021846.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190925_232845.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190926_050336.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190929_012149.ini\n",
+      "/work/yifan.wang/2-jianyan/final_posterior/config/inference-gw190930_133541.ini\n"
+     ]
+    }
+   ],
+   "source": [
+    "prior = []\n",
+    "\n",
+    "for file in config:\n",
+    "    print(file)\n",
+    "    cp = WorkflowConfigParser([file]) \n",
+    "    #read in the range of comoving volume and A_mu\n",
+    "    vmin = float(cp.get('prior-comoving_volume','min-comoving_volume'))\n",
+    "    vmax = float(cp.get('prior-comoving_volume','max-comoving_volume'))\n",
+    "    amumin = float(cp.get('prior-parity_amu','min-parity_amu'))\n",
+    "    amumax = float(cp.get('prior-parity_amu','max-parity_amu'))\n",
+    "    dist = distributions.Uniform(v=(vmin, vmax),amu=(amumin,amumax))\n",
+    "    rvs = dist.rvs(size=10000)\n",
+    "    mpvinv_prior = Aeff_to_Mpvinverse(rvs['amu'],cosmology.redshift_from_comoving_volume(rvs['v']))\n",
+    "    prior.append(mpvinv_prior)\n",
+    "    #bins = np.linspace(0,20,20)\n",
+    "    #plt.figure()\n",
+    "    #plt.hist(mpvinv,density=True,bins=bins)\n",
+    "    #plt.xlim(0,20)\n",
+    "    #plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d2524b8e",
+   "metadata": {},
+   "source": [
+    "# Reweight the M_pv^{-1} samples by dividing by priors"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "8bd64d0a",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW150914\\_095045\n",
+      "analyzing GW151012\\_095443\n",
+      "analyzing GW151226\\_033853\n",
+      "analyzing GW170104\\_101158\n",
+      "analyzing GW170121\\_212536\n",
+      "analyzing GW170202\\_135657\n",
+      "analyzing GW170304\\_163753\n",
+      "analyzing GW170403\\_230611\n",
+      "analyzing GW170608\\_020116\n",
+      "analyzing GW170727\\_010430\n",
+      "analyzing GW170729\\_185629\n",
+      "analyzing GW170809\\_082821\n",
+      "analyzing GW170814\\_103043\n",
+      "analyzing GW170817\\_124104\n",
+      "analyzing GW170818\\_022509\n",
+      "analyzing GW170823\\_131358\n",
+      "analyzing GW190408\\_181802\n",
+      "analyzing GW190412\\_053044\n",
+      "analyzing GW190413\\_052954\n",
+      "analyzing GW190413\\_134308\n",
+      "analyzing GW190421\\_213856\n",
+      "analyzing GW190424\\_180648\n",
+      "analyzing GW190425\\_081805\n",
+      "analyzing GW190503\\_185404\n",
+      "analyzing GW190512\\_180714\n",
+      "analyzing GW190513\\_205428\n",
+      "analyzing GW190514\\_065416\n",
+      "analyzing GW190517\\_055101\n",
+      "analyzing GW190519\\_153544\n",
+      "analyzing GW190521\\_074359\n",
+      "analyzing GW190527\\_092055\n",
+      "analyzing GW190602\\_175927\n",
+      "analyzing GW190620\\_030421\n",
+      "analyzing GW190630\\_185205\n",
+      "analyzing GW190701\\_203306\n",
+      "analyzing GW190706\\_222641\n",
+      "analyzing GW190707\\_093326\n",
+      "analyzing GW190708\\_232457\n",
+      "analyzing GW190719\\_215514\n",
+      "analyzing GW190720\\_000836\n",
+      "analyzing GW190725\\_174728\n",
+      "analyzing GW190727\\_060333\n",
+      "analyzing GW190728\\_064510\n",
+      "analyzing GW190731\\_140936\n",
+      "analyzing GW190803\\_022701\n",
+      "analyzing GW190814\\_211039\n",
+      "analyzing GW190828\\_063405\n",
+      "analyzing GW190828\\_065509\n",
+      "analyzing GW190910\\_112807\n",
+      "analyzing GW190915\\_235702\n",
+      "analyzing GW190916\\_200658\n",
+      "analyzing GW190924\\_021846\n",
+      "analyzing GW190925\\_232845\n",
+      "analyzing GW190926\\_050336\n",
+      "analyzing GW190929\\_012149\n",
+      "analyzing GW190930\\_133541\n"
+     ]
+    }
+   ],
+   "source": [
+    "kde_mpv_inv =[]\n",
+    "mpv_inv_90 = []\n",
+    "\n",
+    "#I have to choose a range to accomordate the M_pv^{-1} distribution\n",
+    "#I use [0,10] at the moment, because there is support for M^pv{-1} > 10\n",
+    "\n",
+    "binmin = 0\n",
+    "binmax = 10\n",
+    "binnum = 1001\n",
+    "bins = np.linspace(binmin,binmax,binnum)\n",
+    "combine = np.ones(len(bins))\n",
+    "\n",
+    "def findtail(dist,bins,tail=0.9):\n",
+    "    '''\n",
+    "    Find the 0.9 tail for a M_pv^{-1} distribution given bins\n",
+    "    '''\n",
+    "    i = 0\n",
+    "    while  np.sum(dist[:i]) * (bins[2] - bins[1]) < tail:\n",
+    "        i = i+1\n",
+    "    return bins[i]\n",
+    "\n",
+    "for i in range(len(mpv_inv)):\n",
+    "    print('analyzing',labels[i])\n",
+    "    #read in the mpv_inv distribution and the prior distribution for the i-th event\n",
+    "    mpv_inv_data = mpv_inv[i]\n",
+    "    prior_data = prior[i]\n",
+    "    kde = stats.gaussian_kde(mpv_inv_data)\n",
+    "    prior_kde = stats.gaussian_kde(prior_data)\n",
+    "\n",
+    "    #reweight the M_pv^{-1}'s distribution to that with a uniform prior\n",
+    "    norm = np.sum(kde(bins)/prior_kde(bins))*(bins[2]-bins[1])\n",
+    "\n",
+    "    #stacking each posterior by multiplying one by one\n",
+    "    mpvinv =  kde(bins) / prior_kde(bins) / norm\n",
+    "    combine = combine * mpvinv\n",
+    "    mpv_inv_90.append(findtail(mpvinv,bins))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "059da61f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "mpv_inv_arg = np.argsort(mpv_inv_90)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "id": "a9fea623",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "GW190720\\_000836\n",
+      "GW190728\\_064510\n",
+      "GW190924\\_021846\n",
+      "GW190930\\_133541\n",
+      "GW170608\\_020116\n",
+      "GW190707\\_093326\n",
+      "GW190725\\_174728\n",
+      "GW190408\\_181802\n",
+      "GW190513\\_205428\n",
+      "GW190512\\_180714\n",
+      "GW190412\\_053044\n",
+      "GW190828\\_065509\n",
+      "GW190925\\_232845\n",
+      "GW151226\\_033853\n",
+      "GW190630\\_185205\n",
+      "GW190915\\_235702\n",
+      "GW190521\\_074359\n",
+      "GW170202\\_135657\n",
+      "GW190727\\_060333\n",
+      "GW190828\\_063405\n",
+      "GW190425\\_081805\n",
+      "GW151012\\_095443\n",
+      "GW190413\\_052954\n",
+      "GW170104\\_101158\n",
+      "GW170823\\_131358\n",
+      "GW190517\\_055101\n",
+      "GW190708\\_232457\n",
+      "GW190421\\_213856\n",
+      "GW190503\\_185404\n",
+      "GW190916\\_200658\n",
+      "GW170814\\_103043\n",
+      "GW170809\\_082821\n",
+      "GW170817\\_124104\n",
+      "GW190803\\_022701\n",
+      "GW150914\\_095045\n",
+      "GW190620\\_030421\n",
+      "GW190814\\_211039\n",
+      "GW190731\\_140936\n",
+      "GW190424\\_180648\n",
+      "GW170729\\_185629\n",
+      "GW190706\\_222641\n",
+      "GW170121\\_212536\n",
+      "GW190929\\_012149\n",
+      "GW170304\\_163753\n",
+      "GW190701\\_203306\n",
+      "GW190910\\_112807\n",
+      "GW190519\\_153544\n",
+      "GW170727\\_010430\n",
+      "GW190926\\_050336\n",
+      "GW170818\\_022509\n",
+      "GW190602\\_175927\n",
+      "GW190413\\_134308\n",
+      "GW190719\\_215514\n",
+      "GW190527\\_092055\n",
+      "GW170403\\_230611\n",
+      "GW190514\\_065416\n"
+     ]
+    }
+   ],
+   "source": [
+    "for i in mpv_inv_arg:\n",
+    "    print(labels[i])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "adad34be",
+   "metadata": {},
+   "source": [
+    "# Stacking Mpv^-1 and plot the figure"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 52,
+   "id": "overall-exhibit",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190720\\_000836\n",
+      "analyzing GW190728\\_064510\n",
+      "analyzing GW190924\\_021846\n",
+      "analyzing GW190930\\_133541\n",
+      "analyzing GW170608\\_020116\n",
+      "analyzing GW190707\\_093326\n",
+      "analyzing GW190725\\_174728\n",
+      "analyzing GW190408\\_181802\n",
+      "analyzing GW190513\\_205428\n",
+      "analyzing GW190512\\_180714\n",
+      "analyzing GW190412\\_053044\n",
+      "analyzing GW190828\\_065509\n",
+      "analyzing GW190925\\_232845\n",
+      "analyzing GW151226\\_033853\n",
+      "analyzing GW190630\\_185205\n",
+      "analyzing GW190915\\_235702\n",
+      "analyzing GW190521\\_074359\n",
+      "analyzing GW170202\\_135657\n",
+      "analyzing GW190727\\_060333\n",
+      "analyzing GW190828\\_063405\n",
+      "analyzing GW190425\\_081805\n",
+      "analyzing GW151012\\_095443\n",
+      "analyzing GW190413\\_052954\n",
+      "analyzing GW170104\\_101158\n",
+      "analyzing GW170823\\_131358\n",
+      "analyzing GW190517\\_055101\n",
+      "analyzing GW190708\\_232457\n",
+      "analyzing GW190421\\_213856\n",
+      "analyzing GW190503\\_185404\n",
+      "analyzing GW190916\\_200658\n",
+      "analyzing GW170814\\_103043\n",
+      "analyzing GW170809\\_082821\n",
+      "analyzing GW170817\\_124104\n",
+      "analyzing GW190803\\_022701\n",
+      "analyzing GW150914\\_095045\n",
+      "analyzing GW190620\\_030421\n",
+      "analyzing GW190814\\_211039\n",
+      "analyzing GW190731\\_140936\n",
+      "analyzing GW190424\\_180648\n",
+      "analyzing GW170729\\_185629\n",
+      "analyzing GW190706\\_222641\n",
+      "analyzing GW170121\\_212536\n",
+      "analyzing GW190929\\_012149\n",
+      "analyzing GW170304\\_163753\n",
+      "analyzing GW190701\\_203306\n",
+      "analyzing GW190910\\_112807\n",
+      "analyzing GW190519\\_153544\n",
+      "analyzing GW170727\\_010430\n",
+      "analyzing GW190926\\_050336\n",
+      "analyzing GW170818\\_022509\n",
+      "analyzing GW190602\\_175927\n",
+      "analyzing GW190413\\_134308\n",
+      "analyzing GW190719\\_215514\n",
+      "analyzing GW190527\\_092055\n",
+      "analyzing GW170403\\_230611\n",
+      "analyzing GW190514\\_065416\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig = plt.figure();\n",
+    "ax = fig.add_subplot(111)\n",
+    "\n",
+    "for i in range(len(mpv_inv)):\n",
+    "    print('analyzing',labels[mpv_inv_arg[i]])\n",
+    "    #read in the mpv_inv distribution and the prior distribution for the i-th event\n",
+    "    data = mpv_inv[mpv_inv_arg[i]]\n",
+    "    prior_data = prior[mpv_inv_arg[i]]\n",
+    "    #kde the distribution\n",
+    "    kde = stats.gaussian_kde(data)\n",
+    "    prior_kde = stats.gaussian_kde(prior_data)\n",
+    "\n",
+    "    #reweight the M_pv^{-1}'s distribution to that with a uniform prior\n",
+    "    norm = np.sum(kde(bins)/prior_kde(bins))*(bins[2]-bins[1])\n",
+    "    \n",
+    "    #plot the most stringent six events with colored lines, and the rest with grey\n",
+    "    if i < 7:\n",
+    "        ax.plot(bins, kde(bins)/prior_kde(bins)/norm,label=labels[mpv_inv_arg[i]])\n",
+    "    elif i == 7:\n",
+    "        ax.plot(bins, kde(bins)/prior_kde(bins)/norm,color='black',alpha=0.1,label='other 3-OGC events')\n",
+    "    else:\n",
+    "        ax.plot(bins, kde(bins)/prior_kde(bins)/norm,color='black',alpha=0.1)\n",
+    "        \n",
+    "#norm_combine = combine / ( np.sum(combine) * (bins[2] - bins[1]) )   \n",
+    "#ax.plot(bins, norm_combine,label='Combined result',color='black')\n",
+    "ax.set_xlim(0,3)\n",
+    "ax.axvline(1.14,0,10,linestyle='--',color='black',alpha=0.7,label='$90\\%$ upper limit')\n",
+    "ax.set_xlabel(r'$M_\\mathrm{PV}^{-1}~[GeV^{-1}]$')\n",
+    "ax.set_ylabel('Probability Densitiy')\n",
+    "ax.legend()\n",
+    "fig.savefig('0918mpv.pdf',bbox_inches='tight')"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6a765fdc",
+   "metadata": {},
+   "source": [
+    "# Test plot"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 42,
+   "id": "6f81d98e",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190720\\_000836\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190728\\_064510\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190924\\_021846\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190930\\_133541\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW170608\\_020116\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190707\\_093326\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190725\\_174728\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190408\\_181802\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190513\\_205428\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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hrM2x6xsMxiqVioIgUKPR8F0KAAA7abeTyAJMg45Mjq6xdg0AgM0jrM3BNOjvKpWKwjDU5eUlfdcAANgwwtoczjmZGWFNo8D66NEj9ft9WnkAALBhhLU5xmENI8ViUcViUY1GQ/1+33c5AADsDMLaHMPhcOc3F0yr1+syM33+/JnpUAAANoQ0Mgcja18LgkD1el29Xk+Xl5e+ywEAYCcQ1uYgrM1WLBZVq9XUbDZplgsAwAZEvgtIq+FwqDAMfZeRSrVaTf1+X1dXVwrDUKVSyXdJAABsLcLaHIysLVav1zUYDHRxcaEgCFQoFHyXBADAVmIadI7hcEhYW8DMdHBwoCiKdH5+znFUAACsCWFtDuccu0HvEASBHj9+rCAIdH5+TksPAADWgDQyB9OgyYwDmySdnZ1pMBh4rggAgO1CWJuBo6aWE0WRHj9+LOeczs7Obv/9AADAwxHWZhg3fGUaNLlcLqeDgwMNBgOdnZ3RNBcAgBUhjcwwDhqMrC0nn89rf3+fprkAAKwQYW2G8TQeI2vLKxaLqlarajabarVavssBACDzEvdZM7MjSXVJF/HHE+fcz8vczMzqko4kPYuvcyjpRNI/nHMXy1xrnRhZe5haraZut6vLy0sVCgVCLwAAD5AorJnZa0lnzrkfJh8zs8PJx+64Rl3S351zx1OP/yTpg5n9JS2BjbD2MGamer2u09NTXV5ean9/33dJAABk1p1DHmZ2KOloOpTFoevvcQhL4kjSyxmv/4dGI2z/mfA6a8c06MNFUaRqtapWq6VOp+O7HAAAMitJGnkl6d2c5040CmFJnGgUylKPkbXVqFarCsNQV1dXvksBACCzkoS1lxoFrVlOJH2T5EbOuZ+dc/szpjpfxB/nBcKNo8/aapiZ9vb21Ov11Gw2fZcDAEAmJQlrzyWdzXnuRL+Hrfs6lvTWOTcvEG7c+PQCwtrDlUol5fN5NRoNeq8BAHAPq1iUVb/PJ5nZYby54Gfn3KsFrzsys/dm9v709PS+NS6Fo6ZWq1araTAY0MoDAIB7WLgbdGIzwMWqbjjRvuOxpH9r/hSrJMk591bSW0l68eLFRoZmhsMhYW2FCoWCcrmcrq+vVS6XfZcDAECmJO6ztirxmrXJFiBvzOyVcy7R2rdNcM6xE3TFarWazs/P1Wq1VCqVfJcDAEBmLEwkE5sB6mus4Vijlh6v13iPpTANunrFYlFRFKnRaPguBQCATHno8FFdD5wijQPhRyVvAbJ2TIOuR7VaVb/fp+8aAABLSBLW3ml0PNQsB5LeJ7mRmf26YPTsXFJ9iQa7a8U06HqUSiUFQaCbmxvfpQAAkBlJEslHzW9meyjpp7suEIewRQ1xDyVdpOm4KUbWVs/MVKlU1G63NRgMfJcDAEAmJAlrbzSjl1ocwJ5L+nHGc18EsziEvZ0+F3TiOoezruPLcDhkZG1NxrtBGV0DACCZOxNJ3Kz27YwpzNeSjqdHw8zsg6Rfzez59OvN7M2MW/xT0sdFvdY2jZG19QnDUKVSSc1mkya5AAAkkKh1h3PuOG5O+71GGwqeSfrFOffzjJe/04yNB865EzM7ngp9h5L+7Zz77h61rwXngq5fuVxWq9VSu92mjQcAAHdI3Gctbk6b5HXHGrXjmPXcxbzn0mJ8LijToOtTKBQURZFubm4IawAA3IFEMoWRtc0ol8vqdrvq9/u+SwEAINUIa1PGI2uEtfUaj6g1m03PlQAAkG6EtSnjkTWmQdcrDEMVi0U2GgAAcAcSyRSmQTenXC5rOBxyogEAAAsQ1qYwDbo5xWJRYRjScw0AgAUIa1OYBt2scrmsTqfDiQYAAMxBIpnCNOhmjU80YKMBAACzEdamMA26WWEYqlAoENYAAJiDsDbFOccU6IaVy2UNBgN1u13fpQAAkDqkkimcC7p5xWJRZsboGgAAMxDWpgyHQ8LahpnZ7Xmh9FwDAOBLhLUpTIP6USqV5JxTq9XyXQoAAKlCKpnCNKgf+XxeURQxFQoAwBTC2pThcMjImicc7g4AwNdIJVMYWfOHnmsAAHyNsDaFDQb+BEHA4e4AAEwhrE1hg4FfHO4OAMCXSCUTOGrKv/Hh7kyFAgAwQlibwFFT6VAqldRutzncHQAAEda+MB5ZYxrUr/FGA3quAQBAWPsC06DpEEWR8vk8U6EAAIiw9oUgCFStVhVFke9Sdl65XFa/3+dwdwDAziOsTQjDUHt7e4S1FCiVShzuDgCACGtIKTNTqVTicHcAwM4jrCG1yuUyh7sDAHYeYQ2pxeHuAAAQ1pByHO4OANh1hDWkWqlUksTh7gCA3UVYQ6qFYahisci6NQDAziKsIfXK5bIGg4Ha7bbvUgAA2DjCGlKvUCgoCAKmQgEAO4mwhtQzM5XLZbXbbQ2HQ9/lAACwUYQ1ZML4cHdG1wAAu4awhkzgcHcAwK4irCEzONwdALCLCGvIjGKxyOHuAICdQ1hDZgRBcHu4OxsNAAC7grCGTKlUKnLOMboGANgZhDVkSi6XY6MBAGCnENaQOZVKRf1+X51Ox3cpAACsHWENmVMsFhUEgW5ubnyXAgDA2hHWkDmTJxoMBgPf5QAAsFaENWRSpVKRJEbXAABbj7CGTArDUMViUc1mU8453+UAALA2hDVkVrVa1XA4ZGcoAGCrEdaQWfl8XrlcjqlQAMBWI6wh06rVqvr9vtrttu9SAABYC8IaMq1YLCoMQ0bXAABbi7CGTDMzVSoVdTod9Xo93+UAALByUdIXmtmRpLqki/jjiXPu52VvaGbfS3os6Xn80Jv7XAcYK5fLajQaur6+1v7+vu9yAABYqURhzcxeSzpzzv0w+ZiZHU4+lvA6/3DOXcR/fi7pv83sb86575YrHRgJgkDlclk3Nzfa29tTGIa+SwIAYGXunAY1s0NJR9OhzDl3LOnvZlZPcqN4ZO7NOKjF1/go6TtJ35rZt0vUDXyhWq1KokkuAGD7JFmz9krSuznPnUg6SnivZ865k+kHnXPvNJpafZXwOsBXwjBUqVSiSS4AYOskCWsvNQpls5xI+ibhvb43s5/mPPde0ouE1wFmqlQqNMkFAGydJGHtuaSzOc+dKHnImjc6J0kHks4TXgeYKZ/PK5/PMxUKANgqq2jdUU/yIufcNws2ETzX4jAHJFKpVGiSCwDYKgvD2sTmgYt1FRBvPJCk1/OeN7P3Zvb+9PR0XWVgS5RKJYVhqOvra9+lAACwEl6b4sZh8LWk72ZtPpAk59xb59wL59yLp0+fbrQ+ZFO1WlW321W32/VdCgAAD7YwrE202aiv6f4/STqmKS5WqVwuy8xYuwYA2AoPHVmr655TpHGD3J+cc28fWAPwhfERVK1WS4PBwHc5AAA8SJKw9k7SsznPHWjUdmMp8ZFTvxLUsC6VSkUSTXIBANmXJKx9lHQ457lDjaYyE4tPKriYDmpm9nKZ6wCL0CQXALAtkoS1N5rRSy3eHPBc0o8znpsZ7saBbM6IWtLmukAi4ya5rVbLdykAANzbnQe5O+dOzOytmb2OzwMde63R5oCLydeb2QdJz83sL/HZn+PHn2t0pNS/ps4BPdBo7Vv93n8LYIZ8Pq9cLqebmxuVy2Xf5QAAcC93hjVpdGh73O/se402FDyT9MucXZzvNHvjwX/Hj887sP14zuPAvZXLZV1eXqrb7Sqfz/suBwCApSUKa9LcqctZrzvWjODlnNtfoi5gJcrlsq6urnRzc0NYAwBkktemuMC6mZnK5bLa7baGw6HvcgAAWBphDVuvUqnIOadms+m7FAAAlkZYw9aLokj5fJ6eawCATCKsYSdUKhUNBgO1223fpQAAsBTCGnZCsVhUGIZMhQIAMoewhp0wudGA80IBAFlCWMPOGDfGZe0aACBLCGvYGWEYqlgscl4oACBTCGvYKZwXCgDIGsIadkqhUFAURWw0AABkBmENO6dSqajb7arX6/kuBQCAOxHWsHNKpZLMjI0GAIBMIKxh5wRBoFKppFarxXmhAIDUI6xhJ43PC2WjAQAg7Qhr2Em5XI7zQgEAmUBYw86qVCrq9/ucFwoASDXCGnbW+LzQ6+tr36UAADAXYQ07y8xUrVbV7XbV7XZ9lwMAwEyENey0crmsIAgYXQMApBZhDTvNzFSpVNRut9Xv932XAwDAVwhr2HmVSkVmxugaACCVCGvYeUEQqFwuq9lsajAY+C4HAIAvENYASdVqVWamRqPhuxQAAL5AWAMkhWGoSqWiZrPJ2jUAQKoQ1oAYo2sAgDQirAGxIAhUqVTUarUYXQMApAZhDZgwHl27urryXQoAAJIIa8AXgiBQtVpVu93mVAMAQCoQ1oAp1WpVQRAwugYASAXCGjDFzFSr1dTtdtXpdHyXAwDYcYQ1YIZyuawwDBldAwB4R1gDZjAz7e3tqdfrqdVq+S4HALDDCGvAHKVSSVEUqdFoyDnnuxwAwI4irAEL7O3tqd/vM7oGAPCGsAYsUCwWlc/nGV0DAHhDWAPusLe3p8FgoJubG9+lAAB2EGENuEM+n1ehUND19bWGw6HvcgAAO4awBiSwt7en4XDI6BoAYOMIa0ACuVxOpVKJ0TUAwMYR1oCEarWanHNqNBq+SwEA7BDCGpBQFEWqVCpqNpsaDAa+ywEA7AjCGrCEarUqSRxDBQDYGMIasIQwDFWpVNRqtdTr9XyXAwDYAYQ1YEnValVBELB2DQCwEYQ1YElBEKharardbqvb7fouBwCw5QhrwD1UKhWFYcjaNQDA2hHWgHswM9VqNXW7XbXbbd/lAAC2GGENuKdyuawoihhdAwCsFWENeIC9vT31+32OoQIArE2U9IVmdiSpLuki/njinPv5Pjc1s7qk15J+ue81gDQoFosqFAq6urpSsVhUGIa+SwIAbJlEYc3MXks6c879MPmYmR1OPpbgOm8kHUj6t6QjSb8sWS+QOo8ePdLp6amurq60v7/vuxwAwJa5M6yZ2aGkI+fcF9+FnHPHZvbZzN465y6S3Mw592riuq+XLRZIoyiKVK1W1Wg0VCqVVCwWfZcEANgiSdasvZL0bs5zJxqNkAE7rVqtKpfL6eLignNDAQArlSSsvdQolM1yIumb1ZUDZJOZaX9/X845ff78Wc453yUBALZEkrD2XNLZnOdOJL1YXTlAdkVRpHq9rm63q4uLC9/lAAC2ROLdoAvUV3ANYCuUSiUNBgNdXV3JzFSv132XBADIuIVhLW6xIY3adXgRtww5kqQ//vGPvsoAEqtWq3LOqdFoyDmner0uM/NdFgAgo1LfFNc599Y598I59+Lp06e+ywESqdVq2tvbU6vV0vn5OWvYAAD3tjCsTbTkqK+9EmDLVKtV1et1dTodffr0iV2iAIB7eejIWl0ep0iBtCuXy3r8+LH6/b4+ffqkfr/vuyQAQMYkCWvvJD2b89yBpPerKwfYPoVCQU+ePJFzTp8+fVKv1/NdEgAgQ5KEtY+SDuc8dyjpp9WVA2ynXC6np0+fysx0dnbGCBsAILEkYe2NZvRSi3eKPpf044zn5oU7YGeFYajHjx9LEpsOAACJ3RnWnHMnkt7OOMvztaTj6XNBzeyDpF/N7HmC+x8kLRTYBlEUaX9/X/1+n8a5AIBEEjXFjQ9tPzKz7zXaUPBM0i/OuZ9nvPyd5mw8iD//rxqNyEnSazP7TqOTEL4KfsA2KhQK2tvb09XVlQqFgsrlsu+SAAApZlmainnx4oV7/579DNgO492hT58+VRiGvssBAHhkZh+cczOP8Ex9U1xgW9XrdTnndHl56bsUAECKEdYAT6IoUrVaVbvdVqfT8V0OACClCGuAR9VqVWEYMroGAJiLsAZ4ZGZ69OiR+v2+bm5ufJcDAEghwhrgWbFYVKFQUKPR0HA49F0OACBlCGtACuzt7Wk4HOr6+tp3KQCAlCGsASmQy+VULpd1c3OjwWDguxwAQIoQ1oCUqNVqkqSrqyvPlQAA0oSwBqREGIaqVqtqtVrqdru+ywEApARhDUiRarWqIAgYXQMA3CKsASliZqrVaup2u2q3277LAQCkAGENSJlKpaIoinR1daUsnd0LAFgPwhqQQnt7e+r3+2o2m75LAQB4RlgDUohGuQCAMcIakFLjRrmNRsN3KQAAjwhrQErlcjlVKhXd3NzQygMAdhhhDUixvb09hWGoi4sLNhsAwI4irAEpZmaq1+vq9/v0XgOAHUVYA1KuUCioWq3q5uaG3aEAsIMIa0AG7O3tqVAo6PLyUr1ez3c5AIANIqwBGbG/v68gCHR2dqZ+v++7HADAhhDWgIwIgkCPHz+WJJ2dnWkwGHiuCACwCYQ1IEOiKNLjx4/lnNOnT58YYQOAHUBYAzIml8t9EdjowQYA242wBmRQLpfTkydPZGY6OztTu932XRIAYE0Ia0BGRVGkp0+fKpfL6fz8nGOpAGBLEdaADBtvOiiXy2o0Gjo/P+ekAwDYMoQ1IOPGpxw8evRI7XZbp6en7BQFgC1CWAO2RKVS0ePHjzUcDnV6eso6NgDYEoQ1YIsUCgU9efJEYRiyjg0AtgRhDdgyURTpyZMnt+vYzs7ONBwOfZcFALgnwhqwhcbr2Or1urrdrk5PT9XpdHyXBQC4B8IasMXK5fIX/dguLy/ZLQoAGUNYA7ZcLpfT06dPVa1WdXNzo99++02tVst3WQCAhAhrwA4wM+3t7enJkycKgkCfP3/W6empWq0WI20AkHKR7wIAbE4+n9fTp0/VarXUaDT0+fNnBUGgUqmkYrGoQqHgu0QAwBTCGrCDSqWSSqWSOp2Obm5u1Gw2dXNzoyAIlMvlVCgUlM/nlcvlZGa+ywWAnUZYA3ZYoVBQoVCQc06dTkftdlvdbldXV1eSRtOnk+Etn88T3gBgwwhrAGRmKhaLKhaLkqThcKhut6tut6tOp3PbXHf8ulKppEKhQHADgA0grAH4ShAEM8Nbu91Wu91Wq9WSmalcLqtcLiuXy3muGAC2F2ENwJ2mw1un01Gr1bpd65bL5VSpVFQqlRhtA4AVI6wBWNp4rdve3p5arZZubm50cXGhq6srlUolVSoVRRFfXgBgFfhqCuDegiBQpVJRpVJRt9v9YmdpoVBQuVxWsVhktA0AHoCwBmAlxrtFh8PhbWAb93Ebb0pgNykALI+wBmClgiBQtVpVtVpVp9NRs9m8Xd8WBMHtFGqhUFAYhr7LBYDUI6wBWJtZfdzGmxMkKYqiL8Ibo24A8DXCGoC1m+7j1u/3b4PbeMrUzJTP52+DG+1AAGCEsAZg46Ioup0qdc7dNt/tdDq3pycwZQoAI4Q1AF6Z2W0gk0YNeMfBbdyAV2LKFMDuIqwBSJUgCG4PmpekXq93G94mp0yjKFIul1Mul1MURQrDUGEYEuIAbJ3EYc3MjiTVJV3EH0+ccz8ve8NVXQfAbhgHsukp016vp3a7rWaz+dXnmNnM0DbvsTAMbwNfFEW3vyf4AUiDRGHNzF5LOnPO/TD5mJkdTj62qesA2E3TU6aSNBgM1O/3NRgMNBwO5Zy7/TU2+ftpzjn1+321Wi0Nh8MvnhsHt+lfQRCs/i8HAHPYoi9ikmRmh5I+OOf2Zzz3WdKfnXMXd95oBdd58eKFe//+/V23AoB7GQ6H6vf7M39NmhyBm/zFJggA92VmH5xzL2Y9l2Rk7ZWkd3OeO5F0JCnJqNiqrgMAaxEEwe1JDJOcc7cjeJO/pkfjxmvpZv1iShXAfSUJay+1OGR9o2Qha1XXAYCNmgxh08ajcb1e7zbEdbvd212sY2EYKggCBUEwd03dvHvf98/j+0zec9bvAaRbkrD2XNK/5jw3HhFLYlXXAYDUWDQaNz0SN15TN/54l+nXLPvnpGaFuOnn533evMeXqWX6tePrToba6d9Pft7kx1mPzfq46O9w12PL/D7Jx6SB+b7v70Ot4r6L/o73eQ8eet8k15/33vqwitYd9RVcY5XXAQDvzOx2J6svk8Fw2d9PXmPWdefdb5b7fKNbFMDmXX9RsJv+uKjm6Y0mi0Jxkt8j+w4ODm5PYPFhYVgzs3r824uH3OQh14lbfRxJ0h//+MeHlAEAO2XclmTbjIOQ79GOJBaN8N0VQu+yyb//Q+51198v6Q8Ey/473bULfJn7zVoCsUmpb4rrnHsr6a002g3quRwAgGdZCGlj80b0gGUsbBY00Uqj/pCbrOo6AAAAu+ahnR3reuAU6YqvAwAAsFWShLV3kp7Nee5AUtIutau6DgAAwM5IEtY+Sjqc89yhpJ8S3mtV1wEAANgZScLaG0lfHX8Q7/B8LunHGc/NCmVLXwcAAGDX3RnWnHMnkt7Gh7BPei3pePo8TzP7IOlXM3v+kOsAAAAgYesO59yxmR2Z2fcabQR4JukX59zPM17+TnM2DCx5HQAAgJ1nWeqy/OLFC/f+PfsQAADAdjGzD865r5aLSQ9v3QEAAIA1IqwBAACkGGENAAAgxQhrAAAAKUZYAwAASDHCGgAAQIoR1gAAAFIsU33WzOxU0v9s4FZPJH3awH2wPN6bdOP9SS/em3Tj/Um3Tbw//8c593TWE5kKa5tiZu/nNaaDX7w36cb7k168N+nG+5Nuvt8fpkEBAABSjLAGAACQYoS12d76LgBz8d6kG+9PevHepBvvT7p5fX9YswYAAJBijKwBAACkGGENAAAgxSLfBaSFmR1Jqku6iD+eOOd+9lgSJpjZ95IeS3oeP/SG9yedzOwX59w3vuvA7+Kvb88mHjpzzv3gqx6MTHxdq8cP/cr7snlmVpf0WtIvi76v+MwJhDVJZvZaU1+8zOy1mR3yH8e/+P35h3PuIv7zc0n/bWZ/c85957U4fMHMvpX00ncd+J2Z/STp386548nHzOzIOceidk/M7I2k1865k4nHXvLDzubE78GBpH9LOpL0y4LXes0JO7/BwMwOJX1wzu3PeO6zpD+PQwI2L/5J5t3kF7T48Zca/cf6jhG2dIh/Ov2npG+dc+a5HOj2G0zdOfdq6vHPkv6L/zt+xF+/6rP+/eP37Bfn3LvNV7a7zMxpzveTNOQE1qxJryTN+09xolHahj/PpoOaJMVfyC40ev+QDkeS/uW7CIzE32C+12h65wvOuX2CmlffaPT1a5Z/6/flHkgH7zmBsDaasvkqDMRONPpPBX++j6dxZnkvieNZUiCemh4HaKTDK43W1Mz7+gZ/zjQjRMe+kfRxg7Xgbt5zAmFt9BPM2ZznTkQY8G3RVMCBpPNNFYKFXjrn+AaTLi8Vf9M3s7qZfRuPtsG/t5IOzezX+AcdSbc/9Igp0NTxnhMIa3er+y5glznnvlmwiWA8mgOP4nWFLFRPn+eSzic2fbyTVI83FxDaPIrXN/1fjX7g/BAvVP9W0uH0+kJkQn3dN9jp3aDxgmiJqZvMiQOCNH8qARsQf9M/ZxNOah1IupgYqfloZscaBQQ2T3nknPtoZn+W9P80Wlt4Iond7SmTlpzAyBoyZ6Inznesx/HuWxaqp8/EN5jn01Nq8f+ZE0l/33Rd+F085fl3SX/WKKSNR9m+9VoYUmmnw9rET5V1j2VgeT9JOiYk+BV/U+E9SKGJr23z1hGeSCIUeDIOas65Y+fcRfy17M8aTVX/RGBLj7TkhJ0OawnUxRRpqsQ9iH6imadf8cjNASObqXah+RtwziWxbs2ff0r6r8kH4tD2jUbrP//ppSrcR10byAk7vWYt9k5fHsMy6UCj9hBIgfholl8JaqlwJOmvZvaXqccPpdvO4NIoWLMJxI8Tjb6GzXOxoTowYTxFPW+9oHPulZn9p5nVWVOYGt5zAmFtNE0wrwHhoaQ3c57DBsXTAhfTQc3MXhIGNm/e8SrjnYfsaEuFf2l+0+hD8YNomp0Q1FLFe05gGnT0j/xVj5T4p5/nkn7cdEH4Unw0i+aMqNG0GJht3Mtr1nTnS7GT2os4hNXntU+Jv/ewvCBdvOeEnQ9r8Zqbt/FaqEmvNVrEfrH5qjAWL8R9Ff/+24lfR/G0aN1rgZh2IH2xGxGexF+7jjX1U388Rf2WEWmvvtFoI8EXgS3+81fr2bAxM5cNpCEn7PxB7mNx3666Rus4nkn6N7sN/YsPya0veMnxvCk5bE48/fk3jUZs6hpNG5xodFj4hb/KEH9tm1xb+IF1n/5NtCCSfl8/eMbXs82Jf+D/q0ajY4cavQ/vNfra9VUI85kTCGsAAAAptvPToAAAAGlGWAMAAEgxwhoAAECKEdYAAABSjLAGAACQYoQ1AACAFCOsAQAApBhhDQAAIMUIawAAAClGWAMAAEix/w+Xzk3/XQ6MBQAAAABJRU5ErkJggg==\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190512\\_180714\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190412\\_053044\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190828\\_065509\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190925\\_232845\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW151226\\_033853\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190630\\_185205\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190915\\_235702\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190521\\_074359\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW170202\\_135657\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190727\\_060333\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190828\\_063405\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190425\\_081805\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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uAQDOAklkA2sth7jHWC6Xk+d5jK4BAE4eSWQDjpqKN2OMcrmcBoOBBoOB63IAANgbksgGNMSNv2w2qyAI1Gg0luEaAIBTQxLZgLAWf8YYFQoFjcdjdTod1+UAALAXQdQnGmNeSypJqs8/X1trf9z2BY0x30m6kPRy/tD3T7nPvhHWjkMqlVIymVSr1VImk+H9AgCcnEhhzRjzVtKdtfafq48ZY16sPhbxPv+w1tbnf38p6X+MMX+z1n6zXen7RVg7HsViUZ8+fVKz2VSpVHJdDgAAO/VoEjHGvJD0+n4os9a+kfR3Y0wpygvNR+a+XwS1+T1+kfSNpK+NMV9vUffeEdaORxAEyuVy6na7bDYAAJycKEnkW0nvN1y7lvQ64mt9Ya29vv+gtfa9ZlOr30a8z0EsGuLSFPc45PN5BUGger3OZgMAwEmJEta+1CyUrXMt6auIr/WdMeaHDdc+SHoV8T4HwekFx8UYo1KppMlkwrmhAICTEiWsvZR0t+HataKHrE2jc5JUkVSNeJ+D4PSC45NIJJTNZtVutzUcDl2XAwDATuwijZSiPMla+9UDmwheakOYM8a8NsZ8MMZ8uLm5eWKJ2+P0guNUKBTk+75qtRrToQCAk/BgGlnZPFDfVwHzjQeS9HbddWvtO2vtK2vtq6urq32V8TuMrB0nY4zK5bImk4kajYbrcgAAeDanaWQeBt9K+mbd5gOXCGvHK5FIKJ/Pq9vtqtfruS4HAIBneTCNrLTZKO3p9X+Q9CauTXEJa8crn88rkUio0WhoMpm4LgcAgCd7bhop6YlTpPMGuT9Ya989s4ads9ayZu0ElMtlWWtZvwYAOGpR0sh7SV9suFbRrO3GVuZHTv0ax6Am0RD3VPi+r3K5rOFwqGaz6bocAACeJEoa+UXSiw3XXmg2lRnZ/KSC+v2gZoz5cpv77BNh7XSkUinlcjl1Oh3WrwEAjlKUNPK91vRSm28OeCnp32uurQ13i0C2YUQtanPdvSOsnZbF+rV6va7xeOy6HAAAtvJoGpnv0nw3X2O26q1mmwPqqw8aYz5K+nV+SPvq4y81P1LKGPP1ysfr+bRo6en/M3aLsHZaFu08jDGqVqusXwMAHJUgypOstW9WQlVdszVsP23Yxfle6zce/M/88U0Htr+JUsshLMIax02djsX6tbu7O9XrdZXLZdclAQAQSaSwJm2culz3vDdaE7ystUfz05GRtdOUTCaVz+fVarWWR1MBABB3pJE1rLUyxjCydoLy+bySyaSazaZGo5HrcgAAeBRhbQ0a4p62crksz/NUrVaXo6gAAMQViWQNwtpp8zxveX5ovV53XQ4AAA8ikaxBWDt9iURCxWJR/X5f7XbbdTkAAGxEIlmDsHYestmsUqmUms2mhsOh63IAAFiLRLIGYe18lEolBUGgWq3G+jUAQCyRSNYgrJ2Pxfq16XSqWq3muhwAAH6HRHIPDXHPTxiGKhaLGgwGarVarssBAOAzhLV7aIh7njKZjDKZjFqtlgaDgetyAABYIpHcQ1g7X8ViUWEYqlaraTKZuC4HAABJhLXfWRzyTVg7P4sD36219F8DAMQGieQeRtbOWxAEy/Vr9F8DAMQBieQewhoymYzS6TT91wAAsUAiuYewBmnWf833ffqvAQCcI5HcQ481SLP1a5VKRdPplPVrAACnSCX3ENawEIah8vm8+v2+Op2O63IAAGeKVHIPYQ2rcrnc8vzQ0WjkuhwAwBkildwznU45vQCfKZVK8jxPtVpt2doFAIBDIazdw8ga7vM8T6VSSePxWI1Gw3U5AIAzQyq5h7CGdZLJpPL5vLrdrnq9nutyAABnhFSywloray1hDWvl83klEgnV63WNx2PX5QAAzgSpZAVHTeEx5XJZxhjWrwEADoZUsoKGuHiM7/sqlUoajUZqtVquywEAnAFSyQrCGqJIpVLKZrNqt9vq9/uuywEAnDhSyYpEIqE//vGPSiaTrktBzBUKBYVhqHq9rslk4rocAMAJI6wBT2CMUblclrWW46gAAHtFWAOeKAgCFYtFDQYD1q8BAPaGsAY8QyaTUTqdVqvV0nA4dF0OAOAEEdaAZyqVSgqCQLVabblJBQCAXSGsAc+0WL82nU5ZvwYA2DnCGrADYRiqUCio3++r0+m4LgcAcEIIa8COZLNZpVIpNZtNjUYj1+UAAE4EYQ3YoVKpJM/zOI4KALAzhDVghzzPU7lc1ng8VqPRcF0OAOAEENaAHUskEsrn8+p2u+p2u67LAQAcOcIasAf5fF6JREKNRkPj8dh1OQCAI0ZYA/akXC7LGMP6NQDAsxDWgD3xfV+lUkmj0UjNZtN1OQCAI0VYA/YolUopm82q0+mo3++7LgcAcIQIa8CeFQoFhWGoer3O+jUAwNYIa8CeGWNUqVQkifVrAICtEdaAA2D9GgDgqQhrwIGkUinlcjl1Oh31ej3X5QAAjgRhDTigRf811q8BAKIirAEHZIyh/xoAYCuENeDAfN9XuVzWaDTi/FAAwKMIa4ADyWSS80MBAJEQ1gBH8vm8kskk54cCAB5EWAMcWqxfq1arrF8DAKxFWAMc8jxP5XJZ4/FY9XrddTkAgBgirAGOLdav9Xo9dTod1+UAAGKGsAbEwGL9WrPZ1HA4dF0OACBGCGtATJTLZXmep2q1qslk4rocAEBMENaAmPA8TxcXF7LW0jAXALBEWANiJAgClctlDYdDGuYCACQR1oDYSaVSy4a5bDgAABDWgBjK5/NKpVJqNBrq9/uuywEAOERYA2KqXC4rDEPVajV2iALAGSOsATFljNHFxcVyhyhHUgHAeSKsATG22CEqSdVqVdPp1HFFAIBDI6wBMRcEgSqViiaTie7u7ghsAHBmCGvAEUgkEqpUKhqPxxz6DgBnhrAGHIlkMrnswXZ3d0dgA4AzQVgDjkgqlVoGNkbYAOA8ENaAI5NOp1UulzUYDAhsAHAGCGvAEUqn0yqVSgQ2ADgDhDXgSGUyGQIbAJwBwhpwxDKZDFOiAHDiCGvAkWMNGwCcNsIacAIIbABwughrwIkgsAHAaSKsASeEwAYAp4ewBpwYAhsAnBbCGnCCCGwAcDoIa8CJWg1snCUKAMeLsAacsEVg4/B3ADhehDXgxK0Gtlqt5rocAMCWCGvAGUin0yoUCur3+2o2m67LAQBsIXBdAIDDyOVymkwmarfb8n1f2WzWdUkAgAgIa8AZKRaLmkwmajQa8n1fqVTKdUkAgEcwDQqcmXK5rDAMVavVNB6PXZcDAHgEYQ04M8YYVSoVGWNUrVY1nU5dlwQAeABhDThDvu+rUqloPB6rXq+7LgcA8ADCGnCmEomEisWi+v2+Wq2W63IAABsQ1oAzls1mlclk1Gq11O/3XZcDAFgj8m5QY8xrSSVJ9fnna2vtj095UWNMSdJbST899R4AdqNYLGo8HqtWq+nq6kpBwCZxAIiTSN+VjTFvJd1Za/+5+pgx5sXqYxHu872kiqSfJb2W9NOW9QLYMWOMyuWybm5uVK1WdXl5Kc9j0B0A4uLRsGaMeSHptbW2vPq4tfaNMaZmjHlnra1HeTFr7bcr9327bbEA9mOx4eD29lb1el2VSsV1SQCAuSi/Pn8r6f2Ga9eajZABOHJsOACAeIoS1r7ULJStcy3pq92VA8ClbDardDqtVqulwWDguhwAgKKFtZeS7jZcu5b0anflAHCtVCpxwgEAxMguVhGXdnAPADGxOOFAkmq1mqy1jisCgPP2YFibt9iQZu06nDDGvDbGfDDGfLi5uXFVBnBWfN9XuVzWaDTihAMAcCz2+/Otte+sta+sta+urq5clwOcjWQyqUKhoF6vp06n47ocADhbD4a1lZYcpb1XAiB2crmcUqmUGo2GhsOh63IA4Cw9d2StJIdTpAD2r1wuKwgCVatVTSYT1+UAwNmJEtbeS/piw7WKpA+7KwdA3KxuOLi7u9N0OnVcEQCclyhh7RdJLzZceyHph92VAyCOgiBQuVzWZDJRtVplhygAHFCUsPa91vRSm+8UfSnp32uubQp3AI5UMplUqVTScDhkhygAHNCjYc1aey3p3ZqzPN9KenP/XFBjzEdJvxpjXkZ4fQ4gBI5IOp1e7hAlsAHAYTx6kLu0PLT9tTHmO802FHwh6Sdr7Y9rnv5eGzYezP/9XzUbkZOkt8aYbzQ7CeF3wQ9A/ORyOVlrl+eHlkoltwUBwIkzx7T25NWrV/bDB/YzAHHQarXUarWUyWQIbADwTMaYj9batUd4RhpZA4D78vm8pFlom06nKpfLMsY4rgoATk/sTzAAEF/5fF7FYlH9fl+3t7f0YQOAPSCsAXiWbDarSqWi8Xism5sbTjoAgB0jrAF4tlQqpcvLS3mep9vbW7XbbdclAcDJIKwB2IkwDHV1daV0Oq1ms8m0KADsCGENwM4YY1Qul1UqlTQajfTp0yd1Oh3XZQHAUSOsAdi5TCajP/zhD0okEmo0Grq7u2OUDQCeiLAGYC9839fFxYWKxaKGwyGjbADwRIQ1AHuVzWYZZQOAZyCsAdi7xSjb4iB4RtkAIDrCGoCDub+WjR2jAPA4whqAg1odZVs00u33+67LAoDYIqwBcCKTyejq6kq+76tararRaMha67osAIgdwhoAZ3zf1+XlpbLZrDqdDpsPAGANwhoAp4wxKhaLqlQqGo1Gur291Wg0cl0WAMQGYQ1ALCzOF5Wk29tb9Xo9xxUBQDwQ1gDExuJ80TAMVavV1Gq1XJcEAM4R1gDEiud5uri4UCaTUavVUq1WY+MBgLMWuC4AAO4zxqhUKikIAjWbTY3HY1UqFfm+77o0ADg4RtYAxFYul1OlUtF4PGbjAYCzRVgDEGv3Nx7QQBfAuSGsAYi91Y0H1WpV7XbbdUkAcDCENQBHYbHxIJ1Oq9lsql6vs/EAwFlggwGAo2GMUblcVhAEarVaGo1Gy78DwKliZA3A0cnn86pUKppMJrq5uaGBLoCTRlgDcJRSqdRnDXQ5CB7AqSKsAThavu/r4uJCuVxOnU5Hnz590nA4dF0WAOwUYQ3AUTPGqFAo6PLyUsYY3d7eqtFoaDqdui4NAHaCsAbgJCQSCV1dXSmbzS5H2brdruuyAODZCGsAToYxRsViUVdXVwqCQPV6XTc3N0yNAjhqhDUAJycMQ11eXqpcLms6ner29la1Wk2TycR1aQCwNZoTAThZ6XRaqVRK7XZb7XZb/X5f2WxW+XxexhjX5QFAJIQ1ACfNGKN8Pq9MJqNms6l2u61ut6tCoaBMJuO6PAB4FNOgAM6C7/sql8ufrWf79OmTBoOB69IA4EGENQBnZbGerVKpyFqru7s73d3daTweuy4NANZiGhTAWUqlUkomk+p0Omq32/r06dNyPZvn8XssgPggrAE4W8YY5XI5ZTIZtVotdTod9Xo9FYtFpdNp1+UBgCSmQQFAnuepWCzqD3/4g4IgUK1WU7VapdUHgFggrAHAXBAEury8VKFQ0GAw0M3NjXq9nuuyAJw5whoA3JPL5Za7Rmu1mur1uqy1rssCcKYIawCwRhAEuri4UD6fV7fb5dgqAM4Q1gBgg0VD3cvLS1lrdXt7q3a77bosAGeGsAYAj0gkErq6ulI6nVaz2dTd3R2bDwAcDGENACLwPE/lclmlUknD4ZDNBwAOhrAGAFvIZDKftfio1WqaTqeuywJwwghrALAl3/eXLT56vZ5ubm44YxTA3hDWAOCJFi0+jDG6u7tTvV5nlA3AzhHWAOAZwjDU1dWVcrmcut2uPn36xFo2ADtFWAOAZzLGqFAo6OrqSr7vq1ar6e7uTuPx2HVpAE4AYQ0AdmQxylYsFjUajfTp0yc1Gg2mRgE8S+C6AAA4NdlsVul0Wq1WS51OR91uV7lcTtlsVp7H78gAtkNYA4A98DxPxWJR2WxWzWZzGdyy2SyhDcBWCGsAsEdBEKhSqWg0GqnVaqnVaqndbi9Dm+/7rksEEHOENQA4gDAMl6Gt3W4vP9LptLLZrBKJhOsSAcQUYQ0ADigMQ5XLZRUKheV6tl6vpzAMlU6nlclkmCIF8BnCGgA44Pu+CoWC8vm8ut2uut2ums2mms2mUqnU8oPgBoCwBgAOGWOW69fG4/FypK3f70uSksnkMrixvg04T4Q1AIiJIAhUKBRUKBQ0Go2Woa3RaKjRaCgMw2V4Y40bcD4IawAQQ2EYKgxDFQoFjcdj9ft99fv95cYEz/OWI27JZFLGGNclA9gTwhoAxFwQBMrlcsrlcppOpxoMBsvw1u12ZYxRMplUOp1WKpUiuAEnhrAGAEfE8zyl02ml02lZazUcDjUYDJZTpsaY5fVkMum6XAA7QFgDgCO1GFFLJpMqFAoaDofLDQrdbldBECyPvmJXKXC8CGsAcCISiYQSiYSKxaL6/b46nY4ajYaazeay+W4Yhq7LBLAlwhoAnJjVqdDRaKROp7McbUskEsrlckqlUq7LBBARYQ0ATlgYhiqVSioUCup2u+p0OqpWq8tNC+l0mg0JQMwR1gDgDHiep1wup2w2u2wBUq/X1Ww2l015WdcGxBNhDQDOyOoU6WAwUKfTUavVUrvdViaTUTabVRDwowGIE74iAeBMLXaSjsdjtdvt5TRpKpVSLpfjlAQgJghrAHDmgiBYrmvrdDrqdDq6vb1VGIbL1h+sawPcIawBACTN1rXl83nlcjn1ej3WtQExQVgDAHzGGKNMJqNMJqPBYKB2u71c10a/NuDwCGsAgI1W17V1Oh11u111u12FYahMJsPpCMABENYAAI8KgkDFYlH5fH7ZYHdxOkIymVQqlVIqlSK4AXtAWAMAROZ53nL92mg0Uq/XWx4iL/125FUymVQikWBjArADhDUAwJOEYagwDFUoFDQajdTv95dr3Nrt9mfPWf0gwAHbIawBAJ5tEcTy+bystRoOh8uPfr+vbre7fG4QBArDcDkKFwQBAQ54AGENALBTxpjlxoSFyWSi0Wi0/BgMBur1esvnL8LeYgqVtW/AbwhrAIC9831fvu8rlUotH1sEuMUI3OIEBWk2+rZY90Z4w7kjrAEAnFgX4BbBbTAYbAxviURCvu+7Khs4OMIaACA2FmEsl8vJWrsceVsX3hbPXax7A04V/+8GAMSSMeaz8CZpud7t/saF1XVvYRjK930FQcAIHE4CYQ0AcDQWYWxhPB5rOBwuNy50u11Za5fXjTHL4OZ53nLqdfFnz/PkeR67URFrhDUAwNEKguB3U6CTyUTj8Vjj8Xj558lkouFwqOl0uvY+i9AW9cMYQ8DDwRDWAAAnZTF6tto6ZMFaq+l0qslk8tnn1Y/FLtXpdPrZKN06i9B2/2PdtfuPSfpshG/xmRCI+whrAICzsZgWjbqWbRHu7n9YayN9rD53cb/Vv6+zGC1cTN+GYbicxsV5IqwBALDBtuFuG6tBcHWkbzGFOxgMPgt1vu//7uguNlCch8hhzRjzWlJJUn3++dpa++O2L7ir+wAAcMxWg+DqpolViynZ8Xi83ETR7/eX1z3P+2z0bfFnRuFOS6SwZox5K+nOWvvP1ceMMS9WHzvUfQAAOAfrRvUW/edWQ1yv1/ts88TqLtjVHbBslDhOJsLiyReSPlpry2uu1ST9xVpbf/SFdnCfV69e2Q8fPjz2UgAAnJ3VKdTFDtjFx6ZdsAubNko8tmniocdXPwiGjzPGfLTWvlp3LcrI2reS3m+4di3ptaQoo2K7ug8AALgnyi7Yp2yUeMomiU3WBbj7n9eFu2122p6iKGHtSz0csr5StJC1q/sAAIAt7GujxLoA91Dgu//ZWqvJZLI2FD5VlBG/hwLiumuuQ2CUsPZS0n9vuLYYEYtiV/cBAAAxsBqKduV+0Nv1Y9PpVKPRaPnnKCqVilKp1M7+N25rF607Sju4xy7vAwAAjtShR7IeGvlbhLn7p2Qc2oOvbowpzf9Yf86LPOc+81YfryXpT3/603PKAAAA+MxiijjOYt+IxVr7zlr7ylr76urqynU5AAAAB/VgWFtppVF6zovs6j4AAADn5rkjayU9c4p0x/cBAAA4KVHC2ntJX2y4VpEUtUvtru4DAABwNqKEtV8kvdhw7YWkHyK+1q7uAwAAcDaihLXvJf3u+IP5Ds+Xkv695tq6ULb1fQAAAM7do2HNWnst6d38EPZVbyW9uX+epzHmo6RfjTEvn3MfAAAARGyKa619Y4x5bYz5TrONAF9I+sla++Oap7/Xhg0DW94HAADg7JnnnsF1SK9evbIfPrAPAQAAnBZjzEdr7e+Wi0lH0BQXAADgnBHWAAAAYoywBgAAEGOENQAAgBgjrAEAAMQYYQ0AACDGjqp1hzHmRtL/HuClLiXdHuB1sD3em3jj/Ykv3pt44/2Jt0O8P//HWnu17sJRhbVDMcZ82NTrBG7x3sQb70988d7EG+9PvLl+f5gGBQAAiDHCGgAAQIwR1tZ757oAbMR7E2+8P/HFexNvvD/x5vT9Yc0aAABAjDGyBgAAEGOENQAAgBgLXBcQF8aY15JKkurzz9fW2h8dloQVxpjvJF1Iejl/6Hven3gyxvxkrf3KdR34zfz72xcrD91Za//pqh7MrHxfK80f+pX35fCMMSVJbyX99NDPFZc5gbAmyRjzVve+eRlj3hpjXvCF4978/fmHtbY+//tLSf9jjPmbtfYbp8XhM8aYryV96boO/MYY84Okn621b1YfM8a8ttayqN0RY8z3kt5aa69XHvuSX3YOZ/4eVCT9LOm1pJ8eeK7TnHD2GwyMMS8kfbTWltdcq0n6yyIk4PDmv8m8X/2GNn/8S82+sL5hhC0e5r+d/kvS19Za47gcaPkDpmSt/fbe4zVJ/8XXjhvz71+ldf/95+/ZT9ba94ev7HwZY6w2/DyJQ05gzZr0raRNXxTXmqVtuPPF/aAmSfNvZHXN3j/Ew2tJ/+26CMzMf8B8p9n0zmestWWCmlNfafb9a52f9dtyD8SD85xAWJtN2fwuDMxda/ZFBXe+m0/jrPNBEsezxMB8anoRoBEP32q2pmbT9ze4c6c1IXruK0m/HLAWPM55TiCszX6Dudtw7VqEAdcemgqoSKoeqhA86EtrLT9g4uVLzX/oG2NKxpiv56NtcO+dpBfGmF/nv+hIWv7SI6ZAY8d5TiCsPa7kuoBzZq396oFNBIvRHDg0X1fIQvX4eSmpurLp472k0nxzAaHNofn6pv+r2S+cH+cL1b+W9OL++kIchdK+X+Csd4POF0RLTN0cnXlAkDZPJeAA5j/0q2zCia2KpPrKSM0vxpg3mgUENk85ZK39xRjzF0n/T7O1hdeS2N0eM3HJCYys4eis9MT5hvU4zn3NQvX4WfkB8/L+lNr8a+Za0t8PXRd+M5/y/Lukv2gW0hajbF87LQyxdNZhbeW3ypLDMrC9HyS9ISS4Nf+hwnsQQyvf2zatI7yWRChwZBHUrLVvrLX1+feyv2g2Vf0DgS0+4pITzjqsRVASU6SxMu9B9APNPN2aj9xUGNmMtbo2b8CpSmLdmjv/kvRfqw/MQ9tXmq3//JeTqvAUJR0gJ5z1mrW59/r8GJZVFc3aQyAG5kez/EpQi4XXkv5qjPmPe4+/kJadwaVZsGYTiBvXmn0P26R+oDqwYjFFvWm9oLX2W2PMfxpjSqwpjA3nOYGwNpsm2NSA8IWk7zdcwwHNpwXq94OaMeZLwsDhbTpeZbHzkB1tsfDf2tw0+oX4RTTOrglqseI8JzANOvuP/LseKfPffl5K+vehC8Ln5kezaMOIGk2LgfUWvbzWTXd+KXZSOzEPYaVN7VPmP3tYXhAvznPC2Ye1+Zqbd/O1UKvearaIvX74qrAwX4j77fzPX698vJ5Pi5acFoj7KtJnuxHhyPx71xvd+61/PkX9jhFpp77SbCPBZ4Ft/vffrWfDwaxdNhCHnHD2B7kvzPt2lTRbx/GFpJ/Zbeje/JDc0gNPebNpSg6HM5/+/JtmIzYlzaYNrjU7LLzurjLMv7etri38yLpP91ZaEEm/rR+84/vZ4cx/4f+rZqNjLzR7Hz5o9r3rdyHMZU4grAEAAMTY2U+DAgAAxBlhDQAAIMYIawAAADFGWAMAAIgxwhoAAECMEdYAAABijLAGAAAQY4Q1AACAGCOsAQAAxBhhDQAAIMb+P5dvwzApg1oZAAAAAElFTkSuQmCC\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW151012\\_095443\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190413\\_052954\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW170104\\_101158\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW170823\\_131358\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190517\\_055101\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190708\\_232457\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190421\\_213856\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190503\\_185404\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190916\\_200658\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW170814\\_103043\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW170809\\_082821\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW170817\\_124104\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190803\\_022701\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW150914\\_095045\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190620\\_030421\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190814\\_211039\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190731\\_140936\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190424\\_180648\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW170729\\_185629\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190706\\_222641\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW170121\\_212536\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190929\\_012149\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW170304\\_163753\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190701\\_203306\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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57JQF7kGwgzOEOgCb8jxP5+fnStNUNzc3rssBMotgBycIdQC2VSwW1Ww2NZlM1O12XZcDZBLBDgfX7/cJdQAepFqtqlarqd/vazweuy4HyByCHQ5qMBio2+0uW5oAwLbCMFQQBLq5ueHYMeALBDsczGg0WjYfJtQBeChjjM7OzmSM0c3NDSdTALcQ7HAQ4/F4eUzY4gMZAB7K9321Wi1FUcR6O+AWgh32bjKZ6ObmRkEQcEwYgJ0pl8uq1WoaDAastwPmCHbYqyiKdH19Ld/3CXUAdi4MQxWLRbXbbSVJ4rocwDmCHfYmSRJdX1/L8zw9efJEnsf/bgB2a7HezlpLfztABDvsSZqmurq6krVWT548ke/7rksCkFOFQkGtVkvT6VS9Xs91OYBTBDvsnLVW19fXSpJE5+fnKhQKrksCkHOVSkWVSkW9Xo/zZHHSCHbYuXa7rel0qlarpSAIXJcD4EQ0m035vk8LFJw0gh12qtfraTQaKQxDVSoV1+UAOCGe56nVaimOY1qg4GQR7LAzo9FoeVRYvV53XQ6AE1QqlZYtUCaTietygIMj2GEnoihSu91WEARqNpuuywFwwsIwVKFQULvdVpqmrssBDopgh0dL03TZ1oRedQBcM8ao1WopSRKmZHFyCHZ4tOvra6VpqvPzc3rVAciEIAhUr9c1HA6ZksVJ4VsYj9Ltdpc7YIvFoutyAGCp0Wgsp2TZJYtTQbDDg43HY/X7fdVqNXbAAsic21OyNC7GqSDY4UGSJFG73VaxWFQYhq7LAYCVgiBQrVZTv9/XdDp1XQ6wdwQ7bG1xsoQkNksAyLwwDOX7PlOyOAkEO2xtcWRPq9XiDFgAmbeYko3jWP1+33U5wF4R7LCVyWSyXFdXLpddlwMAGymVSsuzZOM4dl0OsDcEO2wsTVO1220VCgXW1QE4Os1mU57nqd1uuy4F2BuCHTbW6XSUpqnOzs5YVwfg6HiepzAMNZ1ONRwOXZcD7AXBDhsZjUYajUZqNBr0qwNwtKrVqoIgULfb5bgx5BLBDvdK01SdTmfZyR0Ajlmz2VSaphw3hlwi2OFenU5H1lq1Wi3XpQDAoxWLxeVxY/S2Q94Q7HCn8Xis0Wiker2uQqHguhwA2IlGoyHf99XpdFyXAuwUwQ5rWWvV6XRUKBSYggWQK8YYNZtNRVFEbzvkCsEOa/V6PSVJolarxS5YALlTLpdVLpeXn3VAHmw8t2aMeSWpJak9//3SWvuPh9zUGNOS9EbST3ddY5f3xHYWHdoXO8gAII+azaZ+/fVXdbtdnZ2duS4HeLSNgp0x5o2kK2vtX24/Zox5dvuxDa7zg6RzSf+U9ErST/u+Jx6m0+ksez4BQF75vq96va5er6darcYPsjh65r4DkY0xzyR9sNb+7kcZY8yNpD9aa9tb39gYK+nbVSNwu7jnixcv7Pv377ctC5r1rLu5uVGz2VStVnNdDgDslbVWv/76qzzP08XFhetygHsZYz5Ya1+sem6TNXbfSXq35rlLzUbeds3FPaHZB1y321WxWCTUATgJxhiFYagoijQYDFyXAzzKJsHupWZhapVLSV/vrhyn94Skfr+vJEnUbDZdlwIAB1OpVFQqldTr9TiRAkdtk2D3XNLVmucuJa0cCnwkF/c8eWmaqt/vq1wus84EwMkJw1BpmqrX67kuBXiwXbQ7ae3gGju5pzHmlTHmvTHm/cePHw9c0vHr9Xqy1rJhAsBJWixBGQwGiqLIdTnAg9wZ7OZtSaRZu5GDeMw9rbVvrbUvrLUvWAC7nTiONRgMVKvVOGECwMlqNBryPI8TKXC0aFAMSbPROmOMGo2G61IAwJlFm6fpdKrRaOS6HGBrdwa7Wy1FWnuvxOE9T10URcvzYD2PrA/gtFWrVRWLRXW7Xd3XEgzImsd+i7d0wGlah/fMtcVoHe1NAGCm2WwqSRLOkcXR2STYvZP01ZrnziXtowuwi3uepCiKNB6PGa0DgFuCIFC5XF62gAKOxSbf5D9LerbmuWeSftxdOU7veZL6/T6jdQCwwqJDAO1PcEw2CXY/aEXfuPnu1eeS/r7iuXWhbFNb3xPbi+OYtXUAsEahUFCtVtNwOKT9CY7Gvd/m1tpLSW+NMW++eOqNpNdfntlqjPkg6RdjzPMN7n++i3viYVhbBwB3W/zg2+12XZcCbGSjhmXW2tfz5r/fa7Zx4StJP1lr/7Hi5e+0ZoPD/M//SbNRN0l6Y4z5VrPTJD4LbFveE1tKkoTROgC4h+d5ajQa6nQ6Go/HKpfLrksC7mTyupX7xYsX9v179lis0+121e/39a//+q/yfd91OQCQab/++qsk6eLiQsYYx9Xg1BljPlhrVx6vylDNCUrTVIPBQJVKhVAHABtoNpuK41jD4dB1KcCdCHYnaDgcylqrer3uuhQAOAqlUkmlUkm9Xk9pmrouB1iLYHdirLUaDAYqlUoqFouuywGAo9FsNpWmKe1PkGkEuxMzHo+VJAmjdQCwpUX7k8FgoDiOXZcDrESwOzGDwUCFQkGlUsl1KQBwdBqNhowxtD9BZhHsTkgURZpOp6pWq65LAYCjtGh/Mh6PNZ1OXZcD/A7B7oQMh0MZYwh2APAItVpNvu8zaodMItidiDRNNRwOValUaEgMAI9gjFGj0dB0OtVoNHJdDvAZvuFPxGg0krWW48MAYAeq1aqKxaJ6vZ7y2ugfx4lgdyIGg4GKxSItTgBgR8IwpGkxModgdwKm06niOGa0DgB2iKbFyCKC3QkYjUYyxqhSqbguBQByJQxDpWmqfr/vuhRAEsEu96y1Gg6HKpfLHFwNADtWLBZVqVQ0GAyUJInrcgCCXd6Nx2NZa2lxAgB7EoahJHHUGDKBYJdzw+FQvu9z0gQA7Inv+6rVahoOh4qiyHU5OHEEuxxLkkSTyYTROgDYs3q9Ls/zaFoM5wh2ObbYgk+wA4D98jxP9Xpdk8lEk8nEdTk4YQS7HBuNRgqCQL7vuy4FAHKPo8aQBQS7nIqiSHEc0+IEAA7EGKMwDBVFEU2L4QzBLqcW5xcS7ADgcCqVCkeNwSmCXU6NRiOVSiV5Hm8xABxSGIZKkkSDwcB1KThBfOvn0HQ6VZIkjNYBgAOlUknlcpmjxuAEwS6HOEIMANwKw1DWWo4aw8ER7HJoNBpxhBgAOFQoFFStVjlqDAdHsMuZ6XSqNE1VLpddlwIAJ63RaEjiqDEcFsEuZxbTsAQ7AHCLo8bgAsEuZ8bjsUqlEtOwAJABi6PGGLXDoRDsciSKIiVJwmgdAGTE4qix8XjMUWM4CIJdjiyaEhPsACA7FkeNMWqHQyDY5chiGpamxACQHcYYNRoNTadTjcdj1+Ug50gAORHHseI4ZrQOADKoWq2qUCio2+1y1Bj2imCXE0zDAkC2hWGoOI41HA5dl4IcI9jlxGQyURAE8n3fdSkAgBXK5bKCIFCv12PUDntDsMuBNE01nU5VKpVclwIAuEMYhkrTlKPGsDcEuxxYLMZlGhYAsi0IApXLZfX7faVp6roc5BDBLgcmk4l831exWHRdCgDgHmEYylpL+xPsBcHuyFlrl21OAADZVygUVK1WNRwOlSSJ63KQMwS7IzedTmWtZRoWAI5Io9GQJHW7XceVIG8IdkduMpnIGMOIHQAcEd/3VavVNBqNFEWR63KQIwS7IzcejxUEgYwxrksBAGyhXq/L8zxG7bBTBLsjxmkTAHC8PM9TvV7XZDLRZDJxXQ5ygmB3xBYfBEzDAsBxqtVq8n2fUTvsDMHuiC3anBQKBdelAAAewBijRqOhKIqWR0MCj0GwO2KTyYTROgA4ctVqVcVikaPGsBMEuyO1aHNCsAOA4xeGoeI41nA4dF0KjhzB7kixvg4A8qNUKqlUKjFqh0cj2B2pyWSiIAjkebyFAJAHjUZDaZqq3++7LgVHjFRwhNI01XQ6ZbQOAHIkCAJVKhX1+32laeq6HBwpgt0Rmk6nkpiGBYC8aTQastaq1+u5LgVHimB3hBbHiBWLRdelAAB2qFAoqFaraTAYKI5j1+XgCBHsjtCizQnHiAFA/tTrdRljGLXDgxDsjkySJIrjmGlYAMgp3/dVr9c1Go0URZHrcnBkCHZHhjYnAJB/9Xpdnudx1Bi2RrA7MpPJRJ7ncYwYAOTY4qixyWSy/IEe2ATB7sjQ5gQATkO1WpXv+4zaYSsEuyOSJImSJFEQBK5LAQDsmTFGYRgqiiKNRiPX5eBIEOyOCOvrAOC0VCoVFYtFdbtdjhrDRgh2R2Q6nbK+DgBOTBiGSpJEw+HQdSk4AgS7I7LoXwcAOB2lUkmlUkm9Xo9RO9yLYHckWF8HAKcrDEOlaap+v++6FGQcwe5IsL4OAE5XsVhUpVJRv99XkiSuy0GGEeyOBOvrAOC0hWEoSRw1hjsR7I7EZDJhGhYATpjv+6pWqxoOh4rj2HU5yKiNh3+MMa8ktSS1579fWmv/se0Nt7mOMeZ7SU/mr5OkX6y1f9n2nsdusb6uXq+7LgUA4FCj0dBwOFS329X5+bnrcpBBGwU7Y8wbSVe3Q5Ux5o0x5tk2QWub6xhjfpD0xlp7eeuxl8aYn6y1X296zzxYrK9jxA4ATpvnearX6+r1eppOp3wv4HfMfVunjTHPJH2w1p6teO5G0h+tte17b7TFdYwxLyW1Vo3kzcPhT9bad3fd78WLF/b9+/f3lXUU2u22xuOx/u3f/s11KQAAx6y1+vXXX+X7vp4+feq6HDhgjPlgrX2x6rlN1th9J2ldiLqU9GrDOra5zteaTdWu8k9Jzze8Zy5Mp1MVi0XXZQAAMsAYo0ajoel0qvF47LocZMwmwe6lZsFrlUvNQtgmtrnOlaQ3a177taSfN7zn0UvTVHEcM9wOAFiqVqsqFArqdruuS0HGbBLsnmsWtFa5lLRyKPCR13kr6Zkx5hdjzHJ0bvHP903D5sl0OpXE+joAwOfCMFQcxxoMBq5LQYbsot1JawfX+Ow687V2/ynpXNKH+QaLbyQ9s9Z+t6P7HQWCHQBglXK5rCAIOGoMn7kz2BljWvN/bD/mJg+5jrX2Z0l/nP+Z7zWbml03lbu4zytjzHtjzPuPHz8+qNasWayvM8a4LgUAkDEcNYYvZbZB8Xza9b81C3ff6rfRu2/W/Rlr7Vtr7Qtr7YuLi4sDVbo/1lpFUcRoHQBgpSAIVC6X1e/3laap63KQAXcGu1ttTFqPucm211mEOmvta2tte9725I+a7ar98a5wlydRFMlaS7ADAKwVhqGstRw1BkmPH7Fr6ZHTtGuu81dJ/3X7BfOA97VmGyv+uoN7Zh7r6wAA9ykUCqrVahoMBhw1ho2C3TtJX6157lzSpl2AN7rOYj3euqbHi80Tt9bt5dZ0OpXv+/J933UpAIAMq9frMsYwaoeNgt3Pkp6tee6ZpB83vNeuriPNzpdtb/H6o8RxMQCATfi+r3q9rtFotJztwWnaJNj9oBW96uYjZs8l/X3Fc6sC3EbXmQe21pprLF5/5+7YPIjjWGmaEuwAABup1+vyPI+mxSfu3mBnrb2U9HZ+RuttbyS9/nLkzBjzQdJnjYUfcJ2vNdsk8Vm4m//779bf5RHr6wAA2+CoMUhSYZMXWWtfz3vEfa/ZJoevJP003636pXdas6li0+tYay+NMf8p6c28f9viWlfW2m83qfnYRVEkYwxnxAIANlatVjUYDNTtdlUul12XAwdMXrtVv3jxwr5/v+m+juz5+PGjPM/TkydPXJcCADgio9FINzc3arVaqlarrsvBHhhjPlhrVx7pmtkGxads0ZiY0ToAwLYqlYqKxSJHjZ0ogl0GRVEkifV1AICHCcNQSZJoMBi4LgUHRrDLIDZOAAAeo1QqcdTYiSLYZVAURfJ9X57H2wMAeJhGo6E0TdXv912XggMiOWQQjYkBAI9VLBaXu2STJHFdDg6EYJcxaZoqSRI2TgAAHq3RaEgSTYtPCMEuY1hfBwDYFd/3VavVNBqNlhvzkG8Eu4xZBDtG7AAAu8BRY6eFYJcxi/518xM3AAB4FM/zVK/XNZlMNJlMXJeDPSPYZQwbJwAAu1ar1eT7PqN2J4BglyFxHMtayzQsAGCnjDEKw1BRFGk0GrkuB3tEsMsQNk4AAPZlcdRYt9vlqLEcI9hlSBRFMsaoUCi4LgUAkEMcNZZ/BLsMYX0dAGCfFkeN9Xo9jhrLKYJdRlhrFccx6+sAAHsVhqGster1eq5LwR4Q7DKCjRMAgEMoFAqq1WoaDAaK49h1Odgxgl1GLDqCE+wAAPvWaDRoWpxTBLuMiKJInuexcQIAsHeLpsXj8ZimxTlDsMuI6XTKaB0A4GBoWpxPBLsMYOMEAODQbjctHg6HrsvBjhDsMoCNEwAAFyqVioIgUK/Xo2lxThDsMoATJwAAriyaFvf7fdelYAcIdhmw2Djh+77rUgAAJyYIAlUqFfX7fSVJ4rocPBLBLgOiKGIaFgDgTKPRkCSaFucAwc4xay3BDgDg1KJp8XA4XPZVxXEi2Dm26PrN+joAgEv1ep2mxTlAsHNssXGCETsAgEue56nRaGgymWg8HrsuBw9EsHOMjRMAgKyoVqsqFArqdru0PzlSBDvHWF8HAMgKY4yazabiONZgMHBdDh6AYOfQYuME6+sAAFlRKpVULpfV6/WUpqnrcrAlgp1Di51HjNgBALIkDENZa9lIcYQIdg4R7AAAWVQoFFSv12l/coQIdg7FcczGCQBAJi3an3Q6HdelYAsEO4fYOAEAyCrP8xSGoabTqUajketysCGCnUNRFKlQKLguAwCAlarVqorFIu1PjgjBzpE4jmWtZcQOAJBpzWZTSZKo3++7LgUbINg5wsYJAMAxCIJAlUpF/X5fSZK4Lgf3INg5EkWRjDFMxQIAMi8MQ0mi/ckRINg5slhfZ4xxXQoAAHfyfV/1el2j0Wh5xjmyiWDnCDtiAQDHpF6vy/d92p9kHMHOgSRJlKYpwQ4AcDSMMQrDUFEUcY5shhHsHGDjBADgGFUqFZVKJc6RzTCCnQMEOwDAsWo2m5wjm2EEOwfYOAEAOFaFQkG1Wk3D4ZCNFBlEsHOAjRMAgGPWaDTYSJFRBLsDS9NUSZIQ7AAAR4uNFNlFsDsw1tcBAPKAjRTZRLA7sDiOJRHsAADHr9lsKk1TNlJkCMHuwKIoku/78jz+0wMAjluhUFC9XmcjRYaQLg6MjRMAgDxhI0W2EOwOyFq7bHUCAEAesJEiWwh2B8T6OgBAHi02UnS7XSVJ4rqck0awOyB2xAIA8qrZbEoSGykcI9gdUBRFMsYwFQsAyJ3FRorRaKTJZOK6nJNFsDugOI4ZrQMA5Fa9XlehUFC73Za11nU5J4lgd0BsnAAA5JkxRq1WS0mSqNfruS7nJBHsDiRNU6VpyogdACDXgiBQtVpVv99fbhrE4RDsDmSxcYIROwBA3oVhKM/z1G63XZdycgh2B8KOWADAqfA8T2EYajqdajgcui7npBDsDiSOY44SAwCcjGq1qiAI1O12laap63JOBinjQNg4AQA4Na1WS9Zajhs7IILdgdDqBABwauhtd3gEuwOI41jWWkbsAAAnh952h7Vx0jDGvJLUktSe/35prf3Htjfc9jrz139166Era+1ftr2vS2ycAACcqkVvu0+fPqnb7S6PHsN+bBTsjDFv9EWgMsa8McY82yZkbXsdY8yPkv5prX19+zFjzCtr7dtN7+vaoo8PI3YAgFMUBIFqtZoGg4EqlYqCIHBdUm7dmzSMMc8kvbLWnt1+3Fr72hhzY4x5a61t7/o68xB4vSLwvZT0t/vulyWLjRPGGNelAADgRBiGGo/Harfburi44DtxTzZZY/edpHdrnruU9GrDe218nXkI/F7Smy9faK09e8gUsEtRFDENCwA4aYsp2TiO1e/3XZeTW5sEu5eaBa9VLiV9veG9trnOd5qtvVv3+qNhrVWSJAQ7AMDJK5VKqlQqHDe2R5sEu+eSrtY8dynpxYb32uY6LyX9LEnGmJYx5pv5KN7R4SgxAAB+02w2ZYzhuLE92UW7k9YOrvHldZ5LujbGfKNZyHsnqTXfOHFUAW/xEwkjdgAAzI4bazabmk6nGgwGrsvJnTuDnTGmNf/H9mNu8sDrnEtqW2v/Ya1tW2t/lvRa0odb1/vyPq+MMe+NMe8/fvz4mJJ3JooiGWPk+77rUgAAyIRKpaJyuaxut6skSVyXkyuZa1B8K7Q9t9Z+ttlivubuUtJ/r/qz1tq31toX1toXFxcX+y10Q2ycAADg9xb97JiS3a07g92t9iOtx9xkm+vceu3Pa15yKembx9RzSBwlBgDA7/m+rzAMNZlMNBwOXZeTG48dsWvpkdO0a67TlnS95rXXko5inV2SJErTlI0TAACsUKvVVCqV1Ol0mJLdkU2C3Tt9fqTXbeeS3m94r22uczl/bJ32hvd0iqPEAAC4W6vVksSU7K5sEux+1voRsmeSftzwXttc52+a7Yxd99pNw6RTHCUGAMDdmJLdrU2C3Q9a0atuvsnhuaS/r3huVYDb5jpvJT1bc52XWnEiRRZFUSTf9+V5mdujAgBAZjAluzv3Jo75TtS387Nbb3sj6fWX58QaYz5I+sUY89mI2zbXmf/za83C4O1r/yDp7Ze7ZbOKjRMAAGyGKdnd2GiO0Fr7et4j7nvN1rd9JemnNWe2vtOaTRXbXMda+xdjTHse5hY+WGvfblKza9ZaRVGkUqnkuhQAADJvMSXb6XQ0HA5VrVZdl3SUNl78tWmgsta+1my07VHX2fa1WcOJEwAAbKdWq2k8HqvT6ahUKtHc/wFY/LUnBDsAALbHlOzjEOz2hKPEAADY3u1dspwluz2C3Z7EcaxCoSBjjOtSAAA4Kotdspwluz2C3Z5EUUT/OgAAHogp2Ych2O1BmqZKkoT1dQAAPBBTsg9DsNsDNk4AAPB4t6dkF9+tuBvBbg8WZ8QyFQsAwOO0Wi0ZY5iS3RDBbg+iKJLneeyIBQDgkXzfV7PZ1HQ6Vb/fd11O5hHs9mCxIxYAADxepVJRpVJRt9tdzophNYLdHkRRxPo6AAB2qNlsyvd93dzcyFrrupzMItjtWJIkstYS7AAA2CHP89RqtRTHsXq9nutyMotgt2NsnAAAYD9KpZJqtZr6/b6m06nrcjKJYLdji2DHiB0AALsXhqEKhQJTsmsQ7HYsjmP5vs9RYgAA7IExRq1WS0mSqNPpuC4ncwh2O8bGCQAA9isIAtXrdQ2HQ43HY9flZArBboestYrjmGAHAMCeNRoNFYtFtdttpWnqupzMINjt0OK4EzZOAACwX4spWWstp1LcQrDbITZOAABwOMViUY1GQ+PxWMPh0HU5mUCw26E4jmWMYcQOAIADqdfrCoJAnU5nOXN2ygh2OxRFEaEOAIADOzs7kzGGKVkR7HaKHbEAABye7/tqNpuaTqcnfyoFwW5H0jRVmqaM2AEA4EClUlG1WlWv1zvpUykIdjvCxgkAANxqNpvyff+kT6Ug2O3IYsEmwQ4AADeMMTo7OzvpUykIdjsSRZE8z5Pn8Z8UAABXgiBQo9HQcDjUaDRyXc7BkUJ2hI0TAABkQ6PRWLZASZLEdTkHRbDbEY4SAwAgOxanUtzc3Lgu5aAIdjsQx7GsteyIBQAgIwqFwrIFSr/fd13OwRDsdoAdsQAAZE+1WlWlUlG3211+V+cdwW4HFjtiGbEDACBbTq0FCsFuBxZHiRljXJcCAABu8TxPZ2dniuP4JI4cI9jtABsnAADIrkULlNFopOFw6LqcvSLYPZK1VnEcMw0LAECGNRoNlUoldTqd5RKqPCLYPRIbJwAAOA6tVkvGGF1fX+d2vR3B7pE4SgwAgOPg+/5yvV2323Vdzl4Q7B4piiIZY+T7vutSAADAPUqlkur1ugaDQS6PHCPYPRIbJwAAOC6LI8fa7Xbujhwj2D3SotUJAAA4DsYYnZ2dyRiTu/52BLtHSJJEaZoyYgcAwJHxfX955Fiv13Ndzs4Q7B6BjRMAAByvSqWiWq2mfr+v8XjsupydINg9wqLVCVOxAAAcpzAMVSwWdXNzk4v+dgS7R4iiSL7vy/P4zwgAwDEyxuj8/Dw36+1IJI/AiRMAABy/RX+7KIrU6XRcl/MoBLsHWhwlxvo6AACOX6lUUqPR0HA4POrzZAl2D5Qkiay1BDsAAHLi9nmyi3X0x4Zg90CLNicEOwAA8uPs7Eye5+n6+lppmrouZ2sEuwcKgkAXFxessQMAIEc8z9PZ2ZnSNFW73XZdztYIdgAAALcEQaAwDDUej9Xtdl2XsxWCHQAAwBdqtZqq1ar6/b5Go5HrcjZGsAMAAFih2WwqCAK12+2j2UxBsAMAAFhh0bz4mDZTEOwAAADW8DxP5+fnStNU19fXmT+ZgmAHAABwh2KxqFarpel0mvnNFPTqAAAAuEelUlEURer3+yoUCqrVaq5LWokROwAAgA2EYahyuaxOp6PJZOK6nJUIdgAAABs6OztTsVjU9fW14jh2Xc7vEOwAAAA2dHun7NXVVeZ2yhLsAAAAtuD7/nKn7NXVVaZ2yhLsAAAAtlQsFnV2dqYoinRzc+O6nCWCHQAAwAOUy2U1m81MnSlLuxMAAIAHqtVqiuNY/X5fvu87b4NCsAMAAHiEZrOpJEnU6XRUKBRUKpWc1cJULAAAwCOdnZ2pXq8rCAKndWw8YmeMeSWpJak9//3SWvuPbW/4mOsYY36y1n697T0BAAD2yRijMAxdl7FZsDPGvJF0Za39y+3HjDHPbj+2z+sYY76R9HLTewEAAJyae4OdMeaZpFfW2rPbj1trXxtjbowxb6217X1exxjTkvTn++4BAABwyjZZY/edpHdrnruU9GrDez3mOq8k/W3D+wAAAJykTYLdS82C1yqXkjZd8/ag6xhjnmsWCNsb3gcAAOAkbRLsnku6WvPcpaQXG97rodd5aa39ecN7AAAAnKxdtDtp7eAaK68z30H7dkfXBwAAyLU7g91804L0yGnQh1xnvtniepONGbf+zCtjzHtjzPuPHz9uVSMAAMCxy3KD4m+27ZNnrX1rrX1hrX1xcXGxr7oAAAAy6c5gd2u0rPWYm2x7nXnPuq2bHwMAAJyyx47YtbSb3arL68ynbc+ttet20AIAAGCFTU6eeCfpqzXPnUt6v+G9Nr3OK0l/Msb8xxeveSZJxpgf5v/+o7V2XV88AACAk7NJsPtZs1YlqzyT9MOa5x50nXVHiy2OFLPWfrfh/QAAAE7KJlOxP2hFj7n5lOlzSX9f8dyzXVwHAAAAm7s32M3Xur01xrz54qk3kl5/2Y7EGPNB0i/zEyMefJ0VzufXb91XMwAAwCnaZCpW1trX8x5x32u2yeErST+taUfyTms2VWx5HUnLKdg/a3YkmST9jzHmUtJ/bdPjDgAAIO+MtdZ1DXthjPko6f8e4FZPJX06wH2wPd6bbOP9yS7em2zj/cm2Q7w//4+1dmXD3twGu0Mxxry31m56Xi4OiPcm23h/sov3Jtt4f7LN9fuT5ZMnAAAAsAWCHQAAQE4Q7B7vresCsBbvTbbx/mQX70228f5km9P3hzV2AAAAOcGIHQAAQE4Q7AAAAHJiowbF+Jwx5pV+a8LcknR5V5NlHNa8AfYT/XY28Q+8P9lkjPnJWvu16zrwm/nn21e3Hrpad4Y3DufW51pr/tAvvC+HNz/96o3uP1zBWU4g2G1pfiTaZx90xpg3xphn/CVzb/7+/J/FqSTzo+3+xxjzZ2vtt06Lw2fmp8q8vPeFOBhjzI+S/mmtfX37MWPMK2stC/YdMcb8IOnN/GjOxWMv+cHocObvwbmkf0p6JemnO17rNCeweWILxphnkj5Ya89WPHcj6Y8cc+bO/Cekd7c//OaPv9TsL+G3jNxlw/yn3r9K+sZaaxyXAy2/jFrW2u++ePxGsyMc+bvjwPzzq7Xqv//8PfvJWvvu8JWdLmOM1ZrvkyzkBNbYbec7zc7CXeVSsxQPd776MtRJ0vxDr63Z+4dseCXpb66LwMz8y+h7zaaYPmOtPSPUOfW1Vpy9PvdP/bbkBNngPCcQ7LbzUrM3ZpVLzf4Cwp3v51NJq7yXxBE8GTCfHl+EbWTDd5qtAVr3+QZ3rrQicM99LennA9aC+znPCQS77TzX7C/ZKpciOLh213TEuaTrQxWCO7201vJllC0vNQ8IxpiWMeab+Sge3Hsr6Zkx5pf5D0WSlj8giWnYzHGeEwh2u9VyXcAps9Z+fccGicUoERyar4NkEX72PJd0fWtDyztJrfnGCQKeQ/P1WP+p2Q+nH+aL8L+R9OzL9ZA4Cq1934BdsRuaL/aWmD46OvMwIa2fzsABzAPCNRuMMutcUvvWCNDPxpjXmoUJNoY5ZK392RjzR0n/n2ZrIS8lscs/Y7KSExixQ67d6jn0LeuHnPuGRfjZc+vL6PmX03rzvzOXkv770HXhN/Np1/+W9EfNAt1i9O4bp4Uhkwh2G7r102rLYRnY3o+SXhMo3Jp/AfEeZNCtz7Z16x4vJREgHFmEOmvta2tte/5Z9kfNpst/JNxlR1ZyAsFud1pimjZT5j2efqSxqlvzEaFzRkwzra31m4uuJbHOzp2/Svqv2w/MA97Xmq1X/auTqvAQLR0gJ7DGbjvv9PlRO7eda9ZSAxkwP37nF0JdJryS9CdjzH988fgzadnRXZqFcDa4uHGp2WfYOu0D1YFbFtPk69Y3Wmu/M8b8v8aYFmsgM8N5TiDYbednrW8G+UzSD2uewwHNpybaX4Y6Y8xLgsPhrTtCZ7EDk519mfA3rW/g/Uz80Jpll4S6THGeE5iK3c4PWtGDZv5T1XNJfz90Qfjc/PgdrRmpo4E0sNqiV9qqKdeXYke5E/PA1lrXcmb+3cMSh2xxnhMIdluYrxF6O1+7ddsbzRbotw9fFRbmi4y/m//zN7d+vZpPzbacFogvnUuf7cqEI/PPrtf6YjRhPk3+lpFup77WbJPEZ+Fu/u+/W3+Hg1m5dCELOcFYa/d9j9yZ90Vrabbu5CtJ/2TXpXvzA5Zbd7zk9bppQRzOfAr2z5qNBLU0m7q41Oyg+ba7yjD/bLu9FvID61Tdu9W2SfptveMVn2eHMx8c+JNmo27PNHsf3mv22fW7wOYyJxDsAAAAcoKpWAAAgJwg2AEAAOQEwQ4AACAnCHYAAAA5QbADAADICYIdAABAThDsAAAAcoJgBwAAkBMEOwAAgJwg2AEAAOTE/w8dhqQqoXHblQAAAABJRU5ErkJggg==\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190910\\_112807\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190519\\_153544\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW170727\\_010430\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190926\\_050336\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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XPM9TpVJRGIbq9XquywGAo0OwO0L9fl++7yuTybguBQlUKBSUyWTUarU0mUxclwMAR4Vgd2SstQqCQLlcznUpSLBqtarJZMJGCgDYs9S6LzTGvJVUk9SY/Xpurf3HY25qjKlJei/p433XMMb8IOlU0ovZQz8+9p6YYhoW+5BOp1UsFtXtdlUoFJROp12XBABHYa1gZ4x5L+nKWvvXxceMMc8XH1vjOj9KOpH0s6S3kj4+cM//sNY2Zv/+QtJ/GWP+bK39bt174jamYbEv5XJZ/X5fzWZTZ2dnrssBgKPwYLAzxjyX9NZaW1983Fr7zhhzY4z5EIWvh1hrv1+47vt77vlW09G5+XWttb8YY76T9NEY84aRu81NJhMFQaBisei6FByBaCNFo9FQr9dToVBwXRIAJN46a+y+l/RpxXPnmo68bdu31trzuw9aaz9pOhX8/VdfgQdF07Csr8O+sJECAPZrnWD3StMAt8y5pNfbK2fuB2PMTyue+yzp5Q7umXiDwYBpWOwdGykAYH/WCXYvJF2teO5cuwlZq0YIpekavesd3DPRot2wbJrAvi1upOBECgDYrW20O6lt4Rq3WGtf37NB4oVWBD9jzFtjzGdjzOeLi4ttl3XQmIaFS+VyWZ7nqdFouC4FABLt3mA3a0siTde1OTfbVCFNW6V8xVr7wVr70lr78tmzZ3usLP6is2GZhoULnuepWq1qOByq2+26LgcAEutgGhQv9L77btnGCqwWnQ3LaB1cyufzymazarfbbKQAgB25N9gttBup7bySh/0k6R1tTjYXBAFNiREL0UaKVqvluhQASKSnjtjVtIdp2lnPu5+stR92fa8kYhoWcZFKpVQqldTr9RSGoetyACBx1gl2nyR9u+K5E03bj+zM7FixXwl1jzcYDJTNZmWMcV0KoHK5LN/31Ww2XZcCAImzTrD7RdLzFc8913SKdCeMMW8kNe6GOmPMq13dM2mCINBkMmEaFrFhjFGlUmEjBQDswDrB7kct6VU328zwQtLflzy3KgiuLQpvK0bqdtEUOZEGg4GMMcpms65LAebYSAEAu/FgsJvtQP2w5GzX95puZmgsPmiM+SLpV2PMizXuf7LswdnXfj/7/ZuFf97OpmZra1wbYhoW8VWtVmWtZSMFAGxRap0XWWvfLYSqhqZr7j6u2KH6SSs2Vcy+/k+ajvRJ0ntjzHeanmCxGBL/a3aNNytKerdO3ccuDEONx2NVKhXXpQBfSaVSKhaL6nQ68zNlAQBPs1awk1ZOiS573TutCF7W2r+ueY36unVhtcFgIElMwyK2yuWy+v2+ms2maCoOAE93MA2KsbloGtbzeJsRT8YYTqQAgC3iO35CjUYjjUYjTptA7OVyOWWzWbVaLY3HY9flAMBBI9glVDQNS7DDIahWq5LERgoAeCKCXUINBgOl02n5vu+6FOBB0YkU/X6fEykA4AkIdgk0mUwUhiGjdTgopVJJvu+r0WjIWuu6HAA4SAS7BAqCQBLTsDgs0UaK0WjERgoAeCSCXQINBgN5nqd0Ou26FGAjuVxOuVxO7XabjRQA8AgEu4Sx1mowGDBah4PFRgoAeDyCXcKEYShrLcEOB8v3/flGimhZAQBgPQS7hBkMBjLGcNoEDlq0kaLZbLKRAgA2QLBLmOi0CWOM61KAR2MjBQA8DsEuQYbDocbjMdOwSAQ2UgDA5gh2CRKdNsE0LJIi2kjRbDYdVwIAh4FglyBBEHDaBBIl2kgxGAzYSAEAayDYJQSnTSCpSqWSUqkUGykAYA0Eu4SIpmEJdkiaxY0UnU7HdTkAEGsEu4QYDAbyfZ/TJpBI2WxWuVxOnU6HjRQAcA+CXQJYaxUEAZsmkGhspACAhxHsEoDTJnAMfN9XuVzWYDCYLz0AANxGsEuAIAg4bQJHoVgsspECAO5BsEuAwWCgTCbDaRNIvGgjxXg8ZiMFACxBsDtw4/FYo9GI0TocjWw2q3w+z0YKAFiCYHfgaHOCY1SpVCSxkQIA7iLYHbggCOT7vlKplOtSgL1hIwUALEewO2BRmxNG63CM2EgBAF8j2B2wqM0J6+twjIwxqtVqbKQAgAUEuwNGmxMcu0wmM99IMRqNXJcDAM4R7A4YbU4ATqQAgEUEuwMVtTlhfR2Oned5qlQqCoKAjRQAjh7B7kBF38CYhgWmGynS6TQbKQAcPYLdgaLNCXBbdCJFu912XQoAOEOwO0C0OQG+lslkVCgU1O122UgB4GgR7A4QbU6A5SqViowxbKQAcLQIdgeINifAcp7nqVwuKwgC9ft91+UAwN4R7A5QEAS0OQFWiDZStFotNlIAODoEuwMzHo81HA4ZrQPuEW2kaLVarksBgL0i2B2YIAgk0eYEuE8mk1GxWFS329VwOHRdDgDsDcHuwARBIM/zlE6nXZcCxFq5XJbv+2o0GkzJAjgaBLsDEwQBo3XAGjzPU7Va1XA4VLfbdV0OAOwFwe6ADIdDTSYT+tcBa8rlcsrlcmq32/S2A3AUCHYHhPV1wOaq1aok0dsOwFEg2B2QIAiUTqflebxtwLp831elUqG3HYCjQEI4ENZahWHIaB3wCMViUZlMRs1mU5PJxHU5ALAzBLsDEQQBx4gBT1Cr1WStpbcdgEQj2B2I6BixTCbjuhTgIKVSKZVKJfV6vfl6VQBIGoLdgeAYMeDpSqWSUqkUve0AJBbB7gCMx2ONRiOmYYEnMsaoVqtpPB6r3W67LgcAto5gdwCiaSP61wFPl8lkVCgU1Ol0OG4MQOIQ7A5AEATyfV+pVMp1KUAiVCoVeZ6nRqPhuhQA2CqC3QHgGDFguzzPU61W03A4VKfTcV0OAGwNwS7mwjDUZDIh2AFblsvllM/nOW4MQKIQ7GKOY8SA3alWqzLGMCULIDEIdjEXhiHHiAE74nmeqtWqwjBkShZAIpAWYoxjxIDdy+fzyuVyTMkCSASCXYyFYcgxYsAeMCULICkIdjHGMWLAfvi+r0qlojAM1e12XZcDAI9GsIuxIAiUTqc5RgzYg0KhoGw2q1arpfF47LocAHgUgl1MTSYTDYdDpmGBParVapLElCyAg0Wwi6kwDCXR5gTYp2hKNggC9Xo91+UAwMYIdjEVra9Lp9OuSwGOSrFYVDabVbPZZEoWwMEh2MVUdIwY6+uA/WNKFsChItjF0Hg81mg0Yjcs4Ijv+6pWqwqCgF2yAA4KwS6GOEYMcK9QKCiXy6nVatG4GMDBINjFUBAE8jyP9XWAY1Hj4pubG9elAMBaUuu+0BjzVlJNUmP267m19h+PuakxpibpvaSP911jm/c8JNH6OgBuRVOyNzc3arfbKpfLrksCgHutFeyMMe8lXVlr/7r4mDHm+eJja1znR0knkn6W9FbSx13f89CMRiNNJhOCHRAT+Xxeg8FA7XZbuVyOkXQAsWastfe/wJjnkr5Ya+tLnruR9I21trHxjY2xkr5bNgK3jXu+fPnSfv78edOynOt2u2o2m/qnf/on+b7vuhwAmjYMv7i4kDFGz549Y7c6AKeMMV+stS+XPbfOGrvvJX1a8dy5piNv2+binrEQBIF83yfUATHieZ5qtZpGo5Ha7bbrcgBgpXWC3StNw9Qy55Jeb68cp/eMBdbXAfGUzWZVLBbV6XTmJ8MAQNysE+xeSLpa8dy5pKVDgU/k4p7OhWEoay3BDoipSqUi3/d1c3OjyWTiuhwA+Mo22p3UtnCNQ7jnznE+LBBvxhjV63WNx2M1m03X5QDAV+4NdrO2JNK03chePOWexpi3xpjPxpjPFxcXW61rH4IgUDqdlufRXhCIq0wmo3K5rH6/r36/77ocALglUQnCWvvBWvvSWvvy2bNnrsvZiLVWYRgyWgccgHK5rEwmo0ajofF47LocAJi7N9gttBSp7bwSh/eMA9bXAYelXq9zKgWA2HnqiF1Ne5ymdXjPnYvOh81kMo4rAbCO6FSKMAxpgQIgNtYJdp8kfbviuRNJu+gC7OKeToVhqEwmQ+NT4IDk83kVCgW1221aoACIhXWC3S+Snq947rmkn7ZXjtN7OsP6OuBwVatVWqAAiI11gt2PWtI3brZ79YWkvy95blUoW9fG9zxkTMMCh4sWKADi5MFgZ609l/TBGPP+zlPvJb27e2arMeaLpF+NMS/WuP/JNu556MIwlDGGYAccqMUWKL1ez3U5AI5Yap0XWWvfzXrE/aDpxoVvJX201v5jycs/acUGh9nX/0nTUTdJem+M+U7T0yRuBbYN73nQov51rK8DDle5XFYYhmo2m8pkMkql1vp4BYCtMtZa1zXsxMuXL+3nz/HfYzGZTPQ///M/KpfLKpfLrssB8ASTyUS//fabPM/Ts2fP+GENwE4YY75Ya5cer5qoBsWHiGPEgOTwPE/1el2j0Yj1dgCcINg5Fq2vS6fTrksBsAXZbFblclm9Xo/1dgD2jmDnWBAE9K8DEqZcLiubzarZbGo0GrkuB8ARIdg5NJlMNBwO2Q0LJFCtVpMxRtfX10rqWmYA8UOwc4j1dUBy+b7PejsAe0ewcygIAtbXAQnGejsA+0awc4jzYYHkW1xvNxwOXZcDIOEIdo5E6+uYhgWSr16vy/M8XV9fc54sgJ0i2DkSra9j4wSQfJ7n6eTkRJPJRDc3N67LAZBgBDtHWF8HHJd0Oq1qtaogCNRut12XAyChCHaO0L8OOD6FQkGFQkHtdluDwcB1OQASiGDnwGQy0Wg0Yn0dcISq1arS6bRubm5oXgxg6wh2DgRBIIn1dcAxMsbo5OSE5sUAdoJg50B0PizBDjhOi82L2UwBYJsIdg4EQcA0LHDkstmsKpWKBoMBmykAbA3Bbs/G47FGoxGjdQBUKpXmmyn6/b7rcgAkAMFuzzgfFsCiarWqTCajRqPByRQAnoxgt2dBEMjzPPrXAZD0+2YKTqYAsA0Euz2LzocFgMjiyRTslAXwFAS7PYrW1zENC+CudDqtWq2mMAzVbDZdlwPgQKVcF3BMOB8WwH3y+bxGo5Ha7bZSqZRKpZLrkgAcGILdHrG+DsBDyuWyRqORWq2WfN9XPp93XRKAA8JU7B5F58MCwH1qtdp8p2w00g8A6yDY7cl4PNZ4PGZ9HYAHRTtlfd/X9fU1Z8oCWBvBbk9YXwdgE9FOWUm0QQGwNoLdnrC+DsCmUqmUTk5ONB6PaYMCYC0Euz2hfx2Ax8hkMvM2KI1Gw3U5AGKOYLcHk8mE82EBPFo+n1elUlG/36fHHYB70e5kD4IgkMT6OgCPVyqVNJlM1Ol05HmeyuWy65IAxBDBbg/CMJQxhmAH4EkqlYrG47Ha7bZ831ehUHBdEoCYIdjtAf3rAGxLrVaTtVaNRkOe5ymXy7kuCUCMsMZux6L1dfSvA7ANxhjV63VlMhnd3NzQwBjALQS7HaN/HYBtW2xgfHV1peFw6LokADFBsNuxIAhkjKF/HYCt8jxPp6en8jxPV1dXnE4BQBLBbuei/nXGGNelAEgY3/d1enoqSYQ7AJIIdjs1mUw0HA6ZhgWwM6lUSmdnZ7LW6urqSuPx2HVJABwi2O0Q6+sA7EMqldLp6SnhDgDBbpfoXwdgX9Lp9Pxc2aurK00mE9clAXCAYLdDYRgqnU6zvg7AXmQyGZ2enhLugCNGsNsRa63CMKR/HYC9ymQyOjk50Wg0ItwBR4hgtyOsrwPgSjabJdwBR4pgtyNBEEgi2AFwYzHcXV5eEu6AI0Gw2xH61wFwLQp34/GYcAccCYLdDlhr6V8HIBYId8BxIdjtQBiGstYS7ADEQjabne+Wvby8pM8dkGAEux1g4wSAuIlaoUwmE11eXnL8GJBQBLsdiPrXeR7/ewHERxTurLW6vLzUcDh0XRKALSN5bFnUv47ROgBxlE6ndXZ2JmOMLi8v5zMMAJKBYLdlw+FQ1loaEwOIrVQqpbOzM/m+r6urq3l7JgCHj2C3ZayvA3AIfN/X2dmZUqmUrq+v1e/3XZcEYAsIdlsWBIFSqRTr6wDEnud5Oj09VTqd1s3NjTqdjuuSADwR6WOLOB8WwKGJwl0+n1er1VKz2XRdEoAnSLkuIEmi9XVMwwI4JMYY1et1eZ6nbrer8Xiser3OyTnAAWLEboui9XWM2AE4RNVqVZVKRYPBQFdXV5xSARwggt0WhWHI+joAB61UKqler2s4HHJKBXCASCBbFAQB07AADl4+n5+fUnFxcUGvO+CAEOy2hP51AJIkk8no7OxMnufp6upKvV7PdUkA1kCw2xL61wFImqiRcSaTUaPRUKvVcl0SgAcQ7LYkCAL5vi/f912XAgBb43meTk5OVCwW1el0dH19LWut67IArECw2xL61wFIKmOMqtWqqtWqBoMBmyqAGCPYbcFoNNJkMmEaFkCiFYtFnZ6eajwe6+LigjNmgRgi2G1B9OHGiB2ApMtmszo7O5Pv+7q6ulK73XZdEoAFBLstCMOQ9XUAjka0qSKfz6vdbuv6+ppmxkBMEOy2gP51AI5NdAzZ4rq70Wjkuizg6BHsnihaX8c0LIBjVCwWdXZ2Nm9m3O/3XZcEHLXUui80xryVVJPUmP16bq39x6Y33OQ6xpgfJJ3OXidJv1pr/7rpPXeJ/nUAjl0mk9GzZ890c3Ojm5sbBUGgarUqY4zr0oCjs1awM8a8l3S1GKqMMe+NMc83CVqbXMcY86Ok99ba84XHXhljPlprX697z10LgkCe5ymVWjsjA0Di+L6v09NTtdttdTodhWGok5MTPhuBPTMPNZo0xjyX9MVaW1/y3I2kb6y1jQdvtMF1jDGvJNWWjeTNwuFHa+2n++738uVL+/nz54fKerL//d//VSaTUb3+1X8WABylIAh0c3Mja62q1aoKhYLrkoBEMcZ8sda+XPbcOmvsvpe0KkSdS3q7Zh2bXOe1plO1y/ws6cWa99yp8Xis8XjMNCwALMhms3r27Nn8KLIo5AHYvXWC3StNg9cy55qGsHVscp0rSe9XvPa1pF/WvOdO0b8OAJaLpmbL5bL6/b4uLi7ma5IB7M46we6FpkFrmXNJS4cCn3idD5KeG2N+NcbMR+ei3z80DbsvYRiyvg4A7lEul3V2diZrrS4vL2loDOzYNtqd1LZwjVvXma21+zdJJ5K+zDZYvJH03Fr7/Zbu92T0rwOAh0W7ZqOGxvS8A3bn3mBnjKnNftt4yk0ecx1r7S+Svpl9zQ+aTs2umsqN7vPWGPPZGPP54uLiUbWuK1pfxzQsADzM8zzV63XV63WNRiNdXFyo2+26LgtInNg2KJ5Nu/67puHuO/0+evdm1ddYaz9Ya19aa18+e/Zsp/WNRiN5nseIHQBsIJ/PzzdWNJtNXV9fazweuy4LSIx7g91CG5PaU26y6XWiUGetfWetbczannyj6a7an+4Ld/uSzWb1z//8z0qn065LAYCDEm2sqFarCoJAv/32m3q9nuuygER46ohdTU+cpl1xnb9J+sviC2YB77WmGyv+toV7AgAcKhaLt9qiXF1dMXoHPNE6we6TpG9XPHciad0uwGtdJ1qPt6rpcbR5YmHdHgDgQKVSqfnoXRiG+u2331h7BzzBOsHuF0nPVzz3XNJPa95rW9eRpufLNjZ4PQAgxorFov7whz/M196xcxZ4nHWC3Y9a0qtuNmL2QtLflzy3LMCtdZ1ZYKutuEb0+nt3xwIADk+09q5Wq813zrbbbU6tADbwYLCz1p5L+jA7o3XRe0nv7o6cGWO+SLrVWPgR13mt6SaJW+Fu9u9frb8DACRHoVDQs2fPlMvl1G63dXFxMT/pB8D9zLo/CRlj3ur3TQ7fSvp5tlv17uveS3oj6fUszD32OjX9fqxYY/brlbX2r+vU+/LlS/v587rL/wAAcRQEgZrNpkajkfL5vCqVinzfd10W4JQx5ou1dunJX2sHu0NDsAOAZLDWqtPpqNPpSJIqlYqKxaLjqgB37gt2sW1QDACAJBljVC6XbzU2ZnoWWI5gBwA4CFFrlHq9rslkoqurK06uAO4g2AEADko+n9cf/vAHlcvl+ckVrVaL3bOApJTrAgAA2FQ0PVsoFNRqtdTpdNTr9VSpVFQoFFyXBzjDiB0A4GD5vq96va6zszOlUik1Gg3W3+GoEewAAAcvk8no7Ozs1vq7q6srhWHoujRgr5iKBQAkRj6fVy6XU6/XU7vd1uXlpfL5vMrlslIpvuUh+fhTDgBIFGOMisWiCoXCvP9dv99XsVhUqVSiwTESjWAHAEikaINFsVhUu91Wr9dTr9dToVAg4CGxCHYAgETzPE/ValWlUkntdlvdbpeAh8Qi2AEAjoLv+6rVaiqXywQ8JBbBDgBwVAh4SDKCHQDgKEUBr1QqzRscd7td5fN5lUolpdNp1yUCGyPYAQCOWiqVmo/gdbtddbtd9ft95XI5lUolZTIZ1yUCayPYAQCg6QhepVJRqVSaB7zLy0tlMhmVSiXlcjnXJQIPItgBALDA8zyVy2WVSiX1ej11Oh1dX1/L9/15fzzP4+AmxBPBDgCAJaJGx8ViUYPBQJ1OR61WS+12W4VCQcVikdMsEDv8iQQA4AG5XE65XE7D4fDWRotcLqdisahsNuu6REASwQ4AgLWl02nV63WNx+N5uBsMBkqlUioUCkzTwjmCHQAAG/J9f74ObzAYqNvtzqdpo1E8dtPCBYIdAACPZIxRPp9XPp/XaDSat0rp9/tKpVIqFovK5/OM4mFvCHYAAGxBKpVStVpVpVJRv99Xt9tVs9lUq9VSLpdToVBgLR52jmAHAMAWGWPm6+2Gw6F6vd58FM/3feXzeRUKBXbUYif4UwUAwI6k0+n5KF4QBPO+eJ1OR5lMZj6Ny1QttoVgBwDAjhlj5i1TJpPJfBQvmqrNZrPK5/PK5XIyxrguFweMYAcAwB55nqdSqaRSqaThcDifph0MBvMAmM/nlc1mCXnYGMEOAABH0um00um0KpWKwjCch7x+vy/P826FPGAdBDsAAGIgk8kok8nMQ140Xdvr9W6FvEwmw0geViLYAQAQI8YYZbNZZbNZWWs1GAw0GAxuhbxoTR7TtbiLYAcAQEwtNkC21ioIgltBLwqBUchjdy0IdgAAHIDFnbXWWoVhOA940caLTCYzf43v+65LhgMEOwAADszidG21Wp2HvMFgoGazqWazqVQqNQ95nFt7PAh2AAAcuMWNF6PRSIPBQEEQzJshR5svstksvfISjmAHAECCpFKpeZ+8yWRya11er9e7NWWbzWY52ixheDcBAEgoz/Pmmy8kfTVlK0m+789DHrtsDx/BDgCAI7E4ZTsej+dTtr1eT91udz6aF03ZMpp3eHjHAAA4Qr7vq1gsqlgsznfZRtO2rVZLrVZLvu/PQx6jeYeBYAcAwJFb3GUbjeZFIS9qjCzp1tq8dDrtuGosQ7ADAAC3+L6vQqGgQqEga62Gw+F82rbVas1fE4VBmiPHB8EOAACsFK27i3rhRaN50Ygeo3nxQrADAABrWxzNk37fabs4mrfYN4/RvP0i2AEAgEdbdzQv2oTBaN5uEewAAMBWLBvNi0Jeu91Wu91mNG/HCHYAAGAnotG8crmsyWQyn7JlNG93CHYAAGDnPM9bazRvsW8eo3mbI9gBAIC9uzuaF4W8IAjU7/cl6VbI4xSM9fB/CQAAOLXOmbapVEq5XE65XG6+WQNfI9gBAIBYWXam7WAwUKfTUafTmW/A4KizrxHsAABAbC2eabs4ZRttwIiOQ4uC3rGvyyPYAQCAg7A4ZWutvTVlOxgMJE1H+/L5vHK5nHzfd1zx/hHsAADAwYlG6rLZrKrV6vw8236/r2azqWazOT/mLJ/PH03II9gBAICDl06nlU6nVS6XNRqN5iGv1Wqp1WopnU7PQ16Sd9gm978MAAAcpVQqpVKppFKppPF4rH6/f6tfXiqVmk/pJi3kJeu/BgAAYIHv+7dCXjSSF4W8dDo9D3lJmK4l2AEAgKOwuMN2MeRF07VJ2HhBsAMAAEfnbsjr9/u3Nl5ks9l5yDukFioEOwAAcNQWp2tHo9E85DUaDUmab7rI5XKxb4ZMsAMAAJhJpVIql8sql8saDofzkDcYDGSMma/Hy2azrktdimAHAACwRNRCpVKpKAiCecjr9XryfX8e8tLptOtS5wh2AAAAD1hshhxtuojOro3TzlqCHQAAwJoWp2Mnk8l8FC/aWXtycqJcLuesPoIdAADAI3ieN99ZG226yGQyTmsi2AEAADxRtOnCtcNpzAIAAIB7rT1iZ4x5K6kmqTH79dxa+49Nb7jpdWav/3bhoStr7V83vS8AAEDSrRXsjDHvdSdQGWPeG2OebxKyNr2OMeYnST9ba98tPmaMeWut/bDufQEAAI6Bsdbe/wJjnkv6Yq2tL3nuRtI31trGgzfa8DqzEFiz1n6/5LV/eWi08OXLl/bz588PlQUAAHBQjDFfrLUvlz23zhq77yV9WvHcuaS3a9ax9nVmIfAHSe/vvtBaW3/MFDAAAEDSrRPsXmkavJY5l/R6zXttcp3vNV17t+r1AAAAuGOdYPdC0tWK584lLR0KfOJ1Xkn6RZKMMTVjzJvZKB4AAABW2Ea7k9oWrnH3Oi8kXRtj3mga8j5Jqs02ThDwAAAAlrg32BljarPfNp5yk0de50RSw1r7D2ttw1r7i6R3kr4sXO/ufd4aYz4bYz5fXFw8pWQAAICDE7sGxQuh7YW19tZmi9mau3NJ/77sa621H6y1L621L589e7bbQgEAAGLm3mC30H6k9pSbbHKdhdf+suIl55LePKUeAACAJHrqiF1NT5ymXXGdhqTrFa+9lsQ6OwAAgDvWCXafdPtIr0UnktbtArzJdc5nj63SWPOeAAAAR2OdYPeLVo+QPZf005r32uQ6/6npzthVr+VICQAAgDvWCXY/akmvutkmhxeS/r7kuWUBbpPrfJD0fMV1XmnJiRQAAADH7sGzYqX5ua2y1r5beOxHSb9aa/9657VfNA1q/zprUfLY6/wg6bW19vWd1+ru+bErar6Q9N8P/sc93Zmkyz3cB5vjvYk33p/44r2JN96feNvH+/N/rLVL23+sFeykaY84/b7J4VtJPy87s3UW3t5oGsq+OhJs3essvPZfFx76Yq39sFbBe2KM+bzqIF64xXsTb7w/8cV7E2+8P/Hm+v1JrfvCdQPVbDTu3T3Prx3M4hbiAAAA4ix2DYoBAADwOAS7p2NUMb54b+KN9ye+eG/ijfcn3py+P2uvsQMAAEC8MWIHAACQEAQ7AACAhFh7Vyx+d6dlS03S+aqWLdi/WQ/EU/1+esmPvD/xZIz5uNirEu7NPt8Wj3+8uttnFPu38LlWmz30Vf9X7N7sUIX3kj7e933FZU4g2G1o1qfv1gedMea9MeY5f8ncm70//2Gtbcz+/YWk/zLG/Nla+53T4nCLMeaNpifJICaMMT9p2lt0sYn8T8aYt7SfcmfWnP/9Ym9YY8wrfjDan9l7cCLpZ0lvJX2857VOcwKbJzYwO+Lsi7W2vuS5G0nfRIEC+zf7CenT3cbYxphXmv4l/I6Ru3iY/dT7N0lvrLXGcTnQ/JtR7e7JPrPPtr/wd8eN2edX7Z4DAT5aaz/tv7LjZYyxWvH9JA45gTV2m/le0qq/QOeapni48+2y005mH3oNTd8/xMNbSf/pughMzb4Z/aAl53Bba+uEOqdea/r5tczP+n3JCeLBeU4g2G3mlaZvzDLnmv4FhDs/zKaSlvksiSN4YmA2PR6FbcTD95quAVr1+QZ3rrQkcM+8lvTLiufghvOcQLDbzAtN/5Itcy6Cg2v3TUecSLreVyG41ytrLd+M4uWVZgHBGFMzxryZjeLBvQ+Snhtjfp39UCRp/gOSmIaNHec5gWC3XTXXBRwza+3rezZIRKNEcGi2DpJF+PHzQtL1woaWT5Jqs40TBDyHZuux/k3TH06/zBbhv5H0/O56SByE2q5vwK7YNc0We0tMHx2cWZiQVk9nYA9mAeGaDUaxdSKpsTAC9Isx5p2mYYKNYQ5Za38xxnwj6f9puhbyXBK7/GMmLjmBETsk2kLPoe9YP+TcGxbhx8/CN6MXd6f1Zn9nziX9+77rwu9m067/LukbTQNdNHr3xmlhiCWC3ZoWflqtOSwDm/tJ0jsChVuzb0C8BzG08Nm2at3juSQChCNRqLPWvrPWNmafZd9oOl3+E+EuPuKSEwh221MT07SxMuvx9BONVd2ajQidMGIaaw2t3lx0LYl1du78TdJfFh+YBbzXmq5X/ZuTqvAYNe0hJ7DGbjOfdPuonUUnmrbUQAzMjt/5lVAXC28l/ckY8693Hn8uzTu6S9MQzgYXN841/QxbpbGnOrAgmiZftb7RWvu9Meb/GmNqrIGMDec5gWC3mV+0uhnkc0k/rngOezSbmmjcDXXGmFcEh/1bdYROtAOTnX2x8J9a3cD7ufihNc7OCXWx4jwnMBW7mR+1pAfN7KeqF5L+vu+CcNvs+B2tGKmjgTSwXNQrbdmU6yuxo9yJWWCrrWo5M/vewxKHeHGeEwh2G5itEfowW7u16L2mC/Qb+68Kkdki4+9nv3+z8M/b2dRszWmBuOtEurUrE47MPrve6c5owmya/AMj3U691nSTxK1wN/v3r9bfYW+WLl2IQ04w1tpd3yNxZn3RapquO/lW0s/sunRvdsBy7Z6XvFs1LYj9mU3B/lnTkaCaplMX55oeNN9wVxlmn22LayG/sE7VvYW2TdLv6x2v+Dzbn9ngwJ80HXV7run78FnTz66vApvLnECwAwAASAimYgEAABKCYAcAAJAQBDsAAICEINgBAAAkBMEOAAAgIQh2AAAACUGwAwAASAiCHQAAQEIQ7AAAABKCYAcAAJAQ/x89ITmvDKRqqAAAAABJRU5ErkJggg==\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW170818\\_022509\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190602\\_175927\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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txVGI41j9fl/z+VxBEGz2pQKAXVp3zhaLRfV6vc3ULJ83OBYEO2SatVaj0Uij0UjGmE3nGtMjAPapXC7r/Pxc3W5X3W5XURSp2Wy6Lgv4KoIdMmuxWKjb7SpJElUqFbVaLbYrAXAwvu/r7OxM/X5/06TVbrf5HEKmEeyQOdbazRqXIAh0dnamUqnkuiwAJ8gYozAMVSgUNkeSdTod1t0hs/ibiUyJokjdbldxHNOVBiAzarWaCoWCrq6uNuGuWCy6Lgv4HcaTkRmTyUQXFxdK01RnZ2dqtVqEOgCZUSwWdX5+Ls/zdHl5qdls5rok4HcIdnDOWrs5t7FYLOqbb75h6hVAJq03NF6P3o3HY9clAV9gKhZOJUmiq6srRVGkRqOhRqPhuiQAuJfneTo7O1O321W/35e1VvV63XVZgCSCHRxaLBa6urqSJHU6HTYaBnA0jDHqdDrqdrsaDAay1vKDKTKBYAcnptOper3e5idfOswAHKN2uy1jjIbDoay17HUH5/huioMbjUYaDAYqFovqdDrsCQXgqIVhKGOMRqORJBHu4BTBDgc1GAw0Go1UqVQ2H4YAcOxarZYkbU7JYVoWrhDscDC9Xk+TyUS1Wm3zIQgAedFqtTYbrBtjaKiAE1sHO2PMa0mhpN7q90/W2r895qbGmFDSW0m/3neNXd4T7qy3M5lOp3S+Asi1MAxlrdVgMJAxRrVazXVJODFbBTtjzFtJl9baP11/zBjz/PpjW1znZ0kdSX+X9FrSr/u+J9yy1qrb7Wo2m6nZbPITLIDcW4e7fr8vz/NUqVRcl4QTYqy197/AmOeSPlpr27c815X0R2tt78E3NsZK+uG2Ebhd3PPly5f2w4cPDy0LO3Q91LVaLX5yBXAyrLW6vLxUFEU6Ozvj+DHslDHmo7X25W3PbdOO+KOk93c890nLkbddc3FP7Fiv1yPUAThJ633ufN/X1dWV4jh2XRJOxDbB7pWWYeo2nyR9t7tynN4TO9TtdjWdTtVsNgl1AE7Sep9OSbq8vFSSJI4rwinYJti9kHR5x3OfJN06FPhELu6JHen3+5tGCdbUAThlvu/r7OxMaZrq6upKX1v+BDzVLnaGDXdwjWO4J7YwGo00Ho9Vr9fpfgUASYVCQe12W1EUqdfruS4HOXdvsFttSyIttxs5iKfc0xjz2hjzwRjz4fPnzzutC183nU41GAxUqVTYeR0ArimXy2o2m5pOp5sTKoB9yNVZTtbad9bal9bal+fn567LOSnz+VzdblelUklhGLouBwAyp16vq1KpaDAYaDabuS4HOXVvsLu2pUi490oc3hNPE8exrq6uNtMNHBMGALcLw1CFQkHdbpdOWezFU0fsQh1wmtbhPXGH9YLgdWu/5+VqEBgAdmr9WWmM0dXVldI0dV0Scmab78LvJX17x3MdSfvYBdjFPfEI3W5XSZJs9msCANzP9311Oh3FcUwzBXZum2D3m6Tndzz3XNIvuyvH6T3xQP1+X/P5XK1Wi13VAeABisWims2mZrOZxuOx63KQI9sEu591y75xq+7VF5L+estzd4WybT34njisyWSi8XisWq2marXquhwAODr1el3lcln9fl+LxcJ1OciJrwY7a+0nSe+MMW9vPPVW0pubZ7YaYz5K+ocx5sUW9+/s4p44rDiO1e/3VSqV1Gq1XJcDAEcrDEP5vq9ut8t6O+xEsM2LrLVvVnvE/aRl48K3kn611v7tlpe/1x0NDqt//9+0HHWTpLfGmB+0PE3ii8D2wHviQKy1m2aJdrvtuhwAOGqe56nT6eji4kLdbndzBBnwWCavx5u8fPnSfvhAj8Wu9Xo9TSYTnZ2dqVQquS4HAHJhPB6r3++r2WxyFCO+yhjz0Vp76/Gq7E2BrU0mE00mEzUaDUIdAOxQrVbbbF4cRZHrcnDECHbYSpIk6vf7KhaLnAELAHvQarU26+3yOpuG/SPYYSvdbleSWFcHAHvieZ7a7famQQ14DIIdvmo0GmmxWGx+mgQA7EexWFS9XtdkMtF0OnVdDo4QwQ73iuNYw+FQ5XKZ/eoA4AAajYaKxaL6/b6SJHFdDo4MwQ736na7MsYoDEPXpQDASVh/5lprN8tggG0R7HCn8XisKIrUarXkefxVAYBDCYJArVZLi8VCo9HIdTk4Iny3xq2SJNFgMFCpVFKlUnFdDgCcnGq1qkqlouFwyBYo2BrBDrdad2QxBQsA7rRaLRlj2AIFWyPY4Xdms5lms5kajQZdsADgkOd5CsNw08gGfA3BDl+w1qrf7ysIAtVqNdflAMDJW+9KsN56CrgPwQ5fGI1GSpJkM/wPAHCPUymwLYIdNpIk0Wg0Urlc5ixYAMgQY4za7famsQ24C8EOG+v1G61Wy3ElAICb1qdSjMdjzedz1+Ugowh2kCRFUaTJZKJarUbDBABkVKPRUBAE6vV6StPUdTnIIIIdJEmDwUCe56nRaLguBQBwh+tTsuttqYDrCHbQfD7XfD5Xo9GgYQIAMq5QKKjRaGg6nWo6nbouBxlDsIOGw6F831e1WnVdCgBgC41GQ8ViUf1+X0mSuC4HGUKwO3Gz2UyLxYLROgA4MmEYylqrXq/nuhRkCMHuxA2HQwVBwHmwAHBkgiBQs9nUfD7XeDx2XQ4ygmB3wmazmaIoYrQOAI5UrVZTqVTSYDBQHMeuy0EGEOxOGKN1AHD8wjCUMYYpWUgi2J2s+XyuKIpUr9ddlwIAeALf99VqtbRYLDQajVyXA8cIdidqNBrJ931G6wAgByqViiqVigaDgaIocl0OHCLYnaDFYqH5fK56vc7aOgDIiVarJd/31e12Za11XQ4cIdidoNFoJM/z2LcOAHLE8zyFYag4jjdnf+P0EOxOTBzHms1mqtVqjNYBQM6USiXVajWNRiMtFgvX5cABgt2JGY/HMsYwWgcAOdVsNhUEAVOyJ4pgd0KstZpMJiqXy/J933U5AIA9MMYoDEMlSaJ+v++6HBwYwe6ETCYTWWvZ4gQAcq5YLKper2symWg2m7kuBwdEsDsh4/FYxWJRhULBdSkAgD1rNBoqFArq9XpK09R1OTgQgt2JmM1miuNYtVrNdSkAgAMwxqjdbstaq26367ocHAjB7kRMJhN5nqdyuey6FADAgQRBoGazqfl8zqkUJ4JgdwKSJNFsNlO1WmWLEwA4MbVaTeVyWYPBgC1QTgDB7gRMJhNJYosTADhRYRhyKsWJINidgMlkolKppCAIXJcCAHDA8zy1220lSaJer+e6HOwRwS7n5vO5kiRhtA4ATlyxWFSj0dB0Ot3M5CB/CHY5R9MEAGCt0WioVCqp3+8rjmPX5WAPCHY5lqapZrOZKpUKTRMAAEnL9XbGGF1dXbHeLocIdjk2m81krWUaFgCw4fu+2u224jhmvV0OEexybDKZKAgCTpoAAHyhVCqp2WxqOp2yv13OEOxyKkkSLRYLVSoV16UAADKoXq+zv10OEexyajqdSmLvOgDA3drttoIg0NXVlZIkcV0OdoBgl1OTyUTFYlG+77suBQCQUcYYdTodWWtppsgJgl0ORVGkOI4ZrQMAfFUQBGq324qiiGaKHCDY5dB6Gpa96wAA2yiXy5tmiuFw6LocPAFnTOXQdDpVqVSS55HbAQDbqdfriuNYw+FQQRDQfHek+M6fM1EUKUkSviABAA/WarVULBbV6/XolD1SBLucYRoWAPBY62YK3/d1dXXFsWNHiGCXM7PZjGlYAMCjeZ6nTqcjSbq8vGQblCPDd/8cWXfDMloHAHiKIAh0dnamNE11eXmpNE1dl4QtEexyZDabSRLr6wAAT1YoFNTpdJQkCXvcHRGCXY7QDQsA2KVSqaQwDLVYLAh3R4IEkBNxHDMNCwDYuUqlojAMNZ/PCXdHgGCXE+tpWIIdAGDXqtXqJtx1u13CXYYR7HJiPp8rCALOhgUA7EW1WlWr1dJsNiPcZRjBLgfSNNV8Pme0DgCwV7VajXCXcQS7HJjP55KYhgUA7N/1cHd5eUm4yxiCXQ7MZjN5nqdisei6FADACajVamq321osFrq4uGCfuwwh2OUA07AAgEOrVCrqdDqK41gXFxecUJERBLsjt1gslKapSqWS61IAACemXC5vNjG+uLjgbNkMINgdObY5AQC4VCqV9OzZM1lrdXFxocVi4bqkk0awO3Lz+VylUknGGNelAABOVKFQ0Pn5uTzP0+XlpabTqeuSThbB7oilaaooipiGBQA45/u+nj17pkKhoG63q9Fo5Lqkk0SwO2LrbU4IdgCALPA8T2dnZ6pUKhoMBur3+65LOjmB6wLweOttTgqFgutSAACQJBlj1G635fu+RqOR4jhWp9NhydCBMGJ3xNbr6wAAyJpms7k5X5btUA6HYHekoihimxMAQKZVq1WdnZ1t9rqLosh1SblHsDtSrK8DAByD9XYoknRxcbHZpgv7QbA7UvP5XEEQyPd916UAAHCvQqGgZ8+eKQgCXV1daTweuy4ptwh2R8haq8ViwabEAICjsd4OpVwuq9/vazAYuC4plwh2R2ixWMhaq2Kx6LoUAAC2ZoxRp9NRrVbTaDTS1dWVrLWuy8oVgt0RYn0dAOCYtVottVotzWYzXV5eKk1T1yXlBsHuCC0WCxWLRfYEAgAcrVqtpk6noyiK9PnzZ8Vx7LqkXCDYHZn1+jqmYQEAx65cLuvZs2ey1uri4mIzI4XHI9gdmcViIYlpWABAPhQKBZ2fn8vzPF1eXmoymbgu6agR7I7M+qcZRuwAAHmx7pgtlUrq9XoajUauSzpaBLsjw/o6AEAeeZ6nTqejSqWiwWCg4XDouqSjFLguANtbr6+r1+uuSwEAYOeMMWq32zLGaDgcylqrZrPpuqyjsnWwM8a8lhRK6q1+/2St/dtDb/iQ6xhjfpJ0tnqdJP3DWvunh94zL1hfBwA4BWEYyhij0Wgka61arZbrko7GVsHOGPNW0uX1UGWMeWuMef6QoPWQ6xhjfpb01lr76dpjr4wxv1prv9v2nnkyn89ljGF9HQAg91qt1ibcrf+Mr/tqsDPGPJf02lrbvv64tfaNMaZrjHlnre3t8jrGmFeSfr0e6lavfW+M+c4Y88pa+/6r/3U5s1gsVCgUWF8HADgJ62nY0WgkYwzTslvYpnniR0l3hahPkl5vea+HXOc7Ladqb/N3SS+2vGdusH8dAOAUNZvNzRFkNFR83TbB7pWWwes2n7QMYdt4yHUuJb2947XfSfpty3vmRhRFktjmBABwelqtlqrVqobDIVuhfMU2we6FlkHrNp8kvdzyXg+5zjtJz40x/zDGbEbn1v98itOw7F8HADhlYRhutkJhE+O77WK7k3AH1/jiOtbanjHmf0n6L0kfjTF/0nIKVtbaH3d0v6OyWCwUBIE8j60HAQCnKQxDpWmqXq8n3/fZJeIW96YEY0y4+sfeU27ymOtYa3+T9MfVv/OTllOzd03l5l4URYzWAQBO2nqfu0KhoKurq80yJfxLZod/VtOu/6lluPtBUkfL0bvv7/l3XhtjPhhjPnz+/PlAle5fFEVK05SfTAAAJ299QsX6bNkkSVyXlCn3Brtr25iET7nJQ6+zDnXW2jfW2t5qA+M/atlV+8td4c5a+85a+9Ja+/L8/PwpJWfKemNiRuwAAFieLXt2diZJurq6krXWcUXZ8dQRu1BPnKa94zp/lvQf11+wCnjfadlY8ecd3PNoLBYL+b4v3/ddlwIAQCYEQaB2u60oitTtdl2XkxnbBLv3kr6947mOpA9b3mur66zX49216fG6eeLaur3cY/86AAB+r1QqqdlsajabscfdyjbB7jdJz+947rmkX7a8166uIy3Pl+094PVHK0kSJUlCsAMA4Bb1en2zx91sNnNdjnPbBLufdctedasRsxeS/nrLc7cFuK2uswps4R3XWL/+ZLpjWV8HAMD9Wq2WisWiut2u4jh2XY5TXw12q/Na3xljbp4E8VbSm5sjZ8aYj5K+2Fj4Edf5TssmiS/C3erPv1t/l2dRFMkYoyDYxZaDAADkz3obFGPMyTdTbJUWrLVvVluJ/KRlk8O3kn5ddave9F53NFVsex1r7afVBsVvVwfer691aa39YZua82KxWKhQKGj1/wEAANzC9321221dXl6q1+up3W67LskJk9dU+/LlS/vhw7Z9HdlkrdV///d/q1arqdlsui4HAIDMGw6HGg6HCsNQ1WrVdTl7YYz5aK299UjXzG5QDCmOY1lrVSgUXJcCAMBRaDQaKpVK6vf7J3kyBcEuw2icAADg4drttjzPU7fbPbn1dgS7DIuiSJ7nsTExAAAP4HmewjBUHMcaDAauyzkogl2GsTExAACPUyqVVK/XNR6PT2p/O4JdRqVpqjiOWV8HAMAjNRoNFQoF9Xo9pWnqupyDINhl1HrBJyN2AAA8jjFGYRjKWqter+e6nIMg2GXUunGCETsAAB6vUChszpOdTCauy9k7gl1GRVGkIAjkebxFAAA8Ra1W22yBkiSJ63L2itSQUTROAACwO2EYSlLup2QJdhmUJInSNGUaFgCAHfF9X61WS/P5PNdTsgS7DGJjYgAAdq9areZ+SpZgl0FRFMkYoyAIXJcCAECu5H1KlmCXQVEUqVAoyBjjuhQAAHLF9301m83cTskS7DJosViwvg4AgD2p1WoqFosaDAa5m5Il2GVMHMey1hLsAADYo/XGxXk7S5ZglzHrEycIdgAA7E8QBKrX65pOp5rP567L2RmCXcbQOAEAwGHU63UFQaBerydrretydoJglzHrEydonAAAYL/WZ8kmSaLhcOi6nJ0g2GXMuiMWAADsX7FYVLVa1Wg02iyHOmYEuwxZnzjBxsQAABxOs9mU53nq9/uuS3kygl2GrE+cYMQOAIDD8TxPrVZLi8VC4/HYdTlPQrDLEBonAABwo1KpqFQqHf3edgS7DKFxAgAAd1qtliQd9d52BLsMoXECAAB38rC3HcEuI9aNEwQ7AADcqdfr8n1f/X7/KPe2I9hlBCdOAADgnjFGrVZLcRwfZSMFwS4j6IgFACAbyuWyyuWyhsPh0TVSEOwyIo5jFQoFGicAAMiAY22kINhlxLojFgAAuOf7/lE2UhDsMiBNUyVJwjQsAAAZcoyNFAS7DKBxAgCA7DnGRgqCXQYQ7AAAyKZja6Qg2GVAHMfyfV+ex9sBAEDWHFMjBUkiA2icAAAgu46pkYJg55i1drPVCQAAyKZ6va4gCDLfSEGwcyyOY1lrCXYAAGTYsTRSEOwco3ECAIDjUCqVMt9IQbBzLI5jGWNYYwcAwBFYN1L0+33HldyOYOcYjRMAABwP3/fVaDQ0m800m81cl/M7BDvHoihiGhYAgCNSq9Uy20hBsHMoSRKlaUqwAwDgiKwbKZIk0Wg0cl3OFwh2DtE4AQDAcSqVSqpUKhqNRorj2HU5GwQ7h9Z/EQh2AAAcn2azKSlbjRQEO4eiKJLv+zLGuC4FAAA8kO/7ajabms/nmWmkINg5ROMEAADHrVarqVAoZKaRgmDnCEeJAQCQD+tGiuFw6LoUgp0r6/V17GEHAMBxKxaLqlarmWikIFU4QuMEAAD50Ww2M3HMGMHOkSiKZIyR7/uuSwEAAE/keZ7Ozs5cl8FUrCtxHCsIAjpiAQDAzhDsHOGMWAAAsGsEOwestUqShPV1AABgpwh2DqyPEmPEDgAA7BLBzgE6YgEAwD4Q7BygIxYAAOwDwc4BTpwAAAD7QLBzgI5YAACwDwS7A0vTVGmaMmIHAAB2jmB3YHTEAgCAfSHYHRgdsQAAYF8IdgcWRZE8z5Pn8b8eAADsFuniwOiIBQAA+0KwOzA6YgEAwL4Q7A4oSRJZaxmxAwAAe0GwOyA6YgEAwD4R7A5o3RFLsAMAAPtAsDugOI7l+z4dsQAAYC9IGAdE4wQAANgngt0BxXFMsAMAAHtDsDuQdUcswQ4AAOwLwe5AOEoMAADsG8HuQNjqBAAA7BvB7kDiOOaMWAAAsFekjAOhcQIAAOwbwe5A4jhmfR0AANgrgt0BJEmiNE0ZsQMAAHtFsDsAjhIDAACHQLA7AIIdAAA4BILdAaw7Yn3fd10KAADIMYLdAXBGLAAAOISt04Yx5rWkUFJv9fsna+3fHnrDh15n9fpvrz10aa3900Pv61IcxyqXy67LAAAAObdVsDPGvNWNQGWMeWuMef6QkPXQ6xhjfpH0d2vtm+uPGWNeW2vfbXtfl9I0pSMWAAAcxFfThjHmuaTX1tr29cettW+MMV1jzDtrbW/X11mFwKtbAt8rSX/52v2ygjNiAQDAoWyzxu5HSe/veO6TpNdb3mvr66xC4E+S3t58obW2/ZgpYFc4IxYAABzKNsHulZbB6zafJH235b0ecp0ftVx7d9frj0YcxzLG0BELAAD2bptg90LS5R3PfZL0cst7PeQ6ryT9JknGmNAY8/1qFO/ocEYsAAA4lF1sdxLu4Bo3r/NC0pUx5nstQ957SeGqceKoAh7BDgAAHMq9wc4YE67+sfeUmzzyOh1JPWvt36y1PWvtb5LeSPp47Xo37/PaGPPBGPPh8+fPTyl5J9I0VZIkNE4AAICDyNwGxddC2wtr7RfNFqs1d58k/edt/6619p219qW19uX5+fl+C90CR4kBAIBDujfYXdt+JHzKTR5ynWuv/e2Ol3yS9P1T6jkUgh0AADikp47YhXriNO0d1+lJurrjtVeSjmKd3bojlmAHAAAOYZtg915fHul1XUfShy3v9ZDrfFo9dpfelvd0isYJAABwSNsEu9909wjZc0m/bHmvh1znL1p2xt712m3DpFNRFBHsAADAwWwT7H7WLXvVrZocXkj66y3P3RbgHnKdd5Ke33GdV7rlRIqssdYqSRKCHQAAOJivBrtVJ+q71dmt172V9ObmObHGmI+S/mGM+WLE7SHXWf3zGy3D4PVr/yzp3c1u2SyicQIAABzaVqnDWvtmtUfcT1qub/tW0q93nNn6Xnc0VTzkOtbaPxljeqswt/bRWvtum5pdI9gBAIBD2zp1bBuorLVvtBxte9J1HvrarCHYAQCAQ8vcBsV5EcexfN+XMcZ1KQAA4EQQ7PaErU4AAMChEez2hGAHAAAOjWC3B0mSyFpLsAMAAAdFsNsDGicAAIALBLs9INgBAAAXCHZ7EMexjDHyfd91KQAA4IQQ7PaAxgkAAOACwW4PCHYAAMAFgt2OWWuVJAnBDgAAHBzBbsdonAAAAK4Q7HZsHewKhYLjSgAAwKkh2O3YOtjREQsAAA6NYLdjcRzL930ZY1yXAgAATgzBbsfiOGYaFgAAOEGw2zG2OgEAAK4Q7HYoSRJZawl2AADACYLdDrHVCQAAcIlgt0MEOwAA4BLBbofiOJbnefI8/rcCAIDDI4HsEI0TAADAJYLdDhHsAACASwS7HbHWKkkSgh0AAHCGYLcjNE4AAADXCHY7QrADAACuEex2ZB3sfN93XAkAADhVBLsdiaJIQRDIGOO6FAAAcKIIdjtCRywAAHCNYLcjdMQCAADXCHY7EMexrLUEOwAA4BTBbgfoiAUAAFlAsNsBgh0AAMgCgt0OxHEsz/PkefzvBAAA7pBEdoCOWAAAkAUEux0g2AEAgCwg2D1RmqZK05RgBwAAnCPYPRGNEwAAICsIdk9EsAMAAFlBsHuidbDzfd9xJQAA4NQR7J5o3ThhjHFdCgAAOHEEuyeiIxYAAGQFwe6JkiQh2AEAgEwg2D1BHMey1hLsAABAJhDsnoCOWAAAkCUEuycg2AEAgCwh2D1BHMfyPE+ex/9GAADgHonkCeiIBQAAWUKwewKCHQAAyBKC3SOlaao0TQl2AAAgMwh2j0TjBAAAyBqC3SP5vq9ms6lCoeC6FAAAAEkSw02P5Pu+6vW66zIAAAA2GLEDAADICYIdAABAThDsAAAAcoJgBwAAkBMEOwAAgJwg2AEAAOQEwQ4AACAnCHYAAAA5QbADAADICYIdAABAThDsAAAAcoJgBwAAkBMEOwAAgJwg2AEAAOQEwQ4AACAnjLXWdQ17YYz5LOn/HeBWzyRdHOA+eDjem2zj/cku3pts4/3JtkO8P//DWnt+2xO5DXaHYoz5YK196boO/B7vTbbx/mQX70228f5km+v3h6lYAACAnCDYAQAA5ATB7uneuS4Ad+K9yTben+zivck23p9sc/r+sMYOAAAgJxixAwAAyAmCHQAAQE4Ergs4RsaY15JCSb3V75+stX9zWBKuMcb8JOlM0ovVQz/z/mSTMeZXa+13ruvAv6w+37699tCltfZPrurB0rXPtXD10D94Xw7PGBNKeivp1/u+r7jMCQS7BzLGvNWNDzpjzFtjzHO+yNxbvT//x1rbW/35haT/Msb8u7X2B6fF4QvGmO8lvXJdB/7FGPOLpL9ba99cf8wY89pay4J9R4wxP0t6a639dO2xV/xgdDir96Aj6e+SXkv69Z7XOs0JNE88gDHmuaSP1tr2Lc91Jf1xHShweKufkN5f//BbPf5Kyy/CHxi5y4bVT71/lvS9tdY4LgfafDMKrbU/3ni8K+k/+NpxY/X5Fd72/3/1nv1qrX1/+MpOlzHG6o7vJ1nICayxe5gfJd31BfRJyxQPd769GeokafWh19Py/UM2vJb0F9dFYGn1zegnLaeYvmCtbRPqnPpOy8+v2/xd/1pygmxwnhMIdg/zSss35jaftPwChDs/raaSbvNBEkfwZMBqenwdtpENP2q5Buiuzze4c6lbAvfKd5J+O2At+DrnOYFg9zAvtPwiu80nERxcu286oiPp6lCF4F6vrLV8M8qWV1oFBGNMaIz5fjWKB/feSXpujPnH6ociSZsfkMQ0bOY4zwkEu90KXRdwyqy1393TILEeJYJDq3WQLMLPnheSrq41tLyXFK4aJwh4Dq3WY/0vLX84/bhahP+9pOc310PiKIT7vgFdsVtaLfaWmD46OqswId09nYEDWAWEKxqMMqsjqXdtBOg3Y8wbLcMEjWEOWWt/M8b8UdL/1XIt5CdJdPlnTFZyAiN2yLVrew79wPoh575nEX72XPtm9OLmtN7qa+aTpP88dF34l9W0639K+qOWgW49eve908KQSQS7LV37aTV0WAYe7hdJbwgUbq2+AfEeZNC1z7a71j1+kkSAcGQd6qy1b6y1vdVn2R+1nC7/hXCXHVnJCQS73QnFNG2mrPZ4+oWNVd1ajQh1GDHNtJ7ubi66ksQ6O3f+LOk/rj+wCnjfable9c9OqsJjhDpATmCN3cO815dH7VzX0XJLDWTA6vidfxDqMuG1pH8zxvzPG48/lzY7ukvLEE6DixuftPwMu0vvQHXgmvU0+V3rG621Pxpj/rcxJmQNZGY4zwkEu4f5TXdvBvlc0s93PIcDWk1N9G6GOmPMK4LD4d11hM66A5POvkz4i+7ewPu5+KE1yz4R6jLFeU5gKvZhftYte9Csfqp6Iemvhy4IX1odv6M7RurYQBq43XqvtNumXF+JjnInVoEtvGvLmdX3HpY4ZIvznECwe4DVGqF3q7Vb173VcoF+7/BVYW21yPjH1T9/f+3X69XUbOi0QNzUkb7oyoQjq8+uN7oxmrCaJn/HSLdT32nZJPFFuFv9+Xfr73Awty5dyEJOMNbafd8jd1b7ooVarjv5VtLf6bp0b3XAcnjPS97cNS2Iw1lNwf67liNBoZZTF5+0PGi+564yrD7brq+F/Mg6Vfeubdsk/Wu94yWfZ4ezGhz4Ny1H3Z5r+T580PKz63eBzWVOINgBAADkBFOxAAAAOUGwAwAAyAmCHQAAQE4Q7AAAAHKCYAcAAJATBDsAAICcINgBAADkBMEOAAAgJwh2AAAAOUGwAwAAyIn/D3VCrpJtAlY2AAAAAElFTkSuQmCC\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190413\\_134308\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190719\\_215514\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190527\\_092055\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW170403\\_230611\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "analyzing GW190514\\_065416\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 735.243x490.405 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "for i in range(len(mpv_inv)):\n",
+    "    plt.figure()\n",
+    "    print('analyzing',labels[mpv_inv_arg[i]])\n",
+    "    #read in the mpv_inv distribution and the prior distribution for the i-th event\n",
+    "    data = mpv_inv[mpv_inv_arg[i]]\n",
+    "    prior_data = prior[mpv_inv_arg[i]]\n",
+    "    #kde the distribution\n",
+    "    kde = stats.gaussian_kde(data)\n",
+    "    prior_kde = stats.gaussian_kde(prior_data)\n",
+    "\n",
+    "    #reweight the M_pv^{-1}'s distribution to that with a uniform prior\n",
+    "    norm = np.sum(kde(bins)/prior_kde(bins))*(bins[2]-bins[1])\n",
+    "    \n",
+    "    #plot the most stringent six events with colored lines, and the rest with grey\n",
+    "    if i < 7:\n",
+    "        plt.plot(bins, kde(bins)/prior_kde(bins)/norm,label=labels[mpv_inv_arg[i]])\n",
+    "    elif i == 7:\n",
+    "        plt.plot(bins, kde(bins)/prior_kde(bins)/norm,color='black',alpha=0.1,label='other 3-OGC events')\n",
+    "    else:\n",
+    "        plt.plot(bins, kde(bins)/prior_kde(bins)/norm,color='black',alpha=0.1)\n",
+    "    plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f3be3b8a",
+   "metadata": {},
+   "source": [
+    "# Find the Mpv^{-1} 90% upper limit"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "id": "surprised-level",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([1.68264838e-57, 1.25635649e-56, 8.00931791e-56, ...,\n",
+       "       0.00000000e+00, 0.00000000e+00, 0.00000000e+00])"
+      ]
+     },
+     "execution_count": 33,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "combine"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "id": "deluxe-fence",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "norm_combine = combine / ( np.sum(combine) * (bins[2] - bins[1]) )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 45,
+   "id": "e0883b9e",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "1.1400000000000001"
+      ]
+     },
+     "execution_count": 45,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "findtail(norm_combine,bins)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "690e356f",
+   "metadata": {},
+   "source": [
+    "# M_pv ^ -1 = 1.11"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 46,
+   "id": "dfe73fce",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0.8771929824561403"
+      ]
+     },
+     "execution_count": 46,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "1/findtail(norm_combine,bins)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "726d4701",
+   "metadata": {},
+   "source": [
+    "# Therefore, M_pv > 0.88 GeV"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "a9edc6d9",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "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": 5
+}
-- 
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