Table_v2_Mn03.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import xlsxwriter\n",
    "from openpyxl import load_workbook\n",
    "from math import log10, floor\n",
    "import sys\n",
    "sys._enablelegacywindowsfsencoding()\n",
    "\n",
    "\n",
    "def round_to_1(x):\n",
    "    return round(x, -int(floor(log10(x))))\n",
    "def round_to_reference(x, y):\n",
    "    return round(x, -int(floor(log10(y))))\n",
    "\n",
    "eps = 'ε'\n",
    "Q = 'Q'\n",
    "G = 'Γ'\n",
    "I = 'I'\n",
    "delta = 'δ'\n",
    "tetta = 'θ'\n",
    "phi = 'φ'\n",
    "H = 'Hn'\n",
    "Hmax = 'Hnmax'\n",
    "\n",
    "def get_ready_data(name):\n",
    "    data = pd.read_csv(name, header=0, sep=\";\")\n",
    "    data = data.drop(data.columns[2:22], axis=1)\n",
    "    return data\n",
    "\n",
    "\n",
    "\n",
    "def find_param(param, print_info = 0):\n",
    "    param_value = []\n",
    "    param_error = []\n",
    "    param_total = []\n",
    "    param_model = []\n",
    "    i=0\n",
    "    for column in data.columns:\n",
    "        if (param in column and not('Δ' in column) and (not('†' in column))):\n",
    "            #print data[column]\n",
    "                param_value.append(data[column][0])\n",
    "                param_model.append(column)\n",
    "        if ('Δ'+param in column):\n",
    "            #if ('Δ' in column) and (not('†' in column)):\n",
    "            if (data[column][0] < 0.015) and (data[column][0] != 0):\n",
    "                param_error.append(0.01)\n",
    "            elif data[column][0] == 0:\n",
    "                param_error.append(0.0000001)\n",
    "            else:\n",
    "                param_error.append(data[column][0])\n",
    "        if ('†Δ'+param in column):\n",
    "            #if ('Δ' in column) and (not('†' in column)):\n",
    "            if (data[column][0] < 0.015) and (data[column][0] != 0):\n",
    "                param_error[-1]=(0.01)\n",
    "            elif data[column][0] == 0:\n",
    "                param_error[-1]=(0.0000001)\n",
    "            else:\n",
    "                param_error[-1]=(data[column][0])\n",
    "\n",
    "    error_r = list(map(round_to_1, param_error))\n",
    "    param_r = list(map(round_to_reference, param_value, error_r))\n",
    "\n",
    "    \n",
    "    for i in range(0, len(param_r)):\n",
    "        if (error_r[i] < 0.000001):\n",
    "            param_r[i] = round(param_r[i], 1)\n",
    "            param_total.append(str(param_r[i]))\n",
    "        else:\n",
    "            param_total.append(str(param_r[i])+'±'+str(error_r[i]))\n",
    "            \n",
    "        \n",
    "    if print_info == 1:\n",
    "        print (len(param_total), len(param_total)-len(param_model), param_total)\n",
    "        print (param_model)\n",
    "    if not param_total:\n",
    "        param_total = [' ', ' ', ' ']\n",
    "        return param_total\n",
    "    else:\n",
    "        return param_total\n",
    "\n",
    "import os\n",
    "\n",
    "#files = []\n",
    "#for i in os.listdir(\".\"):\n",
    "#    if i.endswith('.csv'):\n",
    "#        files.append(open(i))\n",
    "        \n",
    "#files_spc = []\n",
    "#for i in os.listdir(\".\"):\n",
    "#    if i.endswith('.spc'):\n",
    "#        files_spc.append(open(i))\n",
    "\n",
    "path = r'C:/Users/nikvo/Google Drive/VostrovMossb/2018_article/Combined RT+He/relax/'\n",
    "path2 = r'C:/Users/Сергей/Google Диск/VostrovMossb/2018_article/Combined RT+He/relax/'\n",
    "path = path2\n",
    "\n",
    "def folder(str1):\n",
    "    files = []\n",
    "    for i in os.listdir(path+'01 and 03/'+str1):\n",
    "        if i.endswith('.csv'):\n",
    "            files.append(open(path+'01 and 03/'+str1+i))\n",
    "        \n",
    "    files_spc = []\n",
    "    for i in os.listdir(path+'01 and 03/'+str1):\n",
    "        if i.endswith('.spc'):\n",
    "            files_spc.append(open(path+'01 and 03/'+str1+i))\n",
    "    return files, files_spc\n",
    "\n",
    "\n",
    "def find_name(str_n, f_array):\n",
    "    for f in f_array:\n",
    "        if str_n in f.name:\n",
    "            return f.name\n",
    "#print(data.T.to_string())\n",
    "\n",
    "def give_links(table, n, path, f_spc_array):\n",
    "    for f in f_spc_array:\n",
    "        if n[0:5] in f.name:\n",
    "            table.loc[charge, '4Fe3+']['data', 'link'] = 'file:///'+path+f.name\n",
    "            print (path+f.name)\n",
    " \n",
    "    table.loc[charge, 'MFe3+']['data', 'link'] = 'file:///'+path+n[0:-3]+'mdl'\n",
    "    table.loc[charge, '4Fe2+']['data', 'link'] = 'file:///'+path+n[0:-3]+'html'\n",
    "    table.loc[charge, '4Fe3+']['data', 'data'] = 'spc'\n",
    "    table.loc[charge, 'MFe3+']['data', 'data'] = 'mdl'\n",
    "    table.loc[charge, '4Fe2+']['data', 'data'] = 'html'\n",
    "    \n",
    "def give_links_zn(table, n, path, f_spc_array):\n",
    "    for f in f_spc_array:\n",
    "        if n[0:5] in f.name:\n",
    "            table.loc[charge, '4Fe3+']['data', 'link'] = path+f.name\n",
    " \n",
    "    table.loc[charge, 'RelaxFe3+']['data', 'link'] = path+n[0:-3]+'mdl'\n",
    "    table.loc[charge, '4Fe2+']['data', 'link'] = path+n[0:-3]+'html'\n",
    "    table.loc[charge, '4Fe3+']['data', 'data'] = 'spc'\n",
    "    table.loc[charge, 'RelaxFe3+']['data', 'data'] = 'mdl'\n",
    "    table.loc[charge, '4Fe2+']['data', 'data'] = 'html'\n",
    "    \n",
    "#n = find_name('Co0.2_IN', files)\n",
    "\n",
    "#file:///\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "C:/Users/Сергей/Google Диск/VostrovMossb/2018_article/Combined RT+He/relax/C:/Users/Сергей/Google Диск/VostrovMossb/2018_article/Combined RT+He/relax/01 and 03/mn03t1/15036+15046_1024.spc\n"
     ]
    },
    {
     "data": {
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       "    .dataframe tbody tr th:only-of-type {\n",
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       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead tr th {\n",
       "        text-align: left;\n",
       "    }\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th colspan=\"7\" halign=\"left\">He</th>\n",
       "      <th colspan=\"5\" halign=\"left\">RT</th>\n",
       "      <th colspan=\"2\" halign=\"left\">data</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>I</th>\n",
       "      <th>δ</th>\n",
       "      <th>e^2qQ</th>\n",
       "      <th>Hn</th>\n",
       "      <th>θ</th>\n",
       "      <th>φ</th>\n",
       "      <th>Γ</th>\n",
       "      <th>I</th>\n",
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       "      <th>Γ</th>\n",
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       "      <th>data</th>\n",
       "      <th>link</th>\n",
       "    </tr>\n",
       "  </thead>\n",
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       "      <th rowspan=\"6\" valign=\"top\">t1</th>\n",
       "      <th>4Fe3+</th>\n",
       "      <td>0.0</td>\n",
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       "      <td>-2.7</td>\n",
       "      <td>500.0</td>\n",
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       "      <td>0.0</td>\n",
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       "      <td>spc</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MFe3+</th>\n",
       "      <td>24.5±0.6</td>\n",
       "      <td>0.56±0.01</td>\n",
       "      <td>-1.76±0.01</td>\n",
       "      <td>529.0±2.0</td>\n",
       "      <td>53.0±0.2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.42±0.01</td>\n",
       "      <td>22.4±0.2</td>\n",
       "      <td>0.45±0.01</td>\n",
       "      <td>0.51±0.01</td>\n",
       "      <td>0.42±0.01</td>\n",
       "      <td></td>\n",
       "      <td>mdl</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4Fe2+</th>\n",
       "      <td>67.2±0.01</td>\n",
       "      <td>1.36±0.01</td>\n",
       "      <td>5.59±0.01</td>\n",
       "      <td>123.3±0.1</td>\n",
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       "      <td>69.0±0.5</td>\n",
       "      <td>1.22±0.01</td>\n",
       "      <td>1.48±0.01</td>\n",
       "      <td>0.26±0.01</td>\n",
       "      <td></td>\n",
       "      <td>html</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>.</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>ε</td>\n",
       "      <td></td>\n",
       "      <td>ln(R)</td>\n",
       "      <td>α</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
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       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>RelaxFe2+</th>\n",
       "      <td>8.3±0.5</td>\n",
       "      <td>1.4</td>\n",
       "      <td>1.74±0.04</td>\n",
       "      <td>80.21±0.02</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.7±0.1</td>\n",
       "      <td>0.8</td>\n",
       "      <td>8.5±0.5</td>\n",
       "      <td>1.33±0.01</td>\n",
       "      <td>1.06±0.02</td>\n",
       "      <td>0.62±0.03</td>\n",
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       "      <th>4Fe3+</th>\n",
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       "      <th>RelaxFe2+</th>\n",
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       "      <td></td>\n",
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       "      <td></td>\n",
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       "      <td></td>\n",
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       "      <th>4Fe3+</th>\n",
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       "      <td></td>\n",
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       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MFe3+</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4Fe2+</th>\n",
       "      <td></td>\n",
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       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>.</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
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       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>RelaxFe2+</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>..</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">t5</th>\n",
       "      <th>4Fe3+</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MFe3+</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4Fe2+</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>.</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>RelaxFe2+</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>..</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                     He                                                        \\\n",
       "                      I          δ       e^2qQ          Hn         θ        φ   \n",
       "t1 4Fe3+            0.0        0.1        -2.7       500.0      33.0     90.0   \n",
       "   MFe3+       24.5±0.6  0.56±0.01  -1.76±0.01   529.0±2.0  53.0±0.2      0.0   \n",
       "   4Fe2+      67.2±0.01  1.36±0.01   5.59±0.01   123.3±0.1       0.0      0.0   \n",
       "   .                                         ε                 ln(R)        α   \n",
       "   RelaxFe2+    8.3±0.5        1.4   1.74±0.04  80.21±0.02       0.0  0.7±0.1   \n",
       "   ..                                                                           \n",
       "t2 4Fe3+                                                                        \n",
       "   MFe3+                                                                        \n",
       "   4Fe2+                                                                        \n",
       "   .                                                                            \n",
       "   RelaxFe2+                                                                    \n",
       "   ..                                                                           \n",
       "t3 4Fe3+                                                                        \n",
       "   MFe3+                                                                        \n",
       "   4Fe2+                                                                        \n",
       "   .                                                                            \n",
       "   RelaxFe2+                                                                    \n",
       "   ..                                                                           \n",
       "t4 4Fe3+                                                                        \n",
       "   MFe3+                                                                        \n",
       "   4Fe2+                                                                        \n",
       "   .                                                                            \n",
       "   RelaxFe2+                                                                    \n",
       "   ..                                                                           \n",
       "t5 4Fe3+                                                                        \n",
       "   MFe3+                                                                        \n",
       "   4Fe2+                                                                        \n",
       "   .                                                                            \n",
       "   RelaxFe2+                                                                    \n",
       "   ..                                                                           \n",
       "\n",
       "                                                   RT                        \\\n",
       "                                          Γ         I          δ          ε   \n",
       "t1 4Fe3+                                0.0       0.0        0.4        0.8   \n",
       "   MFe3+                          0.42±0.01  22.4±0.2  0.45±0.01  0.51±0.01   \n",
       "   4Fe2+      0.46±0.01 0.36±0.01 0.33±0.01  69.0±0.5  1.22±0.01  1.48±0.01   \n",
       "   .                                                                          \n",
       "   RelaxFe2+                            0.8   8.5±0.5  1.33±0.01  1.06±0.02   \n",
       "   ..                                                                         \n",
       "t2 4Fe3+                                                                      \n",
       "   MFe3+                                                                      \n",
       "   4Fe2+                                                                      \n",
       "   .                                                                          \n",
       "   RelaxFe2+                                                                  \n",
       "   ..                                                                         \n",
       "t3 4Fe3+                                                                      \n",
       "   MFe3+                                                                      \n",
       "   4Fe2+                                                                      \n",
       "   .                                                                          \n",
       "   RelaxFe2+                                                                  \n",
       "   ..                                                                         \n",
       "t4 4Fe3+                                                                      \n",
       "   MFe3+                                                                      \n",
       "   4Fe2+                                                                      \n",
       "   .                                                                          \n",
       "   RelaxFe2+                                                                  \n",
       "   ..                                                                         \n",
       "t5 4Fe3+                                                                      \n",
       "   MFe3+                                                                      \n",
       "   4Fe2+                                                                      \n",
       "   .                                                                          \n",
       "   RelaxFe2+                                                                  \n",
       "   ..                                                                         \n",
       "\n",
       "                            data  \\\n",
       "                      Γ  Q  data   \n",
       "t1 4Fe3+            0.0      spc   \n",
       "   MFe3+      0.42±0.01      mdl   \n",
       "   4Fe2+      0.26±0.01     html   \n",
       "   .                               \n",
       "   RelaxFe2+  0.62±0.03            \n",
       "   ..                              \n",
       "t2 4Fe3+                           \n",
       "   MFe3+                           \n",
       "   4Fe2+                           \n",
       "   .                               \n",
       "   RelaxFe2+                       \n",
       "   ..                              \n",
       "t3 4Fe3+                           \n",
       "   MFe3+                           \n",
       "   4Fe2+                           \n",
       "   .                               \n",
       "   RelaxFe2+                       \n",
       "   ..                              \n",
       "t4 4Fe3+                           \n",
       "   MFe3+                           \n",
       "   4Fe2+                           \n",
       "   .                               \n",
       "   RelaxFe2+                       \n",
       "   ..                              \n",
       "t5 4Fe3+                           \n",
       "   MFe3+                           \n",
       "   4Fe2+                           \n",
       "   .                               \n",
       "   RelaxFe2+                       \n",
       "   ..                              \n",
       "\n",
       "                                                                 \n",
       "                                                           link  \n",
       "t1 4Fe3+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   MFe3+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   4Fe2+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   .                                                             \n",
       "   RelaxFe2+                                                     \n",
       "   ..                                                            \n",
       "t2 4Fe3+                                                         \n",
       "   MFe3+                                                         \n",
       "   4Fe2+                                                         \n",
       "   .                                                             \n",
       "   RelaxFe2+                                                     \n",
       "   ..                                                            \n",
       "t3 4Fe3+                                                         \n",
       "   MFe3+                                                         \n",
       "   4Fe2+                                                         \n",
       "   .                                                             \n",
       "   RelaxFe2+                                                     \n",
       "   ..                                                            \n",
       "t4 4Fe3+                                                         \n",
       "   MFe3+                                                         \n",
       "   4Fe2+                                                         \n",
       "   .                                                             \n",
       "   RelaxFe2+                                                     \n",
       "   ..                                                            \n",
       "t5 4Fe3+                                                         \n",
       "   MFe3+                                                         \n",
       "   4Fe2+                                                         \n",
       "   .                                                             \n",
       "   RelaxFe2+                                                     \n",
       "   ..                                                            "
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "table = pd.DataFrame(columns = ['Intensity', delta, eps, ])\n",
    "oney = ['He', 'He', 'He', 'He', 'He', 'He', 'He', 'RT', 'RT', 'RT', 'RT', 'RT', 'data', 'data']\n",
    "twoy = [I, delta, 'e^2qQ', H, tetta, phi, G, I, delta, eps, G, Q, 'data', 'link']\n",
    "spectra = ['t1', 't2', 't3', 't4', 't5']\n",
    "partial_sp = ['4Fe3+', 'MFe3+', '4Fe2+', '.', \"RelaxFe2+\", '..']\n",
    "onex = []\n",
    "twox = []\n",
    "for i in range(0, len(spectra)):\n",
    "    twox.append(partial_sp)\n",
    "    for j in range(0, len(partial_sp)):\n",
    "        onex.append(spectra[i])\n",
    "twox = [j for sub in twox for j in sub]\n",
    "arraysy = [oney, twoy]\n",
    "arraysx = [onex, twox]\n",
    "table = pd.DataFrame(columns=arraysy, index = arraysx).fillna(' ')\n",
    "charge = spectra[0]\n",
    " \n",
    "files, files_spc = folder('mn03t1/')\n",
    "n = find_name('15036+15046', files)\n",
    "data = get_ready_data(n)\n",
    "give_links(table, n, path, files_spc)  \n",
    "\n",
    "\n",
    "table.loc[charge, '.']['He', tetta] = 'ln(R)'\n",
    "table.loc[charge, '.']['He', phi] = 'α'\n",
    "table.loc[charge, '.']['He', 'e^2qQ'] = eps\n",
    "\n",
    "    \n",
    "table.loc[charge, '4Fe3+']['He', 'I'] = find_param('I1')[1]\n",
    "table.loc[charge, 'MFe3+']['He', 'I'] = find_param('I2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', 'I'] = find_param('I3')[1]\n",
    "table.loc[charge, 'RelaxFe2+']['He', 'I'] = find_param('I4')[0]\n",
    "    \n",
    "table.loc[charge, '4Fe3+']['He', delta] = find_param(delta+' / 1')[0]\n",
    "table.loc[charge, 'MFe3+']['He', delta] = find_param(delta+' / 2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', delta] = find_param(delta+' / 3')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['He', delta] = find_param(delta+' / 4')[0]\n",
    "   \n",
    "table.loc[charge, '4Fe3+']['He', 'e^2qQ'] = find_param(Q+' / 1')[0]\n",
    "table.loc[charge, 'MFe3+']['He', 'e^2qQ'] = find_param(Q+' / 2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', 'e^2qQ'] = find_param(Q+' / 3')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['He', 'e^2qQ'] = find_param(eps)[0]\n",
    "    \n",
    "table.loc[charge, '4Fe3+']['He', H] = find_param(H+' / 1')[0]\n",
    "table.loc[charge, 'MFe3+']['He', H] = find_param(Hmax+' / 2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', H] = find_param(H+' / 3')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['He', H] = find_param('H / 4')[0]\n",
    "    \n",
    "table.loc[charge, '4Fe3+']['He', tetta] = find_param(tetta+' / 1')[0]\n",
    "table.loc[charge, 'MFe3+']['He', tetta] = find_param(tetta+'max / 2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', tetta] = find_param(tetta+' / 3')[0]\n",
    "\n",
    "table.loc[charge, '4Fe3+']['He', phi] = find_param(phi+' / 1')[0]\n",
    "table.loc[charge, 'MFe3+']['He', phi] = find_param(phi+'max / 2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', phi] = find_param(phi+' / 3')[0]\n",
    "   \n",
    "table.loc[charge, '4Fe3+']['He', G] = find_param(G+' / 1')[0]    \n",
    "table.loc[charge, 'MFe3+']['He', G] = find_param(G+' / 2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', G] = find_param('Γ₁ / 3 /')[0]+' '+find_param('Γ₂ / 3')[0]+' '+find_param('Γ₃ / 3')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['He', G] = find_param(G+' / 4')[0]\n",
    "\n",
    "table.loc[charge, 'RelaxFe2+']['He', tetta] = find_param('ln(R)')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['He', phi] = find_param('α')[3]\n",
    "table.loc[charge, 'RelaxFe2+']['He', 'e^2qQ'] = find_param(eps)[0]\n",
    "\n",
    "\n",
    "\n",
    "table.loc[charge, '4Fe3+']['RT', 'I'] = find_param('I5')[0]\n",
    "table.loc[charge, 'MFe3+']['RT', 'I'] = find_param('I6')[0]\n",
    "table.loc[charge, '4Fe2+']['RT', 'I'] = find_param('I7')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['RT', 'I'] = find_param('I8')[0]\n",
    "\n",
    "table.loc[charge, '4Fe3+']['RT', delta] = find_param('delta5')[0]\n",
    "table.loc[charge, 'MFe3+']['RT', delta] = find_param('delta6')[0]\n",
    "table.loc[charge, '4Fe2+']['RT', delta] = find_param('delta7')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['RT', delta] = find_param('delta8')[0]\n",
    "\n",
    "table.loc[charge, '4Fe3+']['RT', eps] = find_param('eps5')[0]\n",
    "table.loc[charge, 'MFe3+']['RT', eps] = find_param('eps6')[0]\n",
    "table.loc[charge, '4Fe2+']['RT', eps] = find_param('eps7')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['RT', eps] = find_param('eps8')[0]\n",
    "\n",
    "table.loc[charge, '4Fe3+']['RT', G] = find_param('Г5')[0]\n",
    "table.loc[charge, 'MFe3+']['RT', G] = find_param('Г6')[0]\n",
    "table.loc[charge, '4Fe2+']['RT', G] = find_param('Г7')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['RT', G] = find_param('Г8')[0]\n",
    "\n",
    "\n",
    "\n",
    "table\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "C:/Users/Сергей/Google Диск/VostrovMossb/2018_article/Combined RT+He/relax/C:/Users/Сергей/Google Диск/VostrovMossb/2018_article/Combined RT+He/relax/01 and 03/mn03t2/15048+15059_1024.spc\n"
     ]
    },
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th colspan=\"7\" halign=\"left\">He</th>\n",
       "      <th colspan=\"5\" halign=\"left\">RT</th>\n",
       "      <th colspan=\"2\" halign=\"left\">data</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>I</th>\n",
       "      <th>δ</th>\n",
       "      <th>e^2qQ</th>\n",
       "      <th>Hn</th>\n",
       "      <th>θ</th>\n",
       "      <th>φ</th>\n",
       "      <th>Γ</th>\n",
       "      <th>I</th>\n",
       "      <th>δ</th>\n",
       "      <th>ε</th>\n",
       "      <th>Γ</th>\n",
       "      <th>Q</th>\n",
       "      <th>data</th>\n",
       "      <th>link</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">t1</th>\n",
       "      <th>4Fe3+</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>-2.7</td>\n",
       "      <td>500.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>90.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.8</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>spc</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MFe3+</th>\n",
       "      <td>24.5±0.6</td>\n",
       "      <td>0.56±0.01</td>\n",
       "      <td>-1.76±0.01</td>\n",
       "      <td>529.0±2.0</td>\n",
       "      <td>53.0±0.2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.42±0.01</td>\n",
       "      <td>22.4±0.2</td>\n",
       "      <td>0.45±0.01</td>\n",
       "      <td>0.51±0.01</td>\n",
       "      <td>0.42±0.01</td>\n",
       "      <td></td>\n",
       "      <td>mdl</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4Fe2+</th>\n",
       "      <td>67.2±0.01</td>\n",
       "      <td>1.36±0.01</td>\n",
       "      <td>5.59±0.01</td>\n",
       "      <td>123.3±0.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.46±0.01 0.36±0.01 0.33±0.01</td>\n",
       "      <td>69.0±0.5</td>\n",
       "      <td>1.22±0.01</td>\n",
       "      <td>1.48±0.01</td>\n",
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       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>.</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>ε</td>\n",
       "      <td></td>\n",
       "      <td>ln(R)</td>\n",
       "      <td>α</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>RelaxFe2+</th>\n",
       "      <td>8.3±0.5</td>\n",
       "      <td>1.4</td>\n",
       "      <td>1.74±0.04</td>\n",
       "      <td>80.21±0.02</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.7±0.1</td>\n",
       "      <td>0.8</td>\n",
       "      <td>8.5±0.5</td>\n",
       "      <td>1.33±0.01</td>\n",
       "      <td>1.06±0.02</td>\n",
       "      <td>0.62±0.03</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>..</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">t2</th>\n",
       "      <th>4Fe3+</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>-2.7</td>\n",
       "      <td>500.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>90.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.8</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>spc</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MFe3+</th>\n",
       "      <td>58.7±0.4</td>\n",
       "      <td>0.56±0.01</td>\n",
       "      <td>-1.92±0.01</td>\n",
       "      <td>526.0±1.0</td>\n",
       "      <td>60.81±0.08</td>\n",
       "      <td>0.0±0.01</td>\n",
       "      <td>0.42±0.01</td>\n",
       "      <td>57.7±0.3</td>\n",
       "      <td>0.45±0.01</td>\n",
       "      <td>0.55±0.01</td>\n",
       "      <td>0.42±0.01</td>\n",
       "      <td></td>\n",
       "      <td>mdl</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4Fe2+</th>\n",
       "      <td>25.22±0.01</td>\n",
       "      <td>1.36±0.01</td>\n",
       "      <td>5.55±0.03</td>\n",
       "      <td>117.1±0.8</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.78±0.04 0.58±0.03 0.4±0.02</td>\n",
       "      <td>25.8±0.5</td>\n",
       "      <td>1.21±0.01</td>\n",
       "      <td>1.47±0.01</td>\n",
       "      <td>0.26±0.01</td>\n",
       "      <td></td>\n",
       "      <td>html</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>.</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>ε</td>\n",
       "      <td></td>\n",
       "      <td>ln(R)</td>\n",
       "      <td>α</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>RelaxFe2+</th>\n",
       "      <td>16.1±0.5</td>\n",
       "      <td>1.4</td>\n",
       "      <td>1.68±0.02</td>\n",
       "      <td>82.9±0.03</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.33±0.06</td>\n",
       "      <td>0.8</td>\n",
       "      <td>16.4±0.6</td>\n",
       "      <td>1.29±0.01</td>\n",
       "      <td>1.08±0.01</td>\n",
       "      <td>0.64±0.02</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>..</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">t3</th>\n",
       "      <th>4Fe3+</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MFe3+</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4Fe2+</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>.</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>RelaxFe2+</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>..</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">t4</th>\n",
       "      <th>4Fe3+</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MFe3+</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4Fe2+</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>.</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>RelaxFe2+</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>..</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">t5</th>\n",
       "      <th>4Fe3+</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MFe3+</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4Fe2+</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>.</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>RelaxFe2+</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>..</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                      He                                                 \\\n",
       "                       I          δ       e^2qQ          Hn           θ   \n",
       "t1 4Fe3+             0.0        0.1        -2.7       500.0        33.0   \n",
       "   MFe3+        24.5±0.6  0.56±0.01  -1.76±0.01   529.0±2.0    53.0±0.2   \n",
       "   4Fe2+       67.2±0.01  1.36±0.01   5.59±0.01   123.3±0.1         0.0   \n",
       "   .                                          ε                   ln(R)   \n",
       "   RelaxFe2+     8.3±0.5        1.4   1.74±0.04  80.21±0.02         0.0   \n",
       "   ..                                                                     \n",
       "t2 4Fe3+             0.0        0.1        -2.7       500.0        33.0   \n",
       "   MFe3+        58.7±0.4  0.56±0.01  -1.92±0.01   526.0±1.0  60.81±0.08   \n",
       "   4Fe2+      25.22±0.01  1.36±0.01   5.55±0.03   117.1±0.8         0.0   \n",
       "   .                                          ε                   ln(R)   \n",
       "   RelaxFe2+    16.1±0.5        1.4   1.68±0.02   82.9±0.03         0.0   \n",
       "   ..                                                                     \n",
       "t3 4Fe3+                                                                  \n",
       "   MFe3+                                                                  \n",
       "   4Fe2+                                                                  \n",
       "   .                                                                      \n",
       "   RelaxFe2+                                                              \n",
       "   ..                                                                     \n",
       "t4 4Fe3+                                                                  \n",
       "   MFe3+                                                                  \n",
       "   4Fe2+                                                                  \n",
       "   .                                                                      \n",
       "   RelaxFe2+                                                              \n",
       "   ..                                                                     \n",
       "t5 4Fe3+                                                                  \n",
       "   MFe3+                                                                  \n",
       "   4Fe2+                                                                  \n",
       "   .                                                                      \n",
       "   RelaxFe2+                                                              \n",
       "   ..                                                                     \n",
       "\n",
       "                                                              RT             \\\n",
       "                      φ                              Γ         I          δ   \n",
       "t1 4Fe3+           90.0                            0.0       0.0        0.4   \n",
       "   MFe3+            0.0                      0.42±0.01  22.4±0.2  0.45±0.01   \n",
       "   4Fe2+            0.0  0.46±0.01 0.36±0.01 0.33±0.01  69.0±0.5  1.22±0.01   \n",
       "   .                  α                                                       \n",
       "   RelaxFe2+    0.7±0.1                            0.8   8.5±0.5  1.33±0.01   \n",
       "   ..                                                                         \n",
       "t2 4Fe3+           90.0                            0.0       0.0        0.4   \n",
       "   MFe3+       0.0±0.01                      0.42±0.01  57.7±0.3  0.45±0.01   \n",
       "   4Fe2+            0.0   0.78±0.04 0.58±0.03 0.4±0.02  25.8±0.5  1.21±0.01   \n",
       "   .                  α                                                       \n",
       "   RelaxFe2+  0.33±0.06                            0.8  16.4±0.6  1.29±0.01   \n",
       "   ..                                                                         \n",
       "t3 4Fe3+                                                                      \n",
       "   MFe3+                                                                      \n",
       "   4Fe2+                                                                      \n",
       "   .                                                                          \n",
       "   RelaxFe2+                                                                  \n",
       "   ..                                                                         \n",
       "t4 4Fe3+                                                                      \n",
       "   MFe3+                                                                      \n",
       "   4Fe2+                                                                      \n",
       "   .                                                                          \n",
       "   RelaxFe2+                                                                  \n",
       "   ..                                                                         \n",
       "t5 4Fe3+                                                                      \n",
       "   MFe3+                                                                      \n",
       "   4Fe2+                                                                      \n",
       "   .                                                                          \n",
       "   RelaxFe2+                                                                  \n",
       "   ..                                                                         \n",
       "\n",
       "                                       data  \\\n",
       "                      ε          Γ  Q  data   \n",
       "t1 4Fe3+            0.8        0.0      spc   \n",
       "   MFe3+      0.51±0.01  0.42±0.01      mdl   \n",
       "   4Fe2+      1.48±0.01  0.26±0.01     html   \n",
       "   .                                          \n",
       "   RelaxFe2+  1.06±0.02  0.62±0.03            \n",
       "   ..                                         \n",
       "t2 4Fe3+            0.8        0.0      spc   \n",
       "   MFe3+      0.55±0.01  0.42±0.01      mdl   \n",
       "   4Fe2+      1.47±0.01  0.26±0.01     html   \n",
       "   .                                          \n",
       "   RelaxFe2+  1.08±0.01  0.64±0.02            \n",
       "   ..                                         \n",
       "t3 4Fe3+                                      \n",
       "   MFe3+                                      \n",
       "   4Fe2+                                      \n",
       "   .                                          \n",
       "   RelaxFe2+                                  \n",
       "   ..                                         \n",
       "t4 4Fe3+                                      \n",
       "   MFe3+                                      \n",
       "   4Fe2+                                      \n",
       "   .                                          \n",
       "   RelaxFe2+                                  \n",
       "   ..                                         \n",
       "t5 4Fe3+                                      \n",
       "   MFe3+                                      \n",
       "   4Fe2+                                      \n",
       "   .                                          \n",
       "   RelaxFe2+                                  \n",
       "   ..                                         \n",
       "\n",
       "                                                                 \n",
       "                                                           link  \n",
       "t1 4Fe3+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   MFe3+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   4Fe2+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   .                                                             \n",
       "   RelaxFe2+                                                     \n",
       "   ..                                                            \n",
       "t2 4Fe3+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   MFe3+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   4Fe2+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   .                                                             \n",
       "   RelaxFe2+                                                     \n",
       "   ..                                                            \n",
       "t3 4Fe3+                                                         \n",
       "   MFe3+                                                         \n",
       "   4Fe2+                                                         \n",
       "   .                                                             \n",
       "   RelaxFe2+                                                     \n",
       "   ..                                                            \n",
       "t4 4Fe3+                                                         \n",
       "   MFe3+                                                         \n",
       "   4Fe2+                                                         \n",
       "   .                                                             \n",
       "   RelaxFe2+                                                     \n",
       "   ..                                                            \n",
       "t5 4Fe3+                                                         \n",
       "   MFe3+                                                         \n",
       "   4Fe2+                                                         \n",
       "   .                                                             \n",
       "   RelaxFe2+                                                     \n",
       "   ..                                                            "
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "  \n",
    "charge = spectra[1]\n",
    "files, files_spc = folder('mn03t2/')    \n",
    "n = find_name('15048+15059', files)\n",
    "data = get_ready_data(n)\n",
    "give_links(table, n, path, files_spc)  \n",
    "\n",
    "\n",
    "table.loc[charge, '.']['He', tetta] = 'ln(R)'\n",
    "table.loc[charge, '.']['He', phi] = 'α'\n",
    "table.loc[charge, '.']['He', 'e^2qQ'] = eps\n",
    "\n",
    "    \n",
    "table.loc[charge, '4Fe3+']['He', 'I'] = find_param('I1')[1]\n",
    "table.loc[charge, 'MFe3+']['He', 'I'] = find_param('I2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', 'I'] = find_param('I3')[1]\n",
    "table.loc[charge, 'RelaxFe2+']['He', 'I'] = find_param('I4')[0]\n",
    "    \n",
    "table.loc[charge, '4Fe3+']['He', delta] = find_param(delta+' / 1')[0]\n",
    "table.loc[charge, 'MFe3+']['He', delta] = find_param(delta+' / 2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', delta] = find_param(delta+' / 3')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['He', delta] = find_param(delta+' / 4')[0]\n",
    "   \n",
    "table.loc[charge, '4Fe3+']['He', 'e^2qQ'] = find_param(Q+' / 1')[0]\n",
    "table.loc[charge, 'MFe3+']['He', 'e^2qQ'] = find_param(Q+' / 2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', 'e^2qQ'] = find_param(Q+' / 3')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['He', 'e^2qQ'] = find_param(eps)[0]\n",
    "    \n",
    "table.loc[charge, '4Fe3+']['He', H] = find_param(H+' / 1')[0]\n",
    "table.loc[charge, 'MFe3+']['He', H] = find_param(Hmax+' / 2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', H] = find_param(H+' / 3')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['He', H] = find_param('H / 4')[0]\n",
    "    \n",
    "table.loc[charge, '4Fe3+']['He', tetta] = find_param(tetta+' / 1')[0]\n",
    "table.loc[charge, 'MFe3+']['He', tetta] = find_param(tetta+'max / 2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', tetta] = find_param(tetta+' / 3')[0]\n",
    "\n",
    "table.loc[charge, '4Fe3+']['He', phi] = find_param(phi+' / 1')[0]\n",
    "table.loc[charge, 'MFe3+']['He', phi] = find_param(phi+'max / 2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', phi] = find_param(phi+' / 3')[0]\n",
    "   \n",
    "table.loc[charge, '4Fe3+']['He', G] = find_param(G+' / 1')[0]    \n",
    "table.loc[charge, 'MFe3+']['He', G] = find_param(G+' / 2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', G] = find_param('Γ₁ / 3 /')[0]+' '+find_param('Γ₂ / 3')[0]+' '+find_param('Γ₃ / 3')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['He', G] = find_param(G+' / 4')[0]\n",
    "\n",
    "table.loc[charge, 'RelaxFe2+']['He', tetta] = find_param('ln(R)')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['He', phi] = find_param('α')[3]\n",
    "table.loc[charge, 'RelaxFe2+']['He', 'e^2qQ'] = find_param(eps)[0]\n",
    "\n",
    "\n",
    "\n",
    "table.loc[charge, '4Fe3+']['RT', 'I'] = find_param('I5')[0]\n",
    "table.loc[charge, 'MFe3+']['RT', 'I'] = find_param('I6')[0]\n",
    "table.loc[charge, '4Fe2+']['RT', 'I'] = find_param('I7')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['RT', 'I'] = find_param('I8')[0]\n",
    "\n",
    "table.loc[charge, '4Fe3+']['RT', delta] = find_param('delta5')[0]\n",
    "table.loc[charge, 'MFe3+']['RT', delta] = find_param('delta6')[0]\n",
    "table.loc[charge, '4Fe2+']['RT', delta] = find_param('delta7')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['RT', delta] = find_param('delta8')[0]\n",
    "\n",
    "table.loc[charge, '4Fe3+']['RT', eps] = find_param('eps5')[0]\n",
    "table.loc[charge, 'MFe3+']['RT', eps] = find_param('eps6')[0]\n",
    "table.loc[charge, '4Fe2+']['RT', eps] = find_param('eps7')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['RT', eps] = find_param('eps8')[0]\n",
    "\n",
    "table.loc[charge, '4Fe3+']['RT', G] = find_param('Г5')[0]\n",
    "table.loc[charge, 'MFe3+']['RT', G] = find_param('Г6')[0]\n",
    "table.loc[charge, '4Fe2+']['RT', G] = find_param('Г7')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['RT', G] = find_param('Г8')[0]\n",
    "\n",
    "\n",
    "\n",
    "table\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "C:/Users/Сергей/Google Диск/VostrovMossb/2018_article/Combined RT+He/relax/C:/Users/Сергей/Google Диск/VostrovMossb/2018_article/Combined RT+He/relax/01 and 03/mn03t3/15023+15019_1024.spc\n"
     ]
    },
    {
     "data": {
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       "    .dataframe tbody tr th {\n",
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       "    }\n",
       "\n",
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       "        text-align: left;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th colspan=\"7\" halign=\"left\">He</th>\n",
       "      <th colspan=\"5\" halign=\"left\">RT</th>\n",
       "      <th colspan=\"2\" halign=\"left\">data</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>I</th>\n",
       "      <th>δ</th>\n",
       "      <th>e^2qQ</th>\n",
       "      <th>Hn</th>\n",
       "      <th>θ</th>\n",
       "      <th>φ</th>\n",
       "      <th>Γ</th>\n",
       "      <th>I</th>\n",
       "      <th>δ</th>\n",
       "      <th>ε</th>\n",
       "      <th>Γ</th>\n",
       "      <th>Q</th>\n",
       "      <th>data</th>\n",
       "      <th>link</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">t1</th>\n",
       "      <th>4Fe3+</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>-2.7</td>\n",
       "      <td>500.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>90.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.8</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>spc</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MFe3+</th>\n",
       "      <td>24.5±0.6</td>\n",
       "      <td>0.56±0.01</td>\n",
       "      <td>-1.76±0.01</td>\n",
       "      <td>529.0±2.0</td>\n",
       "      <td>53.0±0.2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.42±0.01</td>\n",
       "      <td>22.4±0.2</td>\n",
       "      <td>0.45±0.01</td>\n",
       "      <td>0.51±0.01</td>\n",
       "      <td>0.42±0.01</td>\n",
       "      <td></td>\n",
       "      <td>mdl</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4Fe2+</th>\n",
       "      <td>67.2±0.01</td>\n",
       "      <td>1.36±0.01</td>\n",
       "      <td>5.59±0.01</td>\n",
       "      <td>123.3±0.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.46±0.01 0.36±0.01 0.33±0.01</td>\n",
       "      <td>69.0±0.5</td>\n",
       "      <td>1.22±0.01</td>\n",
       "      <td>1.48±0.01</td>\n",
       "      <td>0.26±0.01</td>\n",
       "      <td></td>\n",
       "      <td>html</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>.</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>ε</td>\n",
       "      <td></td>\n",
       "      <td>ln(R)</td>\n",
       "      <td>α</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>RelaxFe2+</th>\n",
       "      <td>8.3±0.5</td>\n",
       "      <td>1.4</td>\n",
       "      <td>1.74±0.04</td>\n",
       "      <td>80.21±0.02</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.7±0.1</td>\n",
       "      <td>0.8</td>\n",
       "      <td>8.5±0.5</td>\n",
       "      <td>1.33±0.01</td>\n",
       "      <td>1.06±0.02</td>\n",
       "      <td>0.62±0.03</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>..</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">t2</th>\n",
       "      <th>4Fe3+</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>-2.7</td>\n",
       "      <td>500.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>90.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.8</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>spc</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MFe3+</th>\n",
       "      <td>58.7±0.4</td>\n",
       "      <td>0.56±0.01</td>\n",
       "      <td>-1.92±0.01</td>\n",
       "      <td>526.0±1.0</td>\n",
       "      <td>60.81±0.08</td>\n",
       "      <td>0.0±0.01</td>\n",
       "      <td>0.42±0.01</td>\n",
       "      <td>57.7±0.3</td>\n",
       "      <td>0.45±0.01</td>\n",
       "      <td>0.55±0.01</td>\n",
       "      <td>0.42±0.01</td>\n",
       "      <td></td>\n",
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       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4Fe2+</th>\n",
       "      <td>25.22±0.01</td>\n",
       "      <td>1.36±0.01</td>\n",
       "      <td>5.55±0.03</td>\n",
       "      <td>117.1±0.8</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.78±0.04 0.58±0.03 0.4±0.02</td>\n",
       "      <td>25.8±0.5</td>\n",
       "      <td>1.21±0.01</td>\n",
       "      <td>1.47±0.01</td>\n",
       "      <td>0.26±0.01</td>\n",
       "      <td></td>\n",
       "      <td>html</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>.</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>ε</td>\n",
       "      <td></td>\n",
       "      <td>ln(R)</td>\n",
       "      <td>α</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>RelaxFe2+</th>\n",
       "      <td>16.1±0.5</td>\n",
       "      <td>1.4</td>\n",
       "      <td>1.68±0.02</td>\n",
       "      <td>82.9±0.03</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.33±0.06</td>\n",
       "      <td>0.8</td>\n",
       "      <td>16.4±0.6</td>\n",
       "      <td>1.29±0.01</td>\n",
       "      <td>1.08±0.01</td>\n",
       "      <td>0.64±0.02</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>..</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
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       "      <td></td>\n",
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       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">t3</th>\n",
       "      <th>4Fe3+</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.6</td>\n",
       "      <td>-2.7</td>\n",
       "      <td>500.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>90.0</td>\n",
       "      <td>0.3</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.8</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MFe3+</th>\n",
       "      <td>69.1±0.5</td>\n",
       "      <td>0.56±0.01</td>\n",
       "      <td>-2.01±0.01</td>\n",
       "      <td>527.0±1.0</td>\n",
       "      <td>62.9±0.06</td>\n",
       "      <td>-0.0</td>\n",
       "      <td>0.45±0.01</td>\n",
       "      <td>68.9±0.8</td>\n",
       "      <td>0.43±0.01</td>\n",
       "      <td>0.58±0.01</td>\n",
       "      <td>0.42±0.01</td>\n",
       "      <td></td>\n",
       "      <td>mdl</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4Fe2+</th>\n",
       "      <td>8.86±0.01</td>\n",
       "      <td>1.4</td>\n",
       "      <td>5.6±0.1</td>\n",
       "      <td>120.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.7 0.7 0.7</td>\n",
       "      <td>8.9±0.7</td>\n",
       "      <td>1.2±0.01</td>\n",
       "      <td>1.47±0.01</td>\n",
       "      <td>0.3</td>\n",
       "      <td></td>\n",
       "      <td>html</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>.</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>ε</td>\n",
       "      <td></td>\n",
       "      <td>ln(R)</td>\n",
       "      <td>α</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>RelaxFe2+</th>\n",
       "      <td>22.1±0.6</td>\n",
       "      <td>1.4</td>\n",
       "      <td>1.69±0.02</td>\n",
       "      <td>87.0±5.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.8±0.04</td>\n",
       "      <td>0.8</td>\n",
       "      <td>22.0±1.0</td>\n",
       "      <td>1.28±0.01</td>\n",
       "      <td>1.14±0.02</td>\n",
       "      <td>0.69±0.03</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>..</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">t4</th>\n",
       "      <th>4Fe3+</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MFe3+</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4Fe2+</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>.</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>RelaxFe2+</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>..</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">t5</th>\n",
       "      <th>4Fe3+</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MFe3+</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4Fe2+</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>.</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>RelaxFe2+</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>..</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                      He                                                 \\\n",
       "                       I          δ       e^2qQ          Hn           θ   \n",
       "t1 4Fe3+             0.0        0.1        -2.7       500.0        33.0   \n",
       "   MFe3+        24.5±0.6  0.56±0.01  -1.76±0.01   529.0±2.0    53.0±0.2   \n",
       "   4Fe2+       67.2±0.01  1.36±0.01   5.59±0.01   123.3±0.1         0.0   \n",
       "   .                                          ε                   ln(R)   \n",
       "   RelaxFe2+     8.3±0.5        1.4   1.74±0.04  80.21±0.02         0.0   \n",
       "   ..                                                                     \n",
       "t2 4Fe3+             0.0        0.1        -2.7       500.0        33.0   \n",
       "   MFe3+        58.7±0.4  0.56±0.01  -1.92±0.01   526.0±1.0  60.81±0.08   \n",
       "   4Fe2+      25.22±0.01  1.36±0.01   5.55±0.03   117.1±0.8         0.0   \n",
       "   .                                          ε                   ln(R)   \n",
       "   RelaxFe2+    16.1±0.5        1.4   1.68±0.02   82.9±0.03         0.0   \n",
       "   ..                                                                     \n",
       "t3 4Fe3+             0.0        0.6        -2.7       500.0        33.0   \n",
       "   MFe3+        69.1±0.5  0.56±0.01  -2.01±0.01   527.0±1.0   62.9±0.06   \n",
       "   4Fe2+       8.86±0.01        1.4     5.6±0.1       120.0         0.0   \n",
       "   .                                          ε                   ln(R)   \n",
       "   RelaxFe2+    22.1±0.6        1.4   1.69±0.02    87.0±5.0         0.0   \n",
       "   ..                                                                     \n",
       "t4 4Fe3+                                                                  \n",
       "   MFe3+                                                                  \n",
       "   4Fe2+                                                                  \n",
       "   .                                                                      \n",
       "   RelaxFe2+                                                              \n",
       "   ..                                                                     \n",
       "t5 4Fe3+                                                                  \n",
       "   MFe3+                                                                  \n",
       "   4Fe2+                                                                  \n",
       "   .                                                                      \n",
       "   RelaxFe2+                                                              \n",
       "   ..                                                                     \n",
       "\n",
       "                                                              RT             \\\n",
       "                      φ                              Γ         I          δ   \n",
       "t1 4Fe3+           90.0                            0.0       0.0        0.4   \n",
       "   MFe3+            0.0                      0.42±0.01  22.4±0.2  0.45±0.01   \n",
       "   4Fe2+            0.0  0.46±0.01 0.36±0.01 0.33±0.01  69.0±0.5  1.22±0.01   \n",
       "   .                  α                                                       \n",
       "   RelaxFe2+    0.7±0.1                            0.8   8.5±0.5  1.33±0.01   \n",
       "   ..                                                                         \n",
       "t2 4Fe3+           90.0                            0.0       0.0        0.4   \n",
       "   MFe3+       0.0±0.01                      0.42±0.01  57.7±0.3  0.45±0.01   \n",
       "   4Fe2+            0.0   0.78±0.04 0.58±0.03 0.4±0.02  25.8±0.5  1.21±0.01   \n",
       "   .                  α                                                       \n",
       "   RelaxFe2+  0.33±0.06                            0.8  16.4±0.6  1.29±0.01   \n",
       "   ..                                                                         \n",
       "t3 4Fe3+           90.0                            0.3       0.0        0.4   \n",
       "   MFe3+           -0.0                      0.45±0.01  68.9±0.8  0.43±0.01   \n",
       "   4Fe2+            0.0                    0.7 0.7 0.7   8.9±0.7   1.2±0.01   \n",
       "   .                  α                                                       \n",
       "   RelaxFe2+   0.8±0.04                            0.8  22.0±1.0  1.28±0.01   \n",
       "   ..                                                                         \n",
       "t4 4Fe3+                                                                      \n",
       "   MFe3+                                                                      \n",
       "   4Fe2+                                                                      \n",
       "   .                                                                          \n",
       "   RelaxFe2+                                                                  \n",
       "   ..                                                                         \n",
       "t5 4Fe3+                                                                      \n",
       "   MFe3+                                                                      \n",
       "   4Fe2+                                                                      \n",
       "   .                                                                          \n",
       "   RelaxFe2+                                                                  \n",
       "   ..                                                                         \n",
       "\n",
       "                                       data  \\\n",
       "                      ε          Γ  Q  data   \n",
       "t1 4Fe3+            0.8        0.0      spc   \n",
       "   MFe3+      0.51±0.01  0.42±0.01      mdl   \n",
       "   4Fe2+      1.48±0.01  0.26±0.01     html   \n",
       "   .                                          \n",
       "   RelaxFe2+  1.06±0.02  0.62±0.03            \n",
       "   ..                                         \n",
       "t2 4Fe3+            0.8        0.0      spc   \n",
       "   MFe3+      0.55±0.01  0.42±0.01      mdl   \n",
       "   4Fe2+      1.47±0.01  0.26±0.01     html   \n",
       "   .                                          \n",
       "   RelaxFe2+  1.08±0.01  0.64±0.02            \n",
       "   ..                                         \n",
       "t3 4Fe3+            0.8        0.0      spc   \n",
       "   MFe3+      0.58±0.01  0.42±0.01      mdl   \n",
       "   4Fe2+      1.47±0.01        0.3     html   \n",
       "   .                                          \n",
       "   RelaxFe2+  1.14±0.02  0.69±0.03            \n",
       "   ..                                         \n",
       "t4 4Fe3+                                      \n",
       "   MFe3+                                      \n",
       "   4Fe2+                                      \n",
       "   .                                          \n",
       "   RelaxFe2+                                  \n",
       "   ..                                         \n",
       "t5 4Fe3+                                      \n",
       "   MFe3+                                      \n",
       "   4Fe2+                                      \n",
       "   .                                          \n",
       "   RelaxFe2+                                  \n",
       "   ..                                         \n",
       "\n",
       "                                                                 \n",
       "                                                           link  \n",
       "t1 4Fe3+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   MFe3+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   4Fe2+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   .                                                             \n",
       "   RelaxFe2+                                                     \n",
       "   ..                                                            \n",
       "t2 4Fe3+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   MFe3+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   4Fe2+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   .                                                             \n",
       "   RelaxFe2+                                                     \n",
       "   ..                                                            \n",
       "t3 4Fe3+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   MFe3+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   4Fe2+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   .                                                             \n",
       "   RelaxFe2+                                                     \n",
       "   ..                                                            \n",
       "t4 4Fe3+                                                         \n",
       "   MFe3+                                                         \n",
       "   4Fe2+                                                         \n",
       "   .                                                             \n",
       "   RelaxFe2+                                                     \n",
       "   ..                                                            \n",
       "t5 4Fe3+                                                         \n",
       "   MFe3+                                                         \n",
       "   4Fe2+                                                         \n",
       "   .                                                             \n",
       "   RelaxFe2+                                                     \n",
       "   ..                                                            "
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "  \n",
    "charge = spectra[2]\n",
    "files, files_spc = folder('mn03t3/')\n",
    "n = find_name('15023+15019', files)\n",
    "data = get_ready_data(n)\n",
    "give_links(table, n, path, files_spc)  \n",
    "\n",
    "table.loc[charge, '.']['He', tetta] = 'ln(R)'\n",
    "table.loc[charge, '.']['He', phi] = 'α'\n",
    "table.loc[charge, '.']['He', 'e^2qQ'] = eps\n",
    "\n",
    "    \n",
    "table.loc[charge, '4Fe3+']['He', 'I'] = find_param('I1')[1]\n",
    "table.loc[charge, 'MFe3+']['He', 'I'] = find_param('I2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', 'I'] = find_param('I3')[1]\n",
    "table.loc[charge, 'RelaxFe2+']['He', 'I'] = find_param('I4')[0]\n",
    "    \n",
    "table.loc[charge, '4Fe3+']['He', delta] = find_param(delta+' / 1')[0]\n",
    "table.loc[charge, 'MFe3+']['He', delta] = find_param(delta+' / 2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', delta] = find_param(delta+' / 3')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['He', delta] = find_param(delta+' / 4')[0]\n",
    "   \n",
    "table.loc[charge, '4Fe3+']['He', 'e^2qQ'] = find_param(Q+' / 1')[0]\n",
    "table.loc[charge, 'MFe3+']['He', 'e^2qQ'] = find_param(Q+' / 2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', 'e^2qQ'] = find_param(Q+' / 3')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['He', 'e^2qQ'] = find_param(eps)[0]\n",
    "    \n",
    "table.loc[charge, '4Fe3+']['He', H] = find_param(H+' / 1')[0]\n",
    "table.loc[charge, 'MFe3+']['He', H] = find_param(Hmax+' / 2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', H] = find_param(H+' / 3')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['He', H] = find_param('H / 4')[0]\n",
    "    \n",
    "table.loc[charge, '4Fe3+']['He', tetta] = find_param(tetta+' / 1')[0]\n",
    "table.loc[charge, 'MFe3+']['He', tetta] = find_param(tetta+'max / 2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', tetta] = find_param(tetta+' / 3')[0]\n",
    "\n",
    "table.loc[charge, '4Fe3+']['He', phi] = find_param(phi+' / 1')[0]\n",
    "table.loc[charge, 'MFe3+']['He', phi] = find_param(phi+'max / 2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', phi] = find_param(phi+' / 3')[0]\n",
    "   \n",
    "table.loc[charge, '4Fe3+']['He', G] = find_param(G+' / 1')[0]    \n",
    "table.loc[charge, 'MFe3+']['He', G] = find_param(G+' / 2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', G] = find_param('Γ₁ / 3 /')[0]+' '+find_param('Γ₂ / 3')[0]+' '+find_param('Γ₃ / 3')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['He', G] = find_param(G+' / 4')[0]\n",
    "\n",
    "table.loc[charge, 'RelaxFe2+']['He', tetta] = find_param('ln(R)')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['He', phi] = find_param('α')[3]\n",
    "table.loc[charge, 'RelaxFe2+']['He', 'e^2qQ'] = find_param(eps)[0]\n",
    "\n",
    "\n",
    "\n",
    "table.loc[charge, '4Fe3+']['RT', 'I'] = find_param('I5')[0]\n",
    "table.loc[charge, 'MFe3+']['RT', 'I'] = find_param('I6')[0]\n",
    "table.loc[charge, '4Fe2+']['RT', 'I'] = find_param('I7')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['RT', 'I'] = find_param('I8')[0]\n",
    "\n",
    "table.loc[charge, '4Fe3+']['RT', delta] = find_param('delta5')[0]\n",
    "table.loc[charge, 'MFe3+']['RT', delta] = find_param('delta6')[0]\n",
    "table.loc[charge, '4Fe2+']['RT', delta] = find_param('delta7')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['RT', delta] = find_param('delta8')[0]\n",
    "\n",
    "table.loc[charge, '4Fe3+']['RT', eps] = find_param('eps5')[0]\n",
    "table.loc[charge, 'MFe3+']['RT', eps] = find_param('eps6')[0]\n",
    "table.loc[charge, '4Fe2+']['RT', eps] = find_param('eps7')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['RT', eps] = find_param('eps8')[0]\n",
    "\n",
    "table.loc[charge, '4Fe3+']['RT', G] = find_param('Г5')[0]\n",
    "table.loc[charge, 'MFe3+']['RT', G] = find_param('Г6')[0]\n",
    "table.loc[charge, '4Fe2+']['RT', G] = find_param('Г7')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['RT', G] = find_param('Г8')[0]\n",
    "\n",
    "\n",
    "\n",
    "table"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "C:/Users/Сергей/Google Диск/VostrovMossb/2018_article/Combined RT+He/relax/C:/Users/Сергей/Google Диск/VostrovMossb/2018_article/Combined RT+He/relax/01 and 03/mn03t4/15030+15037_1024-D1.spc\n",
      "C:/Users/Сергей/Google Диск/VostrovMossb/2018_article/Combined RT+He/relax/C:/Users/Сергей/Google Диск/VostrovMossb/2018_article/Combined RT+He/relax/01 and 03/mn03t4/15030+33+15037_1024.spc\n"
     ]
    },
    {
     "data": {
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       "  <thead>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th colspan=\"7\" halign=\"left\">He</th>\n",
       "      <th colspan=\"5\" halign=\"left\">RT</th>\n",
       "      <th colspan=\"2\" halign=\"left\">data</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>I</th>\n",
       "      <th>δ</th>\n",
       "      <th>e^2qQ</th>\n",
       "      <th>Hn</th>\n",
       "      <th>θ</th>\n",
       "      <th>φ</th>\n",
       "      <th>Γ</th>\n",
       "      <th>I</th>\n",
       "      <th>δ</th>\n",
       "      <th>ε</th>\n",
       "      <th>Γ</th>\n",
       "      <th>Q</th>\n",
       "      <th>data</th>\n",
       "      <th>link</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">t1</th>\n",
       "      <th>4Fe3+</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>-2.7</td>\n",
       "      <td>500.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>90.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.8</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>spc</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MFe3+</th>\n",
       "      <td>24.5±0.6</td>\n",
       "      <td>0.56±0.01</td>\n",
       "      <td>-1.76±0.01</td>\n",
       "      <td>529.0±2.0</td>\n",
       "      <td>53.0±0.2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.42±0.01</td>\n",
       "      <td>22.4±0.2</td>\n",
       "      <td>0.45±0.01</td>\n",
       "      <td>0.51±0.01</td>\n",
       "      <td>0.42±0.01</td>\n",
       "      <td></td>\n",
       "      <td>mdl</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4Fe2+</th>\n",
       "      <td>67.2±0.01</td>\n",
       "      <td>1.36±0.01</td>\n",
       "      <td>5.59±0.01</td>\n",
       "      <td>123.3±0.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.46±0.01 0.36±0.01 0.33±0.01</td>\n",
       "      <td>69.0±0.5</td>\n",
       "      <td>1.22±0.01</td>\n",
       "      <td>1.48±0.01</td>\n",
       "      <td>0.26±0.01</td>\n",
       "      <td></td>\n",
       "      <td>html</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>.</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>ε</td>\n",
       "      <td></td>\n",
       "      <td>ln(R)</td>\n",
       "      <td>α</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>RelaxFe2+</th>\n",
       "      <td>8.3±0.5</td>\n",
       "      <td>1.4</td>\n",
       "      <td>1.74±0.04</td>\n",
       "      <td>80.21±0.02</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.7±0.1</td>\n",
       "      <td>0.8</td>\n",
       "      <td>8.5±0.5</td>\n",
       "      <td>1.33±0.01</td>\n",
       "      <td>1.06±0.02</td>\n",
       "      <td>0.62±0.03</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>..</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">t2</th>\n",
       "      <th>4Fe3+</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>-2.7</td>\n",
       "      <td>500.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>90.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.8</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>spc</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MFe3+</th>\n",
       "      <td>58.7±0.4</td>\n",
       "      <td>0.56±0.01</td>\n",
       "      <td>-1.92±0.01</td>\n",
       "      <td>526.0±1.0</td>\n",
       "      <td>60.81±0.08</td>\n",
       "      <td>0.0±0.01</td>\n",
       "      <td>0.42±0.01</td>\n",
       "      <td>57.7±0.3</td>\n",
       "      <td>0.45±0.01</td>\n",
       "      <td>0.55±0.01</td>\n",
       "      <td>0.42±0.01</td>\n",
       "      <td></td>\n",
       "      <td>mdl</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4Fe2+</th>\n",
       "      <td>25.22±0.01</td>\n",
       "      <td>1.36±0.01</td>\n",
       "      <td>5.55±0.03</td>\n",
       "      <td>117.1±0.8</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.78±0.04 0.58±0.03 0.4±0.02</td>\n",
       "      <td>25.8±0.5</td>\n",
       "      <td>1.21±0.01</td>\n",
       "      <td>1.47±0.01</td>\n",
       "      <td>0.26±0.01</td>\n",
       "      <td></td>\n",
       "      <td>html</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>.</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>ε</td>\n",
       "      <td></td>\n",
       "      <td>ln(R)</td>\n",
       "      <td>α</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>RelaxFe2+</th>\n",
       "      <td>16.1±0.5</td>\n",
       "      <td>1.4</td>\n",
       "      <td>1.68±0.02</td>\n",
       "      <td>82.9±0.03</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.33±0.06</td>\n",
       "      <td>0.8</td>\n",
       "      <td>16.4±0.6</td>\n",
       "      <td>1.29±0.01</td>\n",
       "      <td>1.08±0.01</td>\n",
       "      <td>0.64±0.02</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>..</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">t3</th>\n",
       "      <th>4Fe3+</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.6</td>\n",
       "      <td>-2.7</td>\n",
       "      <td>500.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>90.0</td>\n",
       "      <td>0.3</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.8</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>spc</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MFe3+</th>\n",
       "      <td>69.1±0.5</td>\n",
       "      <td>0.56±0.01</td>\n",
       "      <td>-2.01±0.01</td>\n",
       "      <td>527.0±1.0</td>\n",
       "      <td>62.9±0.06</td>\n",
       "      <td>-0.0</td>\n",
       "      <td>0.45±0.01</td>\n",
       "      <td>68.9±0.8</td>\n",
       "      <td>0.43±0.01</td>\n",
       "      <td>0.58±0.01</td>\n",
       "      <td>0.42±0.01</td>\n",
       "      <td></td>\n",
       "      <td>mdl</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4Fe2+</th>\n",
       "      <td>8.86±0.01</td>\n",
       "      <td>1.4</td>\n",
       "      <td>5.6±0.1</td>\n",
       "      <td>120.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.7 0.7 0.7</td>\n",
       "      <td>8.9±0.7</td>\n",
       "      <td>1.2±0.01</td>\n",
       "      <td>1.47±0.01</td>\n",
       "      <td>0.3</td>\n",
       "      <td></td>\n",
       "      <td>html</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>.</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>ε</td>\n",
       "      <td></td>\n",
       "      <td>ln(R)</td>\n",
       "      <td>α</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>RelaxFe2+</th>\n",
       "      <td>22.1±0.6</td>\n",
       "      <td>1.4</td>\n",
       "      <td>1.69±0.02</td>\n",
       "      <td>87.0±5.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.8±0.04</td>\n",
       "      <td>0.8</td>\n",
       "      <td>22.0±1.0</td>\n",
       "      <td>1.28±0.01</td>\n",
       "      <td>1.14±0.02</td>\n",
       "      <td>0.69±0.03</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>..</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">t4</th>\n",
       "      <th>4Fe3+</th>\n",
       "      <td>18.86±0.01</td>\n",
       "      <td>0.58±0.01</td>\n",
       "      <td>-2.49±0.01</td>\n",
       "      <td>497.9±0.7</td>\n",
       "      <td>34.3</td>\n",
       "      <td>72.2</td>\n",
       "      <td>0.36±0.02</td>\n",
       "      <td>20.0±3.0</td>\n",
       "      <td>0.43±0.01</td>\n",
       "      <td>0.72±0.01</td>\n",
       "      <td>0.29±0.01</td>\n",
       "      <td></td>\n",
       "      <td>spc</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MFe3+</th>\n",
       "      <td>71.9±0.9</td>\n",
       "      <td>0.55±0.01</td>\n",
       "      <td>-2.13±0.01</td>\n",
       "      <td>508.6±0.6</td>\n",
       "      <td>35.0±2.0</td>\n",
       "      <td>63.0±2.0</td>\n",
       "      <td>0.3±0.01</td>\n",
       "      <td>74.0±3.0</td>\n",
       "      <td>0.43±0.01</td>\n",
       "      <td>0.61±0.01</td>\n",
       "      <td>0.46±0.01</td>\n",
       "      <td></td>\n",
       "      <td>mdl</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4Fe2+</th>\n",
       "      <td>3.32±0.01</td>\n",
       "      <td>1.4</td>\n",
       "      <td>5.6</td>\n",
       "      <td>120.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.7 0.7 0.7</td>\n",
       "      <td>2.2±0.3</td>\n",
       "      <td>1.33±0.01</td>\n",
       "      <td>1.34±0.01</td>\n",
       "      <td>0.29±0.03</td>\n",
       "      <td></td>\n",
       "      <td>html</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>.</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>ε</td>\n",
       "      <td></td>\n",
       "      <td>ln(R)</td>\n",
       "      <td>α</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>RelaxFe2+</th>\n",
       "      <td>6.0±0.4</td>\n",
       "      <td>1.4</td>\n",
       "      <td>1.75±0.06</td>\n",
       "      <td>88.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.41±0.04</td>\n",
       "      <td>0.8</td>\n",
       "      <td>3.9±0.3</td>\n",
       "      <td>1.25±0.01</td>\n",
       "      <td>1.05±0.01</td>\n",
       "      <td>0.4±0.03</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>..</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">t5</th>\n",
       "      <th>4Fe3+</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MFe3+</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4Fe2+</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>.</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>RelaxFe2+</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>..</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                      He                                                 \\\n",
       "                       I          δ       e^2qQ          Hn           θ   \n",
       "t1 4Fe3+             0.0        0.1        -2.7       500.0        33.0   \n",
       "   MFe3+        24.5±0.6  0.56±0.01  -1.76±0.01   529.0±2.0    53.0±0.2   \n",
       "   4Fe2+       67.2±0.01  1.36±0.01   5.59±0.01   123.3±0.1         0.0   \n",
       "   .                                          ε                   ln(R)   \n",
       "   RelaxFe2+     8.3±0.5        1.4   1.74±0.04  80.21±0.02         0.0   \n",
       "   ..                                                                     \n",
       "t2 4Fe3+             0.0        0.1        -2.7       500.0        33.0   \n",
       "   MFe3+        58.7±0.4  0.56±0.01  -1.92±0.01   526.0±1.0  60.81±0.08   \n",
       "   4Fe2+      25.22±0.01  1.36±0.01   5.55±0.03   117.1±0.8         0.0   \n",
       "   .                                          ε                   ln(R)   \n",
       "   RelaxFe2+    16.1±0.5        1.4   1.68±0.02   82.9±0.03         0.0   \n",
       "   ..                                                                     \n",
       "t3 4Fe3+             0.0        0.6        -2.7       500.0        33.0   \n",
       "   MFe3+        69.1±0.5  0.56±0.01  -2.01±0.01   527.0±1.0   62.9±0.06   \n",
       "   4Fe2+       8.86±0.01        1.4     5.6±0.1       120.0         0.0   \n",
       "   .                                          ε                   ln(R)   \n",
       "   RelaxFe2+    22.1±0.6        1.4   1.69±0.02    87.0±5.0         0.0   \n",
       "   ..                                                                     \n",
       "t4 4Fe3+      18.86±0.01  0.58±0.01  -2.49±0.01   497.9±0.7        34.3   \n",
       "   MFe3+        71.9±0.9  0.55±0.01  -2.13±0.01   508.6±0.6    35.0±2.0   \n",
       "   4Fe2+       3.32±0.01        1.4         5.6       120.0         0.0   \n",
       "   .                                          ε                   ln(R)   \n",
       "   RelaxFe2+     6.0±0.4        1.4   1.75±0.06        88.0         0.0   \n",
       "   ..                                                                     \n",
       "t5 4Fe3+                                                                  \n",
       "   MFe3+                                                                  \n",
       "   4Fe2+                                                                  \n",
       "   .                                                                      \n",
       "   RelaxFe2+                                                              \n",
       "   ..                                                                     \n",
       "\n",
       "                                                              RT             \\\n",
       "                      φ                              Γ         I          δ   \n",
       "t1 4Fe3+           90.0                            0.0       0.0        0.4   \n",
       "   MFe3+            0.0                      0.42±0.01  22.4±0.2  0.45±0.01   \n",
       "   4Fe2+            0.0  0.46±0.01 0.36±0.01 0.33±0.01  69.0±0.5  1.22±0.01   \n",
       "   .                  α                                                       \n",
       "   RelaxFe2+    0.7±0.1                            0.8   8.5±0.5  1.33±0.01   \n",
       "   ..                                                                         \n",
       "t2 4Fe3+           90.0                            0.0       0.0        0.4   \n",
       "   MFe3+       0.0±0.01                      0.42±0.01  57.7±0.3  0.45±0.01   \n",
       "   4Fe2+            0.0   0.78±0.04 0.58±0.03 0.4±0.02  25.8±0.5  1.21±0.01   \n",
       "   .                  α                                                       \n",
       "   RelaxFe2+  0.33±0.06                            0.8  16.4±0.6  1.29±0.01   \n",
       "   ..                                                                         \n",
       "t3 4Fe3+           90.0                            0.3       0.0        0.4   \n",
       "   MFe3+           -0.0                      0.45±0.01  68.9±0.8  0.43±0.01   \n",
       "   4Fe2+            0.0                    0.7 0.7 0.7   8.9±0.7   1.2±0.01   \n",
       "   .                  α                                                       \n",
       "   RelaxFe2+   0.8±0.04                            0.8  22.0±1.0  1.28±0.01   \n",
       "   ..                                                                         \n",
       "t4 4Fe3+           72.2                      0.36±0.02  20.0±3.0  0.43±0.01   \n",
       "   MFe3+       63.0±2.0                       0.3±0.01  74.0±3.0  0.43±0.01   \n",
       "   4Fe2+            0.0                    0.7 0.7 0.7   2.2±0.3  1.33±0.01   \n",
       "   .                  α                                                       \n",
       "   RelaxFe2+  0.41±0.04                            0.8   3.9±0.3  1.25±0.01   \n",
       "   ..                                                                         \n",
       "t5 4Fe3+                                                                      \n",
       "   MFe3+                                                                      \n",
       "   4Fe2+                                                                      \n",
       "   .                                                                          \n",
       "   RelaxFe2+                                                                  \n",
       "   ..                                                                         \n",
       "\n",
       "                                       data  \\\n",
       "                      ε          Γ  Q  data   \n",
       "t1 4Fe3+            0.8        0.0      spc   \n",
       "   MFe3+      0.51±0.01  0.42±0.01      mdl   \n",
       "   4Fe2+      1.48±0.01  0.26±0.01     html   \n",
       "   .                                          \n",
       "   RelaxFe2+  1.06±0.02  0.62±0.03            \n",
       "   ..                                         \n",
       "t2 4Fe3+            0.8        0.0      spc   \n",
       "   MFe3+      0.55±0.01  0.42±0.01      mdl   \n",
       "   4Fe2+      1.47±0.01  0.26±0.01     html   \n",
       "   .                                          \n",
       "   RelaxFe2+  1.08±0.01  0.64±0.02            \n",
       "   ..                                         \n",
       "t3 4Fe3+            0.8        0.0      spc   \n",
       "   MFe3+      0.58±0.01  0.42±0.01      mdl   \n",
       "   4Fe2+      1.47±0.01        0.3     html   \n",
       "   .                                          \n",
       "   RelaxFe2+  1.14±0.02  0.69±0.03            \n",
       "   ..                                         \n",
       "t4 4Fe3+      0.72±0.01  0.29±0.01      spc   \n",
       "   MFe3+      0.61±0.01  0.46±0.01      mdl   \n",
       "   4Fe2+      1.34±0.01  0.29±0.03     html   \n",
       "   .                                          \n",
       "   RelaxFe2+  1.05±0.01   0.4±0.03            \n",
       "   ..                                         \n",
       "t5 4Fe3+                                      \n",
       "   MFe3+                                      \n",
       "   4Fe2+                                      \n",
       "   .                                          \n",
       "   RelaxFe2+                                  \n",
       "   ..                                         \n",
       "\n",
       "                                                                 \n",
       "                                                           link  \n",
       "t1 4Fe3+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   MFe3+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   4Fe2+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   .                                                             \n",
       "   RelaxFe2+                                                     \n",
       "   ..                                                            \n",
       "t2 4Fe3+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   MFe3+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   4Fe2+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   .                                                             \n",
       "   RelaxFe2+                                                     \n",
       "   ..                                                            \n",
       "t3 4Fe3+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   MFe3+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   4Fe2+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   .                                                             \n",
       "   RelaxFe2+                                                     \n",
       "   ..                                                            \n",
       "t4 4Fe3+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   MFe3+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   4Fe2+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   .                                                             \n",
       "   RelaxFe2+                                                     \n",
       "   ..                                                            \n",
       "t5 4Fe3+                                                         \n",
       "   MFe3+                                                         \n",
       "   4Fe2+                                                         \n",
       "   .                                                             \n",
       "   RelaxFe2+                                                     \n",
       "   ..                                                            "
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "  \n",
    "charge = spectra[3]\n",
    "files, files_spc = folder('mn03t4/')    \n",
    "n = find_name('15030+33+15037', files)\n",
    "data = get_ready_data(n)\n",
    "give_links(table, n, path, files_spc)  \n",
    "\n",
    "table.loc[charge, '.']['He', tetta] = 'ln(R)'\n",
    "table.loc[charge, '.']['He', phi] = 'α'\n",
    "table.loc[charge, '.']['He', 'e^2qQ'] = eps\n",
    "\n",
    "    \n",
    "table.loc[charge, '4Fe3+']['He', 'I'] = find_param('I1')[1]\n",
    "table.loc[charge, 'MFe3+']['He', 'I'] = find_param('I2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', 'I'] = find_param('I3')[1]\n",
    "table.loc[charge, 'RelaxFe2+']['He', 'I'] = find_param('I4')[0]\n",
    "    \n",
    "table.loc[charge, '4Fe3+']['He', delta] = find_param(delta+' / 1')[0]\n",
    "table.loc[charge, 'MFe3+']['He', delta] = find_param(delta+' / 2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', delta] = find_param(delta+' / 3')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['He', delta] = find_param(delta+' / 4')[0]\n",
    "   \n",
    "table.loc[charge, '4Fe3+']['He', 'e^2qQ'] = find_param(Q+' / 1')[0]\n",
    "table.loc[charge, 'MFe3+']['He', 'e^2qQ'] = find_param(Q+' / 2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', 'e^2qQ'] = find_param(Q+' / 3')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['He', 'e^2qQ'] = find_param(eps)[0]\n",
    "    \n",
    "table.loc[charge, '4Fe3+']['He', H] = find_param(H+' / 1')[0]\n",
    "table.loc[charge, 'MFe3+']['He', H] = find_param(Hmax+' / 2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', H] = find_param(H+' / 3')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['He', H] = find_param('H / 4')[0]\n",
    "    \n",
    "table.loc[charge, '4Fe3+']['He', tetta] = find_param(tetta+' / 1')[0]\n",
    "table.loc[charge, 'MFe3+']['He', tetta] = find_param(tetta+'max / 2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', tetta] = find_param(tetta+' / 3')[0]\n",
    "\n",
    "table.loc[charge, '4Fe3+']['He', phi] = find_param(phi+' / 1')[0]\n",
    "table.loc[charge, 'MFe3+']['He', phi] = find_param(phi+'max / 2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', phi] = find_param(phi+' / 3')[0]\n",
    "   \n",
    "table.loc[charge, '4Fe3+']['He', G] = find_param(G+' / 1')[0]    \n",
    "table.loc[charge, 'MFe3+']['He', G] = find_param(G+' / 2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', G] = find_param('Γ₁ / 3 /')[0]+' '+find_param('Γ₂ / 3')[0]+' '+find_param('Γ₃ / 3')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['He', G] = find_param(G+' / 4')[0]\n",
    "\n",
    "table.loc[charge, 'RelaxFe2+']['He', tetta] = find_param('ln(R)')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['He', phi] = find_param('α')[3]\n",
    "table.loc[charge, 'RelaxFe2+']['He', 'e^2qQ'] = find_param(eps)[0]\n",
    "\n",
    "\n",
    "\n",
    "table.loc[charge, '4Fe3+']['RT', 'I'] = find_param('I5')[0]\n",
    "table.loc[charge, 'MFe3+']['RT', 'I'] = find_param('I6')[0]\n",
    "table.loc[charge, '4Fe2+']['RT', 'I'] = find_param('I7')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['RT', 'I'] = find_param('I8')[0]\n",
    "\n",
    "table.loc[charge, '4Fe3+']['RT', delta] = find_param('delta5')[0]\n",
    "table.loc[charge, 'MFe3+']['RT', delta] = find_param('delta6')[0]\n",
    "table.loc[charge, '4Fe2+']['RT', delta] = find_param('delta7')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['RT', delta] = find_param('delta8')[0]\n",
    "\n",
    "table.loc[charge, '4Fe3+']['RT', eps] = find_param('eps5')[0]\n",
    "table.loc[charge, 'MFe3+']['RT', eps] = find_param('eps6')[0]\n",
    "table.loc[charge, '4Fe2+']['RT', eps] = find_param('eps7')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['RT', eps] = find_param('eps8')[0]\n",
    "\n",
    "table.loc[charge, '4Fe3+']['RT', G] = find_param('Г5')[0]\n",
    "table.loc[charge, 'MFe3+']['RT', G] = find_param('Г6')[0]\n",
    "table.loc[charge, '4Fe2+']['RT', G] = find_param('Г7')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['RT', G] = find_param('Г8')[0]\n",
    "\n",
    "\n",
    "\n",
    "table"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "C:/Users/Сергей/Google Диск/VostrovMossb/2018_article/Combined RT+He/relax/C:/Users/Сергей/Google Диск/VostrovMossb/2018_article/Combined RT+He/relax/01 and 03/mn03t5/15016+15014_1024.spc\n"
     ]
    }
   ],
   "source": [
    "  \n",
    "charge = spectra[4]\n",
    "files, files_spc = folder('mn03t5/')   \n",
    "n = find_name('15016+15014', files)\n",
    "data = get_ready_data(n)\n",
    "give_links(table, n, path, files_spc)  \n",
    "\n",
    "table.loc[charge, '.']['He', tetta] = 'ln(R)'\n",
    "table.loc[charge, '.']['He', phi] = 'α'\n",
    "table.loc[charge, '.']['He', 'e^2qQ'] = eps\n",
    "\n",
    "    \n",
    "table.loc[charge, '4Fe3+']['He', 'I'] = find_param('I1')[1]\n",
    "table.loc[charge, 'MFe3+']['He', 'I'] = find_param('I2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', 'I'] = find_param('I3')[1]\n",
    "table.loc[charge, 'RelaxFe2+']['He', 'I'] = find_param('I4')[0]\n",
    "    \n",
    "table.loc[charge, '4Fe3+']['He', delta] = find_param(delta+' / 1')[0]\n",
    "table.loc[charge, 'MFe3+']['He', delta] = find_param(delta+' / 2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', delta] = find_param(delta+' / 3')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['He', delta] = find_param(delta+' / 4')[0]\n",
    "   \n",
    "table.loc[charge, '4Fe3+']['He', 'e^2qQ'] = find_param(Q+' / 1')[0]\n",
    "table.loc[charge, 'MFe3+']['He', 'e^2qQ'] = find_param(Q+' / 2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', 'e^2qQ'] = find_param(Q+' / 3')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['He', 'e^2qQ'] = find_param(eps)[0]\n",
    "    \n",
    "table.loc[charge, '4Fe3+']['He', H] = find_param(H+' / 1')[0]\n",
    "table.loc[charge, 'MFe3+']['He', H] = find_param(Hmax+' / 2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', H] = find_param(H+' / 3')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['He', H] = find_param('H / 4')[0]\n",
    "    \n",
    "table.loc[charge, '4Fe3+']['He', tetta] = find_param(tetta+' / 1')[0]\n",
    "table.loc[charge, 'MFe3+']['He', tetta] = find_param(tetta+'max / 2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', tetta] = find_param(tetta+' / 3')[0]\n",
    "\n",
    "table.loc[charge, '4Fe3+']['He', phi] = find_param(phi+' / 1')[0]\n",
    "table.loc[charge, 'MFe3+']['He', phi] = find_param(phi+'max / 2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', phi] = find_param(phi+' / 3')[0]\n",
    "   \n",
    "table.loc[charge, '4Fe3+']['He', G] = find_param(G+' / 1')[0]    \n",
    "table.loc[charge, 'MFe3+']['He', G] = find_param(G+' / 2')[0]\n",
    "table.loc[charge, '4Fe2+']['He', G] = find_param('Γ₁ / 3 /')[0]+' '+find_param('Γ₂ / 3')[0]+' '+find_param('Γ₃ / 3')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['He', G] = find_param(G+' / 4')[0]\n",
    "\n",
    "table.loc[charge, 'RelaxFe2+']['He', tetta] = find_param('ln(R)')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['He', phi] = find_param('α')[3]\n",
    "table.loc[charge, 'RelaxFe2+']['He', 'e^2qQ'] = find_param(eps)[0]\n",
    "\n",
    "\n",
    "\n",
    "table.loc[charge, '4Fe3+']['RT', 'I'] = find_param('I5')[0]\n",
    "table.loc[charge, 'MFe3+']['RT', 'I'] = find_param('I6')[0]\n",
    "table.loc[charge, '4Fe2+']['RT', 'I'] = find_param('I7')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['RT', 'I'] = find_param('I8')[0]\n",
    "\n",
    "table.loc[charge, '4Fe3+']['RT', delta] = find_param('delta5')[0]\n",
    "table.loc[charge, 'MFe3+']['RT', delta] = find_param('delta6')[0]\n",
    "table.loc[charge, '4Fe2+']['RT', delta] = find_param('delta7')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['RT', delta] = find_param('delta8')[0]\n",
    "\n",
    "table.loc[charge, '4Fe3+']['RT', eps] = find_param('eps5')[0]\n",
    "table.loc[charge, 'MFe3+']['RT', eps] = find_param('eps6')[0]\n",
    "table.loc[charge, '4Fe2+']['RT', eps] = find_param('eps7')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['RT', eps] = find_param('eps8')[0]\n",
    "\n",
    "table.loc[charge, '4Fe3+']['RT', G] = find_param('Г5')[0]\n",
    "table.loc[charge, 'MFe3+']['RT', G] = find_param('Г6')[0]\n",
    "table.loc[charge, '4Fe2+']['RT', G] = find_param('Г7')[0]\n",
    "table.loc[charge, 'RelaxFe2+']['RT', G] = find_param('Г8')[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead tr th {\n",
       "        text-align: left;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th colspan=\"7\" halign=\"left\">He</th>\n",
       "      <th colspan=\"5\" halign=\"left\">RT</th>\n",
       "      <th colspan=\"2\" halign=\"left\">data</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>I</th>\n",
       "      <th>δ</th>\n",
       "      <th>e^2qQ</th>\n",
       "      <th>Hn</th>\n",
       "      <th>θ</th>\n",
       "      <th>φ</th>\n",
       "      <th>Γ</th>\n",
       "      <th>I</th>\n",
       "      <th>δ</th>\n",
       "      <th>ε</th>\n",
       "      <th>Γ</th>\n",
       "      <th>Q</th>\n",
       "      <th>data</th>\n",
       "      <th>link</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">t1</th>\n",
       "      <th>4Fe3+</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>-2.7</td>\n",
       "      <td>500.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>90.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.8</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>spc</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MFe3+</th>\n",
       "      <td>24.5±0.6</td>\n",
       "      <td>0.56±0.01</td>\n",
       "      <td>-1.76±0.01</td>\n",
       "      <td>529.0±2.0</td>\n",
       "      <td>53.0±0.2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.42±0.01</td>\n",
       "      <td>22.4±0.2</td>\n",
       "      <td>0.45±0.01</td>\n",
       "      <td>0.51±0.01</td>\n",
       "      <td>0.42±0.01</td>\n",
       "      <td></td>\n",
       "      <td>mdl</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4Fe2+</th>\n",
       "      <td>67.2±0.01</td>\n",
       "      <td>1.36±0.01</td>\n",
       "      <td>5.59±0.01</td>\n",
       "      <td>123.3±0.1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.46±0.01 0.36±0.01 0.33±0.01</td>\n",
       "      <td>69.0±0.5</td>\n",
       "      <td>1.22±0.01</td>\n",
       "      <td>1.48±0.01</td>\n",
       "      <td>0.26±0.01</td>\n",
       "      <td></td>\n",
       "      <td>html</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>.</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>ε</td>\n",
       "      <td></td>\n",
       "      <td>ln(R)</td>\n",
       "      <td>α</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>RelaxFe2+</th>\n",
       "      <td>8.3±0.5</td>\n",
       "      <td>1.4</td>\n",
       "      <td>1.74±0.04</td>\n",
       "      <td>80.21±0.02</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.7±0.1</td>\n",
       "      <td>0.8</td>\n",
       "      <td>8.5±0.5</td>\n",
       "      <td>1.33±0.01</td>\n",
       "      <td>1.06±0.02</td>\n",
       "      <td>0.62±0.03</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>..</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">t2</th>\n",
       "      <th>4Fe3+</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.1</td>\n",
       "      <td>-2.7</td>\n",
       "      <td>500.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>90.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.8</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>spc</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MFe3+</th>\n",
       "      <td>58.7±0.4</td>\n",
       "      <td>0.56±0.01</td>\n",
       "      <td>-1.92±0.01</td>\n",
       "      <td>526.0±1.0</td>\n",
       "      <td>60.81±0.08</td>\n",
       "      <td>0.0±0.01</td>\n",
       "      <td>0.42±0.01</td>\n",
       "      <td>57.7±0.3</td>\n",
       "      <td>0.45±0.01</td>\n",
       "      <td>0.55±0.01</td>\n",
       "      <td>0.42±0.01</td>\n",
       "      <td></td>\n",
       "      <td>mdl</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4Fe2+</th>\n",
       "      <td>25.22±0.01</td>\n",
       "      <td>1.36±0.01</td>\n",
       "      <td>5.55±0.03</td>\n",
       "      <td>117.1±0.8</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.78±0.04 0.58±0.03 0.4±0.02</td>\n",
       "      <td>25.8±0.5</td>\n",
       "      <td>1.21±0.01</td>\n",
       "      <td>1.47±0.01</td>\n",
       "      <td>0.26±0.01</td>\n",
       "      <td></td>\n",
       "      <td>html</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>.</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>ε</td>\n",
       "      <td></td>\n",
       "      <td>ln(R)</td>\n",
       "      <td>α</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>RelaxFe2+</th>\n",
       "      <td>16.1±0.5</td>\n",
       "      <td>1.4</td>\n",
       "      <td>1.68±0.02</td>\n",
       "      <td>82.9±0.03</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.33±0.06</td>\n",
       "      <td>0.8</td>\n",
       "      <td>16.4±0.6</td>\n",
       "      <td>1.29±0.01</td>\n",
       "      <td>1.08±0.01</td>\n",
       "      <td>0.64±0.02</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>..</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">t3</th>\n",
       "      <th>4Fe3+</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.6</td>\n",
       "      <td>-2.7</td>\n",
       "      <td>500.0</td>\n",
       "      <td>33.0</td>\n",
       "      <td>90.0</td>\n",
       "      <td>0.3</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.8</td>\n",
       "      <td>0.0</td>\n",
       "      <td></td>\n",
       "      <td>spc</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MFe3+</th>\n",
       "      <td>69.1±0.5</td>\n",
       "      <td>0.56±0.01</td>\n",
       "      <td>-2.01±0.01</td>\n",
       "      <td>527.0±1.0</td>\n",
       "      <td>62.9±0.06</td>\n",
       "      <td>-0.0</td>\n",
       "      <td>0.45±0.01</td>\n",
       "      <td>68.9±0.8</td>\n",
       "      <td>0.43±0.01</td>\n",
       "      <td>0.58±0.01</td>\n",
       "      <td>0.42±0.01</td>\n",
       "      <td></td>\n",
       "      <td>mdl</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4Fe2+</th>\n",
       "      <td>8.86±0.01</td>\n",
       "      <td>1.4</td>\n",
       "      <td>5.6±0.1</td>\n",
       "      <td>120.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.7 0.7 0.7</td>\n",
       "      <td>8.9±0.7</td>\n",
       "      <td>1.2±0.01</td>\n",
       "      <td>1.47±0.01</td>\n",
       "      <td>0.3</td>\n",
       "      <td></td>\n",
       "      <td>html</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>.</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>ε</td>\n",
       "      <td></td>\n",
       "      <td>ln(R)</td>\n",
       "      <td>α</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>RelaxFe2+</th>\n",
       "      <td>22.1±0.6</td>\n",
       "      <td>1.4</td>\n",
       "      <td>1.69±0.02</td>\n",
       "      <td>87.0±5.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.8±0.04</td>\n",
       "      <td>0.8</td>\n",
       "      <td>22.0±1.0</td>\n",
       "      <td>1.28±0.01</td>\n",
       "      <td>1.14±0.02</td>\n",
       "      <td>0.69±0.03</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>..</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">t4</th>\n",
       "      <th>4Fe3+</th>\n",
       "      <td>18.86±0.01</td>\n",
       "      <td>0.58±0.01</td>\n",
       "      <td>-2.49±0.01</td>\n",
       "      <td>497.9±0.7</td>\n",
       "      <td>34.3</td>\n",
       "      <td>72.2</td>\n",
       "      <td>0.36±0.02</td>\n",
       "      <td>20.0±3.0</td>\n",
       "      <td>0.43±0.01</td>\n",
       "      <td>0.72±0.01</td>\n",
       "      <td>0.29±0.01</td>\n",
       "      <td></td>\n",
       "      <td>spc</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MFe3+</th>\n",
       "      <td>71.9±0.9</td>\n",
       "      <td>0.55±0.01</td>\n",
       "      <td>-2.13±0.01</td>\n",
       "      <td>508.6±0.6</td>\n",
       "      <td>35.0±2.0</td>\n",
       "      <td>63.0±2.0</td>\n",
       "      <td>0.3±0.01</td>\n",
       "      <td>74.0±3.0</td>\n",
       "      <td>0.43±0.01</td>\n",
       "      <td>0.61±0.01</td>\n",
       "      <td>0.46±0.01</td>\n",
       "      <td></td>\n",
       "      <td>mdl</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4Fe2+</th>\n",
       "      <td>3.32±0.01</td>\n",
       "      <td>1.4</td>\n",
       "      <td>5.6</td>\n",
       "      <td>120.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.7 0.7 0.7</td>\n",
       "      <td>2.2±0.3</td>\n",
       "      <td>1.33±0.01</td>\n",
       "      <td>1.34±0.01</td>\n",
       "      <td>0.29±0.03</td>\n",
       "      <td></td>\n",
       "      <td>html</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>.</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>ε</td>\n",
       "      <td></td>\n",
       "      <td>ln(R)</td>\n",
       "      <td>α</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>RelaxFe2+</th>\n",
       "      <td>6.0±0.4</td>\n",
       "      <td>1.4</td>\n",
       "      <td>1.75±0.06</td>\n",
       "      <td>88.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.41±0.04</td>\n",
       "      <td>0.8</td>\n",
       "      <td>3.9±0.3</td>\n",
       "      <td>1.25±0.01</td>\n",
       "      <td>1.05±0.01</td>\n",
       "      <td>0.4±0.03</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>..</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"6\" valign=\"top\">t5</th>\n",
       "      <th>4Fe3+</th>\n",
       "      <td>44.14±0.01</td>\n",
       "      <td>0.56±0.01</td>\n",
       "      <td>-2.61±0.01</td>\n",
       "      <td>496.3±0.6</td>\n",
       "      <td>33.0</td>\n",
       "      <td>80.0</td>\n",
       "      <td>0.51±0.02</td>\n",
       "      <td>44.0±2.0</td>\n",
       "      <td>0.42±0.01</td>\n",
       "      <td>0.75±0.01</td>\n",
       "      <td>0.32±0.01</td>\n",
       "      <td></td>\n",
       "      <td>spc</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>MFe3+</th>\n",
       "      <td>48.0±3.0</td>\n",
       "      <td>0.56±0.01</td>\n",
       "      <td>-2.05±0.02</td>\n",
       "      <td>508.4±0.5</td>\n",
       "      <td>33.0±1.0</td>\n",
       "      <td>74.0±2.0</td>\n",
       "      <td>0.32±0.01</td>\n",
       "      <td>52.0±2.0</td>\n",
       "      <td>0.43±0.01</td>\n",
       "      <td>0.59±0.01</td>\n",
       "      <td>0.44±0.01</td>\n",
       "      <td></td>\n",
       "      <td>mdl</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4Fe2+</th>\n",
       "      <td>2.82±0.01</td>\n",
       "      <td>1.4</td>\n",
       "      <td>5.5</td>\n",
       "      <td>120.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.7 0.7 0.7</td>\n",
       "      <td>1.1±0.2</td>\n",
       "      <td>1.23±0.01</td>\n",
       "      <td>1.43±0.01</td>\n",
       "      <td>0.19±0.04</td>\n",
       "      <td></td>\n",
       "      <td>html</td>\n",
       "      <td>file:///C:/Users/Сергей/Google Диск/VostrovMos...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>.</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>ε</td>\n",
       "      <td></td>\n",
       "      <td>ln(R)</td>\n",
       "      <td>α</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>RelaxFe2+</th>\n",
       "      <td>5.0±1.0</td>\n",
       "      <td>1.4</td>\n",
       "      <td>1.64±0.07</td>\n",
       "      <td>88.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.9</td>\n",
       "      <td>0.8</td>\n",
       "      <td>2.8±0.3</td>\n",
       "      <td>1.2±0.01</td>\n",
       "      <td>1.1±0.01</td>\n",
       "      <td>0.35±0.04</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>..</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                      He                                                 \\\n",
       "                       I          δ       e^2qQ          Hn           θ   \n",
       "t1 4Fe3+             0.0        0.1        -2.7       500.0        33.0   \n",
       "   MFe3+        24.5±0.6  0.56±0.01  -1.76±0.01   529.0±2.0    53.0±0.2   \n",
       "   4Fe2+       67.2±0.01  1.36±0.01   5.59±0.01   123.3±0.1         0.0   \n",
       "   .                                          ε                   ln(R)   \n",
       "   RelaxFe2+     8.3±0.5        1.4   1.74±0.04  80.21±0.02         0.0   \n",
       "   ..                                                                     \n",
       "t2 4Fe3+             0.0        0.1        -2.7       500.0        33.0   \n",
       "   MFe3+        58.7±0.4  0.56±0.01  -1.92±0.01   526.0±1.0  60.81±0.08   \n",
       "   4Fe2+      25.22±0.01  1.36±0.01   5.55±0.03   117.1±0.8         0.0   \n",
       "   .                                          ε                   ln(R)   \n",
       "   RelaxFe2+    16.1±0.5        1.4   1.68±0.02   82.9±0.03         0.0   \n",
       "   ..                                                                     \n",
       "t3 4Fe3+             0.0        0.6        -2.7       500.0        33.0   \n",
       "   MFe3+        69.1±0.5  0.56±0.01  -2.01±0.01   527.0±1.0   62.9±0.06   \n",
       "   4Fe2+       8.86±0.01        1.4     5.6±0.1       120.0         0.0   \n",
       "   .                                          ε                   ln(R)   \n",
       "   RelaxFe2+    22.1±0.6        1.4   1.69±0.02    87.0±5.0         0.0   \n",
       "   ..                                                                     \n",
       "t4 4Fe3+      18.86±0.01  0.58±0.01  -2.49±0.01   497.9±0.7        34.3   \n",
       "   MFe3+        71.9±0.9  0.55±0.01  -2.13±0.01   508.6±0.6    35.0±2.0   \n",
       "   4Fe2+       3.32±0.01        1.4         5.6       120.0         0.0   \n",
       "   .                                          ε                   ln(R)   \n",
       "   RelaxFe2+     6.0±0.4        1.4   1.75±0.06        88.0         0.0   \n",
       "   ..                                                                     \n",
       "t5 4Fe3+      44.14±0.01  0.56±0.01  -2.61±0.01   496.3±0.6        33.0   \n",
       "   MFe3+        48.0±3.0  0.56±0.01  -2.05±0.02   508.4±0.5    33.0±1.0   \n",
       "   4Fe2+       2.82±0.01        1.4         5.5       120.0         0.0   \n",
       "   .                                          ε                   ln(R)   \n",
       "   RelaxFe2+     5.0±1.0        1.4   1.64±0.07        88.0         0.0   \n",
       "   ..                                                                     \n",
       "\n",
       "                                                              RT             \\\n",
       "                      φ                              Γ         I          δ   \n",
       "t1 4Fe3+           90.0                            0.0       0.0        0.4   \n",
       "   MFe3+            0.0                      0.42±0.01  22.4±0.2  0.45±0.01   \n",
       "   4Fe2+            0.0  0.46±0.01 0.36±0.01 0.33±0.01  69.0±0.5  1.22±0.01   \n",
       "   .                  α                                                       \n",
       "   RelaxFe2+    0.7±0.1                            0.8   8.5±0.5  1.33±0.01   \n",
       "   ..                                                                         \n",
       "t2 4Fe3+           90.0                            0.0       0.0        0.4   \n",
       "   MFe3+       0.0±0.01                      0.42±0.01  57.7±0.3  0.45±0.01   \n",
       "   4Fe2+            0.0   0.78±0.04 0.58±0.03 0.4±0.02  25.8±0.5  1.21±0.01   \n",
       "   .                  α                                                       \n",
       "   RelaxFe2+  0.33±0.06                            0.8  16.4±0.6  1.29±0.01   \n",
       "   ..                                                                         \n",
       "t3 4Fe3+           90.0                            0.3       0.0        0.4   \n",
       "   MFe3+           -0.0                      0.45±0.01  68.9±0.8  0.43±0.01   \n",
       "   4Fe2+            0.0                    0.7 0.7 0.7   8.9±0.7   1.2±0.01   \n",
       "   .                  α                                                       \n",
       "   RelaxFe2+   0.8±0.04                            0.8  22.0±1.0  1.28±0.01   \n",
       "   ..                                                                         \n",
       "t4 4Fe3+           72.2                      0.36±0.02  20.0±3.0  0.43±0.01   \n",
       "   MFe3+       63.0±2.0                       0.3±0.01  74.0±3.0  0.43±0.01   \n",
       "   4Fe2+            0.0                    0.7 0.7 0.7   2.2±0.3  1.33±0.01   \n",
       "   .                  α                                                       \n",
       "   RelaxFe2+  0.41±0.04                            0.8   3.9±0.3  1.25±0.01   \n",
       "   ..                                                                         \n",
       "t5 4Fe3+           80.0                      0.51±0.02  44.0±2.0  0.42±0.01   \n",
       "   MFe3+       74.0±2.0                      0.32±0.01  52.0±2.0  0.43±0.01   \n",
       "   4Fe2+            0.0                    0.7 0.7 0.7   1.1±0.2  1.23±0.01   \n",
       "   .                  α                                                       \n",
       "   RelaxFe2+        0.9                            0.8   2.8±0.3   1.2±0.01   \n",
       "   ..                                                                         \n",
       "\n",
       "                                       data  \\\n",
       "                      ε          Γ  Q  data   \n",
       "t1 4Fe3+            0.8        0.0      spc   \n",
       "   MFe3+      0.51±0.01  0.42±0.01      mdl   \n",
       "   4Fe2+      1.48±0.01  0.26±0.01     html   \n",
       "   .                                          \n",
       "   RelaxFe2+  1.06±0.02  0.62±0.03            \n",
       "   ..                                         \n",
       "t2 4Fe3+            0.8        0.0      spc   \n",
       "   MFe3+      0.55±0.01  0.42±0.01      mdl   \n",
       "   4Fe2+      1.47±0.01  0.26±0.01     html   \n",
       "   .                                          \n",
       "   RelaxFe2+  1.08±0.01  0.64±0.02            \n",
       "   ..                                         \n",
       "t3 4Fe3+            0.8        0.0      spc   \n",
       "   MFe3+      0.58±0.01  0.42±0.01      mdl   \n",
       "   4Fe2+      1.47±0.01        0.3     html   \n",
       "   .                                          \n",
       "   RelaxFe2+  1.14±0.02  0.69±0.03            \n",
       "   ..                                         \n",
       "t4 4Fe3+      0.72±0.01  0.29±0.01      spc   \n",
       "   MFe3+      0.61±0.01  0.46±0.01      mdl   \n",
       "   4Fe2+      1.34±0.01  0.29±0.03     html   \n",
       "   .                                          \n",
       "   RelaxFe2+  1.05±0.01   0.4±0.03            \n",
       "   ..                                         \n",
       "t5 4Fe3+      0.75±0.01  0.32±0.01      spc   \n",
       "   MFe3+      0.59±0.01  0.44±0.01      mdl   \n",
       "   4Fe2+      1.43±0.01  0.19±0.04     html   \n",
       "   .                                          \n",
       "   RelaxFe2+   1.1±0.01  0.35±0.04            \n",
       "   ..                                         \n",
       "\n",
       "                                                                 \n",
       "                                                           link  \n",
       "t1 4Fe3+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   MFe3+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   4Fe2+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   .                                                             \n",
       "   RelaxFe2+                                                     \n",
       "   ..                                                            \n",
       "t2 4Fe3+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   MFe3+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   4Fe2+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   .                                                             \n",
       "   RelaxFe2+                                                     \n",
       "   ..                                                            \n",
       "t3 4Fe3+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   MFe3+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   4Fe2+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   .                                                             \n",
       "   RelaxFe2+                                                     \n",
       "   ..                                                            \n",
       "t4 4Fe3+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   MFe3+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   4Fe2+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   .                                                             \n",
       "   RelaxFe2+                                                     \n",
       "   ..                                                            \n",
       "t5 4Fe3+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   MFe3+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   4Fe2+      file:///C:/Users/Сергей/Google Диск/VostrovMos...  \n",
       "   .                                                             \n",
       "   RelaxFe2+                                                     \n",
       "   ..                                                            "
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "table"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "writer = pd.ExcelWriter(r\"tableMn03.xlsx\", engine = 'openpyxl')\n",
    "table.to_excel(writer, sheet_name='Mn')\n",
    "writer.save()\n",
    "#writer.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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