{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "1WqwrHkQU30G"
   },
   "source": [
    "## 1 환경설정"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 143,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 17
    },
    "id": "gsty_JknJLEw",
    "outputId": "443c4d4e-cbda-44e4-c18d-d278439db457"
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<style>.container {width:80% !important;}</style>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from IPython.core.display import display, HTML\n",
    "display(HTML(\"<style>.container {width:80% !important;}</style>\"))\n",
    "%matplotlib inline\n",
    "\n",
    "import pandas as pd\n",
    "import matplotlib as mpl\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "import numpy as np\n",
    "from scipy import stats\n",
    "import warnings\n",
    "import folium\n",
    "import folium.plugins\n",
    "import requests\n",
    "import json\n",
    "import folium.plugins\n",
    "from IPython.display import Image\n",
    "warnings.filterwarnings('ignore')\n",
    "\n",
    "mpl.rcParams['figure.figsize'] = (12,8)  #시각화 figure default 설정\n",
    "mpl.rcParams['font.family'] = 'NanumGothic' #폰트 디폴트 설정\n",
    "mpl.rcParams['font.size'] = 10    #폰트 사이즈 디폴트 설정\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "%config InlineBackend.figure_format='retina' # 그래프 글씨 뚜렷\n",
    "pd.options.display.float_format = '{:.3f}'.format # 넘파이 과학적 표기 제거"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 부산 행정구역 json raw파일(githubcontent)\n",
    "r = requests.get('https://raw.githubusercontent.com/raqoon886/Local_HangJeongDong/master/hangjeongdong_%EB%B6%80%EC%82%B0%EA%B4%91%EC%97%AD%EC%8B%9C.geojson')\n",
    "c = r.content\n",
    "busan_geo = json.loads(c)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "gCQwz0sASSzM"
   },
   "source": [
    "## 2 데이터 분석"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 2.1 부산광역시_지역구별_업종별_소비"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['강서구_업종별_소비.csv',\n",
       " '금정구_업종별_소비.csv',\n",
       " '기장군_업종별_소비.csv',\n",
       " '남구_업종별_소비.csv',\n",
       " '동구_업종별_소비.csv',\n",
       " '동래구_업종별_소비.csv',\n",
       " '부산진구_업종별_소비.csv',\n",
       " '북구_업종별_소비.csv',\n",
       " '사상구_업종별_소비.csv',\n",
       " '사하구_업종별_소비.csv',\n",
       " '서구_업종별_소비.csv',\n",
       " '수영구_업종별_소비.csv',\n",
       " '연제구_업종별_소비.csv',\n",
       " '영도구_업종별_소비.csv',\n",
       " '중구_업종별_소비.csv',\n",
       " '해운대구_업종별_소비.csv']"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import os\n",
    "\n",
    "path = \"./\"\n",
    "file_list = os.listdir(path)\n",
    "csv_list = [file for file in file_list if file.endswith(\".csv\")]\n",
    "csv_list"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "gu_list = [csv.split(\"_\")[0] for csv in csv_list]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\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>대분류</th>\n",
       "      <th>중분류</th>\n",
       "      <th>대분류 지출액</th>\n",
       "      <th>대분류 지출액 비율</th>\n",
       "      <th>중분류 지출액</th>\n",
       "      <th>중분류 지출액 비율</th>\n",
       "      <th>지역구</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>여가서비스업</td>\n",
       "      <td>골프장</td>\n",
       "      <td>6829341</td>\n",
       "      <td>4</td>\n",
       "      <td>5439373</td>\n",
       "      <td>80</td>\n",
       "      <td>강서구</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>쇼핑업</td>\n",
       "      <td>관광기념품</td>\n",
       "      <td>39264712</td>\n",
       "      <td>22</td>\n",
       "      <td>11973</td>\n",
       "      <td>0</td>\n",
       "      <td>강서구</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>여가서비스업</td>\n",
       "      <td>관광유원시설</td>\n",
       "      <td>6829341</td>\n",
       "      <td>4</td>\n",
       "      <td>40997</td>\n",
       "      <td>1</td>\n",
       "      <td>강서구</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>여가서비스업</td>\n",
       "      <td>기타레저</td>\n",
       "      <td>6829341</td>\n",
       "      <td>4</td>\n",
       "      <td>736423</td>\n",
       "      <td>11</td>\n",
       "      <td>강서구</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>숙박업</td>\n",
       "      <td>기타숙박</td>\n",
       "      <td>2453944</td>\n",
       "      <td>1</td>\n",
       "      <td>2452058</td>\n",
       "      <td>100</td>\n",
       "      <td>강서구</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>여행업</td>\n",
       "      <td>여행업</td>\n",
       "      <td>106961</td>\n",
       "      <td>0</td>\n",
       "      <td>106961</td>\n",
       "      <td>100</td>\n",
       "      <td>해운대구</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>운송업</td>\n",
       "      <td>육상운송</td>\n",
       "      <td>2542213</td>\n",
       "      <td>0</td>\n",
       "      <td>547</td>\n",
       "      <td>0</td>\n",
       "      <td>해운대구</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>숙박업</td>\n",
       "      <td>캠핑장/펜션</td>\n",
       "      <td>58896679</td>\n",
       "      <td>9</td>\n",
       "      <td>12386</td>\n",
       "      <td>0</td>\n",
       "      <td>해운대구</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>숙박업</td>\n",
       "      <td>콘도</td>\n",
       "      <td>58896679</td>\n",
       "      <td>9</td>\n",
       "      <td>2593067</td>\n",
       "      <td>4</td>\n",
       "      <td>해운대구</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>숙박업</td>\n",
       "      <td>호텔</td>\n",
       "      <td>58896679</td>\n",
       "      <td>9</td>\n",
       "      <td>39661413</td>\n",
       "      <td>67</td>\n",
       "      <td>해운대구</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>224 rows × 7 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       대분류     중분류  대분류 지출액  대분류 지출액 비율  중분류 지출액  중분류 지출액 비율   지역구\n",
       "0   여가서비스업     골프장  6829341           4  5439373          80   강서구\n",
       "1      쇼핑업   관광기념품 39264712          22    11973           0   강서구\n",
       "2   여가서비스업  관광유원시설  6829341           4    40997           1   강서구\n",
       "3   여가서비스업    기타레저  6829341           4   736423          11   강서구\n",
       "4      숙박업    기타숙박  2453944           1  2452058         100   강서구\n",
       "..     ...     ...      ...         ...      ...         ...   ...\n",
       "12     여행업     여행업   106961           0   106961         100  해운대구\n",
       "13     운송업    육상운송  2542213           0      547           0  해운대구\n",
       "14     숙박업  캠핑장/펜션 58896679           9    12386           0  해운대구\n",
       "15     숙박업      콘도 58896679           9  2593067           4  해운대구\n",
       "16     숙박업      호텔 58896679           9 39661413          67  해운대구\n",
       "\n",
       "[224 rows x 7 columns]"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_gu = pd.DataFrame()\n",
    "\n",
    "for gu, csv in zip(gu_list, csv_list):\n",
    "    df = pd.read_csv(csv, encoding = \"cp949\")\n",
    "    df[\"지역구\"] = gu\n",
    "    df_gu = df_gu.append(df)\n",
    "    \n",
    "df_gu"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 115,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_gu.to_csv(\"부산광역시_지역구별_대분류중분류_지출액.csv\", index = False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_category = pd.DataFrame(df_gu.groupby([\"대분류\"])[\"대분류 지출액\"].sum())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_subcategory = pd.DataFrame(df_gu.groupby([\"대분류\", \"중분류\"])[\"중분류 지출액\"].sum())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\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>대분류 지출액</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>대분류</th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>쇼핑업</th>\n",
       "      <td>4517477214</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>숙박업</th>\n",
       "      <td>464258351</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>식음료업</th>\n",
       "      <td>1417281899</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>여가서비스업</th>\n",
       "      <td>478652488</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>여행업</th>\n",
       "      <td>1484189</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>운송업</th>\n",
       "      <td>153697065</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "          대분류 지출액\n",
       "대분류              \n",
       "쇼핑업    4517477214\n",
       "숙박업     464258351\n",
       "식음료업   1417281899\n",
       "여가서비스업  478652488\n",
       "여행업       1484189\n",
       "운송업     153697065"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_category"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 139,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot:xlabel='대분류,중분류'>"
      ]
     },
     "execution_count": 139,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 623,
       "width": 710
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "df_subcategory.sort_values(by = \"중분류 지출액\", ascending = False).plot.bar()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 568,
       "width": 856
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "pd.DataFrame(df_gu.groupby([\"지역구\"])[\"대분류 지출액\"].sum()).sort_values(by = \"대분류 지출액\", ascending = False).plot.bar(rot = 30)\n",
    "plt.title(\"<부산시 지역구별 소비 지출액 (내국인 지출액(BC+신한))>\", fontsize = 15)\n",
    "plt.tight_layout()\n",
    "plt.savefig(\"부산시 지역구별 소비 지출액\", dpi = 1000)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 123,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_gu_ct = pd.crosstab(index = df_gu[\"지역구\"], \n",
    "                       columns = df_gu[\"중분류\"],\n",
    "                       values = df_gu[\"중분류 지출액\"], \n",
    "                       aggfunc = \"sum\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 141,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "지역구\n",
       "강서구    180859689\n",
       "금정구    116058905\n",
       "기장군    370923358\n",
       "남구      96229414\n",
       "동구      94883696\n",
       "동래구    172124359\n",
       "부산진구   400177395\n",
       "북구     196859964\n",
       "사상구    112087464\n",
       "사하구     80440952\n",
       "서구      46517420\n",
       "수영구    160724027\n",
       "연제구    146718272\n",
       "영도구     36067436\n",
       "중구     173680036\n",
       "해운대구   638052088\n",
       "Name: 중분류 지출액, dtype: float64"
      ]
     },
     "execution_count": 141,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_gu.groupby(\"지역구\")[\"중분류 지출액\"].sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 140,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "지역구\n",
       "강서구    180859689\n",
       "금정구    116058905\n",
       "기장군    370923358\n",
       "남구      96229414\n",
       "동구      94883696\n",
       "동래구    172124359\n",
       "부산진구   400177395\n",
       "북구     196859964\n",
       "사상구    112087464\n",
       "사하구     80440952\n",
       "서구      46517420\n",
       "수영구    160724027\n",
       "연제구    146718272\n",
       "영도구     36067436\n",
       "중구     173680036\n",
       "해운대구   638052088\n",
       "dtype: float64"
      ]
     },
     "execution_count": 140,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_gu_ct.sum(axis = 1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 151,
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "df_gu_ct = df_gu_ct.div(df_gu_ct.sum(axis = 1), axis =0)\n",
    "df_gu_ct = df_gu_ct * 100"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 157,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1152x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 569,
       "width": 1030
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize =(16, 8))\n",
    "sns.heatmap(df_gu_ct,  \n",
    "            annot = True,\n",
    "            fmt = \".2f\",\n",
    "            cmap = \"OrRd\")\n",
    "plt.title(\"<부산시 지역구별 중분류별 지출비중(%)>\", fontsize = 17, fontweight = \"bold\")\n",
    "plt.tight_layout()\n",
    "plt.savefig(\"부산시 지역구별 중분류별 지출비중(%)\", dpi = 500)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "---"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_subcategory_gu = df_gu.groupby([\"지역구\", \"중분류\"])[\"중분류 지출액\"].sum().reset_index()\n",
    "df_subcategory_gu = df_subcategory_gu[df_subcategory_gu[\"중분류\"] == \"대형쇼핑몰\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\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>지역구</th>\n",
       "      <th>대분류 지출액</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>해운대구</td>\n",
       "      <td>1992987423</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>부산진구</td>\n",
       "      <td>964878868</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>기장군</td>\n",
       "      <td>927827815</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>북구</td>\n",
       "      <td>493989820</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>중구</td>\n",
       "      <td>401164770</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>강서구</td>\n",
       "      <td>393345910</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>동래구</td>\n",
       "      <td>308912855</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>연제구</td>\n",
       "      <td>278759750</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>수영구</td>\n",
       "      <td>231823514</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>금정구</td>\n",
       "      <td>214862507</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>사상구</td>\n",
       "      <td>209333878</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>동구</td>\n",
       "      <td>192826826</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>남구</td>\n",
       "      <td>168696129</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>사하구</td>\n",
       "      <td>132990385</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>서구</td>\n",
       "      <td>68158050</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>영도구</td>\n",
       "      <td>52292706</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     지역구    대분류 지출액\n",
       "15  해운대구 1992987423\n",
       "6   부산진구  964878868\n",
       "2    기장군  927827815\n",
       "7     북구  493989820\n",
       "14    중구  401164770\n",
       "0    강서구  393345910\n",
       "5    동래구  308912855\n",
       "12   연제구  278759750\n",
       "11   수영구  231823514\n",
       "1    금정구  214862507\n",
       "8    사상구  209333878\n",
       "4     동구  192826826\n",
       "3     남구  168696129\n",
       "9    사하구  132990385\n",
       "10    서구   68158050\n",
       "13   영도구   52292706"
      ]
     },
     "execution_count": 84,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_category_gu = df_gu.groupby(\"지역구\")['대분류 지출액'].sum().reset_index().sort_values(by = \"대분류 지출액\", ascending = False)\n",
    "df_category_gu"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {},
   "outputs": [],
   "source": [
    "x_list = list(df_category_gu[\"지역구\"].values)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 114,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 423,
       "width": 1073
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# sns.set_theme(style=\"whitegrid\")\n",
    "\n",
    "# Initialize the matplotlib figure\n",
    "f, ax = plt.subplots(figsize=(15, 6))\n",
    "\n",
    "# Plot the total crashes\n",
    "sns.set_color_codes(\"pastel\")\n",
    "sns.barplot(x=\"지역구\", y=\"대분류 지출액\", data=df_category_gu,\n",
    "            label=\"지역구별 총 소비지출액\", color=\"b\")\n",
    "\n",
    "# Plot the crashes where alcohol was involved\n",
    "sns.set_color_codes(\"muted\")\n",
    "sns.barplot(x=\"지역구\", y=\"중분류 지출액\", data=df_subcategory_gu,\n",
    "            label=\"대형쇼핑몰 소비지출액\", color=\"b\", order = x_list)\n",
    "\n",
    "# Add a legend and informative axis label\n",
    "ax.legend(ncol=2, loc=\"upper right\", frameon=True, fontsize = 15)\n",
    "ax.set(ylabel=\"지출액(천원)\",\n",
    "       xlabel=\"지역구\")\n",
    "\n",
    "sns.despine(left=True, bottom=True)\n",
    "\n",
    "plt.title(\"<부산시 지역구별 총 소비지출 및 대형쇼핑몰 지출액(내국인 지출액(BC+신한))>\", fontsize = 20, fontweight = \"bold\")\n",
    "plt.tight_layout()\n",
    "plt.savefig(\"부산시 지역구별 총 소비지출 및 대형쇼핑몰 지출액\", dpi = 800)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "colab": {
   "provenance": [],
   "toc_visible": true
  },
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.8"
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  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
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   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {
    "height": "calc(100% - 180px)",
    "left": "10px",
    "top": "150px",
    "width": "165px"
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   "toc_section_display": true,
   "toc_window_display": true
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}