{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 농사로 API"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# \t//서비스 명\n",
    "# \t//오퍼레이션 명\n",
    "# \toperationName=\"monthNewFdLst\";\n",
    "\n",
    "# \t//XML 받을 URL 생성\n",
    "# \tparameter = \"/\"+serviceName+\"/\"+operationName;\n",
    "# \tparameter += \"?apiKey=\"+ apiKey;\n",
    "# \tparameter += \"&thisYear=\"+thisYear;\n",
    "# \tparameter += \"&thisMonth=\"+thisMonth;\n",
    "\n",
    "# \t//서버와 통신\n",
    "# \tapiUrl = new URL(\"http://api.nongsaro.go.kr/service\"+parameter);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "자연어 분석\n",
    "1. Token\n",
    "1. Sentence\n",
    "1. Weight (Tf-idf, word2vec)\n",
    "1. Grammer (CFG)\n",
    "1. 유사도 분석\n",
    "1. 다양한 단위로 분석 : N-Gram(단어, 음절단위)\n",
    "1. **음절단위 분석** : 객체의 구분 및 유사도 측정\n",
    "1. 딥러닝을 활용한 분석"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "url_api = \"http://api.nongsaro.go.kr/service\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "\"?apiKey\":\"2019050393063BM2CHKBQNDHLZA\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'<?xml version=\"1.0\" encoding=\"UTF-8\"?>\\r\\n<response><header><resultCode>12</resultCode><resultMsg>입력한 인증키는 일시적으로 사용할 수 없거나, 신청하지 않은 서비스를 요청하고 있습니다.</resultMsg><requestParameter><thisMonth>9</thisMonth><thisYear>2019</thisYear></requestParameter></header></response>\\r\\n'"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "url = \"http://api.nongsaro.go.kr/service/monthFd/monthFdYearLst?apiKey=2019050393063BM2CHKBQNDHLZA&thisYear=2019&thisMonth=9\"\n",
    "resp = requests.get(url).text\n",
    "resp"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from konlpy.tag import Mecab"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('안녕', 'NNG'),\n",
       " ('하', 'XSV'),\n",
       " ('세요', 'EP+EF'),\n",
       " ('파이썬', 'NNP'),\n",
       " ('수업', 'NNG'),\n",
       " ('입니다', 'VCP+EC')]"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Mecab().pos(\"안녕하세요 파이썬 수업 입니다\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('삼성전자', 'NNP'),\n",
       " ('파이썬', 'NNP'),\n",
       " ('수업', 'NNG'),\n",
       " ('자료', 'NNG'),\n",
       " ('입니다', 'VCP+EC')]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "text = \"삼성전자 파이썬 수업 자료 입니다\"\n",
    "Mecab().pos(text)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('아침', 'NNG'),\n",
       " ('시간', 'NNG'),\n",
       " ('일어나', 'VV'),\n",
       " ('서', 'EC'),\n",
       " ('운동', 'NNG'),\n",
       " ('을', 'JKO'),\n",
       " ('합니다', 'VV+EC')]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "text = \"아침시간 일어나서 운동을 합니다\"\n",
    "Mecab().pos(text)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "from khaiii import  test_khaiii"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "ename": "TypeError",
     "evalue": "'module' object is not callable",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-9-17c8d0894859>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mtest_khaiii\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"삼성전자\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;31mTypeError\u001b[0m: 'module' object is not callable"
     ]
    }
   ],
   "source": [
    "test_khaiii()."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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