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   "cell_type": "markdown",
   "source": [
    "# TODO"
   ],
   "metadata": {
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   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "# So far:\n",
    "## WOS\n",
    "- WOS: sample dataset (see query for details) -> only Peoples' Republic of China /to be specified!/ ~11-13.000 initial record\n",
    "- WOS - METRIX merge --> filter for articles indexed by METRIX\n",
    "- Affiliations and Country (from adresses) extraction\n",
    "- Filter for articles with 'foreign collaboration' at least two authors from different regions (EU, CH)\n",
    "- Fuzzy association between Institute and Country (Affiliation - Address (institution) - Adress (Country)\n",
    "## PATSTAT\n",
    "- PATSTAT scope extraction (initial: 2011-2024, has both EU and China /to be specified!/ in appln-person person map --> 'foreign collab'\n",
    "- I love harmonized entities, harmonized even further (sector)\n",
    "- Fetched CPC description data taxonomy, merged with PATSTAT: lost around one percent of the records"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "outputs": [],
   "source": [
    "# Patent classes"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "outputs": [],
   "source": [
    "# AI keywords PATSTAT and WOS"
   ],
   "metadata": {
    "collapsed": false
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "# What I need\n",
    "- List of visuals & tables / in a specified manner/ can be"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  }
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