Unreflicenses.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "529cff9f",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import re"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "97ed75bb",
   "metadata": {},
   "source": [
    "PARSING THE FILE"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "3c41daaf",
   "metadata": {},
   "outputs": [],
   "source": [
    "new_list1=[]  #TEXT\n",
    "file_name1=[]  #FILE NAME\n",
    "for root, dirs, files in os.walk('unreflicenses'):\n",
    "    for file in files:\n",
    "        file_name1.append(file)\n",
    "        with open(os.path.join(root,file),'r') as f:\n",
    "            text=f.read()\n",
    "            new_list1.append(re.split(r'\\t|\\n',text))\n",
    "        \n",
    "        "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "617bc69f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "77"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(file_name1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "fd48cf95",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['USE CASE Source code delivery',\n",
       " '',\n",
       " 'YOU MUST Provide Copyright notice',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Highlighted',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Appropriately',\n",
       " '',\n",
       " 'YOU MUST NOT Modify License notices',\n",
       " '',\n",
       " 'YOU MUST NOT Modify Warranty disclaimer',\n",
       " '',\n",
       " 'YOU MUST Provide License text',\n",
       " '',\n",
       " 'IF Non-permissive Additional terms',\n",
       " '',\n",
       " '',\n",
       " 'EITHER',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'YOU MUST Include Additional terms In Source code',\n",
       " '',\n",
       " '',\n",
       " 'OR',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'YOU MUST Reference Additional terms In Source code',\n",
       " '',\n",
       " '',\n",
       " 'YOU MUST Provide Additional terms',\n",
       " '',\n",
       " 'USE CASE Combined work With AGPL-3.0-or-later',\n",
       " '',\n",
       " '',\n",
       " 'YOU MUST Fulfill License obligations Of AGPL-3.0-or-later',\n",
       " '',\n",
       " 'IF Software modification',\n",
       " '',\n",
       " '',\n",
       " 'YOU MUST Provide Modification notice',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Highlighted',\n",
       " '',\n",
       " '',\n",
       " 'YOU MUST Provide Modification date',\n",
       " '',\n",
       " '',\n",
       " 'YOU MUST Provide Legal notices',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Highlighted',\n",
       " '',\n",
       " '',\n",
       " 'YOU MUST Grant License',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Original license',\n",
       " '',\n",
       " '',\n",
       " 'IF Interactive AND Displaying Appropriate legal notices',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'YOU MUST Display Appropriate legal notices',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Highlighted',\n",
       " '',\n",
       " 'YOU MUST NOT Restrict Granted rights',\n",
       " '',\n",
       " '',\n",
       " 'EXCEPT IF NOT Permitted By Additional terms',\n",
       " '',\n",
       " 'YOU MUST NOT Litigate Circumvention',\n",
       " 'USE CASE Binary delivery',\n",
       " '',\n",
       " 'YOU MUST Provide Copyright notice',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Highlighted',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Appropriately',\n",
       " '',\n",
       " 'YOU MUST NOT Modify License notices',\n",
       " '',\n",
       " 'YOU MUST NOT Modify Warranty disclaimer',\n",
       " '',\n",
       " 'YOU MUST Provide License text',\n",
       " '',\n",
       " '',\n",
       " 'IF Non-permissive Additional terms',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'EITHER',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'YOU MUST Include Additional terms In Source code',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'OR',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'YOU MUST Reference Additional terms In Source code',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'YOU MUST Provide Additional terms',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'USE CASE Combined work With AGPL-3.0-or-later',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'YOU MUST Fulfill License obligations Of AGPL-3.0-or-later',\n",
       " '',\n",
       " 'EITHER IF Binary delivery On Customary medium OR Installed',\n",
       " '',\n",
       " '',\n",
       " 'EITHER',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'YOU MUST Provide Source code',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Machine-readable',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Customary medium',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Documented format',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Including Installation scripts',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Including Tool chain information',\n",
       " '',\n",
       " '',\n",
       " 'OR',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'YOU MUST Provide Written offer',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Duration At least 3 years',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Duration As long as product is supported',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Delayed source code delivery',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Machine-readable',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Documented format',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Including Installation scripts',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Including Tool chain information',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'EITHER',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Customary medium',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE No profit',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'OR',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Via Internet',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE No charge',\n",
       " '',\n",
       " 'OR IF Binary delivery Via Internet',\n",
       " '',\n",
       " '',\n",
       " 'YOU MUST Provide Source code',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Machine-readable',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Documented format',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Including Installation scripts',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Including Tool chain information',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Via Internet',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Duration As long as needed',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'EITHER IF Source code On same server',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE No charge',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Equivalent',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'OR IF Source code On other server',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE No charge',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Equivalent',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'YOU MUST Reference Source code',\n",
       " '',\n",
       " 'OR IF Binary delivery Via peer-to-peer transmission',\n",
       " '',\n",
       " '',\n",
       " 'YOU MUST Reference Source code',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE No charge',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Machine-readable',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Documented format',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Including Installation scripts',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Including Tool chain information',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Via Internet',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Duration As long as needed',\n",
       " '',\n",
       " 'IF User product',\n",
       " '',\n",
       " '',\n",
       " 'YOU MUST Provide Installation information',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'EXCEPT IF Installation Is NOT Feasible',\n",
       " '',\n",
       " 'IF Software modification',\n",
       " '',\n",
       " '',\n",
       " 'YOU MUST Provide Modification notice',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Highlighted',\n",
       " '',\n",
       " '',\n",
       " 'YOU MUST Provide Modification date',\n",
       " '',\n",
       " '',\n",
       " 'YOU MUST Provide Legal notices',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Highlighted',\n",
       " '',\n",
       " '',\n",
       " 'YOU MUST Grant License',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Original license',\n",
       " '',\n",
       " '',\n",
       " 'IF Interactive AND Displaying Appropriate legal notices',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'YOU MUST Display Appropriate legal notices',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " '',\n",
       " 'ATTRIBUTE Highlighted',\n",
       " '',\n",
       " 'YOU MUST NOT Restrict Granted rights',\n",
       " '',\n",
       " '',\n",
       " 'EXCEPT IF NOT Permitted By Additional terms',\n",
       " '',\n",
       " 'YOU MUST NOT Litigate Circumvention',\n",
       " 'COMPATIBILITY AGPL-3.0-or-later',\n",
       " 'COMPATIBILITY Apache-2.0',\n",
       " 'COMPATIBILITY BSD-2-Clause',\n",
       " 'COMPATIBILITY BSD-2-Clause-Patent',\n",
       " 'COMPATIBILITY BSD-3-Clause',\n",
       " 'COMPATIBILITY BSL-1.0',\n",
       " 'COMPATIBILITY bzip2-1.0.5',\n",
       " 'COMPATIBILITY bzip2-1.0.6',\n",
       " 'COMPATIBILITY CC0-1.0',\n",
       " 'COMPATIBILITY curl',\n",
       " 'COMPATIBILITY EFL-2.0',\n",
       " 'COMPATIBILITY GPL-2.0-or-later',\n",
       " 'COMPATIBILITY IBM-pibs',\n",
       " 'COMPATIBILITY ICU',\n",
       " 'COMPATIBILITY ISC',\n",
       " 'COMPATIBILITY LGPL-2.1-only',\n",
       " 'COMPATIBILITY LGPL-2.1-or-later',\n",
       " 'COMPATIBILITY LGPL-3.0-or-later',\n",
       " 'COMPATIBILITY Libpng',\n",
       " 'COMPATIBILITY MIT',\n",
       " 'COMPATIBILITY MPL-2.0',\n",
       " 'COMPATIBILITY NTP',\n",
       " 'COMPATIBILITY UPL-1.0',\n",
       " 'COMPATIBILITY WTFPL',\n",
       " 'COMPATIBILITY X11',\n",
       " 'COMPATIBILITY Zlib',\n",
       " 'COMPATIBILITY ZPL-2.0',\n",
       " 'DEPENDING COMPATIBILITY EPL-2.0',\n",
       " 'INCOMPATIBILITY Apache-1.0',\n",
       " 'INCOMPATIBILITY Apache-1.1',\n",
       " 'INCOMPATIBILITY BSD-4-Clause',\n",
       " 'INCOMPATIBILITY BSD-4-Clause-UC',\n",
       " 'INCOMPATIBILITY FTL',\n",
       " 'INCOMPATIBILITY IJG',\n",
       " 'INCOMPATIBILITY OpenSSL',\n",
       " 'INCOMPATIBILITY Python-2.0',\n",
       " 'INCOMPATIBILITY zlib-acknowledgement',\n",
       " 'INCOMPATIBILITY XFree86-1.1',\n",
       " 'PATENT HINTS Yes',\n",
       " 'COPYLEFT CLAUSE Yes',\n",
       " '',\n",
       " '']"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "new_list1[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "177ca7bb",
   "metadata": {},
   "outputs": [],
   "source": [
    "lst=[]\n",
    "for sub_lst in new_list1:\n",
    "    new_sub_list = [x for x in sub_lst if x != '']\n",
    "    lst.append(new_sub_list)\n",
    "    \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "36746089",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[['USE CASE Source code delivery',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST NOT Modify License notices',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer',\n",
       "  'YOU MUST Provide License text',\n",
       "  'IF Non-permissive Additional terms',\n",
       "  'EITHER',\n",
       "  'YOU MUST Include Additional terms In Source code',\n",
       "  'OR',\n",
       "  'YOU MUST Reference Additional terms In Source code',\n",
       "  'YOU MUST Provide Additional terms',\n",
       "  'USE CASE Combined work With AGPL-3.0-or-later',\n",
       "  'YOU MUST Fulfill License obligations Of AGPL-3.0-or-later',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'YOU MUST Provide Legal notices',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'IF Interactive AND Displaying Appropriate legal notices',\n",
       "  'YOU MUST Display Appropriate legal notices',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'EXCEPT IF NOT Permitted By Additional terms',\n",
       "  'YOU MUST NOT Litigate Circumvention',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST NOT Modify License notices',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer',\n",
       "  'YOU MUST Provide License text',\n",
       "  'IF Non-permissive Additional terms',\n",
       "  'EITHER',\n",
       "  'YOU MUST Include Additional terms In Source code',\n",
       "  'OR',\n",
       "  'YOU MUST Reference Additional terms In Source code',\n",
       "  'YOU MUST Provide Additional terms',\n",
       "  'USE CASE Combined work With AGPL-3.0-or-later',\n",
       "  'YOU MUST Fulfill License obligations Of AGPL-3.0-or-later',\n",
       "  'EITHER IF Binary delivery On Customary medium OR Installed',\n",
       "  'EITHER',\n",
       "  'YOU MUST Provide Source code',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'OR',\n",
       "  'YOU MUST Provide Written offer',\n",
       "  'ATTRIBUTE Duration At least 3 years',\n",
       "  'ATTRIBUTE Duration As long as product is supported',\n",
       "  'ATTRIBUTE Delayed source code delivery',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'EITHER',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'ATTRIBUTE No profit',\n",
       "  'OR',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'OR IF Binary delivery Via Internet',\n",
       "  'YOU MUST Provide Source code',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE Duration As long as needed',\n",
       "  'EITHER IF Source code On same server',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'ATTRIBUTE Equivalent',\n",
       "  'OR IF Source code On other server',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'ATTRIBUTE Equivalent',\n",
       "  'YOU MUST Reference Source code',\n",
       "  'OR IF Binary delivery Via peer-to-peer transmission',\n",
       "  'YOU MUST Reference Source code',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE Duration As long as needed',\n",
       "  'IF User product',\n",
       "  'YOU MUST Provide Installation information',\n",
       "  'EXCEPT IF Installation Is NOT Feasible',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'YOU MUST Provide Legal notices',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'IF Interactive AND Displaying Appropriate legal notices',\n",
       "  'YOU MUST Display Appropriate legal notices',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'EXCEPT IF NOT Permitted By Additional terms',\n",
       "  'YOU MUST NOT Litigate Circumvention',\n",
       "  'COMPATIBILITY AGPL-3.0-or-later',\n",
       "  'COMPATIBILITY Apache-2.0',\n",
       "  'COMPATIBILITY BSD-2-Clause',\n",
       "  'COMPATIBILITY BSD-2-Clause-Patent',\n",
       "  'COMPATIBILITY BSD-3-Clause',\n",
       "  'COMPATIBILITY BSL-1.0',\n",
       "  'COMPATIBILITY bzip2-1.0.5',\n",
       "  'COMPATIBILITY bzip2-1.0.6',\n",
       "  'COMPATIBILITY CC0-1.0',\n",
       "  'COMPATIBILITY curl',\n",
       "  'COMPATIBILITY EFL-2.0',\n",
       "  'COMPATIBILITY GPL-2.0-or-later',\n",
       "  'COMPATIBILITY IBM-pibs',\n",
       "  'COMPATIBILITY ICU',\n",
       "  'COMPATIBILITY ISC',\n",
       "  'COMPATIBILITY LGPL-2.1-only',\n",
       "  'COMPATIBILITY LGPL-2.1-or-later',\n",
       "  'COMPATIBILITY LGPL-3.0-or-later',\n",
       "  'COMPATIBILITY Libpng',\n",
       "  'COMPATIBILITY MIT',\n",
       "  'COMPATIBILITY MPL-2.0',\n",
       "  'COMPATIBILITY NTP',\n",
       "  'COMPATIBILITY UPL-1.0',\n",
       "  'COMPATIBILITY WTFPL',\n",
       "  'COMPATIBILITY X11',\n",
       "  'COMPATIBILITY Zlib',\n",
       "  'COMPATIBILITY ZPL-2.0',\n",
       "  'DEPENDING COMPATIBILITY EPL-2.0',\n",
       "  'INCOMPATIBILITY Apache-1.0',\n",
       "  'INCOMPATIBILITY Apache-1.1',\n",
       "  'INCOMPATIBILITY BSD-4-Clause',\n",
       "  'INCOMPATIBILITY BSD-4-Clause-UC',\n",
       "  'INCOMPATIBILITY FTL',\n",
       "  'INCOMPATIBILITY IJG',\n",
       "  'INCOMPATIBILITY OpenSSL',\n",
       "  'INCOMPATIBILITY Python-2.0',\n",
       "  'INCOMPATIBILITY zlib-acknowledgement',\n",
       "  'INCOMPATIBILITY XFree86-1.1',\n",
       "  'PATENT HINTS Yes',\n",
       "  'COPYLEFT CLAUSE Yes'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Forward License text',\n",
       "  'YOU MUST NOT Modify Copyright notices',\n",
       "  'YOU MUST NOT Modify Patent notices',\n",
       "  'YOU MUST NOT Modify Trademark notices',\n",
       "  'YOU MUST NOT Modify Attribution notices',\n",
       "  'YOU MUST NOT Modify Warranty disclaimers',\n",
       "  'YOU MUST NOT Modify Liability disclaimers',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'USE CASE License change',\n",
       "  'YOU MUST Use Warranty disclaimer On behalf of Other contributors',\n",
       "  'ATTRIBUTE Effective',\n",
       "  'YOU MUST Use Liability disclaimer On behalf of Other contributors',\n",
       "  'ATTRIBUTE Effective',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'YOU MUST Use Identical License obligations',\n",
       "  'IF Commercial distribution',\n",
       "  'YOU MUST Indemnify Other contributors',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Notify License',\n",
       "  'EITHER',\n",
       "  'YOU MUST Include Source code',\n",
       "  'OR',\n",
       "  'YOU MUST Provide Delayed source code delivery',\n",
       "  'YOU MUST Provide Written offer',\n",
       "  'ATTRIBUTE Reasonable',\n",
       "  'EITHER',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'OR',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'YOU MUST NOT Modify Copyright notices',\n",
       "  'YOU MUST NOT Modify Patent notices',\n",
       "  'YOU MUST NOT Modify Trademark notices',\n",
       "  'YOU MUST NOT Modify Attribution notices',\n",
       "  'YOU MUST NOT Modify Warranty disclaimers',\n",
       "  'YOU MUST NOT Modify Liability disclaimers',\n",
       "  'USE CASE License change',\n",
       "  'YOU MUST Use Warranty disclaimer On behalf of Other contributors',\n",
       "  'ATTRIBUTE Effective',\n",
       "  'YOU MUST Use Liability disclaimer On behalf of Other contributors',\n",
       "  'ATTRIBUTE Effective',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'YOU MUST Use Identical License obligations',\n",
       "  'IF Commercial distribution',\n",
       "  'YOU MUST Indemnify Other contributors',\n",
       "  'COMPATIBILITY Apache-2.0',\n",
       "  'COMPATIBILITY BSD-2-Clause',\n",
       "  'COMPATIBILITY BSD-2-Clause-Patent',\n",
       "  'COMPATIBILITY BSD-3-Clause',\n",
       "  'COMPATIBILITY BSL-1.0',\n",
       "  'COMPATIBILITY bzip2-1.0.5',\n",
       "  'COMPATIBILITY bzip2-1.0.6',\n",
       "  'COMPATIBILITY CC0-1.0',\n",
       "  'COMPATIBILITY curl',\n",
       "  'COMPATIBILITY EFL-2.0',\n",
       "  'COMPATIBILITY EPL-1.0',\n",
       "  'COMPATIBILITY IBM-pibs',\n",
       "  'COMPATIBILITY ICU',\n",
       "  'COMPATIBILITY ISC',\n",
       "  'COMPATIBILITY Libpng',\n",
       "  'COMPATIBILITY MIT',\n",
       "  'COMPATIBILITY NTP',\n",
       "  'COMPATIBILITY UPL-1.0',\n",
       "  'COMPATIBILITY WTFPL',\n",
       "  'COMPATIBILITY X11',\n",
       "  'COMPATIBILITY Zlib',\n",
       "  'COMPATIBILITY ZPL-2.0',\n",
       "  'PATENT HINTS Yes',\n",
       "  'COPYLEFT CLAUSE Yes'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Forward OR Provide License text',\n",
       "  'YOU MUST Credit Verbatim \"Copyright (C) 1996, 1999 International Business Machines Corporation and others. All Rights Reserved.\"',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'IF Commercial distribution',\n",
       "  'YOU MUST Indemnify Other contributors',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Credit Verbatim \"Copyright (C) 1996, 1999 International Business Machines Corporation and others. All Rights Reserved.\"',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'EITHER',\n",
       "  'YOU MUST Provide Source code',\n",
       "  'OR',\n",
       "  'YOU MUST Provide Delayed source code delivery',\n",
       "  'ATTRIBUTE Inform Recipient',\n",
       "  'EITHER',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'OR',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE Reasonable',\n",
       "  'USE CASE License change',\n",
       "  'YOU MUST Use Equivalent License obligations',\n",
       "  'YOU MUST Use Warranty disclaimer On behalf of Contributors',\n",
       "  'ATTRIBUTE Effective',\n",
       "  'YOU MUST Use Liability disclaimer On behalf of Contributors',\n",
       "  'ATTRIBUTE Effective',\n",
       "  'IF Service offerings',\n",
       "  'ATTRIBUTE NOT Transferable',\n",
       "  'IF Commercial distribution',\n",
       "  'YOU MUST Indemnify Other contributors',\n",
       "  'COMPATIBILITY BSD-2-Clause',\n",
       "  'COMPATIBILITY BSD-2-Clause-Patent',\n",
       "  'COMPATIBILITY BSD-3-Clause',\n",
       "  'COMPATIBILITY BSL-1.0',\n",
       "  'COMPATIBILITY bzip2-1.0.5',\n",
       "  'COMPATIBILITY bzip2-1.0.6',\n",
       "  'COMPATIBILITY CC0-1.0',\n",
       "  'COMPATIBILITY CPL-1.0',\n",
       "  'COMPATIBILITY curl',\n",
       "  'COMPATIBILITY EFL-2.0',\n",
       "  'COMPATIBILITY EPL-1.0',\n",
       "  'COMPATIBILITY IBM-pibs',\n",
       "  'COMPATIBILITY ICU',\n",
       "  'COMPATIBILITY ISC',\n",
       "  'COMPATIBILITY Libpng',\n",
       "  'COMPATIBILITY MIT',\n",
       "  'COMPATIBILITY NTP',\n",
       "  'COMPATIBILITY UPL-1.0',\n",
       "  'COMPATIBILITY WTFPL',\n",
       "  'COMPATIBILITY X11',\n",
       "  'COMPATIBILITY Zlib',\n",
       "  'PATENT HINTS Yes',\n",
       "  'COPYLEFT CLAUSE Yes'],\n",
       " ['USE CASE Source code delivery OR Binary delivery',\n",
       "  'YOU MUST Provide Copyright notice (Copyright notice)',\n",
       "  'YOU MUST Provide License text',\n",
       "  'PATENT HINTS Yes'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Provide License notice',\n",
       "  'YOU MUST Reference License text',\n",
       "  'YOU MUST NOT Modify Legal notices',\n",
       "  'IF Service offerings',\n",
       "  'ATTRIBUTE NOT Transferable',\n",
       "  'YOU MUST Indemnify Other contributors',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Inform Recipients',\n",
       "  'ATTRIBUTE Delayed source code delivery',\n",
       "  'ATTRIBUTE Reasonable',\n",
       "  'ATTRIBUTE Timely',\n",
       "  'ATTRIBUTE No profit',\n",
       "  'USE CASE License change',\n",
       "  'YOU MUST NOT Restrict Granted rights For Source code',\n",
       "  'IF Service offerings',\n",
       "  'ATTRIBUTE NOT Transferable',\n",
       "  'YOU MUST Indemnify Other contributors',\n",
       "  'COMPATIBILITY Apache-2.0',\n",
       "  'COMPATIBILITY BSD-2-Clause',\n",
       "  'COMPATIBILITY BSD-2-Clause-Patent',\n",
       "  'COMPATIBILITY BSD-3-Clause',\n",
       "  'COMPATIBILITY BSL-1.0',\n",
       "  'COMPATIBILITY bzip2-1.0.5',\n",
       "  'COMPATIBILITY bzip2-1.0.6',\n",
       "  'COMPATIBILITY CC0-1.0',\n",
       "  'COMPATIBILITY curl',\n",
       "  'COMPATIBILITY EFL-2.0',\n",
       "  'COMPATIBILITY IBM-pibs',\n",
       "  'COMPATIBILITY ICU',\n",
       "  'COMPATIBILITY ISC',\n",
       "  'COMPATIBILITY Libpng',\n",
       "  'COMPATIBILITY MIT',\n",
       "  'COMPATIBILITY MPL-2.0',\n",
       "  'COMPATIBILITY NTP',\n",
       "  'COMPATIBILITY UPL-1.0',\n",
       "  'COMPATIBILITY WTFPL',\n",
       "  'COMPATIBILITY X11',\n",
       "  'COMPATIBILITY Zlib',\n",
       "  'COMPATIBILITY ZPL-2.0',\n",
       "  'COPYLEFT CLAUSE Yes',\n",
       "  'PATENT HINTS Yes'],\n",
       " ['USE CASE Source code delivery OR Binary delivery',\n",
       "  'YOU MUST Forward OR Provide Copyright notices',\n",
       "  'YOU MUST Forward OR Provide License text',\n",
       "  'YOU MUST Forward OR Provide Warranty disclaimer'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST NOT Modify License notices',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer',\n",
       "  'YOU MUST Forward License text',\n",
       "  'IF Non-permissive Additional terms',\n",
       "  'EITHER',\n",
       "  'YOU MUST Include Additional terms In Source code',\n",
       "  'OR',\n",
       "  'YOU MUST Reference Additional terms In Source code',\n",
       "  'YOU MUST Forward Additional terms',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'IF Interactive AND Displaying License announcement',\n",
       "  'YOU MUST Display Appropriate legal notices',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'EXCEPT IF NOT Permitted By Additional terms',\n",
       "  'YOU MUST NOT Litigate Circumvention',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST NOT Modify License notices',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer',\n",
       "  'YOU MUST Provide License text',\n",
       "  'IF Non-permissive Additional terms',\n",
       "  'EITHER',\n",
       "  'YOU MUST Include Additional terms In Source code',\n",
       "  'OR',\n",
       "  'YOU MUST Reference Additional terms In Source code',\n",
       "  'YOU MUST Provide Additional terms',\n",
       "  'YOU MUST Provide Source code',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'IF Binary delivery On Customary medium OR Installed',\n",
       "  'EITHER',\n",
       "  'YOU MUST Include Source code',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'OR',\n",
       "  'YOU MUST Provide Delayed source code delivery',\n",
       "  'YOU MUST Provide Written offer',\n",
       "  'ATTRIBUTE Duration At least 3 years',\n",
       "  'ATTRIBUTE Duration As long as product is supported',\n",
       "  'ATTRIBUTE Source code delivery',\n",
       "  'EITHER',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'ATTRIBUTE No profit',\n",
       "  'OR',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'IF Binary delivery Via Internet',\n",
       "  'YOU MUST Provide Source code',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE Duration As long as needed',\n",
       "  'IF Source code On same server',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'IF Source code On other server',\n",
       "  'ATTRIBUTE Equivalent',\n",
       "  'YOU MUST Reference Source code',\n",
       "  'IF Binary delivery Via peer-to-peer transmission',\n",
       "  'YOU MUST Reference Source code',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'IF Interactive AND Displaying License announcement',\n",
       "  'YOU MUST Display Appropriate legal notices',\n",
       "  'IF User product',\n",
       "  'YOU MUST Provide Installation information',\n",
       "  'EXCEPT IF Installation Is NOT Feasible',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'EXCEPT IF NOT Permitted By Additional terms',\n",
       "  'YOU MUST NOT Litigate Circumvention',\n",
       "  'USE CASE Network service',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Provide Source code',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE No charges',\n",
       "  'ATTRIBUTE Customary method',\n",
       "  'COMPATIBILITY AGPL-3.0-only',\n",
       "  'COMPATIBILITY Apache-2.0',\n",
       "  'COMPATIBILITY Artistic-2.0',\n",
       "  'COMPATIBILITY BSD-2-Clause',\n",
       "  'COMPATIBILITY BSD-2-Clause-Patent',\n",
       "  'COMPATIBILITY BSD-3-Clause',\n",
       "  'COMPATIBILITY BSL-1.0',\n",
       "  'COMPATIBILITY bzip2-1.0.5',\n",
       "  'COMPATIBILITY bzip2-1.0.6',\n",
       "  'COMPATIBILITY CC0-1.0',\n",
       "  'COMPATIBILITY curl',\n",
       "  'COMPATIBILITY EFL-2.0',\n",
       "  'COMPATIBILITY GPL-3.0-only',\n",
       "  'COMPATIBILITY GPL-3.0-or-later',\n",
       "  'COMPATIBILITY IBM-pibs',\n",
       "  'COMPATIBILITY ICU',\n",
       "  'COMPATIBILITY ISC',\n",
       "  'COMPATIBILITY LGPL-3.0-only',\n",
       "  'COMPATIBILITY LGPL-3.0-or-later',\n",
       "  'COMPATIBILITY Libpng',\n",
       "  'COMPATIBILITY MIT',\n",
       "  'COMPATIBILITY MPL-2.0',\n",
       "  'COMPATIBILITY NTP',\n",
       "  'COMPATIBILITY UPL-1.0',\n",
       "  'COMPATIBILITY WTFPL',\n",
       "  'COMPATIBILITY X11',\n",
       "  'COMPATIBILITY Zlib',\n",
       "  'COMPATIBILITY ZPL-2.0',\n",
       "  'INCOMPATIBILITY Apache-1.0',\n",
       "  'INCOMPATIBILITY Apache-1.1',\n",
       "  'INCOMPATIBILITY BSD-4-Clause',\n",
       "  'INCOMPATIBILITY BSD-4-Clause-UC',\n",
       "  'INCOMPATIBILITY FTL',\n",
       "  'INCOMPATIBILITY IJG',\n",
       "  'INCOMPATIBILITY OpenSSL',\n",
       "  'INCOMPATIBILITY Python-2.0',\n",
       "  'INCOMPATIBILITY zlib-acknowledgement',\n",
       "  'INCOMPATIBILITY XFree86-1.1',\n",
       "  'PATENT HINTS Yes',\n",
       "  'COPYLEFT CLAUSE Yes'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward License text',\n",
       "  'YOU MUST Forward Warranty disclaimer',\n",
       "  'YOU MUST NOT Misrepresent Authorship',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Provide Modification report In Documentation',\n",
       "  'YOU MUST Indemnify Original authors',\n",
       "  'YOU MUST NOT Promote',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Credit Verbatim \"this software is based in part on the work of the Independent JPEG Group\"',\n",
       "  'PATENT HINTS Yes'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward Warranty disclaimer',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Provide Modification notice In Source code',\n",
       "  'YOU MUST Provide Modification report In Source code',\n",
       "  'YOU MUST Provide Modification date In Source code',\n",
       "  'EITHER',\n",
       "  'YOU MUST Publish Modification',\n",
       "  'OR',\n",
       "  'YOU MUST Rename Target binary',\n",
       "  'YOU MUST Provide Original work',\n",
       "  'YOU MUST Provide Modification report',\n",
       "  'YOU MUST NOT Promote',\n",
       "  'USE CASE Binary delivery',\n",
       "  'IF Binary delivery Of Original work',\n",
       "  'YOU MUST Provide Original work',\n",
       "  'YOU MUST Reference Original work In Distribution material',\n",
       "  'IF Software modification',\n",
       "  'EITHER',\n",
       "  'YOU MUST Provide Source code',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'OR',\n",
       "  'YOU MUST Rename Modified work',\n",
       "  'YOU MUST Provide Modification report In Distribution material',\n",
       "  'YOU MUST Reference Original work In Distribution material',\n",
       "  'YOU MUST NOT Promote'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward License text',\n",
       "  'YOU MUST Forward Warranty disclaimer',\n",
       "  'IF Advertisement',\n",
       "  'YOU MUST Credit In Advertisement Verbatim \"This product includes software developed by [the organization].\"',\n",
       "  'YOU MUST NOT Promote',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Provide Copyright notices In Documentation OR Distribution material',\n",
       "  'YOU MUST Provide License text In Documentation OR Distribution material',\n",
       "  'YOU MUST Provide Warranty disclaimer In Documentation OR Distribution material',\n",
       "  'IF Advertisement',\n",
       "  'YOU MUST Credit In Advertisement Verbatim \"This product includes software developed by [the organization].\"',\n",
       "  'YOU MUST NOT Promote'],\n",
       " ['USE CASE Source code delivery OR Binary delivery',\n",
       "  'YOU MUST Forward OR Provide Copyright notices',\n",
       "  'YOU MUST Provide Copyright notice In Documentation',\n",
       "  'YOU MUST Provide License text In Documentation',\n",
       "  'YOU MUST NOT Promote'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward License text',\n",
       "  'YOU MUST Forward Warranty disclaimer',\n",
       "  'YOU MUST Credit Verbatim \"This product includes software developed by the Apache Group for use in the Apache HTTP server project (http://www.apache.org/).\"',\n",
       "  'IF Advertisement',\n",
       "  'YOU MUST Credit Verbatim In Advertisement \"This product includes software developed by the Apache Group for use in the Apache HTTP server project (http://www.apache.org/).\"',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST NOT Promote using \"Apache Server\" or \"Apache Group\"',\n",
       "  'YOU MUST NOT Use \"Apache\" In Product name',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Provide Copyright notices In Documentation OR Distribution material',\n",
       "  'YOU MUST Provide License text In Documentation OR Distribution material',\n",
       "  'YOU MUST Provide Warranty disclaimer In Documentation OR Distribution material',\n",
       "  'YOU MUST Credit Verbatim \"This product includes software developed by the Apache Group for use in the Apache HTTP server project (http://www.apache.org/).\"',\n",
       "  'IF Advertisement',\n",
       "  'YOU MUST Credit Verbatim In Advertisement \"This product includes software developed by the Apache Group for use in the Apache HTTP server project (http://www.apache.org/).\"',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST NOT Promote using \"Apache Server\" or \"Apache Group\"',\n",
       "  'YOU MUST NOT Use \"Apache\" In Product name'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Reference License text OSL-3.0',\n",
       "  'YOU MUST Search License acceptance',\n",
       "  'ATTRIBUTE Reasonable',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward Patent notices',\n",
       "  'YOU MUST Forward Trademark notices',\n",
       "  'YOU MUST Forward License notice',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST NOT Promote',\n",
       "  'USE CASE Binary delivery OR Network service',\n",
       "  'YOU MUST Reference License text OSL-3.0',\n",
       "  'YOU MUST Search License acceptance',\n",
       "  'ATTRIBUTE Reasonable',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward Patent notices',\n",
       "  'YOU MUST Forward Trademark notices',\n",
       "  'YOU MUST Forward License notice',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'EITHER',\n",
       "  'YOU MUST Include Source code Of Modification',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'OR',\n",
       "  'YOU MUST Provide Delayed source code delivery Of Modification',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE No profit',\n",
       "  'ATTRIBUTE Duration As long as distributed',\n",
       "  'YOU MUST NOT Promote',\n",
       "  'COMPATIBILITY BSD-2-Clause',\n",
       "  'COMPATIBILITY BSD-2-Clause-Patent',\n",
       "  'COMPATIBILITY BSD-3-Clause',\n",
       "  'COMPATIBILITY BSL-1.0',\n",
       "  'COMPATIBILITY bzip2-1.0.5',\n",
       "  'COMPATIBILITY bzip2-1.0.6',\n",
       "  'COMPATIBILITY CC0-1.0',\n",
       "  'COMPATIBILITY curl',\n",
       "  'COMPATIBILITY EFL-2.0',\n",
       "  'COMPATIBILITY EUPL-1.1',\n",
       "  'COMPATIBILITY IBM-pibs',\n",
       "  'COMPATIBILITY ICU',\n",
       "  'COMPATIBILITY ISC',\n",
       "  'COMPATIBILITY Libpng',\n",
       "  'COMPATIBILITY MIT',\n",
       "  'COMPATIBILITY NTP',\n",
       "  'COMPATIBILITY UPL-1.0',\n",
       "  'COMPATIBILITY WTFPL',\n",
       "  'COMPATIBILITY X11',\n",
       "  'COMPATIBILITY Zlib',\n",
       "  'COMPATIBILITY ZPL-2.0',\n",
       "  'PATENT HINTS Yes',\n",
       "  'COPYLEFT CLAUSE Yes'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward License text',\n",
       "  'YOU MUST Forward Warranty disclaimer',\n",
       "  'YOU MUST Credit Verbatim \"This product includes PHP software, freely available from &lt;http://www.php.net/software/&gt;\"',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST NOT Promote Using \"PHP\"',\n",
       "  'YOU MUST NOT Use \"PHP\" In Product name',\n",
       "  'YOU MUST NOT Prepend \"PHP\" To Product name',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Provide Copyright notices In Documentation OR Distribution material',\n",
       "  'YOU MUST Provide License text In Documentation OR Distribution material',\n",
       "  'YOU MUST Provide Warranty disclaimer In Documentation OR Distribution material',\n",
       "  'YOU MUST Credit Verbatim \"This product includes PHP software, freely available from &lt;http://www.php.net/software/&gt;\"',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST NOT Promote Using \"PHP\"',\n",
       "  'YOU MUST NOT Use \"PHP\" In Product name',\n",
       "  'YOU MUST NOT Prepend \"PHP\" To Product name'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Forward License text',\n",
       "  'YOU MUST NOT Modify License text',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Provide Modification report',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST NOT Promote',\n",
       "  'YOU MUST Credit FreeType Team',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Credit In Documentation FreeType Team',\n",
       "  'YOU MUST NOT Promote',\n",
       "  'YOU MUST Credit FreeType Team'],\n",
       " ['USE CASE Source code delivery OR Binary delivery',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward OR Provide License text',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Provide Modification author',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'YOU MUST Provide Modification reason',\n",
       "  'YOU MUST Reference Original source code',\n",
       "  'ATTRIBUTE http://www.qhull.org'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Provide License text',\n",
       "  'YOU MUST NOT Modify Copyright notices',\n",
       "  'YOU MUST NOT Modify Patent notices',\n",
       "  'YOU MUST NOT Modify Trademark notices',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Provide License text',\n",
       "  'YOU MUST NOT Modify Copyright notices',\n",
       "  'YOU MUST NOT Modify Patent notices',\n",
       "  'YOU MUST NOT Modify Trademark notices',\n",
       "  'YOU MUST Provide Delayed source code delivery',\n",
       "  'YOU MUST Provide Written offer',\n",
       "  'ATTRIBUTE Reasonable',\n",
       "  'EITHER',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'OR',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'USE CASE License change',\n",
       "  'YOU MUST Use Compatible license',\n",
       "  'YOU MUST Indemnify Other contributors',\n",
       "  'COMPATIBILITY BSD-2-Clause',\n",
       "  'COMPATIBILITY BSD-2-Clause-Patent',\n",
       "  'COMPATIBILITY BSD-3-Clause',\n",
       "  'COMPATIBILITY BSL-1.0',\n",
       "  'COMPATIBILITY bzip2-1.0.5',\n",
       "  'COMPATIBILITY bzip2-1.0.6',\n",
       "  'COMPATIBILITY CC0-1.0',\n",
       "  'COMPATIBILITY curl',\n",
       "  'COMPATIBILITY EFL-2.0',\n",
       "  'COMPATIBILITY IBM-pibs',\n",
       "  'COMPATIBILITY ICU',\n",
       "  'COMPATIBILITY ISC',\n",
       "  'COMPATIBILITY Libpng',\n",
       "  'COMPATIBILITY MIT',\n",
       "  'COMPATIBILITY NTP',\n",
       "  'COMPATIBILITY UPL-1.0',\n",
       "  'COMPATIBILITY WTFPL',\n",
       "  'COMPATIBILITY X11',\n",
       "  'COMPATIBILITY Zlib',\n",
       "  'PATENT HINTS Yes',\n",
       "  'COPYLEFT CLAUSE Yes'],\n",
       " ['USE CASE Source code delivery OR Binary delivery',\n",
       "  'EITHER',\n",
       "  'YOU MUST Provide Copyright notices',\n",
       "  'YOU MUST Provide License text',\n",
       "  'OR',\n",
       "  'YOU MUST Provide Copyright notices In Documentation',\n",
       "  'YOU MUST Provide License text In Documentation',\n",
       "  'YOU MUST NOT Promote'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward License text',\n",
       "  'YOU MUST Forward Warranty disclaimer',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Provide Copyright notices In Documentation OR Distribution material',\n",
       "  'YOU MUST Provide License text In Documentation OR Distribution material',\n",
       "  'YOU MUST Provide Warranty disclaimer In Documentation OR Distribution material'],\n",
       " ['USE CASE Source code delivery OR Binary delivery',\n",
       "  'YOU MUST Forward OR Provide Copyright notices',\n",
       "  'YOU MUST Forward OR Provide License text',\n",
       "  'YOU MUST NOT Promote'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward Warranty disclaimer',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST Provide Modification report',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'EITHER',\n",
       "  'YOU MUST Publish Source code',\n",
       "  'OR',\n",
       "  'YOU MUST Rename Source code',\n",
       "  'YOU MUST NOT Promote',\n",
       "  'USE CASE Binary delivery',\n",
       "  'EITHER',\n",
       "  'YOU MUST Provide Retrieval information',\n",
       "  'OR',\n",
       "  'YOU MUST Provide Source code',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'OR',\n",
       "  'YOU MUST Rename Source code',\n",
       "  'YOU MUST Provide Modification report',\n",
       "  'YOU MUST NOT Promote'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Provide License text',\n",
       "  'YOU MUST NOT Modify Copyright notices',\n",
       "  'YOU MUST NOT Modify Patent notices',\n",
       "  'YOU MUST NOT Modify Trademark notices',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Provide License text',\n",
       "  'YOU MUST NOT Modify Copyright notices',\n",
       "  'YOU MUST NOT Modify Patent notices',\n",
       "  'YOU MUST NOT Modify Trademark notices',\n",
       "  'YOU MUST Provide Delayed source code delivery',\n",
       "  'YOU MUST Provide Written offer',\n",
       "  'ATTRIBUTE Reasonable',\n",
       "  'EITHER',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'OR',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'USE CASE License change',\n",
       "  'YOU MUST Use Compatible license',\n",
       "  'YOU MUST Indemnify Other contributors',\n",
       "  'COMPATIBILITY BSD-2-Clause',\n",
       "  'COMPATIBILITY BSD-2-Clause-Patent',\n",
       "  'COMPATIBILITY BSD-3-Clause',\n",
       "  'COMPATIBILITY BSL-1.0',\n",
       "  'COMPATIBILITY bzip2-1.0.5',\n",
       "  'COMPATIBILITY bzip2-1.0.6',\n",
       "  'COMPATIBILITY CC0-1.0',\n",
       "  'COMPATIBILITY curl',\n",
       "  'COMPATIBILITY EFL-2.0',\n",
       "  'COMPATIBILITY IBM-pibs',\n",
       "  'COMPATIBILITY ICU',\n",
       "  'COMPATIBILITY ISC',\n",
       "  'COMPATIBILITY Libpng',\n",
       "  'COMPATIBILITY MIT',\n",
       "  'COMPATIBILITY NTP',\n",
       "  'COMPATIBILITY UPL-1.0',\n",
       "  'COMPATIBILITY WTFPL',\n",
       "  'COMPATIBILITY X11',\n",
       "  'COMPATIBILITY Zlib',\n",
       "  'PATENT HINTS Yes',\n",
       "  'COPYLEFT CLAUSE Yes'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST Provide Warranty disclaimer (Warranty disclaimer)',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST NOT Modify License notices',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer (Warranty disclaimer)',\n",
       "  'YOU MUST Provide License text',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'IF Interactive AND Displaying License announcement',\n",
       "  'YOU MUST Display License announcement',\n",
       "  'YOU MUST Display Copyright notice',\n",
       "  'YOU MUST Display Warranty disclaimer',\n",
       "  'YOU MUST Reference License text',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST Provide Warranty disclaimer (Warranty disclaimer)',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST NOT Modify License notices',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer (Warranty disclaimer)',\n",
       "  'YOU MUST Provide License text',\n",
       "  'EITHER',\n",
       "  'YOU MUST Provide Source code',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'IF Binary delivery Via Internet',\n",
       "  'ATTRIBUTE Source code delivery Via Internet',\n",
       "  'ATTRIBUTE On same server',\n",
       "  'ATTRIBUTE Equivalent',\n",
       "  'OR',\n",
       "  'YOU MUST Provide Written offer (Written offer)',\n",
       "  'ATTRIBUTE Duration 3 years',\n",
       "  'ATTRIBUTE To Any third party',\n",
       "  'ATTRIBUTE No profit',\n",
       "  'ATTRIBUTE Delayed source code delivery',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'IF Interactive AND Displaying License announcement',\n",
       "  'YOU MUST Display License announcement (Interactive announcement)',\n",
       "  'YOU MUST Display Copyright notice',\n",
       "  'YOU MUST Display Warranty disclaimer (Warranty disclaimer)',\n",
       "  'YOU MUST Reference License text',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'COMPATIBILITY Artistic-2.0',\n",
       "  'COMPATIBILITY BSD-2-Clause',\n",
       "  'COMPATIBILITY BSD-2-Clause-Patent',\n",
       "  'COMPATIBILITY BSD-3-Clause',\n",
       "  'COMPATIBILITY BSL-1.0',\n",
       "  'COMPATIBILITY bzip2-1.0.5',\n",
       "  'COMPATIBILITY bzip2-1.0.6',\n",
       "  'COMPATIBILITY CC0-1.0',\n",
       "  'COMPATIBILITY curl',\n",
       "  'COMPATIBILITY EFL-2.0',\n",
       "  'COMPATIBILITY EUPL-1.1',\n",
       "  'COMPATIBILITY IBM-pibs',\n",
       "  'COMPATIBILITY ICU',\n",
       "  'COMPATIBILITY ISC',\n",
       "  'COMPATIBILITY Libpng',\n",
       "  'COMPATIBILITY MIT',\n",
       "  'COMPATIBILITY MPL-2.0',\n",
       "  'COMPATIBILITY NTP',\n",
       "  'COMPATIBILITY UPL-1.0',\n",
       "  'COMPATIBILITY WTFPL',\n",
       "  'COMPATIBILITY X11',\n",
       "  'COMPATIBILITY Zlib',\n",
       "  'COMPATIBILITY ZPL-2.0',\n",
       "  'DEPENDING COMPATIBILITY EPL-2.0',\n",
       "  'INCOMPATIBILITY Apache-1.0',\n",
       "  'INCOMPATIBILITY Apache-1.1',\n",
       "  'INCOMPATIBILITY Apache-2.0',\n",
       "  'INCOMPATIBILITY BSD-4-Clause',\n",
       "  'INCOMPATIBILITY BSD-4-Clause-UC',\n",
       "  'INCOMPATIBILITY FTL',\n",
       "  'INCOMPATIBILITY IJG',\n",
       "  'INCOMPATIBILITY OpenSSL',\n",
       "  'INCOMPATIBILITY Python-2.0',\n",
       "  'INCOMPATIBILITY zlib-acknowledgement',\n",
       "  'INCOMPATIBILITY XFree86-1.1',\n",
       "  'PATENT HINTS Yes',\n",
       "  'COPYLEFT CLAUSE Yes'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST NOT Modify License notices',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer',\n",
       "  'YOU MUST Provide License text GPL-3.0-only AND LGPL-3.0-only',\n",
       "  'IF Non-permissive Additional terms',\n",
       "  'EITHER',\n",
       "  'YOU MUST Include Additional terms In Source code',\n",
       "  'OR',\n",
       "  'YOU MUST Reference Additional terms In Source code',\n",
       "  'YOU MUST Provide Additional terms',\n",
       "  'USE CASE Combined work With AGPL-3.0-only OR AGPL-3.0-or-later',\n",
       "  'YOU MUST Fulfill License obligations Of AGPL-3.0-only OR AGPL-3.0-or-later',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'YOU MUST Provide Legal notices',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license LGPL-3.0-only',\n",
       "  'IF Interactive AND Displaying Appropriate legal notices',\n",
       "  'YOU MUST Display Appropriate legal notices',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'IF Software modification Uses Linked work',\n",
       "  'EITHER',\n",
       "  'YOU MUST Ensure Functionality Without Linked work',\n",
       "  'OR',\n",
       "  'YOU MUST Use GPL-3.0-only',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'EXCEPT IF NOT Permitted By Additional terms',\n",
       "  'YOU MUST NOT Litigate Circumvention',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST NOT Modify License notices',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer',\n",
       "  'YOU MUST Provide License text GPL-3.0-only AND LGPL-3.0-only',\n",
       "  'IF Non-permissive Additional terms',\n",
       "  'EITHER',\n",
       "  'YOU MUST Include Additional terms In Source code',\n",
       "  'OR',\n",
       "  'YOU MUST Reference Additional terms In Source code',\n",
       "  'YOU MUST Provide Additional terms',\n",
       "  'USE CASE Combined work With AGPL-3.0-only OR AGPL-3.0-or-later',\n",
       "  'YOU MUST Fulfill License obligations Of AGPL-3.0-only OR AGPL-3.0-or-later',\n",
       "  'EITHER IF Binary delivery On Customary medium OR Installed',\n",
       "  'EITHER',\n",
       "  'YOU MUST Provide Source code',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'OR',\n",
       "  'YOU MUST Provide Written offer',\n",
       "  'ATTRIBUTE Duration At least 3 years',\n",
       "  'ATTRIBUTE Duration As long as product is supported',\n",
       "  'ATTRIBUTE Delayed source code delivery',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'EITHER',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'ATTRIBUTE No profit',\n",
       "  'OR',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'OR IF Binary delivery Via Internet',\n",
       "  'YOU MUST Provide Source code',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE Duration As long as needed',\n",
       "  'EITHER IF Source code On same server',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'ATTRIBUTE Equivalent',\n",
       "  'OR IF Source code On other server',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'ATTRIBUTE Equivalent',\n",
       "  'YOU MUST Reference Source code',\n",
       "  'OR IF Binary delivery Via peer-to-peer transmission',\n",
       "  'YOU MUST Reference Source code',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE Duration As long as needed',\n",
       "  'IF User product',\n",
       "  'YOU MUST Provide Installation information',\n",
       "  'ATTRIBUTE Included in Source code delivery Of the Library',\n",
       "  'EXCEPT IF Installation Is NOT Feasible',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'YOU MUST Provide Legal notices',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license LGPL-3.0-only',\n",
       "  'IF Interactive AND Displaying Appropriate legal notices',\n",
       "  'YOU MUST Display Appropriate legal notices',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'IF Software modification Uses Linked work',\n",
       "  'EITHER',\n",
       "  'YOU MUST Ensure Functionality Without Linked work',\n",
       "  'OR',\n",
       "  'YOU MUST Use GPL-3.0-only',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'EXCEPT IF NOT Permitted By Additional terms',\n",
       "  'USE CASE Combined work delivery',\n",
       "  'YOU MUST NOT Impede Modification Of the Library',\n",
       "  'YOU MUST NOT Impede Reverse engineering',\n",
       "  'ATTRIBUTE For Debugging Of Modification',\n",
       "  'YOU MUST Provide License notices',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST Provide License text GPL-3.0-only AND LGPL-3.0-only',\n",
       "  'IF Displaying Copyright notices',\n",
       "  'YOU MUST Display Copyright notices Of the Library',\n",
       "  'YOU MUST Reference License text GPL-3.0-only AND LGPL-3.0-only',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer',\n",
       "  'EITHER',\n",
       "  'YOU MUST Provide Linkable work',\n",
       "  'YOU MUST Permit Relinking',\n",
       "  'YOU MUST Provide Source code Of the Library',\n",
       "  'EITHER IF Source code delivery',\n",
       "  'OR IF Binary delivery On Customary medium OR Installed',\n",
       "  'EITHER',\n",
       "  'YOU MUST Provide Source code Of the Library',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'OR',\n",
       "  'YOU MUST Provide Written offer',\n",
       "  'ATTRIBUTE Duration At least 3 years',\n",
       "  'ATTRIBUTE Duration As long as product is supported',\n",
       "  'ATTRIBUTE Delayed source code delivery Of the Library',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'EITHER',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'ATTRIBUTE No profit',\n",
       "  'OR',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'OR IF Binary delivery Via Internet',\n",
       "  'YOU MUST Provide Source code Of the Library',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE Duration As long as needed',\n",
       "  'EITHER IF Source code On same server',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'ATTRIBUTE Equivalent',\n",
       "  'OR IF Source code On other server',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'ATTRIBUTE Equivalent',\n",
       "  'YOU MUST Reference Source code',\n",
       "  'OR IF Binary delivery Via peer-to-peer transmission',\n",
       "  'YOU MUST Reference Source code Of the Library',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE Duration As long as needed',\n",
       "  'IF User product',\n",
       "  'YOU MUST Provide Installation information',\n",
       "  'ATTRIBUTE Included in Source code delivery Of the Library',\n",
       "  'EXCEPT IF Installation Is NOT Feasible',\n",
       "  'OR',\n",
       "  'YOU MUST Use Shared library',\n",
       "  'IF User product',\n",
       "  'YOU MUST Provide Installation information',\n",
       "  'EXCEPT IF Installation Is NOT Feasible',\n",
       "  'EITHER IF Source code delivery',\n",
       "  'OR IF Binary delivery On Customary medium OR Installed',\n",
       "  'EITHER',\n",
       "  'YOU MUST Provide Installation information',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'OR',\n",
       "  'YOU MUST Provide Written offer For Installation information',\n",
       "  'ATTRIBUTE Duration At least 3 years',\n",
       "  'ATTRIBUTE Duration As long as product is supported',\n",
       "  'ATTRIBUTE Installation information',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'EITHER',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'ATTRIBUTE No profit',\n",
       "  'OR',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'OR IF Binary delivery Via Internet',\n",
       "  'YOU MUST Provide Installation information',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE Duration As long as needed',\n",
       "  'EITHER IF Installation information On same server',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'ATTRIBUTE Equivalent',\n",
       "  'OR IF Installation information On other server',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'ATTRIBUTE Equivalent',\n",
       "  'YOU MUST Reference Installation information',\n",
       "  'OR IF Binary delivery Via peer-to-peer transmission',\n",
       "  'YOU MUST Reference Installation information',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE Duration As long as needed',\n",
       "  'IF Combined library',\n",
       "  'YOU MUST Provide Library',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'ATTRIBUTE Uncombined',\n",
       "  'YOU MUST Provide License notices',\n",
       "  'YOU MUST Reference Library',\n",
       "  'ATTRIBUTE Uncombined',\n",
       "  'USE CASE Header files Included in Linked work',\n",
       "  'IF Substantial work',\n",
       "  'YOU MUST Notify Library',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST Provide License announcement',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST Provide License text GPL-3.0-only AND LGPL-3.0-only',\n",
       "  'COMPATIBILITY Apache-2.0',\n",
       "  'COMPATIBILITY BSD-2-Clause',\n",
       "  'COMPATIBILITY BSD-3-Clause',\n",
       "  'COMPATIBILITY BSL-1.0',\n",
       "  'COMPATIBILITY bzip2-1.0.5',\n",
       "  'COMPATIBILITY bzip2-1.0.6',\n",
       "  'COMPATIBILITY CC0-1.0',\n",
       "  'COMPATIBILITY curl',\n",
       "  'COMPATIBILITY EFL-2.0',\n",
       "  'COMPATIBILITY IBM-pibs',\n",
       "  'COMPATIBILITY ICU',\n",
       "  'COMPATIBILITY ISC',\n",
       "  'COMPATIBILITY Libpng',\n",
       "  'COMPATIBILITY MIT',\n",
       "  'COMPATIBILITY MPL-2.0',\n",
       "  'COMPATIBILITY NTP',\n",
       "  'COMPATIBILITY UPL-1.0',\n",
       "  'COMPATIBILITY WTFPL',\n",
       "  'COMPATIBILITY X11',\n",
       "  'COMPATIBILITY Zlib',\n",
       "  'COMPATIBILITY ZPL-2.0',\n",
       "  'DEPENDING COMPATIBILITY EPL-2.0',\n",
       "  'INCOMPATIBILITY Apache-1.0',\n",
       "  'INCOMPATIBILITY Apache-1.1',\n",
       "  'INCOMPATIBILITY Artistic-2.0',\n",
       "  'INCOMPATIBILITY BSD-4-Clause',\n",
       "  'INCOMPATIBILITY BSD-4-Clause-UC',\n",
       "  'INCOMPATIBILITY FTL',\n",
       "  'INCOMPATIBILITY IJG',\n",
       "  'INCOMPATIBILITY OpenSSL',\n",
       "  'INCOMPATIBILITY Python-2.0',\n",
       "  'INCOMPATIBILITY zlib-acknowledgement',\n",
       "  'INCOMPATIBILITY XFree86-1.1',\n",
       "  'PATENT HINTS Yes',\n",
       "  'COPYLEFT CLAUSE Yes'],\n",
       " ['USE CASE Source code delivery OR Binary delivery'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Forward OR Provide License text',\n",
       "  'YOU MUST NOT Modify Copyright notices',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'IF Commercial distribution',\n",
       "  'YOU MUST Indemnify Other contributors',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST NOT Modify Copyright notices',\n",
       "  'EITHER',\n",
       "  'YOU MUST Provide Source code',\n",
       "  'OR',\n",
       "  'YOU MUST Provide Delayed source code delivery',\n",
       "  'ATTRIBUTE Inform Recipient',\n",
       "  'EITHER',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'OR',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE Reasonable',\n",
       "  'USE CASE License change',\n",
       "  'YOU MUST Use Identical License obligations',\n",
       "  'YOU MUST Use Warranty disclaimer On behalf of Other contributors',\n",
       "  'ATTRIBUTE Effective',\n",
       "  'YOU MUST Use Liability disclaimer On behalf of Other contributors',\n",
       "  'ATTRIBUTE Effective',\n",
       "  'IF Service offerings',\n",
       "  'ATTRIBUTE NOT Transferable',\n",
       "  'IF Commercial distribution',\n",
       "  'YOU MUST Indemnify Other contributors',\n",
       "  'COMPATIBILITY BSD-2-Clause',\n",
       "  'COMPATIBILITY BSD-2-Clause-Patent',\n",
       "  'COMPATIBILITY BSD-3-Clause',\n",
       "  'COMPATIBILITY BSL-1.0',\n",
       "  'COMPATIBILITY bzip2-1.0.5',\n",
       "  'COMPATIBILITY bzip2-1.0.6',\n",
       "  'COMPATIBILITY CC0-1.0',\n",
       "  'COMPATIBILITY EFL-2.0',\n",
       "  'COMPATIBILITY EPL-1.0',\n",
       "  'COMPATIBILITY curl',\n",
       "  'COMPATIBILITY IBM-pibs',\n",
       "  'COMPATIBILITY ICU',\n",
       "  'COMPATIBILITY IPL-1.0',\n",
       "  'COMPATIBILITY ISC',\n",
       "  'COMPATIBILITY Libpng',\n",
       "  'COMPATIBILITY MIT',\n",
       "  'COMPATIBILITY NTP',\n",
       "  'COMPATIBILITY UPL-1.0',\n",
       "  'COMPATIBILITY WTFPL',\n",
       "  'COMPATIBILITY X11',\n",
       "  'COMPATIBILITY Zlib',\n",
       "  'COMPATIBILITY ZPL-2.0',\n",
       "  'PATENT HINTS Yes',\n",
       "  'COPYLEFT CLAUSE Yes'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Forward License text',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward Patent notices',\n",
       "  'YOU MUST Forward Trademark notices',\n",
       "  'YOU MUST Forward Attribution notices',\n",
       "  'IF Work Includes File \"NOTICE\"',\n",
       "  'YOU MUST Delete Irrelevant parts',\n",
       "  'EITHER',\n",
       "  'YOU MUST Forward File \"NOTICE\"',\n",
       "  'OR',\n",
       "  'YOU MUST Forward File \"NOTICE\" In Source code',\n",
       "  'OR',\n",
       "  'YOU MUST Forward File \"NOTICE\" In Documentation',\n",
       "  'OR',\n",
       "  'YOU MUST Display File \"NOTICE\"',\n",
       "  'IF Service offerings',\n",
       "  'YOU MUST Indemnify Other contributors',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Provide License text',\n",
       "  'IF Software modification',\n",
       "  'IF Work Includes File \"NOTICE\"',\n",
       "  'YOU MUST Delete Irrelevant parts',\n",
       "  'EITHER',\n",
       "  'YOU MUST Forward File \"NOTICE\"',\n",
       "  'OR',\n",
       "  'YOU MUST Forward File \"NOTICE\" In Source code',\n",
       "  'OR',\n",
       "  'YOU MUST Forward File \"NOTICE\" In Documentation',\n",
       "  'OR',\n",
       "  'YOU MUST Display File \"NOTICE\"',\n",
       "  'IF Service offerings',\n",
       "  'YOU MUST Indemnify Other contributors',\n",
       "  'PATENT HINTS Yes'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward License text',\n",
       "  'YOU MUST Forward Warranty disclaimer',\n",
       "  'YOU MUST NOT Misrepresent Authorship',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Mark Modified work',\n",
       "  'YOU MUST NOT Misrepresent Modified work',\n",
       "  'YOU MUST NOT Promote',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST NOT Misrepresent Authorship',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST NOT Promote',\n",
       "  'PATENT HINTS Yes'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward License text',\n",
       "  'YOU MUST Forward Warranty disclaimer',\n",
       "  'USE CASE Binary delivery'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST Provide Warranty disclaimer',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST NOT Modify License notices',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer',\n",
       "  'YOU MUST Forward License text',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Ensure Modified work Is Library',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'IF Software modification Uses Linked work',\n",
       "  'YOU MUST Ensure Functionality Without Linked work',\n",
       "  'YOU MUST Provide Tool chain information',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'USE CASE Binary delivery',\n",
       "  'IF NOT Linked work',\n",
       "  'YOU MUST Provide Source code',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'IF Binary delivery Via Internet',\n",
       "  'ATTRIBUTE Source code delivery Via Internet',\n",
       "  'ATTRIBUTE On same server',\n",
       "  'ATTRIBUTE Equivalent',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST Provide Warranty disclaimer',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST NOT Modify License notices',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer',\n",
       "  'YOU MUST Forward License text',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Ensure Modified work Is Library',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'IF Software modification Uses Linked work',\n",
       "  'YOU MUST Ensure Functionality Without Linked work',\n",
       "  'YOU MUST Provide Tool chain information',\n",
       "  'IF Combined work',\n",
       "  'YOU MUST Permit Modification of Linked work',\n",
       "  'ATTRIBUTE For own use',\n",
       "  'YOU MUST Permit Reverse engineering of Linked work',\n",
       "  'ATTRIBUTE For Debugging Of Modification',\n",
       "  'ATTRIBUTE For own use',\n",
       "  'YOU MUST Notify Library',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST Provide License announcement',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST Provide License text',\n",
       "  'EITHER',\n",
       "  'YOU MUST Provide Linkable work',\n",
       "  'OR',\n",
       "  'YOU MUST Use Shared library',\n",
       "  'IF Interactive AND Displaying Copyright notices',\n",
       "  'YOU MUST Display Copyright notices',\n",
       "  'YOU MUST Reference License text',\n",
       "  'EITHER',\n",
       "  'YOU MUST Provide Source code',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'IF Binary delivery Via Internet',\n",
       "  'ATTRIBUTE Source code delivery Via Internet',\n",
       "  'ATTRIBUTE On same server',\n",
       "  'ATTRIBUTE Equivalent',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST Provide Warranty disclaimer',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST NOT Modify License notices',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer',\n",
       "  'YOU MUST Provide License text',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Ensure Modified work Is Library',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'IF Software modification Uses Linked work',\n",
       "  'YOU MUST Ensure Functionality Without Linked work',\n",
       "  'YOU MUST Provide Tool chain information',\n",
       "  'OR',\n",
       "  'YOU MUST NOT Provide Library',\n",
       "  'YOU MUST Ensure Interoperability',\n",
       "  'OR',\n",
       "  'YOU MUST Provide Delayed source code delivery',\n",
       "  'YOU MUST Provide Written offer',\n",
       "  'ATTRIBUTE Duration 3 years',\n",
       "  'ATTRIBUTE No profit',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Ensure Modified work Is Library',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'IF Software modification Uses Linked work',\n",
       "  'YOU MUST Ensure Functionality Without Linked work',\n",
       "  'YOU MUST Provide Tool chain information',\n",
       "  'OR',\n",
       "  'YOU MUST Ensure Source code delivery',\n",
       "  'IF Combined library',\n",
       "  'YOU MUST Permit Binary delivery of Library',\n",
       "  'YOU MUST Provide Library',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'YOU MUST Provide License notices',\n",
       "  'YOU MUST Reference Library',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'USE CASE Header files Included in Linked work',\n",
       "  'IF Substantial work',\n",
       "  'ATTRIBUTE More than 10 lines of code',\n",
       "  'YOU MUST Use GPL-2.0-or-later For Library AND Linked work',\n",
       "  'YOU MUST Provide Source code Of Library AND Linked work',\n",
       "  'COMPATIBILITY Artistic-2.0',\n",
       "  'COMPATIBILITY BSD-2-Clause',\n",
       "  'COMPATIBILITY BSD-2-Clause-Patent',\n",
       "  'COMPATIBILITY BSD-3-Clause',\n",
       "  'COMPATIBILITY BSL-1.0',\n",
       "  'COMPATIBILITY bzip2-1.0.5',\n",
       "  'COMPATIBILITY bzip2-1.0.6',\n",
       "  'COMPATIBILITY CC0-1.0',\n",
       "  'COMPATIBILITY curl',\n",
       "  'COMPATIBILITY EFL-2.0',\n",
       "  'COMPATIBILITY GPL-2.0-only',\n",
       "  'COMPATIBILITY GPL-2.0-or-later',\n",
       "  'COMPATIBILITY IBM-pibs',\n",
       "  'COMPATIBILITY ICU',\n",
       "  'COMPATIBILITY ISC',\n",
       "  'COMPATIBILITY LGPL-2.1-or-later',\n",
       "  'COMPATIBILITY Libpng',\n",
       "  'COMPATIBILITY MIT',\n",
       "  'COMPATIBILITY MPL-2.0',\n",
       "  'COMPATIBILITY NTP',\n",
       "  'COMPATIBILITY UPL-1.0',\n",
       "  'COMPATIBILITY WTFPL',\n",
       "  'COMPATIBILITY X11',\n",
       "  'COMPATIBILITY Zlib',\n",
       "  'COMPATIBILITY ZPL-2.0',\n",
       "  'DEPENDING COMPATIBILITY EPL-2.0',\n",
       "  'INCOMPATIBILITY Apache-1.0',\n",
       "  'INCOMPATIBILITY Apache-1.1',\n",
       "  'INCOMPATIBILITY Apache-2.0',\n",
       "  'INCOMPATIBILITY BSD-4-Clause',\n",
       "  'INCOMPATIBILITY BSD-4-Clause-UC',\n",
       "  'INCOMPATIBILITY FTL',\n",
       "  'INCOMPATIBILITY IJG',\n",
       "  'INCOMPATIBILITY OpenSSL',\n",
       "  'INCOMPATIBILITY Python-2.0',\n",
       "  'INCOMPATIBILITY zlib-acknowledgement',\n",
       "  'INCOMPATIBILITY XFree86-1.1',\n",
       "  'PATENT HINTS Yes',\n",
       "  'COPYLEFT CLAUSE Yes'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Grant License',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward Patent notices',\n",
       "  'YOU MUST Forward Trademark notices',\n",
       "  'YOU MUST Forward License text',\n",
       "  'YOU MUST Use Original license',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Grant License',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward Patent notices',\n",
       "  'YOU MUST Forward Trademark notices',\n",
       "  'YOU MUST Use Compatible license',\n",
       "  'COMPATIBILITY BSD-2-Clause',\n",
       "  'COMPATIBILITY BSD-2-Clause-Patent',\n",
       "  'COMPATIBILITY BSD-3-Clause',\n",
       "  'COMPATIBILITY BSD-4-Clause',\n",
       "  'COMPATIBILITY BSD-4-Clause-UC',\n",
       "  'COMPATIBILITY BSL-1.0',\n",
       "  'COMPATIBILITY bzip2-1.0.5',\n",
       "  'COMPATIBILITY bzip2-1.0.6',\n",
       "  'COMPATIBILITY CC0-1.0',\n",
       "  'COMPATIBILITY curl',\n",
       "  'COMPATIBILITY EFL-2.0',\n",
       "  'COMPATIBILITY IBM-pibs',\n",
       "  'COMPATIBILITY ICU',\n",
       "  'COMPATIBILITY ISC',\n",
       "  'COMPATIBILITY Libpng',\n",
       "  'COMPATIBILITY MIT',\n",
       "  'COMPATIBILITY NTP',\n",
       "  'COMPATIBILITY UPL-1.0',\n",
       "  'COMPATIBILITY WTFPL',\n",
       "  'COMPATIBILITY X11',\n",
       "  'COMPATIBILITY Zlib',\n",
       "  'COMPATIBILITY ZPL-2.0',\n",
       "  'PATENT HINTS Yes',\n",
       "  'COPYLEFT CLAUSE Questionable'],\n",
       " ['EITHER',\n",
       "  'YOU MUST Forward License text',\n",
       "  'YOU MUST Forward Warranty disclaimer',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'OR',\n",
       "  'YOU MUST Provide License text in Documentation',\n",
       "  'YOU MUST Provide Warranty disclaimer (Warranty disclaimer) in Documentation',\n",
       "  'YOU MUST Provide Copyright notices in Documentation'],\n",
       " ['USE CASE Source code delivery OR Binary delivery',\n",
       "  'YOU MUST Forward OR Provide Copyright notices',\n",
       "  'YOU MUST Forward OR Provide License text'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward License text',\n",
       "  'YOU MUST Forward Warranty disclaimer',\n",
       "  'EITHER',\n",
       "  'YOU MUST Credit Verbatim \"This product includes software developed by The XFree86 Project, Inc (http://www.xfree86.org/) and its contributors.\" In Documentation',\n",
       "  'OR',\n",
       "  'YOU MUST Credit Verbatim \"This product includes software developed by The XFree86 Project, Inc (http://www.xfree86.org/) and its contributors.\" In Source code delivery',\n",
       "  'YOU MUST NOT Promote',\n",
       "  'USE CASE Binary delivery',\n",
       "  'EITHER',\n",
       "  'YOU MUST Credit Verbatim \"This product includes software developed by The XFree86 Project, Inc (http://www.xfree86.org/) and its contributors.\" In Documentation',\n",
       "  'OR',\n",
       "  'YOU MUST Credit Verbatim \"This product includes software developed by The XFree86 Project, Inc (http://www.xfree86.org/) and its contributors.\" In Binary delivery',\n",
       "  'YOU MUST Provide Copyright notices In Documentation OR Distribution material',\n",
       "  'YOU MUST Provide License text In Documentation OR Distribution material',\n",
       "  'YOU MUST Provide Warranty disclaimer In Documentation OR Distribution material',\n",
       "  'YOU MUST NOT Promote'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Provide Standard license notice (Exhibit A)',\n",
       "  'YOU MUST Provide License text',\n",
       "  'IF Documentation',\n",
       "  'YOU MUST Provide License text',\n",
       "  'IF Patent holder OR Trademark holder OR Third-party patents OR Third-party trademarks',\n",
       "  'YOU MUST Provide File \"LEGAL\"',\n",
       "  'ATTRIBUTE Crediting Patent holder AND Trademark holder AND Third-party patents AND Third-party trademarks',\n",
       "  'IF ATTRIBUTE Dynamic',\n",
       "  'YOU MUST Update File \"LEGAL\"',\n",
       "  'YOU MUST Disseminate Patent notice AND Trademark notice',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'YOU MUST Provide Modification report',\n",
       "  'ATTRIBUTE Documentation of Software modifications',\n",
       "  'ATTRIBUTE Modification date',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Crediting Initial developer',\n",
       "  'ATTRIBUTE Included In Source code',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'USE CASE Service offerings',\n",
       "  'YOU MUST Indemnify Other contributors',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Include Notice',\n",
       "  'YOU MUST Reference Source code',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Included in Binary delivery OR Documentation',\n",
       "  'IF Patent holder OR Trademark holder OR Third-party patents OR Third-party trademarks',\n",
       "  'YOU MUST Provide File \"LEGAL\"',\n",
       "  'ATTRIBUTE Crediting Patent holder AND Trademark holder AND Third-party patents AND Third-party trademarks',\n",
       "  'IF ATTRIBUTE Dynamic',\n",
       "  'YOU MUST Update File \"LEGAL\"',\n",
       "  'YOU MUST Disseminate Patent notice AND Trademark notice',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Include Retrieval information of Source code in Notice',\n",
       "  'YOU MUST Provide Source code',\n",
       "  'EITHER',\n",
       "  'ATTRIBUTE Same medium',\n",
       "  'OR',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE Duration 12 months',\n",
       "  'EXCEPT IF Software modification Was Updated',\n",
       "  'ATTRIBUTE Duration 6 months',\n",
       "  'YOU MUST Provide Standard license notice (Exhibit A)',\n",
       "  'YOU MUST Provide License text',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'YOU MUST Provide Modification report',\n",
       "  'ATTRIBUTE Documentation of Software modifications',\n",
       "  'ATTRIBUTE Modification date',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Crediting Initial developer',\n",
       "  'ATTRIBUTE Included In Source code',\n",
       "  'IF Binary delivery Includes Copyright notice OR Documentation Includes Copyright notice',\n",
       "  'ATTRIBUTE Included in Binary delivery OR Documentation',\n",
       "  'USE CASE License change',\n",
       "  'YOU MUST Use Compatible license',\n",
       "  'YOU MUST Indemnify Other Contributors',\n",
       "  'YOU MUST NOT Restrict Granted rights For Source code',\n",
       "  'USE CASE Service offerings',\n",
       "  'YOU MUST Indemnify Other contributors',\n",
       "  'COMPATIBILITY BSD-2-Clause',\n",
       "  'COMPATIBILITY BSD-2-Clause-Patent',\n",
       "  'COMPATIBILITY BSD-3-Clause',\n",
       "  'COMPATIBILITY BSL-1.0',\n",
       "  'COMPATIBILITY bzip2-1.0.5',\n",
       "  'COMPATIBILITY bzip2-1.0.6',\n",
       "  'COMPATIBILITY CC0-1.0',\n",
       "  'COMPATIBILITY curl',\n",
       "  'COMPATIBILITY EFL-2.0',\n",
       "  'COMPATIBILITY IBM-pibs',\n",
       "  'COMPATIBILITY ICU',\n",
       "  'COMPATIBILITY ISC',\n",
       "  'COMPATIBILITY Libpng',\n",
       "  'COMPATIBILITY MIT',\n",
       "  'COMPATIBILITY NTP',\n",
       "  'COMPATIBILITY UPL-1.0',\n",
       "  'COMPATIBILITY WTFPL',\n",
       "  'COMPATIBILITY X11',\n",
       "  'COMPATIBILITY Zlib',\n",
       "  'COMPATIBILITY ZPL-2.0',\n",
       "  'INCOMPATIBILITY Apache-2.0',\n",
       "  'PATENT HINTS Yes',\n",
       "  'COPYLEFT CLAUSE Yes'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward License text',\n",
       "  'YOU MUST Forward Warranty disclaimer',\n",
       "  'USE CASE Binary delivery'],\n",
       " ['USE CASE Source code delivery OR Binary delivery',\n",
       "  'YOU MUST Forward OR Provide Copyright notice',\n",
       "  'EITHER',\n",
       "  'YOU MUST Forward OR Provide License text',\n",
       "  'OR',\n",
       "  'YOU MUST Reference License text'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward License text',\n",
       "  'YOU MUST Forward Warranty disclaimer',\n",
       "  'YOU MUST Credit Verbatim \"This product includes software developed by the OpenSSL Project for use in the OpenSSL Toolkit. (http://www.openssl.org/)\"',\n",
       "  'IF Advertisement',\n",
       "  'YOU MUST Credit Verbatim \"This product includes software developed by the OpenSSL Project for use in the OpenSSL Toolkit. (http://www.openssl.org/)\" In Advertisement',\n",
       "  'YOU MUST Credit Verbatim \"This product includes cryptographic software written by Eric Young (eay@cryptsoft.com)\" In Advertisement',\n",
       "  'IF Including Windows code',\n",
       "  'YOU MUST Credit Verbatim \"This product includes software written by Tim Hudson (tjh@cryptsoft.com)\"',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST NOT Promote Using \"OpenSSL Toolkit\" or \"OpenSSL Project\"',\n",
       "  'YOU MUST NOT Use \"OpenSSL\" In Product name',\n",
       "  'YOU MUST NOT Modify License',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Provide Copyright notices In Documentation OR Distribution material',\n",
       "  'YOU MUST Provide License text In Documentation OR Distribution material',\n",
       "  'YOU MUST Provide Warranty disclaimer',\n",
       "  'YOU MUST Credit Verbatim \"This product includes software developed by the OpenSSL Project for use in the OpenSSL Toolkit. (http://www.openssl.org/)\"',\n",
       "  'IF Advertisement',\n",
       "  'YOU MUST Credit Verbatim \"This product includes software developed by the OpenSSL Project for use in the OpenSSL Toolkit. (http://www.openssl.org/)\" In Advertisement',\n",
       "  'YOU MUST Credit Verbatim \"This product includes cryptographic software written by Eric Young (eay@cryptsoft.com)\" In Advertisement',\n",
       "  'IF Including Windows code',\n",
       "  'YOU MUST Credit Verbatim \"This product includes software written by Tim Hudson (tjh@cryptsoft.com)\"',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST NOT Promote Using \"OpenSSL Toolkit\" or \"OpenSSL Project\"',\n",
       "  'YOU MUST NOT Use \"OpenSSL\" In Product name',\n",
       "  'YOU MUST NOT Modify License',\n",
       "  'COMPATIBILITY BSD-2-Clause',\n",
       "  'COMPATIBILITY BSD-2-Clause-Patent',\n",
       "  'COMPATIBILITY BSD-3-Clause',\n",
       "  'COMPATIBILITY BSD-4-Clause',\n",
       "  'COMPATIBILITY BSD-4-Clause-UC',\n",
       "  'COMPATIBILITY BSL-1.0',\n",
       "  'COMPATIBILITY bzip2-1.0.5',\n",
       "  'COMPATIBILITY bzip2-1.0.6',\n",
       "  'COMPATIBILITY CC0-1.0',\n",
       "  'COMPATIBILITY curl',\n",
       "  'COMPATIBILITY EFL-2.0',\n",
       "  'COMPATIBILITY IBM-pibs',\n",
       "  'COMPATIBILITY ICU',\n",
       "  'COMPATIBILITY ISC',\n",
       "  'COMPATIBILITY Libpng',\n",
       "  'COMPATIBILITY MIT',\n",
       "  'COMPATIBILITY NTP',\n",
       "  'COMPATIBILITY UPL-1.0',\n",
       "  'COMPATIBILITY WTFPL',\n",
       "  'COMPATIBILITY X11',\n",
       "  'COMPATIBILITY Zlib',\n",
       "  'COMPATIBILITY ZPL-2.0',\n",
       "  'COPYLEFT CLAUSE Questionable'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST NOT Modify Copyright notices',\n",
       "  'YOU MUST NOT Modify Patent notices',\n",
       "  'YOU MUST NOT Modify Trademark notices',\n",
       "  'YOU MUST NOT Modify License notice',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer',\n",
       "  'YOU MUST Forward License text',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'IF Service offerings',\n",
       "  'ATTRIBUTE NOT Transferable',\n",
       "  'YOU MUST Indemnify Other contributors',\n",
       "  'USE CASE Binary delivery',\n",
       "  'EITHER',\n",
       "  'YOU MUST Include Source code',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'YOU MUST NOT Modify Copyright notices',\n",
       "  'YOU MUST NOT Modify Patent notices',\n",
       "  'YOU MUST NOT Modify Trademark notices',\n",
       "  'YOU MUST NOT Modify License notice',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer',\n",
       "  'YOU MUST Forward License text',\n",
       "  'OR',\n",
       "  'YOU MUST Reference Source code',\n",
       "  'ATTRIBUTE No charges',\n",
       "  'ATTRIBUTE Duration As long as distributed',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'IF Service offerings',\n",
       "  'ATTRIBUTE NOT Transferable',\n",
       "  'YOU MUST Indemnify Other contributors',\n",
       "  'COMPATIBILITY BSD-2-Clause',\n",
       "  'COMPATIBILITY BSD-2-Clause-Patent',\n",
       "  'COMPATIBILITY BSD-3-Clause',\n",
       "  'COMPATIBILITY BSL-1.0',\n",
       "  'COMPATIBILITY bzip2-1.0.5',\n",
       "  'COMPATIBILITY bzip2-1.0.6',\n",
       "  'COMPATIBILITY CC0-1.0',\n",
       "  'COMPATIBILITY curl',\n",
       "  'COMPATIBILITY EFL-2.0',\n",
       "  'COMPATIBILITY IBM-pibs',\n",
       "  'COMPATIBILITY ICU',\n",
       "  'COMPATIBILITY ISC',\n",
       "  'COMPATIBILITY Libpng',\n",
       "  'COMPATIBILITY MIT',\n",
       "  'COMPATIBILITY NTP',\n",
       "  'COMPATIBILITY UPL-1.0',\n",
       "  'COMPATIBILITY WTFPL',\n",
       "  'COMPATIBILITY X11',\n",
       "  'COMPATIBILITY Zlib',\n",
       "  'INCOMPATIBILITY Apache-1.0',\n",
       "  'INCOMPATIBILITY Apache-1.1',\n",
       "  'INCOMPATIBILITY BSD-4-Clause',\n",
       "  'INCOMPATIBILITY BSD-4-Clause-UC',\n",
       "  'INCOMPATIBILITY FTL',\n",
       "  'INCOMPATIBILITY IJG',\n",
       "  'INCOMPATIBILITY OpenSSL',\n",
       "  'INCOMPATIBILITY Python-2.0',\n",
       "  'INCOMPATIBILITY zlib-acknowledgement',\n",
       "  'INCOMPATIBILITY XFree86-1.1',\n",
       "  'PATENT HINTS Yes',\n",
       "  'COPYLEFT CLAUSE Yes'],\n",
       " ['USE CASE Source code delivery OR Binary delivery',\n",
       "  'YOU MUST Forward OR Provide Copyright notices',\n",
       "  'YOU MUST Forward OR Provide License text',\n",
       "  'YOU MUST NOT Promote'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST NOT Modify License notices',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer',\n",
       "  'YOU MUST Forward License text',\n",
       "  'IF Non-permissive Additional terms',\n",
       "  'EITHER',\n",
       "  'YOU MUST Include Additional terms In Source code',\n",
       "  'OR',\n",
       "  'YOU MUST Reference Additional terms In Source code',\n",
       "  'YOU MUST Forward Additional terms',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'IF Interactive AND Displaying License announcement',\n",
       "  'YOU MUST Display Appropriate legal notices',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'EXCEPT IF NOT Permitted By Additional terms',\n",
       "  'YOU MUST NOT Litigate Circumvention',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST NOT Modify License notices',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer',\n",
       "  'YOU MUST Provide License text',\n",
       "  'IF Non-permissive Additional terms',\n",
       "  'EITHER',\n",
       "  'YOU MUST Include Additional terms In Source code',\n",
       "  'OR',\n",
       "  'YOU MUST Reference Additional terms In Source code',\n",
       "  'YOU MUST Provide Additional terms',\n",
       "  'YOU MUST Provide Source code',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'IF Binary delivery On Customary medium OR Installed',\n",
       "  'EITHER',\n",
       "  'YOU MUST Include Source code',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'OR',\n",
       "  'YOU MUST Provide Delayed source code delivery',\n",
       "  'YOU MUST Provide Written offer',\n",
       "  'ATTRIBUTE Duration At least 3 years',\n",
       "  'ATTRIBUTE Duration As long as product is supported',\n",
       "  'ATTRIBUTE Source code delivery',\n",
       "  'EITHER',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'ATTRIBUTE No profit',\n",
       "  'OR',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'IF Binary delivery Via Internet',\n",
       "  'YOU MUST Provide Source code',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE Duration As long as needed',\n",
       "  'IF Source code On same server',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'IF Source code On other server',\n",
       "  'ATTRIBUTE Equivalent',\n",
       "  'YOU MUST Reference Source code',\n",
       "  'IF Binary delivery Via peer-to-peer transmission',\n",
       "  'YOU MUST Reference Source code',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'IF Interactive AND Displaying License announcement',\n",
       "  'YOU MUST Display Appropriate legal notices',\n",
       "  'IF User product',\n",
       "  'YOU MUST Provide Installation information',\n",
       "  'EXCEPT IF Installation Is NOT Feasible',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'EXCEPT IF NOT Permitted By Additional terms',\n",
       "  'YOU MUST NOT Litigate Circumvention',\n",
       "  'USE CASE Network service',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Provide Source code',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE No charges',\n",
       "  'ATTRIBUTE Customary method',\n",
       "  'COMPATIBILITY Apache-2.0',\n",
       "  'COMPATIBILITY Artistic-2.0',\n",
       "  'COMPATIBILITY BSD-2-Clause',\n",
       "  'COMPATIBILITY BSD-2-Clause-Patent',\n",
       "  'COMPATIBILITY BSD-3-Clause',\n",
       "  'COMPATIBILITY BSL-1.0',\n",
       "  'COMPATIBILITY bzip2-1.0.5',\n",
       "  'COMPATIBILITY bzip2-1.0.6',\n",
       "  'COMPATIBILITY CC0-1.0',\n",
       "  'COMPATIBILITY curl',\n",
       "  'COMPATIBILITY EFL-2.0',\n",
       "  'COMPATIBILITY GPL-3.0-only',\n",
       "  'COMPATIBILITY GPL-3.0-or-later',\n",
       "  'COMPATIBILITY IBM-pibs',\n",
       "  'COMPATIBILITY ICU',\n",
       "  'COMPATIBILITY ISC',\n",
       "  'COMPATIBILITY LGPL-3.0-only',\n",
       "  'COMPATIBILITY LGPL-3.0-or-later',\n",
       "  'COMPATIBILITY Libpng',\n",
       "  'COMPATIBILITY MIT',\n",
       "  'COMPATIBILITY MPL-2.0',\n",
       "  'COMPATIBILITY NTP',\n",
       "  'COMPATIBILITY UPL-1.0',\n",
       "  'COMPATIBILITY WTFPL',\n",
       "  'COMPATIBILITY X11',\n",
       "  'COMPATIBILITY Zlib',\n",
       "  'COMPATIBILITY ZPL-2.0',\n",
       "  'INCOMPATIBILITY Apache-1.0',\n",
       "  'INCOMPATIBILITY Apache-1.1',\n",
       "  'INCOMPATIBILITY BSD-4-Clause',\n",
       "  'INCOMPATIBILITY BSD-4-Clause-UC',\n",
       "  'INCOMPATIBILITY FTL',\n",
       "  'INCOMPATIBILITY IJG',\n",
       "  'INCOMPATIBILITY OpenSSL',\n",
       "  'INCOMPATIBILITY Python-2.0',\n",
       "  'INCOMPATIBILITY zlib-acknowledgement',\n",
       "  'INCOMPATIBILITY XFree86-1.1',\n",
       "  'PATENT HINTS Yes',\n",
       "  'COPYLEFT CLAUSE Yes'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST Provide Warranty disclaimer (Warranty disclaimer)',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST NOT Modify License notices',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer (Warranty disclaimer)',\n",
       "  'YOU MUST Provide License text',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'IF Interactive AND Displaying License announcement',\n",
       "  'YOU MUST Display License announcement',\n",
       "  'YOU MUST Display Copyright notice',\n",
       "  'YOU MUST Display Warranty disclaimer',\n",
       "  'YOU MUST Reference License text',\n",
       "  'IF Combined work',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'IF Interactive AND Displaying License announcement',\n",
       "  'YOU MUST Display License announcement',\n",
       "  'YOU MUST Display Copyright notice',\n",
       "  'YOU MUST Display Warranty disclaimer',\n",
       "  'YOU MUST Reference License text',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST Provide Warranty disclaimer (Warranty disclaimer)',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST NOT Modify License notices',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer (Warranty disclaimer)',\n",
       "  'YOU MUST Provide License text',\n",
       "  'EITHER',\n",
       "  'YOU MUST Provide Source code',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'IF Binary delivery Via Internet',\n",
       "  'ATTRIBUTE Source code delivery Via Internet',\n",
       "  'ATTRIBUTE On same server',\n",
       "  'ATTRIBUTE Equivalent',\n",
       "  'OR',\n",
       "  'YOU MUST Provide Written offer (Written offer)',\n",
       "  'ATTRIBUTE Duration 3 years',\n",
       "  'ATTRIBUTE To Any third party',\n",
       "  'ATTRIBUTE No profit',\n",
       "  'ATTRIBUTE Delayed source code delivery',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'IF Interactive AND Displaying License announcement',\n",
       "  'YOU MUST Display License announcement (Interactive announcement)',\n",
       "  'YOU MUST Display Copyright notice',\n",
       "  'YOU MUST Display Warranty disclaimer (Warranty disclaimer)',\n",
       "  'YOU MUST Reference License text',\n",
       "  'IF Combined work',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'IF Interactive AND Displaying License announcement',\n",
       "  'YOU MUST Display License announcement',\n",
       "  'YOU MUST Display Copyright notice',\n",
       "  'YOU MUST Display Warranty disclaimer',\n",
       "  'YOU MUST Reference License text',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'COMPATIBILITY Artistic-2.0',\n",
       "  'COMPATIBILITY BSD-2-Clause',\n",
       "  'COMPATIBILITY BSD-2-Clause-Patent',\n",
       "  'COMPATIBILITY BSD-3-Clause',\n",
       "  'COMPATIBILITY BSL-1.0',\n",
       "  'COMPATIBILITY bzip2-1.0.5',\n",
       "  'COMPATIBILITY bzip2-1.0.6',\n",
       "  'COMPATIBILITY CC0-1.0',\n",
       "  'COMPATIBILITY curl',\n",
       "  'COMPATIBILITY EFL-2.0',\n",
       "  'COMPATIBILITY EUPL-1.1',\n",
       "  'COMPATIBILITY GPL-2.0-only WITH Classpath-exception-2.0',\n",
       "  'COMPATIBILITY GPL-2.0-or-later',\n",
       "  'COMPATIBILITY IBM-pibs',\n",
       "  'COMPATIBILITY ICU',\n",
       "  'COMPATIBILITY ISC',\n",
       "  'COMPATIBILITY LGPL-2.1-only',\n",
       "  'COMPATIBILITY LGPL-2.1-or-later',\n",
       "  'COMPATIBILITY Libpng',\n",
       "  'COMPATIBILITY MIT',\n",
       "  'COMPATIBILITY MPL-2.0',\n",
       "  'COMPATIBILITY NTP',\n",
       "  'COMPATIBILITY UPL-1.0',\n",
       "  'COMPATIBILITY WTFPL',\n",
       "  'COMPATIBILITY X11',\n",
       "  'COMPATIBILITY Zlib',\n",
       "  'COMPATIBILITY ZPL-2.0',\n",
       "  'DEPENDING COMPATIBILITY EPL-2.0',\n",
       "  'INCOMPATIBILITY Apache-1.0',\n",
       "  'INCOMPATIBILITY Apache-1.1',\n",
       "  'INCOMPATIBILITY Apache-2.0',\n",
       "  'INCOMPATIBILITY BSD-4-Clause',\n",
       "  'INCOMPATIBILITY BSD-4-Clause-UC',\n",
       "  'INCOMPATIBILITY FTL',\n",
       "  'INCOMPATIBILITY IJG',\n",
       "  'INCOMPATIBILITY OpenSSL',\n",
       "  'INCOMPATIBILITY Python-2.0',\n",
       "  'INCOMPATIBILITY zlib-acknowledgement',\n",
       "  'INCOMPATIBILITY XFree86-1.1',\n",
       "  'PATENT HINTS Yes',\n",
       "  'COPYLEFT CLAUSE Yes'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward License text',\n",
       "  'YOU MUST Forward Warranty disclaimer',\n",
       "  'IF Advertisement',\n",
       "  'YOU MUST Credit In Advertisement Verbatim \"This product includes software developed by the University of California, Berkeley and its contributors.\"',\n",
       "  'YOU MUST NOT Promote',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Provide Copyright notices In Documentation OR Distribution material',\n",
       "  'YOU MUST Provide License text In Documentation OR Distribution material',\n",
       "  'YOU MUST Provide Warranty disclaimer In Documentation OR Distribution material',\n",
       "  'IF Advertisement',\n",
       "  'YOU MUST Credit In Advertisement Verbatim \"This product includes software developed by the University of California, Berkeley and its contributors.\"',\n",
       "  'YOU MUST NOT Promote'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST Provide Warranty disclaimer',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST NOT Modify License notices',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer',\n",
       "  'YOU MUST Forward License text',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Ensure Modified work Is Library',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'IF Software modification Uses Linked work',\n",
       "  'YOU MUST Ensure Functionality Without Linked work',\n",
       "  'YOU MUST Provide Tool chain information',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'USE CASE Binary delivery',\n",
       "  'IF NOT Linked work',\n",
       "  'YOU MUST Provide Source code',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'IF Binary delivery Via Internet',\n",
       "  'ATTRIBUTE Source code delivery Via Internet',\n",
       "  'ATTRIBUTE On same server',\n",
       "  'ATTRIBUTE Equivalent',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST Provide Warranty disclaimer',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST NOT Modify License notices',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer',\n",
       "  'YOU MUST Forward License text',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Ensure Modified work Is Library',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'IF Software modification Uses Linked work',\n",
       "  'YOU MUST Ensure Functionality Without Linked work',\n",
       "  'YOU MUST Provide Tool chain information',\n",
       "  'IF Combined work',\n",
       "  'YOU MUST Permit Modification of Linked work',\n",
       "  'ATTRIBUTE For own use',\n",
       "  'YOU MUST Permit Reverse engineering of Linked work',\n",
       "  'ATTRIBUTE For Debugging Of Modification',\n",
       "  'ATTRIBUTE For own use',\n",
       "  'YOU MUST Notify Library',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST Provide License announcement',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST Provide License text',\n",
       "  'EITHER',\n",
       "  'YOU MUST Provide Linkable work',\n",
       "  'OR',\n",
       "  'YOU MUST Use Shared library',\n",
       "  'IF Interactive AND Displaying Copyright notices',\n",
       "  'YOU MUST Display Copyright notices',\n",
       "  'YOU MUST Reference License text',\n",
       "  'EITHER',\n",
       "  'YOU MUST Provide Source code',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'IF Binary delivery Via Internet',\n",
       "  'ATTRIBUTE Source code delivery Via Internet',\n",
       "  'ATTRIBUTE On same server',\n",
       "  'ATTRIBUTE Equivalent',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST Provide Warranty disclaimer',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST NOT Modify License notices',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer',\n",
       "  'YOU MUST Provide License text',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Ensure Modified work Is Library',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'IF Software modification Uses Linked work',\n",
       "  'YOU MUST Ensure Functionality Without Linked work',\n",
       "  'YOU MUST Provide Tool chain information',\n",
       "  'OR',\n",
       "  'YOU MUST NOT Provide Library',\n",
       "  'YOU MUST Ensure Interoperability',\n",
       "  'OR',\n",
       "  'YOU MUST Provide Delayed source code delivery',\n",
       "  'YOU MUST Provide Written offer',\n",
       "  'ATTRIBUTE Duration 3 years',\n",
       "  'ATTRIBUTE No profit',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Ensure Modified work Is Library',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'IF Software modification Uses Linked work',\n",
       "  'YOU MUST Ensure Functionality Without Linked work',\n",
       "  'YOU MUST Provide Tool chain information',\n",
       "  'OR',\n",
       "  'YOU MUST Ensure Source code delivery',\n",
       "  'IF Combined library',\n",
       "  'YOU MUST Permit Binary delivery of Library',\n",
       "  'YOU MUST Provide Library',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'YOU MUST Provide License notices',\n",
       "  'YOU MUST Reference Library',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'USE CASE Header files Included in Linked work',\n",
       "  'IF Substantial work',\n",
       "  'ATTRIBUTE More than 10 lines of code',\n",
       "  'YOU MUST Use GPL-2.0-or-later For Library AND Linked work',\n",
       "  'YOU MUST Provide Source code Of Library AND Linked work',\n",
       "  'COMPATIBILITY Artistic-2.0',\n",
       "  'COMPATIBILITY BSD-2-Clause',\n",
       "  'COMPATIBILITY BSD-2-Clause-Patent',\n",
       "  'COMPATIBILITY BSD-3-Clause',\n",
       "  'COMPATIBILITY BSL-1.0',\n",
       "  'COMPATIBILITY bzip2-1.0.5',\n",
       "  'COMPATIBILITY bzip2-1.0.6',\n",
       "  'COMPATIBILITY CC0-1.0',\n",
       "  'COMPATIBILITY curl',\n",
       "  'COMPATIBILITY EFL-2.0',\n",
       "  'COMPATIBILITY GPL-2.0-or-later',\n",
       "  'COMPATIBILITY IBM-pibs',\n",
       "  'COMPATIBILITY ICU',\n",
       "  'COMPATIBILITY ISC',\n",
       "  'COMPATIBILITY LGPL-3.0-or-later',\n",
       "  'COMPATIBILITY Libpng',\n",
       "  'COMPATIBILITY MIT',\n",
       "  'COMPATIBILITY MPL-2.0',\n",
       "  'COMPATIBILITY NTP',\n",
       "  'COMPATIBILITY UPL-1.0',\n",
       "  'COMPATIBILITY WTFPL',\n",
       "  'COMPATIBILITY X11',\n",
       "  'COMPATIBILITY Zlib',\n",
       "  'COMPATIBILITY ZPL-2.0',\n",
       "  'DEPENDING COMPATIBILITY EPL-2.0',\n",
       "  'INCOMPATIBILITY Apache-1.0',\n",
       "  'INCOMPATIBILITY Apache-1.1',\n",
       "  'INCOMPATIBILITY Apache-2.0',\n",
       "  'INCOMPATIBILITY BSD-4-Clause',\n",
       "  'INCOMPATIBILITY BSD-4-Clause-UC',\n",
       "  'INCOMPATIBILITY FTL',\n",
       "  'INCOMPATIBILITY IJG',\n",
       "  'INCOMPATIBILITY OpenSSL',\n",
       "  'INCOMPATIBILITY Python-2.0',\n",
       "  'INCOMPATIBILITY zlib-acknowledgement',\n",
       "  'INCOMPATIBILITY XFree86-1.1',\n",
       "  'PATENT HINTS Yes',\n",
       "  'COPYLEFT CLAUSE Yes'],\n",
       " ['USE CASE Source code delivery OR Binary delivery',\n",
       "  'YOU MUST Forward OR Provide Copyright notices',\n",
       "  'YOU MUST Forward OR Provide License text',\n",
       "  'YOU MUST Provide Copyright notices In Documentation',\n",
       "  'YOU MUST Provide License text In Documentation',\n",
       "  'YOU MUST NOT Promote'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward Warranty disclaimer',\n",
       "  'IF Software modification',\n",
       "  'EXCEPT IF Provided By Copyright holder',\n",
       "  'YOU MUST Provide Modification report',\n",
       "  'EITHER',\n",
       "  'YOU MUST Provide Source code Of Modified work',\n",
       "  'ATTRIBUTE To Copyright holder Of Original work',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'OR',\n",
       "  'YOU MUST NOT Impede Installation Of Original work',\n",
       "  'YOU MUST NOT Impede Running Original work',\n",
       "  'YOU MUST Rename Modified work',\n",
       "  'OR',\n",
       "  'EITHER',\n",
       "  'YOU MUST Use Original license',\n",
       "  'OR',\n",
       "  'YOU MUST Use Strong copyleft license',\n",
       "  'YOU MUST NOT Require License fee',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Reference Source code',\n",
       "  'IF Reference Expires',\n",
       "  'EITHER',\n",
       "  'YOU MUST Provide Reference On Request',\n",
       "  'ATTRIBUTE Within 30 days',\n",
       "  'OR',\n",
       "  'YOU MUST End Binary delivery',\n",
       "  'ATTRIBUTE Within 30 days',\n",
       "  'IF Software modification',\n",
       "  'EXCEPT IF Provided By Copyright holder',\n",
       "  'YOU MUST Provide Modification report',\n",
       "  'EITHER',\n",
       "  'YOU MUST Provide Source code Of Modified work',\n",
       "  'ATTRIBUTE To Copyright holder Of Original work',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'OR',\n",
       "  'YOU MUST NOT Impede Installation Of Original work',\n",
       "  'YOU MUST NOT Impede Running Original work',\n",
       "  'YOU MUST Rename Modified work',\n",
       "  'OR',\n",
       "  'EITHER',\n",
       "  'YOU MUST Use Original license',\n",
       "  'OR',\n",
       "  'YOU MUST Use Strong copyleft license',\n",
       "  'IF Linked work',\n",
       "  'EITHER',\n",
       "  'YOU MUST NOT Provide Interface To Work',\n",
       "  'OR',\n",
       "  'YOU MUST Provide Modification report',\n",
       "  'EITHER',\n",
       "  'YOU MUST Provide Source code Of Modified work',\n",
       "  'ATTRIBUTE To Copyright holder Of Original work',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'OR',\n",
       "  'YOU MUST NOT Impede Installation Of Original work',\n",
       "  'YOU MUST NOT Impede Running Original work',\n",
       "  'YOU MUST Rename Modified work',\n",
       "  'OR',\n",
       "  'EITHER',\n",
       "  'YOU MUST Use Original license',\n",
       "  'OR',\n",
       "  'YOU MUST Use Strong copyleft license',\n",
       "  'YOU MUST NOT Require License fee',\n",
       "  'PATENT HINTS Yes'],\n",
       " ['USE CASE Source code delivery OR Binary delivery',\n",
       "  'YOU MUST Forward OR Provide Copyright notices',\n",
       "  'YOU MUST Forward OR Provide License text',\n",
       "  'YOU MUST Forward OR Provide Warranty disclaimer'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward Attribution notice',\n",
       "  'YOU MUST Forward Warranty disclaimer',\n",
       "  'YOU MUST Forward License text',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Mark Modification',\n",
       "  'YOU MUST Rename Modified work',\n",
       "  'USE CASE Binary delivery',\n",
       "  'IF NOT Binary delivery of standard UnZipSFX binary (including SFXWiz) as part of a self-extracting archive AND NOT Delete SFX banner AND NOT Disable SFX banner',\n",
       "  'YOU MUST Provide Copyright notices In Documentation OR Distribution material',\n",
       "  'EXCEPT IF Interactive AND Reference Legal notices',\n",
       "  'YOU MUST Provide Attribution notice In Documentation OR Distribution material',\n",
       "  'EXCEPT IF Interactive AND Reference Legal notices',\n",
       "  'YOU MUST Provide Warranty disclaimer In Documentation OR Distribution material',\n",
       "  'EXCEPT IF Interactive AND Reference Legal notices',\n",
       "  'YOU MUST Provide License text In Documentation OR Distribution material',\n",
       "  'EXCEPT IF Interactive AND Reference Legal notices',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Mark Modification',\n",
       "  'YOU MUST Rename Modified work',\n",
       "  'YOU MUST NOT Use \"Info-ZIP\", \"Zip\", \"UnZip\", \"UnZipSFX\", \"WiZ\", \"Pocket UnZip\", \"Pocket Zip\", \"MacZip\"'],\n",
       " ['USE CASE Source code delivery OR Binary delivery OR Network service',\n",
       "  'YOU MUST Reference License text',\n",
       "  'YOU MUST Search License acceptance',\n",
       "  'ATTRIBUTE Reasonable',\n",
       "  'USE CASE License change',\n",
       "  'YOU MUST Use Compatible license',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward Patent notice',\n",
       "  'YOU MUST Forward Trademark notice',\n",
       "  'YOU MUST Forward License notice',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST NOT Promote',\n",
       "  'IF Modified work Under Original license',\n",
       "  'EITHER',\n",
       "  'YOU MUST Include Source code of Modified work',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'OR',\n",
       "  'YOU MUST Provide Delayed source code delivery of Modified work',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE No profit',\n",
       "  'ATTRIBUTE Duration As long as distributed',\n",
       "  'PATENT HINTS Yes'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST NOT Modify License notices',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer',\n",
       "  'YOU MUST Provide License text GPL-3.0-only AND LGPL-3.0-only',\n",
       "  'IF Non-permissive Additional terms',\n",
       "  'EITHER',\n",
       "  'YOU MUST Include Additional terms In Source code',\n",
       "  'OR',\n",
       "  'YOU MUST Reference Additional terms In Source code',\n",
       "  'YOU MUST Provide Additional terms',\n",
       "  'USE CASE Combined work With AGPL-3.0-only OR AGPL-3.0-or-later',\n",
       "  'YOU MUST Fulfill License obligations Of AGPL-3.0-only OR AGPL-3.0-or-later',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'YOU MUST Provide Legal notices',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license LGPL-3.0-only',\n",
       "  'IF Interactive AND Displaying Appropriate legal notices',\n",
       "  'YOU MUST Display Appropriate legal notices',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'IF Software modification Uses Linked work',\n",
       "  'EITHER',\n",
       "  'YOU MUST Ensure Functionality Without Linked work',\n",
       "  'OR',\n",
       "  'YOU MUST Use GPL-3.0-only',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'EXCEPT IF NOT Permitted By Additional terms',\n",
       "  'YOU MUST NOT Litigate Circumvention',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST NOT Modify License notices',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer',\n",
       "  'YOU MUST Provide License text GPL-3.0-only AND LGPL-3.0-only',\n",
       "  'IF Non-permissive Additional terms',\n",
       "  'EITHER',\n",
       "  'YOU MUST Include Additional terms In Source code',\n",
       "  'OR',\n",
       "  'YOU MUST Reference Additional terms In Source code',\n",
       "  'YOU MUST Provide Additional terms',\n",
       "  'USE CASE Combined work With AGPL-3.0-only OR AGPL-3.0-or-later',\n",
       "  'YOU MUST Fulfill License obligations Of AGPL-3.0-only OR AGPL-3.0-or-later',\n",
       "  'EITHER IF Binary delivery On Customary medium OR Installed',\n",
       "  'EITHER',\n",
       "  'YOU MUST Provide Source code',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'OR',\n",
       "  'YOU MUST Provide Written offer',\n",
       "  'ATTRIBUTE Duration At least 3 years',\n",
       "  'ATTRIBUTE Duration As long as product is supported',\n",
       "  'ATTRIBUTE Delayed source code delivery',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'EITHER',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'ATTRIBUTE No profit',\n",
       "  'OR',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'OR IF Binary delivery Via Internet',\n",
       "  'YOU MUST Provide Source code',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE Duration As long as needed',\n",
       "  'EITHER IF Source code On same server',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'ATTRIBUTE Equivalent',\n",
       "  'OR IF Source code On other server',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'ATTRIBUTE Equivalent',\n",
       "  'YOU MUST Reference Source code',\n",
       "  'OR IF Binary delivery Via peer-to-peer transmission',\n",
       "  'YOU MUST Reference Source code',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE Duration As long as needed',\n",
       "  'IF User product',\n",
       "  'YOU MUST Provide Installation information',\n",
       "  'ATTRIBUTE Included in Source code delivery Of the Library',\n",
       "  'EXCEPT IF Installation Is NOT Feasible',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'YOU MUST Provide Legal notices',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license LGPL-3.0-only',\n",
       "  'IF Interactive AND Displaying Appropriate legal notices',\n",
       "  'YOU MUST Display Appropriate legal notices',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'IF Software modification Uses Linked work',\n",
       "  'EITHER',\n",
       "  'YOU MUST Ensure Functionality Without Linked work',\n",
       "  'OR',\n",
       "  'YOU MUST Use GPL-3.0-only',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'EXCEPT IF NOT Permitted By Additional terms',\n",
       "  'USE CASE Combined work delivery',\n",
       "  'YOU MUST NOT Impede Modification Of the Library',\n",
       "  'YOU MUST NOT Impede Reverse engineering',\n",
       "  'ATTRIBUTE For Debugging Of Modification',\n",
       "  'YOU MUST Provide License notices',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST Provide License text GPL-3.0-only AND LGPL-3.0-only',\n",
       "  'IF Displaying Copyright notices',\n",
       "  'YOU MUST Display Copyright notices Of the Library',\n",
       "  'YOU MUST Reference License text GPL-3.0-only AND LGPL-3.0-only',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer',\n",
       "  'EITHER',\n",
       "  'YOU MUST Provide Linkable work',\n",
       "  'YOU MUST Permit Relinking',\n",
       "  'YOU MUST Provide Source code Of the Library',\n",
       "  'EITHER IF Source code delivery',\n",
       "  'OR IF Binary delivery On Customary medium OR Installed',\n",
       "  'EITHER',\n",
       "  'YOU MUST Provide Source code Of the Library',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'OR',\n",
       "  'YOU MUST Provide Written offer',\n",
       "  'ATTRIBUTE Duration At least 3 years',\n",
       "  'ATTRIBUTE Duration As long as product is supported',\n",
       "  'ATTRIBUTE Delayed source code delivery Of the Library',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'EITHER',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'ATTRIBUTE No profit',\n",
       "  'OR',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'OR IF Binary delivery Via Internet',\n",
       "  'YOU MUST Provide Source code Of the Library',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE Duration As long as needed',\n",
       "  'EITHER IF Source code On same server',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'ATTRIBUTE Equivalent',\n",
       "  'OR IF Source code On other server',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'ATTRIBUTE Equivalent',\n",
       "  'YOU MUST Reference Source code',\n",
       "  'OR IF Binary delivery Via peer-to-peer transmission',\n",
       "  'YOU MUST Reference Source code Of the Library',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE Duration As long as needed',\n",
       "  'IF User product',\n",
       "  'YOU MUST Provide Installation information',\n",
       "  'ATTRIBUTE Included in Source code delivery Of the Library',\n",
       "  'EXCEPT IF Installation Is NOT Feasible',\n",
       "  'OR',\n",
       "  'YOU MUST Use Shared library',\n",
       "  'IF User product',\n",
       "  'YOU MUST Provide Installation information',\n",
       "  'EXCEPT IF Installation Is NOT Feasible',\n",
       "  'EITHER IF Source code delivery',\n",
       "  'OR IF Binary delivery On Customary medium OR Installed',\n",
       "  'EITHER',\n",
       "  'YOU MUST Provide Installation information',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'OR',\n",
       "  'YOU MUST Provide Written offer For Installation information',\n",
       "  'ATTRIBUTE Duration At least 3 years',\n",
       "  'ATTRIBUTE Duration As long as product is supported',\n",
       "  'ATTRIBUTE Installation information',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'EITHER',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'ATTRIBUTE No profit',\n",
       "  'OR',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'OR IF Binary delivery Via Internet',\n",
       "  'YOU MUST Provide Installation information',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE Duration As long as needed',\n",
       "  'EITHER IF Installation information On same server',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'ATTRIBUTE Equivalent',\n",
       "  'OR IF Installation information On other server',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'ATTRIBUTE Equivalent',\n",
       "  'YOU MUST Reference Installation information',\n",
       "  'OR IF Binary delivery Via peer-to-peer transmission',\n",
       "  'YOU MUST Reference Installation information',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE Duration As long as needed',\n",
       "  'IF Combined library',\n",
       "  'YOU MUST Provide Library',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'ATTRIBUTE Uncombined',\n",
       "  'YOU MUST Provide License notices',\n",
       "  'YOU MUST Reference Library',\n",
       "  'ATTRIBUTE Uncombined',\n",
       "  'USE CASE Header files Included in Linked work',\n",
       "  'IF Substantial work',\n",
       "  'YOU MUST Notify Library',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST Provide License announcement',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST Provide License text GPL-3.0-only AND LGPL-3.0-only',\n",
       "  'COMPATIBILITY Apache-2.0',\n",
       "  'COMPATIBILITY Artistic-2.0',\n",
       "  'COMPATIBILITY BSD-2-Clause',\n",
       "  'COMPATIBILITY BSD-2-Clause-Patent',\n",
       "  'COMPATIBILITY BSD-3-Clause',\n",
       "  'COMPATIBILITY BSL-1.0',\n",
       "  'COMPATIBILITY bzip2-1.0.5',\n",
       "  'COMPATIBILITY bzip2-1.0.6',\n",
       "  'COMPATIBILITY CC0-1.0',\n",
       "  'COMPATIBILITY curl',\n",
       "  'COMPATIBILITY EFL-2.0',\n",
       "  'COMPATIBILITY IBM-pibs',\n",
       "  'COMPATIBILITY ICU',\n",
       "  'COMPATIBILITY ISC',\n",
       "  'COMPATIBILITY LGPL-3.0-or-later',\n",
       "  'COMPATIBILITY Libpng',\n",
       "  'COMPATIBILITY MIT',\n",
       "  'COMPATIBILITY MPL-2.0',\n",
       "  'COMPATIBILITY NTP',\n",
       "  'COMPATIBILITY UPL-1.0',\n",
       "  'COMPATIBILITY WTFPL',\n",
       "  'COMPATIBILITY X11',\n",
       "  'COMPATIBILITY Zlib',\n",
       "  'COMPATIBILITY ZPL-2.0',\n",
       "  'DEPENDING COMPATIBILITY EPL-2.0',\n",
       "  'INCOMPATIBILITY Apache-1.0',\n",
       "  'INCOMPATIBILITY Apache-1.1',\n",
       "  'INCOMPATIBILITY Artistic-2.0',\n",
       "  'INCOMPATIBILITY BSD-4-Clause',\n",
       "  'INCOMPATIBILITY BSD-4-Clause-UC',\n",
       "  'INCOMPATIBILITY FTL',\n",
       "  'INCOMPATIBILITY IJG',\n",
       "  'INCOMPATIBILITY OpenSSL',\n",
       "  'INCOMPATIBILITY Python-2.0',\n",
       "  'INCOMPATIBILITY zlib-acknowledgement',\n",
       "  'INCOMPATIBILITY XFree86-1.1',\n",
       "  'PATENT HINTS Yes',\n",
       "  'COPYLEFT CLAUSE Yes'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward License text',\n",
       "  'YOU MUST Forward Warranty disclaimer',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Provide Copyright notices In Documentation OR Distribution material',\n",
       "  'YOU MUST Provide License text In Documentation OR Distribution material',\n",
       "  'YOU MUST Provide Warranty disclaimer In Documentation OR Distribution material',\n",
       "  'PATENT HINTS Yes'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Provide License notice',\n",
       "  'YOU MUST Reference License text',\n",
       "  'YOU MUST NOT Modify Legal notices',\n",
       "  'IF Service offerings',\n",
       "  'ATTRIBUTE NOT Transferable',\n",
       "  'YOU MUST Indemnify Other contributors',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Inform Recipients',\n",
       "  'ATTRIBUTE Delayed source code delivery',\n",
       "  'ATTRIBUTE Reasonable',\n",
       "  'ATTRIBUTE Timely',\n",
       "  'ATTRIBUTE No profit',\n",
       "  'USE CASE License change',\n",
       "  'YOU MUST NOT Restrict Granted rights For Source code',\n",
       "  'IF Service offerings',\n",
       "  'ATTRIBUTE NOT Transferable',\n",
       "  'YOU MUST Indemnify Other contributors',\n",
       "  'COMPATIBILITY Apache-2.0',\n",
       "  'COMPATIBILITY BSD-2-Clause',\n",
       "  'COMPATIBILITY BSD-2-Clause-Patent',\n",
       "  'COMPATIBILITY BSD-3-Clause',\n",
       "  'COMPATIBILITY BSL-1.0',\n",
       "  'COMPATIBILITY bzip2-1.0.5',\n",
       "  'COMPATIBILITY bzip2-1.0.6',\n",
       "  'COMPATIBILITY CC0-1.0',\n",
       "  'COMPATIBILITY curl',\n",
       "  'COMPATIBILITY EFL-2.0',\n",
       "  'COMPATIBILITY IBM-pibs',\n",
       "  'COMPATIBILITY ICU',\n",
       "  'COMPATIBILITY ISC',\n",
       "  'COMPATIBILITY Libpng',\n",
       "  'COMPATIBILITY MIT',\n",
       "  'COMPATIBILITY NTP',\n",
       "  'COMPATIBILITY UPL-1.0',\n",
       "  'COMPATIBILITY WTFPL',\n",
       "  'COMPATIBILITY X11',\n",
       "  'COMPATIBILITY Zlib',\n",
       "  'COMPATIBILITY ZPL-2.0',\n",
       "  'COPYLEFT CLAUSE Yes',\n",
       "  'PATENT HINTS Yes'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward License text',\n",
       "  'YOU MUST Forward Warranty disclaimer',\n",
       "  'YOU MUST NOT Promote',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Provide Copyright notices In Documentation OR Distribution material',\n",
       "  'YOU MUST Provide License text In Documentation OR Distribution material',\n",
       "  'YOU MUST Provide Warranty disclaimer In Documentation OR Distribution material',\n",
       "  'YOU MUST NOT Promote'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward License text',\n",
       "  'YOU MUST Forward Warranty disclaimer',\n",
       "  'YOU MUST NOT Promote',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST NOT Promote'],\n",
       " ['USE CASE Source code delivery OR Binary delivery',\n",
       "  'YOU MUST Forward License text',\n",
       "  'ATTRIBUTE Including Copyright notice'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST Provide Warranty disclaimer (Warranty disclaimer)',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST NOT Modify License notices',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer (Warranty disclaimer)',\n",
       "  'YOU MUST Provide License text',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'IF Interactive AND Displaying License announcement',\n",
       "  'YOU MUST Display License announcement',\n",
       "  'YOU MUST Display Copyright notice',\n",
       "  'YOU MUST Display Warranty disclaimer',\n",
       "  'YOU MUST Reference License text',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST Provide Warranty disclaimer (Warranty disclaimer)',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST NOT Modify License notices',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer (Warranty disclaimer)',\n",
       "  'YOU MUST Provide License text',\n",
       "  'EITHER',\n",
       "  'YOU MUST Provide Source code',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'IF Binary delivery Via Internet',\n",
       "  'ATTRIBUTE Source code delivery Via Internet',\n",
       "  'ATTRIBUTE On same server',\n",
       "  'ATTRIBUTE Equivalent',\n",
       "  'OR',\n",
       "  'YOU MUST Provide Written offer (Written offer)',\n",
       "  'ATTRIBUTE Duration 3 years',\n",
       "  'ATTRIBUTE To Any third party',\n",
       "  'ATTRIBUTE No profit',\n",
       "  'ATTRIBUTE Delayed source code delivery',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'IF Interactive AND Displaying License announcement',\n",
       "  'YOU MUST Display License announcement (Interactive announcement)',\n",
       "  'YOU MUST Display Copyright notice',\n",
       "  'YOU MUST Display Warranty disclaimer (Warranty disclaimer)',\n",
       "  'YOU MUST Reference License text',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'COMPATIBILITY Artistic-2.0',\n",
       "  'COMPATIBILITY BSD-2-Clause',\n",
       "  'COMPATIBILITY BSD-2-Clause-Patent',\n",
       "  'COMPATIBILITY BSD-3-Clause',\n",
       "  'COMPATIBILITY BSL-1.0',\n",
       "  'COMPATIBILITY bzip2-1.0.5',\n",
       "  'COMPATIBILITY bzip2-1.0.6',\n",
       "  'COMPATIBILITY CC0-1.0',\n",
       "  'COMPATIBILITY curl',\n",
       "  'COMPATIBILITY EFL-2.0',\n",
       "  'COMPATIBILITY EUPL-1.1',\n",
       "  'COMPATIBILITY GPL-2.0-only WITH Classpath-exception-2.0',\n",
       "  'COMPATIBILITY GPL-2.0-or-later',\n",
       "  'COMPATIBILITY IBM-pibs',\n",
       "  'COMPATIBILITY ICU',\n",
       "  'COMPATIBILITY ISC',\n",
       "  'COMPATIBILITY LGPL-2.1-only',\n",
       "  'COMPATIBILITY LGPL-2.1-or-later',\n",
       "  'COMPATIBILITY Libpng',\n",
       "  'COMPATIBILITY MIT',\n",
       "  'COMPATIBILITY MPL-2.0',\n",
       "  'COMPATIBILITY NTP',\n",
       "  'COMPATIBILITY UPL-1.0',\n",
       "  'COMPATIBILITY WTFPL',\n",
       "  'COMPATIBILITY X11',\n",
       "  'COMPATIBILITY Zlib',\n",
       "  'COMPATIBILITY ZPL-2.0',\n",
       "  'DEPENDING COMPATIBILITY EPL-2.0',\n",
       "  'INCOMPATIBILITY Apache-1.0',\n",
       "  'INCOMPATIBILITY Apache-1.1',\n",
       "  'INCOMPATIBILITY Apache-2.0',\n",
       "  'INCOMPATIBILITY BSD-4-Clause',\n",
       "  'INCOMPATIBILITY BSD-4-Clause-UC',\n",
       "  'INCOMPATIBILITY FTL',\n",
       "  'INCOMPATIBILITY IJG',\n",
       "  'INCOMPATIBILITY OpenSSL',\n",
       "  'INCOMPATIBILITY Python-2.0',\n",
       "  'INCOMPATIBILITY zlib-acknowledgement',\n",
       "  'INCOMPATIBILITY XFree86-1.1',\n",
       "  'PATENT HINTS Yes',\n",
       "  'COPYLEFT CLAUSE Yes'],\n",
       " ['USE CASE Source code delivery OR Binary delivery',\n",
       "  'YOU MUST Forward OR Provide Copyright notices',\n",
       "  'YOU MUST Provide Copyright notices In Documentation',\n",
       "  'YOU MUST Provide License text In Documentation',\n",
       "  'YOU MUST NOT Promote'],\n",
       " ['USE CASE Source code delivery OR Binary delivery',\n",
       "  'YOU MUST Forward OR Provide Copyright notices',\n",
       "  'YOU MUST Forward OR Provide License text',\n",
       "  'YOU MUST Provide Copyright notices In Documentation',\n",
       "  'YOU MUST Provide License text In Documentation',\n",
       "  'YOU MUST NOT Promote'],\n",
       " ['USE CASE Source code delivery OR Binary delivery',\n",
       "  'YOU MUST Reference License text',\n",
       "  'YOU MUST Search License acceptance',\n",
       "  'ATTRIBUTE Reasonable',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward Patent notice',\n",
       "  'YOU MUST Forward Trademark notice',\n",
       "  'YOU MUST Forward License notice',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST NOT Promote',\n",
       "  'IF Modified work Under Original license',\n",
       "  'EITHER',\n",
       "  'YOU MUST Include Source code Of Modified work',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'OR',\n",
       "  'YOU MUST Provide Delayed source code delivery Of Modified work',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE No profit',\n",
       "  'ATTRIBUTE Duration As long as distributed',\n",
       "  'YOU MUST Reference Source code',\n",
       "  'ATTRIBUTE Below Copyright notice',\n",
       "  'PATENT HINTS Yes'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Forward License text',\n",
       "  'YOU MUST NOT Misrepresent Authorship',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST NOT Misrepresent Modified work',\n",
       "  'IF Use in Product',\n",
       "  'YOU MUST Credit Verbatim \"Portions Copyright (c) 2002-2007 Charlie Poole or Copyright (c) 2002-2004 James W. Newkirk, Michael C. Two, Alexei A. Vorontsov or Copyright (c) 2000-2002 Philip A. Craig\"',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST NOT Misrepresent Authorship',\n",
       "  'IF Use in Product',\n",
       "  'YOU MUST Credit Verbatim \"Portions Copyright (c) 2002-2007 Charlie Poole or Copyright (c) 2002-2004 James W. Newkirk, Michael C. Two, Alexei A. Vorontsov or Copyright (c) 2000-2002 Philip A. Craig\"'],\n",
       " ['USE CASE Source code delivery OR Binary delivery'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST NOT Modify Copyright notices',\n",
       "  'YOU MUST NOT Modify Patent notices',\n",
       "  'YOU MUST NOT Modify Trademark notices',\n",
       "  'YOU MUST NOT Modify License notice',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer',\n",
       "  'YOU MUST Forward License text',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'IF Service offerings',\n",
       "  'ATTRIBUTE NOT Transferable',\n",
       "  'YOU MUST Indemnify Other contributors',\n",
       "  'USE CASE Binary delivery',\n",
       "  'EITHER',\n",
       "  'YOU MUST Include Source code',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'YOU MUST NOT Modify Copyright notices',\n",
       "  'YOU MUST NOT Modify Patent notices',\n",
       "  'YOU MUST NOT Modify Trademark notices',\n",
       "  'YOU MUST NOT Modify License notice',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer',\n",
       "  'YOU MUST Forward License text',\n",
       "  'OR',\n",
       "  'YOU MUST Reference Source code',\n",
       "  'ATTRIBUTE Notice Following Copyright notice',\n",
       "  'ATTRIBUTE No charges',\n",
       "  'ATTRIBUTE Duration As long as distributed',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'IF Service offerings',\n",
       "  'ATTRIBUTE NOT Transferable',\n",
       "  'YOU MUST Indemnify Other contributors',\n",
       "  'COMPATIBILITY BSD-2-Clause',\n",
       "  'COMPATIBILITY BSD-2-Clause-Patent',\n",
       "  'COMPATIBILITY BSD-3-Clause',\n",
       "  'COMPATIBILITY BSL-1.0',\n",
       "  'COMPATIBILITY bzip2-1.0.5',\n",
       "  'COMPATIBILITY bzip2-1.0.6',\n",
       "  'COMPATIBILITY CC0-1.0',\n",
       "  'COMPATIBILITY curl',\n",
       "  'COMPATIBILITY EFL-2.0',\n",
       "  'COMPATIBILITY IBM-pibs',\n",
       "  'COMPATIBILITY ICU',\n",
       "  'COMPATIBILITY ISC',\n",
       "  'COMPATIBILITY Libpng',\n",
       "  'COMPATIBILITY MIT',\n",
       "  'COMPATIBILITY NTP',\n",
       "  'COMPATIBILITY UPL-1.0',\n",
       "  'COMPATIBILITY WTFPL',\n",
       "  'COMPATIBILITY X11',\n",
       "  'COMPATIBILITY Zlib',\n",
       "  'COMPATIBILITY ZPL-2.0',\n",
       "  'INCOMPATIBILITY Apache-1.0',\n",
       "  'INCOMPATIBILITY Apache-1.1',\n",
       "  'INCOMPATIBILITY BSD-4-Clause',\n",
       "  'INCOMPATIBILITY BSD-4-Clause-UC',\n",
       "  'INCOMPATIBILITY FTL',\n",
       "  'INCOMPATIBILITY IJG',\n",
       "  'INCOMPATIBILITY OpenSSL',\n",
       "  'INCOMPATIBILITY Python-2.0',\n",
       "  'INCOMPATIBILITY zlib-acknowledgement',\n",
       "  'INCOMPATIBILITY XFree86-1.1',\n",
       "  'PATENT HINTS Yes',\n",
       "  'COPYLEFT CLAUSE Yes'],\n",
       " ['USE CASE Source code delivery OR Binary delivery',\n",
       "  'YOU MUST Forward OR Provide Copyright notices',\n",
       "  'YOU MUST Forward OR Provide License text'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Forward License text',\n",
       "  'YOU MUST NOT Misrepresent Authorship',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST NOT Misrepresent Modified work',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST NOT Misrepresent Authorship'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward License text',\n",
       "  'YOU MUST Forward Warranty disclaimer',\n",
       "  'IF Documentation',\n",
       "  'YOU MUST Credit Verbatim In Documentation \"This product includes software developed by the Apache Software Foundation (http://www.apache.org/).\"',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST NOT Promote using \"Apache\" or \"Apache Software Foundation\"',\n",
       "  'YOU MUST NOT Use \"Apache\" [ex. \"Jakarta,\" \"Apache,\" or \"Apache Commons,\"] In Product name',\n",
       "  'USE CASE Binary delivery',\n",
       "  'IF Documentation',\n",
       "  'YOU MUST Credit Verbatim In Documentation \"This product includes software developed by the Apache Software Foundation (http://www.apache.org/).\"',\n",
       "  'YOU MUST Forward Copyright notices In Documentation OR Distribution material',\n",
       "  'YOU MUST Forward License text In Documentation OR Distribution material',\n",
       "  'YOU MUST Forward Warranty disclaimer In Documentation OR Distribution material',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST NOT Promote using \"Apache\" or \"Apache Software Foundation\"',\n",
       "  'YOU MUST NOT Use \"Apache\" [ex. \"Jakarta,\" \"Apache,\" or \"Apache Commons,\"] In Product name'],\n",
       " ['USE CASE Source code delivery OR Binary delivery',\n",
       "  'YOU MUST Forward OR Provide License text',\n",
       "  'YOU MUST Forward OR Provide Copyright notices',\n",
       "  'YOU MUST Provide Copyright notice In Documentation',\n",
       "  'YOU MUST Provide License text In Documentation',\n",
       "  'YOU MUST NOT Promote',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Provide Modification report'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Forward OR Provide License text',\n",
       "  'YOU MUST NOT Modify Copyright notices',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'IF Commercial distribution',\n",
       "  'YOU MUST Indemnify Other contributors',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST NOT Modify Copyright notices',\n",
       "  'EITHER',\n",
       "  'YOU MUST Provide Source code',\n",
       "  'OR',\n",
       "  'YOU MUST Provide Delayed source code delivery',\n",
       "  'ATTRIBUTE Inform Recipient',\n",
       "  'EITHER',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'OR',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE Reasonable',\n",
       "  'USE CASE License change',\n",
       "  'YOU MUST Use Identical License obligations',\n",
       "  'YOU MUST Use Warranty disclaimer On behalf of Other contributors',\n",
       "  'ATTRIBUTE Effective',\n",
       "  'YOU MUST Use Liability disclaimer On behalf of Other contributors',\n",
       "  'ATTRIBUTE Effective',\n",
       "  'IF Service offerings',\n",
       "  'ATTRIBUTE NOT Transferable',\n",
       "  'IF Commercial distribution',\n",
       "  'YOU MUST Indemnify Other contributors',\n",
       "  'COMPATIBILITY Apache-2.0',\n",
       "  'COMPATIBILITY BSD-2-Clause',\n",
       "  'COMPATIBILITY BSD-2-Clause-Patent',\n",
       "  'COMPATIBILITY BSD-3-Clause',\n",
       "  'COMPATIBILITY BSL-1.0',\n",
       "  'COMPATIBILITY bzip2-1.0.5',\n",
       "  'COMPATIBILITY bzip2-1.0.6',\n",
       "  'COMPATIBILITY CC0-1.0',\n",
       "  'COMPATIBILITY CPL-1.0',\n",
       "  'COMPATIBILITY curl',\n",
       "  'COMPATIBILITY EFL-2.0',\n",
       "  'COMPATIBILITY EUPL-1.1',\n",
       "  'COMPATIBILITY IBM-pibs',\n",
       "  'COMPATIBILITY ICU',\n",
       "  'COMPATIBILITY IPL-1.0',\n",
       "  'COMPATIBILITY ISC',\n",
       "  'COMPATIBILITY Libpng',\n",
       "  'COMPATIBILITY MIT',\n",
       "  'COMPATIBILITY NTP',\n",
       "  'COMPATIBILITY UPL-1.0',\n",
       "  'COMPATIBILITY WTFPL',\n",
       "  'COMPATIBILITY X11',\n",
       "  'COMPATIBILITY Zlib',\n",
       "  'COMPATIBILITY ZPL-2.0',\n",
       "  'PATENT HINTS Yes',\n",
       "  'COPYLEFT CLAUSE Yes'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST NOT Misrepresent Authorship',\n",
       "  'YOU MUST Forward License text',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Mark Modified work',\n",
       "  'YOU MUST NOT Misrepresent Modified work',\n",
       "  'USE CASE Binary delivery'],\n",
       " ['USE CASE Source code delivery OR Binary delivery', 'PATENT HINTS Yes'],\n",
       " ['USE CASE Source code delivery OR Binary delivery',\n",
       "  'YOU MUST Forward OR Provide Copyright notices',\n",
       "  'YOU MUST Provide Copyright notices In Documentation',\n",
       "  'YOU MUST Provide License text In Documentation',\n",
       "  'YOU MUST NOT Promote'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward License text',\n",
       "  'YOU MUST Forward Warranty disclaimer',\n",
       "  'YOU MUST NOT Promote',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Provide Copyright notices In Documentation OR Distribution material',\n",
       "  'YOU MUST Provide License text In Documentation OR Distribution material',\n",
       "  'YOU MUST Provide Warranty disclaimer In Documentation OR Distribution material',\n",
       "  'YOU MUST NOT Promote',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'ATTRIBUTE Highlighted'],\n",
       " ['USE CASE Source code delivery OR Binary delivery',\n",
       "  'YOU MUST Reference License text',\n",
       "  'YOU MUST Search License acceptance',\n",
       "  'ATTRIBUTE Reasonable',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward Patent notice',\n",
       "  'YOU MUST Forward Trademark notice',\n",
       "  'YOU MUST Forward License notice',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST NOT Promote',\n",
       "  'IF Modified work Under Original license',\n",
       "  'EITHER',\n",
       "  'YOU MUST Include Source code Of Modified work',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'OR',\n",
       "  'YOU MUST Provide Delayed source code delivery Of Modified work',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE No profit',\n",
       "  'ATTRIBUTE Duration As long as distributed',\n",
       "  'YOU MUST Reference Source code',\n",
       "  'ATTRIBUTE Below Copyright notice',\n",
       "  'PATENT HINTS Yes'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Grant License',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward Patent notices',\n",
       "  'YOU MUST Forward Trademark notices',\n",
       "  'YOU MUST Forward License text',\n",
       "  'YOU MUST Use Original license',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Provide Source code',\n",
       "  'YOU MUST Forward License text',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Provide Source code',\n",
       "  'YOU MUST Forward License text',\n",
       "  'YOU MUST Grant License',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward Patent notices',\n",
       "  'YOU MUST Forward Trademark notices',\n",
       "  'YOU MUST Use Compatible license',\n",
       "  'COMPATIBILITY BSD-2-Clause',\n",
       "  'COMPATIBILITY BSD-2-Clause-Patent',\n",
       "  'COMPATIBILITY BSD-3-Clause',\n",
       "  'COMPATIBILITY BSL-1.0',\n",
       "  'COMPATIBILITY bzip2-1.0.5',\n",
       "  'COMPATIBILITY bzip2-1.0.6',\n",
       "  'COMPATIBILITY CC0-1.0',\n",
       "  'COMPATIBILITY curl',\n",
       "  'COMPATIBILITY EFL-2.0',\n",
       "  'COMPATIBILITY IBM-pibs',\n",
       "  'COMPATIBILITY ICU',\n",
       "  'COMPATIBILITY ISC',\n",
       "  'COMPATIBILITY Libpng',\n",
       "  'COMPATIBILITY MIT',\n",
       "  'COMPATIBILITY NTP',\n",
       "  'COMPATIBILITY UPL-1.0',\n",
       "  'COMPATIBILITY WTFPL',\n",
       "  'COMPATIBILITY X11',\n",
       "  'COMPATIBILITY Zlib',\n",
       "  'COMPATIBILITY ZPL-2.0',\n",
       "  'PATENT HINTS Yes',\n",
       "  'COPYLEFT CLAUSE Yes'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Forward Copyright notices',\n",
       "  'YOU MUST Forward License text',\n",
       "  'YOU MUST Forward Warranty disclaimer',\n",
       "  'YOU MUST NOT Misrepresent Authorship',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Mark Modified work',\n",
       "  'YOU MUST NOT Misrepresent Modified work',\n",
       "  'YOU MUST NOT Promote',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST NOT Misrepresent Authorship',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST NOT Promote'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST NOT Modify License notices',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer',\n",
       "  'YOU MUST Provide License text',\n",
       "  'IF Non-permissive Additional terms',\n",
       "  'EITHER',\n",
       "  'YOU MUST Include Additional terms In Source code',\n",
       "  'OR',\n",
       "  'YOU MUST Reference Additional terms In Source code',\n",
       "  'YOU MUST Provide Additional terms',\n",
       "  'USE CASE Combined work With AGPL-3.0-only OR AGPL-3.0-or-later',\n",
       "  'YOU MUST Fulfill License obligations Of AGPL-3.0-only OR AGPL-3.0-or-later',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'YOU MUST Provide Legal notices',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'IF Interactive AND Displaying Appropriate legal notices',\n",
       "  'YOU MUST Display Appropriate legal notices',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'EXCEPT IF NOT Permitted By Additional terms',\n",
       "  'YOU MUST NOT Litigate Circumvention',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST NOT Modify License notices',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer',\n",
       "  'YOU MUST Provide License text',\n",
       "  'IF Non-permissive Additional terms',\n",
       "  'EITHER',\n",
       "  'YOU MUST Include Additional terms In Source code',\n",
       "  'OR',\n",
       "  'YOU MUST Reference Additional terms In Source code',\n",
       "  'YOU MUST Provide Additional terms',\n",
       "  'USE CASE Combined work With AGPL-3.0-only OR AGPL-3.0-or-later',\n",
       "  'YOU MUST Fulfill License obligations Of AGPL-3.0-only OR AGPL-3.0-or-later',\n",
       "  'EITHER IF Binary delivery On Customary medium OR Installed',\n",
       "  'EITHER',\n",
       "  'YOU MUST Provide Source code',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'OR',\n",
       "  'YOU MUST Provide Written offer',\n",
       "  'ATTRIBUTE Duration At least 3 years',\n",
       "  'ATTRIBUTE Duration As long as product is supported',\n",
       "  'ATTRIBUTE Delayed source code delivery',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'EITHER',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'ATTRIBUTE No profit',\n",
       "  'OR',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'OR IF Binary delivery Via Internet',\n",
       "  'YOU MUST Provide Source code',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE Duration As long as needed',\n",
       "  'EITHER IF Source code On same server',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'ATTRIBUTE Equivalent',\n",
       "  'OR IF Source code On other server',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'ATTRIBUTE Equivalent',\n",
       "  'YOU MUST Reference Source code',\n",
       "  'OR IF Binary delivery Via peer-to-peer transmission',\n",
       "  'YOU MUST Reference Source code',\n",
       "  'ATTRIBUTE No charge',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Documented format',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'ATTRIBUTE Via Internet',\n",
       "  'ATTRIBUTE Duration As long as needed',\n",
       "  'IF User product',\n",
       "  'YOU MUST Provide Installation information',\n",
       "  'EXCEPT IF Installation Is NOT Feasible',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'YOU MUST Provide Legal notices',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'IF Interactive AND Displaying Appropriate legal notices',\n",
       "  'YOU MUST Display Appropriate legal notices',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'EXCEPT IF NOT Permitted By Additional terms',\n",
       "  'YOU MUST NOT Litigate Circumvention',\n",
       "  'COMPATIBILITY AGPL-3.0-only',\n",
       "  'COMPATIBILITY AGPL-3.0-or later',\n",
       "  'COMPATIBILITY Apache-2.0',\n",
       "  'COMPATIBILITY Artistic-2.0',\n",
       "  'COMPATIBILITY BSD-2-Clause',\n",
       "  'COMPATIBILITY BSD-2-Clause-Patent',\n",
       "  'COMPATIBILITY BSD-3-Clause',\n",
       "  'COMPATIBILITY BSL-1.0',\n",
       "  'COMPATIBILITY bzip2-1.0.5',\n",
       "  'COMPATIBILITY bzip2-1.0.6',\n",
       "  'COMPATIBILITY CC0-1.0',\n",
       "  'COMPATIBILITY curl',\n",
       "  'COMPATIBILITY EFL-2.0',\n",
       "  'COMPATIBILITY GPL-2.0-or-later',\n",
       "  'COMPATIBILITY GPL-3.0-or-later',\n",
       "  'COMPATIBILITY IBM-pibs',\n",
       "  'COMPATIBILITY ICU',\n",
       "  'COMPATIBILITY ISC',\n",
       "  'COMPATIBILITY LGPL-2.1-only',\n",
       "  'COMPATIBILITY LGPL-2.1-or-later',\n",
       "  'COMPATIBILITY LGPL-3.0-only',\n",
       "  'COMPATIBILITY LGPL-3.0-or-later',\n",
       "  'COMPATIBILITY Libpng',\n",
       "  'COMPATIBILITY MIT',\n",
       "  'COMPATIBILITY NTP',\n",
       "  'COMPATIBILITY UPL-1.0',\n",
       "  'COMPATIBILITY WTFPL',\n",
       "  'COMPATIBILITY X11',\n",
       "  'COMPATIBILITY Zlib',\n",
       "  'COMPATIBILITY ZPL-2.0',\n",
       "  'DEPENDING COMPATIBILITY EPL-2.0',\n",
       "  'INCOMPATIBILITY Apache-1.0',\n",
       "  'INCOMPATIBILITY Apache-1.1',\n",
       "  'INCOMPATIBILITY BSD-4-Clause',\n",
       "  'INCOMPATIBILITY BSD-4-Clause-UC',\n",
       "  'INCOMPATIBILITY FTL',\n",
       "  'INCOMPATIBILITY IJG',\n",
       "  'INCOMPATIBILITY OpenSSL',\n",
       "  'INCOMPATIBILITY Python-2.0',\n",
       "  'INCOMPATIBILITY zlib-acknowledgement',\n",
       "  'INCOMPATIBILITY XFree86-1.1',\n",
       "  'PATENT HINTS Yes',\n",
       "  'COPYLEFT CLAUSE Yes'],\n",
       " ['USE CASE Source code delivery',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST Provide Warranty disclaimer',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST NOT Modify License notices',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer',\n",
       "  'YOU MUST Provide License text',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'IF Interactive AND Displaying License announcement',\n",
       "  'YOU MUST Display License announcement',\n",
       "  'YOU MUST Display Copyright notice',\n",
       "  'YOU MUST Display Warranty disclaimer',\n",
       "  'YOU MUST Reference License text',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'USE CASE Binary delivery',\n",
       "  'YOU MUST Provide Copyright notice',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST Provide Warranty disclaimer',\n",
       "  'ATTRIBUTE Highlighted',\n",
       "  'ATTRIBUTE Appropriately',\n",
       "  'YOU MUST NOT Modify License notices',\n",
       "  'YOU MUST NOT Modify Warranty disclaimer',\n",
       "  'YOU MUST Provide License text',\n",
       "  'EITHER',\n",
       "  'YOU MUST Provide Source code',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'IF Binary delivery Via Internet',\n",
       "  'ATTRIBUTE Source code delivery Via Internet',\n",
       "  'ATTRIBUTE On same server',\n",
       "  'ATTRIBUTE Equivalent',\n",
       "  'OR',\n",
       "  'YOU MUST Provide Written offer (Written offer)',\n",
       "  'ATTRIBUTE Duration 3 years',\n",
       "  'ATTRIBUTE To Any third party',\n",
       "  'ATTRIBUTE No profit',\n",
       "  'ATTRIBUTE Delayed source code delivery',\n",
       "  'ATTRIBUTE Machine-readable',\n",
       "  'ATTRIBUTE Customary medium',\n",
       "  'ATTRIBUTE Including Tool chain information',\n",
       "  'ATTRIBUTE Including Installation scripts',\n",
       "  'IF Software modification',\n",
       "  'YOU MUST Grant License',\n",
       "  'ATTRIBUTE Original license',\n",
       "  'YOU MUST Provide Modification notice',\n",
       "  'YOU MUST Provide Modification date',\n",
       "  'IF Interactive AND Displaying License announcement',\n",
       "  'YOU MUST Display License announcement',\n",
       "  'YOU MUST Display Copyright notice',\n",
       "  'YOU MUST Display Warranty disclaimer',\n",
       "  'YOU MUST Reference License text',\n",
       "  'YOU MUST NOT Restrict Granted rights',\n",
       "  'COMPATIBILITY Artistic-2.0',\n",
       "  'COMPATIBILITY BSD-2-Clause',\n",
       "  'COMPATIBILITY BSD-2-Clause-Patent',\n",
       "  'COMPATIBILITY BSD-3-Clause',\n",
       "  'COMPATIBILITY BSL-1.0',\n",
       "  'COMPATIBILITY bzip2-1.0.5',\n",
       "  'COMPATIBILITY bzip2-1.0.6',\n",
       "  'COMPATIBILITY CC0-1.0',\n",
       "  'COMPATIBILITY curl',\n",
       "  'COMPATIBILITY EFL-2.0',\n",
       "  'COMPATIBILITY EUPL-1.1',\n",
       "  'COMPATIBILITY GPL-2.0-only',\n",
       "  'COMPATIBILITY GPL-2.0-only WITH Classpath-exception-2.0',\n",
       "  'COMPATIBILITY GPL-3.0-or-later',\n",
       "  'COMPATIBILITY IBM-pibs',\n",
       "  'COMPATIBILITY ICU',\n",
       "  'COMPATIBILITY ISC',\n",
       "  'COMPATIBILITY LGPL-2.1-only',\n",
       "  'COMPATIBILITY LGPL-2.1-or-later',\n",
       "  'COMPATIBILITY Libpng',\n",
       "  'COMPATIBILITY MIT',\n",
       "  'COMPATIBILITY MPL-2.0',\n",
       "  'COMPATIBILITY NTP',\n",
       "  'COMPATIBILITY UPL-1.0',\n",
       "  'COMPATIBILITY WTFPL',\n",
       "  'COMPATIBILITY X11',\n",
       "  'COMPATIBILITY Zlib',\n",
       "  'COMPATIBILITY ZPL-2.0',\n",
       "  'DEPENDING COMPATIBILITY EPL-2.0',\n",
       "  'INCOMPATIBILITY Apache-1.0',\n",
       "  'INCOMPATIBILITY Apache-1.1',\n",
       "  'INCOMPATIBILITY Apache-2.0',\n",
       "  'INCOMPATIBILITY BSD-4-Clause',\n",
       "  'INCOMPATIBILITY BSD-4-Clause-UC',\n",
       "  'INCOMPATIBILITY FTL',\n",
       "  'INCOMPATIBILITY IJG',\n",
       "  'INCOMPATIBILITY OpenSSL',\n",
       "  'INCOMPATIBILITY Python-2.0',\n",
       "  'INCOMPATIBILITY zlib-acknowledgement',\n",
       "  'INCOMPATIBILITY XFree86-1.1',\n",
       "  'PATENT HINTS Yes',\n",
       "  'COPYLEFT CLAUSE Yes'],\n",
       " ['USE CASE Source code delivery OR Binary delivery',\n",
       "  'YOU MUST Provide Copyright notices',\n",
       "  'YOU MUST Provide License text',\n",
       "  'YOU MUST Provide Copyright notices In Documentation',\n",
       "  'YOU MUST Provide License text In Documentation',\n",
       "  'IF Modification Of Files',\n",
       "  'YOU MUST Provide Modification notice In Files',\n",
       "  'YOU MUST Provide Modification notice In Documentation',\n",
       "  'IF Source code modification',\n",
       "  'YOU MUST Provide Modification notice In Source code',\n",
       "  'YOU MUST Provide Modification notice In Documentation',\n",
       "  'YOU MUST NOT Promote']]"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "lst"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6c339bb7",
   "metadata": {},
   "source": [
    "EXTRACTING THE 'YOU MUST Forward Copyright notices','YOU MUST Forward OR Provide Copyright notices',\n",
    "FROM EACH LICENSE FROM UNREFLICENSE AND ASSIGNING THE LABEL "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "22275965",
   "metadata": {},
   "outputs": [],
   "source": [
    "lst2=[]\n",
    "dict_={}\n",
    "count=0\n",
    "for i in range(len(lst)):\n",
    "    if len(lst[i])>0:\n",
    "        for j in range(len(lst[i])):\n",
    "            if lst[i][j]=='YOU MUST Forward Copyright notices' or lst[i][j]=='YOU MUST Forward OR Provide Copyright notices' :\n",
    "#                 print(lst[i][j])\n",
    "                lst2.append(lst[i][j])\n",
    "                dict_[file_name1[i]]=1\n",
    "                count+=1\n",
    "                break\n",
    "        else:\n",
    "            dict_[file_name1[i]]=0\n",
    "            lst2.append('')\n",
    "        \n",
    "#     else:\n",
    "#         lst.append('')\n",
    "            "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "85ec4063",
   "metadata": {},
   "source": [
    "FINDING THE POSITVIE INSTANCES"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "df557a9d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "43"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "count"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "55297736",
   "metadata": {},
   "source": [
    "PARSING SPDX COLLECTION FILE"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "a5cc67b3",
   "metadata": {},
   "outputs": [],
   "source": [
    "new_list2 = []\n",
    "file_name2=[]\n",
    "for root, dirs, files in os.walk('spdx_'):\n",
    "    for file in files:\n",
    "        if file.endswith('.txt'):\n",
    "            file_name2.append(file)\n",
    "            with open(os.path.join(root, file), 'r') as f:\n",
    "                text = f.read()\n",
    "                new_list2.append(text)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a27ca18d",
   "metadata": {},
   "source": [
    "FORMING DICTONARY OF FILE NAME KEY AND TEXT AS VALUE"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "da0eabf7",
   "metadata": {},
   "outputs": [],
   "source": [
    "dict1={}\n",
    "# print(len(new_list2))\n",
    "# print(len(file_name2))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "bb111a25",
   "metadata": {},
   "outputs": [],
   "source": [
    "for i in range(len(file_name2)):\n",
    "    dict1[file_name2[i]]=new_list2[i]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "2a64bb63",
   "metadata": {},
   "outputs": [],
   "source": [
    "# dict1"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7296b8a4",
   "metadata": {},
   "source": [
    "ASSIGNING THE LABEL TO CORRESPONDING FILE NAME IN SPDX COLLECTION"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "7902b1db",
   "metadata": {},
   "outputs": [],
   "source": [
    "dict2={}\n",
    "text_=[]\n",
    "for i in range(len(file_name1)):\n",
    "    for j in range(len(file_name2)):\n",
    "        if file_name2[j][41:]==file_name1[i]:\n",
    "            text_.append(dict1[file_name2[j]])\n",
    "            #print(new_list2[j])\n",
    "            dict2[file_name2[j]]=dict_[file_name1[i]]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "id": "4dc3c000",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "df=pd.DataFrame(list(dict2.items()))\n",
    "\n",
    "df=df.rename(columns={0:'file_name',1:'label'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "id": "6720b5a5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>file_name</th>\n",
       "      <th>label</th>\n",
       "      <th>description</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>78756b5e9abc8f5109aeba5e8cd84b44ebcb7ada.EPL-2...</td>\n",
       "      <td>0</td>\n",
       "      <td>Eclipse Public License - v 2.0\\nTHE ACCOMPANYI...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>d402f688becb3ab62ce01cc467acb108e4e2aa48.EPL-2...</td>\n",
       "      <td>0</td>\n",
       "      <td>Eclipse Public License - v 2.0\\nTHE ACCOMPANYI...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>795092b079ca1e9c508ede31ac16983d05b5b70f.EPL-2...</td>\n",
       "      <td>0</td>\n",
       "      <td>Eclipse Public License - v 2.0\\n\\nTHE ACCOMPAN...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>a8d4b62e40a5e34dda76bb49b00893eb101e1806.EPL-2...</td>\n",
       "      <td>0</td>\n",
       "      <td>Eclipse Public License - v 2.0\\nTHE ACCOMPANYI...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>6f996326265964e4938c7446fd9cc3d6bda98d86.IPL-1...</td>\n",
       "      <td>0</td>\n",
       "      <td>IBM Public License Version 1.0\\n\\nTHE ACCOMPAN...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
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       "      <td>GNU GENERAL PUBLIC LICENSE\\n\\nVersion 2, June ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>318</th>\n",
       "      <td>febf3fcadc4b95583e5ae33ec008ad1d784f2e52.Unico...</td>\n",
       "      <td>0</td>\n",
       "      <td>UNICODE, INC. LICENSE AGREEMENT - DATA FILES A...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>319</th>\n",
       "      <td>c1a0e421799891d73da457b608e5f82948843f4d.Unico...</td>\n",
       "      <td>0</td>\n",
       "      <td>UNICODE, INC. LICENSE AGREEMENT - DATA FILES A...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>320</th>\n",
       "      <td>142f850bf419a2a28982c040b0c6131ccd02d0b3.Unico...</td>\n",
       "      <td>0</td>\n",
       "      <td>UNICODE, INC. LICENSE AGREEMENT - DATA FILES A...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>321</th>\n",
       "      <td>278eee1e5e23d9acdf69b62a60868aab0ab7ada1.Unico...</td>\n",
       "      <td>0</td>\n",
       "      <td>UNICODE, INC. LICENSE AGREEMENT - DATA FILES A...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>322 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                             file_name  label  \\\n",
       "0    78756b5e9abc8f5109aeba5e8cd84b44ebcb7ada.EPL-2...      0   \n",
       "1    d402f688becb3ab62ce01cc467acb108e4e2aa48.EPL-2...      0   \n",
       "2    795092b079ca1e9c508ede31ac16983d05b5b70f.EPL-2...      0   \n",
       "3    a8d4b62e40a5e34dda76bb49b00893eb101e1806.EPL-2...      0   \n",
       "4    6f996326265964e4938c7446fd9cc3d6bda98d86.IPL-1...      0   \n",
       "..                                                 ...    ...   \n",
       "317  1d80ac3653ff6a7a40802991715f49e373d7944e.GPL-2...      0   \n",
       "318  febf3fcadc4b95583e5ae33ec008ad1d784f2e52.Unico...      0   \n",
       "319  c1a0e421799891d73da457b608e5f82948843f4d.Unico...      0   \n",
       "320  142f850bf419a2a28982c040b0c6131ccd02d0b3.Unico...      0   \n",
       "321  278eee1e5e23d9acdf69b62a60868aab0ab7ada1.Unico...      0   \n",
       "\n",
       "                                           description  \n",
       "0    Eclipse Public License - v 2.0\\nTHE ACCOMPANYI...  \n",
       "1    Eclipse Public License - v 2.0\\nTHE ACCOMPANYI...  \n",
       "2    Eclipse Public License - v 2.0\\n\\nTHE ACCOMPAN...  \n",
       "3    Eclipse Public License - v 2.0\\nTHE ACCOMPANYI...  \n",
       "4    IBM Public License Version 1.0\\n\\nTHE ACCOMPAN...  \n",
       "..                                                 ...  \n",
       "317  GNU GENERAL PUBLIC LICENSE\\n\\nVersion 2, June ...  \n",
       "318  UNICODE, INC. LICENSE AGREEMENT - DATA FILES A...  \n",
       "319  UNICODE, INC. LICENSE AGREEMENT - DATA FILES A...  \n",
       "320  UNICODE, INC. LICENSE AGREEMENT - DATA FILES A...  \n",
       "321  UNICODE, INC. LICENSE AGREEMENT - DATA FILES A...  \n",
       "\n",
       "[322 rows x 3 columns]"
      ]
     },
     "execution_count": 61,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df['description']=text_\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "44fbe8a9",
   "metadata": {},
   "outputs": [],
   "source": [
    "# df.to_csv('unreflicnese.csv')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7a37c643",
   "metadata": {},
   "source": [
    "PREPROCESSING THE CORPUS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "id": "5e411032",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0    [eclipse, public, license, v, accompanying, pr...\n",
       "1    [eclipse, public, license, v, accompanying, pr...\n",
       "2    [eclipse, public, license, v, accompanying, pr...\n",
       "3    [eclipse, public, license, v, accompanying, pr...\n",
       "4    [ibm, public, license, version, accompanying, ...\n",
       "Name: description, dtype: object"
      ]
     },
     "execution_count": 63,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df['description']=df['description'].apply(lambda x:re.sub('\\S*@\\S*\\s?','',x))\n",
    "df['description']=df['description'].apply(lambda x:re.sub(r'https?://\\S+|www\\.\\S+', \"\", x))\n",
    "df['description']=df['description'].apply(lambda x:x.lower())\n",
    "punctuation='!\"#$%&\\'()*+,-./:;<=>?@[\\\\]^_{|}~'\n",
    "df['description']=df['description'].apply(lambda x:\"\".join([i for i in x if i not in punctuation]))\n",
    "df['description']=df['description'].apply(lambda x:re.sub('[0-9]+','',x))\n",
    "df['description']=df['description'].apply(lambda x:re.split(r\"\\s+\",x))\n",
    "import nltk\n",
    "from nltk.corpus import stopwords\n",
    "stopword=stopwords.words('english')\n",
    "df['description']=df['description'].apply(lambda x: [i for i in x if i not in stopword])\n",
    "df['description'].head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "id": "15f500c2",
   "metadata": {},
   "outputs": [],
   "source": [
    "from nltk.stem import WordNetLemmatizer\n",
    "wordnet_lemmatizer = WordNetLemmatizer()\n",
    "def lemmatizer(text):\n",
    "    lemm_text = [wordnet_lemmatizer.lemmatize(word) for word in text]\n",
    "    lemm_text=' '.join(lemm_text)\n",
    "    return lemm_text\n",
    "df['description']=df['description'].apply(lambda x:lemmatizer(x))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "id": "5f3cc65c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "    .dataframe tbody tr th {\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>file_name</th>\n",
       "      <th>label</th>\n",
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       "      <td>6f996326265964e4938c7446fd9cc3d6bda98d86.IPL-1...</td>\n",
       "      <td>0</td>\n",
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       "      <td>febf3fcadc4b95583e5ae33ec008ad1d784f2e52.Unico...</td>\n",
       "      <td>0</td>\n",
       "      <td>unicode inc license agreement data file softwa...</td>\n",
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       "    <tr>\n",
       "      <th>319</th>\n",
       "      <td>c1a0e421799891d73da457b608e5f82948843f4d.Unico...</td>\n",
       "      <td>0</td>\n",
       "      <td>unicode inc license agreement data file softwa...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>320</th>\n",
       "      <td>142f850bf419a2a28982c040b0c6131ccd02d0b3.Unico...</td>\n",
       "      <td>0</td>\n",
       "      <td>unicode inc license agreement data file softwa...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>321</th>\n",
       "      <td>278eee1e5e23d9acdf69b62a60868aab0ab7ada1.Unico...</td>\n",
       "      <td>0</td>\n",
       "      <td>unicode inc license agreement data file softwa...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>322 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                             file_name  label  \\\n",
       "0    78756b5e9abc8f5109aeba5e8cd84b44ebcb7ada.EPL-2...      0   \n",
       "1    d402f688becb3ab62ce01cc467acb108e4e2aa48.EPL-2...      0   \n",
       "2    795092b079ca1e9c508ede31ac16983d05b5b70f.EPL-2...      0   \n",
       "3    a8d4b62e40a5e34dda76bb49b00893eb101e1806.EPL-2...      0   \n",
       "4    6f996326265964e4938c7446fd9cc3d6bda98d86.IPL-1...      0   \n",
       "..                                                 ...    ...   \n",
       "317  1d80ac3653ff6a7a40802991715f49e373d7944e.GPL-2...      0   \n",
       "318  febf3fcadc4b95583e5ae33ec008ad1d784f2e52.Unico...      0   \n",
       "319  c1a0e421799891d73da457b608e5f82948843f4d.Unico...      0   \n",
       "320  142f850bf419a2a28982c040b0c6131ccd02d0b3.Unico...      0   \n",
       "321  278eee1e5e23d9acdf69b62a60868aab0ab7ada1.Unico...      0   \n",
       "\n",
       "                                           description  \n",
       "0    eclipse public license v accompanying program ...  \n",
       "1    eclipse public license v accompanying program ...  \n",
       "2    eclipse public license v accompanying program ...  \n",
       "3    eclipse public license v accompanying program ...  \n",
       "4    ibm public license version accompanying progra...  \n",
       "..                                                 ...  \n",
       "317  gnu general public license version june copyri...  \n",
       "318  unicode inc license agreement data file softwa...  \n",
       "319  unicode inc license agreement data file softwa...  \n",
       "320  unicode inc license agreement data file softwa...  \n",
       "321  unicode inc license agreement data file softwa...  \n",
       "\n",
       "[322 rows x 3 columns]"
      ]
     },
     "execution_count": 65,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# file_name2\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d03836f4",
   "metadata": {},
   "outputs": [],
   "source": [
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "id": "98b51b78",
   "metadata": {},
   "outputs": [],
   "source": [
    "x=df['description'] \n",
    "y=df['label']\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "id": "d4f618cc",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(322, 1000)"
      ]
     },
     "execution_count": 67,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from sklearn.feature_extraction.text import TfidfVectorizer\n",
    "vectorizer=TfidfVectorizer(max_features=1000)\n",
    "X=vectorizer.fit_transform(x)\n",
    "# from sklearn.feature_extraction.text import TfidfTransformer\n",
    "# tfidf_=TfidfTransformer(use_idf=True)\n",
    "# x_tfidf=tfidf_.fit_transform(word_count)\n",
    "# x_test=vectorizer.transform(x_test).toarray()\n",
    "# from sklearn.feature_extraction.text import TfidfTransformer\n",
    "# tfidf_transformer=TfidfTransformer()\n",
    "# x_train\n",
    "X.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "id": "fb54c637",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['absence', 'absolutely', 'academic', 'accept', 'acceptance',\n",
       "       'accepted', 'access', 'accessible', 'accompanied', 'accompanies',\n",
       "       'accompany', 'accompanying', 'accord', 'accordance', 'according',\n",
       "       'accuracy', 'achieve', 'acknowledgment', 'acquire', 'acquired'],\n",
       "      dtype=object)"
      ]
     },
     "execution_count": 68,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "vectorizer.get_feature_names_out()[:20]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "aa4228e9",
   "metadata": {},
   "source": [
    "TRAINING THE MODEL"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "id": "57545a49",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<style>#sk-container-id-2 {color: black;background-color: white;}#sk-container-id-2 pre{padding: 0;}#sk-container-id-2 div.sk-toggleable {background-color: white;}#sk-container-id-2 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-2 label.sk-toggleable__label-arrow:before {content: \"▸\";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-2 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-2 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-2 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-2 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-2 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-2 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: \"▾\";}#sk-container-id-2 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-2 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-2 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-2 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-2 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-2 div.sk-parallel-item::after {content: \"\";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-2 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-2 div.sk-serial::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-2 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-2 div.sk-item {position: relative;z-index: 1;}#sk-container-id-2 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-2 div.sk-item::before, #sk-container-id-2 div.sk-parallel-item::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-2 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-2 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-2 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-2 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-2 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-2 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-2 div.sk-label-container {text-align: center;}#sk-container-id-2 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-2 div.sk-text-repr-fallback {display: none;}</style><div id=\"sk-container-id-2\" class=\"sk-top-container\"><div class=\"sk-text-repr-fallback\"><pre>SVC(gamma=&#x27;auto&#x27;)</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class=\"sk-container\" hidden><div class=\"sk-item\"><div class=\"sk-estimator sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-2\" type=\"checkbox\" checked><label for=\"sk-estimator-id-2\" class=\"sk-toggleable__label sk-toggleable__label-arrow\">SVC</label><div class=\"sk-toggleable__content\"><pre>SVC(gamma=&#x27;auto&#x27;)</pre></div></div></div></div></div>"
      ],
      "text/plain": [
       "SVC(gamma='auto')"
      ]
     },
     "execution_count": 69,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from sklearn.svm import SVC\n",
    "clf=SVC(gamma='auto')\n",
    "clf.fit(X,y)\n",
    "# from sklearn.naive_bayes import MultinomialNB\n",
    "# model = MultinomialNB()\n",
    "# model.fit(X, y)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8f529ae0",
   "metadata": {},
   "source": [
    "READING OSS FILE"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "id": "5ab805c7",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "total time 113.55593180656433\n"
     ]
    }
   ],
   "source": [
    "import time\n",
    "start_time=time.time()\n",
    "df_5M=pd.read_csv('LICENSE.csv')\n",
    "end_time=time.time()\n",
    "print(\"total time\",end_time-start_time)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ba07839f",
   "metadata": {},
   "source": [
    "SELECTING THE 50 FILE FROM OSS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "id": "e1d85c07",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Unnamed: 0.1</th>\n",
       "      <th>Unnamed: 0</th>\n",
       "      <th>file</th>\n",
       "      <th>description</th>\n",
       "    </tr>\n",
       "  </thead>\n",
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       "      <td>sap sample code license agreement please scrol...</td>\n",
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       "    <tr>\n",
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       "      <td>1</td>\n",
       "      <td>980005275c38a7d298fe773239a5213cc2674b8d</td>\n",
       "      <td>mit license copyright isaac avery permission h...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
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       "      <td>2</td>\n",
       "      <td>2</td>\n",
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       "      <td>3</td>\n",
       "      <td>98000abb1f558d5321421373ddf26401ed174c4d</td>\n",
       "      <td>mit license copyright permission hereby grante...</td>\n",
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       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>98000bb3d53c192bd58d141808fd9e461342821d</td>\n",
       "      <td>copyright sondre nilsen permission hereby gran...</td>\n",
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       "      <td>5</td>\n",
       "      <td>98000ee70ddc80f7820faaf48f07641bd7ec067c</td>\n",
       "      <td>mit license mit copyright godot engine communi...</td>\n",
       "    </tr>\n",
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       "      <th>6</th>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>98000f3fb0074a500caa539e8793882a17d68fcb</td>\n",
       "      <td>mit license copyright permission hereby grante...</td>\n",
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       "      <th>7</th>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>980013eb7bb1d14bf809054e292930ef42552cd7</td>\n",
       "      <td>bsd clause simplified license aebl mobile medi...</td>\n",
       "    </tr>\n",
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       "      <th>8</th>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>9800162aa59626f8b70eda7880c070179322b538</td>\n",
       "      <td>mit license copyright josé antonio covarrubias...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>9800182f51119e85187c41948a5ed7a440cd6bf0</td>\n",
       "      <td>mit license mit copyright rudak permission her...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>10</td>\n",
       "      <td>10</td>\n",
       "      <td>980019e130e5820a819ac10376b917ef3c9945a9</td>\n",
       "      <td>mit license copyright brett walach permission ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>11</td>\n",
       "      <td>11</td>\n",
       "      <td>98001f815e254c0c6881e03310b152a8f59a6b96</td>\n",
       "      <td>mit license copyright jordan macdonald permiss...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>12</td>\n",
       "      <td>12</td>\n",
       "      <td>980023b5b2ef99bd08f0284a29cc03e209aad00e</td>\n",
       "      <td>mit license mit copyright aleksey sivokon perm...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>13</td>\n",
       "      <td>13</td>\n",
       "      <td>980025c58184f6f52340887eb8e84d480d1cf345</td>\n",
       "      <td>alp library license version copyright ian mccu...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>14</td>\n",
       "      <td>14</td>\n",
       "      <td>980029785d5111c4e061f2854d88f5cd1d6ca2e2</td>\n",
       "      <td>mit license copyright jacobi christ permission...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "      <td>98002a358557018284c7bb74fb81330ccc05bbfb</td>\n",
       "      <td>mit license copyright dscyre scotti permission...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "      <td>98002c41540f9176609faa0ee788d93ca2615c3d</td>\n",
       "      <td>mit license copyright xrangercy permission her...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "      <td>98002fd72ec114032f80821cebb63f8a47365dbc</td>\n",
       "      <td>mit license copyright alex bowen permission he...</td>\n",
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       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "      <td>980031cdc4de6bae68467c0f0f4ad385eed9e82e</td>\n",
       "      <td>mit license copyright jarno nijboer permission...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>19</td>\n",
       "      <td>19</td>\n",
       "      <td>980038353c2a41344c486660f2b57fff4a30cd0f</td>\n",
       "      <td>mit license copyright permission hereby grante...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>20</td>\n",
       "      <td>20</td>\n",
       "      <td>98003ad269df2ff52cce369dcab6d43672ce9a27</td>\n",
       "      <td>mit license copyright martin köhler permission...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>98003b610c36d8ebba12429c344eeff87cb5cfd3</td>\n",
       "      <td>copyright murat aka right reserved redistribut...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>98003cf43a6f21038fc65d285890486b2c99d04d</td>\n",
       "      <td>permission use modify work distribution fine m...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>23</td>\n",
       "      <td>23</td>\n",
       "      <td>98003f89ab5095a79d7d16cc8122448020da83e9</td>\n",
       "      <td>mit license copyright permission hereby grante...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>24</td>\n",
       "      <td>24</td>\n",
       "      <td>98004225a2b537131df88de8c5210903bcfc5b89</td>\n",
       "      <td>gnu general public license version june copyri...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>98004383ea29b067c26c6af5ef9e4db1a5ddae5d</td>\n",
       "      <td>mit license copyright permission hereby grante...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>26</td>\n",
       "      <td>26</td>\n",
       "      <td>9800453b8c313e5f7bb9c85c2cea4be7f264e8cc</td>\n",
       "      <td>mit license copyright permission hereby grante...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>27</td>\n",
       "      <td>27</td>\n",
       "      <td>98004abc510ef6648a945c9b46eb151b2af19ea3</td>\n",
       "      <td>mit license mit copyright okinawaterminal perm...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>28</td>\n",
       "      <td>28</td>\n",
       "      <td>98004b216434a2089de8cbbab173091f40db3e48</td>\n",
       "      <td>mit license copyright rodrigo de frutos permis...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>29</td>\n",
       "      <td>29</td>\n",
       "      <td>980051282a25afd9b746cb4c45ec924d5c54f8ec</td>\n",
       "      <td>mit license copyright permission hereby grante...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>980051d48a0ddba0021ff1b4c655c3f7b4edb8f0</td>\n",
       "      <td>mit license copyright gongxia chen permission ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>31</td>\n",
       "      <td>31</td>\n",
       "      <td>980052d7796e0ebbf14778874487e3bb2822c6e1</td>\n",
       "      <td>copyright permission hereby granted free charg...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>32</td>\n",
       "      <td>32</td>\n",
       "      <td>9800562c8d179ef7927df4b85e57f89e70a96ec0</td>\n",
       "      <td>mit license mit copyright blake irvin permissi...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>33</td>\n",
       "      <td>33</td>\n",
       "      <td>98005b2f23152eb908ecae5ecadea076bf3f6382</td>\n",
       "      <td>bsd clause license copyright thomas maurin rig...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>34</td>\n",
       "      <td>34</td>\n",
       "      <td>98005baa0405fcf0946a19ef47f29b015153f5c1</td>\n",
       "      <td>mit license copyright permission hereby grante...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>35</td>\n",
       "      <td>35</td>\n",
       "      <td>98005ff7b939421051946c7577091d400b804b02</td>\n",
       "      <td>mit license copyright matouš permission hereby...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>36</td>\n",
       "      <td>36</td>\n",
       "      <td>98006468c0c9a1bd558da10868555e9a855ebc0a</td>\n",
       "      <td>mit license copyright antique permission hereb...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>37</td>\n",
       "      <td>37</td>\n",
       "      <td>980067cb841e3419dc38ab3be7fe3416ea3eb9e8</td>\n",
       "      <td>mit license copyright patryk besler permission...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>38</td>\n",
       "      <td>38</td>\n",
       "      <td>98006a3f242c753572ed6957ac64f0976b8924be</td>\n",
       "      <td>bsd clause license copyright amine zyad right ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>39</td>\n",
       "      <td>39</td>\n",
       "      <td>98006d2e9f9725cf301e1a7f86aed117bf3aa486</td>\n",
       "      <td>apache license version january term condition ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>40</td>\n",
       "      <td>40</td>\n",
       "      <td>9800769203a91ef28219353ecc4b8bf2afa82a82</td>\n",
       "      <td>mit license mit copyright connecting kid care ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>41</td>\n",
       "      <td>41</td>\n",
       "      <td>980076a8c452f9cf49e17f9dbd2aab150cb3b7a9</td>\n",
       "      <td>mit license copyright filius patris permission...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>42</td>\n",
       "      <td>42</td>\n",
       "      <td>980077f0acbfaf26dbf26d89ba11503a3d57e21a</td>\n",
       "      <td>mit license copyright coffeedrivendev permissi...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>43</td>\n",
       "      <td>43</td>\n",
       "      <td>98007dfe4aec3268e75d355e56426cc78240846d</td>\n",
       "      <td>mit license mit copyright xaos interactive per...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>44</td>\n",
       "      <td>44</td>\n",
       "      <td>98007eee10f3e528715814f53496ff306161927e</td>\n",
       "      <td>mit license mit copyright permission hereby gr...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>45</td>\n",
       "      <td>45</td>\n",
       "      <td>980086446a569f77228a26b2840deccb87e49d98</td>\n",
       "      <td>mit license copyright permission hereby grante...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>46</td>\n",
       "      <td>46</td>\n",
       "      <td>980089a31c0283ca6b98bf319a9e327bb9b577c7</td>\n",
       "      <td>mixed reality sample mit license copyright mic...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>47</td>\n",
       "      <td>47</td>\n",
       "      <td>980089ba08a2897d98415f0b515b7595f74317f7</td>\n",
       "      <td>mit license copyright julien gaugaz permission...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>48</td>\n",
       "      <td>48</td>\n",
       "      <td>98008e70f6893be7c1bca38e7ee20039653eb483</td>\n",
       "      <td>bsd clause license copyright eijiro shibusawa ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>49</td>\n",
       "      <td>49</td>\n",
       "      <td>9800999d7c34aeefe0da08e13be4f79711a4d354</td>\n",
       "      <td>copyright permission hereby granted free charg...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
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       "\n",
       "                                          description  \n",
       "0   sap sample code license agreement please scrol...  \n",
       "1   mit license copyright isaac avery permission h...  \n",
       "2   gnu general public license version june copyri...  \n",
       "3   mit license copyright permission hereby grante...  \n",
       "4   copyright sondre nilsen permission hereby gran...  \n",
       "5   mit license mit copyright godot engine communi...  \n",
       "6   mit license copyright permission hereby grante...  \n",
       "7   bsd clause simplified license aebl mobile medi...  \n",
       "8   mit license copyright josé antonio covarrubias...  \n",
       "9   mit license mit copyright rudak permission her...  \n",
       "10  mit license copyright brett walach permission ...  \n",
       "11  mit license copyright jordan macdonald permiss...  \n",
       "12  mit license mit copyright aleksey sivokon perm...  \n",
       "13  alp library license version copyright ian mccu...  \n",
       "14  mit license copyright jacobi christ permission...  \n",
       "15  mit license copyright dscyre scotti permission...  \n",
       "16  mit license copyright xrangercy permission her...  \n",
       "17  mit license copyright alex bowen permission he...  \n",
       "18  mit license copyright jarno nijboer permission...  \n",
       "19  mit license copyright permission hereby grante...  \n",
       "20  mit license copyright martin köhler permission...  \n",
       "21  copyright murat aka right reserved redistribut...  \n",
       "22  permission use modify work distribution fine m...  \n",
       "23  mit license copyright permission hereby grante...  \n",
       "24  gnu general public license version june copyri...  \n",
       "25  mit license copyright permission hereby grante...  \n",
       "26  mit license copyright permission hereby grante...  \n",
       "27  mit license mit copyright okinawaterminal perm...  \n",
       "28  mit license copyright rodrigo de frutos permis...  \n",
       "29  mit license copyright permission hereby grante...  \n",
       "30  mit license copyright gongxia chen permission ...  \n",
       "31  copyright permission hereby granted free charg...  \n",
       "32  mit license mit copyright blake irvin permissi...  \n",
       "33  bsd clause license copyright thomas maurin rig...  \n",
       "34  mit license copyright permission hereby grante...  \n",
       "35  mit license copyright matouš permission hereby...  \n",
       "36  mit license copyright antique permission hereb...  \n",
       "37  mit license copyright patryk besler permission...  \n",
       "38  bsd clause license copyright amine zyad right ...  \n",
       "39  apache license version january term condition ...  \n",
       "40  mit license mit copyright connecting kid care ...  \n",
       "41  mit license copyright filius patris permission...  \n",
       "42  mit license copyright coffeedrivendev permissi...  \n",
       "43  mit license mit copyright xaos interactive per...  \n",
       "44  mit license mit copyright permission hereby gr...  \n",
       "45  mit license copyright permission hereby grante...  \n",
       "46  mixed reality sample mit license copyright mic...  \n",
       "47  mit license copyright julien gaugaz permission...  \n",
       "48  bsd clause license copyright eijiro shibusawa ...  \n",
       "49  copyright permission hereby granted free charg...  "
      ]
     },
     "execution_count": 71,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_5M=df_5M.iloc[:50]\n",
    "df_5M"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7ea512be",
   "metadata": {},
   "source": [
    "CORPUS PREPROCESSING"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "id": "2adc2bb9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0    sap sample code license agreement please scrol...\n",
       "1    mit license copyright isaac avery permission h...\n",
       "2    gnu general public license version june copyri...\n",
       "3    mit license copyright permission hereby grante...\n",
       "4    copyright sondre nilsen permission hereby gran...\n",
       "Name: description, dtype: object"
      ]
     },
     "execution_count": 72,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_5M['description']=df_5M['description'].apply(lambda x:re.sub('\\S*@\\S*\\s?','',x))\n",
    "df_5M['description']=df_5M['description'].apply(lambda x:re.sub(r'https?://\\S+|www\\.\\S+', \"\", x))\n",
    "df['description']=df['description'].apply(lambda x:x.lower())\n",
    "#punctuation='!\"#$%&\\'()*+,-./:;<=>?@[\\\\]^_{|}~'\n",
    "df_5M['description']=df_5M['description'].apply(lambda x:\"\".join([i for i in x if i not in punctuation]))\n",
    "df_5M['description']=df_5M['description'].apply(lambda x:re.sub('[0-9]+','',x))\n",
    "df_5M['description']=df_5M['description'].apply(lambda x:re.split(r\"\\s+\",x))\n",
    "# stopword=stopwords.words('english')\n",
    "df_5M['description']=df_5M['description'].apply(lambda x: [i for i in x if i not in stopword])\n",
    "df_5M['description']=df_5M['description'].apply(lambda x:lemmatizer(x))\n",
    "df_5M['description'].head()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d9082576",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "09e48d22",
   "metadata": {},
   "source": [
    "PREDICTING THE LABEL OF OSS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "id": "682934af",
   "metadata": {},
   "outputs": [],
   "source": [
    " X_=vectorizer.fit_transform(df_5M['description'])\n",
    "# x_tfidf_test=tfidf_.fit_transform(word_count_test)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "id": "df847066",
   "metadata": {},
   "outputs": [],
   "source": [
    "predicted=clf.predict(X_)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "id": "34b3a635",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,\n",
       "       1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,\n",
       "       1, 1, 1, 1, 1, 1])"
      ]
     },
     "execution_count": 75,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "predicted"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "id": "4bce091c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "50"
      ]
     },
     "execution_count": 76,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#len(predicted)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "id": "ce723284",
   "metadata": {},
   "outputs": [],
   "source": [
    "df_5M['label']=predicted"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d5f42347",
   "metadata": {},
   "source": [
    "RESULT"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "id": "277889c9",
   "metadata": {},
   "outputs": [
    {
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       "      <td>98000ee70ddc80f7820faaf48f07641bd7ec067c</td>\n",
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       "      <td>980023b5b2ef99bd08f0284a29cc03e209aad00e</td>\n",
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       "    <tr>\n",
       "      <th>13</th>\n",
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       "    <tr>\n",
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       "      <td>980031cdc4de6bae68467c0f0f4ad385eed9e82e</td>\n",
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       "      <td>980038353c2a41344c486660f2b57fff4a30cd0f</td>\n",
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       "      <td>98003f89ab5095a79d7d16cc8122448020da83e9</td>\n",
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       "    <tr>\n",
       "      <th>24</th>\n",
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       "      <td>98004225a2b537131df88de8c5210903bcfc5b89</td>\n",
       "      <td>gnu general public license version june copyri...</td>\n",
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       "      <th>25</th>\n",
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       "      <td>98004383ea29b067c26c6af5ef9e4db1a5ddae5d</td>\n",
       "      <td>mit license copyright permission hereby grante...</td>\n",
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       "    <tr>\n",
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       "      <td>mit license copyright permission hereby grante...</td>\n",
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       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>27</td>\n",
       "      <td>27</td>\n",
       "      <td>98004abc510ef6648a945c9b46eb151b2af19ea3</td>\n",
       "      <td>mit license mit copyright okinawaterminal perm...</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
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       "      <td>98004b216434a2089de8cbbab173091f40db3e48</td>\n",
       "      <td>mit license copyright rodrigo de frutos permis...</td>\n",
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       "    <tr>\n",
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       "      <td>980051d48a0ddba0021ff1b4c655c3f7b4edb8f0</td>\n",
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       "    <tr>\n",
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       "      <td>9800562c8d179ef7927df4b85e57f89e70a96ec0</td>\n",
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       "      <th>33</th>\n",
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       "    <tr>\n",
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       "      <td>98005ff7b939421051946c7577091d400b804b02</td>\n",
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       "    <tr>\n",
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       "    <tr>\n",
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       "      <td>980067cb841e3419dc38ab3be7fe3416ea3eb9e8</td>\n",
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       "    <tr>\n",
       "      <th>38</th>\n",
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       "      <td>98006a3f242c753572ed6957ac64f0976b8924be</td>\n",
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       "    <tr>\n",
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       "      <td>9800769203a91ef28219353ecc4b8bf2afa82a82</td>\n",
       "      <td>mit license mit copyright connecting kid care ...</td>\n",
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       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>41</td>\n",
       "      <td>41</td>\n",
       "      <td>980076a8c452f9cf49e17f9dbd2aab150cb3b7a9</td>\n",
       "      <td>mit license copyright filius patris permission...</td>\n",
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       "    <tr>\n",
       "      <th>42</th>\n",
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       "      <td>980077f0acbfaf26dbf26d89ba11503a3d57e21a</td>\n",
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       "      <th>43</th>\n",
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       "      <td>98007dfe4aec3268e75d355e56426cc78240846d</td>\n",
       "      <td>mit license mit copyright xaos interactive per...</td>\n",
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       "      <th>44</th>\n",
       "      <td>44</td>\n",
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       "      <td>98007eee10f3e528715814f53496ff306161927e</td>\n",
       "      <td>mit license mit copyright permission hereby gr...</td>\n",
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       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>45</td>\n",
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       "      <th>46</th>\n",
       "      <td>46</td>\n",
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       "      <td>980089a31c0283ca6b98bf319a9e327bb9b577c7</td>\n",
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       "      <th>47</th>\n",
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       "      <td>980089ba08a2897d98415f0b515b7595f74317f7</td>\n",
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       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>48</td>\n",
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       "      <td>98008e70f6893be7c1bca38e7ee20039653eb483</td>\n",
       "      <td>bsd clause license copyright eijiro shibusawa ...</td>\n",
       "      <td>1</td>\n",
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       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>49</td>\n",
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       "      <td>9800999d7c34aeefe0da08e13be4f79711a4d354</td>\n",
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       "  </tbody>\n",
       "</table>\n",
       "</div>"
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       "44  mit license mit copyright permission hereby gr...      1  \n",
       "45  mit license copyright permission hereby grante...      1  \n",
       "46  mixed reality sample mit license copyright mic...      1  \n",
       "47  mit license copyright julien gaugaz permission...      1  \n",
       "48  bsd clause license copyright eijiro shibusawa ...      1  \n",
       "49  copyright permission hereby granted free charg...      1  "
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     },
     "execution_count": 78,
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