지하철_승하차_인원_분석.ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/tylee33/DLforFinance/blob/master/%E1%84%8C%E1%85%B5%E1%84%92%E1%85%A1%E1%84%8E%E1%85%A5%E1%86%AF_%E1%84%89%E1%85%B3%E1%86%BC%E1%84%92%E1%85%A1%E1%84%8E%E1%85%A1_%E1%84%8B%E1%85%B5%E1%86%AB%E1%84%8B%E1%85%AF%E1%86%AB_%E1%84%87%E1%85%AE%E1%86%AB%E1%84%89%E1%85%A5%E1%86%A8.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "bdf72296-98eb-4dd2-a14e-5f26cc5ee3e7",
      "metadata": {
        "id": "bdf72296-98eb-4dd2-a14e-5f26cc5ee3e7"
      },
      "source": [
        "## 지하철 승하차 인원 분석"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "13868dee-b151-42cb-88a5-c37c6683a348",
      "metadata": {
        "id": "13868dee-b151-42cb-88a5-c37c6683a348"
      },
      "source": [
        "### Data Link 서울시 지하철 호선별 승하차 인원 정보 데이터\n",
        "### http://data.seoul.go.kr/dataList/OA-12252/S/1/datasetView.do"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "24894705-3875-46b5-92c9-3a47a8d96403",
      "metadata": {
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        "outputId": "91d38074-2cfc-4a12-b898-2342e3421681"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "<class 'pandas.core.frame.DataFrame'>\n",
            "RangeIndex: 59408 entries, 0 to 59407\n",
            "Data columns (total 52 columns):\n",
            " #   Column        Non-Null Count  Dtype \n",
            "---  ------        --------------  ----- \n",
            " 0   사용월           59408 non-null  int64 \n",
            " 1   호선명           59408 non-null  object\n",
            " 2   지하철역          59408 non-null  object\n",
            " 3   04시-05시 승차인원  59408 non-null  int64 \n",
            " 4   04시-05시 하차인원  59408 non-null  int64 \n",
            " 5   05시-06시 승차인원  59408 non-null  int64 \n",
            " 6   05시-06시 하차인원  59408 non-null  int64 \n",
            " 7   06시-07시 승차인원  59408 non-null  int64 \n",
            " 8   06시-07시 하차인원  59408 non-null  int64 \n",
            " 9   07시-08시 승차인원  59408 non-null  int64 \n",
            " 10  07시-08시 하차인원  59408 non-null  int64 \n",
            " 11  08시-09시 승차인원  59408 non-null  int64 \n",
            " 12  08시-09시 하차인원  59408 non-null  int64 \n",
            " 13  09시-10시 승차인원  59408 non-null  int64 \n",
            " 14  09시-10시 하차인원  59408 non-null  int64 \n",
            " 15  10시-11시 승차인원  59408 non-null  int64 \n",
            " 16  10시-11시 하차인원  59408 non-null  int64 \n",
            " 17  11시-12시 승차인원  59408 non-null  int64 \n",
            " 18  11시-12시 하차인원  59408 non-null  int64 \n",
            " 19  12시-13시 승차인원  59408 non-null  int64 \n",
            " 20  12시-13시 하차인원  59408 non-null  int64 \n",
            " 21  13시-14시 승차인원  59408 non-null  int64 \n",
            " 22  13시-14시 하차인원  59408 non-null  int64 \n",
            " 23  14시-15시 승차인원  59408 non-null  int64 \n",
            " 24  14시-15시 하차인원  59408 non-null  int64 \n",
            " 25  15시-16시 승차인원  59408 non-null  int64 \n",
            " 26  15시-16시 하차인원  59408 non-null  int64 \n",
            " 27  16시-17시 승차인원  59408 non-null  int64 \n",
            " 28  16시-17시 하차인원  59408 non-null  int64 \n",
            " 29  17시-18시 승차인원  59408 non-null  int64 \n",
            " 30  17시-18시 하차인원  59408 non-null  int64 \n",
            " 31  18시-19시 승차인원  59408 non-null  int64 \n",
            " 32  18시-19시 하차인원  59408 non-null  int64 \n",
            " 33  19시-20시 승차인원  59408 non-null  int64 \n",
            " 34  19시-20시 하차인원  59408 non-null  int64 \n",
            " 35  20시-21시 승차인원  59408 non-null  int64 \n",
            " 36  20시-21시 하차인원  59408 non-null  int64 \n",
            " 37  21시-22시 승차인원  59408 non-null  int64 \n",
            " 38  21시-22시 하차인원  59408 non-null  int64 \n",
            " 39  22시-23시 승차인원  59408 non-null  int64 \n",
            " 40  22시-23시 하차인원  59408 non-null  int64 \n",
            " 41  23시-24시 승차인원  59408 non-null  int64 \n",
            " 42  23시-24시 하차인원  59408 non-null  int64 \n",
            " 43  00시-01시 승차인원  59408 non-null  int64 \n",
            " 44  00시-01시 하차인원  59408 non-null  int64 \n",
            " 45  01시-02시 승차인원  59408 non-null  int64 \n",
            " 46  01시-02시 하차인원  59408 non-null  int64 \n",
            " 47  02시-03시 승차인원  59408 non-null  int64 \n",
            " 48  02시-03시 하차인원  59408 non-null  int64 \n",
            " 49  03시-04시 승차인원  59408 non-null  int64 \n",
            " 50  03시-04시 하차인원  59408 non-null  int64 \n",
            " 51  작업일자          59408 non-null  int64 \n",
            "dtypes: int64(50), object(2)\n",
            "memory usage: 23.6+ MB\n"
          ]
        },
        {
          "data": {
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              "589"
            ]
          },
          "execution_count": 2,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "import numpy as np\n",
        "import pandas as pd\n",
        "import matplotlib.pyplot as plt\n",
        "\n",
        "metro_all = pd.read_csv(\"./서울시 지하철 호선별 역별 시간대별 승하차 인원 정보.csv\", encoding='cp949')\n",
        "\n",
        "metro_all.head()\n",
        "\n",
        "metro_all.info()\n",
        "\n",
        "sorted(list(set(metro_all['사용월'])))\n",
        "\n",
        "sorted(list(set(metro_all['호선명'])))\n",
        "\n",
        "sorted(list(set(metro_all['지하철역'])))\n",
        "\n",
        "len(list(set(metro_all['지하철역'])))"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "b48e3959-ae8a-4bbb-a44e-d7685a48f5bb",
      "metadata": {
        "id": "b48e3959-ae8a-4bbb-a44e-d7685a48f5bb",
        "outputId": "4508ce44-8a04-4998-9891-89eab2497e06"
      },
      "outputs": [
        {
          "data": {
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              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>사용월</th>\n",
              "      <th>호선명</th>\n",
              "      <th>지하철역</th>\n",
              "      <th>04시-05시 승차인원</th>\n",
              "      <th>04시-05시 하차인원</th>\n",
              "      <th>05시-06시 승차인원</th>\n",
              "      <th>05시-06시 하차인원</th>\n",
              "      <th>06시-07시 승차인원</th>\n",
              "      <th>06시-07시 하차인원</th>\n",
              "      <th>07시-08시 승차인원</th>\n",
              "      <th>...</th>\n",
              "      <th>23시-24시 하차인원</th>\n",
              "      <th>00시-01시 승차인원</th>\n",
              "      <th>00시-01시 하차인원</th>\n",
              "      <th>01시-02시 승차인원</th>\n",
              "      <th>01시-02시 하차인원</th>\n",
              "      <th>02시-03시 승차인원</th>\n",
              "      <th>02시-03시 하차인원</th>\n",
              "      <th>03시-04시 승차인원</th>\n",
              "      <th>03시-04시 하차인원</th>\n",
              "      <th>작업일자</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>14070</th>\n",
              "      <td>202106</td>\n",
              "      <td>1호선</td>\n",
              "      <td>동대문</td>\n",
              "      <td>715</td>\n",
              "      <td>14</td>\n",
              "      <td>13235</td>\n",
              "      <td>2131</td>\n",
              "      <td>8936</td>\n",
              "      <td>6979</td>\n",
              "      <td>14776</td>\n",
              "      <td>...</td>\n",
              "      <td>8211</td>\n",
              "      <td>16</td>\n",
              "      <td>1434</td>\n",
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              "      <td>0</td>\n",
              "      <td>0</td>\n",
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              "      <td>0</td>\n",
              "      <td>20210703</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14071</th>\n",
              "      <td>202106</td>\n",
              "      <td>1호선</td>\n",
              "      <td>동묘앞</td>\n",
              "      <td>51</td>\n",
              "      <td>1</td>\n",
              "      <td>3218</td>\n",
              "      <td>1100</td>\n",
              "      <td>3422</td>\n",
              "      <td>4802</td>\n",
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              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>20210703</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14072</th>\n",
              "      <td>202106</td>\n",
              "      <td>1호선</td>\n",
              "      <td>서울역</td>\n",
              "      <td>654</td>\n",
              "      <td>17</td>\n",
              "      <td>9008</td>\n",
              "      <td>6400</td>\n",
              "      <td>12474</td>\n",
              "      <td>37203</td>\n",
              "      <td>37253</td>\n",
              "      <td>...</td>\n",
              "      <td>8024</td>\n",
              "      <td>30</td>\n",
              "      <td>637</td>\n",
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              "      <td>20210703</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14073</th>\n",
              "      <td>202106</td>\n",
              "      <td>1호선</td>\n",
              "      <td>시청</td>\n",
              "      <td>37</td>\n",
              "      <td>0</td>\n",
              "      <td>1881</td>\n",
              "      <td>4340</td>\n",
              "      <td>2948</td>\n",
              "      <td>21443</td>\n",
              "      <td>6280</td>\n",
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              "      <td>1485</td>\n",
              "      <td>3</td>\n",
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              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>20210703</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14074</th>\n",
              "      <td>202106</td>\n",
              "      <td>1호선</td>\n",
              "      <td>신설동</td>\n",
              "      <td>343</td>\n",
              "      <td>3</td>\n",
              "      <td>8150</td>\n",
              "      <td>3192</td>\n",
              "      <td>8131</td>\n",
              "      <td>10929</td>\n",
              "      <td>17021</td>\n",
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              "      <td>5451</td>\n",
              "      <td>10</td>\n",
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              "      <th>...</th>\n",
              "      <td>...</td>\n",
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              "      <td>...</td>\n",
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              "      <td>...</td>\n",
              "      <td>...</td>\n",
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              "    <tr>\n",
              "      <th>14673</th>\n",
              "      <td>202106</td>\n",
              "      <td>중앙선</td>\n",
              "      <td>원덕</td>\n",
              "      <td>47</td>\n",
              "      <td>1</td>\n",
              "      <td>350</td>\n",
              "      <td>7</td>\n",
              "      <td>653</td>\n",
              "      <td>225</td>\n",
              "      <td>882</td>\n",
              "      <td>...</td>\n",
              "      <td>219</td>\n",
              "      <td>1</td>\n",
              "      <td>61</td>\n",
              "      <td>0</td>\n",
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              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>20210703</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14674</th>\n",
              "      <td>202106</td>\n",
              "      <td>중앙선</td>\n",
              "      <td>중랑</td>\n",
              "      <td>160</td>\n",
              "      <td>1</td>\n",
              "      <td>6077</td>\n",
              "      <td>564</td>\n",
              "      <td>9670</td>\n",
              "      <td>2216</td>\n",
              "      <td>22839</td>\n",
              "      <td>...</td>\n",
              "      <td>4161</td>\n",
              "      <td>9</td>\n",
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              "      <td>0</td>\n",
              "      <td>20210703</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14675</th>\n",
              "      <td>202106</td>\n",
              "      <td>중앙선</td>\n",
              "      <td>지평</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
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              "      <td>1</td>\n",
              "      <td>0</td>\n",
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              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>20210703</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14676</th>\n",
              "      <td>202106</td>\n",
              "      <td>중앙선</td>\n",
              "      <td>팔당</td>\n",
              "      <td>2</td>\n",
              "      <td>1</td>\n",
              "      <td>267</td>\n",
              "      <td>132</td>\n",
              "      <td>722</td>\n",
              "      <td>675</td>\n",
              "      <td>1546</td>\n",
              "      <td>...</td>\n",
              "      <td>251</td>\n",
              "      <td>0</td>\n",
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              "      <td>20210703</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14677</th>\n",
              "      <td>202106</td>\n",
              "      <td>중앙선</td>\n",
              "      <td>회기</td>\n",
              "      <td>819</td>\n",
              "      <td>8</td>\n",
              "      <td>12044</td>\n",
              "      <td>3526</td>\n",
              "      <td>20777</td>\n",
              "      <td>11468</td>\n",
              "      <td>55410</td>\n",
              "      <td>...</td>\n",
              "      <td>19484</td>\n",
              "      <td>116</td>\n",
              "      <td>2332</td>\n",
              "      <td>0</td>\n",
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              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>20210703</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>608 rows × 52 columns</p>\n",
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            ],
            "text/plain": [
              "          사용월  호선명 지하철역  04시-05시 승차인원  04시-05시 하차인원  05시-06시 승차인원  \\\n",
              "14070  202106  1호선  동대문           715            14         13235   \n",
              "14071  202106  1호선  동묘앞            51             1          3218   \n",
              "14072  202106  1호선  서울역           654            17          9008   \n",
              "14073  202106  1호선   시청            37             0          1881   \n",
              "14074  202106  1호선  신설동           343             3          8150   \n",
              "...       ...  ...  ...           ...           ...           ...   \n",
              "14673  202106  중앙선   원덕            47             1           350   \n",
              "14674  202106  중앙선   중랑           160             1          6077   \n",
              "14675  202106  중앙선   지평             0             0             0   \n",
              "14676  202106  중앙선   팔당             2             1           267   \n",
              "14677  202106  중앙선   회기           819             8         12044   \n",
              "\n",
              "       05시-06시 하차인원  06시-07시 승차인원  06시-07시 하차인원  07시-08시 승차인원  ...  \\\n",
              "14070          2131          8936          6979         14776  ...   \n",
              "14071          1100          3422          4802          5896  ...   \n",
              "14072          6400         12474         37203         37253  ...   \n",
              "14073          4340          2948         21443          6280  ...   \n",
              "14074          3192          8131         10929         17021  ...   \n",
              "...             ...           ...           ...           ...  ...   \n",
              "14673             7           653           225           882  ...   \n",
              "14674           564          9670          2216         22839  ...   \n",
              "14675             0             1             0           377  ...   \n",
              "14676           132           722           675          1546  ...   \n",
              "14677          3526         20777         11468         55410  ...   \n",
              "\n",
              "       23시-24시 하차인원  00시-01시 승차인원  00시-01시 하차인원  01시-02시 승차인원  01시-02시 하차인원  \\\n",
              "14070          8211            16          1434             1             1   \n",
              "14071          2589             4          1348             0             0   \n",
              "14072          8024            30           637             0             1   \n",
              "14073          1485             3            92             0             0   \n",
              "14074          5451            10           449             0             0   \n",
              "...             ...           ...           ...           ...           ...   \n",
              "14673           219             1            61             0             0   \n",
              "14674          4161             9           273             0             0   \n",
              "14675             0             0             0             0             0   \n",
              "14676           251             0             0             0             0   \n",
              "14677         19484           116          2332             0             0   \n",
              "\n",
              "       02시-03시 승차인원  02시-03시 하차인원  03시-04시 승차인원  03시-04시 하차인원      작업일자  \n",
              "14070             0             0             0             0  20210703  \n",
              "14071             0             0             0             0  20210703  \n",
              "14072             0             0             0             0  20210703  \n",
              "14073             0             0             0             0  20210703  \n",
              "14074             0             0             0             0  20210703  \n",
              "...             ...           ...           ...           ...       ...  \n",
              "14673             0             0             0             0  20210703  \n",
              "14674             0             0             0             0  20210703  \n",
              "14675             0             0             0             0  20210703  \n",
              "14676             0             0             0             0  20210703  \n",
              "14677             0             0             0             0  20210703  \n",
              "\n",
              "[608 rows x 52 columns]"
            ]
          },
          "execution_count": 3,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "# 2021년 6월 총 승객수만 추출\n",
        "metro_recent = metro_all[metro_all['사용월']==202106]\n",
        "metro_recent"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "a3d1e152-9838-41c3-b908-15270fb98078",
      "metadata": {
        "id": "a3d1e152-9838-41c3-b908-15270fb98078",
        "outputId": "fe508dfb-ecd1-4223-deee-96c2ba0884fd"
      },
      "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>사용월</th>\n",
              "      <th>호선명</th>\n",
              "      <th>지하철역</th>\n",
              "      <th>04시-05시 승차인원</th>\n",
              "      <th>04시-05시 하차인원</th>\n",
              "      <th>05시-06시 승차인원</th>\n",
              "      <th>05시-06시 하차인원</th>\n",
              "      <th>06시-07시 승차인원</th>\n",
              "      <th>06시-07시 하차인원</th>\n",
              "      <th>07시-08시 승차인원</th>\n",
              "      <th>...</th>\n",
              "      <th>23시-24시 승차인원</th>\n",
              "      <th>23시-24시 하차인원</th>\n",
              "      <th>00시-01시 승차인원</th>\n",
              "      <th>00시-01시 하차인원</th>\n",
              "      <th>01시-02시 승차인원</th>\n",
              "      <th>01시-02시 하차인원</th>\n",
              "      <th>02시-03시 승차인원</th>\n",
              "      <th>02시-03시 하차인원</th>\n",
              "      <th>03시-04시 승차인원</th>\n",
              "      <th>03시-04시 하차인원</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>14070</th>\n",
              "      <td>202106</td>\n",
              "      <td>1호선</td>\n",
              "      <td>동대문</td>\n",
              "      <td>715</td>\n",
              "      <td>14</td>\n",
              "      <td>13235</td>\n",
              "      <td>2131</td>\n",
              "      <td>8936</td>\n",
              "      <td>6979</td>\n",
              "      <td>14776</td>\n",
              "      <td>...</td>\n",
              "      <td>2811</td>\n",
              "      <td>8211</td>\n",
              "      <td>16</td>\n",
              "      <td>1434</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14071</th>\n",
              "      <td>202106</td>\n",
              "      <td>1호선</td>\n",
              "      <td>동묘앞</td>\n",
              "      <td>51</td>\n",
              "      <td>1</td>\n",
              "      <td>3218</td>\n",
              "      <td>1100</td>\n",
              "      <td>3422</td>\n",
              "      <td>4802</td>\n",
              "      <td>5896</td>\n",
              "      <td>...</td>\n",
              "      <td>1035</td>\n",
              "      <td>2589</td>\n",
              "      <td>4</td>\n",
              "      <td>1348</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14072</th>\n",
              "      <td>202106</td>\n",
              "      <td>1호선</td>\n",
              "      <td>서울역</td>\n",
              "      <td>654</td>\n",
              "      <td>17</td>\n",
              "      <td>9008</td>\n",
              "      <td>6400</td>\n",
              "      <td>12474</td>\n",
              "      <td>37203</td>\n",
              "      <td>37253</td>\n",
              "      <td>...</td>\n",
              "      <td>11581</td>\n",
              "      <td>8024</td>\n",
              "      <td>30</td>\n",
              "      <td>637</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14073</th>\n",
              "      <td>202106</td>\n",
              "      <td>1호선</td>\n",
              "      <td>시청</td>\n",
              "      <td>37</td>\n",
              "      <td>0</td>\n",
              "      <td>1881</td>\n",
              "      <td>4340</td>\n",
              "      <td>2948</td>\n",
              "      <td>21443</td>\n",
              "      <td>6280</td>\n",
              "      <td>...</td>\n",
              "      <td>4390</td>\n",
              "      <td>1485</td>\n",
              "      <td>3</td>\n",
              "      <td>92</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14074</th>\n",
              "      <td>202106</td>\n",
              "      <td>1호선</td>\n",
              "      <td>신설동</td>\n",
              "      <td>343</td>\n",
              "      <td>3</td>\n",
              "      <td>8150</td>\n",
              "      <td>3192</td>\n",
              "      <td>8131</td>\n",
              "      <td>10929</td>\n",
              "      <td>17021</td>\n",
              "      <td>...</td>\n",
              "      <td>1952</td>\n",
              "      <td>5451</td>\n",
              "      <td>10</td>\n",
              "      <td>449</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</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",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\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>14673</th>\n",
              "      <td>202106</td>\n",
              "      <td>중앙선</td>\n",
              "      <td>원덕</td>\n",
              "      <td>47</td>\n",
              "      <td>1</td>\n",
              "      <td>350</td>\n",
              "      <td>7</td>\n",
              "      <td>653</td>\n",
              "      <td>225</td>\n",
              "      <td>882</td>\n",
              "      <td>...</td>\n",
              "      <td>2</td>\n",
              "      <td>219</td>\n",
              "      <td>1</td>\n",
              "      <td>61</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14674</th>\n",
              "      <td>202106</td>\n",
              "      <td>중앙선</td>\n",
              "      <td>중랑</td>\n",
              "      <td>160</td>\n",
              "      <td>1</td>\n",
              "      <td>6077</td>\n",
              "      <td>564</td>\n",
              "      <td>9670</td>\n",
              "      <td>2216</td>\n",
              "      <td>22839</td>\n",
              "      <td>...</td>\n",
              "      <td>640</td>\n",
              "      <td>4161</td>\n",
              "      <td>9</td>\n",
              "      <td>273</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14675</th>\n",
              "      <td>202106</td>\n",
              "      <td>중앙선</td>\n",
              "      <td>지평</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>377</td>\n",
              "      <td>...</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14676</th>\n",
              "      <td>202106</td>\n",
              "      <td>중앙선</td>\n",
              "      <td>팔당</td>\n",
              "      <td>2</td>\n",
              "      <td>1</td>\n",
              "      <td>267</td>\n",
              "      <td>132</td>\n",
              "      <td>722</td>\n",
              "      <td>675</td>\n",
              "      <td>1546</td>\n",
              "      <td>...</td>\n",
              "      <td>178</td>\n",
              "      <td>251</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14677</th>\n",
              "      <td>202106</td>\n",
              "      <td>중앙선</td>\n",
              "      <td>회기</td>\n",
              "      <td>819</td>\n",
              "      <td>8</td>\n",
              "      <td>12044</td>\n",
              "      <td>3526</td>\n",
              "      <td>20777</td>\n",
              "      <td>11468</td>\n",
              "      <td>55410</td>\n",
              "      <td>...</td>\n",
              "      <td>5865</td>\n",
              "      <td>19484</td>\n",
              "      <td>116</td>\n",
              "      <td>2332</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>608 rows × 51 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "          사용월  호선명 지하철역  04시-05시 승차인원  04시-05시 하차인원  05시-06시 승차인원  \\\n",
              "14070  202106  1호선  동대문           715            14         13235   \n",
              "14071  202106  1호선  동묘앞            51             1          3218   \n",
              "14072  202106  1호선  서울역           654            17          9008   \n",
              "14073  202106  1호선   시청            37             0          1881   \n",
              "14074  202106  1호선  신설동           343             3          8150   \n",
              "...       ...  ...  ...           ...           ...           ...   \n",
              "14673  202106  중앙선   원덕            47             1           350   \n",
              "14674  202106  중앙선   중랑           160             1          6077   \n",
              "14675  202106  중앙선   지평             0             0             0   \n",
              "14676  202106  중앙선   팔당             2             1           267   \n",
              "14677  202106  중앙선   회기           819             8         12044   \n",
              "\n",
              "       05시-06시 하차인원  06시-07시 승차인원  06시-07시 하차인원  07시-08시 승차인원  ...  \\\n",
              "14070          2131          8936          6979         14776  ...   \n",
              "14071          1100          3422          4802          5896  ...   \n",
              "14072          6400         12474         37203         37253  ...   \n",
              "14073          4340          2948         21443          6280  ...   \n",
              "14074          3192          8131         10929         17021  ...   \n",
              "...             ...           ...           ...           ...  ...   \n",
              "14673             7           653           225           882  ...   \n",
              "14674           564          9670          2216         22839  ...   \n",
              "14675             0             1             0           377  ...   \n",
              "14676           132           722           675          1546  ...   \n",
              "14677          3526         20777         11468         55410  ...   \n",
              "\n",
              "       23시-24시 승차인원  23시-24시 하차인원  00시-01시 승차인원  00시-01시 하차인원  01시-02시 승차인원  \\\n",
              "14070          2811          8211            16          1434             1   \n",
              "14071          1035          2589             4          1348             0   \n",
              "14072         11581          8024            30           637             0   \n",
              "14073          4390          1485             3            92             0   \n",
              "14074          1952          5451            10           449             0   \n",
              "...             ...           ...           ...           ...           ...   \n",
              "14673             2           219             1            61             0   \n",
              "14674           640          4161             9           273             0   \n",
              "14675             0             0             0             0             0   \n",
              "14676           178           251             0             0             0   \n",
              "14677          5865         19484           116          2332             0   \n",
              "\n",
              "       01시-02시 하차인원  02시-03시 승차인원  02시-03시 하차인원  03시-04시 승차인원  03시-04시 하차인원  \n",
              "14070             1             0             0             0             0  \n",
              "14071             0             0             0             0             0  \n",
              "14072             1             0             0             0             0  \n",
              "14073             0             0             0             0             0  \n",
              "14074             0             0             0             0             0  \n",
              "...             ...           ...           ...           ...           ...  \n",
              "14673             0             0             0             0             0  \n",
              "14674             0             0             0             0             0  \n",
              "14675             0             0             0             0             0  \n",
              "14676             0             0             0             0             0  \n",
              "14677             0             0             0             0             0  \n",
              "\n",
              "[608 rows x 51 columns]"
            ]
          },
          "execution_count": 4,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "# 불필요한 작업일자 컬럼 제거\n",
        "metro_recent = metro_recent.drop(columns={'작업일자'})\n",
        "metro_recent"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "a228283c-8c56-48fa-b22f-2ed74a9c2cc5",
      "metadata": {
        "id": "a228283c-8c56-48fa-b22f-2ed74a9c2cc5"
      },
      "source": [
        "## 데이터 시각화"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "e5b6fa00-4c44-417a-9439-449c7a684554",
      "metadata": {
        "id": "e5b6fa00-4c44-417a-9439-449c7a684554"
      },
      "outputs": [],
      "source": [
        "# 한글 폰트 적용\n",
        "from matplotlib import font_manager, rc\n",
        "rc('font', family='AppleGothic')\n",
        "\n",
        "plt.rcParams['axes.unicode_minus'] = False"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "b966507e-af22-4a53-abe1-2ea4b10e1ebf",
      "metadata": {
        "id": "b966507e-af22-4a53-abe1-2ea4b10e1ebf",
        "outputId": "a3036828-a89f-45c2-d9af-d60ccedcb878"
      },
      "outputs": [
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "/var/folders/rf/xczzxbyd4p3ffh0_wcsz20xr0000gn/T/ipykernel_44885/3749098970.py:1: FutureWarning: The default value of numeric_only in DataFrameGroupBy.mean is deprecated. In a future version, numeric_only will default to False. Either specify numeric_only or select only columns which should be valid for the function.\n",
            "  metro_line = metro_recent.groupby(['호선명']).mean().reset_index()\n"
          ]
        },
        {
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            "text/plain": [
              "<Figure size 2000x1000 with 1 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "metro_line = metro_recent.groupby(['호선명']).mean().reset_index()\n",
        "\n",
        "metro_line = metro_line.drop(columns='사용월').set_index('호선명')\n",
        "\n",
        "metro_line = metro_line.mean(axis=1).sort_values(ascending=False)\n",
        "\n",
        "plt.figure(figsize=(20,10))\n",
        "metro_line.plot(kind=('bar'))\n",
        "plt.show()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "7ffec073-610b-4026-b72a-5babc9ff331a",
      "metadata": {
        "id": "7ffec073-610b-4026-b72a-5babc9ff331a",
        "outputId": "7a955740-4e68-4273-f430-55944ea07703"
      },
      "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>호선명</th>\n",
              "      <th>지하철역</th>\n",
              "      <th>사용월</th>\n",
              "      <th>04시-05시 승차인원</th>\n",
              "      <th>04시-05시 하차인원</th>\n",
              "      <th>05시-06시 승차인원</th>\n",
              "      <th>05시-06시 하차인원</th>\n",
              "      <th>06시-07시 승차인원</th>\n",
              "      <th>06시-07시 하차인원</th>\n",
              "      <th>07시-08시 승차인원</th>\n",
              "      <th>...</th>\n",
              "      <th>23시-24시 승차인원</th>\n",
              "      <th>23시-24시 하차인원</th>\n",
              "      <th>00시-01시 승차인원</th>\n",
              "      <th>00시-01시 하차인원</th>\n",
              "      <th>01시-02시 승차인원</th>\n",
              "      <th>01시-02시 하차인원</th>\n",
              "      <th>02시-03시 승차인원</th>\n",
              "      <th>02시-03시 하차인원</th>\n",
              "      <th>03시-04시 승차인원</th>\n",
              "      <th>03시-04시 하차인원</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>2호선</td>\n",
              "      <td>강남</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>68.0</td>\n",
              "      <td>5.0</td>\n",
              "      <td>5634.0</td>\n",
              "      <td>10898.0</td>\n",
              "      <td>15798.0</td>\n",
              "      <td>49800.0</td>\n",
              "      <td>37686.0</td>\n",
              "      <td>...</td>\n",
              "      <td>27475.0</td>\n",
              "      <td>13686.0</td>\n",
              "      <td>7.0</td>\n",
              "      <td>5.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>2호선</td>\n",
              "      <td>강변(동서울터미널)</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>18.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>8295.0</td>\n",
              "      <td>2136.0</td>\n",
              "      <td>27343.0</td>\n",
              "      <td>21465.0</td>\n",
              "      <td>77995.0</td>\n",
              "      <td>...</td>\n",
              "      <td>5206.0</td>\n",
              "      <td>14835.0</td>\n",
              "      <td>4.0</td>\n",
              "      <td>403.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>2호선</td>\n",
              "      <td>건대입구</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>176.0</td>\n",
              "      <td>7.0</td>\n",
              "      <td>14205.0</td>\n",
              "      <td>2139.0</td>\n",
              "      <td>20389.0</td>\n",
              "      <td>19701.0</td>\n",
              "      <td>52326.0</td>\n",
              "      <td>...</td>\n",
              "      <td>11703.0</td>\n",
              "      <td>22174.0</td>\n",
              "      <td>15.0</td>\n",
              "      <td>2442.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>2호선</td>\n",
              "      <td>교대(법원.검찰청)</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>18.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>2366.0</td>\n",
              "      <td>6923.0</td>\n",
              "      <td>11842.0</td>\n",
              "      <td>25344.0</td>\n",
              "      <td>24154.0</td>\n",
              "      <td>...</td>\n",
              "      <td>7841.0</td>\n",
              "      <td>8012.0</td>\n",
              "      <td>3.0</td>\n",
              "      <td>55.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>2호선</td>\n",
              "      <td>구로디지털단지</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>285.0</td>\n",
              "      <td>6.0</td>\n",
              "      <td>40159.0</td>\n",
              "      <td>5663.0</td>\n",
              "      <td>52880.0</td>\n",
              "      <td>22522.0</td>\n",
              "      <td>134048.0</td>\n",
              "      <td>...</td>\n",
              "      <td>7902.0</td>\n",
              "      <td>36652.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>34.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>2호선</td>\n",
              "      <td>구의(광진구청)</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>50.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>13662.0</td>\n",
              "      <td>1149.0</td>\n",
              "      <td>25627.0</td>\n",
              "      <td>9640.0</td>\n",
              "      <td>66711.0</td>\n",
              "      <td>...</td>\n",
              "      <td>4342.0</td>\n",
              "      <td>16515.0</td>\n",
              "      <td>6.0</td>\n",
              "      <td>1038.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>2호선</td>\n",
              "      <td>낙성대(강감찬)</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>56.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>11657.0</td>\n",
              "      <td>1942.0</td>\n",
              "      <td>26007.0</td>\n",
              "      <td>8488.0</td>\n",
              "      <td>77510.0</td>\n",
              "      <td>...</td>\n",
              "      <td>4231.0</td>\n",
              "      <td>22418.0</td>\n",
              "      <td>6.0</td>\n",
              "      <td>1409.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>2호선</td>\n",
              "      <td>당산</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>44.0</td>\n",
              "      <td>4.0</td>\n",
              "      <td>6576.0</td>\n",
              "      <td>3109.0</td>\n",
              "      <td>17276.0</td>\n",
              "      <td>12432.0</td>\n",
              "      <td>45774.0</td>\n",
              "      <td>...</td>\n",
              "      <td>4488.0</td>\n",
              "      <td>13350.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>205.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>2호선</td>\n",
              "      <td>대림(구로구청)</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>412.0</td>\n",
              "      <td>20.0</td>\n",
              "      <td>34772.0</td>\n",
              "      <td>3267.0</td>\n",
              "      <td>29903.0</td>\n",
              "      <td>11601.0</td>\n",
              "      <td>65255.0</td>\n",
              "      <td>...</td>\n",
              "      <td>3662.0</td>\n",
              "      <td>17529.0</td>\n",
              "      <td>2.0</td>\n",
              "      <td>305.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>2호선</td>\n",
              "      <td>도림천</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>263.0</td>\n",
              "      <td>320.0</td>\n",
              "      <td>1272.0</td>\n",
              "      <td>833.0</td>\n",
              "      <td>3182.0</td>\n",
              "      <td>...</td>\n",
              "      <td>151.0</td>\n",
              "      <td>669.0</td>\n",
              "      <td>3.0</td>\n",
              "      <td>50.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>20</th>\n",
              "      <td>2호선</td>\n",
              "      <td>동대문역사문화공원(DDP)</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>334.0</td>\n",
              "      <td>5.0</td>\n",
              "      <td>6338.0</td>\n",
              "      <td>1096.0</td>\n",
              "      <td>4462.0</td>\n",
              "      <td>7728.0</td>\n",
              "      <td>6190.0</td>\n",
              "      <td>...</td>\n",
              "      <td>4046.0</td>\n",
              "      <td>5848.0</td>\n",
              "      <td>3.0</td>\n",
              "      <td>362.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>21</th>\n",
              "      <td>2호선</td>\n",
              "      <td>뚝섬</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>25.0</td>\n",
              "      <td>11.0</td>\n",
              "      <td>3481.0</td>\n",
              "      <td>2219.0</td>\n",
              "      <td>7841.0</td>\n",
              "      <td>14766.0</td>\n",
              "      <td>18702.0</td>\n",
              "      <td>...</td>\n",
              "      <td>4086.0</td>\n",
              "      <td>5431.0</td>\n",
              "      <td>4.0</td>\n",
              "      <td>60.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>22</th>\n",
              "      <td>2호선</td>\n",
              "      <td>문래</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>12.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>3750.0</td>\n",
              "      <td>2246.0</td>\n",
              "      <td>13425.0</td>\n",
              "      <td>10424.0</td>\n",
              "      <td>42587.0</td>\n",
              "      <td>...</td>\n",
              "      <td>3860.0</td>\n",
              "      <td>7474.0</td>\n",
              "      <td>3.0</td>\n",
              "      <td>212.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>23</th>\n",
              "      <td>2호선</td>\n",
              "      <td>방배</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>3.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>2771.0</td>\n",
              "      <td>3143.0</td>\n",
              "      <td>9266.0</td>\n",
              "      <td>14236.0</td>\n",
              "      <td>23001.0</td>\n",
              "      <td>...</td>\n",
              "      <td>3448.0</td>\n",
              "      <td>6320.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>23.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>2.0</td>\n",
              "      <td>2.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>24</th>\n",
              "      <td>2호선</td>\n",
              "      <td>봉천</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>49.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>15809.0</td>\n",
              "      <td>1588.0</td>\n",
              "      <td>28936.0</td>\n",
              "      <td>7349.0</td>\n",
              "      <td>80452.0</td>\n",
              "      <td>...</td>\n",
              "      <td>2650.0</td>\n",
              "      <td>18540.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>216.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>25</th>\n",
              "      <td>2호선</td>\n",
              "      <td>사당</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>93.0</td>\n",
              "      <td>3.0</td>\n",
              "      <td>11914.0</td>\n",
              "      <td>3608.0</td>\n",
              "      <td>25142.0</td>\n",
              "      <td>27176.0</td>\n",
              "      <td>71046.0</td>\n",
              "      <td>...</td>\n",
              "      <td>11040.0</td>\n",
              "      <td>25121.0</td>\n",
              "      <td>5.0</td>\n",
              "      <td>1427.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>26</th>\n",
              "      <td>2호선</td>\n",
              "      <td>삼성(무역센터)</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>144.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>4308.0</td>\n",
              "      <td>5060.0</td>\n",
              "      <td>6824.0</td>\n",
              "      <td>39509.0</td>\n",
              "      <td>14275.0</td>\n",
              "      <td>...</td>\n",
              "      <td>8571.0</td>\n",
              "      <td>4721.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>1992.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>27</th>\n",
              "      <td>2호선</td>\n",
              "      <td>상왕십리</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>84.0</td>\n",
              "      <td>8.0</td>\n",
              "      <td>5331.0</td>\n",
              "      <td>539.0</td>\n",
              "      <td>13243.0</td>\n",
              "      <td>5660.0</td>\n",
              "      <td>38398.0</td>\n",
              "      <td>...</td>\n",
              "      <td>1724.0</td>\n",
              "      <td>9274.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>28</th>\n",
              "      <td>2호선</td>\n",
              "      <td>서울대입구(관악구청)</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>3862.0</td>\n",
              "      <td>12.0</td>\n",
              "      <td>28844.0</td>\n",
              "      <td>2372.0</td>\n",
              "      <td>43374.0</td>\n",
              "      <td>13516.0</td>\n",
              "      <td>126268.0</td>\n",
              "      <td>...</td>\n",
              "      <td>9108.0</td>\n",
              "      <td>35233.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>7332.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>29</th>\n",
              "      <td>2호선</td>\n",
              "      <td>서초</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>41.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1254.0</td>\n",
              "      <td>4470.0</td>\n",
              "      <td>7429.0</td>\n",
              "      <td>19853.0</td>\n",
              "      <td>14833.0</td>\n",
              "      <td>...</td>\n",
              "      <td>4234.0</td>\n",
              "      <td>3479.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>30</th>\n",
              "      <td>2호선</td>\n",
              "      <td>선릉</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>24.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>3627.0</td>\n",
              "      <td>6383.0</td>\n",
              "      <td>10025.0</td>\n",
              "      <td>38339.0</td>\n",
              "      <td>20170.0</td>\n",
              "      <td>...</td>\n",
              "      <td>11296.0</td>\n",
              "      <td>6674.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>98.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>31</th>\n",
              "      <td>2호선</td>\n",
              "      <td>성수</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>67.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>5404.0</td>\n",
              "      <td>3807.0</td>\n",
              "      <td>9234.0</td>\n",
              "      <td>27616.0</td>\n",
              "      <td>22648.0</td>\n",
              "      <td>...</td>\n",
              "      <td>5474.0</td>\n",
              "      <td>8790.0</td>\n",
              "      <td>5.0</td>\n",
              "      <td>2237.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>32</th>\n",
              "      <td>2호선</td>\n",
              "      <td>시청</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>14.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>842.0</td>\n",
              "      <td>1763.0</td>\n",
              "      <td>1860.0</td>\n",
              "      <td>14975.0</td>\n",
              "      <td>4613.0</td>\n",
              "      <td>...</td>\n",
              "      <td>3207.0</td>\n",
              "      <td>1524.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>59.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>33</th>\n",
              "      <td>2호선</td>\n",
              "      <td>신답</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>4.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1052.0</td>\n",
              "      <td>100.0</td>\n",
              "      <td>1755.0</td>\n",
              "      <td>487.0</td>\n",
              "      <td>6550.0</td>\n",
              "      <td>...</td>\n",
              "      <td>87.0</td>\n",
              "      <td>1709.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>9.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>34</th>\n",
              "      <td>2호선</td>\n",
              "      <td>신당</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>24.0</td>\n",
              "      <td>9.0</td>\n",
              "      <td>6188.0</td>\n",
              "      <td>1100.0</td>\n",
              "      <td>11533.0</td>\n",
              "      <td>8661.0</td>\n",
              "      <td>26362.0</td>\n",
              "      <td>...</td>\n",
              "      <td>2756.0</td>\n",
              "      <td>7887.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>77.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>35</th>\n",
              "      <td>2호선</td>\n",
              "      <td>신대방</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>181.0</td>\n",
              "      <td>7.0</td>\n",
              "      <td>26149.0</td>\n",
              "      <td>1891.0</td>\n",
              "      <td>36950.0</td>\n",
              "      <td>8715.0</td>\n",
              "      <td>88550.0</td>\n",
              "      <td>...</td>\n",
              "      <td>2900.0</td>\n",
              "      <td>27266.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>4.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>36</th>\n",
              "      <td>2호선</td>\n",
              "      <td>신도림</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>3713.0</td>\n",
              "      <td>15.0</td>\n",
              "      <td>35758.0</td>\n",
              "      <td>4839.0</td>\n",
              "      <td>49765.0</td>\n",
              "      <td>17439.0</td>\n",
              "      <td>131054.0</td>\n",
              "      <td>...</td>\n",
              "      <td>9603.0</td>\n",
              "      <td>34253.0</td>\n",
              "      <td>22.0</td>\n",
              "      <td>7289.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>37</th>\n",
              "      <td>2호선</td>\n",
              "      <td>신림</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>237.0</td>\n",
              "      <td>12.0</td>\n",
              "      <td>40109.0</td>\n",
              "      <td>3706.0</td>\n",
              "      <td>75790.0</td>\n",
              "      <td>19644.0</td>\n",
              "      <td>203625.0</td>\n",
              "      <td>...</td>\n",
              "      <td>10139.0</td>\n",
              "      <td>63466.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>69.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>38</th>\n",
              "      <td>2호선</td>\n",
              "      <td>신설동</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>35.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>1067.0</td>\n",
              "      <td>383.0</td>\n",
              "      <td>1310.0</td>\n",
              "      <td>2273.0</td>\n",
              "      <td>3601.0</td>\n",
              "      <td>...</td>\n",
              "      <td>397.0</td>\n",
              "      <td>1208.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>239.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>39</th>\n",
              "      <td>2호선</td>\n",
              "      <td>신정네거리</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>39.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>8271.0</td>\n",
              "      <td>942.0</td>\n",
              "      <td>16971.0</td>\n",
              "      <td>3727.0</td>\n",
              "      <td>49959.0</td>\n",
              "      <td>...</td>\n",
              "      <td>816.0</td>\n",
              "      <td>9131.0</td>\n",
              "      <td>4.0</td>\n",
              "      <td>477.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>40</th>\n",
              "      <td>2호선</td>\n",
              "      <td>신촌</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>45.0</td>\n",
              "      <td>5.0</td>\n",
              "      <td>5155.0</td>\n",
              "      <td>2658.0</td>\n",
              "      <td>12632.0</td>\n",
              "      <td>16932.0</td>\n",
              "      <td>32080.0</td>\n",
              "      <td>...</td>\n",
              "      <td>11498.0</td>\n",
              "      <td>13593.0</td>\n",
              "      <td>2.0</td>\n",
              "      <td>34.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>41</th>\n",
              "      <td>2호선</td>\n",
              "      <td>아현</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>13.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>4278.0</td>\n",
              "      <td>1123.0</td>\n",
              "      <td>10960.0</td>\n",
              "      <td>8038.0</td>\n",
              "      <td>27259.0</td>\n",
              "      <td>...</td>\n",
              "      <td>1332.0</td>\n",
              "      <td>6768.0</td>\n",
              "      <td>4.0</td>\n",
              "      <td>23.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>42</th>\n",
              "      <td>2호선</td>\n",
              "      <td>양천구청</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>11.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>4885.0</td>\n",
              "      <td>828.0</td>\n",
              "      <td>11068.0</td>\n",
              "      <td>2304.0</td>\n",
              "      <td>32319.0</td>\n",
              "      <td>...</td>\n",
              "      <td>625.0</td>\n",
              "      <td>7028.0</td>\n",
              "      <td>3.0</td>\n",
              "      <td>505.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>43</th>\n",
              "      <td>2호선</td>\n",
              "      <td>역삼</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>27.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>3419.0</td>\n",
              "      <td>7400.0</td>\n",
              "      <td>8075.0</td>\n",
              "      <td>38631.0</td>\n",
              "      <td>14314.0</td>\n",
              "      <td>...</td>\n",
              "      <td>10586.0</td>\n",
              "      <td>6779.0</td>\n",
              "      <td>2.0</td>\n",
              "      <td>2.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>44</th>\n",
              "      <td>2호선</td>\n",
              "      <td>영등포구청</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>27.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>5705.0</td>\n",
              "      <td>2986.0</td>\n",
              "      <td>12736.0</td>\n",
              "      <td>14512.0</td>\n",
              "      <td>40313.0</td>\n",
              "      <td>...</td>\n",
              "      <td>3850.0</td>\n",
              "      <td>9464.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>244.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>45</th>\n",
              "      <td>2호선</td>\n",
              "      <td>왕십리(성동구청)</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>874.0</td>\n",
              "      <td>2.0</td>\n",
              "      <td>6955.0</td>\n",
              "      <td>837.0</td>\n",
              "      <td>9989.0</td>\n",
              "      <td>5418.0</td>\n",
              "      <td>25284.0</td>\n",
              "      <td>...</td>\n",
              "      <td>4941.0</td>\n",
              "      <td>8312.0</td>\n",
              "      <td>11.0</td>\n",
              "      <td>78.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>46</th>\n",
              "      <td>2호선</td>\n",
              "      <td>용답</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>13.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>2624.0</td>\n",
              "      <td>225.0</td>\n",
              "      <td>3290.0</td>\n",
              "      <td>862.0</td>\n",
              "      <td>7516.0</td>\n",
              "      <td>...</td>\n",
              "      <td>339.0</td>\n",
              "      <td>2488.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>2.0</td>\n",
              "      <td>2.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>47</th>\n",
              "      <td>2호선</td>\n",
              "      <td>용두(동대문구청)</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>32.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>1176.0</td>\n",
              "      <td>182.0</td>\n",
              "      <td>1555.0</td>\n",
              "      <td>963.0</td>\n",
              "      <td>4701.0</td>\n",
              "      <td>...</td>\n",
              "      <td>191.0</td>\n",
              "      <td>1244.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>19.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>48</th>\n",
              "      <td>2호선</td>\n",
              "      <td>을지로3가</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>9.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>911.0</td>\n",
              "      <td>1683.0</td>\n",
              "      <td>1978.0</td>\n",
              "      <td>18284.0</td>\n",
              "      <td>5137.0</td>\n",
              "      <td>...</td>\n",
              "      <td>5310.0</td>\n",
              "      <td>1908.0</td>\n",
              "      <td>2.0</td>\n",
              "      <td>179.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>49</th>\n",
              "      <td>2호선</td>\n",
              "      <td>을지로4가</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>5.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>945.0</td>\n",
              "      <td>1253.0</td>\n",
              "      <td>1506.0</td>\n",
              "      <td>13007.0</td>\n",
              "      <td>3094.0</td>\n",
              "      <td>...</td>\n",
              "      <td>2086.0</td>\n",
              "      <td>1294.0</td>\n",
              "      <td>2.0</td>\n",
              "      <td>108.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>50</th>\n",
              "      <td>2호선</td>\n",
              "      <td>을지로입구</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>64.0</td>\n",
              "      <td>3.0</td>\n",
              "      <td>1704.0</td>\n",
              "      <td>2012.0</td>\n",
              "      <td>2899.0</td>\n",
              "      <td>28884.0</td>\n",
              "      <td>7675.0</td>\n",
              "      <td>...</td>\n",
              "      <td>6249.0</td>\n",
              "      <td>3586.0</td>\n",
              "      <td>4.0</td>\n",
              "      <td>1586.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>51</th>\n",
              "      <td>2호선</td>\n",
              "      <td>이대</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>42.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>2869.0</td>\n",
              "      <td>937.0</td>\n",
              "      <td>7826.0</td>\n",
              "      <td>8410.0</td>\n",
              "      <td>22937.0</td>\n",
              "      <td>...</td>\n",
              "      <td>3166.0</td>\n",
              "      <td>8622.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>27.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>52</th>\n",
              "      <td>2호선</td>\n",
              "      <td>잠실(송파구청)</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>80.0</td>\n",
              "      <td>19.0</td>\n",
              "      <td>11325.0</td>\n",
              "      <td>4508.0</td>\n",
              "      <td>45211.0</td>\n",
              "      <td>39865.0</td>\n",
              "      <td>109926.0</td>\n",
              "      <td>...</td>\n",
              "      <td>15197.0</td>\n",
              "      <td>29413.0</td>\n",
              "      <td>13.0</td>\n",
              "      <td>289.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>53</th>\n",
              "      <td>2호선</td>\n",
              "      <td>잠실나루</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>9.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>3088.0</td>\n",
              "      <td>1655.0</td>\n",
              "      <td>11574.0</td>\n",
              "      <td>10219.0</td>\n",
              "      <td>37939.0</td>\n",
              "      <td>...</td>\n",
              "      <td>1718.0</td>\n",
              "      <td>6679.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>72.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>54</th>\n",
              "      <td>2호선</td>\n",
              "      <td>잠실새내</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>12.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>4403.0</td>\n",
              "      <td>791.0</td>\n",
              "      <td>15911.0</td>\n",
              "      <td>9133.0</td>\n",
              "      <td>52908.0</td>\n",
              "      <td>...</td>\n",
              "      <td>5624.0</td>\n",
              "      <td>10336.0</td>\n",
              "      <td>8.0</td>\n",
              "      <td>678.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>55</th>\n",
              "      <td>2호선</td>\n",
              "      <td>종합운동장</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>4.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>1606.0</td>\n",
              "      <td>835.0</td>\n",
              "      <td>5673.0</td>\n",
              "      <td>6966.0</td>\n",
              "      <td>16237.0</td>\n",
              "      <td>...</td>\n",
              "      <td>1367.0</td>\n",
              "      <td>3913.0</td>\n",
              "      <td>3.0</td>\n",
              "      <td>274.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>56</th>\n",
              "      <td>2호선</td>\n",
              "      <td>충정로(경기대입구)</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>40.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>2996.0</td>\n",
              "      <td>988.0</td>\n",
              "      <td>6449.0</td>\n",
              "      <td>5980.0</td>\n",
              "      <td>15546.0</td>\n",
              "      <td>...</td>\n",
              "      <td>1326.0</td>\n",
              "      <td>4264.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>81.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>57</th>\n",
              "      <td>2호선</td>\n",
              "      <td>한양대</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>10.0</td>\n",
              "      <td>3.0</td>\n",
              "      <td>976.0</td>\n",
              "      <td>230.0</td>\n",
              "      <td>2194.0</td>\n",
              "      <td>5599.0</td>\n",
              "      <td>4958.0</td>\n",
              "      <td>...</td>\n",
              "      <td>3269.0</td>\n",
              "      <td>2364.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>4.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>58</th>\n",
              "      <td>2호선</td>\n",
              "      <td>합정</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>47.0</td>\n",
              "      <td>2.0</td>\n",
              "      <td>7414.0</td>\n",
              "      <td>2808.0</td>\n",
              "      <td>17437.0</td>\n",
              "      <td>15301.0</td>\n",
              "      <td>43598.0</td>\n",
              "      <td>...</td>\n",
              "      <td>11881.0</td>\n",
              "      <td>14074.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>527.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>59</th>\n",
              "      <td>2호선</td>\n",
              "      <td>홍대입구</td>\n",
              "      <td>202106.0</td>\n",
              "      <td>258.0</td>\n",
              "      <td>10.0</td>\n",
              "      <td>11271.0</td>\n",
              "      <td>2975.0</td>\n",
              "      <td>20930.0</td>\n",
              "      <td>14080.0</td>\n",
              "      <td>56687.0</td>\n",
              "      <td>...</td>\n",
              "      <td>25242.0</td>\n",
              "      <td>22255.0</td>\n",
              "      <td>124.0</td>\n",
              "      <td>2378.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>50 rows × 51 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "    호선명            지하철역       사용월  04시-05시 승차인원  04시-05시 하차인원  05시-06시 승차인원  \\\n",
              "10  2호선              강남  202106.0          68.0           5.0        5634.0   \n",
              "11  2호선      강변(동서울터미널)  202106.0          18.0           0.0        8295.0   \n",
              "12  2호선            건대입구  202106.0         176.0           7.0       14205.0   \n",
              "13  2호선      교대(법원.검찰청)  202106.0          18.0           1.0        2366.0   \n",
              "14  2호선         구로디지털단지  202106.0         285.0           6.0       40159.0   \n",
              "15  2호선        구의(광진구청)  202106.0          50.0           1.0       13662.0   \n",
              "16  2호선        낙성대(강감찬)  202106.0          56.0           0.0       11657.0   \n",
              "17  2호선              당산  202106.0          44.0           4.0        6576.0   \n",
              "18  2호선        대림(구로구청)  202106.0         412.0          20.0       34772.0   \n",
              "19  2호선             도림천  202106.0           0.0           0.0         263.0   \n",
              "20  2호선  동대문역사문화공원(DDP)  202106.0         334.0           5.0        6338.0   \n",
              "21  2호선              뚝섬  202106.0          25.0          11.0        3481.0   \n",
              "22  2호선              문래  202106.0          12.0           0.0        3750.0   \n",
              "23  2호선              방배  202106.0           3.0           1.0        2771.0   \n",
              "24  2호선              봉천  202106.0          49.0           0.0       15809.0   \n",
              "25  2호선              사당  202106.0          93.0           3.0       11914.0   \n",
              "26  2호선        삼성(무역센터)  202106.0         144.0           0.0        4308.0   \n",
              "27  2호선            상왕십리  202106.0          84.0           8.0        5331.0   \n",
              "28  2호선     서울대입구(관악구청)  202106.0        3862.0          12.0       28844.0   \n",
              "29  2호선              서초  202106.0          41.0           1.0        1254.0   \n",
              "30  2호선              선릉  202106.0          24.0           0.0        3627.0   \n",
              "31  2호선              성수  202106.0          67.0           0.0        5404.0   \n",
              "32  2호선              시청  202106.0          14.0           1.0         842.0   \n",
              "33  2호선              신답  202106.0           4.0           1.0        1052.0   \n",
              "34  2호선              신당  202106.0          24.0           9.0        6188.0   \n",
              "35  2호선             신대방  202106.0         181.0           7.0       26149.0   \n",
              "36  2호선             신도림  202106.0        3713.0          15.0       35758.0   \n",
              "37  2호선              신림  202106.0         237.0          12.0       40109.0   \n",
              "38  2호선             신설동  202106.0          35.0           0.0        1067.0   \n",
              "39  2호선           신정네거리  202106.0          39.0           0.0        8271.0   \n",
              "40  2호선              신촌  202106.0          45.0           5.0        5155.0   \n",
              "41  2호선              아현  202106.0          13.0           0.0        4278.0   \n",
              "42  2호선            양천구청  202106.0          11.0           0.0        4885.0   \n",
              "43  2호선              역삼  202106.0          27.0           0.0        3419.0   \n",
              "44  2호선           영등포구청  202106.0          27.0           0.0        5705.0   \n",
              "45  2호선       왕십리(성동구청)  202106.0         874.0           2.0        6955.0   \n",
              "46  2호선              용답  202106.0          13.0           1.0        2624.0   \n",
              "47  2호선       용두(동대문구청)  202106.0          32.0           0.0        1176.0   \n",
              "48  2호선           을지로3가  202106.0           9.0           1.0         911.0   \n",
              "49  2호선           을지로4가  202106.0           5.0           0.0         945.0   \n",
              "50  2호선           을지로입구  202106.0          64.0           3.0        1704.0   \n",
              "51  2호선              이대  202106.0          42.0           0.0        2869.0   \n",
              "52  2호선        잠실(송파구청)  202106.0          80.0          19.0       11325.0   \n",
              "53  2호선            잠실나루  202106.0           9.0           0.0        3088.0   \n",
              "54  2호선            잠실새내  202106.0          12.0           0.0        4403.0   \n",
              "55  2호선           종합운동장  202106.0           4.0           0.0        1606.0   \n",
              "56  2호선      충정로(경기대입구)  202106.0          40.0           1.0        2996.0   \n",
              "57  2호선             한양대  202106.0          10.0           3.0         976.0   \n",
              "58  2호선              합정  202106.0          47.0           2.0        7414.0   \n",
              "59  2호선            홍대입구  202106.0         258.0          10.0       11271.0   \n",
              "\n",
              "    05시-06시 하차인원  06시-07시 승차인원  06시-07시 하차인원  07시-08시 승차인원  ...  23시-24시 승차인원  \\\n",
              "10       10898.0       15798.0       49800.0       37686.0  ...       27475.0   \n",
              "11        2136.0       27343.0       21465.0       77995.0  ...        5206.0   \n",
              "12        2139.0       20389.0       19701.0       52326.0  ...       11703.0   \n",
              "13        6923.0       11842.0       25344.0       24154.0  ...        7841.0   \n",
              "14        5663.0       52880.0       22522.0      134048.0  ...        7902.0   \n",
              "15        1149.0       25627.0        9640.0       66711.0  ...        4342.0   \n",
              "16        1942.0       26007.0        8488.0       77510.0  ...        4231.0   \n",
              "17        3109.0       17276.0       12432.0       45774.0  ...        4488.0   \n",
              "18        3267.0       29903.0       11601.0       65255.0  ...        3662.0   \n",
              "19         320.0        1272.0         833.0        3182.0  ...         151.0   \n",
              "20        1096.0        4462.0        7728.0        6190.0  ...        4046.0   \n",
              "21        2219.0        7841.0       14766.0       18702.0  ...        4086.0   \n",
              "22        2246.0       13425.0       10424.0       42587.0  ...        3860.0   \n",
              "23        3143.0        9266.0       14236.0       23001.0  ...        3448.0   \n",
              "24        1588.0       28936.0        7349.0       80452.0  ...        2650.0   \n",
              "25        3608.0       25142.0       27176.0       71046.0  ...       11040.0   \n",
              "26        5060.0        6824.0       39509.0       14275.0  ...        8571.0   \n",
              "27         539.0       13243.0        5660.0       38398.0  ...        1724.0   \n",
              "28        2372.0       43374.0       13516.0      126268.0  ...        9108.0   \n",
              "29        4470.0        7429.0       19853.0       14833.0  ...        4234.0   \n",
              "30        6383.0       10025.0       38339.0       20170.0  ...       11296.0   \n",
              "31        3807.0        9234.0       27616.0       22648.0  ...        5474.0   \n",
              "32        1763.0        1860.0       14975.0        4613.0  ...        3207.0   \n",
              "33         100.0        1755.0         487.0        6550.0  ...          87.0   \n",
              "34        1100.0       11533.0        8661.0       26362.0  ...        2756.0   \n",
              "35        1891.0       36950.0        8715.0       88550.0  ...        2900.0   \n",
              "36        4839.0       49765.0       17439.0      131054.0  ...        9603.0   \n",
              "37        3706.0       75790.0       19644.0      203625.0  ...       10139.0   \n",
              "38         383.0        1310.0        2273.0        3601.0  ...         397.0   \n",
              "39         942.0       16971.0        3727.0       49959.0  ...         816.0   \n",
              "40        2658.0       12632.0       16932.0       32080.0  ...       11498.0   \n",
              "41        1123.0       10960.0        8038.0       27259.0  ...        1332.0   \n",
              "42         828.0       11068.0        2304.0       32319.0  ...         625.0   \n",
              "43        7400.0        8075.0       38631.0       14314.0  ...       10586.0   \n",
              "44        2986.0       12736.0       14512.0       40313.0  ...        3850.0   \n",
              "45         837.0        9989.0        5418.0       25284.0  ...        4941.0   \n",
              "46         225.0        3290.0         862.0        7516.0  ...         339.0   \n",
              "47         182.0        1555.0         963.0        4701.0  ...         191.0   \n",
              "48        1683.0        1978.0       18284.0        5137.0  ...        5310.0   \n",
              "49        1253.0        1506.0       13007.0        3094.0  ...        2086.0   \n",
              "50        2012.0        2899.0       28884.0        7675.0  ...        6249.0   \n",
              "51         937.0        7826.0        8410.0       22937.0  ...        3166.0   \n",
              "52        4508.0       45211.0       39865.0      109926.0  ...       15197.0   \n",
              "53        1655.0       11574.0       10219.0       37939.0  ...        1718.0   \n",
              "54         791.0       15911.0        9133.0       52908.0  ...        5624.0   \n",
              "55         835.0        5673.0        6966.0       16237.0  ...        1367.0   \n",
              "56         988.0        6449.0        5980.0       15546.0  ...        1326.0   \n",
              "57         230.0        2194.0        5599.0        4958.0  ...        3269.0   \n",
              "58        2808.0       17437.0       15301.0       43598.0  ...       11881.0   \n",
              "59        2975.0       20930.0       14080.0       56687.0  ...       25242.0   \n",
              "\n",
              "    23시-24시 하차인원  00시-01시 승차인원  00시-01시 하차인원  01시-02시 승차인원  01시-02시 하차인원  \\\n",
              "10       13686.0           7.0           5.0           0.0           0.0   \n",
              "11       14835.0           4.0         403.0           1.0           0.0   \n",
              "12       22174.0          15.0        2442.0           0.0           0.0   \n",
              "13        8012.0           3.0          55.0           0.0           0.0   \n",
              "14       36652.0           0.0          34.0           1.0           1.0   \n",
              "15       16515.0           6.0        1038.0           0.0           0.0   \n",
              "16       22418.0           6.0        1409.0           0.0           0.0   \n",
              "17       13350.0           1.0         205.0           0.0           0.0   \n",
              "18       17529.0           2.0         305.0           1.0           0.0   \n",
              "19         669.0           3.0          50.0           0.0           0.0   \n",
              "20        5848.0           3.0         362.0           0.0           0.0   \n",
              "21        5431.0           4.0          60.0           0.0           0.0   \n",
              "22        7474.0           3.0         212.0           0.0           0.0   \n",
              "23        6320.0           1.0          23.0           1.0           1.0   \n",
              "24       18540.0           1.0         216.0           0.0           0.0   \n",
              "25       25121.0           5.0        1427.0           0.0           0.0   \n",
              "26        4721.0           0.0        1992.0           0.0           0.0   \n",
              "27        9274.0           0.0           0.0           0.0           0.0   \n",
              "28       35233.0           1.0        7332.0           0.0           0.0   \n",
              "29        3479.0           1.0           1.0           0.0           0.0   \n",
              "30        6674.0           0.0          98.0           0.0           0.0   \n",
              "31        8790.0           5.0        2237.0           0.0           0.0   \n",
              "32        1524.0           1.0          59.0           0.0           1.0   \n",
              "33        1709.0           0.0           9.0           0.0           0.0   \n",
              "34        7887.0           1.0          77.0           0.0           0.0   \n",
              "35       27266.0           0.0           4.0           0.0           0.0   \n",
              "36       34253.0          22.0        7289.0           0.0           1.0   \n",
              "37       63466.0           1.0          69.0           1.0           1.0   \n",
              "38        1208.0           0.0         239.0           0.0           1.0   \n",
              "39        9131.0           4.0         477.0           1.0           0.0   \n",
              "40       13593.0           2.0          34.0           0.0           0.0   \n",
              "41        6768.0           4.0          23.0           1.0           1.0   \n",
              "42        7028.0           3.0         505.0           0.0           0.0   \n",
              "43        6779.0           2.0           2.0           0.0           1.0   \n",
              "44        9464.0           1.0         244.0           0.0           0.0   \n",
              "45        8312.0          11.0          78.0           0.0           0.0   \n",
              "46        2488.0           1.0           1.0           0.0           0.0   \n",
              "47        1244.0           0.0          19.0           0.0           0.0   \n",
              "48        1908.0           2.0         179.0           0.0           0.0   \n",
              "49        1294.0           2.0         108.0           1.0           0.0   \n",
              "50        3586.0           4.0        1586.0           0.0           0.0   \n",
              "51        8622.0           0.0          27.0           0.0           0.0   \n",
              "52       29413.0          13.0         289.0           0.0           0.0   \n",
              "53        6679.0           1.0          72.0           0.0           1.0   \n",
              "54       10336.0           8.0         678.0           0.0           0.0   \n",
              "55        3913.0           3.0         274.0           0.0           0.0   \n",
              "56        4264.0           0.0          81.0           0.0           0.0   \n",
              "57        2364.0           1.0           4.0           1.0           0.0   \n",
              "58       14074.0           1.0         527.0           0.0           0.0   \n",
              "59       22255.0         124.0        2378.0           0.0           0.0   \n",
              "\n",
              "    02시-03시 승차인원  02시-03시 하차인원  03시-04시 승차인원  03시-04시 하차인원  \n",
              "10           0.0           0.0           0.0           0.0  \n",
              "11           0.0           0.0           0.0           0.0  \n",
              "12           0.0           0.0           0.0           0.0  \n",
              "13           0.0           0.0           0.0           0.0  \n",
              "14           0.0           0.0           0.0           0.0  \n",
              "15           0.0           0.0           0.0           0.0  \n",
              "16           0.0           0.0           0.0           0.0  \n",
              "17           0.0           0.0           0.0           0.0  \n",
              "18           0.0           0.0           0.0           0.0  \n",
              "19           0.0           0.0           0.0           0.0  \n",
              "20           0.0           0.0           0.0           0.0  \n",
              "21           0.0           0.0           0.0           0.0  \n",
              "22           1.0           1.0           0.0           0.0  \n",
              "23           2.0           2.0           0.0           0.0  \n",
              "24           0.0           0.0           0.0           0.0  \n",
              "25           0.0           0.0           0.0           0.0  \n",
              "26           0.0           0.0           0.0           0.0  \n",
              "27           0.0           0.0           0.0           0.0  \n",
              "28           0.0           0.0           0.0           0.0  \n",
              "29           0.0           0.0           0.0           0.0  \n",
              "30           0.0           0.0           0.0           0.0  \n",
              "31           0.0           0.0           0.0           0.0  \n",
              "32           0.0           0.0           0.0           0.0  \n",
              "33           0.0           0.0           0.0           0.0  \n",
              "34           0.0           0.0           0.0           0.0  \n",
              "35           0.0           0.0           0.0           0.0  \n",
              "36           0.0           0.0           0.0           0.0  \n",
              "37           0.0           0.0           0.0           0.0  \n",
              "38           0.0           0.0           0.0           0.0  \n",
              "39           0.0           0.0           0.0           0.0  \n",
              "40           0.0           0.0           0.0           0.0  \n",
              "41           0.0           0.0           0.0           0.0  \n",
              "42           0.0           0.0           0.0           0.0  \n",
              "43           1.0           0.0           0.0           0.0  \n",
              "44           1.0           1.0           0.0           0.0  \n",
              "45           0.0           0.0           0.0           0.0  \n",
              "46           2.0           2.0           0.0           0.0  \n",
              "47           0.0           0.0           0.0           0.0  \n",
              "48           0.0           0.0           0.0           0.0  \n",
              "49           0.0           0.0           0.0           0.0  \n",
              "50           0.0           0.0           0.0           0.0  \n",
              "51           0.0           0.0           0.0           0.0  \n",
              "52           1.0           0.0           0.0           0.0  \n",
              "53           0.0           0.0           0.0           0.0  \n",
              "54           0.0           0.0           0.0           0.0  \n",
              "55           0.0           0.0           0.0           0.0  \n",
              "56           0.0           0.0           0.0           0.0  \n",
              "57           0.0           0.0           0.0           0.0  \n",
              "58           0.0           0.0           0.0           0.0  \n",
              "59           0.0           0.0           0.0           0.0  \n",
              "\n",
              "[50 rows x 51 columns]"
            ]
          },
          "execution_count": 7,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "line='2호선'\n",
        "metro_st=metro_recent.groupby(['호선명','지하철역']).mean().reset_index()\n",
        "metro_st_line2=metro_st[metro_st['호선명']==line]\n",
        "metro_st_line2"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "ce91d8a2-4eb2-4266-b396-cbcb624e14eb",
      "metadata": {
        "id": "ce91d8a2-4eb2-4266-b396-cbcb624e14eb",
        "outputId": "d8a1b46c-c799-4128-ee96-3606d00450ae"
      },
      "outputs": [
        {
          "data": {
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              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>04시-05시 승차인원</th>\n",
              "      <th>05시-06시 승차인원</th>\n",
              "      <th>06시-07시 승차인원</th>\n",
              "      <th>07시-08시 승차인원</th>\n",
              "      <th>08시-09시 승차인원</th>\n",
              "      <th>09시-10시 승차인원</th>\n",
              "      <th>10시-11시 승차인원</th>\n",
              "      <th>11시-12시 승차인원</th>\n",
              "      <th>12시-13시 승차인원</th>\n",
              "      <th>13시-14시 승차인원</th>\n",
              "      <th>...</th>\n",
              "      <th>18시-19시 승차인원</th>\n",
              "      <th>19시-20시 승차인원</th>\n",
              "      <th>20시-21시 승차인원</th>\n",
              "      <th>21시-22시 승차인원</th>\n",
              "      <th>22시-23시 승차인원</th>\n",
              "      <th>23시-24시 승차인원</th>\n",
              "      <th>00시-01시 승차인원</th>\n",
              "      <th>01시-02시 승차인원</th>\n",
              "      <th>02시-03시 승차인원</th>\n",
              "      <th>03시-04시 승차인원</th>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>지하철역</th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>강남</th>\n",
              "      <td>68.0</td>\n",
              "      <td>5634.0</td>\n",
              "      <td>15798.0</td>\n",
              "      <td>37686.0</td>\n",
              "      <td>60412.0</td>\n",
              "      <td>47444.0</td>\n",
              "      <td>47162.0</td>\n",
              "      <td>63593.0</td>\n",
              "      <td>80198.0</td>\n",
              "      <td>96731.0</td>\n",
              "      <td>...</td>\n",
              "      <td>333597.0</td>\n",
              "      <td>202589.0</td>\n",
              "      <td>156402.0</td>\n",
              "      <td>212344.0</td>\n",
              "      <td>209363.0</td>\n",
              "      <td>27475.0</td>\n",
              "      <td>7.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>강변(동서울터미널)</th>\n",
              "      <td>18.0</td>\n",
              "      <td>8295.0</td>\n",
              "      <td>27343.0</td>\n",
              "      <td>77995.0</td>\n",
              "      <td>106012.0</td>\n",
              "      <td>72448.0</td>\n",
              "      <td>50860.0</td>\n",
              "      <td>45540.0</td>\n",
              "      <td>45801.0</td>\n",
              "      <td>43734.0</td>\n",
              "      <td>...</td>\n",
              "      <td>58456.0</td>\n",
              "      <td>41062.0</td>\n",
              "      <td>30584.0</td>\n",
              "      <td>26850.0</td>\n",
              "      <td>20304.0</td>\n",
              "      <td>5206.0</td>\n",
              "      <td>4.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>건대입구</th>\n",
              "      <td>176.0</td>\n",
              "      <td>14205.0</td>\n",
              "      <td>20389.0</td>\n",
              "      <td>52326.0</td>\n",
              "      <td>88094.0</td>\n",
              "      <td>58146.0</td>\n",
              "      <td>33837.0</td>\n",
              "      <td>31591.0</td>\n",
              "      <td>36562.0</td>\n",
              "      <td>39017.0</td>\n",
              "      <td>...</td>\n",
              "      <td>79285.0</td>\n",
              "      <td>56745.0</td>\n",
              "      <td>57426.0</td>\n",
              "      <td>82927.0</td>\n",
              "      <td>81501.0</td>\n",
              "      <td>11703.0</td>\n",
              "      <td>15.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>교대(법원.검찰청)</th>\n",
              "      <td>18.0</td>\n",
              "      <td>2366.0</td>\n",
              "      <td>11842.0</td>\n",
              "      <td>24154.0</td>\n",
              "      <td>33988.0</td>\n",
              "      <td>26824.0</td>\n",
              "      <td>25349.0</td>\n",
              "      <td>30985.0</td>\n",
              "      <td>34406.0</td>\n",
              "      <td>40404.0</td>\n",
              "      <td>...</td>\n",
              "      <td>146869.0</td>\n",
              "      <td>64550.0</td>\n",
              "      <td>49050.0</td>\n",
              "      <td>58044.0</td>\n",
              "      <td>53655.0</td>\n",
              "      <td>7841.0</td>\n",
              "      <td>3.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>구로디지털단지</th>\n",
              "      <td>285.0</td>\n",
              "      <td>40159.0</td>\n",
              "      <td>52880.0</td>\n",
              "      <td>134048.0</td>\n",
              "      <td>183174.0</td>\n",
              "      <td>109828.0</td>\n",
              "      <td>60920.0</td>\n",
              "      <td>54690.0</td>\n",
              "      <td>59463.0</td>\n",
              "      <td>61034.0</td>\n",
              "      <td>...</td>\n",
              "      <td>236175.0</td>\n",
              "      <td>109183.0</td>\n",
              "      <td>61807.0</td>\n",
              "      <td>56760.0</td>\n",
              "      <td>49254.0</td>\n",
              "      <td>7902.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>구의(광진구청)</th>\n",
              "      <td>50.0</td>\n",
              "      <td>13662.0</td>\n",
              "      <td>25627.0</td>\n",
              "      <td>66711.0</td>\n",
              "      <td>111827.0</td>\n",
              "      <td>62341.0</td>\n",
              "      <td>32099.0</td>\n",
              "      <td>26917.0</td>\n",
              "      <td>27514.0</td>\n",
              "      <td>26932.0</td>\n",
              "      <td>...</td>\n",
              "      <td>41165.0</td>\n",
              "      <td>20148.0</td>\n",
              "      <td>15673.0</td>\n",
              "      <td>16519.0</td>\n",
              "      <td>15886.0</td>\n",
              "      <td>4342.0</td>\n",
              "      <td>6.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>낙성대(강감찬)</th>\n",
              "      <td>56.0</td>\n",
              "      <td>11657.0</td>\n",
              "      <td>26007.0</td>\n",
              "      <td>77510.0</td>\n",
              "      <td>125167.0</td>\n",
              "      <td>76944.0</td>\n",
              "      <td>39332.0</td>\n",
              "      <td>33589.0</td>\n",
              "      <td>35687.0</td>\n",
              "      <td>34536.0</td>\n",
              "      <td>...</td>\n",
              "      <td>46497.0</td>\n",
              "      <td>26218.0</td>\n",
              "      <td>20440.0</td>\n",
              "      <td>20718.0</td>\n",
              "      <td>17056.0</td>\n",
              "      <td>4231.0</td>\n",
              "      <td>6.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>당산</th>\n",
              "      <td>44.0</td>\n",
              "      <td>6576.0</td>\n",
              "      <td>17276.0</td>\n",
              "      <td>45774.0</td>\n",
              "      <td>55760.0</td>\n",
              "      <td>31967.0</td>\n",
              "      <td>21461.0</td>\n",
              "      <td>20442.0</td>\n",
              "      <td>21169.0</td>\n",
              "      <td>21111.0</td>\n",
              "      <td>...</td>\n",
              "      <td>60343.0</td>\n",
              "      <td>26398.0</td>\n",
              "      <td>19514.0</td>\n",
              "      <td>22644.0</td>\n",
              "      <td>21194.0</td>\n",
              "      <td>4488.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>대림(구로구청)</th>\n",
              "      <td>412.0</td>\n",
              "      <td>34772.0</td>\n",
              "      <td>29903.0</td>\n",
              "      <td>65255.0</td>\n",
              "      <td>91050.0</td>\n",
              "      <td>61110.0</td>\n",
              "      <td>33297.0</td>\n",
              "      <td>27642.0</td>\n",
              "      <td>30079.0</td>\n",
              "      <td>29912.0</td>\n",
              "      <td>...</td>\n",
              "      <td>52957.0</td>\n",
              "      <td>26990.0</td>\n",
              "      <td>18925.0</td>\n",
              "      <td>16643.0</td>\n",
              "      <td>12799.0</td>\n",
              "      <td>3662.0</td>\n",
              "      <td>2.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>도림천</th>\n",
              "      <td>0.0</td>\n",
              "      <td>263.0</td>\n",
              "      <td>1272.0</td>\n",
              "      <td>3182.0</td>\n",
              "      <td>3286.0</td>\n",
              "      <td>2138.0</td>\n",
              "      <td>1836.0</td>\n",
              "      <td>1620.0</td>\n",
              "      <td>2489.0</td>\n",
              "      <td>1670.0</td>\n",
              "      <td>...</td>\n",
              "      <td>4158.0</td>\n",
              "      <td>1918.0</td>\n",
              "      <td>950.0</td>\n",
              "      <td>879.0</td>\n",
              "      <td>489.0</td>\n",
              "      <td>151.0</td>\n",
              "      <td>3.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>동대문역사문화공원(DDP)</th>\n",
              "      <td>334.0</td>\n",
              "      <td>6338.0</td>\n",
              "      <td>4462.0</td>\n",
              "      <td>6190.0</td>\n",
              "      <td>9136.0</td>\n",
              "      <td>9118.0</td>\n",
              "      <td>10107.0</td>\n",
              "      <td>13110.0</td>\n",
              "      <td>15181.0</td>\n",
              "      <td>16607.0</td>\n",
              "      <td>...</td>\n",
              "      <td>40202.0</td>\n",
              "      <td>23199.0</td>\n",
              "      <td>17109.0</td>\n",
              "      <td>19484.0</td>\n",
              "      <td>14614.0</td>\n",
              "      <td>4046.0</td>\n",
              "      <td>3.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>뚝섬</th>\n",
              "      <td>25.0</td>\n",
              "      <td>3481.0</td>\n",
              "      <td>7841.0</td>\n",
              "      <td>18702.0</td>\n",
              "      <td>25566.0</td>\n",
              "      <td>17966.0</td>\n",
              "      <td>14073.0</td>\n",
              "      <td>15173.0</td>\n",
              "      <td>18985.0</td>\n",
              "      <td>20845.0</td>\n",
              "      <td>...</td>\n",
              "      <td>125164.0</td>\n",
              "      <td>61137.0</td>\n",
              "      <td>38540.0</td>\n",
              "      <td>38004.0</td>\n",
              "      <td>29495.0</td>\n",
              "      <td>4086.0</td>\n",
              "      <td>4.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>문래</th>\n",
              "      <td>12.0</td>\n",
              "      <td>3750.0</td>\n",
              "      <td>13425.0</td>\n",
              "      <td>42587.0</td>\n",
              "      <td>46699.0</td>\n",
              "      <td>25361.0</td>\n",
              "      <td>17682.0</td>\n",
              "      <td>17109.0</td>\n",
              "      <td>19191.0</td>\n",
              "      <td>21095.0</td>\n",
              "      <td>...</td>\n",
              "      <td>103006.0</td>\n",
              "      <td>35687.0</td>\n",
              "      <td>24287.0</td>\n",
              "      <td>27139.0</td>\n",
              "      <td>25190.0</td>\n",
              "      <td>3860.0</td>\n",
              "      <td>3.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>방배</th>\n",
              "      <td>3.0</td>\n",
              "      <td>2771.0</td>\n",
              "      <td>9266.0</td>\n",
              "      <td>23001.0</td>\n",
              "      <td>30780.0</td>\n",
              "      <td>23695.0</td>\n",
              "      <td>17019.0</td>\n",
              "      <td>17378.0</td>\n",
              "      <td>19294.0</td>\n",
              "      <td>21843.0</td>\n",
              "      <td>...</td>\n",
              "      <td>66605.0</td>\n",
              "      <td>26986.0</td>\n",
              "      <td>19297.0</td>\n",
              "      <td>20356.0</td>\n",
              "      <td>18102.0</td>\n",
              "      <td>3448.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>2.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>봉천</th>\n",
              "      <td>49.0</td>\n",
              "      <td>15809.0</td>\n",
              "      <td>28936.0</td>\n",
              "      <td>80452.0</td>\n",
              "      <td>122108.0</td>\n",
              "      <td>68994.0</td>\n",
              "      <td>36127.0</td>\n",
              "      <td>29630.0</td>\n",
              "      <td>30628.0</td>\n",
              "      <td>30956.0</td>\n",
              "      <td>...</td>\n",
              "      <td>32484.0</td>\n",
              "      <td>18089.0</td>\n",
              "      <td>14527.0</td>\n",
              "      <td>14440.0</td>\n",
              "      <td>11213.0</td>\n",
              "      <td>2650.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>사당</th>\n",
              "      <td>93.0</td>\n",
              "      <td>11914.0</td>\n",
              "      <td>25142.0</td>\n",
              "      <td>71046.0</td>\n",
              "      <td>99350.0</td>\n",
              "      <td>68597.0</td>\n",
              "      <td>42278.0</td>\n",
              "      <td>38482.0</td>\n",
              "      <td>42965.0</td>\n",
              "      <td>44447.0</td>\n",
              "      <td>...</td>\n",
              "      <td>87006.0</td>\n",
              "      <td>53854.0</td>\n",
              "      <td>48106.0</td>\n",
              "      <td>61899.0</td>\n",
              "      <td>62883.0</td>\n",
              "      <td>11040.0</td>\n",
              "      <td>5.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>삼성(무역센터)</th>\n",
              "      <td>144.0</td>\n",
              "      <td>4308.0</td>\n",
              "      <td>6824.0</td>\n",
              "      <td>14275.0</td>\n",
              "      <td>19060.0</td>\n",
              "      <td>20085.0</td>\n",
              "      <td>22351.0</td>\n",
              "      <td>32496.0</td>\n",
              "      <td>39188.0</td>\n",
              "      <td>50793.0</td>\n",
              "      <td>...</td>\n",
              "      <td>292353.0</td>\n",
              "      <td>145577.0</td>\n",
              "      <td>101060.0</td>\n",
              "      <td>89962.0</td>\n",
              "      <td>67261.0</td>\n",
              "      <td>8571.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>상왕십리</th>\n",
              "      <td>84.0</td>\n",
              "      <td>5331.0</td>\n",
              "      <td>13243.0</td>\n",
              "      <td>38398.0</td>\n",
              "      <td>59728.0</td>\n",
              "      <td>32021.0</td>\n",
              "      <td>19804.0</td>\n",
              "      <td>17833.0</td>\n",
              "      <td>18591.0</td>\n",
              "      <td>18445.0</td>\n",
              "      <td>...</td>\n",
              "      <td>28805.0</td>\n",
              "      <td>17223.0</td>\n",
              "      <td>11409.0</td>\n",
              "      <td>10593.0</td>\n",
              "      <td>8229.0</td>\n",
              "      <td>1724.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>서울대입구(관악구청)</th>\n",
              "      <td>3862.0</td>\n",
              "      <td>28844.0</td>\n",
              "      <td>43374.0</td>\n",
              "      <td>126268.0</td>\n",
              "      <td>182014.0</td>\n",
              "      <td>114219.0</td>\n",
              "      <td>61185.0</td>\n",
              "      <td>54187.0</td>\n",
              "      <td>60127.0</td>\n",
              "      <td>60081.0</td>\n",
              "      <td>...</td>\n",
              "      <td>85401.0</td>\n",
              "      <td>50652.0</td>\n",
              "      <td>42459.0</td>\n",
              "      <td>50213.0</td>\n",
              "      <td>45312.0</td>\n",
              "      <td>9108.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>서초</th>\n",
              "      <td>41.0</td>\n",
              "      <td>1254.0</td>\n",
              "      <td>7429.0</td>\n",
              "      <td>14833.0</td>\n",
              "      <td>24521.0</td>\n",
              "      <td>24260.0</td>\n",
              "      <td>18322.0</td>\n",
              "      <td>24348.0</td>\n",
              "      <td>22332.0</td>\n",
              "      <td>27938.0</td>\n",
              "      <td>...</td>\n",
              "      <td>105483.0</td>\n",
              "      <td>43063.0</td>\n",
              "      <td>26002.0</td>\n",
              "      <td>27445.0</td>\n",
              "      <td>20674.0</td>\n",
              "      <td>4234.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>선릉</th>\n",
              "      <td>24.0</td>\n",
              "      <td>3627.0</td>\n",
              "      <td>10025.0</td>\n",
              "      <td>20170.0</td>\n",
              "      <td>29681.0</td>\n",
              "      <td>28075.0</td>\n",
              "      <td>31786.0</td>\n",
              "      <td>42605.0</td>\n",
              "      <td>49628.0</td>\n",
              "      <td>58696.0</td>\n",
              "      <td>...</td>\n",
              "      <td>288032.0</td>\n",
              "      <td>133762.0</td>\n",
              "      <td>83372.0</td>\n",
              "      <td>88665.0</td>\n",
              "      <td>81012.0</td>\n",
              "      <td>11296.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>성수</th>\n",
              "      <td>67.0</td>\n",
              "      <td>5404.0</td>\n",
              "      <td>9234.0</td>\n",
              "      <td>22648.0</td>\n",
              "      <td>29800.0</td>\n",
              "      <td>22575.0</td>\n",
              "      <td>19827.0</td>\n",
              "      <td>20914.0</td>\n",
              "      <td>24384.0</td>\n",
              "      <td>29681.0</td>\n",
              "      <td>...</td>\n",
              "      <td>227994.0</td>\n",
              "      <td>95913.0</td>\n",
              "      <td>55590.0</td>\n",
              "      <td>61467.0</td>\n",
              "      <td>46179.0</td>\n",
              "      <td>5474.0</td>\n",
              "      <td>5.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>시청</th>\n",
              "      <td>14.0</td>\n",
              "      <td>842.0</td>\n",
              "      <td>1860.0</td>\n",
              "      <td>4613.0</td>\n",
              "      <td>6633.0</td>\n",
              "      <td>8802.0</td>\n",
              "      <td>11360.0</td>\n",
              "      <td>16922.0</td>\n",
              "      <td>17020.0</td>\n",
              "      <td>21198.0</td>\n",
              "      <td>...</td>\n",
              "      <td>161483.0</td>\n",
              "      <td>49943.0</td>\n",
              "      <td>34005.0</td>\n",
              "      <td>34984.0</td>\n",
              "      <td>25529.0</td>\n",
              "      <td>3207.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>신답</th>\n",
              "      <td>4.0</td>\n",
              "      <td>1052.0</td>\n",
              "      <td>1755.0</td>\n",
              "      <td>6550.0</td>\n",
              "      <td>9858.0</td>\n",
              "      <td>4205.0</td>\n",
              "      <td>2180.0</td>\n",
              "      <td>1950.0</td>\n",
              "      <td>1808.0</td>\n",
              "      <td>1767.0</td>\n",
              "      <td>...</td>\n",
              "      <td>2233.0</td>\n",
              "      <td>976.0</td>\n",
              "      <td>589.0</td>\n",
              "      <td>546.0</td>\n",
              "      <td>534.0</td>\n",
              "      <td>87.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>신당</th>\n",
              "      <td>24.0</td>\n",
              "      <td>6188.0</td>\n",
              "      <td>11533.0</td>\n",
              "      <td>26362.0</td>\n",
              "      <td>41840.0</td>\n",
              "      <td>24992.0</td>\n",
              "      <td>17394.0</td>\n",
              "      <td>16546.0</td>\n",
              "      <td>18555.0</td>\n",
              "      <td>19597.0</td>\n",
              "      <td>...</td>\n",
              "      <td>32669.0</td>\n",
              "      <td>20439.0</td>\n",
              "      <td>14612.0</td>\n",
              "      <td>13856.0</td>\n",
              "      <td>12814.0</td>\n",
              "      <td>2756.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>신대방</th>\n",
              "      <td>181.0</td>\n",
              "      <td>26149.0</td>\n",
              "      <td>36950.0</td>\n",
              "      <td>88550.0</td>\n",
              "      <td>130425.0</td>\n",
              "      <td>76528.0</td>\n",
              "      <td>40883.0</td>\n",
              "      <td>31804.0</td>\n",
              "      <td>32145.0</td>\n",
              "      <td>30551.0</td>\n",
              "      <td>...</td>\n",
              "      <td>40888.0</td>\n",
              "      <td>21873.0</td>\n",
              "      <td>15635.0</td>\n",
              "      <td>12507.0</td>\n",
              "      <td>10554.0</td>\n",
              "      <td>2900.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>신도림</th>\n",
              "      <td>3713.0</td>\n",
              "      <td>35758.0</td>\n",
              "      <td>49765.0</td>\n",
              "      <td>131054.0</td>\n",
              "      <td>133861.0</td>\n",
              "      <td>82632.0</td>\n",
              "      <td>53442.0</td>\n",
              "      <td>51495.0</td>\n",
              "      <td>59198.0</td>\n",
              "      <td>61366.0</td>\n",
              "      <td>...</td>\n",
              "      <td>123634.0</td>\n",
              "      <td>67229.0</td>\n",
              "      <td>56970.0</td>\n",
              "      <td>65938.0</td>\n",
              "      <td>56779.0</td>\n",
              "      <td>9603.0</td>\n",
              "      <td>22.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>신림</th>\n",
              "      <td>237.0</td>\n",
              "      <td>40109.0</td>\n",
              "      <td>75790.0</td>\n",
              "      <td>203625.0</td>\n",
              "      <td>311074.0</td>\n",
              "      <td>177267.0</td>\n",
              "      <td>92298.0</td>\n",
              "      <td>74891.0</td>\n",
              "      <td>79100.0</td>\n",
              "      <td>74554.0</td>\n",
              "      <td>...</td>\n",
              "      <td>83121.0</td>\n",
              "      <td>50878.0</td>\n",
              "      <td>42944.0</td>\n",
              "      <td>46544.0</td>\n",
              "      <td>44506.0</td>\n",
              "      <td>10139.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>신설동</th>\n",
              "      <td>35.0</td>\n",
              "      <td>1067.0</td>\n",
              "      <td>1310.0</td>\n",
              "      <td>3601.0</td>\n",
              "      <td>6334.0</td>\n",
              "      <td>4054.0</td>\n",
              "      <td>3804.0</td>\n",
              "      <td>4649.0</td>\n",
              "      <td>5669.0</td>\n",
              "      <td>6277.0</td>\n",
              "      <td>...</td>\n",
              "      <td>10839.0</td>\n",
              "      <td>4287.0</td>\n",
              "      <td>2653.0</td>\n",
              "      <td>2313.0</td>\n",
              "      <td>1738.0</td>\n",
              "      <td>397.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>신정네거리</th>\n",
              "      <td>39.0</td>\n",
              "      <td>8271.0</td>\n",
              "      <td>16971.0</td>\n",
              "      <td>49959.0</td>\n",
              "      <td>44209.0</td>\n",
              "      <td>23093.0</td>\n",
              "      <td>15248.0</td>\n",
              "      <td>13415.0</td>\n",
              "      <td>13330.0</td>\n",
              "      <td>12394.0</td>\n",
              "      <td>...</td>\n",
              "      <td>11512.0</td>\n",
              "      <td>6827.0</td>\n",
              "      <td>5052.0</td>\n",
              "      <td>4296.0</td>\n",
              "      <td>4010.0</td>\n",
              "      <td>816.0</td>\n",
              "      <td>4.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>신촌</th>\n",
              "      <td>45.0</td>\n",
              "      <td>5155.0</td>\n",
              "      <td>12632.0</td>\n",
              "      <td>32080.0</td>\n",
              "      <td>47287.0</td>\n",
              "      <td>31859.0</td>\n",
              "      <td>30307.0</td>\n",
              "      <td>36286.0</td>\n",
              "      <td>44464.0</td>\n",
              "      <td>45463.0</td>\n",
              "      <td>...</td>\n",
              "      <td>82902.0</td>\n",
              "      <td>55226.0</td>\n",
              "      <td>56671.0</td>\n",
              "      <td>68028.0</td>\n",
              "      <td>67720.0</td>\n",
              "      <td>11498.0</td>\n",
              "      <td>2.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>아현</th>\n",
              "      <td>13.0</td>\n",
              "      <td>4278.0</td>\n",
              "      <td>10960.0</td>\n",
              "      <td>27259.0</td>\n",
              "      <td>37421.0</td>\n",
              "      <td>21384.0</td>\n",
              "      <td>15030.0</td>\n",
              "      <td>14067.0</td>\n",
              "      <td>14194.0</td>\n",
              "      <td>14108.0</td>\n",
              "      <td>...</td>\n",
              "      <td>19595.0</td>\n",
              "      <td>11414.0</td>\n",
              "      <td>8007.0</td>\n",
              "      <td>7237.0</td>\n",
              "      <td>4964.0</td>\n",
              "      <td>1332.0</td>\n",
              "      <td>4.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>양천구청</th>\n",
              "      <td>11.0</td>\n",
              "      <td>4885.0</td>\n",
              "      <td>11068.0</td>\n",
              "      <td>32319.0</td>\n",
              "      <td>29838.0</td>\n",
              "      <td>15185.0</td>\n",
              "      <td>10062.0</td>\n",
              "      <td>8736.0</td>\n",
              "      <td>9050.0</td>\n",
              "      <td>9136.0</td>\n",
              "      <td>...</td>\n",
              "      <td>8840.0</td>\n",
              "      <td>3625.0</td>\n",
              "      <td>2539.0</td>\n",
              "      <td>2096.0</td>\n",
              "      <td>2234.0</td>\n",
              "      <td>625.0</td>\n",
              "      <td>3.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>역삼</th>\n",
              "      <td>27.0</td>\n",
              "      <td>3419.0</td>\n",
              "      <td>8075.0</td>\n",
              "      <td>14314.0</td>\n",
              "      <td>23582.0</td>\n",
              "      <td>22155.0</td>\n",
              "      <td>22979.0</td>\n",
              "      <td>30623.0</td>\n",
              "      <td>37384.0</td>\n",
              "      <td>44667.0</td>\n",
              "      <td>...</td>\n",
              "      <td>284856.0</td>\n",
              "      <td>139400.0</td>\n",
              "      <td>76463.0</td>\n",
              "      <td>80410.0</td>\n",
              "      <td>64947.0</td>\n",
              "      <td>10586.0</td>\n",
              "      <td>2.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>영등포구청</th>\n",
              "      <td>27.0</td>\n",
              "      <td>5705.0</td>\n",
              "      <td>12736.0</td>\n",
              "      <td>40313.0</td>\n",
              "      <td>47132.0</td>\n",
              "      <td>29459.0</td>\n",
              "      <td>22530.0</td>\n",
              "      <td>23320.0</td>\n",
              "      <td>24712.0</td>\n",
              "      <td>25591.0</td>\n",
              "      <td>...</td>\n",
              "      <td>107795.0</td>\n",
              "      <td>33349.0</td>\n",
              "      <td>24451.0</td>\n",
              "      <td>25942.0</td>\n",
              "      <td>20561.0</td>\n",
              "      <td>3850.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>왕십리(성동구청)</th>\n",
              "      <td>874.0</td>\n",
              "      <td>6955.0</td>\n",
              "      <td>9989.0</td>\n",
              "      <td>25284.0</td>\n",
              "      <td>43964.0</td>\n",
              "      <td>26985.0</td>\n",
              "      <td>17938.0</td>\n",
              "      <td>18453.0</td>\n",
              "      <td>20015.0</td>\n",
              "      <td>20986.0</td>\n",
              "      <td>...</td>\n",
              "      <td>35785.0</td>\n",
              "      <td>21457.0</td>\n",
              "      <td>19821.0</td>\n",
              "      <td>26754.0</td>\n",
              "      <td>28512.0</td>\n",
              "      <td>4941.0</td>\n",
              "      <td>11.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>용답</th>\n",
              "      <td>13.0</td>\n",
              "      <td>2624.0</td>\n",
              "      <td>3290.0</td>\n",
              "      <td>7516.0</td>\n",
              "      <td>12261.0</td>\n",
              "      <td>6720.0</td>\n",
              "      <td>4215.0</td>\n",
              "      <td>3594.0</td>\n",
              "      <td>3847.0</td>\n",
              "      <td>4176.0</td>\n",
              "      <td>...</td>\n",
              "      <td>3667.0</td>\n",
              "      <td>2160.0</td>\n",
              "      <td>1422.0</td>\n",
              "      <td>1172.0</td>\n",
              "      <td>1156.0</td>\n",
              "      <td>339.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>2.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>용두(동대문구청)</th>\n",
              "      <td>32.0</td>\n",
              "      <td>1176.0</td>\n",
              "      <td>1555.0</td>\n",
              "      <td>4701.0</td>\n",
              "      <td>8090.0</td>\n",
              "      <td>4233.0</td>\n",
              "      <td>3341.0</td>\n",
              "      <td>3674.0</td>\n",
              "      <td>3730.0</td>\n",
              "      <td>3574.0</td>\n",
              "      <td>...</td>\n",
              "      <td>5766.0</td>\n",
              "      <td>2417.0</td>\n",
              "      <td>1462.0</td>\n",
              "      <td>1343.0</td>\n",
              "      <td>898.0</td>\n",
              "      <td>191.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>을지로3가</th>\n",
              "      <td>9.0</td>\n",
              "      <td>911.0</td>\n",
              "      <td>1978.0</td>\n",
              "      <td>5137.0</td>\n",
              "      <td>8881.0</td>\n",
              "      <td>9900.0</td>\n",
              "      <td>11150.0</td>\n",
              "      <td>15465.0</td>\n",
              "      <td>17546.0</td>\n",
              "      <td>20753.0</td>\n",
              "      <td>...</td>\n",
              "      <td>128972.0</td>\n",
              "      <td>49903.0</td>\n",
              "      <td>34156.0</td>\n",
              "      <td>45363.0</td>\n",
              "      <td>45271.0</td>\n",
              "      <td>5310.0</td>\n",
              "      <td>2.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>을지로4가</th>\n",
              "      <td>5.0</td>\n",
              "      <td>945.0</td>\n",
              "      <td>1506.0</td>\n",
              "      <td>3094.0</td>\n",
              "      <td>5920.0</td>\n",
              "      <td>6472.0</td>\n",
              "      <td>8712.0</td>\n",
              "      <td>11935.0</td>\n",
              "      <td>14213.0</td>\n",
              "      <td>16034.0</td>\n",
              "      <td>...</td>\n",
              "      <td>69279.0</td>\n",
              "      <td>29431.0</td>\n",
              "      <td>15595.0</td>\n",
              "      <td>13658.0</td>\n",
              "      <td>11588.0</td>\n",
              "      <td>2086.0</td>\n",
              "      <td>2.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>을지로입구</th>\n",
              "      <td>64.0</td>\n",
              "      <td>1704.0</td>\n",
              "      <td>2899.0</td>\n",
              "      <td>7675.0</td>\n",
              "      <td>13246.0</td>\n",
              "      <td>13992.0</td>\n",
              "      <td>16743.0</td>\n",
              "      <td>25033.0</td>\n",
              "      <td>30391.0</td>\n",
              "      <td>40023.0</td>\n",
              "      <td>...</td>\n",
              "      <td>239134.0</td>\n",
              "      <td>92855.0</td>\n",
              "      <td>80662.0</td>\n",
              "      <td>56892.0</td>\n",
              "      <td>45993.0</td>\n",
              "      <td>6249.0</td>\n",
              "      <td>4.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>이대</th>\n",
              "      <td>42.0</td>\n",
              "      <td>2869.0</td>\n",
              "      <td>7826.0</td>\n",
              "      <td>22937.0</td>\n",
              "      <td>30568.0</td>\n",
              "      <td>17650.0</td>\n",
              "      <td>12793.0</td>\n",
              "      <td>14108.0</td>\n",
              "      <td>18160.0</td>\n",
              "      <td>19600.0</td>\n",
              "      <td>...</td>\n",
              "      <td>30259.0</td>\n",
              "      <td>18485.0</td>\n",
              "      <td>15316.0</td>\n",
              "      <td>16280.0</td>\n",
              "      <td>12816.0</td>\n",
              "      <td>3166.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>잠실(송파구청)</th>\n",
              "      <td>80.0</td>\n",
              "      <td>11325.0</td>\n",
              "      <td>45211.0</td>\n",
              "      <td>109926.0</td>\n",
              "      <td>153802.0</td>\n",
              "      <td>107993.0</td>\n",
              "      <td>68886.0</td>\n",
              "      <td>68066.0</td>\n",
              "      <td>74625.0</td>\n",
              "      <td>80754.0</td>\n",
              "      <td>...</td>\n",
              "      <td>196396.0</td>\n",
              "      <td>121617.0</td>\n",
              "      <td>119825.0</td>\n",
              "      <td>105519.0</td>\n",
              "      <td>90586.0</td>\n",
              "      <td>15197.0</td>\n",
              "      <td>13.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>잠실나루</th>\n",
              "      <td>9.0</td>\n",
              "      <td>3088.0</td>\n",
              "      <td>11574.0</td>\n",
              "      <td>37939.0</td>\n",
              "      <td>44852.0</td>\n",
              "      <td>26790.0</td>\n",
              "      <td>20747.0</td>\n",
              "      <td>19769.0</td>\n",
              "      <td>19837.0</td>\n",
              "      <td>18438.0</td>\n",
              "      <td>...</td>\n",
              "      <td>29963.0</td>\n",
              "      <td>13809.0</td>\n",
              "      <td>10284.0</td>\n",
              "      <td>8099.0</td>\n",
              "      <td>6735.0</td>\n",
              "      <td>1718.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>잠실새내</th>\n",
              "      <td>12.0</td>\n",
              "      <td>4403.0</td>\n",
              "      <td>15911.0</td>\n",
              "      <td>52908.0</td>\n",
              "      <td>69655.0</td>\n",
              "      <td>40827.0</td>\n",
              "      <td>26237.0</td>\n",
              "      <td>23997.0</td>\n",
              "      <td>25998.0</td>\n",
              "      <td>27042.0</td>\n",
              "      <td>...</td>\n",
              "      <td>36977.0</td>\n",
              "      <td>26817.0</td>\n",
              "      <td>24994.0</td>\n",
              "      <td>28050.0</td>\n",
              "      <td>30158.0</td>\n",
              "      <td>5624.0</td>\n",
              "      <td>8.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>종합운동장</th>\n",
              "      <td>4.0</td>\n",
              "      <td>1606.0</td>\n",
              "      <td>5673.0</td>\n",
              "      <td>16237.0</td>\n",
              "      <td>22676.0</td>\n",
              "      <td>15380.0</td>\n",
              "      <td>9324.0</td>\n",
              "      <td>8814.0</td>\n",
              "      <td>9250.0</td>\n",
              "      <td>8977.0</td>\n",
              "      <td>...</td>\n",
              "      <td>17581.0</td>\n",
              "      <td>11040.0</td>\n",
              "      <td>16257.0</td>\n",
              "      <td>18190.0</td>\n",
              "      <td>12477.0</td>\n",
              "      <td>1367.0</td>\n",
              "      <td>3.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>충정로(경기대입구)</th>\n",
              "      <td>40.0</td>\n",
              "      <td>2996.0</td>\n",
              "      <td>6449.0</td>\n",
              "      <td>15546.0</td>\n",
              "      <td>21518.0</td>\n",
              "      <td>13443.0</td>\n",
              "      <td>9697.0</td>\n",
              "      <td>10390.0</td>\n",
              "      <td>10752.0</td>\n",
              "      <td>11911.0</td>\n",
              "      <td>...</td>\n",
              "      <td>49566.0</td>\n",
              "      <td>14290.0</td>\n",
              "      <td>9212.0</td>\n",
              "      <td>9205.0</td>\n",
              "      <td>8085.0</td>\n",
              "      <td>1326.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>한양대</th>\n",
              "      <td>10.0</td>\n",
              "      <td>976.0</td>\n",
              "      <td>2194.0</td>\n",
              "      <td>4958.0</td>\n",
              "      <td>8237.0</td>\n",
              "      <td>6480.0</td>\n",
              "      <td>6244.0</td>\n",
              "      <td>8340.0</td>\n",
              "      <td>9617.0</td>\n",
              "      <td>11031.0</td>\n",
              "      <td>...</td>\n",
              "      <td>27398.0</td>\n",
              "      <td>13176.0</td>\n",
              "      <td>10124.0</td>\n",
              "      <td>10249.0</td>\n",
              "      <td>9117.0</td>\n",
              "      <td>3269.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>합정</th>\n",
              "      <td>47.0</td>\n",
              "      <td>7414.0</td>\n",
              "      <td>17437.0</td>\n",
              "      <td>43598.0</td>\n",
              "      <td>55771.0</td>\n",
              "      <td>35421.0</td>\n",
              "      <td>24762.0</td>\n",
              "      <td>25478.0</td>\n",
              "      <td>30047.0</td>\n",
              "      <td>34181.0</td>\n",
              "      <td>...</td>\n",
              "      <td>108858.0</td>\n",
              "      <td>69362.0</td>\n",
              "      <td>53213.0</td>\n",
              "      <td>70916.0</td>\n",
              "      <td>72126.0</td>\n",
              "      <td>11881.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>홍대입구</th>\n",
              "      <td>258.0</td>\n",
              "      <td>11271.0</td>\n",
              "      <td>20930.0</td>\n",
              "      <td>56687.0</td>\n",
              "      <td>74842.0</td>\n",
              "      <td>46502.0</td>\n",
              "      <td>34996.0</td>\n",
              "      <td>40033.0</td>\n",
              "      <td>50771.0</td>\n",
              "      <td>59356.0</td>\n",
              "      <td>...</td>\n",
              "      <td>152578.0</td>\n",
              "      <td>116775.0</td>\n",
              "      <td>116231.0</td>\n",
              "      <td>167876.0</td>\n",
              "      <td>168232.0</td>\n",
              "      <td>25242.0</td>\n",
              "      <td>124.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>50 rows × 24 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "                04시-05시 승차인원  05시-06시 승차인원  06시-07시 승차인원  07시-08시 승차인원  \\\n",
              "지하철역                                                                     \n",
              "강남                      68.0        5634.0       15798.0       37686.0   \n",
              "강변(동서울터미널)              18.0        8295.0       27343.0       77995.0   \n",
              "건대입구                   176.0       14205.0       20389.0       52326.0   \n",
              "교대(법원.검찰청)              18.0        2366.0       11842.0       24154.0   \n",
              "구로디지털단지                285.0       40159.0       52880.0      134048.0   \n",
              "구의(광진구청)                50.0       13662.0       25627.0       66711.0   \n",
              "낙성대(강감찬)                56.0       11657.0       26007.0       77510.0   \n",
              "당산                      44.0        6576.0       17276.0       45774.0   \n",
              "대림(구로구청)               412.0       34772.0       29903.0       65255.0   \n",
              "도림천                      0.0         263.0        1272.0        3182.0   \n",
              "동대문역사문화공원(DDP)         334.0        6338.0        4462.0        6190.0   \n",
              "뚝섬                      25.0        3481.0        7841.0       18702.0   \n",
              "문래                      12.0        3750.0       13425.0       42587.0   \n",
              "방배                       3.0        2771.0        9266.0       23001.0   \n",
              "봉천                      49.0       15809.0       28936.0       80452.0   \n",
              "사당                      93.0       11914.0       25142.0       71046.0   \n",
              "삼성(무역센터)               144.0        4308.0        6824.0       14275.0   \n",
              "상왕십리                    84.0        5331.0       13243.0       38398.0   \n",
              "서울대입구(관악구청)           3862.0       28844.0       43374.0      126268.0   \n",
              "서초                      41.0        1254.0        7429.0       14833.0   \n",
              "선릉                      24.0        3627.0       10025.0       20170.0   \n",
              "성수                      67.0        5404.0        9234.0       22648.0   \n",
              "시청                      14.0         842.0        1860.0        4613.0   \n",
              "신답                       4.0        1052.0        1755.0        6550.0   \n",
              "신당                      24.0        6188.0       11533.0       26362.0   \n",
              "신대방                    181.0       26149.0       36950.0       88550.0   \n",
              "신도림                   3713.0       35758.0       49765.0      131054.0   \n",
              "신림                     237.0       40109.0       75790.0      203625.0   \n",
              "신설동                     35.0        1067.0        1310.0        3601.0   \n",
              "신정네거리                   39.0        8271.0       16971.0       49959.0   \n",
              "신촌                      45.0        5155.0       12632.0       32080.0   \n",
              "아현                      13.0        4278.0       10960.0       27259.0   \n",
              "양천구청                    11.0        4885.0       11068.0       32319.0   \n",
              "역삼                      27.0        3419.0        8075.0       14314.0   \n",
              "영등포구청                   27.0        5705.0       12736.0       40313.0   \n",
              "왕십리(성동구청)              874.0        6955.0        9989.0       25284.0   \n",
              "용답                      13.0        2624.0        3290.0        7516.0   \n",
              "용두(동대문구청)               32.0        1176.0        1555.0        4701.0   \n",
              "을지로3가                    9.0         911.0        1978.0        5137.0   \n",
              "을지로4가                    5.0         945.0        1506.0        3094.0   \n",
              "을지로입구                   64.0        1704.0        2899.0        7675.0   \n",
              "이대                      42.0        2869.0        7826.0       22937.0   \n",
              "잠실(송파구청)                80.0       11325.0       45211.0      109926.0   \n",
              "잠실나루                     9.0        3088.0       11574.0       37939.0   \n",
              "잠실새내                    12.0        4403.0       15911.0       52908.0   \n",
              "종합운동장                    4.0        1606.0        5673.0       16237.0   \n",
              "충정로(경기대입구)              40.0        2996.0        6449.0       15546.0   \n",
              "한양대                     10.0         976.0        2194.0        4958.0   \n",
              "합정                      47.0        7414.0       17437.0       43598.0   \n",
              "홍대입구                   258.0       11271.0       20930.0       56687.0   \n",
              "\n",
              "                08시-09시 승차인원  09시-10시 승차인원  10시-11시 승차인원  11시-12시 승차인원  \\\n",
              "지하철역                                                                     \n",
              "강남                   60412.0       47444.0       47162.0       63593.0   \n",
              "강변(동서울터미널)          106012.0       72448.0       50860.0       45540.0   \n",
              "건대입구                 88094.0       58146.0       33837.0       31591.0   \n",
              "교대(법원.검찰청)           33988.0       26824.0       25349.0       30985.0   \n",
              "구로디지털단지             183174.0      109828.0       60920.0       54690.0   \n",
              "구의(광진구청)            111827.0       62341.0       32099.0       26917.0   \n",
              "낙성대(강감찬)            125167.0       76944.0       39332.0       33589.0   \n",
              "당산                   55760.0       31967.0       21461.0       20442.0   \n",
              "대림(구로구청)             91050.0       61110.0       33297.0       27642.0   \n",
              "도림천                   3286.0        2138.0        1836.0        1620.0   \n",
              "동대문역사문화공원(DDP)        9136.0        9118.0       10107.0       13110.0   \n",
              "뚝섬                   25566.0       17966.0       14073.0       15173.0   \n",
              "문래                   46699.0       25361.0       17682.0       17109.0   \n",
              "방배                   30780.0       23695.0       17019.0       17378.0   \n",
              "봉천                  122108.0       68994.0       36127.0       29630.0   \n",
              "사당                   99350.0       68597.0       42278.0       38482.0   \n",
              "삼성(무역센터)             19060.0       20085.0       22351.0       32496.0   \n",
              "상왕십리                 59728.0       32021.0       19804.0       17833.0   \n",
              "서울대입구(관악구청)         182014.0      114219.0       61185.0       54187.0   \n",
              "서초                   24521.0       24260.0       18322.0       24348.0   \n",
              "선릉                   29681.0       28075.0       31786.0       42605.0   \n",
              "성수                   29800.0       22575.0       19827.0       20914.0   \n",
              "시청                    6633.0        8802.0       11360.0       16922.0   \n",
              "신답                    9858.0        4205.0        2180.0        1950.0   \n",
              "신당                   41840.0       24992.0       17394.0       16546.0   \n",
              "신대방                 130425.0       76528.0       40883.0       31804.0   \n",
              "신도림                 133861.0       82632.0       53442.0       51495.0   \n",
              "신림                  311074.0      177267.0       92298.0       74891.0   \n",
              "신설동                   6334.0        4054.0        3804.0        4649.0   \n",
              "신정네거리                44209.0       23093.0       15248.0       13415.0   \n",
              "신촌                   47287.0       31859.0       30307.0       36286.0   \n",
              "아현                   37421.0       21384.0       15030.0       14067.0   \n",
              "양천구청                 29838.0       15185.0       10062.0        8736.0   \n",
              "역삼                   23582.0       22155.0       22979.0       30623.0   \n",
              "영등포구청                47132.0       29459.0       22530.0       23320.0   \n",
              "왕십리(성동구청)            43964.0       26985.0       17938.0       18453.0   \n",
              "용답                   12261.0        6720.0        4215.0        3594.0   \n",
              "용두(동대문구청)             8090.0        4233.0        3341.0        3674.0   \n",
              "을지로3가                 8881.0        9900.0       11150.0       15465.0   \n",
              "을지로4가                 5920.0        6472.0        8712.0       11935.0   \n",
              "을지로입구                13246.0       13992.0       16743.0       25033.0   \n",
              "이대                   30568.0       17650.0       12793.0       14108.0   \n",
              "잠실(송파구청)            153802.0      107993.0       68886.0       68066.0   \n",
              "잠실나루                 44852.0       26790.0       20747.0       19769.0   \n",
              "잠실새내                 69655.0       40827.0       26237.0       23997.0   \n",
              "종합운동장                22676.0       15380.0        9324.0        8814.0   \n",
              "충정로(경기대입구)           21518.0       13443.0        9697.0       10390.0   \n",
              "한양대                   8237.0        6480.0        6244.0        8340.0   \n",
              "합정                   55771.0       35421.0       24762.0       25478.0   \n",
              "홍대입구                 74842.0       46502.0       34996.0       40033.0   \n",
              "\n",
              "                12시-13시 승차인원  13시-14시 승차인원  ...  18시-19시 승차인원  19시-20시 승차인원  \\\n",
              "지하철역                                        ...                               \n",
              "강남                   80198.0       96731.0  ...      333597.0      202589.0   \n",
              "강변(동서울터미널)           45801.0       43734.0  ...       58456.0       41062.0   \n",
              "건대입구                 36562.0       39017.0  ...       79285.0       56745.0   \n",
              "교대(법원.검찰청)           34406.0       40404.0  ...      146869.0       64550.0   \n",
              "구로디지털단지              59463.0       61034.0  ...      236175.0      109183.0   \n",
              "구의(광진구청)             27514.0       26932.0  ...       41165.0       20148.0   \n",
              "낙성대(강감찬)             35687.0       34536.0  ...       46497.0       26218.0   \n",
              "당산                   21169.0       21111.0  ...       60343.0       26398.0   \n",
              "대림(구로구청)             30079.0       29912.0  ...       52957.0       26990.0   \n",
              "도림천                   2489.0        1670.0  ...        4158.0        1918.0   \n",
              "동대문역사문화공원(DDP)       15181.0       16607.0  ...       40202.0       23199.0   \n",
              "뚝섬                   18985.0       20845.0  ...      125164.0       61137.0   \n",
              "문래                   19191.0       21095.0  ...      103006.0       35687.0   \n",
              "방배                   19294.0       21843.0  ...       66605.0       26986.0   \n",
              "봉천                   30628.0       30956.0  ...       32484.0       18089.0   \n",
              "사당                   42965.0       44447.0  ...       87006.0       53854.0   \n",
              "삼성(무역센터)             39188.0       50793.0  ...      292353.0      145577.0   \n",
              "상왕십리                 18591.0       18445.0  ...       28805.0       17223.0   \n",
              "서울대입구(관악구청)          60127.0       60081.0  ...       85401.0       50652.0   \n",
              "서초                   22332.0       27938.0  ...      105483.0       43063.0   \n",
              "선릉                   49628.0       58696.0  ...      288032.0      133762.0   \n",
              "성수                   24384.0       29681.0  ...      227994.0       95913.0   \n",
              "시청                   17020.0       21198.0  ...      161483.0       49943.0   \n",
              "신답                    1808.0        1767.0  ...        2233.0         976.0   \n",
              "신당                   18555.0       19597.0  ...       32669.0       20439.0   \n",
              "신대방                  32145.0       30551.0  ...       40888.0       21873.0   \n",
              "신도림                  59198.0       61366.0  ...      123634.0       67229.0   \n",
              "신림                   79100.0       74554.0  ...       83121.0       50878.0   \n",
              "신설동                   5669.0        6277.0  ...       10839.0        4287.0   \n",
              "신정네거리                13330.0       12394.0  ...       11512.0        6827.0   \n",
              "신촌                   44464.0       45463.0  ...       82902.0       55226.0   \n",
              "아현                   14194.0       14108.0  ...       19595.0       11414.0   \n",
              "양천구청                  9050.0        9136.0  ...        8840.0        3625.0   \n",
              "역삼                   37384.0       44667.0  ...      284856.0      139400.0   \n",
              "영등포구청                24712.0       25591.0  ...      107795.0       33349.0   \n",
              "왕십리(성동구청)            20015.0       20986.0  ...       35785.0       21457.0   \n",
              "용답                    3847.0        4176.0  ...        3667.0        2160.0   \n",
              "용두(동대문구청)             3730.0        3574.0  ...        5766.0        2417.0   \n",
              "을지로3가                17546.0       20753.0  ...      128972.0       49903.0   \n",
              "을지로4가                14213.0       16034.0  ...       69279.0       29431.0   \n",
              "을지로입구                30391.0       40023.0  ...      239134.0       92855.0   \n",
              "이대                   18160.0       19600.0  ...       30259.0       18485.0   \n",
              "잠실(송파구청)             74625.0       80754.0  ...      196396.0      121617.0   \n",
              "잠실나루                 19837.0       18438.0  ...       29963.0       13809.0   \n",
              "잠실새내                 25998.0       27042.0  ...       36977.0       26817.0   \n",
              "종합운동장                 9250.0        8977.0  ...       17581.0       11040.0   \n",
              "충정로(경기대입구)           10752.0       11911.0  ...       49566.0       14290.0   \n",
              "한양대                   9617.0       11031.0  ...       27398.0       13176.0   \n",
              "합정                   30047.0       34181.0  ...      108858.0       69362.0   \n",
              "홍대입구                 50771.0       59356.0  ...      152578.0      116775.0   \n",
              "\n",
              "                20시-21시 승차인원  21시-22시 승차인원  22시-23시 승차인원  23시-24시 승차인원  \\\n",
              "지하철역                                                                     \n",
              "강남                  156402.0      212344.0      209363.0       27475.0   \n",
              "강변(동서울터미널)           30584.0       26850.0       20304.0        5206.0   \n",
              "건대입구                 57426.0       82927.0       81501.0       11703.0   \n",
              "교대(법원.검찰청)           49050.0       58044.0       53655.0        7841.0   \n",
              "구로디지털단지              61807.0       56760.0       49254.0        7902.0   \n",
              "구의(광진구청)             15673.0       16519.0       15886.0        4342.0   \n",
              "낙성대(강감찬)             20440.0       20718.0       17056.0        4231.0   \n",
              "당산                   19514.0       22644.0       21194.0        4488.0   \n",
              "대림(구로구청)             18925.0       16643.0       12799.0        3662.0   \n",
              "도림천                    950.0         879.0         489.0         151.0   \n",
              "동대문역사문화공원(DDP)       17109.0       19484.0       14614.0        4046.0   \n",
              "뚝섬                   38540.0       38004.0       29495.0        4086.0   \n",
              "문래                   24287.0       27139.0       25190.0        3860.0   \n",
              "방배                   19297.0       20356.0       18102.0        3448.0   \n",
              "봉천                   14527.0       14440.0       11213.0        2650.0   \n",
              "사당                   48106.0       61899.0       62883.0       11040.0   \n",
              "삼성(무역센터)            101060.0       89962.0       67261.0        8571.0   \n",
              "상왕십리                 11409.0       10593.0        8229.0        1724.0   \n",
              "서울대입구(관악구청)          42459.0       50213.0       45312.0        9108.0   \n",
              "서초                   26002.0       27445.0       20674.0        4234.0   \n",
              "선릉                   83372.0       88665.0       81012.0       11296.0   \n",
              "성수                   55590.0       61467.0       46179.0        5474.0   \n",
              "시청                   34005.0       34984.0       25529.0        3207.0   \n",
              "신답                     589.0         546.0         534.0          87.0   \n",
              "신당                   14612.0       13856.0       12814.0        2756.0   \n",
              "신대방                  15635.0       12507.0       10554.0        2900.0   \n",
              "신도림                  56970.0       65938.0       56779.0        9603.0   \n",
              "신림                   42944.0       46544.0       44506.0       10139.0   \n",
              "신설동                   2653.0        2313.0        1738.0         397.0   \n",
              "신정네거리                 5052.0        4296.0        4010.0         816.0   \n",
              "신촌                   56671.0       68028.0       67720.0       11498.0   \n",
              "아현                    8007.0        7237.0        4964.0        1332.0   \n",
              "양천구청                  2539.0        2096.0        2234.0         625.0   \n",
              "역삼                   76463.0       80410.0       64947.0       10586.0   \n",
              "영등포구청                24451.0       25942.0       20561.0        3850.0   \n",
              "왕십리(성동구청)            19821.0       26754.0       28512.0        4941.0   \n",
              "용답                    1422.0        1172.0        1156.0         339.0   \n",
              "용두(동대문구청)             1462.0        1343.0         898.0         191.0   \n",
              "을지로3가                34156.0       45363.0       45271.0        5310.0   \n",
              "을지로4가                15595.0       13658.0       11588.0        2086.0   \n",
              "을지로입구                80662.0       56892.0       45993.0        6249.0   \n",
              "이대                   15316.0       16280.0       12816.0        3166.0   \n",
              "잠실(송파구청)            119825.0      105519.0       90586.0       15197.0   \n",
              "잠실나루                 10284.0        8099.0        6735.0        1718.0   \n",
              "잠실새내                 24994.0       28050.0       30158.0        5624.0   \n",
              "종합운동장                16257.0       18190.0       12477.0        1367.0   \n",
              "충정로(경기대입구)            9212.0        9205.0        8085.0        1326.0   \n",
              "한양대                  10124.0       10249.0        9117.0        3269.0   \n",
              "합정                   53213.0       70916.0       72126.0       11881.0   \n",
              "홍대입구                116231.0      167876.0      168232.0       25242.0   \n",
              "\n",
              "                00시-01시 승차인원  01시-02시 승차인원  02시-03시 승차인원  03시-04시 승차인원  \n",
              "지하철역                                                                    \n",
              "강남                       7.0           0.0           0.0           0.0  \n",
              "강변(동서울터미널)               4.0           1.0           0.0           0.0  \n",
              "건대입구                    15.0           0.0           0.0           0.0  \n",
              "교대(법원.검찰청)               3.0           0.0           0.0           0.0  \n",
              "구로디지털단지                  0.0           1.0           0.0           0.0  \n",
              "구의(광진구청)                 6.0           0.0           0.0           0.0  \n",
              "낙성대(강감찬)                 6.0           0.0           0.0           0.0  \n",
              "당산                       1.0           0.0           0.0           0.0  \n",
              "대림(구로구청)                 2.0           1.0           0.0           0.0  \n",
              "도림천                      3.0           0.0           0.0           0.0  \n",
              "동대문역사문화공원(DDP)           3.0           0.0           0.0           0.0  \n",
              "뚝섬                       4.0           0.0           0.0           0.0  \n",
              "문래                       3.0           0.0           1.0           0.0  \n",
              "방배                       1.0           1.0           2.0           0.0  \n",
              "봉천                       1.0           0.0           0.0           0.0  \n",
              "사당                       5.0           0.0           0.0           0.0  \n",
              "삼성(무역센터)                 0.0           0.0           0.0           0.0  \n",
              "상왕십리                     0.0           0.0           0.0           0.0  \n",
              "서울대입구(관악구청)              1.0           0.0           0.0           0.0  \n",
              "서초                       1.0           0.0           0.0           0.0  \n",
              "선릉                       0.0           0.0           0.0           0.0  \n",
              "성수                       5.0           0.0           0.0           0.0  \n",
              "시청                       1.0           0.0           0.0           0.0  \n",
              "신답                       0.0           0.0           0.0           0.0  \n",
              "신당                       1.0           0.0           0.0           0.0  \n",
              "신대방                      0.0           0.0           0.0           0.0  \n",
              "신도림                     22.0           0.0           0.0           0.0  \n",
              "신림                       1.0           1.0           0.0           0.0  \n",
              "신설동                      0.0           0.0           0.0           0.0  \n",
              "신정네거리                    4.0           1.0           0.0           0.0  \n",
              "신촌                       2.0           0.0           0.0           0.0  \n",
              "아현                       4.0           1.0           0.0           0.0  \n",
              "양천구청                     3.0           0.0           0.0           0.0  \n",
              "역삼                       2.0           0.0           1.0           0.0  \n",
              "영등포구청                    1.0           0.0           1.0           0.0  \n",
              "왕십리(성동구청)               11.0           0.0           0.0           0.0  \n",
              "용답                       1.0           0.0           2.0           0.0  \n",
              "용두(동대문구청)                0.0           0.0           0.0           0.0  \n",
              "을지로3가                    2.0           0.0           0.0           0.0  \n",
              "을지로4가                    2.0           1.0           0.0           0.0  \n",
              "을지로입구                    4.0           0.0           0.0           0.0  \n",
              "이대                       0.0           0.0           0.0           0.0  \n",
              "잠실(송파구청)                13.0           0.0           1.0           0.0  \n",
              "잠실나루                     1.0           0.0           0.0           0.0  \n",
              "잠실새내                     8.0           0.0           0.0           0.0  \n",
              "종합운동장                    3.0           0.0           0.0           0.0  \n",
              "충정로(경기대입구)               0.0           0.0           0.0           0.0  \n",
              "한양대                      1.0           1.0           0.0           0.0  \n",
              "합정                       1.0           0.0           0.0           0.0  \n",
              "홍대입구                   124.0           0.0           0.0           0.0  \n",
              "\n",
              "[50 rows x 24 columns]"
            ]
          },
          "execution_count": 8,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "# 승차 인원 컬럼만 추출\n",
        "metro_get_on = pd.DataFrame()\n",
        "metro_get_on['지하철역']=metro_st_line2['지하철역']\n",
        "for i in range(int((len(metro_recent.columns)-3)/2)):\n",
        "    metro_get_on[metro_st_line2.columns[3+2*i]]=metro_st_line2[metro_st_line2.columns[3+2*i]]\n",
        "metro_get_on=metro_get_on.set_index('지하철역')\n",
        "metro_get_on"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "b99bced0-2cd6-42ea-82fd-92c66b04a5f3",
      "metadata": {
        "id": "b99bced0-2cd6-42ea-82fd-92c66b04a5f3",
        "outputId": "c7c69fa9-4caa-413a-9bdd-83efea11fee6"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
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              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>04시-05시 하차인원</th>\n",
              "      <th>05시-06시 하차인원</th>\n",
              "      <th>06시-07시 하차인원</th>\n",
              "      <th>07시-08시 하차인원</th>\n",
              "      <th>08시-09시 하차인원</th>\n",
              "      <th>09시-10시 하차인원</th>\n",
              "      <th>10시-11시 하차인원</th>\n",
              "      <th>11시-12시 하차인원</th>\n",
              "      <th>12시-13시 하차인원</th>\n",
              "      <th>13시-14시 하차인원</th>\n",
              "      <th>...</th>\n",
              "      <th>18시-19시 하차인원</th>\n",
              "      <th>19시-20시 하차인원</th>\n",
              "      <th>20시-21시 하차인원</th>\n",
              "      <th>21시-22시 하차인원</th>\n",
              "      <th>22시-23시 하차인원</th>\n",
              "      <th>23시-24시 하차인원</th>\n",
              "      <th>00시-01시 하차인원</th>\n",
              "      <th>01시-02시 하차인원</th>\n",
              "      <th>02시-03시 하차인원</th>\n",
              "      <th>03시-04시 하차인원</th>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>지하철역</th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>강남</th>\n",
              "      <td>5.0</td>\n",
              "      <td>10898.0</td>\n",
              "      <td>49800.0</td>\n",
              "      <td>150575.0</td>\n",
              "      <td>319617.0</td>\n",
              "      <td>310538.0</td>\n",
              "      <td>146907.0</td>\n",
              "      <td>104498.0</td>\n",
              "      <td>102420.0</td>\n",
              "      <td>121091.0</td>\n",
              "      <td>...</td>\n",
              "      <td>182063.0</td>\n",
              "      <td>99888.0</td>\n",
              "      <td>43968.0</td>\n",
              "      <td>35446.0</td>\n",
              "      <td>37493.0</td>\n",
              "      <td>13686.0</td>\n",
              "      <td>5.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>강변(동서울터미널)</th>\n",
              "      <td>0.0</td>\n",
              "      <td>2136.0</td>\n",
              "      <td>21465.0</td>\n",
              "      <td>24424.0</td>\n",
              "      <td>46063.0</td>\n",
              "      <td>36699.0</td>\n",
              "      <td>34309.0</td>\n",
              "      <td>31714.0</td>\n",
              "      <td>35111.0</td>\n",
              "      <td>39567.0</td>\n",
              "      <td>...</td>\n",
              "      <td>108021.0</td>\n",
              "      <td>74801.0</td>\n",
              "      <td>47900.0</td>\n",
              "      <td>40695.0</td>\n",
              "      <td>48963.0</td>\n",
              "      <td>14835.0</td>\n",
              "      <td>403.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>건대입구</th>\n",
              "      <td>7.0</td>\n",
              "      <td>2139.0</td>\n",
              "      <td>19701.0</td>\n",
              "      <td>26069.0</td>\n",
              "      <td>61058.0</td>\n",
              "      <td>47220.0</td>\n",
              "      <td>36298.0</td>\n",
              "      <td>37929.0</td>\n",
              "      <td>46292.0</td>\n",
              "      <td>52863.0</td>\n",
              "      <td>...</td>\n",
              "      <td>144916.0</td>\n",
              "      <td>94289.0</td>\n",
              "      <td>49337.0</td>\n",
              "      <td>45034.0</td>\n",
              "      <td>50847.0</td>\n",
              "      <td>22174.0</td>\n",
              "      <td>2442.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>교대(법원.검찰청)</th>\n",
              "      <td>1.0</td>\n",
              "      <td>6923.0</td>\n",
              "      <td>25344.0</td>\n",
              "      <td>58254.0</td>\n",
              "      <td>157982.0</td>\n",
              "      <td>137549.0</td>\n",
              "      <td>66113.0</td>\n",
              "      <td>51410.0</td>\n",
              "      <td>46562.0</td>\n",
              "      <td>53373.0</td>\n",
              "      <td>...</td>\n",
              "      <td>67556.0</td>\n",
              "      <td>40034.0</td>\n",
              "      <td>21605.0</td>\n",
              "      <td>19337.0</td>\n",
              "      <td>22696.0</td>\n",
              "      <td>8012.0</td>\n",
              "      <td>55.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>구로디지털단지</th>\n",
              "      <td>6.0</td>\n",
              "      <td>5663.0</td>\n",
              "      <td>22522.0</td>\n",
              "      <td>85822.0</td>\n",
              "      <td>268761.0</td>\n",
              "      <td>152613.0</td>\n",
              "      <td>57973.0</td>\n",
              "      <td>43450.0</td>\n",
              "      <td>44629.0</td>\n",
              "      <td>51260.0</td>\n",
              "      <td>...</td>\n",
              "      <td>162836.0</td>\n",
              "      <td>125661.0</td>\n",
              "      <td>76419.0</td>\n",
              "      <td>75719.0</td>\n",
              "      <td>89412.0</td>\n",
              "      <td>36652.0</td>\n",
              "      <td>34.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>구의(광진구청)</th>\n",
              "      <td>1.0</td>\n",
              "      <td>1149.0</td>\n",
              "      <td>9640.0</td>\n",
              "      <td>15389.0</td>\n",
              "      <td>39614.0</td>\n",
              "      <td>22182.0</td>\n",
              "      <td>18572.0</td>\n",
              "      <td>18261.0</td>\n",
              "      <td>20806.0</td>\n",
              "      <td>23563.0</td>\n",
              "      <td>...</td>\n",
              "      <td>90738.0</td>\n",
              "      <td>64759.0</td>\n",
              "      <td>40868.0</td>\n",
              "      <td>38952.0</td>\n",
              "      <td>44587.0</td>\n",
              "      <td>16515.0</td>\n",
              "      <td>1038.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>낙성대(강감찬)</th>\n",
              "      <td>0.0</td>\n",
              "      <td>1942.0</td>\n",
              "      <td>8488.0</td>\n",
              "      <td>20099.0</td>\n",
              "      <td>38509.0</td>\n",
              "      <td>30811.0</td>\n",
              "      <td>23826.0</td>\n",
              "      <td>21550.0</td>\n",
              "      <td>24991.0</td>\n",
              "      <td>25891.0</td>\n",
              "      <td>...</td>\n",
              "      <td>95878.0</td>\n",
              "      <td>81237.0</td>\n",
              "      <td>50982.0</td>\n",
              "      <td>49182.0</td>\n",
              "      <td>62294.0</td>\n",
              "      <td>22418.0</td>\n",
              "      <td>1409.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>당산</th>\n",
              "      <td>4.0</td>\n",
              "      <td>3109.0</td>\n",
              "      <td>12432.0</td>\n",
              "      <td>29933.0</td>\n",
              "      <td>78083.0</td>\n",
              "      <td>37339.0</td>\n",
              "      <td>18344.0</td>\n",
              "      <td>16913.0</td>\n",
              "      <td>18874.0</td>\n",
              "      <td>21079.0</td>\n",
              "      <td>...</td>\n",
              "      <td>73469.0</td>\n",
              "      <td>48000.0</td>\n",
              "      <td>29505.0</td>\n",
              "      <td>29942.0</td>\n",
              "      <td>33814.0</td>\n",
              "      <td>13350.0</td>\n",
              "      <td>205.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>대림(구로구청)</th>\n",
              "      <td>20.0</td>\n",
              "      <td>3267.0</td>\n",
              "      <td>11601.0</td>\n",
              "      <td>24681.0</td>\n",
              "      <td>56423.0</td>\n",
              "      <td>34946.0</td>\n",
              "      <td>28143.0</td>\n",
              "      <td>28225.0</td>\n",
              "      <td>27936.0</td>\n",
              "      <td>29486.0</td>\n",
              "      <td>...</td>\n",
              "      <td>72361.0</td>\n",
              "      <td>52134.0</td>\n",
              "      <td>34930.0</td>\n",
              "      <td>44849.0</td>\n",
              "      <td>50327.0</td>\n",
              "      <td>17529.0</td>\n",
              "      <td>305.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>도림천</th>\n",
              "      <td>0.0</td>\n",
              "      <td>320.0</td>\n",
              "      <td>833.0</td>\n",
              "      <td>4678.0</td>\n",
              "      <td>6326.0</td>\n",
              "      <td>2308.0</td>\n",
              "      <td>1521.0</td>\n",
              "      <td>1305.0</td>\n",
              "      <td>1941.0</td>\n",
              "      <td>1452.0</td>\n",
              "      <td>...</td>\n",
              "      <td>2852.0</td>\n",
              "      <td>2584.0</td>\n",
              "      <td>1506.0</td>\n",
              "      <td>1366.0</td>\n",
              "      <td>1445.0</td>\n",
              "      <td>669.0</td>\n",
              "      <td>50.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>동대문역사문화공원(DDP)</th>\n",
              "      <td>5.0</td>\n",
              "      <td>1096.0</td>\n",
              "      <td>7728.0</td>\n",
              "      <td>23936.0</td>\n",
              "      <td>50285.0</td>\n",
              "      <td>29711.0</td>\n",
              "      <td>23521.0</td>\n",
              "      <td>24484.0</td>\n",
              "      <td>21251.0</td>\n",
              "      <td>21216.0</td>\n",
              "      <td>...</td>\n",
              "      <td>19893.0</td>\n",
              "      <td>20875.0</td>\n",
              "      <td>13169.0</td>\n",
              "      <td>10321.0</td>\n",
              "      <td>10220.0</td>\n",
              "      <td>5848.0</td>\n",
              "      <td>362.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>뚝섬</th>\n",
              "      <td>11.0</td>\n",
              "      <td>2219.0</td>\n",
              "      <td>14766.0</td>\n",
              "      <td>37548.0</td>\n",
              "      <td>141284.0</td>\n",
              "      <td>87408.0</td>\n",
              "      <td>38360.0</td>\n",
              "      <td>27280.0</td>\n",
              "      <td>29331.0</td>\n",
              "      <td>32608.0</td>\n",
              "      <td>...</td>\n",
              "      <td>43486.0</td>\n",
              "      <td>24961.0</td>\n",
              "      <td>12909.0</td>\n",
              "      <td>11243.0</td>\n",
              "      <td>13263.0</td>\n",
              "      <td>5431.0</td>\n",
              "      <td>60.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>문래</th>\n",
              "      <td>0.0</td>\n",
              "      <td>2246.0</td>\n",
              "      <td>10424.0</td>\n",
              "      <td>35904.0</td>\n",
              "      <td>124013.0</td>\n",
              "      <td>54728.0</td>\n",
              "      <td>21707.0</td>\n",
              "      <td>18746.0</td>\n",
              "      <td>21015.0</td>\n",
              "      <td>21885.0</td>\n",
              "      <td>...</td>\n",
              "      <td>55422.0</td>\n",
              "      <td>38466.0</td>\n",
              "      <td>19248.0</td>\n",
              "      <td>17526.0</td>\n",
              "      <td>20479.0</td>\n",
              "      <td>7474.0</td>\n",
              "      <td>212.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>방배</th>\n",
              "      <td>1.0</td>\n",
              "      <td>3143.0</td>\n",
              "      <td>14236.0</td>\n",
              "      <td>27907.0</td>\n",
              "      <td>73679.0</td>\n",
              "      <td>46538.0</td>\n",
              "      <td>23692.0</td>\n",
              "      <td>18937.0</td>\n",
              "      <td>19729.0</td>\n",
              "      <td>21431.0</td>\n",
              "      <td>...</td>\n",
              "      <td>37378.0</td>\n",
              "      <td>25453.0</td>\n",
              "      <td>16085.0</td>\n",
              "      <td>16246.0</td>\n",
              "      <td>19311.0</td>\n",
              "      <td>6320.0</td>\n",
              "      <td>23.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>2.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>봉천</th>\n",
              "      <td>0.0</td>\n",
              "      <td>1588.0</td>\n",
              "      <td>7349.0</td>\n",
              "      <td>13080.0</td>\n",
              "      <td>26337.0</td>\n",
              "      <td>19903.0</td>\n",
              "      <td>18991.0</td>\n",
              "      <td>19263.0</td>\n",
              "      <td>20935.0</td>\n",
              "      <td>23982.0</td>\n",
              "      <td>...</td>\n",
              "      <td>85946.0</td>\n",
              "      <td>70985.0</td>\n",
              "      <td>42176.0</td>\n",
              "      <td>40541.0</td>\n",
              "      <td>46417.0</td>\n",
              "      <td>18540.0</td>\n",
              "      <td>216.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>사당</th>\n",
              "      <td>3.0</td>\n",
              "      <td>3608.0</td>\n",
              "      <td>27176.0</td>\n",
              "      <td>40749.0</td>\n",
              "      <td>61741.0</td>\n",
              "      <td>46692.0</td>\n",
              "      <td>38259.0</td>\n",
              "      <td>40378.0</td>\n",
              "      <td>41123.0</td>\n",
              "      <td>43722.0</td>\n",
              "      <td>...</td>\n",
              "      <td>150629.0</td>\n",
              "      <td>101100.0</td>\n",
              "      <td>58073.0</td>\n",
              "      <td>56336.0</td>\n",
              "      <td>67449.0</td>\n",
              "      <td>25121.0</td>\n",
              "      <td>1427.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>삼성(무역센터)</th>\n",
              "      <td>0.0</td>\n",
              "      <td>5060.0</td>\n",
              "      <td>39509.0</td>\n",
              "      <td>125083.0</td>\n",
              "      <td>329768.0</td>\n",
              "      <td>230793.0</td>\n",
              "      <td>92072.0</td>\n",
              "      <td>67706.0</td>\n",
              "      <td>59609.0</td>\n",
              "      <td>67325.0</td>\n",
              "      <td>...</td>\n",
              "      <td>54569.0</td>\n",
              "      <td>29137.0</td>\n",
              "      <td>16038.0</td>\n",
              "      <td>12849.0</td>\n",
              "      <td>13222.0</td>\n",
              "      <td>4721.0</td>\n",
              "      <td>1992.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>상왕십리</th>\n",
              "      <td>8.0</td>\n",
              "      <td>539.0</td>\n",
              "      <td>5660.0</td>\n",
              "      <td>12466.0</td>\n",
              "      <td>35889.0</td>\n",
              "      <td>20006.0</td>\n",
              "      <td>13366.0</td>\n",
              "      <td>11743.0</td>\n",
              "      <td>14145.0</td>\n",
              "      <td>15188.0</td>\n",
              "      <td>...</td>\n",
              "      <td>48281.0</td>\n",
              "      <td>32969.0</td>\n",
              "      <td>20006.0</td>\n",
              "      <td>19694.0</td>\n",
              "      <td>22933.0</td>\n",
              "      <td>9274.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>서울대입구(관악구청)</th>\n",
              "      <td>12.0</td>\n",
              "      <td>2372.0</td>\n",
              "      <td>13516.0</td>\n",
              "      <td>31479.0</td>\n",
              "      <td>65620.0</td>\n",
              "      <td>60236.0</td>\n",
              "      <td>48062.0</td>\n",
              "      <td>42982.0</td>\n",
              "      <td>47115.0</td>\n",
              "      <td>52218.0</td>\n",
              "      <td>...</td>\n",
              "      <td>173128.0</td>\n",
              "      <td>141346.0</td>\n",
              "      <td>80526.0</td>\n",
              "      <td>74010.0</td>\n",
              "      <td>94861.0</td>\n",
              "      <td>35233.0</td>\n",
              "      <td>7332.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>서초</th>\n",
              "      <td>1.0</td>\n",
              "      <td>4470.0</td>\n",
              "      <td>19853.0</td>\n",
              "      <td>50017.0</td>\n",
              "      <td>122633.0</td>\n",
              "      <td>89155.0</td>\n",
              "      <td>36873.0</td>\n",
              "      <td>25777.0</td>\n",
              "      <td>20262.0</td>\n",
              "      <td>24306.0</td>\n",
              "      <td>...</td>\n",
              "      <td>22952.0</td>\n",
              "      <td>15053.0</td>\n",
              "      <td>9241.0</td>\n",
              "      <td>8981.0</td>\n",
              "      <td>11076.0</td>\n",
              "      <td>3479.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>선릉</th>\n",
              "      <td>0.0</td>\n",
              "      <td>6383.0</td>\n",
              "      <td>38339.0</td>\n",
              "      <td>109031.0</td>\n",
              "      <td>279007.0</td>\n",
              "      <td>213379.0</td>\n",
              "      <td>90882.0</td>\n",
              "      <td>62958.0</td>\n",
              "      <td>52723.0</td>\n",
              "      <td>59890.0</td>\n",
              "      <td>...</td>\n",
              "      <td>53553.0</td>\n",
              "      <td>30913.0</td>\n",
              "      <td>17950.0</td>\n",
              "      <td>15963.0</td>\n",
              "      <td>18029.0</td>\n",
              "      <td>6674.0</td>\n",
              "      <td>98.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>성수</th>\n",
              "      <td>0.0</td>\n",
              "      <td>3807.0</td>\n",
              "      <td>27616.0</td>\n",
              "      <td>73962.0</td>\n",
              "      <td>269072.0</td>\n",
              "      <td>143068.0</td>\n",
              "      <td>48317.0</td>\n",
              "      <td>37558.0</td>\n",
              "      <td>38283.0</td>\n",
              "      <td>43934.0</td>\n",
              "      <td>...</td>\n",
              "      <td>56132.0</td>\n",
              "      <td>33187.0</td>\n",
              "      <td>16273.0</td>\n",
              "      <td>12978.0</td>\n",
              "      <td>14950.0</td>\n",
              "      <td>8790.0</td>\n",
              "      <td>2237.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>시청</th>\n",
              "      <td>1.0</td>\n",
              "      <td>1763.0</td>\n",
              "      <td>14975.0</td>\n",
              "      <td>64814.0</td>\n",
              "      <td>200414.0</td>\n",
              "      <td>77430.0</td>\n",
              "      <td>22797.0</td>\n",
              "      <td>19360.0</td>\n",
              "      <td>18897.0</td>\n",
              "      <td>20182.0</td>\n",
              "      <td>...</td>\n",
              "      <td>15107.0</td>\n",
              "      <td>7260.0</td>\n",
              "      <td>3595.0</td>\n",
              "      <td>3606.0</td>\n",
              "      <td>3849.0</td>\n",
              "      <td>1524.0</td>\n",
              "      <td>59.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>신답</th>\n",
              "      <td>1.0</td>\n",
              "      <td>100.0</td>\n",
              "      <td>487.0</td>\n",
              "      <td>890.0</td>\n",
              "      <td>1699.0</td>\n",
              "      <td>1080.0</td>\n",
              "      <td>1003.0</td>\n",
              "      <td>1173.0</td>\n",
              "      <td>1344.0</td>\n",
              "      <td>1436.0</td>\n",
              "      <td>...</td>\n",
              "      <td>9703.0</td>\n",
              "      <td>6552.0</td>\n",
              "      <td>3222.0</td>\n",
              "      <td>3377.0</td>\n",
              "      <td>3394.0</td>\n",
              "      <td>1709.0</td>\n",
              "      <td>9.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>신당</th>\n",
              "      <td>9.0</td>\n",
              "      <td>1100.0</td>\n",
              "      <td>8661.0</td>\n",
              "      <td>17028.0</td>\n",
              "      <td>34245.0</td>\n",
              "      <td>22571.0</td>\n",
              "      <td>17831.0</td>\n",
              "      <td>17917.0</td>\n",
              "      <td>18159.0</td>\n",
              "      <td>19021.0</td>\n",
              "      <td>...</td>\n",
              "      <td>43357.0</td>\n",
              "      <td>28683.0</td>\n",
              "      <td>17106.0</td>\n",
              "      <td>16686.0</td>\n",
              "      <td>19595.0</td>\n",
              "      <td>7887.0</td>\n",
              "      <td>77.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>신대방</th>\n",
              "      <td>7.0</td>\n",
              "      <td>1891.0</td>\n",
              "      <td>8715.0</td>\n",
              "      <td>17853.0</td>\n",
              "      <td>32348.0</td>\n",
              "      <td>22096.0</td>\n",
              "      <td>17774.0</td>\n",
              "      <td>18183.0</td>\n",
              "      <td>21217.0</td>\n",
              "      <td>23533.0</td>\n",
              "      <td>...</td>\n",
              "      <td>93073.0</td>\n",
              "      <td>80612.0</td>\n",
              "      <td>51039.0</td>\n",
              "      <td>55014.0</td>\n",
              "      <td>61617.0</td>\n",
              "      <td>27266.0</td>\n",
              "      <td>4.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>신도림</th>\n",
              "      <td>15.0</td>\n",
              "      <td>4839.0</td>\n",
              "      <td>17439.0</td>\n",
              "      <td>39621.0</td>\n",
              "      <td>109578.0</td>\n",
              "      <td>62858.0</td>\n",
              "      <td>58206.0</td>\n",
              "      <td>54544.0</td>\n",
              "      <td>57805.0</td>\n",
              "      <td>61643.0</td>\n",
              "      <td>...</td>\n",
              "      <td>168715.0</td>\n",
              "      <td>119777.0</td>\n",
              "      <td>65693.0</td>\n",
              "      <td>63590.0</td>\n",
              "      <td>79956.0</td>\n",
              "      <td>34253.0</td>\n",
              "      <td>7289.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>신림</th>\n",
              "      <td>12.0</td>\n",
              "      <td>3706.0</td>\n",
              "      <td>19644.0</td>\n",
              "      <td>34585.0</td>\n",
              "      <td>63808.0</td>\n",
              "      <td>49526.0</td>\n",
              "      <td>41946.0</td>\n",
              "      <td>42580.0</td>\n",
              "      <td>49982.0</td>\n",
              "      <td>57346.0</td>\n",
              "      <td>...</td>\n",
              "      <td>245476.0</td>\n",
              "      <td>211491.0</td>\n",
              "      <td>124849.0</td>\n",
              "      <td>120268.0</td>\n",
              "      <td>139486.0</td>\n",
              "      <td>63466.0</td>\n",
              "      <td>69.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>신설동</th>\n",
              "      <td>0.0</td>\n",
              "      <td>383.0</td>\n",
              "      <td>2273.0</td>\n",
              "      <td>5566.0</td>\n",
              "      <td>13082.0</td>\n",
              "      <td>8209.0</td>\n",
              "      <td>5939.0</td>\n",
              "      <td>6264.0</td>\n",
              "      <td>6076.0</td>\n",
              "      <td>6188.0</td>\n",
              "      <td>...</td>\n",
              "      <td>5544.0</td>\n",
              "      <td>3970.0</td>\n",
              "      <td>2287.0</td>\n",
              "      <td>2061.0</td>\n",
              "      <td>2598.0</td>\n",
              "      <td>1208.0</td>\n",
              "      <td>239.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>신정네거리</th>\n",
              "      <td>0.0</td>\n",
              "      <td>942.0</td>\n",
              "      <td>3727.0</td>\n",
              "      <td>5256.0</td>\n",
              "      <td>11829.0</td>\n",
              "      <td>7607.0</td>\n",
              "      <td>7309.0</td>\n",
              "      <td>8764.0</td>\n",
              "      <td>9404.0</td>\n",
              "      <td>10937.0</td>\n",
              "      <td>...</td>\n",
              "      <td>45804.0</td>\n",
              "      <td>35779.0</td>\n",
              "      <td>19006.0</td>\n",
              "      <td>16793.0</td>\n",
              "      <td>19204.0</td>\n",
              "      <td>9131.0</td>\n",
              "      <td>477.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>신촌</th>\n",
              "      <td>5.0</td>\n",
              "      <td>2658.0</td>\n",
              "      <td>16932.0</td>\n",
              "      <td>34803.0</td>\n",
              "      <td>79059.0</td>\n",
              "      <td>83949.0</td>\n",
              "      <td>51902.0</td>\n",
              "      <td>48479.0</td>\n",
              "      <td>51072.0</td>\n",
              "      <td>59148.0</td>\n",
              "      <td>...</td>\n",
              "      <td>94670.0</td>\n",
              "      <td>59135.0</td>\n",
              "      <td>30481.0</td>\n",
              "      <td>26934.0</td>\n",
              "      <td>30707.0</td>\n",
              "      <td>13593.0</td>\n",
              "      <td>34.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>아현</th>\n",
              "      <td>0.0</td>\n",
              "      <td>1123.0</td>\n",
              "      <td>8038.0</td>\n",
              "      <td>13636.0</td>\n",
              "      <td>23524.0</td>\n",
              "      <td>11943.0</td>\n",
              "      <td>9646.0</td>\n",
              "      <td>9337.0</td>\n",
              "      <td>10531.0</td>\n",
              "      <td>11702.0</td>\n",
              "      <td>...</td>\n",
              "      <td>31469.0</td>\n",
              "      <td>23769.0</td>\n",
              "      <td>14525.0</td>\n",
              "      <td>14830.0</td>\n",
              "      <td>16615.0</td>\n",
              "      <td>6768.0</td>\n",
              "      <td>23.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>양천구청</th>\n",
              "      <td>0.0</td>\n",
              "      <td>828.0</td>\n",
              "      <td>2304.0</td>\n",
              "      <td>5670.0</td>\n",
              "      <td>9747.0</td>\n",
              "      <td>4846.0</td>\n",
              "      <td>4689.0</td>\n",
              "      <td>4717.0</td>\n",
              "      <td>6295.0</td>\n",
              "      <td>7085.0</td>\n",
              "      <td>...</td>\n",
              "      <td>27562.0</td>\n",
              "      <td>24901.0</td>\n",
              "      <td>12956.0</td>\n",
              "      <td>12620.0</td>\n",
              "      <td>13535.0</td>\n",
              "      <td>7028.0</td>\n",
              "      <td>505.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>역삼</th>\n",
              "      <td>0.0</td>\n",
              "      <td>7400.0</td>\n",
              "      <td>38631.0</td>\n",
              "      <td>129504.0</td>\n",
              "      <td>340955.0</td>\n",
              "      <td>279383.0</td>\n",
              "      <td>106015.0</td>\n",
              "      <td>61473.0</td>\n",
              "      <td>51806.0</td>\n",
              "      <td>59051.0</td>\n",
              "      <td>...</td>\n",
              "      <td>53226.0</td>\n",
              "      <td>32039.0</td>\n",
              "      <td>18176.0</td>\n",
              "      <td>15421.0</td>\n",
              "      <td>16658.0</td>\n",
              "      <td>6779.0</td>\n",
              "      <td>2.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>영등포구청</th>\n",
              "      <td>0.0</td>\n",
              "      <td>2986.0</td>\n",
              "      <td>14512.0</td>\n",
              "      <td>37627.0</td>\n",
              "      <td>125800.0</td>\n",
              "      <td>55573.0</td>\n",
              "      <td>26225.0</td>\n",
              "      <td>22196.0</td>\n",
              "      <td>23126.0</td>\n",
              "      <td>25375.0</td>\n",
              "      <td>...</td>\n",
              "      <td>52769.0</td>\n",
              "      <td>35452.0</td>\n",
              "      <td>19737.0</td>\n",
              "      <td>19127.0</td>\n",
              "      <td>21730.0</td>\n",
              "      <td>9464.0</td>\n",
              "      <td>244.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>왕십리(성동구청)</th>\n",
              "      <td>2.0</td>\n",
              "      <td>837.0</td>\n",
              "      <td>5418.0</td>\n",
              "      <td>12493.0</td>\n",
              "      <td>26959.0</td>\n",
              "      <td>17432.0</td>\n",
              "      <td>13460.0</td>\n",
              "      <td>13426.0</td>\n",
              "      <td>16111.0</td>\n",
              "      <td>16983.0</td>\n",
              "      <td>...</td>\n",
              "      <td>50912.0</td>\n",
              "      <td>30974.0</td>\n",
              "      <td>17022.0</td>\n",
              "      <td>15214.0</td>\n",
              "      <td>19954.0</td>\n",
              "      <td>8312.0</td>\n",
              "      <td>78.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>용답</th>\n",
              "      <td>1.0</td>\n",
              "      <td>225.0</td>\n",
              "      <td>862.0</td>\n",
              "      <td>1738.0</td>\n",
              "      <td>3315.0</td>\n",
              "      <td>2281.0</td>\n",
              "      <td>2452.0</td>\n",
              "      <td>2592.0</td>\n",
              "      <td>2951.0</td>\n",
              "      <td>3147.0</td>\n",
              "      <td>...</td>\n",
              "      <td>9809.0</td>\n",
              "      <td>6833.0</td>\n",
              "      <td>4289.0</td>\n",
              "      <td>5502.0</td>\n",
              "      <td>5940.0</td>\n",
              "      <td>2488.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>2.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>용두(동대문구청)</th>\n",
              "      <td>0.0</td>\n",
              "      <td>182.0</td>\n",
              "      <td>963.0</td>\n",
              "      <td>2285.0</td>\n",
              "      <td>6409.0</td>\n",
              "      <td>3503.0</td>\n",
              "      <td>3068.0</td>\n",
              "      <td>3289.0</td>\n",
              "      <td>2804.0</td>\n",
              "      <td>3399.0</td>\n",
              "      <td>...</td>\n",
              "      <td>7446.0</td>\n",
              "      <td>5263.0</td>\n",
              "      <td>2623.0</td>\n",
              "      <td>2797.0</td>\n",
              "      <td>2551.0</td>\n",
              "      <td>1244.0</td>\n",
              "      <td>19.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>을지로3가</th>\n",
              "      <td>1.0</td>\n",
              "      <td>1683.0</td>\n",
              "      <td>18284.0</td>\n",
              "      <td>64623.0</td>\n",
              "      <td>153068.0</td>\n",
              "      <td>66142.0</td>\n",
              "      <td>28314.0</td>\n",
              "      <td>22983.0</td>\n",
              "      <td>21996.0</td>\n",
              "      <td>23968.0</td>\n",
              "      <td>...</td>\n",
              "      <td>30721.0</td>\n",
              "      <td>15190.0</td>\n",
              "      <td>6682.0</td>\n",
              "      <td>5165.0</td>\n",
              "      <td>5662.0</td>\n",
              "      <td>1908.0</td>\n",
              "      <td>179.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>을지로4가</th>\n",
              "      <td>0.0</td>\n",
              "      <td>1253.0</td>\n",
              "      <td>13007.0</td>\n",
              "      <td>33019.0</td>\n",
              "      <td>78686.0</td>\n",
              "      <td>40328.0</td>\n",
              "      <td>21851.0</td>\n",
              "      <td>19888.0</td>\n",
              "      <td>17415.0</td>\n",
              "      <td>17100.0</td>\n",
              "      <td>...</td>\n",
              "      <td>11436.0</td>\n",
              "      <td>5982.0</td>\n",
              "      <td>2993.0</td>\n",
              "      <td>2915.0</td>\n",
              "      <td>3402.0</td>\n",
              "      <td>1294.0</td>\n",
              "      <td>108.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>을지로입구</th>\n",
              "      <td>3.0</td>\n",
              "      <td>2012.0</td>\n",
              "      <td>28884.0</td>\n",
              "      <td>117998.0</td>\n",
              "      <td>291410.0</td>\n",
              "      <td>135503.0</td>\n",
              "      <td>58638.0</td>\n",
              "      <td>49654.0</td>\n",
              "      <td>41996.0</td>\n",
              "      <td>41126.0</td>\n",
              "      <td>...</td>\n",
              "      <td>39521.0</td>\n",
              "      <td>19653.0</td>\n",
              "      <td>10659.0</td>\n",
              "      <td>10478.0</td>\n",
              "      <td>11575.0</td>\n",
              "      <td>3586.0</td>\n",
              "      <td>1586.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>이대</th>\n",
              "      <td>0.0</td>\n",
              "      <td>937.0</td>\n",
              "      <td>8410.0</td>\n",
              "      <td>11659.0</td>\n",
              "      <td>32022.0</td>\n",
              "      <td>30159.0</td>\n",
              "      <td>20037.0</td>\n",
              "      <td>17256.0</td>\n",
              "      <td>19314.0</td>\n",
              "      <td>22706.0</td>\n",
              "      <td>...</td>\n",
              "      <td>34733.0</td>\n",
              "      <td>25103.0</td>\n",
              "      <td>14626.0</td>\n",
              "      <td>15711.0</td>\n",
              "      <td>18471.0</td>\n",
              "      <td>8622.0</td>\n",
              "      <td>27.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>잠실(송파구청)</th>\n",
              "      <td>19.0</td>\n",
              "      <td>4508.0</td>\n",
              "      <td>39865.0</td>\n",
              "      <td>71117.0</td>\n",
              "      <td>155436.0</td>\n",
              "      <td>129538.0</td>\n",
              "      <td>87169.0</td>\n",
              "      <td>85117.0</td>\n",
              "      <td>85336.0</td>\n",
              "      <td>90931.0</td>\n",
              "      <td>...</td>\n",
              "      <td>205060.0</td>\n",
              "      <td>136104.0</td>\n",
              "      <td>80748.0</td>\n",
              "      <td>78006.0</td>\n",
              "      <td>90081.0</td>\n",
              "      <td>29413.0</td>\n",
              "      <td>289.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>잠실나루</th>\n",
              "      <td>0.0</td>\n",
              "      <td>1655.0</td>\n",
              "      <td>10219.0</td>\n",
              "      <td>23527.0</td>\n",
              "      <td>37995.0</td>\n",
              "      <td>23440.0</td>\n",
              "      <td>17198.0</td>\n",
              "      <td>14766.0</td>\n",
              "      <td>18325.0</td>\n",
              "      <td>18656.0</td>\n",
              "      <td>...</td>\n",
              "      <td>38521.0</td>\n",
              "      <td>28103.0</td>\n",
              "      <td>16232.0</td>\n",
              "      <td>16778.0</td>\n",
              "      <td>18959.0</td>\n",
              "      <td>6679.0</td>\n",
              "      <td>72.0</td>\n",
              "      <td>1.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>잠실새내</th>\n",
              "      <td>0.0</td>\n",
              "      <td>791.0</td>\n",
              "      <td>9133.0</td>\n",
              "      <td>16063.0</td>\n",
              "      <td>26529.0</td>\n",
              "      <td>28413.0</td>\n",
              "      <td>21522.0</td>\n",
              "      <td>22499.0</td>\n",
              "      <td>25259.0</td>\n",
              "      <td>27949.0</td>\n",
              "      <td>...</td>\n",
              "      <td>80509.0</td>\n",
              "      <td>53682.0</td>\n",
              "      <td>28671.0</td>\n",
              "      <td>25367.0</td>\n",
              "      <td>29960.0</td>\n",
              "      <td>10336.0</td>\n",
              "      <td>678.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>종합운동장</th>\n",
              "      <td>0.0</td>\n",
              "      <td>835.0</td>\n",
              "      <td>6966.0</td>\n",
              "      <td>12926.0</td>\n",
              "      <td>22445.0</td>\n",
              "      <td>10485.0</td>\n",
              "      <td>8090.0</td>\n",
              "      <td>7000.0</td>\n",
              "      <td>8045.0</td>\n",
              "      <td>9382.0</td>\n",
              "      <td>...</td>\n",
              "      <td>33573.0</td>\n",
              "      <td>17012.0</td>\n",
              "      <td>9509.0</td>\n",
              "      <td>9952.0</td>\n",
              "      <td>12379.0</td>\n",
              "      <td>3913.0</td>\n",
              "      <td>274.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>충정로(경기대입구)</th>\n",
              "      <td>1.0</td>\n",
              "      <td>988.0</td>\n",
              "      <td>5980.0</td>\n",
              "      <td>20718.0</td>\n",
              "      <td>61118.0</td>\n",
              "      <td>27185.0</td>\n",
              "      <td>12084.0</td>\n",
              "      <td>9914.0</td>\n",
              "      <td>10022.0</td>\n",
              "      <td>11565.0</td>\n",
              "      <td>...</td>\n",
              "      <td>20957.0</td>\n",
              "      <td>14274.0</td>\n",
              "      <td>8829.0</td>\n",
              "      <td>9321.0</td>\n",
              "      <td>11133.0</td>\n",
              "      <td>4264.0</td>\n",
              "      <td>81.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>한양대</th>\n",
              "      <td>3.0</td>\n",
              "      <td>230.0</td>\n",
              "      <td>5599.0</td>\n",
              "      <td>12003.0</td>\n",
              "      <td>37892.0</td>\n",
              "      <td>33641.0</td>\n",
              "      <td>20031.0</td>\n",
              "      <td>12237.0</td>\n",
              "      <td>15402.0</td>\n",
              "      <td>15664.0</td>\n",
              "      <td>...</td>\n",
              "      <td>9915.0</td>\n",
              "      <td>6024.0</td>\n",
              "      <td>4242.0</td>\n",
              "      <td>4434.0</td>\n",
              "      <td>5339.0</td>\n",
              "      <td>2364.0</td>\n",
              "      <td>4.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>합정</th>\n",
              "      <td>2.0</td>\n",
              "      <td>2808.0</td>\n",
              "      <td>15301.0</td>\n",
              "      <td>33017.0</td>\n",
              "      <td>93190.0</td>\n",
              "      <td>78212.0</td>\n",
              "      <td>42091.0</td>\n",
              "      <td>41869.0</td>\n",
              "      <td>44826.0</td>\n",
              "      <td>50083.0</td>\n",
              "      <td>...</td>\n",
              "      <td>106646.0</td>\n",
              "      <td>67275.0</td>\n",
              "      <td>32572.0</td>\n",
              "      <td>27357.0</td>\n",
              "      <td>30239.0</td>\n",
              "      <td>14074.0</td>\n",
              "      <td>527.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>홍대입구</th>\n",
              "      <td>10.0</td>\n",
              "      <td>2975.0</td>\n",
              "      <td>14080.0</td>\n",
              "      <td>34231.0</td>\n",
              "      <td>96590.0</td>\n",
              "      <td>105606.0</td>\n",
              "      <td>74012.0</td>\n",
              "      <td>82452.0</td>\n",
              "      <td>103474.0</td>\n",
              "      <td>113715.0</td>\n",
              "      <td>...</td>\n",
              "      <td>181911.0</td>\n",
              "      <td>115297.0</td>\n",
              "      <td>53077.0</td>\n",
              "      <td>39418.0</td>\n",
              "      <td>44748.0</td>\n",
              "      <td>22255.0</td>\n",
              "      <td>2378.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "      <td>0.0</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>50 rows × 24 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "                04시-05시 하차인원  05시-06시 하차인원  06시-07시 하차인원  07시-08시 하차인원  \\\n",
              "지하철역                                                                     \n",
              "강남                       5.0       10898.0       49800.0      150575.0   \n",
              "강변(동서울터미널)               0.0        2136.0       21465.0       24424.0   \n",
              "건대입구                     7.0        2139.0       19701.0       26069.0   \n",
              "교대(법원.검찰청)               1.0        6923.0       25344.0       58254.0   \n",
              "구로디지털단지                  6.0        5663.0       22522.0       85822.0   \n",
              "구의(광진구청)                 1.0        1149.0        9640.0       15389.0   \n",
              "낙성대(강감찬)                 0.0        1942.0        8488.0       20099.0   \n",
              "당산                       4.0        3109.0       12432.0       29933.0   \n",
              "대림(구로구청)                20.0        3267.0       11601.0       24681.0   \n",
              "도림천                      0.0         320.0         833.0        4678.0   \n",
              "동대문역사문화공원(DDP)           5.0        1096.0        7728.0       23936.0   \n",
              "뚝섬                      11.0        2219.0       14766.0       37548.0   \n",
              "문래                       0.0        2246.0       10424.0       35904.0   \n",
              "방배                       1.0        3143.0       14236.0       27907.0   \n",
              "봉천                       0.0        1588.0        7349.0       13080.0   \n",
              "사당                       3.0        3608.0       27176.0       40749.0   \n",
              "삼성(무역센터)                 0.0        5060.0       39509.0      125083.0   \n",
              "상왕십리                     8.0         539.0        5660.0       12466.0   \n",
              "서울대입구(관악구청)             12.0        2372.0       13516.0       31479.0   \n",
              "서초                       1.0        4470.0       19853.0       50017.0   \n",
              "선릉                       0.0        6383.0       38339.0      109031.0   \n",
              "성수                       0.0        3807.0       27616.0       73962.0   \n",
              "시청                       1.0        1763.0       14975.0       64814.0   \n",
              "신답                       1.0         100.0         487.0         890.0   \n",
              "신당                       9.0        1100.0        8661.0       17028.0   \n",
              "신대방                      7.0        1891.0        8715.0       17853.0   \n",
              "신도림                     15.0        4839.0       17439.0       39621.0   \n",
              "신림                      12.0        3706.0       19644.0       34585.0   \n",
              "신설동                      0.0         383.0        2273.0        5566.0   \n",
              "신정네거리                    0.0         942.0        3727.0        5256.0   \n",
              "신촌                       5.0        2658.0       16932.0       34803.0   \n",
              "아현                       0.0        1123.0        8038.0       13636.0   \n",
              "양천구청                     0.0         828.0        2304.0        5670.0   \n",
              "역삼                       0.0        7400.0       38631.0      129504.0   \n",
              "영등포구청                    0.0        2986.0       14512.0       37627.0   \n",
              "왕십리(성동구청)                2.0         837.0        5418.0       12493.0   \n",
              "용답                       1.0         225.0         862.0        1738.0   \n",
              "용두(동대문구청)                0.0         182.0         963.0        2285.0   \n",
              "을지로3가                    1.0        1683.0       18284.0       64623.0   \n",
              "을지로4가                    0.0        1253.0       13007.0       33019.0   \n",
              "을지로입구                    3.0        2012.0       28884.0      117998.0   \n",
              "이대                       0.0         937.0        8410.0       11659.0   \n",
              "잠실(송파구청)                19.0        4508.0       39865.0       71117.0   \n",
              "잠실나루                     0.0        1655.0       10219.0       23527.0   \n",
              "잠실새내                     0.0         791.0        9133.0       16063.0   \n",
              "종합운동장                    0.0         835.0        6966.0       12926.0   \n",
              "충정로(경기대입구)               1.0         988.0        5980.0       20718.0   \n",
              "한양대                      3.0         230.0        5599.0       12003.0   \n",
              "합정                       2.0        2808.0       15301.0       33017.0   \n",
              "홍대입구                    10.0        2975.0       14080.0       34231.0   \n",
              "\n",
              "                08시-09시 하차인원  09시-10시 하차인원  10시-11시 하차인원  11시-12시 하차인원  \\\n",
              "지하철역                                                                     \n",
              "강남                  319617.0      310538.0      146907.0      104498.0   \n",
              "강변(동서울터미널)           46063.0       36699.0       34309.0       31714.0   \n",
              "건대입구                 61058.0       47220.0       36298.0       37929.0   \n",
              "교대(법원.검찰청)          157982.0      137549.0       66113.0       51410.0   \n",
              "구로디지털단지             268761.0      152613.0       57973.0       43450.0   \n",
              "구의(광진구청)             39614.0       22182.0       18572.0       18261.0   \n",
              "낙성대(강감찬)             38509.0       30811.0       23826.0       21550.0   \n",
              "당산                   78083.0       37339.0       18344.0       16913.0   \n",
              "대림(구로구청)             56423.0       34946.0       28143.0       28225.0   \n",
              "도림천                   6326.0        2308.0        1521.0        1305.0   \n",
              "동대문역사문화공원(DDP)       50285.0       29711.0       23521.0       24484.0   \n",
              "뚝섬                  141284.0       87408.0       38360.0       27280.0   \n",
              "문래                  124013.0       54728.0       21707.0       18746.0   \n",
              "방배                   73679.0       46538.0       23692.0       18937.0   \n",
              "봉천                   26337.0       19903.0       18991.0       19263.0   \n",
              "사당                   61741.0       46692.0       38259.0       40378.0   \n",
              "삼성(무역센터)            329768.0      230793.0       92072.0       67706.0   \n",
              "상왕십리                 35889.0       20006.0       13366.0       11743.0   \n",
              "서울대입구(관악구청)          65620.0       60236.0       48062.0       42982.0   \n",
              "서초                  122633.0       89155.0       36873.0       25777.0   \n",
              "선릉                  279007.0      213379.0       90882.0       62958.0   \n",
              "성수                  269072.0      143068.0       48317.0       37558.0   \n",
              "시청                  200414.0       77430.0       22797.0       19360.0   \n",
              "신답                    1699.0        1080.0        1003.0        1173.0   \n",
              "신당                   34245.0       22571.0       17831.0       17917.0   \n",
              "신대방                  32348.0       22096.0       17774.0       18183.0   \n",
              "신도림                 109578.0       62858.0       58206.0       54544.0   \n",
              "신림                   63808.0       49526.0       41946.0       42580.0   \n",
              "신설동                  13082.0        8209.0        5939.0        6264.0   \n",
              "신정네거리                11829.0        7607.0        7309.0        8764.0   \n",
              "신촌                   79059.0       83949.0       51902.0       48479.0   \n",
              "아현                   23524.0       11943.0        9646.0        9337.0   \n",
              "양천구청                  9747.0        4846.0        4689.0        4717.0   \n",
              "역삼                  340955.0      279383.0      106015.0       61473.0   \n",
              "영등포구청               125800.0       55573.0       26225.0       22196.0   \n",
              "왕십리(성동구청)            26959.0       17432.0       13460.0       13426.0   \n",
              "용답                    3315.0        2281.0        2452.0        2592.0   \n",
              "용두(동대문구청)             6409.0        3503.0        3068.0        3289.0   \n",
              "을지로3가               153068.0       66142.0       28314.0       22983.0   \n",
              "을지로4가                78686.0       40328.0       21851.0       19888.0   \n",
              "을지로입구               291410.0      135503.0       58638.0       49654.0   \n",
              "이대                   32022.0       30159.0       20037.0       17256.0   \n",
              "잠실(송파구청)            155436.0      129538.0       87169.0       85117.0   \n",
              "잠실나루                 37995.0       23440.0       17198.0       14766.0   \n",
              "잠실새내                 26529.0       28413.0       21522.0       22499.0   \n",
              "종합운동장                22445.0       10485.0        8090.0        7000.0   \n",
              "충정로(경기대입구)           61118.0       27185.0       12084.0        9914.0   \n",
              "한양대                  37892.0       33641.0       20031.0       12237.0   \n",
              "합정                   93190.0       78212.0       42091.0       41869.0   \n",
              "홍대입구                 96590.0      105606.0       74012.0       82452.0   \n",
              "\n",
              "                12시-13시 하차인원  13시-14시 하차인원  ...  18시-19시 하차인원  19시-20시 하차인원  \\\n",
              "지하철역                                        ...                               \n",
              "강남                  102420.0      121091.0  ...      182063.0       99888.0   \n",
              "강변(동서울터미널)           35111.0       39567.0  ...      108021.0       74801.0   \n",
              "건대입구                 46292.0       52863.0  ...      144916.0       94289.0   \n",
              "교대(법원.검찰청)           46562.0       53373.0  ...       67556.0       40034.0   \n",
              "구로디지털단지              44629.0       51260.0  ...      162836.0      125661.0   \n",
              "구의(광진구청)             20806.0       23563.0  ...       90738.0       64759.0   \n",
              "낙성대(강감찬)             24991.0       25891.0  ...       95878.0       81237.0   \n",
              "당산                   18874.0       21079.0  ...       73469.0       48000.0   \n",
              "대림(구로구청)             27936.0       29486.0  ...       72361.0       52134.0   \n",
              "도림천                   1941.0        1452.0  ...        2852.0        2584.0   \n",
              "동대문역사문화공원(DDP)       21251.0       21216.0  ...       19893.0       20875.0   \n",
              "뚝섬                   29331.0       32608.0  ...       43486.0       24961.0   \n",
              "문래                   21015.0       21885.0  ...       55422.0       38466.0   \n",
              "방배                   19729.0       21431.0  ...       37378.0       25453.0   \n",
              "봉천                   20935.0       23982.0  ...       85946.0       70985.0   \n",
              "사당                   41123.0       43722.0  ...      150629.0      101100.0   \n",
              "삼성(무역센터)             59609.0       67325.0  ...       54569.0       29137.0   \n",
              "상왕십리                 14145.0       15188.0  ...       48281.0       32969.0   \n",
              "서울대입구(관악구청)          47115.0       52218.0  ...      173128.0      141346.0   \n",
              "서초                   20262.0       24306.0  ...       22952.0       15053.0   \n",
              "선릉                   52723.0       59890.0  ...       53553.0       30913.0   \n",
              "성수                   38283.0       43934.0  ...       56132.0       33187.0   \n",
              "시청                   18897.0       20182.0  ...       15107.0        7260.0   \n",
              "신답                    1344.0        1436.0  ...        9703.0        6552.0   \n",
              "신당                   18159.0       19021.0  ...       43357.0       28683.0   \n",
              "신대방                  21217.0       23533.0  ...       93073.0       80612.0   \n",
              "신도림                  57805.0       61643.0  ...      168715.0      119777.0   \n",
              "신림                   49982.0       57346.0  ...      245476.0      211491.0   \n",
              "신설동                   6076.0        6188.0  ...        5544.0        3970.0   \n",
              "신정네거리                 9404.0       10937.0  ...       45804.0       35779.0   \n",
              "신촌                   51072.0       59148.0  ...       94670.0       59135.0   \n",
              "아현                   10531.0       11702.0  ...       31469.0       23769.0   \n",
              "양천구청                  6295.0        7085.0  ...       27562.0       24901.0   \n",
              "역삼                   51806.0       59051.0  ...       53226.0       32039.0   \n",
              "영등포구청                23126.0       25375.0  ...       52769.0       35452.0   \n",
              "왕십리(성동구청)            16111.0       16983.0  ...       50912.0       30974.0   \n",
              "용답                    2951.0        3147.0  ...        9809.0        6833.0   \n",
              "용두(동대문구청)             2804.0        3399.0  ...        7446.0        5263.0   \n",
              "을지로3가                21996.0       23968.0  ...       30721.0       15190.0   \n",
              "을지로4가                17415.0       17100.0  ...       11436.0        5982.0   \n",
              "을지로입구                41996.0       41126.0  ...       39521.0       19653.0   \n",
              "이대                   19314.0       22706.0  ...       34733.0       25103.0   \n",
              "잠실(송파구청)             85336.0       90931.0  ...      205060.0      136104.0   \n",
              "잠실나루                 18325.0       18656.0  ...       38521.0       28103.0   \n",
              "잠실새내                 25259.0       27949.0  ...       80509.0       53682.0   \n",
              "종합운동장                 8045.0        9382.0  ...       33573.0       17012.0   \n",
              "충정로(경기대입구)           10022.0       11565.0  ...       20957.0       14274.0   \n",
              "한양대                  15402.0       15664.0  ...        9915.0        6024.0   \n",
              "합정                   44826.0       50083.0  ...      106646.0       67275.0   \n",
              "홍대입구                103474.0      113715.0  ...      181911.0      115297.0   \n",
              "\n",
              "                20시-21시 하차인원  21시-22시 하차인원  22시-23시 하차인원  23시-24시 하차인원  \\\n",
              "지하철역                                                                     \n",
              "강남                   43968.0       35446.0       37493.0       13686.0   \n",
              "강변(동서울터미널)           47900.0       40695.0       48963.0       14835.0   \n",
              "건대입구                 49337.0       45034.0       50847.0       22174.0   \n",
              "교대(법원.검찰청)           21605.0       19337.0       22696.0        8012.0   \n",
              "구로디지털단지              76419.0       75719.0       89412.0       36652.0   \n",
              "구의(광진구청)             40868.0       38952.0       44587.0       16515.0   \n",
              "낙성대(강감찬)             50982.0       49182.0       62294.0       22418.0   \n",
              "당산                   29505.0       29942.0       33814.0       13350.0   \n",
              "대림(구로구청)             34930.0       44849.0       50327.0       17529.0   \n",
              "도림천                   1506.0        1366.0        1445.0         669.0   \n",
              "동대문역사문화공원(DDP)       13169.0       10321.0       10220.0        5848.0   \n",
              "뚝섬                   12909.0       11243.0       13263.0        5431.0   \n",
              "문래                   19248.0       17526.0       20479.0        7474.0   \n",
              "방배                   16085.0       16246.0       19311.0        6320.0   \n",
              "봉천                   42176.0       40541.0       46417.0       18540.0   \n",
              "사당                   58073.0       56336.0       67449.0       25121.0   \n",
              "삼성(무역센터)             16038.0       12849.0       13222.0        4721.0   \n",
              "상왕십리                 20006.0       19694.0       22933.0        9274.0   \n",
              "서울대입구(관악구청)          80526.0       74010.0       94861.0       35233.0   \n",
              "서초                    9241.0        8981.0       11076.0        3479.0   \n",
              "선릉                   17950.0       15963.0       18029.0        6674.0   \n",
              "성수                   16273.0       12978.0       14950.0        8790.0   \n",
              "시청                    3595.0        3606.0        3849.0        1524.0   \n",
              "신답                    3222.0        3377.0        3394.0        1709.0   \n",
              "신당                   17106.0       16686.0       19595.0        7887.0   \n",
              "신대방                  51039.0       55014.0       61617.0       27266.0   \n",
              "신도림                  65693.0       63590.0       79956.0       34253.0   \n",
              "신림                  124849.0      120268.0      139486.0       63466.0   \n",
              "신설동                   2287.0        2061.0        2598.0        1208.0   \n",
              "신정네거리                19006.0       16793.0       19204.0        9131.0   \n",
              "신촌                   30481.0       26934.0       30707.0       13593.0   \n",
              "아현                   14525.0       14830.0       16615.0        6768.0   \n",
              "양천구청                 12956.0       12620.0       13535.0        7028.0   \n",
              "역삼                   18176.0       15421.0       16658.0        6779.0   \n",
              "영등포구청                19737.0       19127.0       21730.0        9464.0   \n",
              "왕십리(성동구청)            17022.0       15214.0       19954.0        8312.0   \n",
              "용답                    4289.0        5502.0        5940.0        2488.0   \n",
              "용두(동대문구청)             2623.0        2797.0        2551.0        1244.0   \n",
              "을지로3가                 6682.0        5165.0        5662.0        1908.0   \n",
              "을지로4가                 2993.0        2915.0        3402.0        1294.0   \n",
              "을지로입구                10659.0       10478.0       11575.0        3586.0   \n",
              "이대                   14626.0       15711.0       18471.0        8622.0   \n",
              "잠실(송파구청)             80748.0       78006.0       90081.0       29413.0   \n",
              "잠실나루                 16232.0       16778.0       18959.0        6679.0   \n",
              "잠실새내                 28671.0       25367.0       29960.0       10336.0   \n",
              "종합운동장                 9509.0        9952.0       12379.0        3913.0   \n",
              "충정로(경기대입구)            8829.0        9321.0       11133.0        4264.0   \n",
              "한양대                   4242.0        4434.0        5339.0        2364.0   \n",
              "합정                   32572.0       27357.0       30239.0       14074.0   \n",
              "홍대입구                 53077.0       39418.0       44748.0       22255.0   \n",
              "\n",
              "                00시-01시 하차인원  01시-02시 하차인원  02시-03시 하차인원  03시-04시 하차인원  \n",
              "지하철역                                                                    \n",
              "강남                       5.0           0.0           0.0           0.0  \n",
              "강변(동서울터미널)             403.0           0.0           0.0           0.0  \n",
              "건대입구                  2442.0           0.0           0.0           0.0  \n",
              "교대(법원.검찰청)              55.0           0.0           0.0           0.0  \n",
              "구로디지털단지                 34.0           1.0           0.0           0.0  \n",
              "구의(광진구청)              1038.0           0.0           0.0           0.0  \n",
              "낙성대(강감찬)              1409.0           0.0           0.0           0.0  \n",
              "당산                     205.0           0.0           0.0           0.0  \n",
              "대림(구로구청)               305.0           0.0           0.0           0.0  \n",
              "도림천                     50.0           0.0           0.0           0.0  \n",
              "동대문역사문화공원(DDP)         362.0           0.0           0.0           0.0  \n",
              "뚝섬                      60.0           0.0           0.0           0.0  \n",
              "문래                     212.0           0.0           1.0           0.0  \n",
              "방배                      23.0           1.0           2.0           0.0  \n",
              "봉천                     216.0           0.0           0.0           0.0  \n",
              "사당                    1427.0           0.0           0.0           0.0  \n",
              "삼성(무역센터)              1992.0           0.0           0.0           0.0  \n",
              "상왕십리                     0.0           0.0           0.0           0.0  \n",
              "서울대입구(관악구청)           7332.0           0.0           0.0           0.0  \n",
              "서초                       1.0           0.0           0.0           0.0  \n",
              "선릉                      98.0           0.0           0.0           0.0  \n",
              "성수                    2237.0           0.0           0.0           0.0  \n",
              "시청                      59.0           1.0           0.0           0.0  \n",
              "신답                       9.0           0.0           0.0           0.0  \n",
              "신당                      77.0           0.0           0.0           0.0  \n",
              "신대방                      4.0           0.0           0.0           0.0  \n",
              "신도림                   7289.0           1.0           0.0           0.0  \n",
              "신림                      69.0           1.0           0.0           0.0  \n",
              "신설동                    239.0           1.0           0.0           0.0  \n",
              "신정네거리                  477.0           0.0           0.0           0.0  \n",
              "신촌                      34.0           0.0           0.0           0.0  \n",
              "아현                      23.0           1.0           0.0           0.0  \n",
              "양천구청                   505.0           0.0           0.0           0.0  \n",
              "역삼                       2.0           1.0           0.0           0.0  \n",
              "영등포구청                  244.0           0.0           1.0           0.0  \n",
              "왕십리(성동구청)               78.0           0.0           0.0           0.0  \n",
              "용답                       1.0           0.0           2.0           0.0  \n",
              "용두(동대문구청)               19.0           0.0           0.0           0.0  \n",
              "을지로3가                  179.0           0.0           0.0           0.0  \n",
              "을지로4가                  108.0           0.0           0.0           0.0  \n",
              "을지로입구                 1586.0           0.0           0.0           0.0  \n",
              "이대                      27.0           0.0           0.0           0.0  \n",
              "잠실(송파구청)               289.0           0.0           0.0           0.0  \n",
              "잠실나루                    72.0           1.0           0.0           0.0  \n",
              "잠실새내                   678.0           0.0           0.0           0.0  \n",
              "종합운동장                  274.0           0.0           0.0           0.0  \n",
              "충정로(경기대입구)              81.0           0.0           0.0           0.0  \n",
              "한양대                      4.0           0.0           0.0           0.0  \n",
              "합정                     527.0           0.0           0.0           0.0  \n",
              "홍대입구                  2378.0           0.0           0.0           0.0  \n",
              "\n",
              "[50 rows x 24 columns]"
            ]
          },
          "execution_count": 9,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "# 하차 인원 컬럼만 추출\n",
        "metro_get_off = pd.DataFrame()\n",
        "metro_get_off['지하철역']=metro_st_line2['지하철역']\n",
        "for i in range(int((len(metro_recent.columns)-3)/2)):\n",
        "    metro_get_off[metro_st_line2.columns[4+2*i]]=metro_st_line2[metro_st_line2.columns[4+2*i]]\n",
        "metro_get_off=metro_get_off.set_index('지하철역')\n",
        "metro_get_off"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "4ffa8759-a86f-4233-ba2f-a5626a46bcca",
      "metadata": {
        "id": "4ffa8759-a86f-4233-ba2f-a5626a46bcca",
        "outputId": "511d38db-e888-407e-f1c6-f5cb90adb3ae"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
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              "\n",
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              "\n",
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              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>평균 승차 인원 수</th>\n",
              "      <th>평균 하차 인원 수</th>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>지하철역</th>\n",
              "      <th></th>\n",
              "      <th></th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>강남</th>\n",
              "      <td>92076</td>\n",
              "      <td>90468</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>강변(동서울터미널)</th>\n",
              "      <td>34935</td>\n",
              "      <td>34220</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>건대입구</th>\n",
              "      <td>39514</td>\n",
              "      <td>42484</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>교대(법원.검찰청)</th>\n",
              "      <td>35937</td>\n",
              "      <td>40503</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>구로디지털단지</th>\n",
              "      <td>66141</td>\n",
              "      <td>66032</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>구의(광진구청)</th>\n",
              "      <td>25803</td>\n",
              "      <td>25432</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>낙성대(강감찬)</th>\n",
              "      <td>30847</td>\n",
              "      <td>29808</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>당산</th>\n",
              "      <td>21019</td>\n",
              "      <td>24151</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>대림(구로구청)</th>\n",
              "      <td>27800</td>\n",
              "      <td>28518</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>도림천</th>\n",
              "      <td>1562</td>\n",
              "      <td>1604</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>동대문역사문화공원(DDP)</th>\n",
              "      <td>13376</td>\n",
              "      <td>14880</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>뚝섬</th>\n",
              "      <td>24845</td>\n",
              "      <td>26703</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>문래</th>\n",
              "      <td>23118</td>\n",
              "      <td>23838</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>방배</th>\n",
              "      <td>18375</td>\n",
              "      <td>19338</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>봉천</th>\n",
              "      <td>27015</td>\n",
              "      <td>25017</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>사당</th>\n",
              "      <td>40501</td>\n",
              "      <td>44299</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>삼성(무역센터)</th>\n",
              "      <td>55382</td>\n",
              "      <td>56196</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>상왕십리</th>\n",
              "      <td>15821</td>\n",
              "      <td>15334</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>서울대입구(관악구청)</th>\n",
              "      <td>53321</td>\n",
              "      <td>52440</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>서초</th>\n",
              "      <td>23512</td>\n",
              "      <td>22759</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>선릉</th>\n",
              "      <td>58101</td>\n",
              "      <td>51804</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>성수</th>\n",
              "      <td>37764</td>\n",
              "      <td>41607</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>시청</th>\n",
              "      <td>23521</td>\n",
              "      <td>22344</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>신답</th>\n",
              "      <td>1776</td>\n",
              "      <td>2026</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>신당</th>\n",
              "      <td>15436</td>\n",
              "      <td>15981</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>신대방</th>\n",
              "      <td>29892</td>\n",
              "      <td>28969</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>신도림</th>\n",
              "      <td>55354</td>\n",
              "      <td>54550</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>신림</th>\n",
              "      <td>70767</td>\n",
              "      <td>68612</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>신설동</th>\n",
              "      <td>3829</td>\n",
              "      <td>3811</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>신정네거리</th>\n",
              "      <td>11498</td>\n",
              "      <td>11770</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>신촌</th>\n",
              "      <td>36639</td>\n",
              "      <td>37584</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>아현</th>\n",
              "      <td>11774</td>\n",
              "      <td>11251</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>양천구청</th>\n",
              "      <td>7576</td>\n",
              "      <td>7927</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>역삼</th>\n",
              "      <td>52198</td>\n",
              "      <td>58045</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>영등포구청</th>\n",
              "      <td>24663</td>\n",
              "      <td>24985</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>왕십리(성동구청)</th>\n",
              "      <td>18057</td>\n",
              "      <td>14736</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>용답</th>\n",
              "      <td>3074</td>\n",
              "      <td>3049</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>용두(동대문구청)</th>\n",
              "      <td>2602</td>\n",
              "      <td>2655</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>을지로3가</th>\n",
              "      <td>23323</td>\n",
              "      <td>23141</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>을지로4가</th>\n",
              "      <td>13643</td>\n",
              "      <td>13553</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>을지로입구</th>\n",
              "      <td>40723</td>\n",
              "      <td>41532</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>이대</th>\n",
              "      <td>14307</td>\n",
              "      <td>14938</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>잠실(송파구청)</th>\n",
              "      <td>75721</td>\n",
              "      <td>74981</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>잠실나루</th>\n",
              "      <td>15627</td>\n",
              "      <td>15200</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>잠실새내</th>\n",
              "      <td>23253</td>\n",
              "      <td>23431</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>종합운동장</th>\n",
              "      <td>9281</td>\n",
              "      <td>9960</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>충정로(경기대입구)</th>\n",
              "      <td>10890</td>\n",
              "      <td>11431</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>한양대</th>\n",
              "      <td>8680</td>\n",
              "      <td>9327</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>합정</th>\n",
              "      <td>35460</td>\n",
              "      <td>37319</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>홍대입구</th>\n",
              "      <td>62778</td>\n",
              "      <td>65517</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "                평균 승차 인원 수  평균 하차 인원 수\n",
              "지하철역                                  \n",
              "강남                   92076       90468\n",
              "강변(동서울터미널)           34935       34220\n",
              "건대입구                 39514       42484\n",
              "교대(법원.검찰청)           35937       40503\n",
              "구로디지털단지              66141       66032\n",
              "구의(광진구청)             25803       25432\n",
              "낙성대(강감찬)             30847       29808\n",
              "당산                   21019       24151\n",
              "대림(구로구청)             27800       28518\n",
              "도림천                   1562        1604\n",
              "동대문역사문화공원(DDP)       13376       14880\n",
              "뚝섬                   24845       26703\n",
              "문래                   23118       23838\n",
              "방배                   18375       19338\n",
              "봉천                   27015       25017\n",
              "사당                   40501       44299\n",
              "삼성(무역센터)             55382       56196\n",
              "상왕십리                 15821       15334\n",
              "서울대입구(관악구청)          53321       52440\n",
              "서초                   23512       22759\n",
              "선릉                   58101       51804\n",
              "성수                   37764       41607\n",
              "시청                   23521       22344\n",
              "신답                    1776        2026\n",
              "신당                   15436       15981\n",
              "신대방                  29892       28969\n",
              "신도림                  55354       54550\n",
              "신림                   70767       68612\n",
              "신설동                   3829        3811\n",
              "신정네거리                11498       11770\n",
              "신촌                   36639       37584\n",
              "아현                   11774       11251\n",
              "양천구청                  7576        7927\n",
              "역삼                   52198       58045\n",
              "영등포구청                24663       24985\n",
              "왕십리(성동구청)            18057       14736\n",
              "용답                    3074        3049\n",
              "용두(동대문구청)             2602        2655\n",
              "을지로3가                23323       23141\n",
              "을지로4가                13643       13553\n",
              "을지로입구                40723       41532\n",
              "이대                   14307       14938\n",
              "잠실(송파구청)             75721       74981\n",
              "잠실나루                 15627       15200\n",
              "잠실새내                 23253       23431\n",
              "종합운동장                 9281        9960\n",
              "충정로(경기대입구)           10890       11431\n",
              "한양대                   8680        9327\n",
              "합정                   35460       37319\n",
              "홍대입구                 62778       65517"
            ]
          },
          "execution_count": 13,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "# 역 별 평균 승하차 인원을 구한 후 정수로 형 변환하여 데이터프레임으로 저장\n",
        "df = pd.DataFrame(index = metro_st_line2['지하철역'])\n",
        "df['평균 승차 인원 수'] = metro_get_on.mean(axis=1).astype(int)\n",
        "df['평균 하차 인원 수'] = metro_get_off.mean(axis=1).astype(int)\n",
        "df"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "681d2418-e27e-4727-b3ce-121a02b8465f",
      "metadata": {
        "id": "681d2418-e27e-4727-b3ce-121a02b8465f"
      },
      "source": [
        "## 평균 승하차 인원 수 내림차순으로 막대그래프 출력"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "c63f4048-59e2-4a40-8bf0-0d9ae59cb6e3",
      "metadata": {
        "id": "c63f4048-59e2-4a40-8bf0-0d9ae59cb6e3",
        "outputId": "9c3f5c74-9156-4fea-eab9-093fc446da8c"
      },
      "outputs": [
        {
          "data": {
            "image/png": 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",
            "text/plain": [
              "<Figure size 2000x1000 with 1 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "# 승차 인원 수 Top10\n",
        "top10_on = df.sort_values(by='평균 승차 인원 수',ascending=False).head(10)\n",
        "\n",
        "plt.figure(figsize=(20,10))\n",
        "rc('font', family='AppleGothic')\n",
        "plt.rcParams['axes.unicode_minus'] = False\n",
        "\n",
        "plt.bar(top10_on.index, top10_on['평균 승차 인원 수'])\n",
        "for x,y in enumerate(list(top10_on['평균 승차 인원 수'])):\n",
        "    if x == 0:\n",
        "        plt.annotate(y, (x-0.15,y), color = 'red')\n",
        "    else :\n",
        "        plt.annotate(y, (x-0.15,y))\n",
        "\n",
        "plt.title('2021년 6월 평균 승차 인원 수 Top10')\n",
        "plt.show()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "d5c135cf-b82a-43ca-9e70-77df59d62e20",
      "metadata": {
        "id": "d5c135cf-b82a-43ca-9e70-77df59d62e20",
        "outputId": "49345756-107d-4d86-f166-fc11511d51a6"
      },
      "outputs": [
        {
          "data": {
            "image/png": 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",
            "text/plain": [
              "<Figure size 2000x1000 with 1 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "# 하차 인원 수 Top10\n",
        "top10_off = df.sort_values(by='평균 하차 인원 수',ascending=False).head(10)\n",
        "\n",
        "plt.figure(figsize=(20,10))\n",
        "rc('font', family='AppleGothic')\n",
        "plt.rcParams['axes.unicode_minus'] = False\n",
        "\n",
        "plt.bar(top10_off.index, top10_off['평균 하차 인원 수'])\n",
        "for x,y in enumerate(list(top10_off['평균 하차 인원 수'])):\n",
        "    if x == 0:\n",
        "        plt.annotate(y, (x-0.15,y), color = 'red')\n",
        "    else :\n",
        "        plt.annotate(y, (x-0.15,y))\n",
        "\n",
        "plt.title('2021년 6월 평균 하차 인원 수 Top10')\n",
        "plt.show()"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "939f5dd9-4db8-425a-8c16-4ad7ea25f57b",
      "metadata": {
        "id": "939f5dd9-4db8-425a-8c16-4ad7ea25f57b"
      },
      "source": [
        "## 특정 호선의 혼잡 정도와 위치좌표 데이터 병합\n",
        "### 데이터 링크\n",
        "### https://developers.kakao.com/docs/latest/ko/local/dev-guide#search-by-keyword\n",
        "### https://developers.kakao.com/docs/latest/ko/local/dev-guide#address-coord"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "5d6c5a32-804d-4e0b-a735-e5d82eae2193",
      "metadata": {
        "id": "5d6c5a32-804d-4e0b-a735-e5d82eae2193"
      },
      "outputs": [],
      "source": []
    }
  ],
  "metadata": {
    "kernelspec": {
      "display_name": "Python 3 (ipykernel)",
      "language": "python",
      "name": "python3"
    },
    "language_info": {
      "codemirror_mode": {
        "name": "ipython",
        "version": 3
      },
      "file_extension": ".py",
      "mimetype": "text/x-python",
      "name": "python",
      "nbconvert_exporter": "python",
      "pygments_lexer": "ipython3",
      "version": "3.10.9"
    },
    "colab": {
      "provenance": [],
      "include_colab_link": true
    }
  },
  "nbformat": 4,
  "nbformat_minor": 5
}