{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<br></br>\n",
    "# **Konlpy**\n",
    "한글모듈\n",
    "\n",
    "## **1 Tagging**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from konlpy.tag import Twitter\n",
    "twitter = Twitter()\n",
    "twitter.pos('서울R&D캠퍼스 수업자료')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<br></br>\n",
    "## **2 Stemming**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "text = \"워런 버핏은 삼성전자가 아닌 애플주식을 왜 샀을까\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "%%time\n",
    "print(twitter.pos(text, stem= =Quiz= ))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "%%time\n",
    "print(twitter.pos(text))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<br></br>\n",
    "## **3 꼬꼬마, 한나눔**\n",
    "개별 모듈에 따라 다른결과를 출력"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "%%time\n",
    "from konlpy.tag import Kkma\n",
    "kkma = Kkma()\n",
    "print(kkma.pos(text))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "%%time\n",
    "from konlpy.tag import Hannanum\n",
    "han = Hannanum()\n",
    "print(han.pos(text))"
   ]
  }
 ],
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    "version": 3
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   "file_extension": ".py",
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