Fit-Higgsbasis.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "from smelli import GlobalLikelihood\n",
    "from wilson import Wilson\n",
    "from iminuit import Minuit\n",
    "import flavio\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "gl = GlobalLikelihood(\n",
    "    basis=\"Higgs-Warsaw up\",\n",
    "    include_likelihoods=[\n",
    "        \"likelihood_higgs.yaml\",\n",
    "        \"likelihood_ewpt.yaml\",\n",
    "        \"likelihood_eeww.yaml\",\n",
    "    ],\n",
    "    fix_ckm=True,  # save time by not computing NP shifts in CKM\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "flavio.config[\"renormalization scale\"][\"hdecays\"] = 91.1876  # same as EWPT to avoid RG"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "coeffs = {\n",
    "    \"W\": \"c_W\",\n",
    "    \"cgammagamma\": \"c_{\\gamma\\gamma}\",\n",
    "    \"cgg\": \"c_{gg}\",\n",
    "    \"czBox\": \"c_{z\\Box}\",\n",
    "    \"czgamma\": \"c_{z\\gamma}\",\n",
    "    \"czz\": \"c_{zz}\",\n",
    "    \"deltacz\": \"\\delta c_z\",\n",
    "    \"deltagWlL_11\": \"\\delta g^{Wl}_{L\\,11}\",\n",
    "    \"deltagWlL_22\": \"\\delta g^{Wl}_{L\\,22}\",\n",
    "    \"deltagWlL_33\": \"\\delta g^{Wl}_{L\\,33}\",\n",
    "    \"deltagZeL_11\": \"\\delta g^{Ze}_{L\\,11}\",\n",
    "    \"deltagZeL_22\": \"\\delta g^{Ze}_{L\\,22}\",\n",
    "    \"deltagZeL_33\": \"\\delta g^{Ze}_{L\\,33}\",\n",
    "    \"deltagZdL_11\": \"\\delta g^{Zd}_{L\\,11}\",\n",
    "    \"deltagZdL_22\": \"\\delta g^{Zd}_{L\\,22}\",\n",
    "    \"deltagZdL_33\": \"\\delta g^{Zd}_{L\\,33}\",\n",
    "    \"deltagZdR_11\": \"\\delta g^{Zd}_{R\\,11}\",\n",
    "    \"deltagZdR_22\": \"\\delta g^{Zd}_{R\\,22}\",\n",
    "    \"deltagZdR_33\": \"\\delta g^{Zd}_{R\\,33}\",\n",
    "    \"deltagZeR_11\": \"\\delta g^{Ze}_{R\\,11}\",\n",
    "    \"deltagZeR_22\": \"\\delta g^{Ze}_{R\\,22}\",\n",
    "    \"deltagZeR_33\": \"\\delta g^{Ze}_{R\\,33}\",\n",
    "    \"deltagZuL_11\": \"\\delta g^{Zu}_{L\\,11}\",\n",
    "    \"deltagZuL_22\": \"\\delta g^{Zu}_{L\\,22}\",\n",
    "    # \"deltagZuL_33\": \"\\delta g^{Zu}_{L\\,33}\",  # no W->tb included\n",
    "    \"deltagZuR_11\": \"\\delta g^{Zu}_{R\\,11}\",\n",
    "    \"deltagZuR_22\": \"\\delta g^{Zu}_{R\\,22}\",\n",
    "    # \"deltagZuR_33\": \"\\delta g^{Zu}_{R\\,33}\",  # no Z->tt allowed\n",
    "    # \"deltalambda3\": \"deltalambda3\",  # self-coupling not measured\n",
    "    # \"uphi_22\": r\"[C_{u\\varphi}]_{22}\",  # charm Yukawa almost unconstrained\n",
    "    \"uphi_33\": r\"[C_{u\\varphi}]_{33}\",\n",
    "    \"dphi_33\": r\"[C_{d\\varphi}]_{33}\",\n",
    "    \"ephi_22\": r\"[C_{e\\varphi}]_{22}\",\n",
    "    \"ephi_33\": r\"[C_{e\\varphi}]_{33}\",\n",
    "    \"ll_1221\": r\"[C_{ll}]_{1221}\",\n",
    "}\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "def chi2(C):\n",
    "    \"\"\"chi^2 function from smelli global likelihood\"\"\"\n",
    "    w = Wilson(\n",
    "        {k: C[i] for i, k in enumerate(coeffs)}, 91.1876, \"SMEFT\", \"Higgs-Warsaw up\"\n",
    "    )\n",
    "    pp = gl.parameter_point(w)\n",
    "    try:\n",
    "        chi2 = -2 * pp.log_likelihood_global()\n",
    "    except ValueError:\n",
    "        return np.inf\n",
    "    return chi2\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "N = len(coeffs)\n",
    "m = Minuit.from_array_func(\n",
    "    chi2, start=np.zeros(N), error=np.ones(N) * 1e-8, name=coeffs, errordef=1\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 7min 18s, sys: 514 ms, total: 7min 19s\n",
      "Wall time: 7min 22s\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<tr>\n",
       "<td colspan=\"2\" title=\"Minimum value of function\">\n",
       "FCN = -41.12\n",
       "</td>\n",
       "<td align=\"center\" colspan=\"3\" title=\"No. of calls in last algorithm and total number of calls\">\n",
       "Ncalls = 6467 (6467 total)\n",
       "</td>\n",
       "</tr>\n",
       "<tr>\n",
       "<td colspan=\"2\" title=\"Estimated distance to minimum and target threshold\">\n",
       "EDM = 9.29E-05 (Goal: 1E-05)\n",
       "</td>\n",
       "<td align=\"center\" colspan=\"3\" title=\"Increase in FCN which corresponds to 1 standard deviation\">\n",
       "up = 1.0\n",
       "</td>\n",
       "</tr>\n",
       "<tr>\n",
       "<td align=\"center\" title=\"Validity of the migrad call\">\n",
       "Valid Min.\n",
       "</td>\n",
       "<td align=\"center\" title=\"Validity of parameters\">\n",
       "Valid Param.\n",
       "</td>\n",
       "<td align=\"center\" title=\"Is EDM above goal EDM?\">\n",
       "Above EDM\n",
       "</td>\n",
       "<td align=\"center\" colspan=\"2\" title=\"Did last migrad call reach max call limit?\">\n",
       "Reached call limit\n",
       "</td>\n",
       "</tr>\n",
       "<tr>\n",
       "<td align=\"center\" style=\"background-color:#92CCA6;\">\n",
       "True\n",
       "</td>\n",
       "<td align=\"center\" style=\"background-color:#92CCA6;\">\n",
       "True\n",
       "</td>\n",
       "<td align=\"center\" style=\"background-color:#92CCA6;\">\n",
       "False\n",
       "</td>\n",
       "<td align=\"center\" colspan=\"2\" style=\"background-color:#92CCA6;\">\n",
       "False\n",
       "</td>\n",
       "</tr>\n",
       "<tr>\n",
       "<td align=\"center\" title=\"Did Hesse fail?\">\n",
       "Hesse failed\n",
       "</td>\n",
       "<td align=\"center\" title=\"Has covariance matrix\">\n",
       "Has cov.\n",
       "</td>\n",
       "<td align=\"center\" title=\"Is covariance matrix accurate?\">\n",
       "Accurate\n",
       "</td>\n",
       "<td align=\"center\" title=\"Is covariance matrix positive definite?\">\n",
       "Pos. def.\n",
       "</td>\n",
       "<td align=\"center\" title=\"Was positive definiteness enforced by Minuit?\">\n",
       "Forced\n",
       "</td>\n",
       "</tr>\n",
       "<tr>\n",
       "<td align=\"center\" style=\"background-color:#92CCA6;\">\n",
       "False\n",
       "</td>\n",
       "<td align=\"center\" style=\"background-color:#92CCA6;\">\n",
       "True\n",
       "</td>\n",
       "<td align=\"center\" style=\"background-color:#92CCA6;\">\n",
       "True\n",
       "</td>\n",
       "<td align=\"center\" style=\"background-color:#92CCA6;\">\n",
       "True\n",
       "</td>\n",
       "<td align=\"center\" style=\"background-color:#92CCA6;\">\n",
       "False\n",
       "</td>\n",
       "</tr>\n",
       "</table>\n",
       "<table>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td/>\n",
       "<th title=\"Variable name\">\n",
       "Name\n",
       "</th>\n",
       "<th title=\"Value of parameter\">\n",
       "Value\n",
       "</th>\n",
       "<th title=\"Hesse error\">\n",
       "Hesse Error\n",
       "</th>\n",
       "<th title=\"Minos lower error\">\n",
       "Minos Error-\n",
       "</th>\n",
       "<th title=\"Minos upper error\">\n",
       "Minos Error+\n",
       "</th>\n",
       "<th title=\"Lower limit of the parameter\">\n",
       "Limit-\n",
       "</th>\n",
       "<th title=\"Upper limit of the parameter\">\n",
       "Limit+\n",
       "</th>\n",
       "<th title=\"Is the parameter fixed in the fit\">\n",
       "Fixed\n",
       "</th>\n",
       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "0\n",
       "</td>\n",
       "<td>\n",
       "W\n",
       "</td>\n",
       "<td>\n",
       "0.21E-6\n",
       "</td>\n",
       "<td>\n",
       "1.87E-6\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td>\n",
       "1\n",
       "</td>\n",
       "<td>\n",
       "cgammagamma\n",
       "</td>\n",
       "<td>\n",
       "-0.5E-7\n",
       "</td>\n",
       "<td>\n",
       " 1.1E-7\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "2\n",
       "</td>\n",
       "<td>\n",
       "cgg\n",
       "</td>\n",
       "<td>\n",
       "-1.6E-8\n",
       "</td>\n",
       "<td>\n",
       " 1.4E-8\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td>\n",
       "3\n",
       "</td>\n",
       "<td>\n",
       "czBox\n",
       "</td>\n",
       "<td>\n",
       "0.5E-5\n",
       "</td>\n",
       "<td>\n",
       "0.6E-5\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "4\n",
       "</td>\n",
       "<td>\n",
       "czgamma\n",
       "</td>\n",
       "<td>\n",
       "-0.6E-6\n",
       "</td>\n",
       "<td>\n",
       " 0.6E-6\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td>\n",
       "5\n",
       "</td>\n",
       "<td>\n",
       "czz\n",
       "</td>\n",
       "<td>\n",
       "-1.2E-5\n",
       "</td>\n",
       "<td>\n",
       " 1.6E-5\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "6\n",
       "</td>\n",
       "<td>\n",
       "deltacz\n",
       "</td>\n",
       "<td>\n",
       "0.5E-6\n",
       "</td>\n",
       "<td>\n",
       "1.5E-6\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td>\n",
       "7\n",
       "</td>\n",
       "<td>\n",
       "deltagWlL_11\n",
       "</td>\n",
       "<td>\n",
       "-0.9E-7\n",
       "</td>\n",
       "<td>\n",
       " 0.5E-7\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "8\n",
       "</td>\n",
       "<td>\n",
       "deltagWlL_22\n",
       "</td>\n",
       "<td>\n",
       "-2.4E-7\n",
       "</td>\n",
       "<td>\n",
       " 0.8E-7\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td>\n",
       "9\n",
       "</td>\n",
       "<td>\n",
       "deltagWlL_33\n",
       "</td>\n",
       "<td>\n",
       "2.6E-7\n",
       "</td>\n",
       "<td>\n",
       "1.0E-7\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "10\n",
       "</td>\n",
       "<td>\n",
       "deltagZeL_11\n",
       "</td>\n",
       "<td>\n",
       "-0.7E-8\n",
       "</td>\n",
       "<td>\n",
       " 0.5E-8\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td>\n",
       "11\n",
       "</td>\n",
       "<td>\n",
       "deltagZeL_22\n",
       "</td>\n",
       "<td>\n",
       "-0.14E-8\n",
       "</td>\n",
       "<td>\n",
       " 1.85E-8\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "12\n",
       "</td>\n",
       "<td>\n",
       "deltagZeL_33\n",
       "</td>\n",
       "<td>\n",
       "-0.5E-8\n",
       "</td>\n",
       "<td>\n",
       " 1.0E-8\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td>\n",
       "13\n",
       "</td>\n",
       "<td>\n",
       "deltagZdL_11\n",
       "</td>\n",
       "<td>\n",
       "-0.08E-6\n",
       "</td>\n",
       "<td>\n",
       " 0.68E-6\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "14\n",
       "</td>\n",
       "<td>\n",
       "deltagZdL_22\n",
       "</td>\n",
       "<td>\n",
       "0.4E-6\n",
       "</td>\n",
       "<td>\n",
       "0.6E-6\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td>\n",
       "15\n",
       "</td>\n",
       "<td>\n",
       "deltagZdL_33\n",
       "</td>\n",
       "<td>\n",
       "0.52E-7\n",
       "</td>\n",
       "<td>\n",
       "0.27E-7\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "16\n",
       "</td>\n",
       "<td>\n",
       "deltagZdR_11\n",
       "</td>\n",
       "<td>\n",
       "1.5E-6\n",
       "</td>\n",
       "<td>\n",
       "0.9E-6\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td>\n",
       "17\n",
       "</td>\n",
       "<td>\n",
       "deltagZdR_22\n",
       "</td>\n",
       "<td>\n",
       "0.28E-6\n",
       "</td>\n",
       "<td>\n",
       "0.71E-6\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "18\n",
       "</td>\n",
       "<td>\n",
       "deltagZdR_33\n",
       "</td>\n",
       "<td>\n",
       "0.33E-6\n",
       "</td>\n",
       "<td>\n",
       "0.11E-6\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td>\n",
       "19\n",
       "</td>\n",
       "<td>\n",
       "deltagZeR_11\n",
       "</td>\n",
       "<td>\n",
       "-0.9E-8\n",
       "</td>\n",
       "<td>\n",
       " 0.6E-8\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "20\n",
       "</td>\n",
       "<td>\n",
       "deltagZeR_22\n",
       "</td>\n",
       "<td>\n",
       "-0.18E-8\n",
       "</td>\n",
       "<td>\n",
       " 2.10E-8\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td>\n",
       "21\n",
       "</td>\n",
       "<td>\n",
       "deltagZeR_33\n",
       "</td>\n",
       "<td>\n",
       "0.8E-8\n",
       "</td>\n",
       "<td>\n",
       "1.0E-8\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "22\n",
       "</td>\n",
       "<td>\n",
       "deltagZuL_11\n",
       "</td>\n",
       "<td>\n",
       "0.19E-6\n",
       "</td>\n",
       "<td>\n",
       "0.47E-6\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td>\n",
       "23\n",
       "</td>\n",
       "<td>\n",
       "deltagZuL_22\n",
       "</td>\n",
       "<td>\n",
       "-0.31E-7\n",
       "</td>\n",
       "<td>\n",
       " 0.72E-7\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "24\n",
       "</td>\n",
       "<td>\n",
       "deltagZuR_11\n",
       "</td>\n",
       "<td>\n",
       "1.3E-6\n",
       "</td>\n",
       "<td>\n",
       "0.8E-6\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td>\n",
       "25\n",
       "</td>\n",
       "<td>\n",
       "deltagZuR_22\n",
       "</td>\n",
       "<td>\n",
       "-0.6E-7\n",
       "</td>\n",
       "<td>\n",
       " 0.8E-7\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "26\n",
       "</td>\n",
       "<td>\n",
       "uphi_33\n",
       "</td>\n",
       "<td>\n",
       "-0.08E-6\n",
       "</td>\n",
       "<td>\n",
       " 2.70E-6\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td>\n",
       "27\n",
       "</td>\n",
       "<td>\n",
       "dphi_33\n",
       "</td>\n",
       "<td>\n",
       "0.16E-7\n",
       "</td>\n",
       "<td>\n",
       "0.50E-7\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "28\n",
       "</td>\n",
       "<td>\n",
       "ephi_22\n",
       "</td>\n",
       "<td>\n",
       "0.4E-8\n",
       "</td>\n",
       "<td>\n",
       "0.5E-8\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td>\n",
       "29\n",
       "</td>\n",
       "<td>\n",
       "ephi_33\n",
       "</td>\n",
       "<td>\n",
       "-0.13E-8\n",
       "</td>\n",
       "<td>\n",
       " 1.89E-8\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "30\n",
       "</td>\n",
       "<td>\n",
       "ll_1221\n",
       "</td>\n",
       "<td>\n",
       "-0.67E-6\n",
       "</td>\n",
       "<td>\n",
       " 0.20E-6\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "</table>\n"
      ],
      "text/plain": [
       "------------------------------------------------------------------\n",
       "| FCN = -41.12                  |    Ncalls=6467 (6467 total)    |\n",
       "| EDM = 9.29E-05 (Goal: 1E-05)  |            up = 1.0            |\n",
       "------------------------------------------------------------------\n",
       "|  Valid Min.   | Valid Param.  | Above EDM | Reached call limit |\n",
       "------------------------------------------------------------------\n",
       "|     True      |     True      |   False   |       False        |\n",
       "------------------------------------------------------------------\n",
       "| Hesse failed  |   Has cov.    | Accurate  | Pos. def. | Forced |\n",
       "------------------------------------------------------------------\n",
       "|     False     |     True      |   True    |   True    | False  |\n",
       "------------------------------------------------------------------\n",
       "--------------------------------------------------------------------------------------------------\n",
       "|   | Name         |   Value   | Hesse Err | Minos Err- | Minos Err+ | Limit-  | Limit+  | Fixed |\n",
       "--------------------------------------------------------------------------------------------------\n",
       "| 0 | W            |  0.21E-6  |  1.87E-6  |            |            |         |         |       |\n",
       "| 1 | cgammagamma  |  -0.5E-7  |   1.1E-7  |            |            |         |         |       |\n",
       "| 2 | cgg          |  -1.6E-8  |   1.4E-8  |            |            |         |         |       |\n",
       "| 3 | czBox        |  0.5E-5   |  0.6E-5   |            |            |         |         |       |\n",
       "| 4 | czgamma      |  -0.6E-6  |   0.6E-6  |            |            |         |         |       |\n",
       "| 5 | czz          |  -1.2E-5  |   1.6E-5  |            |            |         |         |       |\n",
       "| 6 | deltacz      |  0.5E-6   |  1.5E-6   |            |            |         |         |       |\n",
       "| 7 | deltagWlL_11 |  -0.9E-7  |   0.5E-7  |            |            |         |         |       |\n",
       "| 8 | deltagWlL_22 |  -2.4E-7  |   0.8E-7  |            |            |         |         |       |\n",
       "| 9 | deltagWlL_33 |  2.6E-7   |  1.0E-7   |            |            |         |         |       |\n",
       "| 10| deltagZeL_11 |  -0.7E-8  |   0.5E-8  |            |            |         |         |       |\n",
       "| 11| deltagZeL_22 | -0.14E-8  |  1.85E-8  |            |            |         |         |       |\n",
       "| 12| deltagZeL_33 |  -0.5E-8  |   1.0E-8  |            |            |         |         |       |\n",
       "| 13| deltagZdL_11 | -0.08E-6  |  0.68E-6  |            |            |         |         |       |\n",
       "| 14| deltagZdL_22 |  0.4E-6   |  0.6E-6   |            |            |         |         |       |\n",
       "| 15| deltagZdL_33 |  0.52E-7  |  0.27E-7  |            |            |         |         |       |\n",
       "| 16| deltagZdR_11 |  1.5E-6   |  0.9E-6   |            |            |         |         |       |\n",
       "| 17| deltagZdR_22 |  0.28E-6  |  0.71E-6  |            |            |         |         |       |\n",
       "| 18| deltagZdR_33 |  0.33E-6  |  0.11E-6  |            |            |         |         |       |\n",
       "| 19| deltagZeR_11 |  -0.9E-8  |   0.6E-8  |            |            |         |         |       |\n",
       "| 20| deltagZeR_22 | -0.18E-8  |  2.10E-8  |            |            |         |         |       |\n",
       "| 21| deltagZeR_33 |  0.8E-8   |  1.0E-8   |            |            |         |         |       |\n",
       "| 22| deltagZuL_11 |  0.19E-6  |  0.47E-6  |            |            |         |         |       |\n",
       "| 23| deltagZuL_22 | -0.31E-7  |  0.72E-7  |            |            |         |         |       |\n",
       "| 24| deltagZuR_11 |  1.3E-6   |  0.8E-6   |            |            |         |         |       |\n",
       "| 25| deltagZuR_22 |  -0.6E-7  |   0.8E-7  |            |            |         |         |       |\n",
       "| 26| uphi_33      | -0.08E-6  |  2.70E-6  |            |            |         |         |       |\n",
       "| 27| dphi_33      |  0.16E-7  |  0.50E-7  |            |            |         |         |       |\n",
       "| 28| ephi_22      |  0.4E-8   |  0.5E-8   |            |            |         |         |       |\n",
       "| 29| ephi_33      | -0.13E-8  |  1.89E-8  |            |            |         |         |       |\n",
       "| 30| ll_1221      | -0.67E-6  |  0.20E-6  |            |            |         |         |       |\n",
       "--------------------------------------------------------------------------------------------------"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%time m.migrad()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 42.1 s, sys: 4.06 ms, total: 42.1 s\n",
      "Wall time: 42.1 s\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td/>\n",
       "<th title=\"Variable name\">\n",
       "Name\n",
       "</th>\n",
       "<th title=\"Value of parameter\">\n",
       "Value\n",
       "</th>\n",
       "<th title=\"Hesse error\">\n",
       "Hesse Error\n",
       "</th>\n",
       "<th title=\"Minos lower error\">\n",
       "Minos Error-\n",
       "</th>\n",
       "<th title=\"Minos upper error\">\n",
       "Minos Error+\n",
       "</th>\n",
       "<th title=\"Lower limit of the parameter\">\n",
       "Limit-\n",
       "</th>\n",
       "<th title=\"Upper limit of the parameter\">\n",
       "Limit+\n",
       "</th>\n",
       "<th title=\"Is the parameter fixed in the fit\">\n",
       "Fixed\n",
       "</th>\n",
       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "0\n",
       "</td>\n",
       "<td>\n",
       "W\n",
       "</td>\n",
       "<td>\n",
       "0.21E-6\n",
       "</td>\n",
       "<td>\n",
       "1.88E-6\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
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       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td>\n",
       "1\n",
       "</td>\n",
       "<td>\n",
       "cgammagamma\n",
       "</td>\n",
       "<td>\n",
       "-0.5E-7\n",
       "</td>\n",
       "<td>\n",
       " 1.1E-7\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
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       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "2\n",
       "</td>\n",
       "<td>\n",
       "cgg\n",
       "</td>\n",
       "<td>\n",
       "-1.6E-8\n",
       "</td>\n",
       "<td>\n",
       " 1.4E-8\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
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       "<td>\n",
       "\n",
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       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td>\n",
       "3\n",
       "</td>\n",
       "<td>\n",
       "czBox\n",
       "</td>\n",
       "<td>\n",
       "0.5E-5\n",
       "</td>\n",
       "<td>\n",
       "0.6E-5\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
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       "\n",
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       "<td>\n",
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       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
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       "<td>\n",
       "4\n",
       "</td>\n",
       "<td>\n",
       "czgamma\n",
       "</td>\n",
       "<td>\n",
       "-0.6E-6\n",
       "</td>\n",
       "<td>\n",
       " 0.6E-6\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
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       "<td>\n",
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       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td>\n",
       "5\n",
       "</td>\n",
       "<td>\n",
       "czz\n",
       "</td>\n",
       "<td>\n",
       "-1.2E-5\n",
       "</td>\n",
       "<td>\n",
       " 1.5E-5\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
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       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "6\n",
       "</td>\n",
       "<td>\n",
       "deltacz\n",
       "</td>\n",
       "<td>\n",
       "0.5E-6\n",
       "</td>\n",
       "<td>\n",
       "1.5E-6\n",
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       "<td>\n",
       "\n",
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       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
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       "<td>\n",
       "\n",
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       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td>\n",
       "7\n",
       "</td>\n",
       "<td>\n",
       "deltagWlL_11\n",
       "</td>\n",
       "<td>\n",
       "-0.9E-7\n",
       "</td>\n",
       "<td>\n",
       " 0.5E-7\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
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       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "8\n",
       "</td>\n",
       "<td>\n",
       "deltagWlL_22\n",
       "</td>\n",
       "<td>\n",
       "-2.4E-7\n",
       "</td>\n",
       "<td>\n",
       " 0.8E-7\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
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       "<td>\n",
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       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td>\n",
       "9\n",
       "</td>\n",
       "<td>\n",
       "deltagWlL_33\n",
       "</td>\n",
       "<td>\n",
       "2.6E-7\n",
       "</td>\n",
       "<td>\n",
       "1.0E-7\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
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       "<td>\n",
       "\n",
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       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "10\n",
       "</td>\n",
       "<td>\n",
       "deltagZeL_11\n",
       "</td>\n",
       "<td>\n",
       "-0.7E-8\n",
       "</td>\n",
       "<td>\n",
       " 0.5E-8\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td>\n",
       "11\n",
       "</td>\n",
       "<td>\n",
       "deltagZeL_22\n",
       "</td>\n",
       "<td>\n",
       "-0.14E-8\n",
       "</td>\n",
       "<td>\n",
       " 1.85E-8\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "12\n",
       "</td>\n",
       "<td>\n",
       "deltagZeL_33\n",
       "</td>\n",
       "<td>\n",
       "-0.5E-8\n",
       "</td>\n",
       "<td>\n",
       " 1.0E-8\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td>\n",
       "13\n",
       "</td>\n",
       "<td>\n",
       "deltagZdL_11\n",
       "</td>\n",
       "<td>\n",
       "-0.08E-6\n",
       "</td>\n",
       "<td>\n",
       " 0.61E-6\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "14\n",
       "</td>\n",
       "<td>\n",
       "deltagZdL_22\n",
       "</td>\n",
       "<td>\n",
       "0.4E-6\n",
       "</td>\n",
       "<td>\n",
       "0.5E-6\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td>\n",
       "15\n",
       "</td>\n",
       "<td>\n",
       "deltagZdL_33\n",
       "</td>\n",
       "<td>\n",
       "0.52E-7\n",
       "</td>\n",
       "<td>\n",
       "0.27E-7\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "16\n",
       "</td>\n",
       "<td>\n",
       "deltagZdR_11\n",
       "</td>\n",
       "<td>\n",
       "1.5E-6\n",
       "</td>\n",
       "<td>\n",
       "0.9E-6\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td>\n",
       "17\n",
       "</td>\n",
       "<td>\n",
       "deltagZdR_22\n",
       "</td>\n",
       "<td>\n",
       "0.28E-6\n",
       "</td>\n",
       "<td>\n",
       "0.72E-6\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "18\n",
       "</td>\n",
       "<td>\n",
       "deltagZdR_33\n",
       "</td>\n",
       "<td>\n",
       "0.33E-6\n",
       "</td>\n",
       "<td>\n",
       "0.11E-6\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td>\n",
       "19\n",
       "</td>\n",
       "<td>\n",
       "deltagZeR_11\n",
       "</td>\n",
       "<td>\n",
       "-0.9E-8\n",
       "</td>\n",
       "<td>\n",
       " 0.6E-8\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "20\n",
       "</td>\n",
       "<td>\n",
       "deltagZeR_22\n",
       "</td>\n",
       "<td>\n",
       "-0.18E-8\n",
       "</td>\n",
       "<td>\n",
       " 2.10E-8\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td>\n",
       "21\n",
       "</td>\n",
       "<td>\n",
       "deltagZeR_33\n",
       "</td>\n",
       "<td>\n",
       "0.8E-8\n",
       "</td>\n",
       "<td>\n",
       "1.0E-8\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "22\n",
       "</td>\n",
       "<td>\n",
       "deltagZuL_11\n",
       "</td>\n",
       "<td>\n",
       "0.19E-6\n",
       "</td>\n",
       "<td>\n",
       "0.46E-6\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td>\n",
       "23\n",
       "</td>\n",
       "<td>\n",
       "deltagZuL_22\n",
       "</td>\n",
       "<td>\n",
       "-0.31E-7\n",
       "</td>\n",
       "<td>\n",
       " 0.72E-7\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "24\n",
       "</td>\n",
       "<td>\n",
       "deltagZuR_11\n",
       "</td>\n",
       "<td>\n",
       "1.3E-6\n",
       "</td>\n",
       "<td>\n",
       "0.8E-6\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td>\n",
       "25\n",
       "</td>\n",
       "<td>\n",
       "deltagZuR_22\n",
       "</td>\n",
       "<td>\n",
       "-0.6E-7\n",
       "</td>\n",
       "<td>\n",
       " 0.8E-7\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "26\n",
       "</td>\n",
       "<td>\n",
       "uphi_33\n",
       "</td>\n",
       "<td>\n",
       "-0.08E-6\n",
       "</td>\n",
       "<td>\n",
       " 2.71E-6\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td>\n",
       "27\n",
       "</td>\n",
       "<td>\n",
       "dphi_33\n",
       "</td>\n",
       "<td>\n",
       "0.16E-7\n",
       "</td>\n",
       "<td>\n",
       "0.50E-7\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "28\n",
       "</td>\n",
       "<td>\n",
       "ephi_22\n",
       "</td>\n",
       "<td>\n",
       "0.4E-8\n",
       "</td>\n",
       "<td>\n",
       "0.5E-8\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#F4F4F4;\">\n",
       "<td>\n",
       "29\n",
       "</td>\n",
       "<td>\n",
       "ephi_33\n",
       "</td>\n",
       "<td>\n",
       "-0.13E-8\n",
       "</td>\n",
       "<td>\n",
       " 1.87E-8\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "<tr style=\"background-color:#FFFFFF;\">\n",
       "<td>\n",
       "30\n",
       "</td>\n",
       "<td>\n",
       "ll_1221\n",
       "</td>\n",
       "<td>\n",
       "-0.67E-6\n",
       "</td>\n",
       "<td>\n",
       " 0.20E-6\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "<td>\n",
       "\n",
       "</td>\n",
       "</tr>\n",
       "</table>\n"
      ],
      "text/plain": [
       "--------------------------------------------------------------------------------------------------\n",
       "|   | Name         |   Value   | Hesse Err | Minos Err- | Minos Err+ | Limit-  | Limit+  | Fixed |\n",
       "--------------------------------------------------------------------------------------------------\n",
       "| 0 | W            |  0.21E-6  |  1.88E-6  |            |            |         |         |       |\n",
       "| 1 | cgammagamma  |  -0.5E-7  |   1.1E-7  |            |            |         |         |       |\n",
       "| 2 | cgg          |  -1.6E-8  |   1.4E-8  |            |            |         |         |       |\n",
       "| 3 | czBox        |  0.5E-5   |  0.6E-5   |            |            |         |         |       |\n",
       "| 4 | czgamma      |  -0.6E-6  |   0.6E-6  |            |            |         |         |       |\n",
       "| 5 | czz          |  -1.2E-5  |   1.5E-5  |            |            |         |         |       |\n",
       "| 6 | deltacz      |  0.5E-6   |  1.5E-6   |            |            |         |         |       |\n",
       "| 7 | deltagWlL_11 |  -0.9E-7  |   0.5E-7  |            |            |         |         |       |\n",
       "| 8 | deltagWlL_22 |  -2.4E-7  |   0.8E-7  |            |            |         |         |       |\n",
       "| 9 | deltagWlL_33 |  2.6E-7   |  1.0E-7   |            |            |         |         |       |\n",
       "| 10| deltagZeL_11 |  -0.7E-8  |   0.5E-8  |            |            |         |         |       |\n",
       "| 11| deltagZeL_22 | -0.14E-8  |  1.85E-8  |            |            |         |         |       |\n",
       "| 12| deltagZeL_33 |  -0.5E-8  |   1.0E-8  |            |            |         |         |       |\n",
       "| 13| deltagZdL_11 | -0.08E-6  |  0.61E-6  |            |            |         |         |       |\n",
       "| 14| deltagZdL_22 |  0.4E-6   |  0.5E-6   |            |            |         |         |       |\n",
       "| 15| deltagZdL_33 |  0.52E-7  |  0.27E-7  |            |            |         |         |       |\n",
       "| 16| deltagZdR_11 |  1.5E-6   |  0.9E-6   |            |            |         |         |       |\n",
       "| 17| deltagZdR_22 |  0.28E-6  |  0.72E-6  |            |            |         |         |       |\n",
       "| 18| deltagZdR_33 |  0.33E-6  |  0.11E-6  |            |            |         |         |       |\n",
       "| 19| deltagZeR_11 |  -0.9E-8  |   0.6E-8  |            |            |         |         |       |\n",
       "| 20| deltagZeR_22 | -0.18E-8  |  2.10E-8  |            |            |         |         |       |\n",
       "| 21| deltagZeR_33 |  0.8E-8   |  1.0E-8   |            |            |         |         |       |\n",
       "| 22| deltagZuL_11 |  0.19E-6  |  0.46E-6  |            |            |         |         |       |\n",
       "| 23| deltagZuL_22 | -0.31E-7  |  0.72E-7  |            |            |         |         |       |\n",
       "| 24| deltagZuR_11 |  1.3E-6   |  0.8E-6   |            |            |         |         |       |\n",
       "| 25| deltagZuR_22 |  -0.6E-7  |   0.8E-7  |            |            |         |         |       |\n",
       "| 26| uphi_33      | -0.08E-6  |  2.71E-6  |            |            |         |         |       |\n",
       "| 27| dphi_33      |  0.16E-7  |  0.50E-7  |            |            |         |         |       |\n",
       "| 28| ephi_22      |  0.4E-8   |  0.5E-8   |            |            |         |         |       |\n",
       "| 29| ephi_33      | -0.13E-8  |  1.87E-8  |            |            |         |         |       |\n",
       "| 30| ll_1221      | -0.67E-6  |  0.20E-6  |            |            |         |         |       |\n",
       "--------------------------------------------------------------------------------------------------"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%time m.hesse()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<tr>\n",
       "<td/>\n",
       "\n",
       "<th>\n",
       "W\n",
       "</th>\n",
       "<th>\n",
       "cgammagamma\n",
       "</th>\n",
       "<th>\n",
       "cgg\n",
       "</th>\n",
       "<th>\n",
       "czBox\n",
       "</th>\n",
       "<th>\n",
       "czgamma\n",
       "</th>\n",
       "<th>\n",
       "czz\n",
       "</th>\n",
       "<th>\n",
       "deltacz\n",
       "</th>\n",
       "<th>\n",
       "deltagWlL_11\n",
       "</th>\n",
       "<th>\n",
       "deltagWlL_22\n",
       "</th>\n",
       "<th>\n",
       "deltagWlL_33\n",
       "</th>\n",
       "<th>\n",
       "deltagZeL_11\n",
       "</th>\n",
       "<th>\n",
       "deltagZeL_22\n",
       "</th>\n",
       "<th>\n",
       "deltagZeL_33\n",
       "</th>\n",
       "<th>\n",
       "deltagZdL_11\n",
       "</th>\n",
       "<th>\n",
       "deltagZdL_22\n",
       "</th>\n",
       "<th>\n",
       "deltagZdL_33\n",
       "</th>\n",
       "<th>\n",
       "deltagZdR_11\n",
       "</th>\n",
       "<th>\n",
       "deltagZdR_22\n",
       "</th>\n",
       "<th>\n",
       "deltagZdR_33\n",
       "</th>\n",
       "<th>\n",
       "deltagZeR_11\n",
       "</th>\n",
       "<th>\n",
       "deltagZeR_22\n",
       "</th>\n",
       "<th>\n",
       "deltagZeR_33\n",
       "</th>\n",
       "<th>\n",
       "deltagZuL_11\n",
       "</th>\n",
       "<th>\n",
       "deltagZuL_22\n",
       "</th>\n",
       "<th>\n",
       "deltagZuR_11\n",
       "</th>\n",
       "<th>\n",
       "deltagZuR_22\n",
       "</th>\n",
       "<th>\n",
       "uphi_33\n",
       "</th>\n",
       "<th>\n",
       "dphi_33\n",
       "</th>\n",
       "<th>\n",
       "ephi_22\n",
       "</th>\n",
       "<th>\n",
       "ephi_33\n",
       "</th>\n",
       "<th>\n",
       "ll_1221\n",
       "</th>\n",
       "</tr>\n",
       "<tr>\n",
       "<th>\n",
       "W\n",
       "</th>\n",
       "<td>\n",
       " 1.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(179,230,174)\">\n",
       "-0.18\n",
       "</td>\n",
       "<td style=\"background-color:rgb(179,230,174)\">\n",
       " 0.17\n",
       "</td>\n",
       "<td style=\"background-color:rgb(251,123,121)\">\n",
       " 0.96\n",
       "</td>\n",
       "<td style=\"background-color:rgb(211,183,150)\">\n",
       "-0.52\n",
       "</td>\n",
       "<td style=\"background-color:rgb(249,127,123)\">\n",
       "-0.93\n",
       "</td>\n",
       "<td style=\"background-color:rgb(219,172,145)\">\n",
       " 0.60\n",
       "</td>\n",
       "<td style=\"background-color:rgb(233,151,134)\">\n",
       "-0.76\n",
       "</td>\n",
       "<td style=\"background-color:rgb(168,246,182)\">\n",
       "-0.06\n",
       "</td>\n",
       "<td style=\"background-color:rgb(202,197,157)\">\n",
       " 0.42\n",
       "</td>\n",
       "<td style=\"background-color:rgb(206,191,155)\">\n",
       "-0.46\n",
       "</td>\n",
       "<td style=\"background-color:rgb(175,237,177)\">\n",
       "-0.13\n",
       "</td>\n",
       "<td style=\"background-color:rgb(190,215,166)\">\n",
       "-0.29\n",
       "</td>\n",
       "<td style=\"background-color:rgb(168,246,182)\">\n",
       "-0.06\n",
       "</td>\n",
       "<td style=\"background-color:rgb(184,222,170)\">\n",
       " 0.23\n",
       "</td>\n",
       "<td style=\"background-color:rgb(166,249,184)\">\n",
       "-0.04\n",
       "</td>\n",
       "<td style=\"background-color:rgb(186,219,169)\">\n",
       " 0.25\n",
       "</td>\n",
       "<td style=\"background-color:rgb(166,250,184)\">\n",
       "-0.03\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,253,185)\">\n",
       "-0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(214,179,148)\">\n",
       "-0.56\n",
       "</td>\n",
       "<td style=\"background-color:rgb(171,242,180)\">\n",
       "-0.09\n",
       "</td>\n",
       "<td style=\"background-color:rgb(185,222,170)\">\n",
       "-0.24\n",
       "</td>\n",
       "<td style=\"background-color:rgb(181,227,173)\">\n",
       " 0.20\n",
       "</td>\n",
       "<td style=\"background-color:rgb(166,249,183)\">\n",
       "-0.04\n",
       "</td>\n",
       "<td style=\"background-color:rgb(213,181,149)\">\n",
       " 0.54\n",
       "</td>\n",
       "<td style=\"background-color:rgb(165,251,185)\">\n",
       " 0.02\n",
       "</td>\n",
       "<td style=\"background-color:rgb(233,150,134)\">\n",
       " 0.76\n",
       "</td>\n",
       "<td style=\"background-color:rgb(186,219,169)\">\n",
       "-0.25\n",
       "</td>\n",
       "<td style=\"background-color:rgb(175,237,177)\">\n",
       " 0.13\n",
       "</td>\n",
       "<td style=\"background-color:rgb(197,204,161)\">\n",
       "-0.37\n",
       "</td>\n",
       "<td style=\"background-color:rgb(205,192,155)\">\n",
       "-0.45\n",
       "</td>\n",
       "</tr>\n",
       "<tr>\n",
       "<th>\n",
       "cgammagamma\n",
       "</th>\n",
       "<td style=\"background-color:rgb(179,230,174)\">\n",
       "-0.18\n",
       "</td>\n",
       "<td>\n",
       " 1.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(183,225,171)\">\n",
       " 0.21\n",
       "</td>\n",
       "<td style=\"background-color:rgb(184,224,171)\">\n",
       "-0.22\n",
       "</td>\n",
       "<td style=\"background-color:rgb(183,225,171)\">\n",
       " 0.21\n",
       "</td>\n",
       "<td style=\"background-color:rgb(192,211,165)\">\n",
       " 0.32\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,252,185)\">\n",
       "-0.02\n",
       "</td>\n",
       "<td style=\"background-color:rgb(189,215,167)\">\n",
       " 0.28\n",
       "</td>\n",
       "<td style=\"background-color:rgb(168,246,182)\">\n",
       "-0.06\n",
       "</td>\n",
       "<td style=\"background-color:rgb(172,240,179)\">\n",
       "-0.10\n",
       "</td>\n",
       "<td style=\"background-color:rgb(175,237,177)\">\n",
       " 0.13\n",
       "</td>\n",
       "<td style=\"background-color:rgb(166,249,184)\">\n",
       " 0.03\n",
       "</td>\n",
       "<td style=\"background-color:rgb(170,244,181)\">\n",
       " 0.07\n",
       "</td>\n",
       "<td style=\"background-color:rgb(198,202,160)\">\n",
       " 0.38\n",
       "</td>\n",
       "<td style=\"background-color:rgb(207,189,154)\">\n",
       "-0.48\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,253,186)\">\n",
       " 0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(167,249,183)\">\n",
       "-0.04\n",
       "</td>\n",
       "<td style=\"background-color:rgb(171,242,180)\">\n",
       " 0.09\n",
       "</td>\n",
       "<td style=\"background-color:rgb(163,254,186)\">\n",
       " 0.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(176,235,176)\">\n",
       " 0.14\n",
       "</td>\n",
       "<td style=\"background-color:rgb(165,250,184)\">\n",
       " 0.03\n",
       "</td>\n",
       "<td style=\"background-color:rgb(169,245,182)\">\n",
       " 0.06\n",
       "</td>\n",
       "<td style=\"background-color:rgb(169,246,182)\">\n",
       "-0.06\n",
       "</td>\n",
       "<td style=\"background-color:rgb(165,251,185)\">\n",
       " 0.02\n",
       "</td>\n",
       "<td style=\"background-color:rgb(172,241,180)\">\n",
       "-0.10\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,253,186)\">\n",
       "-0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(176,234,176)\">\n",
       " 0.14\n",
       "</td>\n",
       "<td style=\"background-color:rgb(202,196,157)\">\n",
       " 0.42\n",
       "</td>\n",
       "<td style=\"background-color:rgb(165,251,184)\">\n",
       " 0.02\n",
       "</td>\n",
       "<td style=\"background-color:rgb(201,197,158)\">\n",
       " 0.42\n",
       "</td>\n",
       "<td style=\"background-color:rgb(173,240,179)\">\n",
       " 0.10\n",
       "</td>\n",
       "</tr>\n",
       "<tr>\n",
       "<th>\n",
       "cgg\n",
       "</th>\n",
       "<td style=\"background-color:rgb(179,230,174)\">\n",
       " 0.17\n",
       "</td>\n",
       "<td style=\"background-color:rgb(183,225,171)\">\n",
       " 0.21\n",
       "</td>\n",
       "<td>\n",
       " 1.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(179,230,174)\">\n",
       " 0.18\n",
       "</td>\n",
       "<td style=\"background-color:rgb(171,242,180)\">\n",
       "-0.09\n",
       "</td>\n",
       "<td style=\"background-color:rgb(178,231,175)\">\n",
       "-0.17\n",
       "</td>\n",
       "<td style=\"background-color:rgb(182,225,172)\">\n",
       " 0.21\n",
       "</td>\n",
       "<td style=\"background-color:rgb(176,235,176)\">\n",
       "-0.14\n",
       "</td>\n",
       "<td style=\"background-color:rgb(163,253,186)\">\n",
       "-0.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(170,244,181)\">\n",
       " 0.07\n",
       "</td>\n",
       "<td style=\"background-color:rgb(171,242,180)\">\n",
       "-0.09\n",
       "</td>\n",
       "<td style=\"background-color:rgb(165,251,184)\">\n",
       "-0.02\n",
       "</td>\n",
       "<td style=\"background-color:rgb(168,247,182)\">\n",
       "-0.05\n",
       "</td>\n",
       "<td style=\"background-color:rgb(166,250,184)\">\n",
       " 0.03\n",
       "</td>\n",
       "<td style=\"background-color:rgb(163,254,186)\">\n",
       " 0.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,253,186)\">\n",
       "-0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(168,246,182)\">\n",
       " 0.06\n",
       "</td>\n",
       "<td style=\"background-color:rgb(163,254,186)\">\n",
       " 0.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(163,254,186)\">\n",
       "-0.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(172,240,179)\">\n",
       "-0.10\n",
       "</td>\n",
       "<td style=\"background-color:rgb(165,252,185)\">\n",
       "-0.02\n",
       "</td>\n",
       "<td style=\"background-color:rgb(167,248,183)\">\n",
       "-0.04\n",
       "</td>\n",
       "<td style=\"background-color:rgb(167,248,183)\">\n",
       " 0.04\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,253,185)\">\n",
       "-0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(175,236,177)\">\n",
       " 0.13\n",
       "</td>\n",
       "<td style=\"background-color:rgb(163,254,186)\">\n",
       " 0.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(215,177,148)\">\n",
       " 0.57\n",
       "</td>\n",
       "<td style=\"background-color:rgb(187,218,168)\">\n",
       "-0.26\n",
       "</td>\n",
       "<td style=\"background-color:rgb(167,248,183)\">\n",
       " 0.04\n",
       "</td>\n",
       "<td style=\"background-color:rgb(180,229,173)\">\n",
       "-0.19\n",
       "</td>\n",
       "<td style=\"background-color:rgb(170,243,181)\">\n",
       "-0.08\n",
       "</td>\n",
       "</tr>\n",
       "<tr>\n",
       "<th>\n",
       "czBox\n",
       "</th>\n",
       "<td style=\"background-color:rgb(251,123,121)\">\n",
       " 0.96\n",
       "</td>\n",
       "<td style=\"background-color:rgb(184,224,171)\">\n",
       "-0.22\n",
       "</td>\n",
       "<td style=\"background-color:rgb(179,230,174)\">\n",
       " 0.18\n",
       "</td>\n",
       "<td>\n",
       " 1.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(212,181,149)\">\n",
       "-0.54\n",
       "</td>\n",
       "<td style=\"background-color:rgb(253,120,119)\">\n",
       "-0.98\n",
       "</td>\n",
       "<td style=\"background-color:rgb(221,169,143)\">\n",
       " 0.63\n",
       "</td>\n",
       "<td style=\"background-color:rgb(242,138,128)\">\n",
       "-0.86\n",
       "</td>\n",
       "<td style=\"background-color:rgb(168,246,182)\">\n",
       "-0.06\n",
       "</td>\n",
       "<td style=\"background-color:rgb(206,190,154)\">\n",
       " 0.47\n",
       "</td>\n",
       "<td style=\"background-color:rgb(208,187,153)\">\n",
       "-0.49\n",
       "</td>\n",
       "<td style=\"background-color:rgb(175,236,177)\">\n",
       "-0.13\n",
       "</td>\n",
       "<td style=\"background-color:rgb(191,213,166)\">\n",
       "-0.30\n",
       "</td>\n",
       "<td style=\"background-color:rgb(174,238,178)\">\n",
       "-0.12\n",
       "</td>\n",
       "<td style=\"background-color:rgb(191,212,165)\">\n",
       " 0.31\n",
       "</td>\n",
       "<td style=\"background-color:rgb(166,249,184)\">\n",
       "-0.03\n",
       "</td>\n",
       "<td style=\"background-color:rgb(187,218,168)\">\n",
       " 0.26\n",
       "</td>\n",
       "<td style=\"background-color:rgb(167,248,183)\">\n",
       "-0.04\n",
       "</td>\n",
       "<td style=\"background-color:rgb(163,253,186)\">\n",
       "-0.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(217,174,146)\">\n",
       "-0.59\n",
       "</td>\n",
       "<td style=\"background-color:rgb(171,242,180)\">\n",
       "-0.09\n",
       "</td>\n",
       "<td style=\"background-color:rgb(186,220,169)\">\n",
       "-0.25\n",
       "</td>\n",
       "<td style=\"background-color:rgb(182,225,172)\">\n",
       " 0.21\n",
       "</td>\n",
       "<td style=\"background-color:rgb(167,248,183)\">\n",
       "-0.04\n",
       "</td>\n",
       "<td style=\"background-color:rgb(214,178,148)\">\n",
       " 0.56\n",
       "</td>\n",
       "<td style=\"background-color:rgb(165,252,185)\">\n",
       " 0.02\n",
       "</td>\n",
       "<td style=\"background-color:rgb(234,149,133)\">\n",
       " 0.77\n",
       "</td>\n",
       "<td style=\"background-color:rgb(189,215,167)\">\n",
       "-0.29\n",
       "</td>\n",
       "<td style=\"background-color:rgb(175,237,177)\">\n",
       " 0.13\n",
       "</td>\n",
       "<td style=\"background-color:rgb(200,200,159)\">\n",
       "-0.40\n",
       "</td>\n",
       "<td style=\"background-color:rgb(209,186,152)\">\n",
       "-0.50\n",
       "</td>\n",
       "</tr>\n",
       "<tr>\n",
       "<th>\n",
       "czgamma\n",
       "</th>\n",
       "<td style=\"background-color:rgb(211,183,150)\">\n",
       "-0.52\n",
       "</td>\n",
       "<td style=\"background-color:rgb(183,225,171)\">\n",
       " 0.21\n",
       "</td>\n",
       "<td style=\"background-color:rgb(171,242,180)\">\n",
       "-0.09\n",
       "</td>\n",
       "<td style=\"background-color:rgb(212,181,149)\">\n",
       "-0.54\n",
       "</td>\n",
       "<td>\n",
       " 1.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(211,182,150)\">\n",
       " 0.53\n",
       "</td>\n",
       "<td style=\"background-color:rgb(209,186,152)\">\n",
       "-0.50\n",
       "</td>\n",
       "<td style=\"background-color:rgb(203,194,156)\">\n",
       " 0.44\n",
       "</td>\n",
       "<td style=\"background-color:rgb(165,252,185)\">\n",
       " 0.02\n",
       "</td>\n",
       "<td style=\"background-color:rgb(184,222,170)\">\n",
       "-0.23\n",
       "</td>\n",
       "<td style=\"background-color:rgb(187,218,168)\">\n",
       " 0.26\n",
       "</td>\n",
       "<td style=\"background-color:rgb(169,244,181)\">\n",
       " 0.07\n",
       "</td>\n",
       "<td style=\"background-color:rgb(178,232,175)\">\n",
       " 0.16\n",
       "</td>\n",
       "<td style=\"background-color:rgb(163,254,186)\">\n",
       " 0.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(172,241,179)\">\n",
       "-0.10\n",
       "</td>\n",
       "<td style=\"background-color:rgb(165,252,185)\">\n",
       " 0.02\n",
       "</td>\n",
       "<td style=\"background-color:rgb(177,234,176)\">\n",
       "-0.15\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,253,185)\">\n",
       " 0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(163,254,186)\">\n",
       " 0.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(192,212,165)\">\n",
       " 0.31\n",
       "</td>\n",
       "<td style=\"background-color:rgb(168,247,183)\">\n",
       " 0.05\n",
       "</td>\n",
       "<td style=\"background-color:rgb(175,236,177)\">\n",
       " 0.13\n",
       "</td>\n",
       "<td style=\"background-color:rgb(174,238,178)\">\n",
       "-0.12\n",
       "</td>\n",
       "<td style=\"background-color:rgb(165,251,184)\">\n",
       " 0.02\n",
       "</td>\n",
       "<td style=\"background-color:rgb(194,209,163)\">\n",
       "-0.33\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,253,185)\">\n",
       "-0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(209,185,152)\">\n",
       "-0.50\n",
       "</td>\n",
       "<td style=\"background-color:rgb(189,216,167)\">\n",
       " 0.28\n",
       "</td>\n",
       "<td style=\"background-color:rgb(171,242,180)\">\n",
       "-0.08\n",
       "</td>\n",
       "<td style=\"background-color:rgb(185,222,170)\">\n",
       " 0.24\n",
       "</td>\n",
       "<td style=\"background-color:rgb(186,220,169)\">\n",
       " 0.25\n",
       "</td>\n",
       "</tr>\n",
       "<tr>\n",
       "<th>\n",
       "czz\n",
       "</th>\n",
       "<td style=\"background-color:rgb(249,127,123)\">\n",
       "-0.93\n",
       "</td>\n",
       "<td style=\"background-color:rgb(192,211,165)\">\n",
       " 0.32\n",
       "</td>\n",
       "<td style=\"background-color:rgb(178,231,175)\">\n",
       "-0.17\n",
       "</td>\n",
       "<td style=\"background-color:rgb(253,120,119)\">\n",
       "-0.98\n",
       "</td>\n",
       "<td style=\"background-color:rgb(211,182,150)\">\n",
       " 0.53\n",
       "</td>\n",
       "<td>\n",
       " 1.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(220,170,144)\">\n",
       "-0.62\n",
       "</td>\n",
       "<td style=\"background-color:rgb(244,135,126)\">\n",
       " 0.88\n",
       "</td>\n",
       "<td style=\"background-color:rgb(167,248,183)\">\n",
       " 0.04\n",
       "</td>\n",
       "<td style=\"background-color:rgb(206,190,154)\">\n",
       "-0.47\n",
       "</td>\n",
       "<td style=\"background-color:rgb(208,188,153)\">\n",
       " 0.49\n",
       "</td>\n",
       "<td style=\"background-color:rgb(175,236,177)\">\n",
       " 0.13\n",
       "</td>\n",
       "<td style=\"background-color:rgb(190,213,166)\">\n",
       " 0.30\n",
       "</td>\n",
       "<td style=\"background-color:rgb(185,221,170)\">\n",
       " 0.24\n",
       "</td>\n",
       "<td style=\"background-color:rgb(204,193,156)\">\n",
       "-0.45\n",
       "</td>\n",
       "<td style=\"background-color:rgb(166,249,184)\">\n",
       " 0.03\n",
       "</td>\n",
       "<td style=\"background-color:rgb(186,220,169)\">\n",
       "-0.25\n",
       "</td>\n",
       "<td style=\"background-color:rgb(169,245,181)\">\n",
       " 0.07\n",
       "</td>\n",
       "<td style=\"background-color:rgb(163,253,186)\">\n",
       " 0.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(216,175,147)\">\n",
       " 0.58\n",
       "</td>\n",
       "<td style=\"background-color:rgb(171,242,180)\">\n",
       " 0.09\n",
       "</td>\n",
       "<td style=\"background-color:rgb(186,221,169)\">\n",
       " 0.25\n",
       "</td>\n",
       "<td style=\"background-color:rgb(183,225,171)\">\n",
       "-0.21\n",
       "</td>\n",
       "<td style=\"background-color:rgb(167,248,183)\">\n",
       " 0.05\n",
       "</td>\n",
       "<td style=\"background-color:rgb(213,180,149)\">\n",
       "-0.54\n",
       "</td>\n",
       "<td style=\"background-color:rgb(165,251,185)\">\n",
       "-0.02\n",
       "</td>\n",
       "<td style=\"background-color:rgb(230,155,137)\">\n",
       "-0.72\n",
       "</td>\n",
       "<td style=\"background-color:rgb(194,209,163)\">\n",
       " 0.33\n",
       "</td>\n",
       "<td style=\"background-color:rgb(173,239,178)\">\n",
       "-0.11\n",
       "</td>\n",
       "<td style=\"background-color:rgb(203,195,156)\">\n",
       " 0.44\n",
       "</td>\n",
       "<td style=\"background-color:rgb(209,186,152)\">\n",
       " 0.50\n",
       "</td>\n",
       "</tr>\n",
       "<tr>\n",
       "<th>\n",
       "deltacz\n",
       "</th>\n",
       "<td style=\"background-color:rgb(219,172,145)\">\n",
       " 0.60\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,252,185)\">\n",
       "-0.02\n",
       "</td>\n",
       "<td style=\"background-color:rgb(182,225,172)\">\n",
       " 0.21\n",
       "</td>\n",
       "<td style=\"background-color:rgb(221,169,143)\">\n",
       " 0.63\n",
       "</td>\n",
       "<td style=\"background-color:rgb(209,186,152)\">\n",
       "-0.50\n",
       "</td>\n",
       "<td style=\"background-color:rgb(220,170,144)\">\n",
       "-0.62\n",
       "</td>\n",
       "<td>\n",
       " 1.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(212,181,150)\">\n",
       "-0.53\n",
       "</td>\n",
       "<td style=\"background-color:rgb(165,251,184)\">\n",
       "-0.03\n",
       "</td>\n",
       "<td style=\"background-color:rgb(189,215,166)\">\n",
       " 0.29\n",
       "</td>\n",
       "<td style=\"background-color:rgb(192,212,165)\">\n",
       "-0.31\n",
       "</td>\n",
       "<td style=\"background-color:rgb(171,243,180)\">\n",
       "-0.08\n",
       "</td>\n",
       "<td style=\"background-color:rgb(180,228,173)\">\n",
       "-0.19\n",
       "</td>\n",
       "<td style=\"background-color:rgb(166,249,184)\">\n",
       " 0.03\n",
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       "<td style=\"background-color:rgb(171,242,180)\">\n",
       " 0.09\n",
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       "<td style=\"background-color:rgb(165,251,185)\">\n",
       "-0.02\n",
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       "<td style=\"background-color:rgb(181,228,173)\">\n",
       " 0.19\n",
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       "<td style=\"background-color:rgb(163,254,186)\">\n",
       " 0.00\n",
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       "<td style=\"background-color:rgb(163,254,186)\">\n",
       "-0.00\n",
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       "<td style=\"background-color:rgb(197,204,161)\">\n",
       "-0.37\n",
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       "<td style=\"background-color:rgb(168,246,182)\">\n",
       "-0.06\n",
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       "-0.16\n",
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       "<td style=\"background-color:rgb(179,230,174)\">\n",
       " 0.18\n",
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       "<td style=\"background-color:rgb(167,248,183)\">\n",
       "-0.04\n",
       "</td>\n",
       "<td style=\"background-color:rgb(207,188,153)\">\n",
       " 0.48\n",
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       "<td style=\"background-color:rgb(164,253,185)\">\n",
       " 0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(227,159,138)\">\n",
       " 0.70\n",
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       "<td style=\"background-color:rgb(217,175,146)\">\n",
       "-0.58\n",
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       "<td style=\"background-color:rgb(177,234,176)\">\n",
       " 0.15\n",
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       "<td style=\"background-color:rgb(177,233,175)\">\n",
       "-0.16\n",
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       "<td style=\"background-color:rgb(191,213,165)\">\n",
       "-0.30\n",
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       "</tr>\n",
       "<tr>\n",
       "<th>\n",
       "deltagWlL_11\n",
       "</th>\n",
       "<td style=\"background-color:rgb(233,151,134)\">\n",
       "-0.76\n",
       "</td>\n",
       "<td style=\"background-color:rgb(189,215,167)\">\n",
       " 0.28\n",
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       "<td style=\"background-color:rgb(176,235,176)\">\n",
       "-0.14\n",
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       "<td style=\"background-color:rgb(242,138,128)\">\n",
       "-0.86\n",
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       "<td style=\"background-color:rgb(203,194,156)\">\n",
       " 0.44\n",
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       "<td style=\"background-color:rgb(244,135,126)\">\n",
       " 0.88\n",
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       "<td style=\"background-color:rgb(212,181,150)\">\n",
       "-0.53\n",
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       "<td>\n",
       " 1.00\n",
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       "<td style=\"background-color:rgb(167,248,183)\">\n",
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       "<td style=\"background-color:rgb(210,184,151)\">\n",
       "-0.51\n",
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       "<td style=\"background-color:rgb(200,199,159)\">\n",
       " 0.40\n",
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       "<td style=\"background-color:rgb(173,239,179)\">\n",
       " 0.11\n",
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       "<td style=\"background-color:rgb(187,218,168)\">\n",
       " 0.26\n",
       "</td>\n",
       "<td style=\"background-color:rgb(184,222,170)\">\n",
       " 0.23\n",
       "</td>\n",
       "<td style=\"background-color:rgb(202,196,157)\">\n",
       "-0.43\n",
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       "<td style=\"background-color:rgb(167,249,183)\">\n",
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       "<td style=\"background-color:rgb(185,222,170)\">\n",
       "-0.24\n",
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       "<td style=\"background-color:rgb(169,245,181)\">\n",
       " 0.07\n",
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       "<td style=\"background-color:rgb(164,253,185)\">\n",
       " 0.01\n",
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       "<td style=\"background-color:rgb(210,185,151)\">\n",
       " 0.51\n",
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       "<td style=\"background-color:rgb(169,245,181)\">\n",
       " 0.07\n",
       "</td>\n",
       "<td style=\"background-color:rgb(182,226,172)\">\n",
       " 0.21\n",
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       "<td style=\"background-color:rgb(180,228,173)\">\n",
       "-0.19\n",
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       "<td style=\"background-color:rgb(167,249,183)\">\n",
       " 0.04\n",
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       "<td style=\"background-color:rgb(207,189,154)\">\n",
       "-0.47\n",
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       "<td style=\"background-color:rgb(165,252,185)\">\n",
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       "<td style=\"background-color:rgb(220,170,144)\">\n",
       "-0.62\n",
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       "<td style=\"background-color:rgb(190,214,166)\">\n",
       " 0.29\n",
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       "<td style=\"background-color:rgb(172,241,179)\">\n",
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       "<td style=\"background-color:rgb(198,202,160)\">\n",
       " 0.38\n",
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       "<td style=\"background-color:rgb(215,177,148)\">\n",
       " 0.57\n",
       "</td>\n",
       "</tr>\n",
       "<tr>\n",
       "<th>\n",
       "deltagWlL_22\n",
       "</th>\n",
       "<td style=\"background-color:rgb(168,246,182)\">\n",
       "-0.06\n",
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       "<td style=\"background-color:rgb(168,246,182)\">\n",
       "-0.06\n",
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       "<td style=\"background-color:rgb(163,253,186)\">\n",
       "-0.00\n",
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       "<td style=\"background-color:rgb(165,252,185)\">\n",
       " 0.02\n",
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       "<td style=\"background-color:rgb(167,248,183)\">\n",
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       "<td style=\"background-color:rgb(165,251,184)\">\n",
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       "<td style=\"background-color:rgb(167,248,183)\">\n",
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       "<td>\n",
       " 1.00\n",
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       "-0.67\n",
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       "<td style=\"background-color:rgb(170,243,181)\">\n",
       "-0.08\n",
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       "<td style=\"background-color:rgb(166,250,184)\">\n",
       "-0.03\n",
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       "<td style=\"background-color:rgb(165,251,184)\">\n",
       " 0.02\n",
       "</td>\n",
       "<td style=\"background-color:rgb(167,248,183)\">\n",
       "-0.05\n",
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       "<td style=\"background-color:rgb(167,248,183)\">\n",
       "-0.05\n",
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       "<td style=\"background-color:rgb(166,250,184)\">\n",
       " 0.03\n",
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       "<td style=\"background-color:rgb(178,232,175)\">\n",
       "-0.16\n",
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       "<td style=\"background-color:rgb(163,253,186)\">\n",
       " 0.00\n",
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       "<td style=\"background-color:rgb(164,253,186)\">\n",
       " 0.01\n",
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       "<td style=\"background-color:rgb(172,241,179)\">\n",
       " 0.10\n",
       "</td>\n",
       "<td style=\"background-color:rgb(169,245,182)\">\n",
       "-0.06\n",
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       "<td style=\"background-color:rgb(166,249,184)\">\n",
       "-0.03\n",
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       "<td style=\"background-color:rgb(165,251,184)\">\n",
       "-0.02\n",
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       "<td style=\"background-color:rgb(163,254,186)\">\n",
       "-0.00\n",
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       "<td style=\"background-color:rgb(170,244,181)\">\n",
       "-0.08\n",
       "</td>\n",
       "<td style=\"background-color:rgb(163,254,186)\">\n",
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       "</td>\n",
       "<td style=\"background-color:rgb(168,247,183)\">\n",
       "-0.05\n",
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       "<td style=\"background-color:rgb(165,251,184)\">\n",
       "-0.02\n",
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       "<td style=\"background-color:rgb(164,252,185)\">\n",
       "-0.01\n",
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       "<td style=\"background-color:rgb(165,251,185)\">\n",
       "-0.02\n",
       "</td>\n",
       "<td style=\"background-color:rgb(241,139,128)\">\n",
       " 0.85\n",
       "</td>\n",
       "</tr>\n",
       "<tr>\n",
       "<th>\n",
       "deltagWlL_33\n",
       "</th>\n",
       "<td style=\"background-color:rgb(202,197,157)\">\n",
       " 0.42\n",
       "</td>\n",
       "<td style=\"background-color:rgb(172,240,179)\">\n",
       "-0.10\n",
       "</td>\n",
       "<td style=\"background-color:rgb(170,244,181)\">\n",
       " 0.07\n",
       "</td>\n",
       "<td style=\"background-color:rgb(206,190,154)\">\n",
       " 0.47\n",
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       "<td style=\"background-color:rgb(184,222,170)\">\n",
       "-0.23\n",
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       "<td style=\"background-color:rgb(206,190,154)\">\n",
       "-0.47\n",
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       "<td style=\"background-color:rgb(189,215,166)\">\n",
       " 0.29\n",
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       "<td style=\"background-color:rgb(210,184,151)\">\n",
       "-0.51\n",
       "</td>\n",
       "<td style=\"background-color:rgb(225,163,140)\">\n",
       "-0.67\n",
       "</td>\n",
       "<td>\n",
       " 1.00\n",
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       "<td style=\"background-color:rgb(201,198,158)\">\n",
       "-0.41\n",
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       "<td style=\"background-color:rgb(175,237,177)\">\n",
       "-0.13\n",
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       "<td style=\"background-color:rgb(175,237,177)\">\n",
       "-0.13\n",
       "</td>\n",
       "<td style=\"background-color:rgb(171,242,180)\">\n",
       "-0.09\n",
       "</td>\n",
       "<td style=\"background-color:rgb(184,224,171)\">\n",
       " 0.22\n",
       "</td>\n",
       "<td style=\"background-color:rgb(166,249,184)\">\n",
       " 0.03\n",
       "</td>\n",
       "<td style=\"background-color:rgb(179,230,174)\">\n",
       " 0.18\n",
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       "<td style=\"background-color:rgb(166,249,184)\">\n",
       "-0.03\n",
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       "<td style=\"background-color:rgb(164,253,186)\">\n",
       " 0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(177,233,176)\">\n",
       "-0.15\n",
       "</td>\n",
       "<td style=\"background-color:rgb(178,232,175)\">\n",
       "-0.16\n",
       "</td>\n",
       "<td style=\"background-color:rgb(181,227,172)\">\n",
       "-0.20\n",
       "</td>\n",
       "<td style=\"background-color:rgb(172,240,179)\">\n",
       " 0.10\n",
       "</td>\n",
       "<td style=\"background-color:rgb(166,249,183)\">\n",
       "-0.04\n",
       "</td>\n",
       "<td style=\"background-color:rgb(188,217,167)\">\n",
       " 0.27\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,253,185)\">\n",
       " 0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(195,207,162)\">\n",
       " 0.35\n",
       "</td>\n",
       "<td style=\"background-color:rgb(175,236,177)\">\n",
       "-0.13\n",
       "</td>\n",
       "<td style=\"background-color:rgb(168,246,182)\">\n",
       " 0.06\n",
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       "<td style=\"background-color:rgb(179,230,174)\">\n",
       "-0.18\n",
       "</td>\n",
       "<td style=\"background-color:rgb(239,142,130)\">\n",
       "-0.82\n",
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       "</tr>\n",
       "<tr>\n",
       "<th>\n",
       "deltagZeL_11\n",
       "</th>\n",
       "<td style=\"background-color:rgb(206,191,155)\">\n",
       "-0.46\n",
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       "<td style=\"background-color:rgb(175,237,177)\">\n",
       " 0.13\n",
       "</td>\n",
       "<td style=\"background-color:rgb(171,242,180)\">\n",
       "-0.09\n",
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       "<td style=\"background-color:rgb(208,187,153)\">\n",
       "-0.49\n",
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       "<td style=\"background-color:rgb(187,218,168)\">\n",
       " 0.26\n",
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       "<td style=\"background-color:rgb(208,188,153)\">\n",
       " 0.49\n",
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       "<td style=\"background-color:rgb(192,212,165)\">\n",
       "-0.31\n",
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       "<td style=\"background-color:rgb(200,199,159)\">\n",
       " 0.40\n",
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       "<td style=\"background-color:rgb(170,243,181)\">\n",
       "-0.08\n",
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       "<td style=\"background-color:rgb(201,198,158)\">\n",
       "-0.41\n",
       "</td>\n",
       "<td>\n",
       " 1.00\n",
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       "<td style=\"background-color:rgb(166,250,184)\">\n",
       "-0.03\n",
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       "<td style=\"background-color:rgb(171,242,180)\">\n",
       " 0.09\n",
       "</td>\n",
       "<td style=\"background-color:rgb(170,243,181)\">\n",
       " 0.08\n",
       "</td>\n",
       "<td style=\"background-color:rgb(176,234,176)\">\n",
       "-0.14\n",
       "</td>\n",
       "<td style=\"background-color:rgb(192,212,165)\">\n",
       "-0.31\n",
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       "<td style=\"background-color:rgb(170,244,181)\">\n",
       "-0.07\n",
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       "<td style=\"background-color:rgb(165,251,185)\">\n",
       " 0.02\n",
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       "<td style=\"background-color:rgb(192,211,164)\">\n",
       "-0.32\n",
       "</td>\n",
       "<td style=\"background-color:rgb(203,194,156)\">\n",
       " 0.44\n",
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       "<td style=\"background-color:rgb(164,253,186)\">\n",
       "-0.01\n",
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       "<td style=\"background-color:rgb(176,234,176)\">\n",
       " 0.15\n",
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       "<td style=\"background-color:rgb(172,241,179)\">\n",
       "-0.10\n",
       "</td>\n",
       "<td style=\"background-color:rgb(171,243,180)\">\n",
       " 0.08\n",
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       "<td style=\"background-color:rgb(187,219,169)\">\n",
       "-0.26\n",
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       "<td style=\"background-color:rgb(170,243,181)\">\n",
       " 0.08\n",
       "</td>\n",
       "<td style=\"background-color:rgb(198,203,160)\">\n",
       "-0.38\n",
       "</td>\n",
       "<td style=\"background-color:rgb(177,234,176)\">\n",
       " 0.15\n",
       "</td>\n",
       "<td style=\"background-color:rgb(169,246,182)\">\n",
       "-0.06\n",
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       "<td style=\"background-color:rgb(182,226,172)\">\n",
       " 0.20\n",
       "</td>\n",
       "<td style=\"background-color:rgb(177,234,176)\">\n",
       " 0.15\n",
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       "</tr>\n",
       "<tr>\n",
       "<th>\n",
       "deltagZeL_22\n",
       "</th>\n",
       "<td style=\"background-color:rgb(175,237,177)\">\n",
       "-0.13\n",
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       "<td style=\"background-color:rgb(166,249,184)\">\n",
       " 0.03\n",
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       "<td style=\"background-color:rgb(165,251,184)\">\n",
       "-0.02\n",
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       "<td style=\"background-color:rgb(175,236,177)\">\n",
       "-0.13\n",
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       "<td style=\"background-color:rgb(169,244,181)\">\n",
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       "<td style=\"background-color:rgb(175,236,177)\">\n",
       " 0.13\n",
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       "<td style=\"background-color:rgb(171,243,180)\">\n",
       "-0.08\n",
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       "<td style=\"background-color:rgb(173,239,179)\">\n",
       " 0.11\n",
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       "<td style=\"background-color:rgb(166,250,184)\">\n",
       "-0.03\n",
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       "<td style=\"background-color:rgb(175,237,177)\">\n",
       "-0.13\n",
       "</td>\n",
       "<td style=\"background-color:rgb(166,250,184)\">\n",
       "-0.03\n",
       "</td>\n",
       "<td>\n",
       " 1.00\n",
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       "<td style=\"background-color:rgb(173,240,179)\">\n",
       " 0.10\n",
       "</td>\n",
       "<td style=\"background-color:rgb(165,252,185)\">\n",
       " 0.02\n",
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       "<td style=\"background-color:rgb(167,248,183)\">\n",
       "-0.04\n",
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       "<td style=\"background-color:rgb(171,243,180)\">\n",
       " 0.08\n",
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       "<td style=\"background-color:rgb(166,249,184)\">\n",
       "-0.04\n",
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       "<td style=\"background-color:rgb(164,253,186)\">\n",
       " 0.01\n",
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       "<td style=\"background-color:rgb(167,248,183)\">\n",
       " 0.05\n",
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       "<td style=\"background-color:rgb(166,249,183)\">\n",
       " 0.04\n",
       "</td>\n",
       "<td style=\"background-color:rgb(246,131,124)\">\n",
       " 0.90\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,253,186)\">\n",
       "-0.01\n",
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       "<td style=\"background-color:rgb(166,250,184)\">\n",
       "-0.03\n",
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       "<td style=\"background-color:rgb(164,252,185)\">\n",
       "-0.01\n",
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       "<td style=\"background-color:rgb(170,244,181)\">\n",
       "-0.07\n",
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       "<td style=\"background-color:rgb(164,252,185)\">\n",
       "-0.01\n",
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       "<td style=\"background-color:rgb(172,240,179)\">\n",
       "-0.10\n",
       "</td>\n",
       "<td style=\"background-color:rgb(167,249,183)\">\n",
       " 0.04\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,252,185)\">\n",
       "-0.02\n",
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       "<td style=\"background-color:rgb(168,247,182)\">\n",
       " 0.06\n",
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       "<td style=\"background-color:rgb(166,250,184)\">\n",
       " 0.03\n",
       "</td>\n",
       "</tr>\n",
       "<tr>\n",
       "<th>\n",
       "deltagZeL_33\n",
       "</th>\n",
       "<td style=\"background-color:rgb(190,215,166)\">\n",
       "-0.29\n",
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       "<td style=\"background-color:rgb(170,244,181)\">\n",
       " 0.07\n",
       "</td>\n",
       "<td style=\"background-color:rgb(168,247,182)\">\n",
       "-0.05\n",
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       "<td style=\"background-color:rgb(191,213,166)\">\n",
       "-0.30\n",
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       "<td style=\"background-color:rgb(178,232,175)\">\n",
       " 0.16\n",
       "</td>\n",
       "<td style=\"background-color:rgb(190,213,166)\">\n",
       " 0.30\n",
       "</td>\n",
       "<td style=\"background-color:rgb(180,228,173)\">\n",
       "-0.19\n",
       "</td>\n",
       "<td style=\"background-color:rgb(187,218,168)\">\n",
       " 0.26\n",
       "</td>\n",
       "<td style=\"background-color:rgb(165,251,184)\">\n",
       " 0.02\n",
       "</td>\n",
       "<td style=\"background-color:rgb(175,237,177)\">\n",
       "-0.13\n",
       "</td>\n",
       "<td style=\"background-color:rgb(171,242,180)\">\n",
       " 0.09\n",
       "</td>\n",
       "<td style=\"background-color:rgb(173,240,179)\">\n",
       " 0.10\n",
       "</td>\n",
       "<td>\n",
       " 1.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(167,249,183)\">\n",
       " 0.04\n",
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       "<td style=\"background-color:rgb(173,239,179)\">\n",
       "-0.11\n",
       "</td>\n",
       "<td style=\"background-color:rgb(170,243,181)\">\n",
       " 0.08\n",
       "</td>\n",
       "<td style=\"background-color:rgb(172,240,179)\">\n",
       "-0.10\n",
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       "<td style=\"background-color:rgb(164,252,185)\">\n",
       " 0.02\n",
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       "<td style=\"background-color:rgb(164,252,185)\">\n",
       " 0.01\n",
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       "<td style=\"background-color:rgb(180,228,173)\">\n",
       " 0.19\n",
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       "<td style=\"background-color:rgb(163,254,186)\">\n",
       " 0.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(206,190,154)\">\n",
       " 0.47\n",
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       "<td style=\"background-color:rgb(169,244,181)\">\n",
       "-0.07\n",
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       "<td style=\"background-color:rgb(164,253,186)\">\n",
       "-0.01\n",
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       "<td style=\"background-color:rgb(179,230,174)\">\n",
       "-0.18\n",
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       "<td style=\"background-color:rgb(163,254,186)\">\n",
       "-0.00\n",
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       "<td style=\"background-color:rgb(184,223,170)\">\n",
       "-0.23\n",
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       "<td style=\"background-color:rgb(171,242,180)\">\n",
       " 0.09\n",
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       "<td style=\"background-color:rgb(166,249,183)\">\n",
       "-0.04\n",
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       "<td style=\"background-color:rgb(174,237,178)\">\n",
       " 0.12\n",
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       "<td style=\"background-color:rgb(178,232,175)\">\n",
       " 0.16\n",
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       "<tr>\n",
       "<th>\n",
       "deltagZdL_11\n",
       "</th>\n",
       "<td style=\"background-color:rgb(168,246,182)\">\n",
       "-0.06\n",
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       "<td style=\"background-color:rgb(198,202,160)\">\n",
       " 0.38\n",
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       "<td style=\"background-color:rgb(166,250,184)\">\n",
       " 0.03\n",
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       "<td style=\"background-color:rgb(174,238,178)\">\n",
       "-0.12\n",
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       "<td style=\"background-color:rgb(163,254,186)\">\n",
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       "<td style=\"background-color:rgb(185,221,170)\">\n",
       " 0.24\n",
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       "<td style=\"background-color:rgb(166,249,184)\">\n",
       " 0.03\n",
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       "<td style=\"background-color:rgb(184,222,170)\">\n",
       " 0.23\n",
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       "<td style=\"background-color:rgb(167,248,183)\">\n",
       "-0.05\n",
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       "<td style=\"background-color:rgb(171,242,180)\">\n",
       "-0.09\n",
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       "<td style=\"background-color:rgb(167,249,183)\">\n",
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       "<td>\n",
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       "<td style=\"background-color:rgb(163,254,186)\">\n",
       "-0.00\n",
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       "<td style=\"background-color:rgb(186,220,169)\">\n",
       " 0.25\n",
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       "<td style=\"background-color:rgb(171,243,180)\">\n",
       " 0.08\n",
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       "<td style=\"background-color:rgb(163,254,186)\">\n",
       " 0.00\n",
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       "<td style=\"background-color:rgb(171,242,180)\">\n",
       " 0.09\n",
       "</td>\n",
       "<td style=\"background-color:rgb(165,252,185)\">\n",
       " 0.02\n",
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       "<td style=\"background-color:rgb(167,248,183)\">\n",
       " 0.04\n",
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       "<td style=\"background-color:rgb(218,172,145)\">\n",
       " 0.60\n",
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       "<td style=\"background-color:rgb(188,217,167)\">\n",
       "-0.27\n",
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       "<td style=\"background-color:rgb(184,222,170)\">\n",
       " 0.23\n",
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       "<td style=\"background-color:rgb(167,248,183)\">\n",
       " 0.04\n",
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       "<td style=\"background-color:rgb(171,242,180)\">\n",
       " 0.09\n",
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       "<td style=\"background-color:rgb(175,237,177)\">\n",
       " 0.13\n",
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       "<td style=\"background-color:rgb(166,249,183)\">\n",
       " 0.04\n",
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       "<td style=\"background-color:rgb(184,223,170)\">\n",
       " 0.23\n",
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       "<td style=\"background-color:rgb(171,242,180)\">\n",
       " 0.09\n",
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       "</tr>\n",
       "<tr>\n",
       "<th>\n",
       "deltagZdL_22\n",
       "</th>\n",
       "<td style=\"background-color:rgb(184,222,170)\">\n",
       " 0.23\n",
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       "<td style=\"background-color:rgb(207,189,154)\">\n",
       "-0.48\n",
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       "<td style=\"background-color:rgb(163,254,186)\">\n",
       " 0.00\n",
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       "<td style=\"background-color:rgb(191,212,165)\">\n",
       " 0.31\n",
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       "<td style=\"background-color:rgb(172,241,179)\">\n",
       "-0.10\n",
       "</td>\n",
       "<td style=\"background-color:rgb(204,193,156)\">\n",
       "-0.45\n",
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       "<td style=\"background-color:rgb(171,242,180)\">\n",
       " 0.09\n",
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       "<td style=\"background-color:rgb(202,196,157)\">\n",
       "-0.43\n",
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       "<td style=\"background-color:rgb(167,248,183)\">\n",
       "-0.05\n",
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       "<td style=\"background-color:rgb(184,224,171)\">\n",
       " 0.22\n",
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       "<td style=\"background-color:rgb(176,234,176)\">\n",
       "-0.14\n",
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       "<td style=\"background-color:rgb(167,248,183)\">\n",
       "-0.04\n",
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       "<td style=\"background-color:rgb(173,239,179)\">\n",
       "-0.11\n",
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       "<td style=\"background-color:rgb(221,168,143)\">\n",
       "-0.63\n",
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       "<td>\n",
       " 1.00\n",
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       "<td style=\"background-color:rgb(166,250,184)\">\n",
       "-0.03\n",
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       "<td style=\"background-color:rgb(198,202,160)\">\n",
       " 0.38\n",
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       "<td style=\"background-color:rgb(179,231,174)\">\n",
       "-0.17\n",
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       "<td style=\"background-color:rgb(165,252,185)\">\n",
       "-0.02\n",
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       "<td style=\"background-color:rgb(182,226,172)\">\n",
       "-0.21\n",
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       "<td style=\"background-color:rgb(165,251,185)\">\n",
       "-0.02\n",
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       "<td style=\"background-color:rgb(170,244,181)\">\n",
       "-0.08\n",
       "</td>\n",
       "<td style=\"background-color:rgb(176,235,176)\">\n",
       " 0.14\n",
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       "<td style=\"background-color:rgb(168,247,182)\">\n",
       " 0.05\n",
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       "<td style=\"background-color:rgb(193,210,164)\">\n",
       " 0.33\n",
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       "<td style=\"background-color:rgb(166,249,184)\">\n",
       " 0.04\n",
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       "<td style=\"background-color:rgb(166,249,184)\">\n",
       " 0.04\n",
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       "<td style=\"background-color:rgb(184,223,171)\">\n",
       "-0.22\n",
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       "<td style=\"background-color:rgb(165,252,185)\">\n",
       "-0.02\n",
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       "<td style=\"background-color:rgb(193,210,164)\">\n",
       "-0.32\n",
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       "<td style=\"background-color:rgb(188,218,168)\">\n",
       "-0.27\n",
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       "<tr>\n",
       "<th>\n",
       "deltagZdL_33\n",
       "</th>\n",
       "<td style=\"background-color:rgb(166,249,184)\">\n",
       "-0.04\n",
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       "<td style=\"background-color:rgb(164,253,186)\">\n",
       " 0.01\n",
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       "<td style=\"background-color:rgb(164,253,186)\">\n",
       "-0.01\n",
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       "<td style=\"background-color:rgb(166,249,184)\">\n",
       "-0.03\n",
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       "<td style=\"background-color:rgb(165,252,185)\">\n",
       " 0.02\n",
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       "<td style=\"background-color:rgb(166,249,184)\">\n",
       " 0.03\n",
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       "<td style=\"background-color:rgb(165,251,185)\">\n",
       "-0.02\n",
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       "<td style=\"background-color:rgb(167,249,183)\">\n",
       " 0.04\n",
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       "<td style=\"background-color:rgb(166,250,184)\">\n",
       " 0.03\n",
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       "<td style=\"background-color:rgb(166,249,184)\">\n",
       " 0.03\n",
       "</td>\n",
       "<td style=\"background-color:rgb(192,212,165)\">\n",
       "-0.31\n",
       "</td>\n",
       "<td style=\"background-color:rgb(171,243,180)\">\n",
       " 0.08\n",
       "</td>\n",
       "<td style=\"background-color:rgb(170,243,181)\">\n",
       " 0.08\n",
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       "<td style=\"background-color:rgb(163,254,186)\">\n",
       "-0.00\n",
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       "<td style=\"background-color:rgb(166,250,184)\">\n",
       "-0.03\n",
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       "<td>\n",
       " 1.00\n",
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       "<td style=\"background-color:rgb(167,248,183)\">\n",
       "-0.04\n",
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       "<td style=\"background-color:rgb(163,253,186)\">\n",
       " 0.00\n",
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       "<td style=\"background-color:rgb(244,134,126)\">\n",
       " 0.88\n",
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       "<td style=\"background-color:rgb(188,217,167)\">\n",
       "-0.27\n",
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       "<td style=\"background-color:rgb(165,251,184)\">\n",
       " 0.02\n",
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       "<td style=\"background-color:rgb(166,249,184)\">\n",
       "-0.03\n",
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       "<td style=\"background-color:rgb(164,252,185)\">\n",
       "-0.02\n",
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       "<td style=\"background-color:rgb(172,241,180)\">\n",
       "-0.10\n",
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       "<td style=\"background-color:rgb(166,250,184)\">\n",
       "-0.03\n",
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       "<td style=\"background-color:rgb(180,228,173)\">\n",
       "-0.19\n",
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       "<td style=\"background-color:rgb(165,251,184)\">\n",
       "-0.03\n",
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       "<td style=\"background-color:rgb(164,253,185)\">\n",
       " 0.01\n",
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       "<td style=\"background-color:rgb(163,253,186)\">\n",
       "-0.00\n",
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       "<td style=\"background-color:rgb(164,252,185)\">\n",
       " 0.01\n",
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       "<td style=\"background-color:rgb(167,248,183)\">\n",
       " 0.05\n",
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       "</tr>\n",
       "<tr>\n",
       "<th>\n",
       "deltagZdR_11\n",
       "</th>\n",
       "<td style=\"background-color:rgb(186,219,169)\">\n",
       " 0.25\n",
       "</td>\n",
       "<td style=\"background-color:rgb(167,249,183)\">\n",
       "-0.04\n",
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       "<td style=\"background-color:rgb(168,246,182)\">\n",
       " 0.06\n",
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       "<td style=\"background-color:rgb(187,218,168)\">\n",
       " 0.26\n",
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       "<td style=\"background-color:rgb(177,234,176)\">\n",
       "-0.15\n",
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       "<td style=\"background-color:rgb(186,220,169)\">\n",
       "-0.25\n",
       "</td>\n",
       "<td style=\"background-color:rgb(181,228,173)\">\n",
       " 0.19\n",
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       "<td style=\"background-color:rgb(185,222,170)\">\n",
       "-0.24\n",
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       "<td style=\"background-color:rgb(178,232,175)\">\n",
       "-0.16\n",
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       "<td style=\"background-color:rgb(179,230,174)\">\n",
       " 0.18\n",
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       "<td style=\"background-color:rgb(170,244,181)\">\n",
       "-0.07\n",
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       "<td style=\"background-color:rgb(166,249,184)\">\n",
       "-0.04\n",
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       "<td style=\"background-color:rgb(172,240,179)\">\n",
       "-0.10\n",
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       "<td style=\"background-color:rgb(186,220,169)\">\n",
       " 0.25\n",
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       "<td style=\"background-color:rgb(198,202,160)\">\n",
       " 0.38\n",
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       "<td style=\"background-color:rgb(167,248,183)\">\n",
       "-0.04\n",
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       "<td>\n",
       " 1.00\n",
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       "<td style=\"background-color:rgb(214,179,148)\">\n",
       "-0.55\n",
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       "<td style=\"background-color:rgb(165,250,184)\">\n",
       "-0.03\n",
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       "<td style=\"background-color:rgb(178,231,175)\">\n",
       "-0.17\n",
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       "<td style=\"background-color:rgb(163,254,186)\">\n",
       " 0.00\n",
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       "<td style=\"background-color:rgb(166,249,184)\">\n",
       "-0.03\n",
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       "<td style=\"background-color:rgb(207,188,153)\">\n",
       " 0.48\n",
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       "<td style=\"background-color:rgb(175,237,177)\">\n",
       "-0.13\n",
       "</td>\n",
       "<td style=\"background-color:rgb(227,159,139)\">\n",
       " 0.70\n",
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       "<td style=\"background-color:rgb(174,238,178)\">\n",
       " 0.12\n",
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       "<td style=\"background-color:rgb(182,226,172)\">\n",
       " 0.21\n",
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       "<td style=\"background-color:rgb(174,238,178)\">\n",
       "-0.12\n",
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       "<td style=\"background-color:rgb(167,249,183)\">\n",
       " 0.04\n",
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       "<td style=\"background-color:rgb(170,244,181)\">\n",
       "-0.08\n",
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       "<td style=\"background-color:rgb(186,219,169)\">\n",
       "-0.26\n",
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       "<tr>\n",
       "<th>\n",
       "deltagZdR_22\n",
       "</th>\n",
       "<td style=\"background-color:rgb(166,250,184)\">\n",
       "-0.03\n",
       "</td>\n",
       "<td style=\"background-color:rgb(171,242,180)\">\n",
       " 0.09\n",
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       "<td style=\"background-color:rgb(163,254,186)\">\n",
       " 0.00\n",
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       "<td style=\"background-color:rgb(167,248,183)\">\n",
       "-0.04\n",
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       "<td style=\"background-color:rgb(164,253,185)\">\n",
       " 0.01\n",
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       "<td style=\"background-color:rgb(169,245,181)\">\n",
       " 0.07\n",
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       "<td style=\"background-color:rgb(163,254,186)\">\n",
       " 0.00\n",
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       "<td style=\"background-color:rgb(169,245,181)\">\n",
       " 0.07\n",
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       "<td style=\"background-color:rgb(163,253,186)\">\n",
       " 0.00\n",
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       "<td style=\"background-color:rgb(166,249,184)\">\n",
       "-0.03\n",
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       "<td style=\"background-color:rgb(165,251,185)\">\n",
       " 0.02\n",
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       "<td style=\"background-color:rgb(164,253,186)\">\n",
       " 0.01\n",
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       "<td style=\"background-color:rgb(164,252,185)\">\n",
       " 0.02\n",
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       "<td style=\"background-color:rgb(171,243,180)\">\n",
       " 0.08\n",
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       "<td style=\"background-color:rgb(179,231,174)\">\n",
       "-0.17\n",
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       "<td style=\"background-color:rgb(163,253,186)\">\n",
       " 0.00\n",
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       "<td style=\"background-color:rgb(214,179,148)\">\n",
       "-0.55\n",
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       "<td>\n",
       " 1.00\n",
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       "<td style=\"background-color:rgb(163,254,186)\">\n",
       " 0.00\n",
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       "<td style=\"background-color:rgb(166,250,184)\">\n",
       " 0.03\n",
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       "<td style=\"background-color:rgb(163,254,186)\">\n",
       " 0.00\n",
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       "<td style=\"background-color:rgb(164,252,185)\">\n",
       " 0.01\n",
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       "<td style=\"background-color:rgb(169,245,181)\">\n",
       "-0.07\n",
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       "<td style=\"background-color:rgb(163,253,186)\">\n",
       " 0.00\n",
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       "<td style=\"background-color:rgb(181,227,173)\">\n",
       "-0.20\n",
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       "<td style=\"background-color:rgb(163,254,186)\">\n",
       "-0.00\n",
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       "<td style=\"background-color:rgb(164,253,185)\">\n",
       " 0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(166,249,184)\">\n",
       " 0.04\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,253,186)\">\n",
       " 0.01\n",
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       "<td style=\"background-color:rgb(168,246,182)\">\n",
       " 0.06\n",
       "</td>\n",
       "<td style=\"background-color:rgb(167,249,183)\">\n",
       " 0.04\n",
       "</td>\n",
       "</tr>\n",
       "<tr>\n",
       "<th>\n",
       "deltagZdR_33\n",
       "</th>\n",
       "<td style=\"background-color:rgb(164,253,185)\">\n",
       "-0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(163,254,186)\">\n",
       " 0.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(163,254,186)\">\n",
       "-0.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(163,253,186)\">\n",
       "-0.00\n",
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       "<td style=\"background-color:rgb(163,254,186)\">\n",
       " 0.00\n",
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       "<td style=\"background-color:rgb(163,253,186)\">\n",
       " 0.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(163,254,186)\">\n",
       "-0.00\n",
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       "<td style=\"background-color:rgb(164,253,185)\">\n",
       " 0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,253,186)\">\n",
       " 0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,253,186)\">\n",
       " 0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(192,211,164)\">\n",
       "-0.32\n",
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       "<td style=\"background-color:rgb(167,248,183)\">\n",
       " 0.05\n",
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       "<td style=\"background-color:rgb(164,252,185)\">\n",
       " 0.01\n",
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       "<td style=\"background-color:rgb(163,254,186)\">\n",
       " 0.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(165,252,185)\">\n",
       "-0.02\n",
       "</td>\n",
       "<td style=\"background-color:rgb(244,134,126)\">\n",
       " 0.88\n",
       "</td>\n",
       "<td style=\"background-color:rgb(165,250,184)\">\n",
       "-0.03\n",
       "</td>\n",
       "<td style=\"background-color:rgb(163,254,186)\">\n",
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       "<td>\n",
       " 1.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(193,210,164)\">\n",
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       "<td style=\"background-color:rgb(172,241,179)\">\n",
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       "<td style=\"background-color:rgb(176,235,176)\">\n",
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       "<td style=\"background-color:rgb(164,252,185)\">\n",
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       "<td style=\"background-color:rgb(207,188,153)\">\n",
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       "<th>\n",
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       "<td style=\"background-color:rgb(165,251,185)\">\n",
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       "<td style=\"background-color:rgb(167,248,183)\">\n",
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       "<td style=\"background-color:rgb(167,249,183)\">\n",
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       "<td style=\"background-color:rgb(163,254,186)\">\n",
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       "<td style=\"background-color:rgb(164,253,186)\">\n",
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       "<td style=\"background-color:rgb(188,217,167)\">\n",
       "-0.27\n",
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       "<td style=\"background-color:rgb(168,247,182)\">\n",
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       "<td style=\"background-color:rgb(172,241,180)\">\n",
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       "<td style=\"background-color:rgb(163,253,186)\">\n",
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       "<td style=\"background-color:rgb(163,254,186)\">\n",
       " 0.00\n",
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       "<td style=\"background-color:rgb(165,251,184)\">\n",
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       "<td style=\"background-color:rgb(204,193,156)\">\n",
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       "<td>\n",
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       "<td style=\"background-color:rgb(183,224,171)\">\n",
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       "<td style=\"background-color:rgb(183,225,171)\">\n",
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       "<td style=\"background-color:rgb(166,250,184)\">\n",
       "-0.03\n",
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       "<td style=\"background-color:rgb(166,250,184)\">\n",
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       "<td style=\"background-color:rgb(164,253,186)\">\n",
       "-0.01\n",
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       "<td style=\"background-color:rgb(165,251,185)\">\n",
       " 0.02\n",
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       "<td style=\"background-color:rgb(165,251,185)\">\n",
       " 0.02\n",
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       "<tr>\n",
       "<th>\n",
       "deltagZuR_11\n",
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       "<td style=\"background-color:rgb(213,181,149)\">\n",
       " 0.54\n",
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       "<td style=\"background-color:rgb(172,241,180)\">\n",
       "-0.10\n",
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       "<td style=\"background-color:rgb(175,236,177)\">\n",
       " 0.13\n",
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       "<td style=\"background-color:rgb(214,178,148)\">\n",
       " 0.56\n",
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       "<td style=\"background-color:rgb(194,209,163)\">\n",
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       "<td style=\"background-color:rgb(213,180,149)\">\n",
       "-0.54\n",
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       "<td style=\"background-color:rgb(207,188,153)\">\n",
       " 0.48\n",
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       "<td style=\"background-color:rgb(207,189,154)\">\n",
       "-0.47\n",
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       "<td style=\"background-color:rgb(170,244,181)\">\n",
       "-0.08\n",
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       "<td style=\"background-color:rgb(188,217,167)\">\n",
       " 0.27\n",
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       "<td style=\"background-color:rgb(187,219,169)\">\n",
       "-0.26\n",
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       "<td style=\"background-color:rgb(170,244,181)\">\n",
       "-0.07\n",
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       "<td style=\"background-color:rgb(179,230,174)\">\n",
       "-0.18\n",
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       "<td style=\"background-color:rgb(193,210,164)\">\n",
       " 0.33\n",
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       "<td style=\"background-color:rgb(166,250,184)\">\n",
       "-0.03\n",
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       "<td style=\"background-color:rgb(227,159,139)\">\n",
       " 0.70\n",
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       "<td style=\"background-color:rgb(181,227,173)\">\n",
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       "<td style=\"background-color:rgb(164,253,185)\">\n",
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       "<td style=\"background-color:rgb(193,209,164)\">\n",
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       "<td style=\"background-color:rgb(167,248,183)\">\n",
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       "<td style=\"background-color:rgb(175,237,177)\">\n",
       "-0.13\n",
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       " 0.62\n",
       "</td>\n",
       "<td style=\"background-color:rgb(183,224,171)\">\n",
       "-0.22\n",
       "</td>\n",
       "<td>\n",
       " 1.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(168,246,182)\">\n",
       " 0.06\n",
       "</td>\n",
       "<td style=\"background-color:rgb(207,190,154)\">\n",
       " 0.47\n",
       "</td>\n",
       "<td style=\"background-color:rgb(189,216,167)\">\n",
       "-0.28\n",
       "</td>\n",
       "<td style=\"background-color:rgb(171,242,180)\">\n",
       " 0.09\n",
       "</td>\n",
       "<td style=\"background-color:rgb(179,230,174)\">\n",
       "-0.17\n",
       "</td>\n",
       "<td style=\"background-color:rgb(192,211,165)\">\n",
       "-0.31\n",
       "</td>\n",
       "</tr>\n",
       "<tr>\n",
       "<th>\n",
       "deltagZuR_22\n",
       "</th>\n",
       "<td style=\"background-color:rgb(165,251,185)\">\n",
       " 0.02\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,253,186)\">\n",
       "-0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(163,254,186)\">\n",
       " 0.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(165,252,185)\">\n",
       " 0.02\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,253,185)\">\n",
       "-0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(165,251,185)\">\n",
       "-0.02\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,253,185)\">\n",
       " 0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(165,252,185)\">\n",
       "-0.02\n",
       "</td>\n",
       "<td style=\"background-color:rgb(163,254,186)\">\n",
       " 0.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,253,185)\">\n",
       " 0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(170,243,181)\">\n",
       " 0.08\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,252,185)\">\n",
       "-0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(163,254,186)\">\n",
       "-0.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(167,248,183)\">\n",
       " 0.04\n",
       "</td>\n",
       "<td style=\"background-color:rgb(166,249,184)\">\n",
       " 0.04\n",
       "</td>\n",
       "<td style=\"background-color:rgb(180,228,173)\">\n",
       "-0.19\n",
       "</td>\n",
       "<td style=\"background-color:rgb(174,238,178)\">\n",
       " 0.12\n",
       "</td>\n",
       "<td style=\"background-color:rgb(163,254,186)\">\n",
       "-0.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(177,233,176)\">\n",
       "-0.15\n",
       "</td>\n",
       "<td style=\"background-color:rgb(171,243,180)\">\n",
       " 0.08\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,252,185)\">\n",
       "-0.02\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,253,185)\">\n",
       "-0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(169,245,182)\">\n",
       " 0.06\n",
       "</td>\n",
       "<td style=\"background-color:rgb(183,225,171)\">\n",
       " 0.21\n",
       "</td>\n",
       "<td style=\"background-color:rgb(168,246,182)\">\n",
       " 0.06\n",
       "</td>\n",
       "<td>\n",
       " 1.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,252,185)\">\n",
       " 0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(163,253,186)\">\n",
       "-0.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(163,254,186)\">\n",
       " 0.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,253,185)\">\n",
       "-0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,253,185)\">\n",
       "-0.01\n",
       "</td>\n",
       "</tr>\n",
       "<tr>\n",
       "<th>\n",
       "uphi_33\n",
       "</th>\n",
       "<td style=\"background-color:rgb(233,150,134)\">\n",
       " 0.76\n",
       "</td>\n",
       "<td style=\"background-color:rgb(176,234,176)\">\n",
       " 0.14\n",
       "</td>\n",
       "<td style=\"background-color:rgb(215,177,148)\">\n",
       " 0.57\n",
       "</td>\n",
       "<td style=\"background-color:rgb(234,149,133)\">\n",
       " 0.77\n",
       "</td>\n",
       "<td style=\"background-color:rgb(209,185,152)\">\n",
       "-0.50\n",
       "</td>\n",
       "<td style=\"background-color:rgb(230,155,137)\">\n",
       "-0.72\n",
       "</td>\n",
       "<td style=\"background-color:rgb(227,159,138)\">\n",
       " 0.70\n",
       "</td>\n",
       "<td style=\"background-color:rgb(220,170,144)\">\n",
       "-0.62\n",
       "</td>\n",
       "<td style=\"background-color:rgb(168,247,183)\">\n",
       "-0.05\n",
       "</td>\n",
       "<td style=\"background-color:rgb(195,207,162)\">\n",
       " 0.35\n",
       "</td>\n",
       "<td style=\"background-color:rgb(198,203,160)\">\n",
       "-0.38\n",
       "</td>\n",
       "<td style=\"background-color:rgb(172,240,179)\">\n",
       "-0.10\n",
       "</td>\n",
       "<td style=\"background-color:rgb(184,223,170)\">\n",
       "-0.23\n",
       "</td>\n",
       "<td style=\"background-color:rgb(171,242,180)\">\n",
       " 0.09\n",
       "</td>\n",
       "<td style=\"background-color:rgb(166,249,184)\">\n",
       " 0.04\n",
       "</td>\n",
       "<td style=\"background-color:rgb(165,251,184)\">\n",
       "-0.03\n",
       "</td>\n",
       "<td style=\"background-color:rgb(182,226,172)\">\n",
       " 0.21\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,253,185)\">\n",
       " 0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(163,254,186)\">\n",
       "-0.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(204,193,156)\">\n",
       "-0.45\n",
       "</td>\n",
       "<td style=\"background-color:rgb(169,245,181)\">\n",
       "-0.07\n",
       "</td>\n",
       "<td style=\"background-color:rgb(180,228,173)\">\n",
       "-0.19\n",
       "</td>\n",
       "<td style=\"background-color:rgb(178,231,175)\">\n",
       " 0.17\n",
       "</td>\n",
       "<td style=\"background-color:rgb(166,250,184)\">\n",
       "-0.03\n",
       "</td>\n",
       "<td style=\"background-color:rgb(207,190,154)\">\n",
       " 0.47\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,252,185)\">\n",
       " 0.01\n",
       "</td>\n",
       "<td>\n",
       " 1.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(177,233,175)\">\n",
       "-0.16\n",
       "</td>\n",
       "<td style=\"background-color:rgb(175,236,177)\">\n",
       " 0.13\n",
       "</td>\n",
       "<td style=\"background-color:rgb(183,225,171)\">\n",
       "-0.22\n",
       "</td>\n",
       "<td style=\"background-color:rgb(197,204,161)\">\n",
       "-0.37\n",
       "</td>\n",
       "</tr>\n",
       "<tr>\n",
       "<th>\n",
       "dphi_33\n",
       "</th>\n",
       "<td style=\"background-color:rgb(186,219,169)\">\n",
       "-0.25\n",
       "</td>\n",
       "<td style=\"background-color:rgb(202,196,157)\">\n",
       " 0.42\n",
       "</td>\n",
       "<td style=\"background-color:rgb(187,218,168)\">\n",
       "-0.26\n",
       "</td>\n",
       "<td style=\"background-color:rgb(189,215,167)\">\n",
       "-0.29\n",
       "</td>\n",
       "<td style=\"background-color:rgb(189,216,167)\">\n",
       " 0.28\n",
       "</td>\n",
       "<td style=\"background-color:rgb(194,209,163)\">\n",
       " 0.33\n",
       "</td>\n",
       "<td style=\"background-color:rgb(217,175,146)\">\n",
       "-0.58\n",
       "</td>\n",
       "<td style=\"background-color:rgb(190,214,166)\">\n",
       " 0.29\n",
       "</td>\n",
       "<td style=\"background-color:rgb(165,251,184)\">\n",
       "-0.02\n",
       "</td>\n",
       "<td style=\"background-color:rgb(175,236,177)\">\n",
       "-0.13\n",
       "</td>\n",
       "<td style=\"background-color:rgb(177,234,176)\">\n",
       " 0.15\n",
       "</td>\n",
       "<td style=\"background-color:rgb(167,249,183)\">\n",
       " 0.04\n",
       "</td>\n",
       "<td style=\"background-color:rgb(171,242,180)\">\n",
       " 0.09\n",
       "</td>\n",
       "<td style=\"background-color:rgb(175,237,177)\">\n",
       " 0.13\n",
       "</td>\n",
       "<td style=\"background-color:rgb(184,223,171)\">\n",
       "-0.22\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,253,185)\">\n",
       " 0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(174,238,178)\">\n",
       "-0.12\n",
       "</td>\n",
       "<td style=\"background-color:rgb(166,249,184)\">\n",
       " 0.04\n",
       "</td>\n",
       "<td style=\"background-color:rgb(163,254,186)\">\n",
       " 0.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(179,230,174)\">\n",
       " 0.17\n",
       "</td>\n",
       "<td style=\"background-color:rgb(166,250,184)\">\n",
       " 0.03\n",
       "</td>\n",
       "<td style=\"background-color:rgb(170,244,181)\">\n",
       " 0.08\n",
       "</td>\n",
       "<td style=\"background-color:rgb(173,239,179)\">\n",
       "-0.11\n",
       "</td>\n",
       "<td style=\"background-color:rgb(166,250,184)\">\n",
       " 0.03\n",
       "</td>\n",
       "<td style=\"background-color:rgb(189,216,167)\">\n",
       "-0.28\n",
       "</td>\n",
       "<td style=\"background-color:rgb(163,253,186)\">\n",
       "-0.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(177,233,175)\">\n",
       "-0.16\n",
       "</td>\n",
       "<td>\n",
       " 1.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(169,245,181)\">\n",
       "-0.07\n",
       "</td>\n",
       "<td style=\"background-color:rgb(194,208,163)\">\n",
       " 0.34\n",
       "</td>\n",
       "<td style=\"background-color:rgb(175,236,177)\">\n",
       " 0.14\n",
       "</td>\n",
       "</tr>\n",
       "<tr>\n",
       "<th>\n",
       "ephi_22\n",
       "</th>\n",
       "<td style=\"background-color:rgb(175,237,177)\">\n",
       " 0.13\n",
       "</td>\n",
       "<td style=\"background-color:rgb(165,251,184)\">\n",
       " 0.02\n",
       "</td>\n",
       "<td style=\"background-color:rgb(167,248,183)\">\n",
       " 0.04\n",
       "</td>\n",
       "<td style=\"background-color:rgb(175,237,177)\">\n",
       " 0.13\n",
       "</td>\n",
       "<td style=\"background-color:rgb(171,242,180)\">\n",
       "-0.08\n",
       "</td>\n",
       "<td style=\"background-color:rgb(173,239,178)\">\n",
       "-0.11\n",
       "</td>\n",
       "<td style=\"background-color:rgb(177,234,176)\">\n",
       " 0.15\n",
       "</td>\n",
       "<td style=\"background-color:rgb(172,241,179)\">\n",
       "-0.10\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,252,185)\">\n",
       "-0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(168,246,182)\">\n",
       " 0.06\n",
       "</td>\n",
       "<td style=\"background-color:rgb(169,246,182)\">\n",
       "-0.06\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,252,185)\">\n",
       "-0.02\n",
       "</td>\n",
       "<td style=\"background-color:rgb(166,249,183)\">\n",
       "-0.04\n",
       "</td>\n",
       "<td style=\"background-color:rgb(166,249,183)\">\n",
       " 0.04\n",
       "</td>\n",
       "<td style=\"background-color:rgb(165,252,185)\">\n",
       "-0.02\n",
       "</td>\n",
       "<td style=\"background-color:rgb(163,253,186)\">\n",
       "-0.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(167,249,183)\">\n",
       " 0.04\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,253,186)\">\n",
       " 0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(163,254,186)\">\n",
       "-0.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(170,244,181)\">\n",
       "-0.07\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,252,185)\">\n",
       "-0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(166,250,184)\">\n",
       "-0.03\n",
       "</td>\n",
       "<td style=\"background-color:rgb(166,250,184)\">\n",
       " 0.03\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,253,186)\">\n",
       "-0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(171,242,180)\">\n",
       " 0.09\n",
       "</td>\n",
       "<td style=\"background-color:rgb(163,254,186)\">\n",
       " 0.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(175,236,177)\">\n",
       " 0.13\n",
       "</td>\n",
       "<td style=\"background-color:rgb(169,245,181)\">\n",
       "-0.07\n",
       "</td>\n",
       "<td>\n",
       " 1.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(165,251,184)\">\n",
       "-0.02\n",
       "</td>\n",
       "<td style=\"background-color:rgb(169,246,182)\">\n",
       "-0.06\n",
       "</td>\n",
       "</tr>\n",
       "<tr>\n",
       "<th>\n",
       "ephi_33\n",
       "</th>\n",
       "<td style=\"background-color:rgb(197,204,161)\">\n",
       "-0.37\n",
       "</td>\n",
       "<td style=\"background-color:rgb(201,197,158)\">\n",
       " 0.42\n",
       "</td>\n",
       "<td style=\"background-color:rgb(180,229,173)\">\n",
       "-0.19\n",
       "</td>\n",
       "<td style=\"background-color:rgb(200,200,159)\">\n",
       "-0.40\n",
       "</td>\n",
       "<td style=\"background-color:rgb(185,222,170)\">\n",
       " 0.24\n",
       "</td>\n",
       "<td style=\"background-color:rgb(203,195,156)\">\n",
       " 0.44\n",
       "</td>\n",
       "<td style=\"background-color:rgb(177,233,175)\">\n",
       "-0.16\n",
       "</td>\n",
       "<td style=\"background-color:rgb(198,202,160)\">\n",
       " 0.38\n",
       "</td>\n",
       "<td style=\"background-color:rgb(165,251,185)\">\n",
       "-0.02\n",
       "</td>\n",
       "<td style=\"background-color:rgb(179,230,174)\">\n",
       "-0.18\n",
       "</td>\n",
       "<td style=\"background-color:rgb(182,226,172)\">\n",
       " 0.20\n",
       "</td>\n",
       "<td style=\"background-color:rgb(168,247,182)\">\n",
       " 0.06\n",
       "</td>\n",
       "<td style=\"background-color:rgb(174,237,178)\">\n",
       " 0.12\n",
       "</td>\n",
       "<td style=\"background-color:rgb(184,223,170)\">\n",
       " 0.23\n",
       "</td>\n",
       "<td style=\"background-color:rgb(193,210,164)\">\n",
       "-0.32\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,252,185)\">\n",
       " 0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(170,244,181)\">\n",
       "-0.08\n",
       "</td>\n",
       "<td style=\"background-color:rgb(168,246,182)\">\n",
       " 0.06\n",
       "</td>\n",
       "<td style=\"background-color:rgb(163,254,186)\">\n",
       " 0.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(185,222,170)\">\n",
       " 0.24\n",
       "</td>\n",
       "<td style=\"background-color:rgb(167,249,183)\">\n",
       " 0.04\n",
       "</td>\n",
       "<td style=\"background-color:rgb(172,240,179)\">\n",
       " 0.10\n",
       "</td>\n",
       "<td style=\"background-color:rgb(171,243,180)\">\n",
       "-0.08\n",
       "</td>\n",
       "<td style=\"background-color:rgb(165,251,185)\">\n",
       " 0.02\n",
       "</td>\n",
       "<td style=\"background-color:rgb(179,230,174)\">\n",
       "-0.17\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,253,185)\">\n",
       "-0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(183,225,171)\">\n",
       "-0.22\n",
       "</td>\n",
       "<td style=\"background-color:rgb(194,208,163)\">\n",
       " 0.34\n",
       "</td>\n",
       "<td style=\"background-color:rgb(165,251,184)\">\n",
       "-0.02\n",
       "</td>\n",
       "<td>\n",
       " 1.00\n",
       "</td>\n",
       "<td style=\"background-color:rgb(180,229,173)\">\n",
       " 0.19\n",
       "</td>\n",
       "</tr>\n",
       "<tr>\n",
       "<th>\n",
       "ll_1221\n",
       "</th>\n",
       "<td style=\"background-color:rgb(205,192,155)\">\n",
       "-0.45\n",
       "</td>\n",
       "<td style=\"background-color:rgb(173,240,179)\">\n",
       " 0.10\n",
       "</td>\n",
       "<td style=\"background-color:rgb(170,243,181)\">\n",
       "-0.08\n",
       "</td>\n",
       "<td style=\"background-color:rgb(209,186,152)\">\n",
       "-0.50\n",
       "</td>\n",
       "<td style=\"background-color:rgb(186,220,169)\">\n",
       " 0.25\n",
       "</td>\n",
       "<td style=\"background-color:rgb(209,186,152)\">\n",
       " 0.50\n",
       "</td>\n",
       "<td style=\"background-color:rgb(191,213,165)\">\n",
       "-0.30\n",
       "</td>\n",
       "<td style=\"background-color:rgb(215,177,148)\">\n",
       " 0.57\n",
       "</td>\n",
       "<td style=\"background-color:rgb(241,139,128)\">\n",
       " 0.85\n",
       "</td>\n",
       "<td style=\"background-color:rgb(239,142,130)\">\n",
       "-0.82\n",
       "</td>\n",
       "<td style=\"background-color:rgb(177,234,176)\">\n",
       " 0.15\n",
       "</td>\n",
       "<td style=\"background-color:rgb(166,250,184)\">\n",
       " 0.03\n",
       "</td>\n",
       "<td style=\"background-color:rgb(178,232,175)\">\n",
       " 0.16\n",
       "</td>\n",
       "<td style=\"background-color:rgb(171,242,180)\">\n",
       " 0.09\n",
       "</td>\n",
       "<td style=\"background-color:rgb(188,218,168)\">\n",
       "-0.27\n",
       "</td>\n",
       "<td style=\"background-color:rgb(167,248,183)\">\n",
       " 0.05\n",
       "</td>\n",
       "<td style=\"background-color:rgb(186,219,169)\">\n",
       "-0.26\n",
       "</td>\n",
       "<td style=\"background-color:rgb(167,249,183)\">\n",
       " 0.04\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,253,185)\">\n",
       " 0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(195,206,162)\">\n",
       " 0.35\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,252,185)\">\n",
       "-0.02\n",
       "</td>\n",
       "<td style=\"background-color:rgb(170,243,180)\">\n",
       " 0.08\n",
       "</td>\n",
       "<td style=\"background-color:rgb(174,238,178)\">\n",
       "-0.12\n",
       "</td>\n",
       "<td style=\"background-color:rgb(165,251,185)\">\n",
       " 0.02\n",
       "</td>\n",
       "<td style=\"background-color:rgb(192,211,165)\">\n",
       "-0.31\n",
       "</td>\n",
       "<td style=\"background-color:rgb(164,253,185)\">\n",
       "-0.01\n",
       "</td>\n",
       "<td style=\"background-color:rgb(197,204,161)\">\n",
       "-0.37\n",
       "</td>\n",
       "<td style=\"background-color:rgb(175,236,177)\">\n",
       " 0.14\n",
       "</td>\n",
       "<td style=\"background-color:rgb(169,246,182)\">\n",
       "-0.06\n",
       "</td>\n",
       "<td style=\"background-color:rgb(180,229,173)\">\n",
       " 0.19\n",
       "</td>\n",
       "<td>\n",
       " 1.00\n",
       "</td>\n",
       "</tr>\n",
       "</table>\n"
      ],
      "text/plain": [
       "-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
       "|              |            W  cgammagamma          cgg        czBox      czgamma          czz      deltacz deltagWlL_11 deltagWlL_22 deltagWlL_33 deltagZeL_11 deltagZeL_22 deltagZeL_33 deltagZdL_11 deltagZdL_22 deltagZdL_33 deltagZdR_11 deltagZdR_22 deltagZdR_33 deltagZeR_11 deltagZeR_22 deltagZeR_33 deltagZuL_11 deltagZuL_22 deltagZuR_11 deltagZuR_22      uphi_33      dphi_33      ephi_22      ephi_33      ll_1221 |\n",
       "-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
       "|            W |        1.000       -0.176        0.173        0.962       -0.524       -0.931        0.604       -0.760       -0.060        0.422       -0.462       -0.128       -0.289       -0.058        0.232       -0.037        0.254       -0.030       -0.009       -0.555       -0.090       -0.238        0.198       -0.037        0.539        0.018        0.761       -0.255        0.126       -0.365       -0.453 |\n",
       "|  cgammagamma |       -0.176        1.000        0.214       -0.223        0.214        0.315       -0.015        0.283       -0.057       -0.103        0.127        0.034        0.074        0.381       -0.476        0.007       -0.038        0.088        0.000        0.142        0.026        0.064       -0.062        0.021       -0.095       -0.006        0.144        0.423        0.023        0.417        0.105 |\n",
       "|          cgg |        0.173        0.214        1.000        0.177       -0.092       -0.166        0.210       -0.142       -0.005        0.075       -0.086       -0.023       -0.052        0.030        0.003       -0.006        0.059        0.003       -0.001       -0.102       -0.016       -0.044        0.045       -0.009        0.132        0.003        0.566       -0.262        0.042       -0.186       -0.079 |\n",
       "|        czBox |        0.962       -0.223        0.177        1.000       -0.537       -0.983        0.627       -0.855       -0.058        0.467       -0.490       -0.131       -0.301       -0.116        0.308       -0.034        0.264       -0.044       -0.005       -0.585       -0.091       -0.247        0.210       -0.042        0.558        0.018        0.775       -0.286        0.126       -0.398       -0.501 |\n",
       "|      czgamma |       -0.524        0.214       -0.092       -0.537        1.000        0.527       -0.501        0.438        0.017       -0.233        0.263        0.071        0.160        0.001       -0.097        0.017       -0.147        0.008        0.002        0.310        0.050        0.133       -0.121        0.025       -0.333       -0.009       -0.505        0.282       -0.085        0.236        0.247 |\n",
       "|          czz |       -0.931        0.315       -0.166       -0.983        0.527        1.000       -0.620        0.876        0.044       -0.468        0.487        0.130        0.298        0.240       -0.447        0.034       -0.251        0.070        0.004        0.580        0.090        0.245       -0.214        0.046       -0.542       -0.018       -0.725        0.333       -0.114        0.437        0.501 |\n",
       "|      deltacz |        0.604       -0.015        0.210        0.627       -0.501       -0.620        1.000       -0.534       -0.026        0.287       -0.310       -0.083       -0.188        0.034        0.088       -0.020        0.191        0.002       -0.002       -0.366       -0.058       -0.156        0.176       -0.042        0.482        0.008        0.700       -0.582        0.147       -0.156       -0.305 |\n",
       "| deltagWlL_11 |       -0.760        0.283       -0.142       -0.855        0.438        0.876       -0.534        1.000        0.045       -0.511        0.401        0.108        0.262        0.232       -0.428        0.038       -0.236        0.068        0.009        0.511        0.068        0.206       -0.189        0.040       -0.474       -0.017       -0.621        0.292       -0.097        0.384        0.566 |\n",
       "| deltagWlL_22 |       -0.060       -0.057       -0.005       -0.058        0.017        0.044       -0.026        0.045        1.000       -0.672       -0.079       -0.031        0.024       -0.047       -0.046        0.031       -0.158        0.004        0.007        0.099       -0.063       -0.034       -0.022       -0.003       -0.077        0.001       -0.051       -0.025       -0.011       -0.020        0.847 |\n",
       "| deltagWlL_33 |        0.422       -0.103        0.075        0.467       -0.233       -0.468        0.287       -0.511       -0.672        1.000       -0.413       -0.128       -0.127       -0.087        0.224        0.033        0.178       -0.034        0.007       -0.154       -0.161       -0.200        0.103       -0.037        0.274        0.010        0.348       -0.130        0.057       -0.179       -0.824 |\n",
       "| deltagZeL_11 |       -0.462        0.127       -0.086       -0.490        0.263        0.487       -0.310        0.401       -0.079       -0.413        1.000       -0.028        0.090        0.080       -0.144       -0.311       -0.074        0.021       -0.318        0.438       -0.007        0.145       -0.099        0.084       -0.255        0.079       -0.375        0.150       -0.060        0.205        0.148 |\n",
       "| deltagZeL_22 |       -0.128        0.034       -0.023       -0.131        0.071        0.130       -0.083        0.108       -0.031       -0.128       -0.028        1.000        0.105        0.018       -0.041        0.083       -0.035        0.006        0.047        0.038        0.905       -0.006       -0.030       -0.013       -0.075       -0.012       -0.100        0.040       -0.016        0.055        0.031 |\n",
       "| deltagZeL_33 |       -0.289        0.074       -0.052       -0.301        0.160        0.298       -0.188        0.262        0.024       -0.127        0.090        0.105        1.000        0.040       -0.108        0.080       -0.102        0.015        0.012        0.190        0.002        0.471       -0.070       -0.006       -0.176       -0.002       -0.230        0.089       -0.037        0.123        0.159 |\n",
       "| deltagZdL_11 |       -0.058        0.381        0.030       -0.116        0.001        0.240        0.034        0.232       -0.047       -0.087        0.080        0.018        0.040        1.000       -0.634       -0.002        0.253        0.084        0.003        0.086        0.017        0.042        0.600       -0.275        0.232        0.040        0.085        0.125        0.037        0.229        0.086 |\n",
       "| deltagZdL_22 |        0.232       -0.476        0.003        0.308       -0.097       -0.447        0.088       -0.428       -0.046        0.224       -0.144       -0.041       -0.108       -0.634        1.000       -0.029        0.383       -0.173       -0.018       -0.209       -0.020       -0.076        0.140        0.055        0.327        0.035        0.036       -0.225       -0.018       -0.322       -0.266 |\n",
       "| deltagZdL_33 |       -0.037        0.007       -0.006       -0.034        0.017        0.034       -0.020        0.038        0.031        0.033       -0.311        0.083        0.080       -0.002       -0.029        1.000       -0.045        0.004        0.884       -0.273        0.024       -0.035       -0.015       -0.095       -0.031       -0.189       -0.025        0.009       -0.004        0.013        0.046 |\n",
       "| deltagZdR_11 |        0.254       -0.038        0.059        0.264       -0.147       -0.251        0.191       -0.236       -0.158        0.178       -0.074       -0.035       -0.102        0.253        0.383       -0.045        1.000       -0.552       -0.026       -0.168        0.003       -0.034        0.482       -0.127        0.698        0.120        0.208       -0.121        0.039       -0.075       -0.255 |\n",
       "| deltagZdR_22 |       -0.030        0.088        0.003       -0.044        0.008        0.070        0.002        0.068        0.004       -0.034        0.021        0.006        0.015        0.084       -0.173        0.004       -0.552        1.000        0.003        0.030        0.003        0.011       -0.066        0.004       -0.196       -0.003        0.009        0.035        0.006        0.056        0.040 |\n",
       "| deltagZdR_33 |       -0.009        0.000       -0.001       -0.005        0.002        0.004       -0.002        0.009        0.007        0.007       -0.318        0.047        0.012        0.003       -0.018        0.884       -0.026        0.003        1.000       -0.326        0.044        0.005        0.006       -0.138       -0.008       -0.151       -0.004        0.001       -0.001        0.001        0.010 |\n",
       "| deltagZeR_11 |       -0.555        0.142       -0.102       -0.585        0.310        0.580       -0.366        0.511        0.099       -0.154        0.438        0.038        0.190        0.086       -0.209       -0.273       -0.168        0.030       -0.326        1.000       -0.005        0.122       -0.127        0.078       -0.330        0.084       -0.447        0.173       -0.072        0.238        0.353 |\n",
       "| deltagZeR_22 |       -0.090        0.026       -0.016       -0.091        0.050        0.090       -0.058        0.068       -0.063       -0.161       -0.007        0.905        0.002        0.017       -0.020        0.024        0.003        0.003        0.044       -0.005        1.000        0.057       -0.015        0.001       -0.041       -0.016       -0.070        0.029       -0.011        0.040       -0.016 |\n",
       "| deltagZeR_33 |       -0.238        0.064       -0.044       -0.247        0.133        0.245       -0.156        0.206       -0.034       -0.200        0.145       -0.006        0.471        0.042       -0.076       -0.035       -0.034        0.011        0.005        0.122        0.057        1.000       -0.046        0.023       -0.126       -0.011       -0.189        0.075       -0.030        0.103        0.081 |\n",
       "| deltagZuL_11 |        0.198       -0.062        0.045        0.210       -0.121       -0.214        0.176       -0.189       -0.022        0.103       -0.099       -0.030       -0.070        0.600        0.140       -0.015        0.482       -0.066        0.006       -0.127       -0.015       -0.046        1.000       -0.448        0.624        0.064        0.168       -0.107        0.029       -0.082       -0.119 |\n",
       "| deltagZuL_22 |       -0.037        0.021       -0.009       -0.042        0.025        0.046       -0.042        0.040       -0.003       -0.037        0.084       -0.013       -0.006       -0.275        0.055       -0.095       -0.127        0.004       -0.138        0.078        0.001        0.023       -0.448        1.000       -0.219        0.213       -0.032        0.029       -0.006        0.020        0.019 |\n",
       "| deltagZuR_11 |        0.539       -0.095        0.132        0.558       -0.333       -0.542        0.482       -0.474       -0.077        0.274       -0.255       -0.075       -0.176        0.232        0.327       -0.031        0.698       -0.196       -0.008       -0.330       -0.041       -0.126        0.624       -0.219        1.000        0.056        0.473       -0.282        0.088       -0.174       -0.315 |\n",
       "| deltagZuR_22 |        0.018       -0.006        0.003        0.018       -0.009       -0.018        0.008       -0.017        0.001        0.010        0.079       -0.012       -0.002        0.040        0.035       -0.189        0.120       -0.003       -0.151        0.084       -0.016       -0.011        0.064        0.213        0.056        1.000        0.012       -0.005        0.002       -0.008       -0.008 |\n",
       "|      uphi_33 |        0.761        0.144        0.566        0.775       -0.505       -0.725        0.700       -0.621       -0.051        0.348       -0.375       -0.100       -0.230        0.085        0.036       -0.025        0.208        0.009       -0.004       -0.447       -0.070       -0.189        0.168       -0.032        0.473        0.012        1.000       -0.156        0.131       -0.217       -0.371 |\n",
       "|      dphi_33 |       -0.255        0.423       -0.262       -0.286        0.282        0.333       -0.582        0.292       -0.025       -0.130        0.150        0.040        0.089        0.125       -0.225        0.009       -0.121        0.035        0.001        0.173        0.029        0.075       -0.107        0.029       -0.282       -0.005       -0.156        1.000       -0.066        0.336        0.135 |\n",
       "|      ephi_22 |        0.126        0.023        0.042        0.126       -0.085       -0.114        0.147       -0.097       -0.011        0.057       -0.060       -0.016       -0.037        0.037       -0.018       -0.004        0.039        0.006       -0.001       -0.072       -0.011       -0.030        0.029       -0.006        0.088        0.002        0.131       -0.066        1.000       -0.023       -0.061 |\n",
       "|      ephi_33 |       -0.365        0.417       -0.186       -0.398        0.236        0.437       -0.156        0.384       -0.020       -0.179        0.205        0.055        0.123        0.229       -0.322        0.013       -0.075        0.056        0.001        0.238        0.040        0.103       -0.082        0.020       -0.174       -0.008       -0.217        0.336       -0.023        1.000        0.187 |\n",
       "|      ll_1221 |       -0.453        0.105       -0.079       -0.501        0.247        0.501       -0.305        0.566        0.847       -0.824        0.148        0.031        0.159        0.086       -0.266        0.046       -0.255        0.040        0.010        0.353       -0.016        0.081       -0.119        0.019       -0.315       -0.008       -0.371        0.135       -0.061        0.187        1.000 |\n",
       "-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "m.matrix(correlation=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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