scopusJournalRankChecker.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "#return unavailable message if element has no text\n",
    "def getText(elem):\n",
    "    try:\n",
    "        msg = elem.text  \n",
    "        msg = msg.replace('<br>', '')\n",
    "    except:\n",
    "        msg = \"\"\n",
    "\n",
    "    if msg is None:\n",
    "        msg = \"not available\"\n",
    "\n",
    "    return msg\n",
    "\n",
    "\n",
    "def searchOpenURL(row):\n",
    "    '''(pandas.DataFrame) --> pandas.Series\n",
    "    \n",
    "    This function takes a row of a pandas DataFram and gets the ISSN of a journal. When used with the pandas apply function, this function uses the ISSNs to run a HTTP query against a library OpenURL link resolver server, retrieves the XML response, and parses out the package name and coverage dates. Using getText, this function returns two columns in a panda Series for each row: a statement of availability, and a statement of coverage (package names and the dates they cover).\n",
    "    \n",
    "    '''\n",
    "    # Create and run an HTTP request against the open URL link resolver \n",
    "    r = requests.get('http://na01.alma.exlibrisgroup.com/view/uresolver/01UTON_UW/openurl?svc_dat=CTO&issn={}'.format(row['q_issn']))\n",
    "    # Parse the XML response and store it as root\n",
    "    root = ElementTree.fromstring(r.content)\n",
    "    # Create a dict of namespace values for use later on, so that the queries of the stored XML response can be cleaner\n",
    "    ns = {'resolver': 'http://com/exlibris/urm/uresolver/xmlbeans/u'}\n",
    "    # Create an empty dict that will be used to store the coverage statements for each journal. Key will be the package name, value will be the coverage dates.\n",
    "    coverage_statement = {}\n",
    "    \n",
    "    # get all full-text services\n",
    "    \n",
    "    # if there is a full-text service\n",
    "    if root.findall('.//resolver:context_service[@service_type=\"getFullTxt\"]',ns) != []:\n",
    "        # set the availability statement to show that there is a full-text\n",
    "        avail_statement = 'Full-text available'\n",
    "        print('Full-text available for ' + row['q_issn'])\n",
    "        # for each full-text service\n",
    "        for service in root.findall('.//resolver:context_service[@service_type=\"getFullTxt\"]',ns):\n",
    "            # Create empty str variables to store the details of the full-text service\n",
    "            servicePackageName = ''\n",
    "            serviceCoverage = ''\n",
    "            # get package name of the full-text service and add it to the temporary str variable\n",
    "            package = service.find('.//resolver:key[@id=\"package_public_name\"]',ns)\n",
    "            servicePackageName = getText(package)\n",
    "            \n",
    "            # get coverage date statement of the full-text service and add it to the temptorary str variable\n",
    "            avail = service.find('.//resolver:key[@id=\"Availability\"]',ns)\n",
    "            serviceCoverage = getText(avail)\n",
    "            # Add the details of this full-text service to the dict\n",
    "            coverage_statement[servicePackageName] = serviceCoverage\n",
    "    # When there is no full-text service\n",
    "    else:\n",
    "        # set the availability statement to show that there is no full-text\n",
    "        avail_statement = 'No full-text available'\n",
    "        print('Full-text not available for ' + row['q_issn'])\n",
    "    # Return the availability and coverage statements as a pandas Series\n",
    "    return pd.Series([avail_statement, coverage_statement])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "def coverageStatement_availParser(row):\n",
    "    '''\n",
    "    (pd.Series) -> pd.Series\n",
    "    \n",
    "    This function parses out info from the coverage statements for all packages, and updates the availability statements for the journals to reflect those journals that don't have full-text coverage, those that do up to the present, those with embargo and those with full-text access, but not to the present.\n",
    "    \n",
    "    '''\n",
    "    # Create an empy str for the coverage statement value\n",
    "    avail_statement = ''\n",
    "    # Only do run this function if there are full-text resources\n",
    "    if row['coverage'] != {}:\n",
    "        # Create an empty variable that will change if the function should stop\n",
    "        stop = 0\n",
    "        # Check all coverage statements in the dict, and if any ONE of them doesn't contain the words 'most recent' or 'until' (i.e., its up to the current), set the availability statement to available to present and stop.\n",
    "        for value in row['coverage'].values():\n",
    "            # Skip values that don't contain any data\n",
    "            if value != '':\n",
    "                if not any(s in value for s in ('Most recent', 'until')):\n",
    "                    avail_statement = 'Full-text available to present'\n",
    "                    stop = 1\n",
    "                    break\n",
    "        # If there was no coverage statement where there was full-text to the present, continue\n",
    "        if stop == 0:\n",
    "            for value in row['coverage'].values():\n",
    "                if value != '':\n",
    "                    # If there is any ONE line coverage statement that is for an embargo\n",
    "                    if 'Most recent' in value:\n",
    "                        avail_statement = 'Full-text available with embargo'\n",
    "                        stop = 1\n",
    "                        break\n",
    "        # If there is no statement up to the present, nor for an embargo, then it must be available, but not complete.\n",
    "        if stop == 0:\n",
    "            for value in row['coverage'].values():\n",
    "                if value != '':\n",
    "                    if 'until' in value:\n",
    "                        avail_statement = 'Full-text available, but not complete'\n",
    "    else:\n",
    "        avail_statement = 'No full-text available'\n",
    "    return pd.Series([avail_statement])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import requests\n",
    "import xml.etree.ElementTree as ElementTree\n",
    "import re"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_rank = pd.read_csv('Data/sjrOrganicChemistry.csv', sep=';')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_rank = df_rank[:100]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
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       "      <th></th>\n",
       "      <th>Rank</th>\n",
       "      <th>Sourceid</th>\n",
       "      <th>Title</th>\n",
       "      <th>Type</th>\n",
       "      <th>Issn</th>\n",
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       "      <td>United States</td>\n",
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       "      <td>Organic Chemistry (Q1)</td>\n",
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       "      <td>4,38</td>\n",
       "      <td>51,39</td>\n",
       "      <td>United States</td>\n",
       "      <td>American Chemical Society</td>\n",
       "      <td>1990-ongoing</td>\n",
       "      <td>Bioengineering (Q1); Biomedical Engineering (Q...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>17</td>\n",
       "      <td>26423</td>\n",
       "      <td>Organometallics</td>\n",
       "      <td>journal</td>\n",
       "      <td>15206041, 02767333</td>\n",
       "      <td>1,473</td>\n",
       "      <td>Q1</td>\n",
       "      <td>162</td>\n",
       "      <td>554</td>\n",
       "      <td>1769</td>\n",
       "      <td>34384</td>\n",
       "      <td>6787</td>\n",
       "      <td>1735</td>\n",
       "      <td>4,06</td>\n",
       "      <td>62,06</td>\n",
       "      <td>United States</td>\n",
       "      <td>American Chemical Society</td>\n",
       "      <td>1982-ongoing</td>\n",
       "      <td>Inorganic Chemistry (Q1); Organic Chemistry (Q...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>18</td>\n",
       "      <td>19900191733</td>\n",
       "      <td>ChemCatChem</td>\n",
       "      <td>journal</td>\n",
       "      <td>18673880, 18673899</td>\n",
       "      <td>1,472</td>\n",
       "      <td>Q1</td>\n",
       "      <td>86</td>\n",
       "      <td>687</td>\n",
       "      <td>1664</td>\n",
       "      <td>42132</td>\n",
       "      <td>7548</td>\n",
       "      <td>1589</td>\n",
       "      <td>4,42</td>\n",
       "      <td>61,33</td>\n",
       "      <td>Germany</td>\n",
       "      <td>Wiley - VCH Verlag GmbH &amp; CO. KGaA</td>\n",
       "      <td>2009-ongoing</td>\n",
       "      <td>Catalysis (Q1); Inorganic Chemistry (Q1); Orga...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>19</td>\n",
       "      <td>26554</td>\n",
       "      <td>Advances in Physical Organic Chemistry</td>\n",
       "      <td>book series</td>\n",
       "      <td>00653160</td>\n",
       "      <td>1,426</td>\n",
       "      <td>Q1</td>\n",
       "      <td>28</td>\n",
       "      <td>4</td>\n",
       "      <td>16</td>\n",
       "      <td>295</td>\n",
       "      <td>26</td>\n",
       "      <td>8</td>\n",
       "      <td>5,25</td>\n",
       "      <td>73,75</td>\n",
       "      <td>United States</td>\n",
       "      <td>Elsevier Inc.</td>\n",
       "      <td>1963-1971, 1973, 1975-1978, 1981-1985, 1987-19...</td>\n",
       "      <td>Organic Chemistry (Q1); Physical and Theoretic...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>20</td>\n",
       "      <td>25801</td>\n",
       "      <td>Carbohydrate Polymers</td>\n",
       "      <td>journal</td>\n",
       "      <td>01448617</td>\n",
       "      <td>1,377</td>\n",
       "      <td>Q1</td>\n",
       "      <td>172</td>\n",
       "      <td>1269</td>\n",
       "      <td>3660</td>\n",
       "      <td>59404</td>\n",
       "      <td>22280</td>\n",
       "      <td>3617</td>\n",
       "      <td>6,23</td>\n",
       "      <td>46,81</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Elsevier Ltd.</td>\n",
       "      <td>1981-ongoing</td>\n",
       "      <td>Materials Chemistry (Q1); Organic Chemistry (Q...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>21</td>\n",
       "      <td>25879</td>\n",
       "      <td>International Journal of Molecular Sciences</td>\n",
       "      <td>journal</td>\n",
       "      <td>14220067</td>\n",
       "      <td>1,312</td>\n",
       "      <td>Q1</td>\n",
       "      <td>114</td>\n",
       "      <td>4150</td>\n",
       "      <td>6662</td>\n",
       "      <td>304207</td>\n",
       "      <td>28653</td>\n",
       "      <td>6565</td>\n",
       "      <td>4,21</td>\n",
       "      <td>73,30</td>\n",
       "      <td>Switzerland</td>\n",
       "      <td>Multidisciplinary Digital Publishing Institute...</td>\n",
       "      <td>2000-ongoing</td>\n",
       "      <td>Catalysis (Q1); Computer Science Applications ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>22</td>\n",
       "      <td>25939</td>\n",
       "      <td>Macromolecular Rapid Communications</td>\n",
       "      <td>journal</td>\n",
       "      <td>10221336, 15213927</td>\n",
       "      <td>1,310</td>\n",
       "      <td>Q1</td>\n",
       "      <td>139</td>\n",
       "      <td>326</td>\n",
       "      <td>808</td>\n",
       "      <td>16127</td>\n",
       "      <td>3075</td>\n",
       "      <td>775</td>\n",
       "      <td>3,87</td>\n",
       "      <td>49,47</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>John Wiley &amp; Sons Ltd.</td>\n",
       "      <td>1994-ongoing</td>\n",
       "      <td>Materials Chemistry (Q1); Organic Chemistry (Q...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>23</td>\n",
       "      <td>23053</td>\n",
       "      <td>Journal of Natural Products</td>\n",
       "      <td>journal</td>\n",
       "      <td>01633864, 15206025</td>\n",
       "      <td>1,271</td>\n",
       "      <td>Q1</td>\n",
       "      <td>124</td>\n",
       "      <td>349</td>\n",
       "      <td>1250</td>\n",
       "      <td>12487</td>\n",
       "      <td>5112</td>\n",
       "      <td>1218</td>\n",
       "      <td>4,36</td>\n",
       "      <td>35,78</td>\n",
       "      <td>United States</td>\n",
       "      <td>American Chemical Society</td>\n",
       "      <td>1949, 1971, 1973, 1978-ongoing</td>\n",
       "      <td>Analytical Chemistry (Q1); Complementary and A...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>24</td>\n",
       "      <td>26400</td>\n",
       "      <td>Organic Process Research &amp; Development</td>\n",
       "      <td>journal</td>\n",
       "      <td>1520586X, 10836160</td>\n",
       "      <td>1,243</td>\n",
       "      <td>Q1</td>\n",
       "      <td>95</td>\n",
       "      <td>220</td>\n",
       "      <td>709</td>\n",
       "      <td>7917</td>\n",
       "      <td>2325</td>\n",
       "      <td>677</td>\n",
       "      <td>3,36</td>\n",
       "      <td>35,99</td>\n",
       "      <td>United States</td>\n",
       "      <td>American Chemical Society</td>\n",
       "      <td>1997-ongoing</td>\n",
       "      <td>Organic Chemistry (Q1); Physical and Theoretic...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>25</td>\n",
       "      <td>17464</td>\n",
       "      <td>European Journal of Medicinal Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>02235234</td>\n",
       "      <td>1,210</td>\n",
       "      <td>Q1</td>\n",
       "      <td>135</td>\n",
       "      <td>1004</td>\n",
       "      <td>2391</td>\n",
       "      <td>55504</td>\n",
       "      <td>12261</td>\n",
       "      <td>2377</td>\n",
       "      <td>4,94</td>\n",
       "      <td>55,28</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>Elsevier BV</td>\n",
       "      <td>1974-ongoing</td>\n",
       "      <td>Drug Discovery (Q1); Medicine (miscellaneous) ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>26</td>\n",
       "      <td>19700177127</td>\n",
       "      <td>ACS Medicinal Chemistry Letters</td>\n",
       "      <td>journal</td>\n",
       "      <td>19485875</td>\n",
       "      <td>1,202</td>\n",
       "      <td>Q1</td>\n",
       "      <td>52</td>\n",
       "      <td>246</td>\n",
       "      <td>678</td>\n",
       "      <td>6280</td>\n",
       "      <td>2379</td>\n",
       "      <td>645</td>\n",
       "      <td>3,75</td>\n",
       "      <td>25,53</td>\n",
       "      <td>United States</td>\n",
       "      <td>American Chemical Society</td>\n",
       "      <td>2010-ongoing</td>\n",
       "      <td>Drug Discovery (Q1); Organic Chemistry (Q1); B...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>27</td>\n",
       "      <td>130000</td>\n",
       "      <td>Journal of Chromatography A</td>\n",
       "      <td>journal</td>\n",
       "      <td>00219673</td>\n",
       "      <td>1,188</td>\n",
       "      <td>Q1</td>\n",
       "      <td>210</td>\n",
       "      <td>802</td>\n",
       "      <td>2931</td>\n",
       "      <td>31174</td>\n",
       "      <td>11035</td>\n",
       "      <td>2874</td>\n",
       "      <td>3,81</td>\n",
       "      <td>38,87</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>Elsevier BV</td>\n",
       "      <td>1958-ongoing</td>\n",
       "      <td>Analytical Chemistry (Q1); Medicine (miscellan...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>28</td>\n",
       "      <td>16944</td>\n",
       "      <td>ChemBioChem</td>\n",
       "      <td>journal</td>\n",
       "      <td>14394227, 14397633</td>\n",
       "      <td>1,155</td>\n",
       "      <td>Q1</td>\n",
       "      <td>117</td>\n",
       "      <td>357</td>\n",
       "      <td>1039</td>\n",
       "      <td>15756</td>\n",
       "      <td>2707</td>\n",
       "      <td>1001</td>\n",
       "      <td>2,64</td>\n",
       "      <td>44,13</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>John Wiley &amp; Sons Ltd.</td>\n",
       "      <td>2000-ongoing</td>\n",
       "      <td>Organic Chemistry (Q1); Biochemistry (Q2); Mol...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>29</td>\n",
       "      <td>4800156201</td>\n",
       "      <td>Chemistry - An Asian Journal</td>\n",
       "      <td>journal</td>\n",
       "      <td>18614728, 1861471X</td>\n",
       "      <td>1,128</td>\n",
       "      <td>Q1</td>\n",
       "      <td>93</td>\n",
       "      <td>507</td>\n",
       "      <td>1260</td>\n",
       "      <td>33768</td>\n",
       "      <td>4449</td>\n",
       "      <td>1227</td>\n",
       "      <td>3,69</td>\n",
       "      <td>66,60</td>\n",
       "      <td>Germany</td>\n",
       "      <td>Wiley - V C H Verlag GmbbH &amp; Co.</td>\n",
       "      <td>2006-ongoing</td>\n",
       "      <td>Chemistry (miscellaneous) (Q1); Organic Chemis...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>30</td>\n",
       "      <td>26388</td>\n",
       "      <td>Organic and Biomolecular Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>14770520, 14770539</td>\n",
       "      <td>1,119</td>\n",
       "      <td>Q1</td>\n",
       "      <td>130</td>\n",
       "      <td>1150</td>\n",
       "      <td>3840</td>\n",
       "      <td>60716</td>\n",
       "      <td>12997</td>\n",
       "      <td>3772</td>\n",
       "      <td>3,55</td>\n",
       "      <td>52,80</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Royal Society of Chemistry</td>\n",
       "      <td>2003-ongoing</td>\n",
       "      <td>Organic Chemistry (Q1); Physical and Theoretic...</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",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>71</td>\n",
       "      <td>26489</td>\n",
       "      <td>Starch/Staerke</td>\n",
       "      <td>journal</td>\n",
       "      <td>00389056, 1521379X</td>\n",
       "      <td>0,625</td>\n",
       "      <td>Q2</td>\n",
       "      <td>71</td>\n",
       "      <td>168</td>\n",
       "      <td>404</td>\n",
       "      <td>7375</td>\n",
       "      <td>861</td>\n",
       "      <td>395</td>\n",
       "      <td>1,81</td>\n",
       "      <td>43,90</td>\n",
       "      <td>Germany</td>\n",
       "      <td>Wiley - V C H Verlag GmbbH &amp; Co.</td>\n",
       "      <td>1949-1959, 1961-ongoing</td>\n",
       "      <td>Food Science (Q2); Organic Chemistry (Q2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>72</td>\n",
       "      <td>26514</td>\n",
       "      <td>Tetrahedron Letters</td>\n",
       "      <td>journal</td>\n",
       "      <td>00404039</td>\n",
       "      <td>0,621</td>\n",
       "      <td>Q2</td>\n",
       "      <td>159</td>\n",
       "      <td>965</td>\n",
       "      <td>4113</td>\n",
       "      <td>39941</td>\n",
       "      <td>8749</td>\n",
       "      <td>4053</td>\n",
       "      <td>2,33</td>\n",
       "      <td>41,39</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Elsevier Ltd.</td>\n",
       "      <td>1959-ongoing</td>\n",
       "      <td>Drug Discovery (Q2); Organic Chemistry (Q2); B...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>73</td>\n",
       "      <td>21880</td>\n",
       "      <td>Cereal Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>00090352</td>\n",
       "      <td>0,619</td>\n",
       "      <td>Q2</td>\n",
       "      <td>90</td>\n",
       "      <td>84</td>\n",
       "      <td>327</td>\n",
       "      <td>3481</td>\n",
       "      <td>455</td>\n",
       "      <td>324</td>\n",
       "      <td>1,33</td>\n",
       "      <td>41,44</td>\n",
       "      <td>United States</td>\n",
       "      <td>American Association of Cereal Chemists, Inc.</td>\n",
       "      <td>1974, 1978-1979, 1981, 1983-1984, 1986, 1989, ...</td>\n",
       "      <td>Food Science (Q2); Organic Chemistry (Q2)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>74</td>\n",
       "      <td>24088</td>\n",
       "      <td>Rapid Communications in Mass Spectrometry</td>\n",
       "      <td>journal</td>\n",
       "      <td>09514198, 10970231</td>\n",
       "      <td>0,610</td>\n",
       "      <td>Q2</td>\n",
       "      <td>126</td>\n",
       "      <td>276</td>\n",
       "      <td>845</td>\n",
       "      <td>9872</td>\n",
       "      <td>1628</td>\n",
       "      <td>801</td>\n",
       "      <td>2,00</td>\n",
       "      <td>35,77</td>\n",
       "      <td>United States</td>\n",
       "      <td>John Wiley &amp; Sons Inc.</td>\n",
       "      <td>1987-ongoing</td>\n",
       "      <td>Analytical Chemistry (Q2); Organic Chemistry (...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>75</td>\n",
       "      <td>19700188408</td>\n",
       "      <td>Artificial DNA: PNA and XNA</td>\n",
       "      <td>journal</td>\n",
       "      <td>19490968, 1949095X</td>\n",
       "      <td>0,609</td>\n",
       "      <td>Q2</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>2,00</td>\n",
       "      <td>0,00</td>\n",
       "      <td>United States</td>\n",
       "      <td>Landes Bioscience</td>\n",
       "      <td>2010-2014, 2016-ongoing</td>\n",
       "      <td>Medicine (miscellaneous) (Q2); Organic Chemist...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>76</td>\n",
       "      <td>21190</td>\n",
       "      <td>Drug Development and Industrial Pharmacy</td>\n",
       "      <td>journal</td>\n",
       "      <td>03639045, 15205762</td>\n",
       "      <td>0,608</td>\n",
       "      <td>Q2</td>\n",
       "      <td>78</td>\n",
       "      <td>229</td>\n",
       "      <td>667</td>\n",
       "      <td>9545</td>\n",
       "      <td>1525</td>\n",
       "      <td>660</td>\n",
       "      <td>2,36</td>\n",
       "      <td>41,68</td>\n",
       "      <td>United States</td>\n",
       "      <td>Marcel Dekker Inc.</td>\n",
       "      <td>1974, 1976-ongoing</td>\n",
       "      <td>Drug Discovery (Q2); Organic Chemistry (Q2); P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>77</td>\n",
       "      <td>14456</td>\n",
       "      <td>Polymer International</td>\n",
       "      <td>journal</td>\n",
       "      <td>10970126, 09598103</td>\n",
       "      <td>0,603</td>\n",
       "      <td>Q2</td>\n",
       "      <td>95</td>\n",
       "      <td>185</td>\n",
       "      <td>610</td>\n",
       "      <td>8816</td>\n",
       "      <td>1406</td>\n",
       "      <td>594</td>\n",
       "      <td>2,50</td>\n",
       "      <td>47,65</td>\n",
       "      <td>United States</td>\n",
       "      <td>John Wiley &amp; Sons Inc.</td>\n",
       "      <td>1991-ongoing</td>\n",
       "      <td>Polymers and Plastics (Q1); Materials Chemistr...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>78</td>\n",
       "      <td>24819</td>\n",
       "      <td>Natural Product Research</td>\n",
       "      <td>journal</td>\n",
       "      <td>14786419</td>\n",
       "      <td>0,602</td>\n",
       "      <td>Q2</td>\n",
       "      <td>42</td>\n",
       "      <td>1200</td>\n",
       "      <td>1514</td>\n",
       "      <td>17006</td>\n",
       "      <td>2750</td>\n",
       "      <td>1365</td>\n",
       "      <td>2,06</td>\n",
       "      <td>14,17</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Taylor &amp; Francis</td>\n",
       "      <td>2003-ongoing</td>\n",
       "      <td>Analytical Chemistry (Q2); Organic Chemistry (...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>79</td>\n",
       "      <td>25283</td>\n",
       "      <td>Journal of Fluorine Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>00221139</td>\n",
       "      <td>0,599</td>\n",
       "      <td>Q2</td>\n",
       "      <td>82</td>\n",
       "      <td>168</td>\n",
       "      <td>635</td>\n",
       "      <td>7576</td>\n",
       "      <td>1312</td>\n",
       "      <td>627</td>\n",
       "      <td>2,08</td>\n",
       "      <td>45,10</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>Elsevier BV</td>\n",
       "      <td>1971-ongoing</td>\n",
       "      <td>Inorganic Chemistry (Q2); Organic Chemistry (Q...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>80</td>\n",
       "      <td>4000150314</td>\n",
       "      <td>Chemical Biology and Drug Design</td>\n",
       "      <td>journal</td>\n",
       "      <td>17470277</td>\n",
       "      <td>0,597</td>\n",
       "      <td>Q2</td>\n",
       "      <td>71</td>\n",
       "      <td>228</td>\n",
       "      <td>632</td>\n",
       "      <td>8675</td>\n",
       "      <td>1455</td>\n",
       "      <td>593</td>\n",
       "      <td>2,40</td>\n",
       "      <td>38,05</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Blackwell</td>\n",
       "      <td>2006-ongoing</td>\n",
       "      <td>Drug Discovery (Q2); Organic Chemistry (Q2); P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>81</td>\n",
       "      <td>14858</td>\n",
       "      <td>Biophysical Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>03014622</td>\n",
       "      <td>0,591</td>\n",
       "      <td>Q2</td>\n",
       "      <td>89</td>\n",
       "      <td>74</td>\n",
       "      <td>276</td>\n",
       "      <td>3469</td>\n",
       "      <td>486</td>\n",
       "      <td>268</td>\n",
       "      <td>1,75</td>\n",
       "      <td>46,88</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>Elsevier BV</td>\n",
       "      <td>1973-ongoing</td>\n",
       "      <td>Biophysics (Q2); Organic Chemistry (Q2); Bioch...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>82</td>\n",
       "      <td>21100267917</td>\n",
       "      <td>Carbohydrate Chemistry</td>\n",
       "      <td>book series</td>\n",
       "      <td>2041353X, 14651963</td>\n",
       "      <td>0,591</td>\n",
       "      <td>Q2</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>20</td>\n",
       "      <td>0</td>\n",
       "      <td>20</td>\n",
       "      <td>18</td>\n",
       "      <td>1,11</td>\n",
       "      <td>0,00</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Royal Society of Chemistry</td>\n",
       "      <td>2011-ongoing</td>\n",
       "      <td>Organic Chemistry (Q2); Biochemistry (Q3)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>83</td>\n",
       "      <td>21100255503</td>\n",
       "      <td>Journal of Flow Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>2062249X</td>\n",
       "      <td>0,580</td>\n",
       "      <td>Q2</td>\n",
       "      <td>17</td>\n",
       "      <td>20</td>\n",
       "      <td>112</td>\n",
       "      <td>796</td>\n",
       "      <td>198</td>\n",
       "      <td>103</td>\n",
       "      <td>2,23</td>\n",
       "      <td>39,80</td>\n",
       "      <td>Hungary</td>\n",
       "      <td>Akademiai Kiado</td>\n",
       "      <td>2011-ongoing</td>\n",
       "      <td>Fluid Flow and Transfer Processes (Q1); Chemis...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>84</td>\n",
       "      <td>19700185200</td>\n",
       "      <td>Journal of Natural Medicines</td>\n",
       "      <td>journal</td>\n",
       "      <td>18610293</td>\n",
       "      <td>0,569</td>\n",
       "      <td>Q2</td>\n",
       "      <td>37</td>\n",
       "      <td>116</td>\n",
       "      <td>241</td>\n",
       "      <td>3201</td>\n",
       "      <td>491</td>\n",
       "      <td>234</td>\n",
       "      <td>2,15</td>\n",
       "      <td>27,59</td>\n",
       "      <td>Germany</td>\n",
       "      <td>Springer Verlag</td>\n",
       "      <td>2006-ongoing</td>\n",
       "      <td>Complementary and Alternative Medicine (Q1); D...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>85</td>\n",
       "      <td>26513</td>\n",
       "      <td>Tetrahedron Asymmetry</td>\n",
       "      <td>journal</td>\n",
       "      <td>1362511X, 09574166</td>\n",
       "      <td>0,560</td>\n",
       "      <td>Q2</td>\n",
       "      <td>102</td>\n",
       "      <td>0</td>\n",
       "      <td>517</td>\n",
       "      <td>0</td>\n",
       "      <td>959</td>\n",
       "      <td>513</td>\n",
       "      <td>1,92</td>\n",
       "      <td>0,00</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Elsevier Ltd.</td>\n",
       "      <td>1990-ongoing</td>\n",
       "      <td>Inorganic Chemistry (Q2); Organic Chemistry (Q...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>86</td>\n",
       "      <td>21744</td>\n",
       "      <td>Planta Medica</td>\n",
       "      <td>journal</td>\n",
       "      <td>14390221, 00320943</td>\n",
       "      <td>0,559</td>\n",
       "      <td>Q2</td>\n",
       "      <td>103</td>\n",
       "      <td>157</td>\n",
       "      <td>547</td>\n",
       "      <td>6699</td>\n",
       "      <td>1369</td>\n",
       "      <td>520</td>\n",
       "      <td>2,58</td>\n",
       "      <td>42,67</td>\n",
       "      <td>Germany</td>\n",
       "      <td>Georg Thieme Verlag</td>\n",
       "      <td>1961, 1965-ongoing</td>\n",
       "      <td>Complementary and Alternative Medicine (Q1); A...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>87</td>\n",
       "      <td>25944</td>\n",
       "      <td>Macromolecular Theory and Simulations</td>\n",
       "      <td>journal</td>\n",
       "      <td>15213919, 10221344</td>\n",
       "      <td>0,556</td>\n",
       "      <td>Q2</td>\n",
       "      <td>50</td>\n",
       "      <td>35</td>\n",
       "      <td>147</td>\n",
       "      <td>1539</td>\n",
       "      <td>259</td>\n",
       "      <td>141</td>\n",
       "      <td>1,88</td>\n",
       "      <td>43,97</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>John Wiley &amp; Sons Ltd.</td>\n",
       "      <td>1992-ongoing</td>\n",
       "      <td>Polymers and Plastics (Q1); Condensed Matter P...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>88</td>\n",
       "      <td>11600153417</td>\n",
       "      <td>Current Protocols in Nucleic Acid Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>19349270, 19349289</td>\n",
       "      <td>0,532</td>\n",
       "      <td>Q2</td>\n",
       "      <td>14</td>\n",
       "      <td>19</td>\n",
       "      <td>67</td>\n",
       "      <td>561</td>\n",
       "      <td>43</td>\n",
       "      <td>67</td>\n",
       "      <td>0,76</td>\n",
       "      <td>29,53</td>\n",
       "      <td>United States</td>\n",
       "      <td>Wiley-Liss Inc</td>\n",
       "      <td>2000-ongoing</td>\n",
       "      <td>Medicine (miscellaneous) (Q2); Organic Chemist...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>89</td>\n",
       "      <td>25881</td>\n",
       "      <td>JAOCS, Journal of the American Oil Chemists' S...</td>\n",
       "      <td>journal</td>\n",
       "      <td>0003021X</td>\n",
       "      <td>0,531</td>\n",
       "      <td>Q3</td>\n",
       "      <td>104</td>\n",
       "      <td>139</td>\n",
       "      <td>480</td>\n",
       "      <td>5365</td>\n",
       "      <td>854</td>\n",
       "      <td>461</td>\n",
       "      <td>1,80</td>\n",
       "      <td>38,60</td>\n",
       "      <td>Germany</td>\n",
       "      <td>Springer Verlag</td>\n",
       "      <td>1947-ongoing</td>\n",
       "      <td>Chemical Engineering (miscellaneous) (Q2); Org...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>90</td>\n",
       "      <td>25897</td>\n",
       "      <td>Journal of Organometallic Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>0022328X</td>\n",
       "      <td>0,530</td>\n",
       "      <td>Q3</td>\n",
       "      <td>118</td>\n",
       "      <td>468</td>\n",
       "      <td>1401</td>\n",
       "      <td>26465</td>\n",
       "      <td>2841</td>\n",
       "      <td>1383</td>\n",
       "      <td>2,09</td>\n",
       "      <td>56,55</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>Elsevier BV</td>\n",
       "      <td>1963-ongoing</td>\n",
       "      <td>Inorganic Chemistry (Q2); Materials Chemistry ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>91</td>\n",
       "      <td>16948</td>\n",
       "      <td>Chirality</td>\n",
       "      <td>journal</td>\n",
       "      <td>1520636X, 08990042</td>\n",
       "      <td>0,522</td>\n",
       "      <td>Q3</td>\n",
       "      <td>73</td>\n",
       "      <td>137</td>\n",
       "      <td>341</td>\n",
       "      <td>5428</td>\n",
       "      <td>611</td>\n",
       "      <td>333</td>\n",
       "      <td>1,91</td>\n",
       "      <td>39,62</td>\n",
       "      <td>United States</td>\n",
       "      <td>John Wiley &amp; Sons Inc.</td>\n",
       "      <td>1989-ongoing</td>\n",
       "      <td>Analytical Chemistry (Q2); Drug Discovery (Q2)...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>92</td>\n",
       "      <td>25941</td>\n",
       "      <td>Macromolecular Research</td>\n",
       "      <td>journal</td>\n",
       "      <td>15985032</td>\n",
       "      <td>0,508</td>\n",
       "      <td>Q3</td>\n",
       "      <td>42</td>\n",
       "      <td>195</td>\n",
       "      <td>472</td>\n",
       "      <td>6951</td>\n",
       "      <td>866</td>\n",
       "      <td>466</td>\n",
       "      <td>1,78</td>\n",
       "      <td>35,65</td>\n",
       "      <td>South Korea</td>\n",
       "      <td>Polymer Society of Korea</td>\n",
       "      <td>2002-ongoing</td>\n",
       "      <td>Chemical Engineering (miscellaneous) (Q2); Mat...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>93</td>\n",
       "      <td>25836</td>\n",
       "      <td>Current Organic Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>13852728</td>\n",
       "      <td>0,489</td>\n",
       "      <td>Q3</td>\n",
       "      <td>97</td>\n",
       "      <td>176</td>\n",
       "      <td>550</td>\n",
       "      <td>18386</td>\n",
       "      <td>1019</td>\n",
       "      <td>484</td>\n",
       "      <td>1,92</td>\n",
       "      <td>104,47</td>\n",
       "      <td>United Arab Emirates</td>\n",
       "      <td>Bentham Science Publishers</td>\n",
       "      <td>1997-ongoing</td>\n",
       "      <td>Organic Chemistry (Q3)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>94</td>\n",
       "      <td>15432</td>\n",
       "      <td>Bioscience, Biotechnology and Biochemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>09168451, 13476947</td>\n",
       "      <td>0,487</td>\n",
       "      <td>Q3</td>\n",
       "      <td>104</td>\n",
       "      <td>273</td>\n",
       "      <td>972</td>\n",
       "      <td>9784</td>\n",
       "      <td>1317</td>\n",
       "      <td>954</td>\n",
       "      <td>1,36</td>\n",
       "      <td>35,84</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Taylor &amp; Francis</td>\n",
       "      <td>1988-1989, 1992-ongoing</td>\n",
       "      <td>Analytical Chemistry (Q2); Medicine (miscellan...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>95</td>\n",
       "      <td>29053</td>\n",
       "      <td>Molecular Diversity</td>\n",
       "      <td>journal</td>\n",
       "      <td>1573501X, 13811991</td>\n",
       "      <td>0,482</td>\n",
       "      <td>Q3</td>\n",
       "      <td>54</td>\n",
       "      <td>103</td>\n",
       "      <td>233</td>\n",
       "      <td>5106</td>\n",
       "      <td>495</td>\n",
       "      <td>230</td>\n",
       "      <td>2,07</td>\n",
       "      <td>49,57</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>Kluwer Academic Publishers</td>\n",
       "      <td>1995-1998, 2000, 2003-ongoing</td>\n",
       "      <td>Information Systems (Q2); Medicine (miscellane...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>96</td>\n",
       "      <td>24599</td>\n",
       "      <td>Computational Biology and Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>14769271</td>\n",
       "      <td>0,479</td>\n",
       "      <td>Q3</td>\n",
       "      <td>55</td>\n",
       "      <td>193</td>\n",
       "      <td>371</td>\n",
       "      <td>9324</td>\n",
       "      <td>641</td>\n",
       "      <td>365</td>\n",
       "      <td>1,69</td>\n",
       "      <td>48,31</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Elsevier Ltd.</td>\n",
       "      <td>2003-ongoing</td>\n",
       "      <td>Computational Mathematics (Q2); Biochemistry (...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>97</td>\n",
       "      <td>21100466764</td>\n",
       "      <td>Applied Biological Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>24680842, 24680834</td>\n",
       "      <td>0,461</td>\n",
       "      <td>Q3</td>\n",
       "      <td>16</td>\n",
       "      <td>81</td>\n",
       "      <td>320</td>\n",
       "      <td>2648</td>\n",
       "      <td>441</td>\n",
       "      <td>289</td>\n",
       "      <td>1,69</td>\n",
       "      <td>32,69</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>Springer Netherlands</td>\n",
       "      <td>2016-ongoing</td>\n",
       "      <td>Biochemistry, Genetics and Molecular Biology (...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>98</td>\n",
       "      <td>23050</td>\n",
       "      <td>Journal of Microencapsulation</td>\n",
       "      <td>journal</td>\n",
       "      <td>02652048, 14645246</td>\n",
       "      <td>0,444</td>\n",
       "      <td>Q3</td>\n",
       "      <td>70</td>\n",
       "      <td>59</td>\n",
       "      <td>241</td>\n",
       "      <td>2610</td>\n",
       "      <td>472</td>\n",
       "      <td>239</td>\n",
       "      <td>2,05</td>\n",
       "      <td>44,24</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Taylor &amp; Francis</td>\n",
       "      <td>1984-ongoing</td>\n",
       "      <td>Pharmaceutical Science (Q2); Bioengineering (Q...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>99</td>\n",
       "      <td>24642</td>\n",
       "      <td>Journal of Molecular Structure</td>\n",
       "      <td>journal</td>\n",
       "      <td>00222860</td>\n",
       "      <td>0,434</td>\n",
       "      <td>Q3</td>\n",
       "      <td>89</td>\n",
       "      <td>1205</td>\n",
       "      <td>3318</td>\n",
       "      <td>55009</td>\n",
       "      <td>6938</td>\n",
       "      <td>3287</td>\n",
       "      <td>2,19</td>\n",
       "      <td>45,65</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>Elsevier BV</td>\n",
       "      <td>1967-ongoing</td>\n",
       "      <td>Analytical Chemistry (Q3); Inorganic Chemistry...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>100</td>\n",
       "      <td>21100398885</td>\n",
       "      <td>Carbon Letters</td>\n",
       "      <td>journal</td>\n",
       "      <td>22334998, 19764251</td>\n",
       "      <td>0,423</td>\n",
       "      <td>Q3</td>\n",
       "      <td>11</td>\n",
       "      <td>64</td>\n",
       "      <td>154</td>\n",
       "      <td>2103</td>\n",
       "      <td>287</td>\n",
       "      <td>122</td>\n",
       "      <td>2,31</td>\n",
       "      <td>32,86</td>\n",
       "      <td>South Korea</td>\n",
       "      <td>Korean Carbon Society</td>\n",
       "      <td>2015-ongoing</td>\n",
       "      <td>Ceramics and Composites (Q2); Energy Engineeri...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>100 rows × 19 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    Rank     Sourceid                                              Title  \\\n",
       "0      1        26465                        Progress in Polymer Science   \n",
       "1      2        26371                            Natural Product Reports   \n",
       "2      3        26968  Journal of Photochemistry and Photobiology C: ...   \n",
       "3      4        26396                                    Organic Letters   \n",
       "4      5  21100779404                                     Macromolecules   \n",
       "5      6  21100209317                                  ACS Macro Letters   \n",
       "6      7  21100242403                                      Redox Biology   \n",
       "7      8        23392                     Chemistry - A European Journal   \n",
       "8      9        22669                   Advanced Synthesis and Catalysis   \n",
       "9     10  21100778649  Proceedings - 2016 IEEE Symposium on Security ...   \n",
       "10    11  21100403813                        Organic Chemistry Frontiers   \n",
       "11    12        16313                                               Fuel   \n",
       "12    13        25781                                  Aldrichimica Acta   \n",
       "13    14  19700182678                                  Polymer Chemistry   \n",
       "14    15        25896                       Journal of Organic Chemistry   \n",
       "15    16        16876                             Bioconjugate Chemistry   \n",
       "16    17        26423                                    Organometallics   \n",
       "17    18  19900191733                                        ChemCatChem   \n",
       "18    19        26554             Advances in Physical Organic Chemistry   \n",
       "19    20        25801                              Carbohydrate Polymers   \n",
       "20    21        25879        International Journal of Molecular Sciences   \n",
       "21    22        25939                Macromolecular Rapid Communications   \n",
       "22    23        23053                        Journal of Natural Products   \n",
       "23    24        26400             Organic Process Research & Development   \n",
       "24    25        17464            European Journal of Medicinal Chemistry   \n",
       "25    26  19700177127                    ACS Medicinal Chemistry Letters   \n",
       "26    27       130000                        Journal of Chromatography A   \n",
       "27    28        16944                                        ChemBioChem   \n",
       "28    29   4800156201                       Chemistry - An Asian Journal   \n",
       "29    30        26388                 Organic and Biomolecular Chemistry   \n",
       "..   ...          ...                                                ...   \n",
       "70    71        26489                                     Starch/Staerke   \n",
       "71    72        26514                                Tetrahedron Letters   \n",
       "72    73        21880                                   Cereal Chemistry   \n",
       "73    74        24088          Rapid Communications in Mass Spectrometry   \n",
       "74    75  19700188408                        Artificial DNA: PNA and XNA   \n",
       "75    76        21190           Drug Development and Industrial Pharmacy   \n",
       "76    77        14456                              Polymer International   \n",
       "77    78        24819                           Natural Product Research   \n",
       "78    79        25283                      Journal of Fluorine Chemistry   \n",
       "79    80   4000150314                   Chemical Biology and Drug Design   \n",
       "80    81        14858                              Biophysical Chemistry   \n",
       "81    82  21100267917                             Carbohydrate Chemistry   \n",
       "82    83  21100255503                          Journal of Flow Chemistry   \n",
       "83    84  19700185200                       Journal of Natural Medicines   \n",
       "84    85        26513                              Tetrahedron Asymmetry   \n",
       "85    86        21744                                      Planta Medica   \n",
       "86    87        25944              Macromolecular Theory and Simulations   \n",
       "87    88  11600153417        Current Protocols in Nucleic Acid Chemistry   \n",
       "88    89        25881  JAOCS, Journal of the American Oil Chemists' S...   \n",
       "89    90        25897                Journal of Organometallic Chemistry   \n",
       "90    91        16948                                          Chirality   \n",
       "91    92        25941                            Macromolecular Research   \n",
       "92    93        25836                          Current Organic Chemistry   \n",
       "93    94        15432         Bioscience, Biotechnology and Biochemistry   \n",
       "94    95        29053                                Molecular Diversity   \n",
       "95    96        24599                Computational Biology and Chemistry   \n",
       "96    97  21100466764                       Applied Biological Chemistry   \n",
       "97    98        23050                      Journal of Microencapsulation   \n",
       "98    99        24642                     Journal of Molecular Structure   \n",
       "99   100  21100398885                                     Carbon Letters   \n",
       "\n",
       "                          Type                Issn    SJR SJR Quartile  \\\n",
       "0                      journal            00796700  6,365           Q1   \n",
       "1                      journal  02650568, 14604752  3,552           Q1   \n",
       "2                      journal            13895567  2,943           Q1   \n",
       "3                      journal  15237052, 15237060  2,441           Q1   \n",
       "4                      journal  00249297, 15205835  2,243           Q1   \n",
       "5                      journal            21611653  2,201           Q1   \n",
       "6                      journal            22132317  2,166           Q1   \n",
       "7                      journal  15213765, 09476539  1,842           Q1   \n",
       "8                      journal            16154150  1,817           Q1   \n",
       "9   conference and proceedings            00002016  1,777            -   \n",
       "10                     journal  20524110, 20524129  1,774           Q1   \n",
       "11                     journal            00162361  1,745           Q1   \n",
       "12                     journal            00025100  1,637           Q1   \n",
       "13                     journal  17599954, 17599962  1,618           Q1   \n",
       "14                     journal  15206904, 00223263  1,607           Q1   \n",
       "15                     journal  15204812, 10431802  1,551           Q1   \n",
       "16                     journal  15206041, 02767333  1,473           Q1   \n",
       "17                     journal  18673880, 18673899  1,472           Q1   \n",
       "18                 book series            00653160  1,426           Q1   \n",
       "19                     journal            01448617  1,377           Q1   \n",
       "20                     journal            14220067  1,312           Q1   \n",
       "21                     journal  10221336, 15213927  1,310           Q1   \n",
       "22                     journal  01633864, 15206025  1,271           Q1   \n",
       "23                     journal  1520586X, 10836160  1,243           Q1   \n",
       "24                     journal            02235234  1,210           Q1   \n",
       "25                     journal            19485875  1,202           Q1   \n",
       "26                     journal            00219673  1,188           Q1   \n",
       "27                     journal  14394227, 14397633  1,155           Q1   \n",
       "28                     journal  18614728, 1861471X  1,128           Q1   \n",
       "29                     journal  14770520, 14770539  1,119           Q1   \n",
       "..                         ...                 ...    ...          ...   \n",
       "70                     journal  00389056, 1521379X  0,625           Q2   \n",
       "71                     journal            00404039  0,621           Q2   \n",
       "72                     journal            00090352  0,619           Q2   \n",
       "73                     journal  09514198, 10970231  0,610           Q2   \n",
       "74                     journal  19490968, 1949095X  0,609           Q2   \n",
       "75                     journal  03639045, 15205762  0,608           Q2   \n",
       "76                     journal  10970126, 09598103  0,603           Q2   \n",
       "77                     journal            14786419  0,602           Q2   \n",
       "78                     journal            00221139  0,599           Q2   \n",
       "79                     journal            17470277  0,597           Q2   \n",
       "80                     journal            03014622  0,591           Q2   \n",
       "81                 book series  2041353X, 14651963  0,591           Q2   \n",
       "82                     journal            2062249X  0,580           Q2   \n",
       "83                     journal            18610293  0,569           Q2   \n",
       "84                     journal  1362511X, 09574166  0,560           Q2   \n",
       "85                     journal  14390221, 00320943  0,559           Q2   \n",
       "86                     journal  15213919, 10221344  0,556           Q2   \n",
       "87                     journal  19349270, 19349289  0,532           Q2   \n",
       "88                     journal            0003021X  0,531           Q3   \n",
       "89                     journal            0022328X  0,530           Q3   \n",
       "90                     journal  1520636X, 08990042  0,522           Q3   \n",
       "91                     journal            15985032  0,508           Q3   \n",
       "92                     journal            13852728  0,489           Q3   \n",
       "93                     journal  09168451, 13476947  0,487           Q3   \n",
       "94                     journal  1573501X, 13811991  0,482           Q3   \n",
       "95                     journal            14769271  0,479           Q3   \n",
       "96                     journal  24680842, 24680834  0,461           Q3   \n",
       "97                     journal  02652048, 14645246  0,444           Q3   \n",
       "98                     journal            00222860  0,434           Q3   \n",
       "99                     journal  22334998, 19764251  0,423           Q3   \n",
       "\n",
       "    H index  Total Docs. (2018)  Total Docs. (3years)  Total Refs.  \\\n",
       "0       244                  61                   148        16711   \n",
       "1       157                  76                   221         9913   \n",
       "2        80                  23                    63         3884   \n",
       "3       220                1912                  4978        90733   \n",
       "4       288                1069                  2956        57548   \n",
       "5        71                 269                   845        10816   \n",
       "6        57                 281                   538        17565   \n",
       "7       220                2530                  7089       160128   \n",
       "8       140                 601                  1502        43896   \n",
       "9        18                   0                    58            0   \n",
       "10       39                 495                   835        32043   \n",
       "11      181                1680                  3899        75104   \n",
       "12       57                   3                    41          255   \n",
       "13       97                 561                  2426        31824   \n",
       "14      210                1598                  4286        83243   \n",
       "15      161                 443                   950        22767   \n",
       "16      162                 554                  1769        34384   \n",
       "17       86                 687                  1664        42132   \n",
       "18       28                   4                    16          295   \n",
       "19      172                1269                  3660        59404   \n",
       "20      114                4150                  6662       304207   \n",
       "21      139                 326                   808        16127   \n",
       "22      124                 349                  1250        12487   \n",
       "23       95                 220                   709         7917   \n",
       "24      135                1004                  2391        55504   \n",
       "25       52                 246                   678         6280   \n",
       "26      210                 802                  2931        31174   \n",
       "27      117                 357                  1039        15756   \n",
       "28       93                 507                  1260        33768   \n",
       "29      130                1150                  3840        60716   \n",
       "..      ...                 ...                   ...          ...   \n",
       "70       71                 168                   404         7375   \n",
       "71      159                 965                  4113        39941   \n",
       "72       90                  84                   327         3481   \n",
       "73      126                 276                   845         9872   \n",
       "74       12                   0                     1            0   \n",
       "75       78                 229                   667         9545   \n",
       "76       95                 185                   610         8816   \n",
       "77       42                1200                  1514        17006   \n",
       "78       82                 168                   635         7576   \n",
       "79       71                 228                   632         8675   \n",
       "80       89                  74                   276         3469   \n",
       "81        9                   0                    20            0   \n",
       "82       17                  20                   112          796   \n",
       "83       37                 116                   241         3201   \n",
       "84      102                   0                   517            0   \n",
       "85      103                 157                   547         6699   \n",
       "86       50                  35                   147         1539   \n",
       "87       14                  19                    67          561   \n",
       "88      104                 139                   480         5365   \n",
       "89      118                 468                  1401        26465   \n",
       "90       73                 137                   341         5428   \n",
       "91       42                 195                   472         6951   \n",
       "92       97                 176                   550        18386   \n",
       "93      104                 273                   972         9784   \n",
       "94       54                 103                   233         5106   \n",
       "95       55                 193                   371         9324   \n",
       "96       16                  81                   320         2648   \n",
       "97       70                  59                   241         2610   \n",
       "98       89                1205                  3318        55009   \n",
       "99       11                  64                   154         2103   \n",
       "\n",
       "    Total Cites (3years)  Citable Docs. (3years) Cites / Doc. (2years)  \\\n",
       "0                   3587                     145                 24,52   \n",
       "1                   2250                     209                 10,70   \n",
       "2                    848                      61                  9,98   \n",
       "3                  31118                    4860                  6,72   \n",
       "4                  17291                    2919                  6,00   \n",
       "5                   4899                     838                  5,74   \n",
       "6                   4477                     523                  7,77   \n",
       "7                  33600                    6845                  5,03   \n",
       "8                   7772                    1464                  5,41   \n",
       "9                    737                      55                 13,40   \n",
       "10                  4031                     816                  4,90   \n",
       "11                 22522                    3845                  5,70   \n",
       "12                    64                      14                  3,82   \n",
       "13                 11367                    2384                  4,79   \n",
       "14                 19502                    4230                  4,77   \n",
       "15                  4281                     919                  4,38   \n",
       "16                  6787                    1735                  4,06   \n",
       "17                  7548                    1589                  4,42   \n",
       "18                    26                       8                  5,25   \n",
       "19                 22280                    3617                  6,23   \n",
       "20                 28653                    6565                  4,21   \n",
       "21                  3075                     775                  3,87   \n",
       "22                  5112                    1218                  4,36   \n",
       "23                  2325                     677                  3,36   \n",
       "24                 12261                    2377                  4,94   \n",
       "25                  2379                     645                  3,75   \n",
       "26                 11035                    2874                  3,81   \n",
       "27                  2707                    1001                  2,64   \n",
       "28                  4449                    1227                  3,69   \n",
       "29                 12997                    3772                  3,55   \n",
       "..                   ...                     ...                   ...   \n",
       "70                   861                     395                  1,81   \n",
       "71                  8749                    4053                  2,33   \n",
       "72                   455                     324                  1,33   \n",
       "73                  1628                     801                  2,00   \n",
       "74                     2                       1                  2,00   \n",
       "75                  1525                     660                  2,36   \n",
       "76                  1406                     594                  2,50   \n",
       "77                  2750                    1365                  2,06   \n",
       "78                  1312                     627                  2,08   \n",
       "79                  1455                     593                  2,40   \n",
       "80                   486                     268                  1,75   \n",
       "81                    20                      18                  1,11   \n",
       "82                   198                     103                  2,23   \n",
       "83                   491                     234                  2,15   \n",
       "84                   959                     513                  1,92   \n",
       "85                  1369                     520                  2,58   \n",
       "86                   259                     141                  1,88   \n",
       "87                    43                      67                  0,76   \n",
       "88                   854                     461                  1,80   \n",
       "89                  2841                    1383                  2,09   \n",
       "90                   611                     333                  1,91   \n",
       "91                   866                     466                  1,78   \n",
       "92                  1019                     484                  1,92   \n",
       "93                  1317                     954                  1,36   \n",
       "94                   495                     230                  2,07   \n",
       "95                   641                     365                  1,69   \n",
       "96                   441                     289                  1,69   \n",
       "97                   472                     239                  2,05   \n",
       "98                  6938                    3287                  2,19   \n",
       "99                   287                     122                  2,31   \n",
       "\n",
       "   Ref. / Doc.               Country  \\\n",
       "0       273,95           Netherlands   \n",
       "1       130,43        United Kingdom   \n",
       "2       168,87           Netherlands   \n",
       "3        47,45         United States   \n",
       "4        53,83         United States   \n",
       "5        40,21         United States   \n",
       "6        62,51           Netherlands   \n",
       "7        63,29        United Kingdom   \n",
       "8        73,04        United Kingdom   \n",
       "9         0,00         United States   \n",
       "10       64,73        United Kingdom   \n",
       "11       44,70           Netherlands   \n",
       "12       85,00         United States   \n",
       "13       56,73        United Kingdom   \n",
       "14       52,09         United States   \n",
       "15       51,39         United States   \n",
       "16       62,06         United States   \n",
       "17       61,33               Germany   \n",
       "18       73,75         United States   \n",
       "19       46,81        United Kingdom   \n",
       "20       73,30           Switzerland   \n",
       "21       49,47        United Kingdom   \n",
       "22       35,78         United States   \n",
       "23       35,99         United States   \n",
       "24       55,28           Netherlands   \n",
       "25       25,53         United States   \n",
       "26       38,87           Netherlands   \n",
       "27       44,13        United Kingdom   \n",
       "28       66,60               Germany   \n",
       "29       52,80        United Kingdom   \n",
       "..         ...                   ...   \n",
       "70       43,90               Germany   \n",
       "71       41,39        United Kingdom   \n",
       "72       41,44         United States   \n",
       "73       35,77         United States   \n",
       "74        0,00         United States   \n",
       "75       41,68         United States   \n",
       "76       47,65         United States   \n",
       "77       14,17        United Kingdom   \n",
       "78       45,10           Netherlands   \n",
       "79       38,05        United Kingdom   \n",
       "80       46,88           Netherlands   \n",
       "81        0,00        United Kingdom   \n",
       "82       39,80               Hungary   \n",
       "83       27,59               Germany   \n",
       "84        0,00        United Kingdom   \n",
       "85       42,67               Germany   \n",
       "86       43,97        United Kingdom   \n",
       "87       29,53         United States   \n",
       "88       38,60               Germany   \n",
       "89       56,55           Netherlands   \n",
       "90       39,62         United States   \n",
       "91       35,65           South Korea   \n",
       "92      104,47  United Arab Emirates   \n",
       "93       35,84        United Kingdom   \n",
       "94       49,57           Netherlands   \n",
       "95       48,31        United Kingdom   \n",
       "96       32,69           Netherlands   \n",
       "97       44,24        United Kingdom   \n",
       "98       45,65           Netherlands   \n",
       "99       32,86           South Korea   \n",
       "\n",
       "                                            Publisher  \\\n",
       "0                                         Elsevier BV   \n",
       "1                          Royal Society of Chemistry   \n",
       "2                                         Elsevier BV   \n",
       "3                           American Chemical Society   \n",
       "4                           American Chemical Society   \n",
       "5                           American Chemical Society   \n",
       "6                                         Elsevier BV   \n",
       "7                              John Wiley & Sons Ltd.   \n",
       "8                              John Wiley & Sons Ltd.   \n",
       "9                                                 NaN   \n",
       "10                         Royal Society of Chemistry   \n",
       "11                                        Elsevier BV   \n",
       "12                               Aldrich Chemical Co.   \n",
       "13                         Royal Society of Chemistry   \n",
       "14                          American Chemical Society   \n",
       "15                          American Chemical Society   \n",
       "16                          American Chemical Society   \n",
       "17                 Wiley - VCH Verlag GmbH & CO. KGaA   \n",
       "18                                      Elsevier Inc.   \n",
       "19                                      Elsevier Ltd.   \n",
       "20  Multidisciplinary Digital Publishing Institute...   \n",
       "21                             John Wiley & Sons Ltd.   \n",
       "22                          American Chemical Society   \n",
       "23                          American Chemical Society   \n",
       "24                                        Elsevier BV   \n",
       "25                          American Chemical Society   \n",
       "26                                        Elsevier BV   \n",
       "27                             John Wiley & Sons Ltd.   \n",
       "28                   Wiley - V C H Verlag GmbbH & Co.   \n",
       "29                         Royal Society of Chemistry   \n",
       "..                                                ...   \n",
       "70                   Wiley - V C H Verlag GmbbH & Co.   \n",
       "71                                      Elsevier Ltd.   \n",
       "72      American Association of Cereal Chemists, Inc.   \n",
       "73                             John Wiley & Sons Inc.   \n",
       "74                                  Landes Bioscience   \n",
       "75                                 Marcel Dekker Inc.   \n",
       "76                             John Wiley & Sons Inc.   \n",
       "77                                   Taylor & Francis   \n",
       "78                                        Elsevier BV   \n",
       "79                                          Blackwell   \n",
       "80                                        Elsevier BV   \n",
       "81                         Royal Society of Chemistry   \n",
       "82                                    Akademiai Kiado   \n",
       "83                                    Springer Verlag   \n",
       "84                                      Elsevier Ltd.   \n",
       "85                                Georg Thieme Verlag   \n",
       "86                             John Wiley & Sons Ltd.   \n",
       "87                                     Wiley-Liss Inc   \n",
       "88                                    Springer Verlag   \n",
       "89                                        Elsevier BV   \n",
       "90                             John Wiley & Sons Inc.   \n",
       "91                           Polymer Society of Korea   \n",
       "92                         Bentham Science Publishers   \n",
       "93                                   Taylor & Francis   \n",
       "94                         Kluwer Academic Publishers   \n",
       "95                                      Elsevier Ltd.   \n",
       "96                               Springer Netherlands   \n",
       "97                                   Taylor & Francis   \n",
       "98                                        Elsevier BV   \n",
       "99                              Korean Carbon Society   \n",
       "\n",
       "                                             Coverage  \\\n",
       "0   1967, 1970-1971, 1975, 1977-1978, 1980-1986, 1...   \n",
       "1                                        1984-ongoing   \n",
       "2                                        2000-ongoing   \n",
       "3                                        1999-ongoing   \n",
       "4                                        1968-ongoing   \n",
       "5                                        2012-ongoing   \n",
       "6                                        2013-ongoing   \n",
       "7                                        1995-ongoing   \n",
       "8                                        1992-ongoing   \n",
       "9                                                2016   \n",
       "10                                       2014-ongoing   \n",
       "11                                 1922, 1970-ongoing   \n",
       "12                                       1990-ongoing   \n",
       "13                                       2010-ongoing   \n",
       "14                                       1936-ongoing   \n",
       "15                                       1990-ongoing   \n",
       "16                                       1982-ongoing   \n",
       "17                                       2009-ongoing   \n",
       "18  1963-1971, 1973, 1975-1978, 1981-1985, 1987-19...   \n",
       "19                                       1981-ongoing   \n",
       "20                                       2000-ongoing   \n",
       "21                                       1994-ongoing   \n",
       "22                     1949, 1971, 1973, 1978-ongoing   \n",
       "23                                       1997-ongoing   \n",
       "24                                       1974-ongoing   \n",
       "25                                       2010-ongoing   \n",
       "26                                       1958-ongoing   \n",
       "27                                       2000-ongoing   \n",
       "28                                       2006-ongoing   \n",
       "29                                       2003-ongoing   \n",
       "..                                                ...   \n",
       "70                            1949-1959, 1961-ongoing   \n",
       "71                                       1959-ongoing   \n",
       "72  1974, 1978-1979, 1981, 1983-1984, 1986, 1989, ...   \n",
       "73                                       1987-ongoing   \n",
       "74                            2010-2014, 2016-ongoing   \n",
       "75                                 1974, 1976-ongoing   \n",
       "76                                       1991-ongoing   \n",
       "77                                       2003-ongoing   \n",
       "78                                       1971-ongoing   \n",
       "79                                       2006-ongoing   \n",
       "80                                       1973-ongoing   \n",
       "81                                       2011-ongoing   \n",
       "82                                       2011-ongoing   \n",
       "83                                       2006-ongoing   \n",
       "84                                       1990-ongoing   \n",
       "85                                 1961, 1965-ongoing   \n",
       "86                                       1992-ongoing   \n",
       "87                                       2000-ongoing   \n",
       "88                                       1947-ongoing   \n",
       "89                                       1963-ongoing   \n",
       "90                                       1989-ongoing   \n",
       "91                                       2002-ongoing   \n",
       "92                                       1997-ongoing   \n",
       "93                            1988-1989, 1992-ongoing   \n",
       "94                      1995-1998, 2000, 2003-ongoing   \n",
       "95                                       2003-ongoing   \n",
       "96                                       2016-ongoing   \n",
       "97                                       1984-ongoing   \n",
       "98                                       1967-ongoing   \n",
       "99                                       2015-ongoing   \n",
       "\n",
       "                                           Categories  \n",
       "0   Ceramics and Composites (Q1); Materials Chemis...  \n",
       "1   Biochemistry (Q1); Drug Discovery (Q1); Organi...  \n",
       "2   Catalysis (Q1); Organic Chemistry (Q1); Physic...  \n",
       "3   Biochemistry (Q1); Organic Chemistry (Q1); Phy...  \n",
       "4   Inorganic Chemistry (Q1); Materials Chemistry ...  \n",
       "5   Inorganic Chemistry (Q1); Materials Chemistry ...  \n",
       "6   Biochemistry (Q1); Clinical Biochemistry (Q1);...  \n",
       "7   Catalysis (Q1); Chemistry (miscellaneous) (Q1)...  \n",
       "8              Catalysis (Q1); Organic Chemistry (Q1)  \n",
       "9                                   Organic Chemistry  \n",
       "10                             Organic Chemistry (Q1)  \n",
       "11  Chemical Engineering (miscellaneous) (Q1); Ene...  \n",
       "12                             Organic Chemistry (Q1)  \n",
       "13  Biochemistry (Q1); Bioengineering (Q1); Biomed...  \n",
       "14                             Organic Chemistry (Q1)  \n",
       "15  Bioengineering (Q1); Biomedical Engineering (Q...  \n",
       "16  Inorganic Chemistry (Q1); Organic Chemistry (Q...  \n",
       "17  Catalysis (Q1); Inorganic Chemistry (Q1); Orga...  \n",
       "18  Organic Chemistry (Q1); Physical and Theoretic...  \n",
       "19  Materials Chemistry (Q1); Organic Chemistry (Q...  \n",
       "20  Catalysis (Q1); Computer Science Applications ...  \n",
       "21  Materials Chemistry (Q1); Organic Chemistry (Q...  \n",
       "22  Analytical Chemistry (Q1); Complementary and A...  \n",
       "23  Organic Chemistry (Q1); Physical and Theoretic...  \n",
       "24  Drug Discovery (Q1); Medicine (miscellaneous) ...  \n",
       "25  Drug Discovery (Q1); Organic Chemistry (Q1); B...  \n",
       "26  Analytical Chemistry (Q1); Medicine (miscellan...  \n",
       "27  Organic Chemistry (Q1); Biochemistry (Q2); Mol...  \n",
       "28  Chemistry (miscellaneous) (Q1); Organic Chemis...  \n",
       "29  Organic Chemistry (Q1); Physical and Theoretic...  \n",
       "..                                                ...  \n",
       "70          Food Science (Q2); Organic Chemistry (Q2)  \n",
       "71  Drug Discovery (Q2); Organic Chemistry (Q2); B...  \n",
       "72          Food Science (Q2); Organic Chemistry (Q2)  \n",
       "73  Analytical Chemistry (Q2); Organic Chemistry (...  \n",
       "74  Medicine (miscellaneous) (Q2); Organic Chemist...  \n",
       "75  Drug Discovery (Q2); Organic Chemistry (Q2); P...  \n",
       "76  Polymers and Plastics (Q1); Materials Chemistr...  \n",
       "77  Analytical Chemistry (Q2); Organic Chemistry (...  \n",
       "78  Inorganic Chemistry (Q2); Organic Chemistry (Q...  \n",
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       "[100 rows x 19 columns]"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_rank"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_rank['q_issn'] = df_rank['Issn'].str.slice(0, 8)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
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     "execution_count": 50,
     "metadata": {},
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   "source": [
    "df_rank.isnull().sum()"
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  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
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    "df_rank[['availability', 'coverage']] = df_rank.apply(searchOpenURL ,axis=1)"
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  {
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       "      <td>3</td>\n",
       "      <td>41</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>3,82</td>\n",
       "      <td>85,00</td>\n",
       "      <td>United States</td>\n",
       "      <td>Aldrich Chemical Co.</td>\n",
       "      <td>1990-ongoing</td>\n",
       "      <td>Organic Chemistry (Q1)</td>\n",
       "      <td>00025100</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'Free E- Journals': 'Available from 1968 volu...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>14</td>\n",
       "      <td>19700182678</td>\n",
       "      <td>Polymer Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>17599954, 17599962</td>\n",
       "      <td>1,618</td>\n",
       "      <td>Q1</td>\n",
       "      <td>97</td>\n",
       "      <td>561</td>\n",
       "      <td>2426</td>\n",
       "      <td>...</td>\n",
       "      <td>2384</td>\n",
       "      <td>4,79</td>\n",
       "      <td>56,73</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Royal Society of Chemistry</td>\n",
       "      <td>2010-ongoing</td>\n",
       "      <td>Biochemistry (Q1); Bioengineering (Q1); Biomed...</td>\n",
       "      <td>17599954</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'CRKN Royal Society of Chemistry Journals Gol...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>15</td>\n",
       "      <td>25896</td>\n",
       "      <td>Journal of Organic Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>15206904, 00223263</td>\n",
       "      <td>1,607</td>\n",
       "      <td>Q1</td>\n",
       "      <td>210</td>\n",
       "      <td>1598</td>\n",
       "      <td>4286</td>\n",
       "      <td>...</td>\n",
       "      <td>4230</td>\n",
       "      <td>4,77</td>\n",
       "      <td>52,09</td>\n",
       "      <td>United States</td>\n",
       "      <td>American Chemical Society</td>\n",
       "      <td>1936-ongoing</td>\n",
       "      <td>Organic Chemistry (Q1)</td>\n",
       "      <td>15206904</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'American Chemical Society Legacy Archive': '...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>16</td>\n",
       "      <td>16876</td>\n",
       "      <td>Bioconjugate Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>15204812, 10431802</td>\n",
       "      <td>1,551</td>\n",
       "      <td>Q1</td>\n",
       "      <td>161</td>\n",
       "      <td>443</td>\n",
       "      <td>950</td>\n",
       "      <td>...</td>\n",
       "      <td>919</td>\n",
       "      <td>4,38</td>\n",
       "      <td>51,39</td>\n",
       "      <td>United States</td>\n",
       "      <td>American Chemical Society</td>\n",
       "      <td>1990-ongoing</td>\n",
       "      <td>Bioengineering (Q1); Biomedical Engineering (Q...</td>\n",
       "      <td>15204812</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'American Chemical Society Legacy Archive': '...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>17</td>\n",
       "      <td>26423</td>\n",
       "      <td>Organometallics</td>\n",
       "      <td>journal</td>\n",
       "      <td>15206041, 02767333</td>\n",
       "      <td>1,473</td>\n",
       "      <td>Q1</td>\n",
       "      <td>162</td>\n",
       "      <td>554</td>\n",
       "      <td>1769</td>\n",
       "      <td>...</td>\n",
       "      <td>1735</td>\n",
       "      <td>4,06</td>\n",
       "      <td>62,06</td>\n",
       "      <td>United States</td>\n",
       "      <td>American Chemical Society</td>\n",
       "      <td>1982-ongoing</td>\n",
       "      <td>Inorganic Chemistry (Q1); Organic Chemistry (Q...</td>\n",
       "      <td>15206041</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'American Chemical Society Legacy Archive': '...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>18</td>\n",
       "      <td>19900191733</td>\n",
       "      <td>ChemCatChem</td>\n",
       "      <td>journal</td>\n",
       "      <td>18673880, 18673899</td>\n",
       "      <td>1,472</td>\n",
       "      <td>Q1</td>\n",
       "      <td>86</td>\n",
       "      <td>687</td>\n",
       "      <td>1664</td>\n",
       "      <td>...</td>\n",
       "      <td>1589</td>\n",
       "      <td>4,42</td>\n",
       "      <td>61,33</td>\n",
       "      <td>Germany</td>\n",
       "      <td>Wiley - VCH Verlag GmbH &amp; CO. KGaA</td>\n",
       "      <td>2009-ongoing</td>\n",
       "      <td>Catalysis (Q1); Inorganic Chemistry (Q1); Orga...</td>\n",
       "      <td>18673880</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'EBSCOhost Academic Search Complete': 'Availa...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>19</td>\n",
       "      <td>26554</td>\n",
       "      <td>Advances in Physical Organic Chemistry</td>\n",
       "      <td>book series</td>\n",
       "      <td>00653160</td>\n",
       "      <td>1,426</td>\n",
       "      <td>Q1</td>\n",
       "      <td>28</td>\n",
       "      <td>4</td>\n",
       "      <td>16</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>5,25</td>\n",
       "      <td>73,75</td>\n",
       "      <td>United States</td>\n",
       "      <td>Elsevier Inc.</td>\n",
       "      <td>1963-1971, 1973, 1975-1978, 1981-1985, 1987-19...</td>\n",
       "      <td>Organic Chemistry (Q1); Physical and Theoretic...</td>\n",
       "      <td>00653160</td>\n",
       "      <td>No full-text available</td>\n",
       "      <td>{}</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>20</td>\n",
       "      <td>25801</td>\n",
       "      <td>Carbohydrate Polymers</td>\n",
       "      <td>journal</td>\n",
       "      <td>01448617</td>\n",
       "      <td>1,377</td>\n",
       "      <td>Q1</td>\n",
       "      <td>172</td>\n",
       "      <td>1269</td>\n",
       "      <td>3660</td>\n",
       "      <td>...</td>\n",
       "      <td>3617</td>\n",
       "      <td>6,23</td>\n",
       "      <td>46,81</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Elsevier Ltd.</td>\n",
       "      <td>1981-ongoing</td>\n",
       "      <td>Materials Chemistry (Q1); Organic Chemistry (Q...</td>\n",
       "      <td>01448617</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'Elsevier SD Freedom Collection': '', 'CRKN E...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>21</td>\n",
       "      <td>25879</td>\n",
       "      <td>International Journal of Molecular Sciences</td>\n",
       "      <td>journal</td>\n",
       "      <td>14220067</td>\n",
       "      <td>1,312</td>\n",
       "      <td>Q1</td>\n",
       "      <td>114</td>\n",
       "      <td>4150</td>\n",
       "      <td>6662</td>\n",
       "      <td>...</td>\n",
       "      <td>6565</td>\n",
       "      <td>4,21</td>\n",
       "      <td>73,30</td>\n",
       "      <td>Switzerland</td>\n",
       "      <td>Multidisciplinary Digital Publishing Institute...</td>\n",
       "      <td>2000-ongoing</td>\n",
       "      <td>Catalysis (Q1); Computer Science Applications ...</td>\n",
       "      <td>14220067</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'DOAJ Directory of Open Access Journals': 'Av...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>22</td>\n",
       "      <td>25939</td>\n",
       "      <td>Macromolecular Rapid Communications</td>\n",
       "      <td>journal</td>\n",
       "      <td>10221336, 15213927</td>\n",
       "      <td>1,310</td>\n",
       "      <td>Q1</td>\n",
       "      <td>139</td>\n",
       "      <td>326</td>\n",
       "      <td>808</td>\n",
       "      <td>...</td>\n",
       "      <td>775</td>\n",
       "      <td>3,87</td>\n",
       "      <td>49,47</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>John Wiley &amp; Sons Ltd.</td>\n",
       "      <td>1994-ongoing</td>\n",
       "      <td>Materials Chemistry (Q1); Organic Chemistry (Q...</td>\n",
       "      <td>10221336</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'CRKN Wiley Online Library': 'Available from ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>23</td>\n",
       "      <td>23053</td>\n",
       "      <td>Journal of Natural Products</td>\n",
       "      <td>journal</td>\n",
       "      <td>01633864, 15206025</td>\n",
       "      <td>1,271</td>\n",
       "      <td>Q1</td>\n",
       "      <td>124</td>\n",
       "      <td>349</td>\n",
       "      <td>1250</td>\n",
       "      <td>...</td>\n",
       "      <td>1218</td>\n",
       "      <td>4,36</td>\n",
       "      <td>35,78</td>\n",
       "      <td>United States</td>\n",
       "      <td>American Chemical Society</td>\n",
       "      <td>1949, 1971, 1973, 1978-ongoing</td>\n",
       "      <td>Analytical Chemistry (Q1); Complementary and A...</td>\n",
       "      <td>01633864</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'American Chemical Society Legacy Archive': '...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>24</td>\n",
       "      <td>26400</td>\n",
       "      <td>Organic Process Research &amp; Development</td>\n",
       "      <td>journal</td>\n",
       "      <td>1520586X, 10836160</td>\n",
       "      <td>1,243</td>\n",
       "      <td>Q1</td>\n",
       "      <td>95</td>\n",
       "      <td>220</td>\n",
       "      <td>709</td>\n",
       "      <td>...</td>\n",
       "      <td>677</td>\n",
       "      <td>3,36</td>\n",
       "      <td>35,99</td>\n",
       "      <td>United States</td>\n",
       "      <td>American Chemical Society</td>\n",
       "      <td>1997-ongoing</td>\n",
       "      <td>Organic Chemistry (Q1); Physical and Theoretic...</td>\n",
       "      <td>1520586X</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'CRKN American Chemical Society Journals': 'A...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>25</td>\n",
       "      <td>17464</td>\n",
       "      <td>European Journal of Medicinal Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>02235234</td>\n",
       "      <td>1,210</td>\n",
       "      <td>Q1</td>\n",
       "      <td>135</td>\n",
       "      <td>1004</td>\n",
       "      <td>2391</td>\n",
       "      <td>...</td>\n",
       "      <td>2377</td>\n",
       "      <td>4,94</td>\n",
       "      <td>55,28</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>Elsevier BV</td>\n",
       "      <td>1974-ongoing</td>\n",
       "      <td>Drug Discovery (Q1); Medicine (miscellaneous) ...</td>\n",
       "      <td>02235234</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'Elsevier SD Freedom Collection': '', 'CRKN E...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>26</td>\n",
       "      <td>19700177127</td>\n",
       "      <td>ACS Medicinal Chemistry Letters</td>\n",
       "      <td>journal</td>\n",
       "      <td>19485875</td>\n",
       "      <td>1,202</td>\n",
       "      <td>Q1</td>\n",
       "      <td>52</td>\n",
       "      <td>246</td>\n",
       "      <td>678</td>\n",
       "      <td>...</td>\n",
       "      <td>645</td>\n",
       "      <td>3,75</td>\n",
       "      <td>25,53</td>\n",
       "      <td>United States</td>\n",
       "      <td>American Chemical Society</td>\n",
       "      <td>2010-ongoing</td>\n",
       "      <td>Drug Discovery (Q1); Organic Chemistry (Q1); B...</td>\n",
       "      <td>19485875</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'PubMed Central': 'Available from 2010 volume...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>27</td>\n",
       "      <td>130000</td>\n",
       "      <td>Journal of Chromatography A</td>\n",
       "      <td>journal</td>\n",
       "      <td>00219673</td>\n",
       "      <td>1,188</td>\n",
       "      <td>Q1</td>\n",
       "      <td>210</td>\n",
       "      <td>802</td>\n",
       "      <td>2931</td>\n",
       "      <td>...</td>\n",
       "      <td>2874</td>\n",
       "      <td>3,81</td>\n",
       "      <td>38,87</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>Elsevier BV</td>\n",
       "      <td>1958-ongoing</td>\n",
       "      <td>Analytical Chemistry (Q1); Medicine (miscellan...</td>\n",
       "      <td>00219673</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'Elsevier SD Freedom Collection': '', 'CRKN E...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>28</td>\n",
       "      <td>16944</td>\n",
       "      <td>ChemBioChem</td>\n",
       "      <td>journal</td>\n",
       "      <td>14394227, 14397633</td>\n",
       "      <td>1,155</td>\n",
       "      <td>Q1</td>\n",
       "      <td>117</td>\n",
       "      <td>357</td>\n",
       "      <td>1039</td>\n",
       "      <td>...</td>\n",
       "      <td>1001</td>\n",
       "      <td>2,64</td>\n",
       "      <td>44,13</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>John Wiley &amp; Sons Ltd.</td>\n",
       "      <td>2000-ongoing</td>\n",
       "      <td>Organic Chemistry (Q1); Biochemistry (Q2); Mol...</td>\n",
       "      <td>14394227</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'Scholars Portal': 'Available from 2000 volum...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>29</td>\n",
       "      <td>4800156201</td>\n",
       "      <td>Chemistry - An Asian Journal</td>\n",
       "      <td>journal</td>\n",
       "      <td>18614728, 1861471X</td>\n",
       "      <td>1,128</td>\n",
       "      <td>Q1</td>\n",
       "      <td>93</td>\n",
       "      <td>507</td>\n",
       "      <td>1260</td>\n",
       "      <td>...</td>\n",
       "      <td>1227</td>\n",
       "      <td>3,69</td>\n",
       "      <td>66,60</td>\n",
       "      <td>Germany</td>\n",
       "      <td>Wiley - V C H Verlag GmbbH &amp; Co.</td>\n",
       "      <td>2006-ongoing</td>\n",
       "      <td>Chemistry (miscellaneous) (Q1); Organic Chemis...</td>\n",
       "      <td>18614728</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'Scholars Portal': 'Available from 2006 volum...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>30</td>\n",
       "      <td>26388</td>\n",
       "      <td>Organic and Biomolecular Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>14770520, 14770539</td>\n",
       "      <td>1,119</td>\n",
       "      <td>Q1</td>\n",
       "      <td>130</td>\n",
       "      <td>1150</td>\n",
       "      <td>3840</td>\n",
       "      <td>...</td>\n",
       "      <td>3772</td>\n",
       "      <td>3,55</td>\n",
       "      <td>52,80</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Royal Society of Chemistry</td>\n",
       "      <td>2003-ongoing</td>\n",
       "      <td>Organic Chemistry (Q1); Physical and Theoretic...</td>\n",
       "      <td>14770520</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'Scholars Portal': 'Available from 2003 volum...</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",
       "      <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>70</th>\n",
       "      <td>71</td>\n",
       "      <td>26489</td>\n",
       "      <td>Starch/Staerke</td>\n",
       "      <td>journal</td>\n",
       "      <td>00389056, 1521379X</td>\n",
       "      <td>0,625</td>\n",
       "      <td>Q2</td>\n",
       "      <td>71</td>\n",
       "      <td>168</td>\n",
       "      <td>404</td>\n",
       "      <td>...</td>\n",
       "      <td>395</td>\n",
       "      <td>1,81</td>\n",
       "      <td>43,90</td>\n",
       "      <td>Germany</td>\n",
       "      <td>Wiley - V C H Verlag GmbbH &amp; Co.</td>\n",
       "      <td>1949-1959, 1961-ongoing</td>\n",
       "      <td>Food Science (Q2); Organic Chemistry (Q2)</td>\n",
       "      <td>00389056</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'CRKN Wiley Online Library': 'Available from ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>72</td>\n",
       "      <td>26514</td>\n",
       "      <td>Tetrahedron Letters</td>\n",
       "      <td>journal</td>\n",
       "      <td>00404039</td>\n",
       "      <td>0,621</td>\n",
       "      <td>Q2</td>\n",
       "      <td>159</td>\n",
       "      <td>965</td>\n",
       "      <td>4113</td>\n",
       "      <td>...</td>\n",
       "      <td>4053</td>\n",
       "      <td>2,33</td>\n",
       "      <td>41,39</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Elsevier Ltd.</td>\n",
       "      <td>1959-ongoing</td>\n",
       "      <td>Drug Discovery (Q2); Organic Chemistry (Q2); B...</td>\n",
       "      <td>00404039</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'Elsevier SD Freedom Collection': '', 'CRKN E...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>73</td>\n",
       "      <td>21880</td>\n",
       "      <td>Cereal Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>00090352</td>\n",
       "      <td>0,619</td>\n",
       "      <td>Q2</td>\n",
       "      <td>90</td>\n",
       "      <td>84</td>\n",
       "      <td>327</td>\n",
       "      <td>...</td>\n",
       "      <td>324</td>\n",
       "      <td>1,33</td>\n",
       "      <td>41,44</td>\n",
       "      <td>United States</td>\n",
       "      <td>American Association of Cereal Chemists, Inc.</td>\n",
       "      <td>1974, 1978-1979, 1981, 1983-1984, 1986, 1989, ...</td>\n",
       "      <td>Food Science (Q2); Organic Chemistry (Q2)</td>\n",
       "      <td>00090352</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'Free E- Journals': 'Available from 1960 volu...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>74</td>\n",
       "      <td>24088</td>\n",
       "      <td>Rapid Communications in Mass Spectrometry</td>\n",
       "      <td>journal</td>\n",
       "      <td>09514198, 10970231</td>\n",
       "      <td>0,610</td>\n",
       "      <td>Q2</td>\n",
       "      <td>126</td>\n",
       "      <td>276</td>\n",
       "      <td>845</td>\n",
       "      <td>...</td>\n",
       "      <td>801</td>\n",
       "      <td>2,00</td>\n",
       "      <td>35,77</td>\n",
       "      <td>United States</td>\n",
       "      <td>John Wiley &amp; Sons Inc.</td>\n",
       "      <td>1987-ongoing</td>\n",
       "      <td>Analytical Chemistry (Q2); Organic Chemistry (...</td>\n",
       "      <td>09514198</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'CRKN Wiley Online Library': 'Available from ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>75</td>\n",
       "      <td>19700188408</td>\n",
       "      <td>Artificial DNA: PNA and XNA</td>\n",
       "      <td>journal</td>\n",
       "      <td>19490968, 1949095X</td>\n",
       "      <td>0,609</td>\n",
       "      <td>Q2</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>2,00</td>\n",
       "      <td>0,00</td>\n",
       "      <td>United States</td>\n",
       "      <td>Landes Bioscience</td>\n",
       "      <td>2010-2014, 2016-ongoing</td>\n",
       "      <td>Medicine (miscellaneous) (Q2); Organic Chemist...</td>\n",
       "      <td>19490968</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'Scholars Portal': 'Available from 2014 volum...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>76</td>\n",
       "      <td>21190</td>\n",
       "      <td>Drug Development and Industrial Pharmacy</td>\n",
       "      <td>journal</td>\n",
       "      <td>03639045, 15205762</td>\n",
       "      <td>0,608</td>\n",
       "      <td>Q2</td>\n",
       "      <td>78</td>\n",
       "      <td>229</td>\n",
       "      <td>667</td>\n",
       "      <td>...</td>\n",
       "      <td>660</td>\n",
       "      <td>2,36</td>\n",
       "      <td>41,68</td>\n",
       "      <td>United States</td>\n",
       "      <td>Marcel Dekker Inc.</td>\n",
       "      <td>1974, 1976-ongoing</td>\n",
       "      <td>Drug Discovery (Q2); Organic Chemistry (Q2); P...</td>\n",
       "      <td>03639045</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'EBSCOhost Business Source Complete': 'Availa...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>77</td>\n",
       "      <td>14456</td>\n",
       "      <td>Polymer International</td>\n",
       "      <td>journal</td>\n",
       "      <td>10970126, 09598103</td>\n",
       "      <td>0,603</td>\n",
       "      <td>Q2</td>\n",
       "      <td>95</td>\n",
       "      <td>185</td>\n",
       "      <td>610</td>\n",
       "      <td>...</td>\n",
       "      <td>594</td>\n",
       "      <td>2,50</td>\n",
       "      <td>47,65</td>\n",
       "      <td>United States</td>\n",
       "      <td>John Wiley &amp; Sons Inc.</td>\n",
       "      <td>1991-ongoing</td>\n",
       "      <td>Polymers and Plastics (Q1); Materials Chemistr...</td>\n",
       "      <td>10970126</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'CRKN Wiley Online Library': 'Available from ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>78</td>\n",
       "      <td>24819</td>\n",
       "      <td>Natural Product Research</td>\n",
       "      <td>journal</td>\n",
       "      <td>14786419</td>\n",
       "      <td>0,602</td>\n",
       "      <td>Q2</td>\n",
       "      <td>42</td>\n",
       "      <td>1200</td>\n",
       "      <td>1514</td>\n",
       "      <td>...</td>\n",
       "      <td>1365</td>\n",
       "      <td>2,06</td>\n",
       "      <td>14,17</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Taylor &amp; Francis</td>\n",
       "      <td>2003-ongoing</td>\n",
       "      <td>Analytical Chemistry (Q2); Organic Chemistry (...</td>\n",
       "      <td>14786419</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'Taylor &amp; Francis Journals Complete': 'Availa...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>79</td>\n",
       "      <td>25283</td>\n",
       "      <td>Journal of Fluorine Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>00221139</td>\n",
       "      <td>0,599</td>\n",
       "      <td>Q2</td>\n",
       "      <td>82</td>\n",
       "      <td>168</td>\n",
       "      <td>635</td>\n",
       "      <td>...</td>\n",
       "      <td>627</td>\n",
       "      <td>2,08</td>\n",
       "      <td>45,10</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>Elsevier BV</td>\n",
       "      <td>1971-ongoing</td>\n",
       "      <td>Inorganic Chemistry (Q2); Organic Chemistry (Q...</td>\n",
       "      <td>00221139</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'Elsevier SD Freedom Collection': '', 'CRKN E...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>80</td>\n",
       "      <td>4000150314</td>\n",
       "      <td>Chemical Biology and Drug Design</td>\n",
       "      <td>journal</td>\n",
       "      <td>17470277</td>\n",
       "      <td>0,597</td>\n",
       "      <td>Q2</td>\n",
       "      <td>71</td>\n",
       "      <td>228</td>\n",
       "      <td>632</td>\n",
       "      <td>...</td>\n",
       "      <td>593</td>\n",
       "      <td>2,40</td>\n",
       "      <td>38,05</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Blackwell</td>\n",
       "      <td>2006-ongoing</td>\n",
       "      <td>Drug Discovery (Q2); Organic Chemistry (Q2); P...</td>\n",
       "      <td>17470277</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'CRKN Wiley Online Library': 'Available from ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>81</td>\n",
       "      <td>14858</td>\n",
       "      <td>Biophysical Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>03014622</td>\n",
       "      <td>0,591</td>\n",
       "      <td>Q2</td>\n",
       "      <td>89</td>\n",
       "      <td>74</td>\n",
       "      <td>276</td>\n",
       "      <td>...</td>\n",
       "      <td>268</td>\n",
       "      <td>1,75</td>\n",
       "      <td>46,88</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>Elsevier BV</td>\n",
       "      <td>1973-ongoing</td>\n",
       "      <td>Biophysics (Q2); Organic Chemistry (Q2); Bioch...</td>\n",
       "      <td>03014622</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'Elsevier SD Freedom Collection': '', 'CRKN E...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>82</td>\n",
       "      <td>21100267917</td>\n",
       "      <td>Carbohydrate Chemistry</td>\n",
       "      <td>book series</td>\n",
       "      <td>2041353X, 14651963</td>\n",
       "      <td>0,591</td>\n",
       "      <td>Q2</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>20</td>\n",
       "      <td>...</td>\n",
       "      <td>18</td>\n",
       "      <td>1,11</td>\n",
       "      <td>0,00</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Royal Society of Chemistry</td>\n",
       "      <td>2011-ongoing</td>\n",
       "      <td>Organic Chemistry (Q2); Biochemistry (Q3)</td>\n",
       "      <td>2041353X</td>\n",
       "      <td>No full-text available</td>\n",
       "      <td>{}</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>83</td>\n",
       "      <td>21100255503</td>\n",
       "      <td>Journal of Flow Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>2062249X</td>\n",
       "      <td>0,580</td>\n",
       "      <td>Q2</td>\n",
       "      <td>17</td>\n",
       "      <td>20</td>\n",
       "      <td>112</td>\n",
       "      <td>...</td>\n",
       "      <td>103</td>\n",
       "      <td>2,23</td>\n",
       "      <td>39,80</td>\n",
       "      <td>Hungary</td>\n",
       "      <td>Akademiai Kiado</td>\n",
       "      <td>2011-ongoing</td>\n",
       "      <td>Fluid Flow and Transfer Processes (Q1); Chemis...</td>\n",
       "      <td>2062249X</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'Canadian Research Knowledge Network Springer...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>84</td>\n",
       "      <td>19700185200</td>\n",
       "      <td>Journal of Natural Medicines</td>\n",
       "      <td>journal</td>\n",
       "      <td>18610293</td>\n",
       "      <td>0,569</td>\n",
       "      <td>Q2</td>\n",
       "      <td>37</td>\n",
       "      <td>116</td>\n",
       "      <td>241</td>\n",
       "      <td>...</td>\n",
       "      <td>234</td>\n",
       "      <td>2,15</td>\n",
       "      <td>27,59</td>\n",
       "      <td>Germany</td>\n",
       "      <td>Springer Verlag</td>\n",
       "      <td>2006-ongoing</td>\n",
       "      <td>Complementary and Alternative Medicine (Q1); D...</td>\n",
       "      <td>18610293</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'Canadian Research Knowledge Network Springer...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>85</td>\n",
       "      <td>26513</td>\n",
       "      <td>Tetrahedron Asymmetry</td>\n",
       "      <td>journal</td>\n",
       "      <td>1362511X, 09574166</td>\n",
       "      <td>0,560</td>\n",
       "      <td>Q2</td>\n",
       "      <td>102</td>\n",
       "      <td>0</td>\n",
       "      <td>517</td>\n",
       "      <td>...</td>\n",
       "      <td>513</td>\n",
       "      <td>1,92</td>\n",
       "      <td>0,00</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Elsevier Ltd.</td>\n",
       "      <td>1990-ongoing</td>\n",
       "      <td>Inorganic Chemistry (Q2); Organic Chemistry (Q...</td>\n",
       "      <td>1362511X</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'Elsevier SD Freedom Collection': '', 'CRKN E...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>86</td>\n",
       "      <td>21744</td>\n",
       "      <td>Planta Medica</td>\n",
       "      <td>journal</td>\n",
       "      <td>14390221, 00320943</td>\n",
       "      <td>0,559</td>\n",
       "      <td>Q2</td>\n",
       "      <td>103</td>\n",
       "      <td>157</td>\n",
       "      <td>547</td>\n",
       "      <td>...</td>\n",
       "      <td>520</td>\n",
       "      <td>2,58</td>\n",
       "      <td>42,67</td>\n",
       "      <td>Germany</td>\n",
       "      <td>Georg Thieme Verlag</td>\n",
       "      <td>1961, 1965-ongoing</td>\n",
       "      <td>Complementary and Alternative Medicine (Q1); A...</td>\n",
       "      <td>14390221</td>\n",
       "      <td>No full-text available</td>\n",
       "      <td>{}</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>87</td>\n",
       "      <td>25944</td>\n",
       "      <td>Macromolecular Theory and Simulations</td>\n",
       "      <td>journal</td>\n",
       "      <td>15213919, 10221344</td>\n",
       "      <td>0,556</td>\n",
       "      <td>Q2</td>\n",
       "      <td>50</td>\n",
       "      <td>35</td>\n",
       "      <td>147</td>\n",
       "      <td>...</td>\n",
       "      <td>141</td>\n",
       "      <td>1,88</td>\n",
       "      <td>43,97</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>John Wiley &amp; Sons Ltd.</td>\n",
       "      <td>1992-ongoing</td>\n",
       "      <td>Polymers and Plastics (Q1); Condensed Matter P...</td>\n",
       "      <td>15213919</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'CRKN Wiley Online Library': 'Available from ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>88</td>\n",
       "      <td>11600153417</td>\n",
       "      <td>Current Protocols in Nucleic Acid Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>19349270, 19349289</td>\n",
       "      <td>0,532</td>\n",
       "      <td>Q2</td>\n",
       "      <td>14</td>\n",
       "      <td>19</td>\n",
       "      <td>67</td>\n",
       "      <td>...</td>\n",
       "      <td>67</td>\n",
       "      <td>0,76</td>\n",
       "      <td>29,53</td>\n",
       "      <td>United States</td>\n",
       "      <td>Wiley-Liss Inc</td>\n",
       "      <td>2000-ongoing</td>\n",
       "      <td>Medicine (miscellaneous) (Q2); Organic Chemist...</td>\n",
       "      <td>19349270</td>\n",
       "      <td>No full-text available</td>\n",
       "      <td>{}</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>89</td>\n",
       "      <td>25881</td>\n",
       "      <td>JAOCS, Journal of the American Oil Chemists' S...</td>\n",
       "      <td>journal</td>\n",
       "      <td>0003021X</td>\n",
       "      <td>0,531</td>\n",
       "      <td>Q3</td>\n",
       "      <td>104</td>\n",
       "      <td>139</td>\n",
       "      <td>480</td>\n",
       "      <td>...</td>\n",
       "      <td>461</td>\n",
       "      <td>1,80</td>\n",
       "      <td>38,60</td>\n",
       "      <td>Germany</td>\n",
       "      <td>Springer Verlag</td>\n",
       "      <td>1947-ongoing</td>\n",
       "      <td>Chemical Engineering (miscellaneous) (Q2); Org...</td>\n",
       "      <td>0003021X</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'Canadian Research Knowledge Network Springer...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>90</td>\n",
       "      <td>25897</td>\n",
       "      <td>Journal of Organometallic Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>0022328X</td>\n",
       "      <td>0,530</td>\n",
       "      <td>Q3</td>\n",
       "      <td>118</td>\n",
       "      <td>468</td>\n",
       "      <td>1401</td>\n",
       "      <td>...</td>\n",
       "      <td>1383</td>\n",
       "      <td>2,09</td>\n",
       "      <td>56,55</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>Elsevier BV</td>\n",
       "      <td>1963-ongoing</td>\n",
       "      <td>Inorganic Chemistry (Q2); Materials Chemistry ...</td>\n",
       "      <td>0022328X</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'Elsevier SD Freedom Collection': 'Available ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>91</td>\n",
       "      <td>16948</td>\n",
       "      <td>Chirality</td>\n",
       "      <td>journal</td>\n",
       "      <td>1520636X, 08990042</td>\n",
       "      <td>0,522</td>\n",
       "      <td>Q3</td>\n",
       "      <td>73</td>\n",
       "      <td>137</td>\n",
       "      <td>341</td>\n",
       "      <td>...</td>\n",
       "      <td>333</td>\n",
       "      <td>1,91</td>\n",
       "      <td>39,62</td>\n",
       "      <td>United States</td>\n",
       "      <td>John Wiley &amp; Sons Inc.</td>\n",
       "      <td>1989-ongoing</td>\n",
       "      <td>Analytical Chemistry (Q2); Drug Discovery (Q2)...</td>\n",
       "      <td>1520636X</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'CRKN Wiley Online Library': 'Available from ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>92</td>\n",
       "      <td>25941</td>\n",
       "      <td>Macromolecular Research</td>\n",
       "      <td>journal</td>\n",
       "      <td>15985032</td>\n",
       "      <td>0,508</td>\n",
       "      <td>Q3</td>\n",
       "      <td>42</td>\n",
       "      <td>195</td>\n",
       "      <td>472</td>\n",
       "      <td>...</td>\n",
       "      <td>466</td>\n",
       "      <td>1,78</td>\n",
       "      <td>35,65</td>\n",
       "      <td>South Korea</td>\n",
       "      <td>Polymer Society of Korea</td>\n",
       "      <td>2002-ongoing</td>\n",
       "      <td>Chemical Engineering (miscellaneous) (Q2); Mat...</td>\n",
       "      <td>15985032</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'Scholars Portal': 'Available from 2002 volum...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>93</td>\n",
       "      <td>25836</td>\n",
       "      <td>Current Organic Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>13852728</td>\n",
       "      <td>0,489</td>\n",
       "      <td>Q3</td>\n",
       "      <td>97</td>\n",
       "      <td>176</td>\n",
       "      <td>550</td>\n",
       "      <td>...</td>\n",
       "      <td>484</td>\n",
       "      <td>1,92</td>\n",
       "      <td>104,47</td>\n",
       "      <td>United Arab Emirates</td>\n",
       "      <td>Bentham Science Publishers</td>\n",
       "      <td>1997-ongoing</td>\n",
       "      <td>Organic Chemistry (Q3)</td>\n",
       "      <td>13852728</td>\n",
       "      <td>No full-text available</td>\n",
       "      <td>{}</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>94</td>\n",
       "      <td>15432</td>\n",
       "      <td>Bioscience, Biotechnology and Biochemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>09168451, 13476947</td>\n",
       "      <td>0,487</td>\n",
       "      <td>Q3</td>\n",
       "      <td>104</td>\n",
       "      <td>273</td>\n",
       "      <td>972</td>\n",
       "      <td>...</td>\n",
       "      <td>954</td>\n",
       "      <td>1,36</td>\n",
       "      <td>35,84</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Taylor &amp; Francis</td>\n",
       "      <td>1988-1989, 1992-ongoing</td>\n",
       "      <td>Analytical Chemistry (Q2); Medicine (miscellan...</td>\n",
       "      <td>09168451</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'Scholars Portal': 'Available from 1996 volum...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>95</td>\n",
       "      <td>29053</td>\n",
       "      <td>Molecular Diversity</td>\n",
       "      <td>journal</td>\n",
       "      <td>1573501X, 13811991</td>\n",
       "      <td>0,482</td>\n",
       "      <td>Q3</td>\n",
       "      <td>54</td>\n",
       "      <td>103</td>\n",
       "      <td>233</td>\n",
       "      <td>...</td>\n",
       "      <td>230</td>\n",
       "      <td>2,07</td>\n",
       "      <td>49,57</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>Kluwer Academic Publishers</td>\n",
       "      <td>1995-1998, 2000, 2003-ongoing</td>\n",
       "      <td>Information Systems (Q2); Medicine (miscellane...</td>\n",
       "      <td>1573501X</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'Canadian Research Knowledge Network Springer...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>96</td>\n",
       "      <td>24599</td>\n",
       "      <td>Computational Biology and Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>14769271</td>\n",
       "      <td>0,479</td>\n",
       "      <td>Q3</td>\n",
       "      <td>55</td>\n",
       "      <td>193</td>\n",
       "      <td>371</td>\n",
       "      <td>...</td>\n",
       "      <td>365</td>\n",
       "      <td>1,69</td>\n",
       "      <td>48,31</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Elsevier Ltd.</td>\n",
       "      <td>2003-ongoing</td>\n",
       "      <td>Computational Mathematics (Q2); Biochemistry (...</td>\n",
       "      <td>14769271</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'Elsevier SD Freedom Collection': '', 'CRKN E...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>97</td>\n",
       "      <td>21100466764</td>\n",
       "      <td>Applied Biological Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>24680842, 24680834</td>\n",
       "      <td>0,461</td>\n",
       "      <td>Q3</td>\n",
       "      <td>16</td>\n",
       "      <td>81</td>\n",
       "      <td>320</td>\n",
       "      <td>...</td>\n",
       "      <td>289</td>\n",
       "      <td>1,69</td>\n",
       "      <td>32,69</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>Springer Netherlands</td>\n",
       "      <td>2016-ongoing</td>\n",
       "      <td>Biochemistry, Genetics and Molecular Biology (...</td>\n",
       "      <td>24680842</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'Canadian Research Knowledge Network Springer...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>98</td>\n",
       "      <td>23050</td>\n",
       "      <td>Journal of Microencapsulation</td>\n",
       "      <td>journal</td>\n",
       "      <td>02652048, 14645246</td>\n",
       "      <td>0,444</td>\n",
       "      <td>Q3</td>\n",
       "      <td>70</td>\n",
       "      <td>59</td>\n",
       "      <td>241</td>\n",
       "      <td>...</td>\n",
       "      <td>239</td>\n",
       "      <td>2,05</td>\n",
       "      <td>44,24</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Taylor &amp; Francis</td>\n",
       "      <td>1984-ongoing</td>\n",
       "      <td>Pharmaceutical Science (Q2); Bioengineering (Q...</td>\n",
       "      <td>02652048</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'EBSCOhost Academic Search Complete': 'Availa...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>99</td>\n",
       "      <td>24642</td>\n",
       "      <td>Journal of Molecular Structure</td>\n",
       "      <td>journal</td>\n",
       "      <td>00222860</td>\n",
       "      <td>0,434</td>\n",
       "      <td>Q3</td>\n",
       "      <td>89</td>\n",
       "      <td>1205</td>\n",
       "      <td>3318</td>\n",
       "      <td>...</td>\n",
       "      <td>3287</td>\n",
       "      <td>2,19</td>\n",
       "      <td>45,65</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>Elsevier BV</td>\n",
       "      <td>1967-ongoing</td>\n",
       "      <td>Analytical Chemistry (Q3); Inorganic Chemistry...</td>\n",
       "      <td>00222860</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'Elsevier SD Freedom Collection': '', 'CRKN E...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>100</td>\n",
       "      <td>21100398885</td>\n",
       "      <td>Carbon Letters</td>\n",
       "      <td>journal</td>\n",
       "      <td>22334998, 19764251</td>\n",
       "      <td>0,423</td>\n",
       "      <td>Q3</td>\n",
       "      <td>11</td>\n",
       "      <td>64</td>\n",
       "      <td>154</td>\n",
       "      <td>...</td>\n",
       "      <td>122</td>\n",
       "      <td>2,31</td>\n",
       "      <td>32,86</td>\n",
       "      <td>South Korea</td>\n",
       "      <td>Korean Carbon Society</td>\n",
       "      <td>2015-ongoing</td>\n",
       "      <td>Ceramics and Composites (Q2); Energy Engineeri...</td>\n",
       "      <td>22334998</td>\n",
       "      <td>Full-text available</td>\n",
       "      <td>{'Canadian Research Knowledge Network Springer...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>100 rows × 22 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    Rank     Sourceid                                              Title  \\\n",
       "0      1        26465                        Progress in Polymer Science   \n",
       "1      2        26371                            Natural Product Reports   \n",
       "2      3        26968  Journal of Photochemistry and Photobiology C: ...   \n",
       "3      4        26396                                    Organic Letters   \n",
       "4      5  21100779404                                     Macromolecules   \n",
       "5      6  21100209317                                  ACS Macro Letters   \n",
       "6      7  21100242403                                      Redox Biology   \n",
       "7      8        23392                     Chemistry - A European Journal   \n",
       "8      9        22669                   Advanced Synthesis and Catalysis   \n",
       "9     10  21100778649  Proceedings - 2016 IEEE Symposium on Security ...   \n",
       "10    11  21100403813                        Organic Chemistry Frontiers   \n",
       "11    12        16313                                               Fuel   \n",
       "12    13        25781                                  Aldrichimica Acta   \n",
       "13    14  19700182678                                  Polymer Chemistry   \n",
       "14    15        25896                       Journal of Organic Chemistry   \n",
       "15    16        16876                             Bioconjugate Chemistry   \n",
       "16    17        26423                                    Organometallics   \n",
       "17    18  19900191733                                        ChemCatChem   \n",
       "18    19        26554             Advances in Physical Organic Chemistry   \n",
       "19    20        25801                              Carbohydrate Polymers   \n",
       "20    21        25879        International Journal of Molecular Sciences   \n",
       "21    22        25939                Macromolecular Rapid Communications   \n",
       "22    23        23053                        Journal of Natural Products   \n",
       "23    24        26400             Organic Process Research & Development   \n",
       "24    25        17464            European Journal of Medicinal Chemistry   \n",
       "25    26  19700177127                    ACS Medicinal Chemistry Letters   \n",
       "26    27       130000                        Journal of Chromatography A   \n",
       "27    28        16944                                        ChemBioChem   \n",
       "28    29   4800156201                       Chemistry - An Asian Journal   \n",
       "29    30        26388                 Organic and Biomolecular Chemistry   \n",
       "..   ...          ...                                                ...   \n",
       "70    71        26489                                     Starch/Staerke   \n",
       "71    72        26514                                Tetrahedron Letters   \n",
       "72    73        21880                                   Cereal Chemistry   \n",
       "73    74        24088          Rapid Communications in Mass Spectrometry   \n",
       "74    75  19700188408                        Artificial DNA: PNA and XNA   \n",
       "75    76        21190           Drug Development and Industrial Pharmacy   \n",
       "76    77        14456                              Polymer International   \n",
       "77    78        24819                           Natural Product Research   \n",
       "78    79        25283                      Journal of Fluorine Chemistry   \n",
       "79    80   4000150314                   Chemical Biology and Drug Design   \n",
       "80    81        14858                              Biophysical Chemistry   \n",
       "81    82  21100267917                             Carbohydrate Chemistry   \n",
       "82    83  21100255503                          Journal of Flow Chemistry   \n",
       "83    84  19700185200                       Journal of Natural Medicines   \n",
       "84    85        26513                              Tetrahedron Asymmetry   \n",
       "85    86        21744                                      Planta Medica   \n",
       "86    87        25944              Macromolecular Theory and Simulations   \n",
       "87    88  11600153417        Current Protocols in Nucleic Acid Chemistry   \n",
       "88    89        25881  JAOCS, Journal of the American Oil Chemists' S...   \n",
       "89    90        25897                Journal of Organometallic Chemistry   \n",
       "90    91        16948                                          Chirality   \n",
       "91    92        25941                            Macromolecular Research   \n",
       "92    93        25836                          Current Organic Chemistry   \n",
       "93    94        15432         Bioscience, Biotechnology and Biochemistry   \n",
       "94    95        29053                                Molecular Diversity   \n",
       "95    96        24599                Computational Biology and Chemistry   \n",
       "96    97  21100466764                       Applied Biological Chemistry   \n",
       "97    98        23050                      Journal of Microencapsulation   \n",
       "98    99        24642                     Journal of Molecular Structure   \n",
       "99   100  21100398885                                     Carbon Letters   \n",
       "\n",
       "                          Type                Issn    SJR SJR Quartile  \\\n",
       "0                      journal            00796700  6,365           Q1   \n",
       "1                      journal  02650568, 14604752  3,552           Q1   \n",
       "2                      journal            13895567  2,943           Q1   \n",
       "3                      journal  15237052, 15237060  2,441           Q1   \n",
       "4                      journal  00249297, 15205835  2,243           Q1   \n",
       "5                      journal            21611653  2,201           Q1   \n",
       "6                      journal            22132317  2,166           Q1   \n",
       "7                      journal  15213765, 09476539  1,842           Q1   \n",
       "8                      journal            16154150  1,817           Q1   \n",
       "9   conference and proceedings            00002016  1,777            -   \n",
       "10                     journal  20524110, 20524129  1,774           Q1   \n",
       "11                     journal            00162361  1,745           Q1   \n",
       "12                     journal            00025100  1,637           Q1   \n",
       "13                     journal  17599954, 17599962  1,618           Q1   \n",
       "14                     journal  15206904, 00223263  1,607           Q1   \n",
       "15                     journal  15204812, 10431802  1,551           Q1   \n",
       "16                     journal  15206041, 02767333  1,473           Q1   \n",
       "17                     journal  18673880, 18673899  1,472           Q1   \n",
       "18                 book series            00653160  1,426           Q1   \n",
       "19                     journal            01448617  1,377           Q1   \n",
       "20                     journal            14220067  1,312           Q1   \n",
       "21                     journal  10221336, 15213927  1,310           Q1   \n",
       "22                     journal  01633864, 15206025  1,271           Q1   \n",
       "23                     journal  1520586X, 10836160  1,243           Q1   \n",
       "24                     journal            02235234  1,210           Q1   \n",
       "25                     journal            19485875  1,202           Q1   \n",
       "26                     journal            00219673  1,188           Q1   \n",
       "27                     journal  14394227, 14397633  1,155           Q1   \n",
       "28                     journal  18614728, 1861471X  1,128           Q1   \n",
       "29                     journal  14770520, 14770539  1,119           Q1   \n",
       "..                         ...                 ...    ...          ...   \n",
       "70                     journal  00389056, 1521379X  0,625           Q2   \n",
       "71                     journal            00404039  0,621           Q2   \n",
       "72                     journal            00090352  0,619           Q2   \n",
       "73                     journal  09514198, 10970231  0,610           Q2   \n",
       "74                     journal  19490968, 1949095X  0,609           Q2   \n",
       "75                     journal  03639045, 15205762  0,608           Q2   \n",
       "76                     journal  10970126, 09598103  0,603           Q2   \n",
       "77                     journal            14786419  0,602           Q2   \n",
       "78                     journal            00221139  0,599           Q2   \n",
       "79                     journal            17470277  0,597           Q2   \n",
       "80                     journal            03014622  0,591           Q2   \n",
       "81                 book series  2041353X, 14651963  0,591           Q2   \n",
       "82                     journal            2062249X  0,580           Q2   \n",
       "83                     journal            18610293  0,569           Q2   \n",
       "84                     journal  1362511X, 09574166  0,560           Q2   \n",
       "85                     journal  14390221, 00320943  0,559           Q2   \n",
       "86                     journal  15213919, 10221344  0,556           Q2   \n",
       "87                     journal  19349270, 19349289  0,532           Q2   \n",
       "88                     journal            0003021X  0,531           Q3   \n",
       "89                     journal            0022328X  0,530           Q3   \n",
       "90                     journal  1520636X, 08990042  0,522           Q3   \n",
       "91                     journal            15985032  0,508           Q3   \n",
       "92                     journal            13852728  0,489           Q3   \n",
       "93                     journal  09168451, 13476947  0,487           Q3   \n",
       "94                     journal  1573501X, 13811991  0,482           Q3   \n",
       "95                     journal            14769271  0,479           Q3   \n",
       "96                     journal  24680842, 24680834  0,461           Q3   \n",
       "97                     journal  02652048, 14645246  0,444           Q3   \n",
       "98                     journal            00222860  0,434           Q3   \n",
       "99                     journal  22334998, 19764251  0,423           Q3   \n",
       "\n",
       "    H index  Total Docs. (2018)  Total Docs. (3years)  ...  \\\n",
       "0       244                  61                   148  ...   \n",
       "1       157                  76                   221  ...   \n",
       "2        80                  23                    63  ...   \n",
       "3       220                1912                  4978  ...   \n",
       "4       288                1069                  2956  ...   \n",
       "5        71                 269                   845  ...   \n",
       "6        57                 281                   538  ...   \n",
       "7       220                2530                  7089  ...   \n",
       "8       140                 601                  1502  ...   \n",
       "9        18                   0                    58  ...   \n",
       "10       39                 495                   835  ...   \n",
       "11      181                1680                  3899  ...   \n",
       "12       57                   3                    41  ...   \n",
       "13       97                 561                  2426  ...   \n",
       "14      210                1598                  4286  ...   \n",
       "15      161                 443                   950  ...   \n",
       "16      162                 554                  1769  ...   \n",
       "17       86                 687                  1664  ...   \n",
       "18       28                   4                    16  ...   \n",
       "19      172                1269                  3660  ...   \n",
       "20      114                4150                  6662  ...   \n",
       "21      139                 326                   808  ...   \n",
       "22      124                 349                  1250  ...   \n",
       "23       95                 220                   709  ...   \n",
       "24      135                1004                  2391  ...   \n",
       "25       52                 246                   678  ...   \n",
       "26      210                 802                  2931  ...   \n",
       "27      117                 357                  1039  ...   \n",
       "28       93                 507                  1260  ...   \n",
       "29      130                1150                  3840  ...   \n",
       "..      ...                 ...                   ...  ...   \n",
       "70       71                 168                   404  ...   \n",
       "71      159                 965                  4113  ...   \n",
       "72       90                  84                   327  ...   \n",
       "73      126                 276                   845  ...   \n",
       "74       12                   0                     1  ...   \n",
       "75       78                 229                   667  ...   \n",
       "76       95                 185                   610  ...   \n",
       "77       42                1200                  1514  ...   \n",
       "78       82                 168                   635  ...   \n",
       "79       71                 228                   632  ...   \n",
       "80       89                  74                   276  ...   \n",
       "81        9                   0                    20  ...   \n",
       "82       17                  20                   112  ...   \n",
       "83       37                 116                   241  ...   \n",
       "84      102                   0                   517  ...   \n",
       "85      103                 157                   547  ...   \n",
       "86       50                  35                   147  ...   \n",
       "87       14                  19                    67  ...   \n",
       "88      104                 139                   480  ...   \n",
       "89      118                 468                  1401  ...   \n",
       "90       73                 137                   341  ...   \n",
       "91       42                 195                   472  ...   \n",
       "92       97                 176                   550  ...   \n",
       "93      104                 273                   972  ...   \n",
       "94       54                 103                   233  ...   \n",
       "95       55                 193                   371  ...   \n",
       "96       16                  81                   320  ...   \n",
       "97       70                  59                   241  ...   \n",
       "98       89                1205                  3318  ...   \n",
       "99       11                  64                   154  ...   \n",
       "\n",
       "    Citable Docs. (3years)  Cites / Doc. (2years)  Ref. / Doc.  \\\n",
       "0                      145                  24,52       273,95   \n",
       "1                      209                  10,70       130,43   \n",
       "2                       61                   9,98       168,87   \n",
       "3                     4860                   6,72        47,45   \n",
       "4                     2919                   6,00        53,83   \n",
       "5                      838                   5,74        40,21   \n",
       "6                      523                   7,77        62,51   \n",
       "7                     6845                   5,03        63,29   \n",
       "8                     1464                   5,41        73,04   \n",
       "9                       55                  13,40         0,00   \n",
       "10                     816                   4,90        64,73   \n",
       "11                    3845                   5,70        44,70   \n",
       "12                      14                   3,82        85,00   \n",
       "13                    2384                   4,79        56,73   \n",
       "14                    4230                   4,77        52,09   \n",
       "15                     919                   4,38        51,39   \n",
       "16                    1735                   4,06        62,06   \n",
       "17                    1589                   4,42        61,33   \n",
       "18                       8                   5,25        73,75   \n",
       "19                    3617                   6,23        46,81   \n",
       "20                    6565                   4,21        73,30   \n",
       "21                     775                   3,87        49,47   \n",
       "22                    1218                   4,36        35,78   \n",
       "23                     677                   3,36        35,99   \n",
       "24                    2377                   4,94        55,28   \n",
       "25                     645                   3,75        25,53   \n",
       "26                    2874                   3,81        38,87   \n",
       "27                    1001                   2,64        44,13   \n",
       "28                    1227                   3,69        66,60   \n",
       "29                    3772                   3,55        52,80   \n",
       "..                     ...                    ...          ...   \n",
       "70                     395                   1,81        43,90   \n",
       "71                    4053                   2,33        41,39   \n",
       "72                     324                   1,33        41,44   \n",
       "73                     801                   2,00        35,77   \n",
       "74                       1                   2,00         0,00   \n",
       "75                     660                   2,36        41,68   \n",
       "76                     594                   2,50        47,65   \n",
       "77                    1365                   2,06        14,17   \n",
       "78                     627                   2,08        45,10   \n",
       "79                     593                   2,40        38,05   \n",
       "80                     268                   1,75        46,88   \n",
       "81                      18                   1,11         0,00   \n",
       "82                     103                   2,23        39,80   \n",
       "83                     234                   2,15        27,59   \n",
       "84                     513                   1,92         0,00   \n",
       "85                     520                   2,58        42,67   \n",
       "86                     141                   1,88        43,97   \n",
       "87                      67                   0,76        29,53   \n",
       "88                     461                   1,80        38,60   \n",
       "89                    1383                   2,09        56,55   \n",
       "90                     333                   1,91        39,62   \n",
       "91                     466                   1,78        35,65   \n",
       "92                     484                   1,92       104,47   \n",
       "93                     954                   1,36        35,84   \n",
       "94                     230                   2,07        49,57   \n",
       "95                     365                   1,69        48,31   \n",
       "96                     289                   1,69        32,69   \n",
       "97                     239                   2,05        44,24   \n",
       "98                    3287                   2,19        45,65   \n",
       "99                     122                   2,31        32,86   \n",
       "\n",
       "                 Country                                          Publisher  \\\n",
       "0            Netherlands                                        Elsevier BV   \n",
       "1         United Kingdom                         Royal Society of Chemistry   \n",
       "2            Netherlands                                        Elsevier BV   \n",
       "3          United States                          American Chemical Society   \n",
       "4          United States                          American Chemical Society   \n",
       "5          United States                          American Chemical Society   \n",
       "6            Netherlands                                        Elsevier BV   \n",
       "7         United Kingdom                             John Wiley & Sons Ltd.   \n",
       "8         United Kingdom                             John Wiley & Sons Ltd.   \n",
       "9          United States                                                NaN   \n",
       "10        United Kingdom                         Royal Society of Chemistry   \n",
       "11           Netherlands                                        Elsevier BV   \n",
       "12         United States                               Aldrich Chemical Co.   \n",
       "13        United Kingdom                         Royal Society of Chemistry   \n",
       "14         United States                          American Chemical Society   \n",
       "15         United States                          American Chemical Society   \n",
       "16         United States                          American Chemical Society   \n",
       "17               Germany                 Wiley - VCH Verlag GmbH & CO. KGaA   \n",
       "18         United States                                      Elsevier Inc.   \n",
       "19        United Kingdom                                      Elsevier Ltd.   \n",
       "20           Switzerland  Multidisciplinary Digital Publishing Institute...   \n",
       "21        United Kingdom                             John Wiley & Sons Ltd.   \n",
       "22         United States                          American Chemical Society   \n",
       "23         United States                          American Chemical Society   \n",
       "24           Netherlands                                        Elsevier BV   \n",
       "25         United States                          American Chemical Society   \n",
       "26           Netherlands                                        Elsevier BV   \n",
       "27        United Kingdom                             John Wiley & Sons Ltd.   \n",
       "28               Germany                   Wiley - V C H Verlag GmbbH & Co.   \n",
       "29        United Kingdom                         Royal Society of Chemistry   \n",
       "..                   ...                                                ...   \n",
       "70               Germany                   Wiley - V C H Verlag GmbbH & Co.   \n",
       "71        United Kingdom                                      Elsevier Ltd.   \n",
       "72         United States      American Association of Cereal Chemists, Inc.   \n",
       "73         United States                             John Wiley & Sons Inc.   \n",
       "74         United States                                  Landes Bioscience   \n",
       "75         United States                                 Marcel Dekker Inc.   \n",
       "76         United States                             John Wiley & Sons Inc.   \n",
       "77        United Kingdom                                   Taylor & Francis   \n",
       "78           Netherlands                                        Elsevier BV   \n",
       "79        United Kingdom                                          Blackwell   \n",
       "80           Netherlands                                        Elsevier BV   \n",
       "81        United Kingdom                         Royal Society of Chemistry   \n",
       "82               Hungary                                    Akademiai Kiado   \n",
       "83               Germany                                    Springer Verlag   \n",
       "84        United Kingdom                                      Elsevier Ltd.   \n",
       "85               Germany                                Georg Thieme Verlag   \n",
       "86        United Kingdom                             John Wiley & Sons Ltd.   \n",
       "87         United States                                     Wiley-Liss Inc   \n",
       "88               Germany                                    Springer Verlag   \n",
       "89           Netherlands                                        Elsevier BV   \n",
       "90         United States                             John Wiley & Sons Inc.   \n",
       "91           South Korea                           Polymer Society of Korea   \n",
       "92  United Arab Emirates                         Bentham Science Publishers   \n",
       "93        United Kingdom                                   Taylor & Francis   \n",
       "94           Netherlands                         Kluwer Academic Publishers   \n",
       "95        United Kingdom                                      Elsevier Ltd.   \n",
       "96           Netherlands                               Springer Netherlands   \n",
       "97        United Kingdom                                   Taylor & Francis   \n",
       "98           Netherlands                                        Elsevier BV   \n",
       "99           South Korea                              Korean Carbon Society   \n",
       "\n",
       "                                             Coverage  \\\n",
       "0   1967, 1970-1971, 1975, 1977-1978, 1980-1986, 1...   \n",
       "1                                        1984-ongoing   \n",
       "2                                        2000-ongoing   \n",
       "3                                        1999-ongoing   \n",
       "4                                        1968-ongoing   \n",
       "5                                        2012-ongoing   \n",
       "6                                        2013-ongoing   \n",
       "7                                        1995-ongoing   \n",
       "8                                        1992-ongoing   \n",
       "9                                                2016   \n",
       "10                                       2014-ongoing   \n",
       "11                                 1922, 1970-ongoing   \n",
       "12                                       1990-ongoing   \n",
       "13                                       2010-ongoing   \n",
       "14                                       1936-ongoing   \n",
       "15                                       1990-ongoing   \n",
       "16                                       1982-ongoing   \n",
       "17                                       2009-ongoing   \n",
       "18  1963-1971, 1973, 1975-1978, 1981-1985, 1987-19...   \n",
       "19                                       1981-ongoing   \n",
       "20                                       2000-ongoing   \n",
       "21                                       1994-ongoing   \n",
       "22                     1949, 1971, 1973, 1978-ongoing   \n",
       "23                                       1997-ongoing   \n",
       "24                                       1974-ongoing   \n",
       "25                                       2010-ongoing   \n",
       "26                                       1958-ongoing   \n",
       "27                                       2000-ongoing   \n",
       "28                                       2006-ongoing   \n",
       "29                                       2003-ongoing   \n",
       "..                                                ...   \n",
       "70                            1949-1959, 1961-ongoing   \n",
       "71                                       1959-ongoing   \n",
       "72  1974, 1978-1979, 1981, 1983-1984, 1986, 1989, ...   \n",
       "73                                       1987-ongoing   \n",
       "74                            2010-2014, 2016-ongoing   \n",
       "75                                 1974, 1976-ongoing   \n",
       "76                                       1991-ongoing   \n",
       "77                                       2003-ongoing   \n",
       "78                                       1971-ongoing   \n",
       "79                                       2006-ongoing   \n",
       "80                                       1973-ongoing   \n",
       "81                                       2011-ongoing   \n",
       "82                                       2011-ongoing   \n",
       "83                                       2006-ongoing   \n",
       "84                                       1990-ongoing   \n",
       "85                                 1961, 1965-ongoing   \n",
       "86                                       1992-ongoing   \n",
       "87                                       2000-ongoing   \n",
       "88                                       1947-ongoing   \n",
       "89                                       1963-ongoing   \n",
       "90                                       1989-ongoing   \n",
       "91                                       2002-ongoing   \n",
       "92                                       1997-ongoing   \n",
       "93                            1988-1989, 1992-ongoing   \n",
       "94                      1995-1998, 2000, 2003-ongoing   \n",
       "95                                       2003-ongoing   \n",
       "96                                       2016-ongoing   \n",
       "97                                       1984-ongoing   \n",
       "98                                       1967-ongoing   \n",
       "99                                       2015-ongoing   \n",
       "\n",
       "                                           Categories    q_issn  \\\n",
       "0   Ceramics and Composites (Q1); Materials Chemis...  00796700   \n",
       "1   Biochemistry (Q1); Drug Discovery (Q1); Organi...  02650568   \n",
       "2   Catalysis (Q1); Organic Chemistry (Q1); Physic...  13895567   \n",
       "3   Biochemistry (Q1); Organic Chemistry (Q1); Phy...  15237052   \n",
       "4   Inorganic Chemistry (Q1); Materials Chemistry ...  00249297   \n",
       "5   Inorganic Chemistry (Q1); Materials Chemistry ...  21611653   \n",
       "6   Biochemistry (Q1); Clinical Biochemistry (Q1);...  22132317   \n",
       "7   Catalysis (Q1); Chemistry (miscellaneous) (Q1)...  15213765   \n",
       "8              Catalysis (Q1); Organic Chemistry (Q1)  16154150   \n",
       "9                                   Organic Chemistry  00002016   \n",
       "10                             Organic Chemistry (Q1)  20524110   \n",
       "11  Chemical Engineering (miscellaneous) (Q1); Ene...  00162361   \n",
       "12                             Organic Chemistry (Q1)  00025100   \n",
       "13  Biochemistry (Q1); Bioengineering (Q1); Biomed...  17599954   \n",
       "14                             Organic Chemistry (Q1)  15206904   \n",
       "15  Bioengineering (Q1); Biomedical Engineering (Q...  15204812   \n",
       "16  Inorganic Chemistry (Q1); Organic Chemistry (Q...  15206041   \n",
       "17  Catalysis (Q1); Inorganic Chemistry (Q1); Orga...  18673880   \n",
       "18  Organic Chemistry (Q1); Physical and Theoretic...  00653160   \n",
       "19  Materials Chemistry (Q1); Organic Chemistry (Q...  01448617   \n",
       "20  Catalysis (Q1); Computer Science Applications ...  14220067   \n",
       "21  Materials Chemistry (Q1); Organic Chemistry (Q...  10221336   \n",
       "22  Analytical Chemistry (Q1); Complementary and A...  01633864   \n",
       "23  Organic Chemistry (Q1); Physical and Theoretic...  1520586X   \n",
       "24  Drug Discovery (Q1); Medicine (miscellaneous) ...  02235234   \n",
       "25  Drug Discovery (Q1); Organic Chemistry (Q1); B...  19485875   \n",
       "26  Analytical Chemistry (Q1); Medicine (miscellan...  00219673   \n",
       "27  Organic Chemistry (Q1); Biochemistry (Q2); Mol...  14394227   \n",
       "28  Chemistry (miscellaneous) (Q1); Organic Chemis...  18614728   \n",
       "29  Organic Chemistry (Q1); Physical and Theoretic...  14770520   \n",
       "..                                                ...       ...   \n",
       "70          Food Science (Q2); Organic Chemistry (Q2)  00389056   \n",
       "71  Drug Discovery (Q2); Organic Chemistry (Q2); B...  00404039   \n",
       "72          Food Science (Q2); Organic Chemistry (Q2)  00090352   \n",
       "73  Analytical Chemistry (Q2); Organic Chemistry (...  09514198   \n",
       "74  Medicine (miscellaneous) (Q2); Organic Chemist...  19490968   \n",
       "75  Drug Discovery (Q2); Organic Chemistry (Q2); P...  03639045   \n",
       "76  Polymers and Plastics (Q1); Materials Chemistr...  10970126   \n",
       "77  Analytical Chemistry (Q2); Organic Chemistry (...  14786419   \n",
       "78  Inorganic Chemistry (Q2); Organic Chemistry (Q...  00221139   \n",
       "79  Drug Discovery (Q2); Organic Chemistry (Q2); P...  17470277   \n",
       "80  Biophysics (Q2); Organic Chemistry (Q2); Bioch...  03014622   \n",
       "81          Organic Chemistry (Q2); Biochemistry (Q3)  2041353X   \n",
       "82  Fluid Flow and Transfer Processes (Q1); Chemis...  2062249X   \n",
       "83  Complementary and Alternative Medicine (Q1); D...  18610293   \n",
       "84  Inorganic Chemistry (Q2); Organic Chemistry (Q...  1362511X   \n",
       "85  Complementary and Alternative Medicine (Q1); A...  14390221   \n",
       "86  Polymers and Plastics (Q1); Condensed Matter P...  15213919   \n",
       "87  Medicine (miscellaneous) (Q2); Organic Chemist...  19349270   \n",
       "88  Chemical Engineering (miscellaneous) (Q2); Org...  0003021X   \n",
       "89  Inorganic Chemistry (Q2); Materials Chemistry ...  0022328X   \n",
       "90  Analytical Chemistry (Q2); Drug Discovery (Q2)...  1520636X   \n",
       "91  Chemical Engineering (miscellaneous) (Q2); Mat...  15985032   \n",
       "92                             Organic Chemistry (Q3)  13852728   \n",
       "93  Analytical Chemistry (Q2); Medicine (miscellan...  09168451   \n",
       "94  Information Systems (Q2); Medicine (miscellane...  1573501X   \n",
       "95  Computational Mathematics (Q2); Biochemistry (...  14769271   \n",
       "96  Biochemistry, Genetics and Molecular Biology (...  24680842   \n",
       "97  Pharmaceutical Science (Q2); Bioengineering (Q...  02652048   \n",
       "98  Analytical Chemistry (Q3); Inorganic Chemistry...  00222860   \n",
       "99  Ceramics and Composites (Q2); Energy Engineeri...  22334998   \n",
       "\n",
       "              availability                                           coverage  \n",
       "0      Full-text available  {'Elsevier SD Freedom Collection': '', 'CRKN E...  \n",
       "1      Full-text available  {'Free E- Journals': 'Most recent 3 year(s) no...  \n",
       "2      Full-text available  {'Elsevier SD Freedom Collection': '', 'CRKN E...  \n",
       "3      Full-text available  {'CRKN American Chemical Society Journals': 'A...  \n",
       "4      Full-text available  {'American Chemical Society Legacy Archive': '...  \n",
       "5      Full-text available  {'CRKN American Chemical Society Journals': 'A...  \n",
       "6      Full-text available  {'DOAJ Directory of Open Access Journals': 'Av...  \n",
       "7      Full-text available  {'CRKN Wiley Online Library': 'Available from ...  \n",
       "8      Full-text available  {'Scholars Portal': 'Available from 1995 volum...  \n",
       "9   No full-text available                                                 {}  \n",
       "10     Full-text available  {'CRKN Royal Society of Chemistry Journals Gol...  \n",
       "11     Full-text available  {'Elsevier SD Freedom Collection': 'Available ...  \n",
       "12     Full-text available  {'Free E- Journals': 'Available from 1968 volu...  \n",
       "13     Full-text available  {'CRKN Royal Society of Chemistry Journals Gol...  \n",
       "14     Full-text available  {'American Chemical Society Legacy Archive': '...  \n",
       "15     Full-text available  {'American Chemical Society Legacy Archive': '...  \n",
       "16     Full-text available  {'American Chemical Society Legacy Archive': '...  \n",
       "17     Full-text available  {'EBSCOhost Academic Search Complete': 'Availa...  \n",
       "18  No full-text available                                                 {}  \n",
       "19     Full-text available  {'Elsevier SD Freedom Collection': '', 'CRKN E...  \n",
       "20     Full-text available  {'DOAJ Directory of Open Access Journals': 'Av...  \n",
       "21     Full-text available  {'CRKN Wiley Online Library': 'Available from ...  \n",
       "22     Full-text available  {'American Chemical Society Legacy Archive': '...  \n",
       "23     Full-text available  {'CRKN American Chemical Society Journals': 'A...  \n",
       "24     Full-text available  {'Elsevier SD Freedom Collection': '', 'CRKN E...  \n",
       "25     Full-text available  {'PubMed Central': 'Available from 2010 volume...  \n",
       "26     Full-text available  {'Elsevier SD Freedom Collection': '', 'CRKN E...  \n",
       "27     Full-text available  {'Scholars Portal': 'Available from 2000 volum...  \n",
       "28     Full-text available  {'Scholars Portal': 'Available from 2006 volum...  \n",
       "29     Full-text available  {'Scholars Portal': 'Available from 2003 volum...  \n",
       "..                     ...                                                ...  \n",
       "70     Full-text available  {'CRKN Wiley Online Library': 'Available from ...  \n",
       "71     Full-text available  {'Elsevier SD Freedom Collection': '', 'CRKN E...  \n",
       "72     Full-text available  {'Free E- Journals': 'Available from 1960 volu...  \n",
       "73     Full-text available  {'CRKN Wiley Online Library': 'Available from ...  \n",
       "74     Full-text available  {'Scholars Portal': 'Available from 2014 volum...  \n",
       "75     Full-text available  {'EBSCOhost Business Source Complete': 'Availa...  \n",
       "76     Full-text available  {'CRKN Wiley Online Library': 'Available from ...  \n",
       "77     Full-text available  {'Taylor & Francis Journals Complete': 'Availa...  \n",
       "78     Full-text available  {'Elsevier SD Freedom Collection': '', 'CRKN E...  \n",
       "79     Full-text available  {'CRKN Wiley Online Library': 'Available from ...  \n",
       "80     Full-text available  {'Elsevier SD Freedom Collection': '', 'CRKN E...  \n",
       "81  No full-text available                                                 {}  \n",
       "82     Full-text available  {'Canadian Research Knowledge Network Springer...  \n",
       "83     Full-text available  {'Canadian Research Knowledge Network Springer...  \n",
       "84     Full-text available  {'Elsevier SD Freedom Collection': '', 'CRKN E...  \n",
       "85  No full-text available                                                 {}  \n",
       "86     Full-text available  {'CRKN Wiley Online Library': 'Available from ...  \n",
       "87  No full-text available                                                 {}  \n",
       "88     Full-text available  {'Canadian Research Knowledge Network Springer...  \n",
       "89     Full-text available  {'Elsevier SD Freedom Collection': 'Available ...  \n",
       "90     Full-text available  {'CRKN Wiley Online Library': 'Available from ...  \n",
       "91     Full-text available  {'Scholars Portal': 'Available from 2002 volum...  \n",
       "92  No full-text available                                                 {}  \n",
       "93     Full-text available  {'Scholars Portal': 'Available from 1996 volum...  \n",
       "94     Full-text available  {'Canadian Research Knowledge Network Springer...  \n",
       "95     Full-text available  {'Elsevier SD Freedom Collection': '', 'CRKN E...  \n",
       "96     Full-text available  {'Canadian Research Knowledge Network Springer...  \n",
       "97     Full-text available  {'EBSCOhost Academic Search Complete': 'Availa...  \n",
       "98     Full-text available  {'Elsevier SD Freedom Collection': '', 'CRKN E...  \n",
       "99     Full-text available  {'Canadian Research Knowledge Network Springer...  \n",
       "\n",
       "[100 rows x 22 columns]"
      ]
     },
     "execution_count": 52,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_rank"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Update the availability statements based on the coverage dates (emabargo, not to the present)\n",
    "df_rank[['availability']] = df_rank.apply(coverageStatement_availParser,axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th></th>\n",
       "      <th>Rank</th>\n",
       "      <th>Sourceid</th>\n",
       "      <th>Title</th>\n",
       "      <th>Type</th>\n",
       "      <th>Issn</th>\n",
       "      <th>SJR</th>\n",
       "      <th>SJR Quartile</th>\n",
       "      <th>H index</th>\n",
       "      <th>Total Docs. (2018)</th>\n",
       "      <th>Total Docs. (3years)</th>\n",
       "      <th>...</th>\n",
       "      <th>Citable Docs. (3years)</th>\n",
       "      <th>Cites / Doc. (2years)</th>\n",
       "      <th>Ref. / Doc.</th>\n",
       "      <th>Country</th>\n",
       "      <th>Publisher</th>\n",
       "      <th>Coverage</th>\n",
       "      <th>Categories</th>\n",
       "      <th>q_issn</th>\n",
       "      <th>availability</th>\n",
       "      <th>coverage</th>\n",
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       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>26465</td>\n",
       "      <td>Progress in Polymer Science</td>\n",
       "      <td>journal</td>\n",
       "      <td>00796700</td>\n",
       "      <td>6,365</td>\n",
       "      <td>Q1</td>\n",
       "      <td>244</td>\n",
       "      <td>61</td>\n",
       "      <td>148</td>\n",
       "      <td>...</td>\n",
       "      <td>145</td>\n",
       "      <td>24,52</td>\n",
       "      <td>273,95</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>Elsevier BV</td>\n",
       "      <td>1967, 1970-1971, 1975, 1977-1978, 1980-1986, 1...</td>\n",
       "      <td>Ceramics and Composites (Q1); Materials Chemis...</td>\n",
       "      <td>00796700</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'Elsevier SD Freedom Collection': '', 'CRKN E...</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>26371</td>\n",
       "      <td>Natural Product Reports</td>\n",
       "      <td>journal</td>\n",
       "      <td>02650568, 14604752</td>\n",
       "      <td>3,552</td>\n",
       "      <td>Q1</td>\n",
       "      <td>157</td>\n",
       "      <td>76</td>\n",
       "      <td>221</td>\n",
       "      <td>...</td>\n",
       "      <td>209</td>\n",
       "      <td>10,70</td>\n",
       "      <td>130,43</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Royal Society of Chemistry</td>\n",
       "      <td>1984-ongoing</td>\n",
       "      <td>Biochemistry (Q1); Drug Discovery (Q1); Organi...</td>\n",
       "      <td>02650568</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'Free E- Journals': 'Most recent 3 year(s) no...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>26968</td>\n",
       "      <td>Journal of Photochemistry and Photobiology C: ...</td>\n",
       "      <td>journal</td>\n",
       "      <td>13895567</td>\n",
       "      <td>2,943</td>\n",
       "      <td>Q1</td>\n",
       "      <td>80</td>\n",
       "      <td>23</td>\n",
       "      <td>63</td>\n",
       "      <td>...</td>\n",
       "      <td>61</td>\n",
       "      <td>9,98</td>\n",
       "      <td>168,87</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>Elsevier BV</td>\n",
       "      <td>2000-ongoing</td>\n",
       "      <td>Catalysis (Q1); Organic Chemistry (Q1); Physic...</td>\n",
       "      <td>13895567</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'Elsevier SD Freedom Collection': '', 'CRKN E...</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>26396</td>\n",
       "      <td>Organic Letters</td>\n",
       "      <td>journal</td>\n",
       "      <td>15237052, 15237060</td>\n",
       "      <td>2,441</td>\n",
       "      <td>Q1</td>\n",
       "      <td>220</td>\n",
       "      <td>1912</td>\n",
       "      <td>4978</td>\n",
       "      <td>...</td>\n",
       "      <td>4860</td>\n",
       "      <td>6,72</td>\n",
       "      <td>47,45</td>\n",
       "      <td>United States</td>\n",
       "      <td>American Chemical Society</td>\n",
       "      <td>1999-ongoing</td>\n",
       "      <td>Biochemistry (Q1); Organic Chemistry (Q1); Phy...</td>\n",
       "      <td>15237052</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'CRKN American Chemical Society Journals': 'A...</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>21100779404</td>\n",
       "      <td>Macromolecules</td>\n",
       "      <td>journal</td>\n",
       "      <td>00249297, 15205835</td>\n",
       "      <td>2,243</td>\n",
       "      <td>Q1</td>\n",
       "      <td>288</td>\n",
       "      <td>1069</td>\n",
       "      <td>2956</td>\n",
       "      <td>...</td>\n",
       "      <td>2919</td>\n",
       "      <td>6,00</td>\n",
       "      <td>53,83</td>\n",
       "      <td>United States</td>\n",
       "      <td>American Chemical Society</td>\n",
       "      <td>1968-ongoing</td>\n",
       "      <td>Inorganic Chemistry (Q1); Materials Chemistry ...</td>\n",
       "      <td>00249297</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'American Chemical Society Legacy Archive': '...</td>\n",
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       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>6</td>\n",
       "      <td>21100209317</td>\n",
       "      <td>ACS Macro Letters</td>\n",
       "      <td>journal</td>\n",
       "      <td>21611653</td>\n",
       "      <td>2,201</td>\n",
       "      <td>Q1</td>\n",
       "      <td>71</td>\n",
       "      <td>269</td>\n",
       "      <td>845</td>\n",
       "      <td>...</td>\n",
       "      <td>838</td>\n",
       "      <td>5,74</td>\n",
       "      <td>40,21</td>\n",
       "      <td>United States</td>\n",
       "      <td>American Chemical Society</td>\n",
       "      <td>2012-ongoing</td>\n",
       "      <td>Inorganic Chemistry (Q1); Materials Chemistry ...</td>\n",
       "      <td>21611653</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'CRKN American Chemical Society Journals': 'A...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>7</td>\n",
       "      <td>21100242403</td>\n",
       "      <td>Redox Biology</td>\n",
       "      <td>journal</td>\n",
       "      <td>22132317</td>\n",
       "      <td>2,166</td>\n",
       "      <td>Q1</td>\n",
       "      <td>57</td>\n",
       "      <td>281</td>\n",
       "      <td>538</td>\n",
       "      <td>...</td>\n",
       "      <td>523</td>\n",
       "      <td>7,77</td>\n",
       "      <td>62,51</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>Elsevier BV</td>\n",
       "      <td>2013-ongoing</td>\n",
       "      <td>Biochemistry (Q1); Clinical Biochemistry (Q1);...</td>\n",
       "      <td>22132317</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'DOAJ Directory of Open Access Journals': 'Av...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>8</td>\n",
       "      <td>23392</td>\n",
       "      <td>Chemistry - A European Journal</td>\n",
       "      <td>journal</td>\n",
       "      <td>15213765, 09476539</td>\n",
       "      <td>1,842</td>\n",
       "      <td>Q1</td>\n",
       "      <td>220</td>\n",
       "      <td>2530</td>\n",
       "      <td>7089</td>\n",
       "      <td>...</td>\n",
       "      <td>6845</td>\n",
       "      <td>5,03</td>\n",
       "      <td>63,29</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>John Wiley &amp; Sons Ltd.</td>\n",
       "      <td>1995-ongoing</td>\n",
       "      <td>Catalysis (Q1); Chemistry (miscellaneous) (Q1)...</td>\n",
       "      <td>15213765</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'CRKN Wiley Online Library': 'Available from ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>9</td>\n",
       "      <td>22669</td>\n",
       "      <td>Advanced Synthesis and Catalysis</td>\n",
       "      <td>journal</td>\n",
       "      <td>16154150</td>\n",
       "      <td>1,817</td>\n",
       "      <td>Q1</td>\n",
       "      <td>140</td>\n",
       "      <td>601</td>\n",
       "      <td>1502</td>\n",
       "      <td>...</td>\n",
       "      <td>1464</td>\n",
       "      <td>5,41</td>\n",
       "      <td>73,04</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>John Wiley &amp; Sons Ltd.</td>\n",
       "      <td>1992-ongoing</td>\n",
       "      <td>Catalysis (Q1); Organic Chemistry (Q1)</td>\n",
       "      <td>16154150</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'Scholars Portal': 'Available from 1995 volum...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>10</td>\n",
       "      <td>21100778649</td>\n",
       "      <td>Proceedings - 2016 IEEE Symposium on Security ...</td>\n",
       "      <td>conference and proceedings</td>\n",
       "      <td>00002016</td>\n",
       "      <td>1,777</td>\n",
       "      <td>-</td>\n",
       "      <td>18</td>\n",
       "      <td>0</td>\n",
       "      <td>58</td>\n",
       "      <td>...</td>\n",
       "      <td>55</td>\n",
       "      <td>13,40</td>\n",
       "      <td>0,00</td>\n",
       "      <td>United States</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2016</td>\n",
       "      <td>Organic Chemistry</td>\n",
       "      <td>00002016</td>\n",
       "      <td>No full-text available</td>\n",
       "      <td>{}</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>11</td>\n",
       "      <td>21100403813</td>\n",
       "      <td>Organic Chemistry Frontiers</td>\n",
       "      <td>journal</td>\n",
       "      <td>20524110, 20524129</td>\n",
       "      <td>1,774</td>\n",
       "      <td>Q1</td>\n",
       "      <td>39</td>\n",
       "      <td>495</td>\n",
       "      <td>835</td>\n",
       "      <td>...</td>\n",
       "      <td>816</td>\n",
       "      <td>4,90</td>\n",
       "      <td>64,73</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Royal Society of Chemistry</td>\n",
       "      <td>2014-ongoing</td>\n",
       "      <td>Organic Chemistry (Q1)</td>\n",
       "      <td>20524110</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'CRKN Royal Society of Chemistry Journals Gol...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>12</td>\n",
       "      <td>16313</td>\n",
       "      <td>Fuel</td>\n",
       "      <td>journal</td>\n",
       "      <td>00162361</td>\n",
       "      <td>1,745</td>\n",
       "      <td>Q1</td>\n",
       "      <td>181</td>\n",
       "      <td>1680</td>\n",
       "      <td>3899</td>\n",
       "      <td>...</td>\n",
       "      <td>3845</td>\n",
       "      <td>5,70</td>\n",
       "      <td>44,70</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>Elsevier BV</td>\n",
       "      <td>1922, 1970-ongoing</td>\n",
       "      <td>Chemical Engineering (miscellaneous) (Q1); Ene...</td>\n",
       "      <td>00162361</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'Elsevier SD Freedom Collection': 'Available ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>13</td>\n",
       "      <td>25781</td>\n",
       "      <td>Aldrichimica Acta</td>\n",
       "      <td>journal</td>\n",
       "      <td>00025100</td>\n",
       "      <td>1,637</td>\n",
       "      <td>Q1</td>\n",
       "      <td>57</td>\n",
       "      <td>3</td>\n",
       "      <td>41</td>\n",
       "      <td>...</td>\n",
       "      <td>14</td>\n",
       "      <td>3,82</td>\n",
       "      <td>85,00</td>\n",
       "      <td>United States</td>\n",
       "      <td>Aldrich Chemical Co.</td>\n",
       "      <td>1990-ongoing</td>\n",
       "      <td>Organic Chemistry (Q1)</td>\n",
       "      <td>00025100</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'Free E- Journals': 'Available from 1968 volu...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>14</td>\n",
       "      <td>19700182678</td>\n",
       "      <td>Polymer Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>17599954, 17599962</td>\n",
       "      <td>1,618</td>\n",
       "      <td>Q1</td>\n",
       "      <td>97</td>\n",
       "      <td>561</td>\n",
       "      <td>2426</td>\n",
       "      <td>...</td>\n",
       "      <td>2384</td>\n",
       "      <td>4,79</td>\n",
       "      <td>56,73</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Royal Society of Chemistry</td>\n",
       "      <td>2010-ongoing</td>\n",
       "      <td>Biochemistry (Q1); Bioengineering (Q1); Biomed...</td>\n",
       "      <td>17599954</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'CRKN Royal Society of Chemistry Journals Gol...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>15</td>\n",
       "      <td>25896</td>\n",
       "      <td>Journal of Organic Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>15206904, 00223263</td>\n",
       "      <td>1,607</td>\n",
       "      <td>Q1</td>\n",
       "      <td>210</td>\n",
       "      <td>1598</td>\n",
       "      <td>4286</td>\n",
       "      <td>...</td>\n",
       "      <td>4230</td>\n",
       "      <td>4,77</td>\n",
       "      <td>52,09</td>\n",
       "      <td>United States</td>\n",
       "      <td>American Chemical Society</td>\n",
       "      <td>1936-ongoing</td>\n",
       "      <td>Organic Chemistry (Q1)</td>\n",
       "      <td>15206904</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'American Chemical Society Legacy Archive': '...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>16</td>\n",
       "      <td>16876</td>\n",
       "      <td>Bioconjugate Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>15204812, 10431802</td>\n",
       "      <td>1,551</td>\n",
       "      <td>Q1</td>\n",
       "      <td>161</td>\n",
       "      <td>443</td>\n",
       "      <td>950</td>\n",
       "      <td>...</td>\n",
       "      <td>919</td>\n",
       "      <td>4,38</td>\n",
       "      <td>51,39</td>\n",
       "      <td>United States</td>\n",
       "      <td>American Chemical Society</td>\n",
       "      <td>1990-ongoing</td>\n",
       "      <td>Bioengineering (Q1); Biomedical Engineering (Q...</td>\n",
       "      <td>15204812</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'American Chemical Society Legacy Archive': '...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>17</td>\n",
       "      <td>26423</td>\n",
       "      <td>Organometallics</td>\n",
       "      <td>journal</td>\n",
       "      <td>15206041, 02767333</td>\n",
       "      <td>1,473</td>\n",
       "      <td>Q1</td>\n",
       "      <td>162</td>\n",
       "      <td>554</td>\n",
       "      <td>1769</td>\n",
       "      <td>...</td>\n",
       "      <td>1735</td>\n",
       "      <td>4,06</td>\n",
       "      <td>62,06</td>\n",
       "      <td>United States</td>\n",
       "      <td>American Chemical Society</td>\n",
       "      <td>1982-ongoing</td>\n",
       "      <td>Inorganic Chemistry (Q1); Organic Chemistry (Q...</td>\n",
       "      <td>15206041</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'American Chemical Society Legacy Archive': '...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>18</td>\n",
       "      <td>19900191733</td>\n",
       "      <td>ChemCatChem</td>\n",
       "      <td>journal</td>\n",
       "      <td>18673880, 18673899</td>\n",
       "      <td>1,472</td>\n",
       "      <td>Q1</td>\n",
       "      <td>86</td>\n",
       "      <td>687</td>\n",
       "      <td>1664</td>\n",
       "      <td>...</td>\n",
       "      <td>1589</td>\n",
       "      <td>4,42</td>\n",
       "      <td>61,33</td>\n",
       "      <td>Germany</td>\n",
       "      <td>Wiley - VCH Verlag GmbH &amp; CO. KGaA</td>\n",
       "      <td>2009-ongoing</td>\n",
       "      <td>Catalysis (Q1); Inorganic Chemistry (Q1); Orga...</td>\n",
       "      <td>18673880</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'EBSCOhost Academic Search Complete': 'Availa...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>19</td>\n",
       "      <td>26554</td>\n",
       "      <td>Advances in Physical Organic Chemistry</td>\n",
       "      <td>book series</td>\n",
       "      <td>00653160</td>\n",
       "      <td>1,426</td>\n",
       "      <td>Q1</td>\n",
       "      <td>28</td>\n",
       "      <td>4</td>\n",
       "      <td>16</td>\n",
       "      <td>...</td>\n",
       "      <td>8</td>\n",
       "      <td>5,25</td>\n",
       "      <td>73,75</td>\n",
       "      <td>United States</td>\n",
       "      <td>Elsevier Inc.</td>\n",
       "      <td>1963-1971, 1973, 1975-1978, 1981-1985, 1987-19...</td>\n",
       "      <td>Organic Chemistry (Q1); Physical and Theoretic...</td>\n",
       "      <td>00653160</td>\n",
       "      <td>No full-text available</td>\n",
       "      <td>{}</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>20</td>\n",
       "      <td>25801</td>\n",
       "      <td>Carbohydrate Polymers</td>\n",
       "      <td>journal</td>\n",
       "      <td>01448617</td>\n",
       "      <td>1,377</td>\n",
       "      <td>Q1</td>\n",
       "      <td>172</td>\n",
       "      <td>1269</td>\n",
       "      <td>3660</td>\n",
       "      <td>...</td>\n",
       "      <td>3617</td>\n",
       "      <td>6,23</td>\n",
       "      <td>46,81</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Elsevier Ltd.</td>\n",
       "      <td>1981-ongoing</td>\n",
       "      <td>Materials Chemistry (Q1); Organic Chemistry (Q...</td>\n",
       "      <td>01448617</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'Elsevier SD Freedom Collection': '', 'CRKN E...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>21</td>\n",
       "      <td>25879</td>\n",
       "      <td>International Journal of Molecular Sciences</td>\n",
       "      <td>journal</td>\n",
       "      <td>14220067</td>\n",
       "      <td>1,312</td>\n",
       "      <td>Q1</td>\n",
       "      <td>114</td>\n",
       "      <td>4150</td>\n",
       "      <td>6662</td>\n",
       "      <td>...</td>\n",
       "      <td>6565</td>\n",
       "      <td>4,21</td>\n",
       "      <td>73,30</td>\n",
       "      <td>Switzerland</td>\n",
       "      <td>Multidisciplinary Digital Publishing Institute...</td>\n",
       "      <td>2000-ongoing</td>\n",
       "      <td>Catalysis (Q1); Computer Science Applications ...</td>\n",
       "      <td>14220067</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'DOAJ Directory of Open Access Journals': 'Av...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>22</td>\n",
       "      <td>25939</td>\n",
       "      <td>Macromolecular Rapid Communications</td>\n",
       "      <td>journal</td>\n",
       "      <td>10221336, 15213927</td>\n",
       "      <td>1,310</td>\n",
       "      <td>Q1</td>\n",
       "      <td>139</td>\n",
       "      <td>326</td>\n",
       "      <td>808</td>\n",
       "      <td>...</td>\n",
       "      <td>775</td>\n",
       "      <td>3,87</td>\n",
       "      <td>49,47</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>John Wiley &amp; Sons Ltd.</td>\n",
       "      <td>1994-ongoing</td>\n",
       "      <td>Materials Chemistry (Q1); Organic Chemistry (Q...</td>\n",
       "      <td>10221336</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'CRKN Wiley Online Library': 'Available from ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>23</td>\n",
       "      <td>23053</td>\n",
       "      <td>Journal of Natural Products</td>\n",
       "      <td>journal</td>\n",
       "      <td>01633864, 15206025</td>\n",
       "      <td>1,271</td>\n",
       "      <td>Q1</td>\n",
       "      <td>124</td>\n",
       "      <td>349</td>\n",
       "      <td>1250</td>\n",
       "      <td>...</td>\n",
       "      <td>1218</td>\n",
       "      <td>4,36</td>\n",
       "      <td>35,78</td>\n",
       "      <td>United States</td>\n",
       "      <td>American Chemical Society</td>\n",
       "      <td>1949, 1971, 1973, 1978-ongoing</td>\n",
       "      <td>Analytical Chemistry (Q1); Complementary and A...</td>\n",
       "      <td>01633864</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'American Chemical Society Legacy Archive': '...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>24</td>\n",
       "      <td>26400</td>\n",
       "      <td>Organic Process Research &amp; Development</td>\n",
       "      <td>journal</td>\n",
       "      <td>1520586X, 10836160</td>\n",
       "      <td>1,243</td>\n",
       "      <td>Q1</td>\n",
       "      <td>95</td>\n",
       "      <td>220</td>\n",
       "      <td>709</td>\n",
       "      <td>...</td>\n",
       "      <td>677</td>\n",
       "      <td>3,36</td>\n",
       "      <td>35,99</td>\n",
       "      <td>United States</td>\n",
       "      <td>American Chemical Society</td>\n",
       "      <td>1997-ongoing</td>\n",
       "      <td>Organic Chemistry (Q1); Physical and Theoretic...</td>\n",
       "      <td>1520586X</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'CRKN American Chemical Society Journals': 'A...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>25</td>\n",
       "      <td>17464</td>\n",
       "      <td>European Journal of Medicinal Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>02235234</td>\n",
       "      <td>1,210</td>\n",
       "      <td>Q1</td>\n",
       "      <td>135</td>\n",
       "      <td>1004</td>\n",
       "      <td>2391</td>\n",
       "      <td>...</td>\n",
       "      <td>2377</td>\n",
       "      <td>4,94</td>\n",
       "      <td>55,28</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>Elsevier BV</td>\n",
       "      <td>1974-ongoing</td>\n",
       "      <td>Drug Discovery (Q1); Medicine (miscellaneous) ...</td>\n",
       "      <td>02235234</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'Elsevier SD Freedom Collection': '', 'CRKN E...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>26</td>\n",
       "      <td>19700177127</td>\n",
       "      <td>ACS Medicinal Chemistry Letters</td>\n",
       "      <td>journal</td>\n",
       "      <td>19485875</td>\n",
       "      <td>1,202</td>\n",
       "      <td>Q1</td>\n",
       "      <td>52</td>\n",
       "      <td>246</td>\n",
       "      <td>678</td>\n",
       "      <td>...</td>\n",
       "      <td>645</td>\n",
       "      <td>3,75</td>\n",
       "      <td>25,53</td>\n",
       "      <td>United States</td>\n",
       "      <td>American Chemical Society</td>\n",
       "      <td>2010-ongoing</td>\n",
       "      <td>Drug Discovery (Q1); Organic Chemistry (Q1); B...</td>\n",
       "      <td>19485875</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'PubMed Central': 'Available from 2010 volume...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>27</td>\n",
       "      <td>130000</td>\n",
       "      <td>Journal of Chromatography A</td>\n",
       "      <td>journal</td>\n",
       "      <td>00219673</td>\n",
       "      <td>1,188</td>\n",
       "      <td>Q1</td>\n",
       "      <td>210</td>\n",
       "      <td>802</td>\n",
       "      <td>2931</td>\n",
       "      <td>...</td>\n",
       "      <td>2874</td>\n",
       "      <td>3,81</td>\n",
       "      <td>38,87</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>Elsevier BV</td>\n",
       "      <td>1958-ongoing</td>\n",
       "      <td>Analytical Chemistry (Q1); Medicine (miscellan...</td>\n",
       "      <td>00219673</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'Elsevier SD Freedom Collection': '', 'CRKN E...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>28</td>\n",
       "      <td>16944</td>\n",
       "      <td>ChemBioChem</td>\n",
       "      <td>journal</td>\n",
       "      <td>14394227, 14397633</td>\n",
       "      <td>1,155</td>\n",
       "      <td>Q1</td>\n",
       "      <td>117</td>\n",
       "      <td>357</td>\n",
       "      <td>1039</td>\n",
       "      <td>...</td>\n",
       "      <td>1001</td>\n",
       "      <td>2,64</td>\n",
       "      <td>44,13</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>John Wiley &amp; Sons Ltd.</td>\n",
       "      <td>2000-ongoing</td>\n",
       "      <td>Organic Chemistry (Q1); Biochemistry (Q2); Mol...</td>\n",
       "      <td>14394227</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'Scholars Portal': 'Available from 2000 volum...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>29</td>\n",
       "      <td>4800156201</td>\n",
       "      <td>Chemistry - An Asian Journal</td>\n",
       "      <td>journal</td>\n",
       "      <td>18614728, 1861471X</td>\n",
       "      <td>1,128</td>\n",
       "      <td>Q1</td>\n",
       "      <td>93</td>\n",
       "      <td>507</td>\n",
       "      <td>1260</td>\n",
       "      <td>...</td>\n",
       "      <td>1227</td>\n",
       "      <td>3,69</td>\n",
       "      <td>66,60</td>\n",
       "      <td>Germany</td>\n",
       "      <td>Wiley - V C H Verlag GmbbH &amp; Co.</td>\n",
       "      <td>2006-ongoing</td>\n",
       "      <td>Chemistry (miscellaneous) (Q1); Organic Chemis...</td>\n",
       "      <td>18614728</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'Scholars Portal': 'Available from 2006 volum...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>30</td>\n",
       "      <td>26388</td>\n",
       "      <td>Organic and Biomolecular Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>14770520, 14770539</td>\n",
       "      <td>1,119</td>\n",
       "      <td>Q1</td>\n",
       "      <td>130</td>\n",
       "      <td>1150</td>\n",
       "      <td>3840</td>\n",
       "      <td>...</td>\n",
       "      <td>3772</td>\n",
       "      <td>3,55</td>\n",
       "      <td>52,80</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Royal Society of Chemistry</td>\n",
       "      <td>2003-ongoing</td>\n",
       "      <td>Organic Chemistry (Q1); Physical and Theoretic...</td>\n",
       "      <td>14770520</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'Scholars Portal': 'Available from 2003 volum...</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",
       "      <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>70</th>\n",
       "      <td>71</td>\n",
       "      <td>26489</td>\n",
       "      <td>Starch/Staerke</td>\n",
       "      <td>journal</td>\n",
       "      <td>00389056, 1521379X</td>\n",
       "      <td>0,625</td>\n",
       "      <td>Q2</td>\n",
       "      <td>71</td>\n",
       "      <td>168</td>\n",
       "      <td>404</td>\n",
       "      <td>...</td>\n",
       "      <td>395</td>\n",
       "      <td>1,81</td>\n",
       "      <td>43,90</td>\n",
       "      <td>Germany</td>\n",
       "      <td>Wiley - V C H Verlag GmbbH &amp; Co.</td>\n",
       "      <td>1949-1959, 1961-ongoing</td>\n",
       "      <td>Food Science (Q2); Organic Chemistry (Q2)</td>\n",
       "      <td>00389056</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'CRKN Wiley Online Library': 'Available from ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>72</td>\n",
       "      <td>26514</td>\n",
       "      <td>Tetrahedron Letters</td>\n",
       "      <td>journal</td>\n",
       "      <td>00404039</td>\n",
       "      <td>0,621</td>\n",
       "      <td>Q2</td>\n",
       "      <td>159</td>\n",
       "      <td>965</td>\n",
       "      <td>4113</td>\n",
       "      <td>...</td>\n",
       "      <td>4053</td>\n",
       "      <td>2,33</td>\n",
       "      <td>41,39</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Elsevier Ltd.</td>\n",
       "      <td>1959-ongoing</td>\n",
       "      <td>Drug Discovery (Q2); Organic Chemistry (Q2); B...</td>\n",
       "      <td>00404039</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'Elsevier SD Freedom Collection': '', 'CRKN E...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>73</td>\n",
       "      <td>21880</td>\n",
       "      <td>Cereal Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>00090352</td>\n",
       "      <td>0,619</td>\n",
       "      <td>Q2</td>\n",
       "      <td>90</td>\n",
       "      <td>84</td>\n",
       "      <td>327</td>\n",
       "      <td>...</td>\n",
       "      <td>324</td>\n",
       "      <td>1,33</td>\n",
       "      <td>41,44</td>\n",
       "      <td>United States</td>\n",
       "      <td>American Association of Cereal Chemists, Inc.</td>\n",
       "      <td>1974, 1978-1979, 1981, 1983-1984, 1986, 1989, ...</td>\n",
       "      <td>Food Science (Q2); Organic Chemistry (Q2)</td>\n",
       "      <td>00090352</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'Free E- Journals': 'Available from 1960 volu...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>74</td>\n",
       "      <td>24088</td>\n",
       "      <td>Rapid Communications in Mass Spectrometry</td>\n",
       "      <td>journal</td>\n",
       "      <td>09514198, 10970231</td>\n",
       "      <td>0,610</td>\n",
       "      <td>Q2</td>\n",
       "      <td>126</td>\n",
       "      <td>276</td>\n",
       "      <td>845</td>\n",
       "      <td>...</td>\n",
       "      <td>801</td>\n",
       "      <td>2,00</td>\n",
       "      <td>35,77</td>\n",
       "      <td>United States</td>\n",
       "      <td>John Wiley &amp; Sons Inc.</td>\n",
       "      <td>1987-ongoing</td>\n",
       "      <td>Analytical Chemistry (Q2); Organic Chemistry (...</td>\n",
       "      <td>09514198</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'CRKN Wiley Online Library': 'Available from ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>75</td>\n",
       "      <td>19700188408</td>\n",
       "      <td>Artificial DNA: PNA and XNA</td>\n",
       "      <td>journal</td>\n",
       "      <td>19490968, 1949095X</td>\n",
       "      <td>0,609</td>\n",
       "      <td>Q2</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>2,00</td>\n",
       "      <td>0,00</td>\n",
       "      <td>United States</td>\n",
       "      <td>Landes Bioscience</td>\n",
       "      <td>2010-2014, 2016-ongoing</td>\n",
       "      <td>Medicine (miscellaneous) (Q2); Organic Chemist...</td>\n",
       "      <td>19490968</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'Scholars Portal': 'Available from 2014 volum...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>76</td>\n",
       "      <td>21190</td>\n",
       "      <td>Drug Development and Industrial Pharmacy</td>\n",
       "      <td>journal</td>\n",
       "      <td>03639045, 15205762</td>\n",
       "      <td>0,608</td>\n",
       "      <td>Q2</td>\n",
       "      <td>78</td>\n",
       "      <td>229</td>\n",
       "      <td>667</td>\n",
       "      <td>...</td>\n",
       "      <td>660</td>\n",
       "      <td>2,36</td>\n",
       "      <td>41,68</td>\n",
       "      <td>United States</td>\n",
       "      <td>Marcel Dekker Inc.</td>\n",
       "      <td>1974, 1976-ongoing</td>\n",
       "      <td>Drug Discovery (Q2); Organic Chemistry (Q2); P...</td>\n",
       "      <td>03639045</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'EBSCOhost Business Source Complete': 'Availa...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>77</td>\n",
       "      <td>14456</td>\n",
       "      <td>Polymer International</td>\n",
       "      <td>journal</td>\n",
       "      <td>10970126, 09598103</td>\n",
       "      <td>0,603</td>\n",
       "      <td>Q2</td>\n",
       "      <td>95</td>\n",
       "      <td>185</td>\n",
       "      <td>610</td>\n",
       "      <td>...</td>\n",
       "      <td>594</td>\n",
       "      <td>2,50</td>\n",
       "      <td>47,65</td>\n",
       "      <td>United States</td>\n",
       "      <td>John Wiley &amp; Sons Inc.</td>\n",
       "      <td>1991-ongoing</td>\n",
       "      <td>Polymers and Plastics (Q1); Materials Chemistr...</td>\n",
       "      <td>10970126</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'CRKN Wiley Online Library': 'Available from ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>78</td>\n",
       "      <td>24819</td>\n",
       "      <td>Natural Product Research</td>\n",
       "      <td>journal</td>\n",
       "      <td>14786419</td>\n",
       "      <td>0,602</td>\n",
       "      <td>Q2</td>\n",
       "      <td>42</td>\n",
       "      <td>1200</td>\n",
       "      <td>1514</td>\n",
       "      <td>...</td>\n",
       "      <td>1365</td>\n",
       "      <td>2,06</td>\n",
       "      <td>14,17</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Taylor &amp; Francis</td>\n",
       "      <td>2003-ongoing</td>\n",
       "      <td>Analytical Chemistry (Q2); Organic Chemistry (...</td>\n",
       "      <td>14786419</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'Taylor &amp; Francis Journals Complete': 'Availa...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>79</td>\n",
       "      <td>25283</td>\n",
       "      <td>Journal of Fluorine Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>00221139</td>\n",
       "      <td>0,599</td>\n",
       "      <td>Q2</td>\n",
       "      <td>82</td>\n",
       "      <td>168</td>\n",
       "      <td>635</td>\n",
       "      <td>...</td>\n",
       "      <td>627</td>\n",
       "      <td>2,08</td>\n",
       "      <td>45,10</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>Elsevier BV</td>\n",
       "      <td>1971-ongoing</td>\n",
       "      <td>Inorganic Chemistry (Q2); Organic Chemistry (Q...</td>\n",
       "      <td>00221139</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'Elsevier SD Freedom Collection': '', 'CRKN E...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>80</td>\n",
       "      <td>4000150314</td>\n",
       "      <td>Chemical Biology and Drug Design</td>\n",
       "      <td>journal</td>\n",
       "      <td>17470277</td>\n",
       "      <td>0,597</td>\n",
       "      <td>Q2</td>\n",
       "      <td>71</td>\n",
       "      <td>228</td>\n",
       "      <td>632</td>\n",
       "      <td>...</td>\n",
       "      <td>593</td>\n",
       "      <td>2,40</td>\n",
       "      <td>38,05</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Blackwell</td>\n",
       "      <td>2006-ongoing</td>\n",
       "      <td>Drug Discovery (Q2); Organic Chemistry (Q2); P...</td>\n",
       "      <td>17470277</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'CRKN Wiley Online Library': 'Available from ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>81</td>\n",
       "      <td>14858</td>\n",
       "      <td>Biophysical Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>03014622</td>\n",
       "      <td>0,591</td>\n",
       "      <td>Q2</td>\n",
       "      <td>89</td>\n",
       "      <td>74</td>\n",
       "      <td>276</td>\n",
       "      <td>...</td>\n",
       "      <td>268</td>\n",
       "      <td>1,75</td>\n",
       "      <td>46,88</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>Elsevier BV</td>\n",
       "      <td>1973-ongoing</td>\n",
       "      <td>Biophysics (Q2); Organic Chemistry (Q2); Bioch...</td>\n",
       "      <td>03014622</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'Elsevier SD Freedom Collection': '', 'CRKN E...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>82</td>\n",
       "      <td>21100267917</td>\n",
       "      <td>Carbohydrate Chemistry</td>\n",
       "      <td>book series</td>\n",
       "      <td>2041353X, 14651963</td>\n",
       "      <td>0,591</td>\n",
       "      <td>Q2</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>20</td>\n",
       "      <td>...</td>\n",
       "      <td>18</td>\n",
       "      <td>1,11</td>\n",
       "      <td>0,00</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Royal Society of Chemistry</td>\n",
       "      <td>2011-ongoing</td>\n",
       "      <td>Organic Chemistry (Q2); Biochemistry (Q3)</td>\n",
       "      <td>2041353X</td>\n",
       "      <td>No full-text available</td>\n",
       "      <td>{}</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>83</td>\n",
       "      <td>21100255503</td>\n",
       "      <td>Journal of Flow Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>2062249X</td>\n",
       "      <td>0,580</td>\n",
       "      <td>Q2</td>\n",
       "      <td>17</td>\n",
       "      <td>20</td>\n",
       "      <td>112</td>\n",
       "      <td>...</td>\n",
       "      <td>103</td>\n",
       "      <td>2,23</td>\n",
       "      <td>39,80</td>\n",
       "      <td>Hungary</td>\n",
       "      <td>Akademiai Kiado</td>\n",
       "      <td>2011-ongoing</td>\n",
       "      <td>Fluid Flow and Transfer Processes (Q1); Chemis...</td>\n",
       "      <td>2062249X</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'Canadian Research Knowledge Network Springer...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>84</td>\n",
       "      <td>19700185200</td>\n",
       "      <td>Journal of Natural Medicines</td>\n",
       "      <td>journal</td>\n",
       "      <td>18610293</td>\n",
       "      <td>0,569</td>\n",
       "      <td>Q2</td>\n",
       "      <td>37</td>\n",
       "      <td>116</td>\n",
       "      <td>241</td>\n",
       "      <td>...</td>\n",
       "      <td>234</td>\n",
       "      <td>2,15</td>\n",
       "      <td>27,59</td>\n",
       "      <td>Germany</td>\n",
       "      <td>Springer Verlag</td>\n",
       "      <td>2006-ongoing</td>\n",
       "      <td>Complementary and Alternative Medicine (Q1); D...</td>\n",
       "      <td>18610293</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'Canadian Research Knowledge Network Springer...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>85</td>\n",
       "      <td>26513</td>\n",
       "      <td>Tetrahedron Asymmetry</td>\n",
       "      <td>journal</td>\n",
       "      <td>1362511X, 09574166</td>\n",
       "      <td>0,560</td>\n",
       "      <td>Q2</td>\n",
       "      <td>102</td>\n",
       "      <td>0</td>\n",
       "      <td>517</td>\n",
       "      <td>...</td>\n",
       "      <td>513</td>\n",
       "      <td>1,92</td>\n",
       "      <td>0,00</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Elsevier Ltd.</td>\n",
       "      <td>1990-ongoing</td>\n",
       "      <td>Inorganic Chemistry (Q2); Organic Chemistry (Q...</td>\n",
       "      <td>1362511X</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'Elsevier SD Freedom Collection': '', 'CRKN E...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>86</td>\n",
       "      <td>21744</td>\n",
       "      <td>Planta Medica</td>\n",
       "      <td>journal</td>\n",
       "      <td>14390221, 00320943</td>\n",
       "      <td>0,559</td>\n",
       "      <td>Q2</td>\n",
       "      <td>103</td>\n",
       "      <td>157</td>\n",
       "      <td>547</td>\n",
       "      <td>...</td>\n",
       "      <td>520</td>\n",
       "      <td>2,58</td>\n",
       "      <td>42,67</td>\n",
       "      <td>Germany</td>\n",
       "      <td>Georg Thieme Verlag</td>\n",
       "      <td>1961, 1965-ongoing</td>\n",
       "      <td>Complementary and Alternative Medicine (Q1); A...</td>\n",
       "      <td>14390221</td>\n",
       "      <td>No full-text available</td>\n",
       "      <td>{}</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>87</td>\n",
       "      <td>25944</td>\n",
       "      <td>Macromolecular Theory and Simulations</td>\n",
       "      <td>journal</td>\n",
       "      <td>15213919, 10221344</td>\n",
       "      <td>0,556</td>\n",
       "      <td>Q2</td>\n",
       "      <td>50</td>\n",
       "      <td>35</td>\n",
       "      <td>147</td>\n",
       "      <td>...</td>\n",
       "      <td>141</td>\n",
       "      <td>1,88</td>\n",
       "      <td>43,97</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>John Wiley &amp; Sons Ltd.</td>\n",
       "      <td>1992-ongoing</td>\n",
       "      <td>Polymers and Plastics (Q1); Condensed Matter P...</td>\n",
       "      <td>15213919</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'CRKN Wiley Online Library': 'Available from ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>88</td>\n",
       "      <td>11600153417</td>\n",
       "      <td>Current Protocols in Nucleic Acid Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>19349270, 19349289</td>\n",
       "      <td>0,532</td>\n",
       "      <td>Q2</td>\n",
       "      <td>14</td>\n",
       "      <td>19</td>\n",
       "      <td>67</td>\n",
       "      <td>...</td>\n",
       "      <td>67</td>\n",
       "      <td>0,76</td>\n",
       "      <td>29,53</td>\n",
       "      <td>United States</td>\n",
       "      <td>Wiley-Liss Inc</td>\n",
       "      <td>2000-ongoing</td>\n",
       "      <td>Medicine (miscellaneous) (Q2); Organic Chemist...</td>\n",
       "      <td>19349270</td>\n",
       "      <td>No full-text available</td>\n",
       "      <td>{}</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>89</td>\n",
       "      <td>25881</td>\n",
       "      <td>JAOCS, Journal of the American Oil Chemists' S...</td>\n",
       "      <td>journal</td>\n",
       "      <td>0003021X</td>\n",
       "      <td>0,531</td>\n",
       "      <td>Q3</td>\n",
       "      <td>104</td>\n",
       "      <td>139</td>\n",
       "      <td>480</td>\n",
       "      <td>...</td>\n",
       "      <td>461</td>\n",
       "      <td>1,80</td>\n",
       "      <td>38,60</td>\n",
       "      <td>Germany</td>\n",
       "      <td>Springer Verlag</td>\n",
       "      <td>1947-ongoing</td>\n",
       "      <td>Chemical Engineering (miscellaneous) (Q2); Org...</td>\n",
       "      <td>0003021X</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'Canadian Research Knowledge Network Springer...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>90</td>\n",
       "      <td>25897</td>\n",
       "      <td>Journal of Organometallic Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>0022328X</td>\n",
       "      <td>0,530</td>\n",
       "      <td>Q3</td>\n",
       "      <td>118</td>\n",
       "      <td>468</td>\n",
       "      <td>1401</td>\n",
       "      <td>...</td>\n",
       "      <td>1383</td>\n",
       "      <td>2,09</td>\n",
       "      <td>56,55</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>Elsevier BV</td>\n",
       "      <td>1963-ongoing</td>\n",
       "      <td>Inorganic Chemistry (Q2); Materials Chemistry ...</td>\n",
       "      <td>0022328X</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'Elsevier SD Freedom Collection': 'Available ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>91</td>\n",
       "      <td>16948</td>\n",
       "      <td>Chirality</td>\n",
       "      <td>journal</td>\n",
       "      <td>1520636X, 08990042</td>\n",
       "      <td>0,522</td>\n",
       "      <td>Q3</td>\n",
       "      <td>73</td>\n",
       "      <td>137</td>\n",
       "      <td>341</td>\n",
       "      <td>...</td>\n",
       "      <td>333</td>\n",
       "      <td>1,91</td>\n",
       "      <td>39,62</td>\n",
       "      <td>United States</td>\n",
       "      <td>John Wiley &amp; Sons Inc.</td>\n",
       "      <td>1989-ongoing</td>\n",
       "      <td>Analytical Chemistry (Q2); Drug Discovery (Q2)...</td>\n",
       "      <td>1520636X</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'CRKN Wiley Online Library': 'Available from ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>92</td>\n",
       "      <td>25941</td>\n",
       "      <td>Macromolecular Research</td>\n",
       "      <td>journal</td>\n",
       "      <td>15985032</td>\n",
       "      <td>0,508</td>\n",
       "      <td>Q3</td>\n",
       "      <td>42</td>\n",
       "      <td>195</td>\n",
       "      <td>472</td>\n",
       "      <td>...</td>\n",
       "      <td>466</td>\n",
       "      <td>1,78</td>\n",
       "      <td>35,65</td>\n",
       "      <td>South Korea</td>\n",
       "      <td>Polymer Society of Korea</td>\n",
       "      <td>2002-ongoing</td>\n",
       "      <td>Chemical Engineering (miscellaneous) (Q2); Mat...</td>\n",
       "      <td>15985032</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'Scholars Portal': 'Available from 2002 volum...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>93</td>\n",
       "      <td>25836</td>\n",
       "      <td>Current Organic Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>13852728</td>\n",
       "      <td>0,489</td>\n",
       "      <td>Q3</td>\n",
       "      <td>97</td>\n",
       "      <td>176</td>\n",
       "      <td>550</td>\n",
       "      <td>...</td>\n",
       "      <td>484</td>\n",
       "      <td>1,92</td>\n",
       "      <td>104,47</td>\n",
       "      <td>United Arab Emirates</td>\n",
       "      <td>Bentham Science Publishers</td>\n",
       "      <td>1997-ongoing</td>\n",
       "      <td>Organic Chemistry (Q3)</td>\n",
       "      <td>13852728</td>\n",
       "      <td>No full-text available</td>\n",
       "      <td>{}</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>94</td>\n",
       "      <td>15432</td>\n",
       "      <td>Bioscience, Biotechnology and Biochemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>09168451, 13476947</td>\n",
       "      <td>0,487</td>\n",
       "      <td>Q3</td>\n",
       "      <td>104</td>\n",
       "      <td>273</td>\n",
       "      <td>972</td>\n",
       "      <td>...</td>\n",
       "      <td>954</td>\n",
       "      <td>1,36</td>\n",
       "      <td>35,84</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Taylor &amp; Francis</td>\n",
       "      <td>1988-1989, 1992-ongoing</td>\n",
       "      <td>Analytical Chemistry (Q2); Medicine (miscellan...</td>\n",
       "      <td>09168451</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'Scholars Portal': 'Available from 1996 volum...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>95</td>\n",
       "      <td>29053</td>\n",
       "      <td>Molecular Diversity</td>\n",
       "      <td>journal</td>\n",
       "      <td>1573501X, 13811991</td>\n",
       "      <td>0,482</td>\n",
       "      <td>Q3</td>\n",
       "      <td>54</td>\n",
       "      <td>103</td>\n",
       "      <td>233</td>\n",
       "      <td>...</td>\n",
       "      <td>230</td>\n",
       "      <td>2,07</td>\n",
       "      <td>49,57</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>Kluwer Academic Publishers</td>\n",
       "      <td>1995-1998, 2000, 2003-ongoing</td>\n",
       "      <td>Information Systems (Q2); Medicine (miscellane...</td>\n",
       "      <td>1573501X</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'Canadian Research Knowledge Network Springer...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>96</td>\n",
       "      <td>24599</td>\n",
       "      <td>Computational Biology and Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>14769271</td>\n",
       "      <td>0,479</td>\n",
       "      <td>Q3</td>\n",
       "      <td>55</td>\n",
       "      <td>193</td>\n",
       "      <td>371</td>\n",
       "      <td>...</td>\n",
       "      <td>365</td>\n",
       "      <td>1,69</td>\n",
       "      <td>48,31</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Elsevier Ltd.</td>\n",
       "      <td>2003-ongoing</td>\n",
       "      <td>Computational Mathematics (Q2); Biochemistry (...</td>\n",
       "      <td>14769271</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'Elsevier SD Freedom Collection': '', 'CRKN E...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>97</td>\n",
       "      <td>21100466764</td>\n",
       "      <td>Applied Biological Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>24680842, 24680834</td>\n",
       "      <td>0,461</td>\n",
       "      <td>Q3</td>\n",
       "      <td>16</td>\n",
       "      <td>81</td>\n",
       "      <td>320</td>\n",
       "      <td>...</td>\n",
       "      <td>289</td>\n",
       "      <td>1,69</td>\n",
       "      <td>32,69</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>Springer Netherlands</td>\n",
       "      <td>2016-ongoing</td>\n",
       "      <td>Biochemistry, Genetics and Molecular Biology (...</td>\n",
       "      <td>24680842</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'Canadian Research Knowledge Network Springer...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>98</td>\n",
       "      <td>23050</td>\n",
       "      <td>Journal of Microencapsulation</td>\n",
       "      <td>journal</td>\n",
       "      <td>02652048, 14645246</td>\n",
       "      <td>0,444</td>\n",
       "      <td>Q3</td>\n",
       "      <td>70</td>\n",
       "      <td>59</td>\n",
       "      <td>241</td>\n",
       "      <td>...</td>\n",
       "      <td>239</td>\n",
       "      <td>2,05</td>\n",
       "      <td>44,24</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Taylor &amp; Francis</td>\n",
       "      <td>1984-ongoing</td>\n",
       "      <td>Pharmaceutical Science (Q2); Bioengineering (Q...</td>\n",
       "      <td>02652048</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'EBSCOhost Academic Search Complete': 'Availa...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>99</td>\n",
       "      <td>24642</td>\n",
       "      <td>Journal of Molecular Structure</td>\n",
       "      <td>journal</td>\n",
       "      <td>00222860</td>\n",
       "      <td>0,434</td>\n",
       "      <td>Q3</td>\n",
       "      <td>89</td>\n",
       "      <td>1205</td>\n",
       "      <td>3318</td>\n",
       "      <td>...</td>\n",
       "      <td>3287</td>\n",
       "      <td>2,19</td>\n",
       "      <td>45,65</td>\n",
       "      <td>Netherlands</td>\n",
       "      <td>Elsevier BV</td>\n",
       "      <td>1967-ongoing</td>\n",
       "      <td>Analytical Chemistry (Q3); Inorganic Chemistry...</td>\n",
       "      <td>00222860</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'Elsevier SD Freedom Collection': '', 'CRKN E...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>100</td>\n",
       "      <td>21100398885</td>\n",
       "      <td>Carbon Letters</td>\n",
       "      <td>journal</td>\n",
       "      <td>22334998, 19764251</td>\n",
       "      <td>0,423</td>\n",
       "      <td>Q3</td>\n",
       "      <td>11</td>\n",
       "      <td>64</td>\n",
       "      <td>154</td>\n",
       "      <td>...</td>\n",
       "      <td>122</td>\n",
       "      <td>2,31</td>\n",
       "      <td>32,86</td>\n",
       "      <td>South Korea</td>\n",
       "      <td>Korean Carbon Society</td>\n",
       "      <td>2015-ongoing</td>\n",
       "      <td>Ceramics and Composites (Q2); Energy Engineeri...</td>\n",
       "      <td>22334998</td>\n",
       "      <td>Full-text available to present</td>\n",
       "      <td>{'Canadian Research Knowledge Network Springer...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>100 rows × 22 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    Rank     Sourceid                                              Title  \\\n",
       "0      1        26465                        Progress in Polymer Science   \n",
       "1      2        26371                            Natural Product Reports   \n",
       "2      3        26968  Journal of Photochemistry and Photobiology C: ...   \n",
       "3      4        26396                                    Organic Letters   \n",
       "4      5  21100779404                                     Macromolecules   \n",
       "5      6  21100209317                                  ACS Macro Letters   \n",
       "6      7  21100242403                                      Redox Biology   \n",
       "7      8        23392                     Chemistry - A European Journal   \n",
       "8      9        22669                   Advanced Synthesis and Catalysis   \n",
       "9     10  21100778649  Proceedings - 2016 IEEE Symposium on Security ...   \n",
       "10    11  21100403813                        Organic Chemistry Frontiers   \n",
       "11    12        16313                                               Fuel   \n",
       "12    13        25781                                  Aldrichimica Acta   \n",
       "13    14  19700182678                                  Polymer Chemistry   \n",
       "14    15        25896                       Journal of Organic Chemistry   \n",
       "15    16        16876                             Bioconjugate Chemistry   \n",
       "16    17        26423                                    Organometallics   \n",
       "17    18  19900191733                                        ChemCatChem   \n",
       "18    19        26554             Advances in Physical Organic Chemistry   \n",
       "19    20        25801                              Carbohydrate Polymers   \n",
       "20    21        25879        International Journal of Molecular Sciences   \n",
       "21    22        25939                Macromolecular Rapid Communications   \n",
       "22    23        23053                        Journal of Natural Products   \n",
       "23    24        26400             Organic Process Research & Development   \n",
       "24    25        17464            European Journal of Medicinal Chemistry   \n",
       "25    26  19700177127                    ACS Medicinal Chemistry Letters   \n",
       "26    27       130000                        Journal of Chromatography A   \n",
       "27    28        16944                                        ChemBioChem   \n",
       "28    29   4800156201                       Chemistry - An Asian Journal   \n",
       "29    30        26388                 Organic and Biomolecular Chemistry   \n",
       "..   ...          ...                                                ...   \n",
       "70    71        26489                                     Starch/Staerke   \n",
       "71    72        26514                                Tetrahedron Letters   \n",
       "72    73        21880                                   Cereal Chemistry   \n",
       "73    74        24088          Rapid Communications in Mass Spectrometry   \n",
       "74    75  19700188408                        Artificial DNA: PNA and XNA   \n",
       "75    76        21190           Drug Development and Industrial Pharmacy   \n",
       "76    77        14456                              Polymer International   \n",
       "77    78        24819                           Natural Product Research   \n",
       "78    79        25283                      Journal of Fluorine Chemistry   \n",
       "79    80   4000150314                   Chemical Biology and Drug Design   \n",
       "80    81        14858                              Biophysical Chemistry   \n",
       "81    82  21100267917                             Carbohydrate Chemistry   \n",
       "82    83  21100255503                          Journal of Flow Chemistry   \n",
       "83    84  19700185200                       Journal of Natural Medicines   \n",
       "84    85        26513                              Tetrahedron Asymmetry   \n",
       "85    86        21744                                      Planta Medica   \n",
       "86    87        25944              Macromolecular Theory and Simulations   \n",
       "87    88  11600153417        Current Protocols in Nucleic Acid Chemistry   \n",
       "88    89        25881  JAOCS, Journal of the American Oil Chemists' S...   \n",
       "89    90        25897                Journal of Organometallic Chemistry   \n",
       "90    91        16948                                          Chirality   \n",
       "91    92        25941                            Macromolecular Research   \n",
       "92    93        25836                          Current Organic Chemistry   \n",
       "93    94        15432         Bioscience, Biotechnology and Biochemistry   \n",
       "94    95        29053                                Molecular Diversity   \n",
       "95    96        24599                Computational Biology and Chemistry   \n",
       "96    97  21100466764                       Applied Biological Chemistry   \n",
       "97    98        23050                      Journal of Microencapsulation   \n",
       "98    99        24642                     Journal of Molecular Structure   \n",
       "99   100  21100398885                                     Carbon Letters   \n",
       "\n",
       "                          Type                Issn    SJR SJR Quartile  \\\n",
       "0                      journal            00796700  6,365           Q1   \n",
       "1                      journal  02650568, 14604752  3,552           Q1   \n",
       "2                      journal            13895567  2,943           Q1   \n",
       "3                      journal  15237052, 15237060  2,441           Q1   \n",
       "4                      journal  00249297, 15205835  2,243           Q1   \n",
       "5                      journal            21611653  2,201           Q1   \n",
       "6                      journal            22132317  2,166           Q1   \n",
       "7                      journal  15213765, 09476539  1,842           Q1   \n",
       "8                      journal            16154150  1,817           Q1   \n",
       "9   conference and proceedings            00002016  1,777            -   \n",
       "10                     journal  20524110, 20524129  1,774           Q1   \n",
       "11                     journal            00162361  1,745           Q1   \n",
       "12                     journal            00025100  1,637           Q1   \n",
       "13                     journal  17599954, 17599962  1,618           Q1   \n",
       "14                     journal  15206904, 00223263  1,607           Q1   \n",
       "15                     journal  15204812, 10431802  1,551           Q1   \n",
       "16                     journal  15206041, 02767333  1,473           Q1   \n",
       "17                     journal  18673880, 18673899  1,472           Q1   \n",
       "18                 book series            00653160  1,426           Q1   \n",
       "19                     journal            01448617  1,377           Q1   \n",
       "20                     journal            14220067  1,312           Q1   \n",
       "21                     journal  10221336, 15213927  1,310           Q1   \n",
       "22                     journal  01633864, 15206025  1,271           Q1   \n",
       "23                     journal  1520586X, 10836160  1,243           Q1   \n",
       "24                     journal            02235234  1,210           Q1   \n",
       "25                     journal            19485875  1,202           Q1   \n",
       "26                     journal            00219673  1,188           Q1   \n",
       "27                     journal  14394227, 14397633  1,155           Q1   \n",
       "28                     journal  18614728, 1861471X  1,128           Q1   \n",
       "29                     journal  14770520, 14770539  1,119           Q1   \n",
       "..                         ...                 ...    ...          ...   \n",
       "70                     journal  00389056, 1521379X  0,625           Q2   \n",
       "71                     journal            00404039  0,621           Q2   \n",
       "72                     journal            00090352  0,619           Q2   \n",
       "73                     journal  09514198, 10970231  0,610           Q2   \n",
       "74                     journal  19490968, 1949095X  0,609           Q2   \n",
       "75                     journal  03639045, 15205762  0,608           Q2   \n",
       "76                     journal  10970126, 09598103  0,603           Q2   \n",
       "77                     journal            14786419  0,602           Q2   \n",
       "78                     journal            00221139  0,599           Q2   \n",
       "79                     journal            17470277  0,597           Q2   \n",
       "80                     journal            03014622  0,591           Q2   \n",
       "81                 book series  2041353X, 14651963  0,591           Q2   \n",
       "82                     journal            2062249X  0,580           Q2   \n",
       "83                     journal            18610293  0,569           Q2   \n",
       "84                     journal  1362511X, 09574166  0,560           Q2   \n",
       "85                     journal  14390221, 00320943  0,559           Q2   \n",
       "86                     journal  15213919, 10221344  0,556           Q2   \n",
       "87                     journal  19349270, 19349289  0,532           Q2   \n",
       "88                     journal            0003021X  0,531           Q3   \n",
       "89                     journal            0022328X  0,530           Q3   \n",
       "90                     journal  1520636X, 08990042  0,522           Q3   \n",
       "91                     journal            15985032  0,508           Q3   \n",
       "92                     journal            13852728  0,489           Q3   \n",
       "93                     journal  09168451, 13476947  0,487           Q3   \n",
       "94                     journal  1573501X, 13811991  0,482           Q3   \n",
       "95                     journal            14769271  0,479           Q3   \n",
       "96                     journal  24680842, 24680834  0,461           Q3   \n",
       "97                     journal  02652048, 14645246  0,444           Q3   \n",
       "98                     journal            00222860  0,434           Q3   \n",
       "99                     journal  22334998, 19764251  0,423           Q3   \n",
       "\n",
       "    H index  Total Docs. (2018)  Total Docs. (3years)  ...  \\\n",
       "0       244                  61                   148  ...   \n",
       "1       157                  76                   221  ...   \n",
       "2        80                  23                    63  ...   \n",
       "3       220                1912                  4978  ...   \n",
       "4       288                1069                  2956  ...   \n",
       "5        71                 269                   845  ...   \n",
       "6        57                 281                   538  ...   \n",
       "7       220                2530                  7089  ...   \n",
       "8       140                 601                  1502  ...   \n",
       "9        18                   0                    58  ...   \n",
       "10       39                 495                   835  ...   \n",
       "11      181                1680                  3899  ...   \n",
       "12       57                   3                    41  ...   \n",
       "13       97                 561                  2426  ...   \n",
       "14      210                1598                  4286  ...   \n",
       "15      161                 443                   950  ...   \n",
       "16      162                 554                  1769  ...   \n",
       "17       86                 687                  1664  ...   \n",
       "18       28                   4                    16  ...   \n",
       "19      172                1269                  3660  ...   \n",
       "20      114                4150                  6662  ...   \n",
       "21      139                 326                   808  ...   \n",
       "22      124                 349                  1250  ...   \n",
       "23       95                 220                   709  ...   \n",
       "24      135                1004                  2391  ...   \n",
       "25       52                 246                   678  ...   \n",
       "26      210                 802                  2931  ...   \n",
       "27      117                 357                  1039  ...   \n",
       "28       93                 507                  1260  ...   \n",
       "29      130                1150                  3840  ...   \n",
       "..      ...                 ...                   ...  ...   \n",
       "70       71                 168                   404  ...   \n",
       "71      159                 965                  4113  ...   \n",
       "72       90                  84                   327  ...   \n",
       "73      126                 276                   845  ...   \n",
       "74       12                   0                     1  ...   \n",
       "75       78                 229                   667  ...   \n",
       "76       95                 185                   610  ...   \n",
       "77       42                1200                  1514  ...   \n",
       "78       82                 168                   635  ...   \n",
       "79       71                 228                   632  ...   \n",
       "80       89                  74                   276  ...   \n",
       "81        9                   0                    20  ...   \n",
       "82       17                  20                   112  ...   \n",
       "83       37                 116                   241  ...   \n",
       "84      102                   0                   517  ...   \n",
       "85      103                 157                   547  ...   \n",
       "86       50                  35                   147  ...   \n",
       "87       14                  19                    67  ...   \n",
       "88      104                 139                   480  ...   \n",
       "89      118                 468                  1401  ...   \n",
       "90       73                 137                   341  ...   \n",
       "91       42                 195                   472  ...   \n",
       "92       97                 176                   550  ...   \n",
       "93      104                 273                   972  ...   \n",
       "94       54                 103                   233  ...   \n",
       "95       55                 193                   371  ...   \n",
       "96       16                  81                   320  ...   \n",
       "97       70                  59                   241  ...   \n",
       "98       89                1205                  3318  ...   \n",
       "99       11                  64                   154  ...   \n",
       "\n",
       "    Citable Docs. (3years)  Cites / Doc. (2years)  Ref. / Doc.  \\\n",
       "0                      145                  24,52       273,95   \n",
       "1                      209                  10,70       130,43   \n",
       "2                       61                   9,98       168,87   \n",
       "3                     4860                   6,72        47,45   \n",
       "4                     2919                   6,00        53,83   \n",
       "5                      838                   5,74        40,21   \n",
       "6                      523                   7,77        62,51   \n",
       "7                     6845                   5,03        63,29   \n",
       "8                     1464                   5,41        73,04   \n",
       "9                       55                  13,40         0,00   \n",
       "10                     816                   4,90        64,73   \n",
       "11                    3845                   5,70        44,70   \n",
       "12                      14                   3,82        85,00   \n",
       "13                    2384                   4,79        56,73   \n",
       "14                    4230                   4,77        52,09   \n",
       "15                     919                   4,38        51,39   \n",
       "16                    1735                   4,06        62,06   \n",
       "17                    1589                   4,42        61,33   \n",
       "18                       8                   5,25        73,75   \n",
       "19                    3617                   6,23        46,81   \n",
       "20                    6565                   4,21        73,30   \n",
       "21                     775                   3,87        49,47   \n",
       "22                    1218                   4,36        35,78   \n",
       "23                     677                   3,36        35,99   \n",
       "24                    2377                   4,94        55,28   \n",
       "25                     645                   3,75        25,53   \n",
       "26                    2874                   3,81        38,87   \n",
       "27                    1001                   2,64        44,13   \n",
       "28                    1227                   3,69        66,60   \n",
       "29                    3772                   3,55        52,80   \n",
       "..                     ...                    ...          ...   \n",
       "70                     395                   1,81        43,90   \n",
       "71                    4053                   2,33        41,39   \n",
       "72                     324                   1,33        41,44   \n",
       "73                     801                   2,00        35,77   \n",
       "74                       1                   2,00         0,00   \n",
       "75                     660                   2,36        41,68   \n",
       "76                     594                   2,50        47,65   \n",
       "77                    1365                   2,06        14,17   \n",
       "78                     627                   2,08        45,10   \n",
       "79                     593                   2,40        38,05   \n",
       "80                     268                   1,75        46,88   \n",
       "81                      18                   1,11         0,00   \n",
       "82                     103                   2,23        39,80   \n",
       "83                     234                   2,15        27,59   \n",
       "84                     513                   1,92         0,00   \n",
       "85                     520                   2,58        42,67   \n",
       "86                     141                   1,88        43,97   \n",
       "87                      67                   0,76        29,53   \n",
       "88                     461                   1,80        38,60   \n",
       "89                    1383                   2,09        56,55   \n",
       "90                     333                   1,91        39,62   \n",
       "91                     466                   1,78        35,65   \n",
       "92                     484                   1,92       104,47   \n",
       "93                     954                   1,36        35,84   \n",
       "94                     230                   2,07        49,57   \n",
       "95                     365                   1,69        48,31   \n",
       "96                     289                   1,69        32,69   \n",
       "97                     239                   2,05        44,24   \n",
       "98                    3287                   2,19        45,65   \n",
       "99                     122                   2,31        32,86   \n",
       "\n",
       "                 Country                                          Publisher  \\\n",
       "0            Netherlands                                        Elsevier BV   \n",
       "1         United Kingdom                         Royal Society of Chemistry   \n",
       "2            Netherlands                                        Elsevier BV   \n",
       "3          United States                          American Chemical Society   \n",
       "4          United States                          American Chemical Society   \n",
       "5          United States                          American Chemical Society   \n",
       "6            Netherlands                                        Elsevier BV   \n",
       "7         United Kingdom                             John Wiley & Sons Ltd.   \n",
       "8         United Kingdom                             John Wiley & Sons Ltd.   \n",
       "9          United States                                                NaN   \n",
       "10        United Kingdom                         Royal Society of Chemistry   \n",
       "11           Netherlands                                        Elsevier BV   \n",
       "12         United States                               Aldrich Chemical Co.   \n",
       "13        United Kingdom                         Royal Society of Chemistry   \n",
       "14         United States                          American Chemical Society   \n",
       "15         United States                          American Chemical Society   \n",
       "16         United States                          American Chemical Society   \n",
       "17               Germany                 Wiley - VCH Verlag GmbH & CO. KGaA   \n",
       "18         United States                                      Elsevier Inc.   \n",
       "19        United Kingdom                                      Elsevier Ltd.   \n",
       "20           Switzerland  Multidisciplinary Digital Publishing Institute...   \n",
       "21        United Kingdom                             John Wiley & Sons Ltd.   \n",
       "22         United States                          American Chemical Society   \n",
       "23         United States                          American Chemical Society   \n",
       "24           Netherlands                                        Elsevier BV   \n",
       "25         United States                          American Chemical Society   \n",
       "26           Netherlands                                        Elsevier BV   \n",
       "27        United Kingdom                             John Wiley & Sons Ltd.   \n",
       "28               Germany                   Wiley - V C H Verlag GmbbH & Co.   \n",
       "29        United Kingdom                         Royal Society of Chemistry   \n",
       "..                   ...                                                ...   \n",
       "70               Germany                   Wiley - V C H Verlag GmbbH & Co.   \n",
       "71        United Kingdom                                      Elsevier Ltd.   \n",
       "72         United States      American Association of Cereal Chemists, Inc.   \n",
       "73         United States                             John Wiley & Sons Inc.   \n",
       "74         United States                                  Landes Bioscience   \n",
       "75         United States                                 Marcel Dekker Inc.   \n",
       "76         United States                             John Wiley & Sons Inc.   \n",
       "77        United Kingdom                                   Taylor & Francis   \n",
       "78           Netherlands                                        Elsevier BV   \n",
       "79        United Kingdom                                          Blackwell   \n",
       "80           Netherlands                                        Elsevier BV   \n",
       "81        United Kingdom                         Royal Society of Chemistry   \n",
       "82               Hungary                                    Akademiai Kiado   \n",
       "83               Germany                                    Springer Verlag   \n",
       "84        United Kingdom                                      Elsevier Ltd.   \n",
       "85               Germany                                Georg Thieme Verlag   \n",
       "86        United Kingdom                             John Wiley & Sons Ltd.   \n",
       "87         United States                                     Wiley-Liss Inc   \n",
       "88               Germany                                    Springer Verlag   \n",
       "89           Netherlands                                        Elsevier BV   \n",
       "90         United States                             John Wiley & Sons Inc.   \n",
       "91           South Korea                           Polymer Society of Korea   \n",
       "92  United Arab Emirates                         Bentham Science Publishers   \n",
       "93        United Kingdom                                   Taylor & Francis   \n",
       "94           Netherlands                         Kluwer Academic Publishers   \n",
       "95        United Kingdom                                      Elsevier Ltd.   \n",
       "96           Netherlands                               Springer Netherlands   \n",
       "97        United Kingdom                                   Taylor & Francis   \n",
       "98           Netherlands                                        Elsevier BV   \n",
       "99           South Korea                              Korean Carbon Society   \n",
       "\n",
       "                                             Coverage  \\\n",
       "0   1967, 1970-1971, 1975, 1977-1978, 1980-1986, 1...   \n",
       "1                                        1984-ongoing   \n",
       "2                                        2000-ongoing   \n",
       "3                                        1999-ongoing   \n",
       "4                                        1968-ongoing   \n",
       "5                                        2012-ongoing   \n",
       "6                                        2013-ongoing   \n",
       "7                                        1995-ongoing   \n",
       "8                                        1992-ongoing   \n",
       "9                                                2016   \n",
       "10                                       2014-ongoing   \n",
       "11                                 1922, 1970-ongoing   \n",
       "12                                       1990-ongoing   \n",
       "13                                       2010-ongoing   \n",
       "14                                       1936-ongoing   \n",
       "15                                       1990-ongoing   \n",
       "16                                       1982-ongoing   \n",
       "17                                       2009-ongoing   \n",
       "18  1963-1971, 1973, 1975-1978, 1981-1985, 1987-19...   \n",
       "19                                       1981-ongoing   \n",
       "20                                       2000-ongoing   \n",
       "21                                       1994-ongoing   \n",
       "22                     1949, 1971, 1973, 1978-ongoing   \n",
       "23                                       1997-ongoing   \n",
       "24                                       1974-ongoing   \n",
       "25                                       2010-ongoing   \n",
       "26                                       1958-ongoing   \n",
       "27                                       2000-ongoing   \n",
       "28                                       2006-ongoing   \n",
       "29                                       2003-ongoing   \n",
       "..                                                ...   \n",
       "70                            1949-1959, 1961-ongoing   \n",
       "71                                       1959-ongoing   \n",
       "72  1974, 1978-1979, 1981, 1983-1984, 1986, 1989, ...   \n",
       "73                                       1987-ongoing   \n",
       "74                            2010-2014, 2016-ongoing   \n",
       "75                                 1974, 1976-ongoing   \n",
       "76                                       1991-ongoing   \n",
       "77                                       2003-ongoing   \n",
       "78                                       1971-ongoing   \n",
       "79                                       2006-ongoing   \n",
       "80                                       1973-ongoing   \n",
       "81                                       2011-ongoing   \n",
       "82                                       2011-ongoing   \n",
       "83                                       2006-ongoing   \n",
       "84                                       1990-ongoing   \n",
       "85                                 1961, 1965-ongoing   \n",
       "86                                       1992-ongoing   \n",
       "87                                       2000-ongoing   \n",
       "88                                       1947-ongoing   \n",
       "89                                       1963-ongoing   \n",
       "90                                       1989-ongoing   \n",
       "91                                       2002-ongoing   \n",
       "92                                       1997-ongoing   \n",
       "93                            1988-1989, 1992-ongoing   \n",
       "94                      1995-1998, 2000, 2003-ongoing   \n",
       "95                                       2003-ongoing   \n",
       "96                                       2016-ongoing   \n",
       "97                                       1984-ongoing   \n",
       "98                                       1967-ongoing   \n",
       "99                                       2015-ongoing   \n",
       "\n",
       "                                           Categories    q_issn  \\\n",
       "0   Ceramics and Composites (Q1); Materials Chemis...  00796700   \n",
       "1   Biochemistry (Q1); Drug Discovery (Q1); Organi...  02650568   \n",
       "2   Catalysis (Q1); Organic Chemistry (Q1); Physic...  13895567   \n",
       "3   Biochemistry (Q1); Organic Chemistry (Q1); Phy...  15237052   \n",
       "4   Inorganic Chemistry (Q1); Materials Chemistry ...  00249297   \n",
       "5   Inorganic Chemistry (Q1); Materials Chemistry ...  21611653   \n",
       "6   Biochemistry (Q1); Clinical Biochemistry (Q1);...  22132317   \n",
       "7   Catalysis (Q1); Chemistry (miscellaneous) (Q1)...  15213765   \n",
       "8              Catalysis (Q1); Organic Chemistry (Q1)  16154150   \n",
       "9                                   Organic Chemistry  00002016   \n",
       "10                             Organic Chemistry (Q1)  20524110   \n",
       "11  Chemical Engineering (miscellaneous) (Q1); Ene...  00162361   \n",
       "12                             Organic Chemistry (Q1)  00025100   \n",
       "13  Biochemistry (Q1); Bioengineering (Q1); Biomed...  17599954   \n",
       "14                             Organic Chemistry (Q1)  15206904   \n",
       "15  Bioengineering (Q1); Biomedical Engineering (Q...  15204812   \n",
       "16  Inorganic Chemistry (Q1); Organic Chemistry (Q...  15206041   \n",
       "17  Catalysis (Q1); Inorganic Chemistry (Q1); Orga...  18673880   \n",
       "18  Organic Chemistry (Q1); Physical and Theoretic...  00653160   \n",
       "19  Materials Chemistry (Q1); Organic Chemistry (Q...  01448617   \n",
       "20  Catalysis (Q1); Computer Science Applications ...  14220067   \n",
       "21  Materials Chemistry (Q1); Organic Chemistry (Q...  10221336   \n",
       "22  Analytical Chemistry (Q1); Complementary and A...  01633864   \n",
       "23  Organic Chemistry (Q1); Physical and Theoretic...  1520586X   \n",
       "24  Drug Discovery (Q1); Medicine (miscellaneous) ...  02235234   \n",
       "25  Drug Discovery (Q1); Organic Chemistry (Q1); B...  19485875   \n",
       "26  Analytical Chemistry (Q1); Medicine (miscellan...  00219673   \n",
       "27  Organic Chemistry (Q1); Biochemistry (Q2); Mol...  14394227   \n",
       "28  Chemistry (miscellaneous) (Q1); Organic Chemis...  18614728   \n",
       "29  Organic Chemistry (Q1); Physical and Theoretic...  14770520   \n",
       "..                                                ...       ...   \n",
       "70          Food Science (Q2); Organic Chemistry (Q2)  00389056   \n",
       "71  Drug Discovery (Q2); Organic Chemistry (Q2); B...  00404039   \n",
       "72          Food Science (Q2); Organic Chemistry (Q2)  00090352   \n",
       "73  Analytical Chemistry (Q2); Organic Chemistry (...  09514198   \n",
       "74  Medicine (miscellaneous) (Q2); Organic Chemist...  19490968   \n",
       "75  Drug Discovery (Q2); Organic Chemistry (Q2); P...  03639045   \n",
       "76  Polymers and Plastics (Q1); Materials Chemistr...  10970126   \n",
       "77  Analytical Chemistry (Q2); Organic Chemistry (...  14786419   \n",
       "78  Inorganic Chemistry (Q2); Organic Chemistry (Q...  00221139   \n",
       "79  Drug Discovery (Q2); Organic Chemistry (Q2); P...  17470277   \n",
       "80  Biophysics (Q2); Organic Chemistry (Q2); Bioch...  03014622   \n",
       "81          Organic Chemistry (Q2); Biochemistry (Q3)  2041353X   \n",
       "82  Fluid Flow and Transfer Processes (Q1); Chemis...  2062249X   \n",
       "83  Complementary and Alternative Medicine (Q1); D...  18610293   \n",
       "84  Inorganic Chemistry (Q2); Organic Chemistry (Q...  1362511X   \n",
       "85  Complementary and Alternative Medicine (Q1); A...  14390221   \n",
       "86  Polymers and Plastics (Q1); Condensed Matter P...  15213919   \n",
       "87  Medicine (miscellaneous) (Q2); Organic Chemist...  19349270   \n",
       "88  Chemical Engineering (miscellaneous) (Q2); Org...  0003021X   \n",
       "89  Inorganic Chemistry (Q2); Materials Chemistry ...  0022328X   \n",
       "90  Analytical Chemistry (Q2); Drug Discovery (Q2)...  1520636X   \n",
       "91  Chemical Engineering (miscellaneous) (Q2); Mat...  15985032   \n",
       "92                             Organic Chemistry (Q3)  13852728   \n",
       "93  Analytical Chemistry (Q2); Medicine (miscellan...  09168451   \n",
       "94  Information Systems (Q2); Medicine (miscellane...  1573501X   \n",
       "95  Computational Mathematics (Q2); Biochemistry (...  14769271   \n",
       "96  Biochemistry, Genetics and Molecular Biology (...  24680842   \n",
       "97  Pharmaceutical Science (Q2); Bioengineering (Q...  02652048   \n",
       "98  Analytical Chemistry (Q3); Inorganic Chemistry...  00222860   \n",
       "99  Ceramics and Composites (Q2); Energy Engineeri...  22334998   \n",
       "\n",
       "                      availability  \\\n",
       "0   Full-text available to present   \n",
       "1   Full-text available to present   \n",
       "2   Full-text available to present   \n",
       "3   Full-text available to present   \n",
       "4   Full-text available to present   \n",
       "5   Full-text available to present   \n",
       "6   Full-text available to present   \n",
       "7   Full-text available to present   \n",
       "8   Full-text available to present   \n",
       "9           No full-text available   \n",
       "10  Full-text available to present   \n",
       "11  Full-text available to present   \n",
       "12  Full-text available to present   \n",
       "13  Full-text available to present   \n",
       "14  Full-text available to present   \n",
       "15  Full-text available to present   \n",
       "16  Full-text available to present   \n",
       "17  Full-text available to present   \n",
       "18          No full-text available   \n",
       "19  Full-text available to present   \n",
       "20  Full-text available to present   \n",
       "21  Full-text available to present   \n",
       "22  Full-text available to present   \n",
       "23  Full-text available to present   \n",
       "24  Full-text available to present   \n",
       "25  Full-text available to present   \n",
       "26  Full-text available to present   \n",
       "27  Full-text available to present   \n",
       "28  Full-text available to present   \n",
       "29  Full-text available to present   \n",
       "..                             ...   \n",
       "70  Full-text available to present   \n",
       "71  Full-text available to present   \n",
       "72  Full-text available to present   \n",
       "73  Full-text available to present   \n",
       "74  Full-text available to present   \n",
       "75  Full-text available to present   \n",
       "76  Full-text available to present   \n",
       "77  Full-text available to present   \n",
       "78  Full-text available to present   \n",
       "79  Full-text available to present   \n",
       "80  Full-text available to present   \n",
       "81          No full-text available   \n",
       "82  Full-text available to present   \n",
       "83  Full-text available to present   \n",
       "84  Full-text available to present   \n",
       "85          No full-text available   \n",
       "86  Full-text available to present   \n",
       "87          No full-text available   \n",
       "88  Full-text available to present   \n",
       "89  Full-text available to present   \n",
       "90  Full-text available to present   \n",
       "91  Full-text available to present   \n",
       "92          No full-text available   \n",
       "93  Full-text available to present   \n",
       "94  Full-text available to present   \n",
       "95  Full-text available to present   \n",
       "96  Full-text available to present   \n",
       "97  Full-text available to present   \n",
       "98  Full-text available to present   \n",
       "99  Full-text available to present   \n",
       "\n",
       "                                             coverage  \n",
       "0   {'Elsevier SD Freedom Collection': '', 'CRKN E...  \n",
       "1   {'Free E- Journals': 'Most recent 3 year(s) no...  \n",
       "2   {'Elsevier SD Freedom Collection': '', 'CRKN E...  \n",
       "3   {'CRKN American Chemical Society Journals': 'A...  \n",
       "4   {'American Chemical Society Legacy Archive': '...  \n",
       "5   {'CRKN American Chemical Society Journals': 'A...  \n",
       "6   {'DOAJ Directory of Open Access Journals': 'Av...  \n",
       "7   {'CRKN Wiley Online Library': 'Available from ...  \n",
       "8   {'Scholars Portal': 'Available from 1995 volum...  \n",
       "9                                                  {}  \n",
       "10  {'CRKN Royal Society of Chemistry Journals Gol...  \n",
       "11  {'Elsevier SD Freedom Collection': 'Available ...  \n",
       "12  {'Free E- Journals': 'Available from 1968 volu...  \n",
       "13  {'CRKN Royal Society of Chemistry Journals Gol...  \n",
       "14  {'American Chemical Society Legacy Archive': '...  \n",
       "15  {'American Chemical Society Legacy Archive': '...  \n",
       "16  {'American Chemical Society Legacy Archive': '...  \n",
       "17  {'EBSCOhost Academic Search Complete': 'Availa...  \n",
       "18                                                 {}  \n",
       "19  {'Elsevier SD Freedom Collection': '', 'CRKN E...  \n",
       "20  {'DOAJ Directory of Open Access Journals': 'Av...  \n",
       "21  {'CRKN Wiley Online Library': 'Available from ...  \n",
       "22  {'American Chemical Society Legacy Archive': '...  \n",
       "23  {'CRKN American Chemical Society Journals': 'A...  \n",
       "24  {'Elsevier SD Freedom Collection': '', 'CRKN E...  \n",
       "25  {'PubMed Central': 'Available from 2010 volume...  \n",
       "26  {'Elsevier SD Freedom Collection': '', 'CRKN E...  \n",
       "27  {'Scholars Portal': 'Available from 2000 volum...  \n",
       "28  {'Scholars Portal': 'Available from 2006 volum...  \n",
       "29  {'Scholars Portal': 'Available from 2003 volum...  \n",
       "..                                                ...  \n",
       "70  {'CRKN Wiley Online Library': 'Available from ...  \n",
       "71  {'Elsevier SD Freedom Collection': '', 'CRKN E...  \n",
       "72  {'Free E- Journals': 'Available from 1960 volu...  \n",
       "73  {'CRKN Wiley Online Library': 'Available from ...  \n",
       "74  {'Scholars Portal': 'Available from 2014 volum...  \n",
       "75  {'EBSCOhost Business Source Complete': 'Availa...  \n",
       "76  {'CRKN Wiley Online Library': 'Available from ...  \n",
       "77  {'Taylor & Francis Journals Complete': 'Availa...  \n",
       "78  {'Elsevier SD Freedom Collection': '', 'CRKN E...  \n",
       "79  {'CRKN Wiley Online Library': 'Available from ...  \n",
       "80  {'Elsevier SD Freedom Collection': '', 'CRKN E...  \n",
       "81                                                 {}  \n",
       "82  {'Canadian Research Knowledge Network Springer...  \n",
       "83  {'Canadian Research Knowledge Network Springer...  \n",
       "84  {'Elsevier SD Freedom Collection': '', 'CRKN E...  \n",
       "85                                                 {}  \n",
       "86  {'CRKN Wiley Online Library': 'Available from ...  \n",
       "87                                                 {}  \n",
       "88  {'Canadian Research Knowledge Network Springer...  \n",
       "89  {'Elsevier SD Freedom Collection': 'Available ...  \n",
       "90  {'CRKN Wiley Online Library': 'Available from ...  \n",
       "91  {'Scholars Portal': 'Available from 2002 volum...  \n",
       "92                                                 {}  \n",
       "93  {'Scholars Portal': 'Available from 1996 volum...  \n",
       "94  {'Canadian Research Knowledge Network Springer...  \n",
       "95  {'Elsevier SD Freedom Collection': '', 'CRKN E...  \n",
       "96  {'Canadian Research Knowledge Network Springer...  \n",
       "97  {'EBSCOhost Academic Search Complete': 'Availa...  \n",
       "98  {'Elsevier SD Freedom Collection': '', 'CRKN E...  \n",
       "99  {'Canadian Research Knowledge Network Springer...  \n",
       "\n",
       "[100 rows x 22 columns]"
      ]
     },
     "execution_count": 61,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_rank"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_organicChem = df_rank"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Full-text available to present           94\n",
       "No full-text available                    3\n",
       "Full-text available with embargo          1\n",
       "Full-text available, but not complete     1\n",
       "                                          1\n",
       "Name: availability, dtype: int64"
      ]
     },
     "execution_count": 63,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_chemistry.availability.value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
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       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>21100826569</td>\n",
       "      <td>Nature Reviews Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>23973358</td>\n",
       "      <td>13,462</td>\n",
       "      <td>Q1</td>\n",
       "      <td>21</td>\n",
       "      <td>57</td>\n",
       "      <td>74</td>\n",
       "      <td>...</td>\n",
       "      <td>41</td>\n",
       "      <td>25,59</td>\n",
       "      <td>75,26</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Nature Publishing Group</td>\n",
       "      <td>2017-ongoing</td>\n",
       "      <td>Chemical Engineering (miscellaneous) (Q1); Che...</td>\n",
       "      <td>23973358</td>\n",
       "      <td>No full-text available</td>\n",
       "      <td>{}</td>\n",
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       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>61</td>\n",
       "      <td>21100778649</td>\n",
       "      <td>Proceedings - 2016 IEEE Symposium on Security ...</td>\n",
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       "      <td>0</td>\n",
       "      <td>58</td>\n",
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       "      <td>13,40</td>\n",
       "      <td>0,00</td>\n",
       "      <td>United States</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2016</td>\n",
       "      <td>Organic Chemistry</td>\n",
       "      <td>00002016</td>\n",
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       "      <td>16</td>\n",
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       "      <td>8</td>\n",
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       "    Rank     Sourceid                                              Title  \\\n",
       "3      4  21100826569                           Nature Reviews Chemistry   \n",
       "60    61  21100778649  Proceedings - 2016 IEEE Symposium on Security ...   \n",
       "92    93        26554             Advances in Physical Organic Chemistry   \n",
       "\n",
       "                          Type      Issn     SJR SJR Best Quartile  H index  \\\n",
       "3                      journal  23973358  13,462                Q1       21   \n",
       "60  conference and proceedings  00002016   1,777                 -       18   \n",
       "92                 book series  00653160   1,426                Q1       28   \n",
       "\n",
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       "92                   4                    16  ...                       8   \n",
       "\n",
       "    Cites / Doc. (2years)  Ref. / Doc.         Country  \\\n",
       "3                   25,59        75,26  United Kingdom   \n",
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       "92                   5,25        73,75   United States   \n",
       "\n",
       "                  Publisher  \\\n",
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       "\n",
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       "3                                        2017-ongoing   \n",
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       "\n",
       "                                           Categories    q_issn  \\\n",
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       "60                                  Organic Chemistry  00002016   \n",
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       "\n",
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       "92  No full-text available       {}  \n",
       "\n",
       "[3 rows x 22 columns]"
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       "    Rank  Sourceid                              Title     Type  \\\n",
       "31    32     14151  Molecular and Cellular Proteomics  journal   \n",
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       "31  15359476, 15359484  2,807                Q1      169                 184   \n",
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       "31                   703  ...                     692                   4,83   \n",
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       "31        60,35  United States   \n",
       "\n",
       "                                            Publisher      Coverage  \\\n",
       "31  American Society for Biochemistry and Molecula...  2002-ongoing   \n",
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       "31  Analytical Chemistry (Q1); Biochemistry (Q1); ...  15359476   \n",
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    "df_chemistry[df_chemistry['availability'] == \"Full-text available with embargo\"]"
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  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {},
   "outputs": [
    {
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       "Full-text available to present           88\n",
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     "execution_count": 66,
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   "source": [
    "df_organicChem.availability.value_counts()"
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       "      <th>9</th>\n",
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       "      <td>13,40</td>\n",
       "      <td>0,00</td>\n",
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       "      <td>NaN</td>\n",
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       "      <th>32</th>\n",
       "      <td>33</td>\n",
       "      <td>4900153219</td>\n",
       "      <td>Topics in Organometallic Chemistry</td>\n",
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       "      <td>16168534, 14366002</td>\n",
       "      <td>1,073</td>\n",
       "      <td>Q1</td>\n",
       "      <td>52</td>\n",
       "      <td>15</td>\n",
       "      <td>100</td>\n",
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       "      <td>62</td>\n",
       "      <td>8,76</td>\n",
       "      <td>131,80</td>\n",
       "      <td>Germany</td>\n",
       "      <td>Springer Verlag</td>\n",
       "      <td>2006-ongoing</td>\n",
       "      <td>Inorganic Chemistry (Q1); Organic Chemistry (Q...</td>\n",
       "      <td>16168534</td>\n",
       "      <td>No full-text available</td>\n",
       "      <td>{}</td>\n",
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       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>43</td>\n",
       "      <td>26491</td>\n",
       "      <td>Synlett</td>\n",
       "      <td>journal</td>\n",
       "      <td>09365214, 14372096</td>\n",
       "      <td>0,857</td>\n",
       "      <td>Q1</td>\n",
       "      <td>125</td>\n",
       "      <td>476</td>\n",
       "      <td>1517</td>\n",
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       "      <td>1458</td>\n",
       "      <td>2,42</td>\n",
       "      <td>46,57</td>\n",
       "      <td>Germany</td>\n",
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       "      <td>1996-ongoing</td>\n",
       "      <td>Organic Chemistry (Q1)</td>\n",
       "      <td>09365214</td>\n",
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       "      <th>47</th>\n",
       "      <td>48</td>\n",
       "      <td>26420</td>\n",
       "      <td>Organometallic Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>03010074</td>\n",
       "      <td>0,797</td>\n",
       "      <td>Q2</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "      <td>8</td>\n",
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       "      <td>7</td>\n",
       "      <td>1,86</td>\n",
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       "      <td>03010074</td>\n",
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       "      <td>Advances in Heterocyclic Chemistry</td>\n",
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       "      <td>0,784</td>\n",
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       "      <td>42</td>\n",
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       "      <td>journal</td>\n",
       "      <td>00653195</td>\n",
       "      <td>0,748</td>\n",
       "      <td>Q2</td>\n",
       "      <td>105</td>\n",
       "      <td>34</td>\n",
       "      <td>101</td>\n",
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       "      <td>51</td>\n",
       "      <td>5,28</td>\n",
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       "      <td>1958-1961, 1963-1964, 1969, 1976-1982, 1986-19...</td>\n",
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       "      <td>00653195</td>\n",
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       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>82</td>\n",
       "      <td>21100267917</td>\n",
       "      <td>Carbohydrate Chemistry</td>\n",
       "      <td>book series</td>\n",
       "      <td>2041353X, 14651963</td>\n",
       "      <td>0,591</td>\n",
       "      <td>Q2</td>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>20</td>\n",
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       "      <td>18</td>\n",
       "      <td>1,11</td>\n",
       "      <td>0,00</td>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>Royal Society of Chemistry</td>\n",
       "      <td>2011-ongoing</td>\n",
       "      <td>Organic Chemistry (Q2); Biochemistry (Q3)</td>\n",
       "      <td>2041353X</td>\n",
       "      <td>No full-text available</td>\n",
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       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>86</td>\n",
       "      <td>21744</td>\n",
       "      <td>Planta Medica</td>\n",
       "      <td>journal</td>\n",
       "      <td>14390221, 00320943</td>\n",
       "      <td>0,559</td>\n",
       "      <td>Q2</td>\n",
       "      <td>103</td>\n",
       "      <td>157</td>\n",
       "      <td>547</td>\n",
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       "      <td>520</td>\n",
       "      <td>2,58</td>\n",
       "      <td>42,67</td>\n",
       "      <td>Germany</td>\n",
       "      <td>Georg Thieme Verlag</td>\n",
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       "      <td>Complementary and Alternative Medicine (Q1); A...</td>\n",
       "      <td>14390221</td>\n",
       "      <td>No full-text available</td>\n",
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       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>88</td>\n",
       "      <td>11600153417</td>\n",
       "      <td>Current Protocols in Nucleic Acid Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>19349270, 19349289</td>\n",
       "      <td>0,532</td>\n",
       "      <td>Q2</td>\n",
       "      <td>14</td>\n",
       "      <td>19</td>\n",
       "      <td>67</td>\n",
       "      <td>...</td>\n",
       "      <td>67</td>\n",
       "      <td>0,76</td>\n",
       "      <td>29,53</td>\n",
       "      <td>United States</td>\n",
       "      <td>Wiley-Liss Inc</td>\n",
       "      <td>2000-ongoing</td>\n",
       "      <td>Medicine (miscellaneous) (Q2); Organic Chemist...</td>\n",
       "      <td>19349270</td>\n",
       "      <td>No full-text available</td>\n",
       "      <td>{}</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>93</td>\n",
       "      <td>25836</td>\n",
       "      <td>Current Organic Chemistry</td>\n",
       "      <td>journal</td>\n",
       "      <td>13852728</td>\n",
       "      <td>0,489</td>\n",
       "      <td>Q3</td>\n",
       "      <td>97</td>\n",
       "      <td>176</td>\n",
       "      <td>550</td>\n",
       "      <td>...</td>\n",
       "      <td>484</td>\n",
       "      <td>1,92</td>\n",
       "      <td>104,47</td>\n",
       "      <td>United Arab Emirates</td>\n",
       "      <td>Bentham Science Publishers</td>\n",
       "      <td>1997-ongoing</td>\n",
       "      <td>Organic Chemistry (Q3)</td>\n",
       "      <td>13852728</td>\n",
       "      <td>No full-text available</td>\n",
       "      <td>{}</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>11 rows × 22 columns</p>\n",
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       "    Rank     Sourceid                                              Title  \\\n",
       "9     10  21100778649  Proceedings - 2016 IEEE Symposium on Security ...   \n",
       "18    19        26554             Advances in Physical Organic Chemistry   \n",
       "32    33   4900153219                 Topics in Organometallic Chemistry   \n",
       "42    43        26491                                            Synlett   \n",
       "47    48        26420                           Organometallic Chemistry   \n",
       "49    50        25758                 Advances in Heterocyclic Chemistry   \n",
       "54    55        25762                        Advances in Polymer Science   \n",
       "81    82  21100267917                             Carbohydrate Chemistry   \n",
       "85    86        21744                                      Planta Medica   \n",
       "87    88  11600153417        Current Protocols in Nucleic Acid Chemistry   \n",
       "92    93        25836                          Current Organic Chemistry   \n",
       "\n",
       "                          Type                Issn    SJR SJR Quartile  \\\n",
       "9   conference and proceedings            00002016  1,777            -   \n",
       "18                 book series            00653160  1,426           Q1   \n",
       "32                 book series  16168534, 14366002  1,073           Q1   \n",
       "42                     journal  09365214, 14372096  0,857           Q1   \n",
       "47                     journal            03010074  0,797           Q2   \n",
       "49                     journal            00652725  0,784           Q2   \n",
       "54                     journal            00653195  0,748           Q2   \n",
       "81                 book series  2041353X, 14651963  0,591           Q2   \n",
       "85                     journal  14390221, 00320943  0,559           Q2   \n",
       "87                     journal  19349270, 19349289  0,532           Q2   \n",
       "92                     journal            13852728  0,489           Q3   \n",
       "\n",
       "    H index  Total Docs. (2018)  Total Docs. (3years)  ...  \\\n",
       "9        18                   0                    58  ...   \n",
       "18       28                   4                    16  ...   \n",
       "32       52                  15                   100  ...   \n",
       "42      125                 476                  1517  ...   \n",
       "47       11                   0                     8  ...   \n",
       "49       42                  15                    65  ...   \n",
       "54      105                  34                   101  ...   \n",
       "81        9                   0                    20  ...   \n",
       "85      103                 157                   547  ...   \n",
       "87       14                  19                    67  ...   \n",
       "92       97                 176                   550  ...   \n",
       "\n",
       "    Citable Docs. (3years)  Cites / Doc. (2years)  Ref. / Doc.  \\\n",
       "9                       55                  13,40         0,00   \n",
       "18                       8                   5,25        73,75   \n",
       "32                      62                   8,76       131,80   \n",
       "42                    1458                   2,42        46,57   \n",
       "47                       7                   1,86         0,00   \n",
       "49                      61                   3,83       244,47   \n",
       "54                      51                   5,28       112,47   \n",
       "81                      18                   1,11         0,00   \n",
       "85                     520                   2,58        42,67   \n",
       "87                      67                   0,76        29,53   \n",
       "92                     484                   1,92       104,47   \n",
       "\n",
       "                 Country                   Publisher  \\\n",
       "9          United States                         NaN   \n",
       "18         United States               Elsevier Inc.   \n",
       "32               Germany             Springer Verlag   \n",
       "42               Germany         Georg Thieme Verlag   \n",
       "47        United Kingdom     London Chemical Society   \n",
       "49         United States               Elsevier Inc.   \n",
       "54               Germany             Springer Verlag   \n",
       "81        United Kingdom  Royal Society of Chemistry   \n",
       "85               Germany         Georg Thieme Verlag   \n",
       "87         United States              Wiley-Liss Inc   \n",
       "92  United Arab Emirates  Bentham Science Publishers   \n",
       "\n",
       "                                             Coverage  \\\n",
       "9                                                2016   \n",
       "18  1963-1971, 1973, 1975-1978, 1981-1985, 1987-19...   \n",
       "32                                       2006-ongoing   \n",
       "42                                       1996-ongoing   \n",
       "47  1998-2002, 2004-2005, 2007-2012, 2016-ongoing,...   \n",
       "49                                       1963-ongoing   \n",
       "54  1958-1961, 1963-1964, 1969, 1976-1982, 1986-19...   \n",
       "81                                       2011-ongoing   \n",
       "85                                 1961, 1965-ongoing   \n",
       "87                                       2000-ongoing   \n",
       "92                                       1997-ongoing   \n",
       "\n",
       "                                           Categories    q_issn  \\\n",
       "9                                   Organic Chemistry  00002016   \n",
       "18  Organic Chemistry (Q1); Physical and Theoretic...  00653160   \n",
       "32  Inorganic Chemistry (Q1); Organic Chemistry (Q...  16168534   \n",
       "42                             Organic Chemistry (Q1)  09365214   \n",
       "47  Inorganic Chemistry (Q2); Organic Chemistry (Q...  03010074   \n",
       "49  Polymers and Plastics (Q1); Biochemistry (Q2);...  00652725   \n",
       "54  Chemical Engineering (miscellaneous) (Q1); Pol...  00653195   \n",
       "81          Organic Chemistry (Q2); Biochemistry (Q3)  2041353X   \n",
       "85  Complementary and Alternative Medicine (Q1); A...  14390221   \n",
       "87  Medicine (miscellaneous) (Q2); Organic Chemist...  19349270   \n",
       "92                             Organic Chemistry (Q3)  13852728   \n",
       "\n",
       "              availability coverage  \n",
       "9   No full-text available       {}  \n",
       "18  No full-text available       {}  \n",
       "32  No full-text available       {}  \n",
       "42  No full-text available       {}  \n",
       "47  No full-text available       {}  \n",
       "49  No full-text available       {}  \n",
       "54  No full-text available       {}  \n",
       "81  No full-text available       {}  \n",
       "85  No full-text available       {}  \n",
       "87  No full-text available       {}  \n",
       "92  No full-text available       {}  \n",
       "\n",
       "[11 rows x 22 columns]"
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     "execution_count": 59,
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    "df_organicChem[df_organicChem['availability'] == \"No full-text available\"]"
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       "      <th>39</th>\n",
       "      <td>40</td>\n",
       "      <td>23488</td>\n",
       "      <td>Current Medicinal Chemistry</td>\n",
       "      <td>journal</td>\n",
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       "      <td>0,918</td>\n",
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       "      <td>843</td>\n",
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       "      <td>788</td>\n",
       "      <td>3,25</td>\n",
       "      <td>100,73</td>\n",
       "      <td>United Arab Emirates</td>\n",
       "      <td>Bentham Science Publishers</td>\n",
       "      <td>1994-ongoing</td>\n",
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       "    Rank  Sourceid                        Title     Type      Issn    SJR  \\\n",
       "39    40     23488  Current Medicinal Chemistry  journal  09298673  0,918   \n",
       "\n",
       "   SJR Quartile  H index  Total Docs. (2018)  Total Docs. (3years)  ...  \\\n",
       "39           Q1      158                 329                   843  ...   \n",
       "\n",
       "    Citable Docs. (3years)  Cites / Doc. (2years)  Ref. / Doc.  \\\n",
       "39                     788                   3,25       100,73   \n",
       "\n",
       "                 Country                   Publisher      Coverage  \\\n",
       "39  United Arab Emirates  Bentham Science Publishers  1994-ongoing   \n",
       "\n",
       "                                           Categories    q_issn  \\\n",
       "39  Drug Discovery (Q1); Organic Chemistry (Q1); B...  09298673   \n",
       "\n",
       "                             availability  \\\n",
       "39  Full-text available, but not complete   \n",
       "\n",
       "                                             coverage  \n",
       "39  {'SciTech Premium Collection': 'Available from...  \n",
       "\n",
       "[1 rows x 22 columns]"
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