{ "cells": [ { "cell_type": "markdown", "metadata": { "id": "1WqwrHkQU30G" }, "source": [ "## 1 환경설정" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 17 }, "id": "gsty_JknJLEw", "outputId": "443c4d4e-cbda-44e4-c18d-d278439db457" }, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from IPython.core.display import display, HTML\n", "display(HTML(\"\"))\n", "%matplotlib inline\n", "\n", "import pandas as pd\n", "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "import numpy as np\n", "from scipy import stats\n", "import warnings\n", "import folium\n", "import folium.plugins\n", "import requests\n", "import json\n", "import folium.plugins\n", "from IPython.display import Image\n", "warnings.filterwarnings('ignore')\n", "\n", "mpl.rcParams['figure.figsize'] = (12,8) #시각화 figure default 설정\n", "mpl.rcParams['font.family'] = 'NanumGothic' #폰트 디폴트 설정\n", "mpl.rcParams['font.size'] = 10 #폰트 사이즈 디폴트 설정\n", "plt.rcParams['axes.unicode_minus'] = False\n", "%config InlineBackend.figure_format='retina' # 그래프 글씨 뚜렷\n", "pd.options.display.float_format = '{:.0f}'.format # 넘파이 과학적 표기 제거" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# 부산 행정구역 json raw파일(githubcontent)\n", "r = requests.get('https://raw.githubusercontent.com/raqoon886/Local_HangJeongDong/master/hangjeongdong_%EB%B6%80%EC%82%B0%EA%B4%91%EC%97%AD%EC%8B%9C.geojson')\n", "c = r.content\n", "busan_geo = json.loads(c)" ] }, { "cell_type": "markdown", "metadata": { "id": "gCQwz0sASSzM" }, "source": [ "## 2 데이터 분석" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.1 부산광역시_부산명소정보" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "url = 'http://apis.data.go.kr/6260000/AttractionService/getAttractionKr'\n", "params ={'serviceKey' : 'BQLLeF2hdIs7v4c0bchpT0YyP005ULdW6/wUX8rg70BY/c940AN5ss1zHbXpjWzvUCX8ZkiG0u4dfP9H39jGpA==', \n", " 'numOfRows' : '4000', \n", " 'pageNo' : '1',\n", " 'resultType' : 'json' }\n", "\n", "response = requests.get(url, params=params)\n", "contents = response.content" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "scrolled": false }, "outputs": [ { "data": { "text/html": [ "
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UC_SEQMAIN_TITLEGUGUN_NMLATLNGPLACETITLESUBTITLEADDR1CNTCT_TELHOMEPAGE_URLTRFC_INFOUSAGE_DAYHLDY_INFOUSAGE_DAY_WEEK_AND_TIMEUSAGE_AMOUNTMIDDLE_SIZE_RM1MAIN_IMG_NORMALMAIN_IMG_THUMBITEMCNTNTS
0255흰여울문화마을영도구35129흰여울문화마을가파른 절벽 끝에 흰여울문화마을흰여울길에서 만난 느림의 미학부산광역시 영도구 흰여울길051-419-4067http://www.ydculture.com/huinnyeoulculturetown/도시철도 1호선 남포역 6번 출구 → 7, 71, 508 버스 환승 → 영선동 백련...매일무료점보버스 휠체어 리프트 장착 차량 운행, 요금 할인 50%, 장애인 주차장(절영해안...https://www.visitbusan.net/uploadImgs/files/cn...https://www.visitbusan.net/uploadImgs/files/cn...절영해안산책로 가파른 담벼락 위로 독특한 마을 풍경이 보인다. 해안가 절벽 끝에 바...
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" ], "text/plain": [ " UC_SEQ MAIN_TITLE GUGUN_NM LAT LNG PLACE TITLE \\\n", "0 255 흰여울문화마을 영도구 35 129 흰여울문화마을 가파른 절벽 끝에 흰여울문화마을 \n", "\n", " SUBTITLE ADDR1 CNTCT_TEL \\\n", "0 흰여울길에서 만난 느림의 미학 부산광역시 영도구 흰여울길 051-419-4067 \n", "\n", " HOMEPAGE_URL \\\n", "0 http://www.ydculture.com/huinnyeoulculturetown/ \n", "\n", " TRFC_INFO USAGE_DAY HLDY_INFO \\\n", "0 도시철도 1호선 남포역 6번 출구 → 7, 71, 508 버스 환승 → 영선동 백련... \n", "\n", " USAGE_DAY_WEEK_AND_TIME USAGE_AMOUNT \\\n", "0 매일 무료 \n", "\n", " MIDDLE_SIZE_RM1 \\\n", "0 점보버스 휠체어 리프트 장착 차량 운행, 요금 할인 50%, 장애인 주차장(절영해안... \n", "\n", " MAIN_IMG_NORMAL \\\n", "0 https://www.visitbusan.net/uploadImgs/files/cn... \n", "\n", " MAIN_IMG_THUMB \\\n", "0 https://www.visitbusan.net/uploadImgs/files/cn... \n", "\n", " ITEMCNTNTS \n", "0 절영해안산책로 가파른 담벼락 위로 독특한 마을 풍경이 보인다. 해안가 절벽 끝에 바... " ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "json_attraction = json.loads(contents)\n", "json_attraction\n", "\n", "body = json_attraction['getAttractionKr']['item']\n", "df_busan_attraction = pd.json_normalize(body)\n", "df_busan_attraction.head(1)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array(['흰여울문화마을', '깡깡이 예술마을', '국립해양박물관', '태종대', '죽성성당', '아홉산 숲', '해동용궁사 ',\n", " '임랑해수욕장', '문화공감 수정, 초량1941', '부산바다의 과거와 현재, 일광해수욕장'], dtype=object)" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df_busan_attraction[\"MAIN_TITLE\"].unique()[:10]" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "scrolled": false }, "outputs": [], "source": [ "# plt.figure(figsize = (10,6))\n", "# sns.scatterplot(df_busan_attraction[\"LNG\"], df_busan_attraction[\"LAT\"], hue = df_busan_attraction[\"GUGUN_NM\"])\n", "# plt.show()" ] }, { "cell_type": "markdown", "metadata": { "id": "e_KwkV6bToCq" }, "source": [ "### 2.2 부산광역시 지역화폐가맹점(2만개 데이터)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "id": "MQ1AwSQNSvqf" }, "outputs": [], "source": [ "df_shop_original = pd.read_csv(\"부산광역시_지역화폐(동백전) 가맹점 현황_20221222.csv\", encoding = \"cp949\")" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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순번가맹점명도로명지번위도경도데이터기준일자
01고봉민김밥인부산 영도구 와치로 250 (동삼동) 1층NaN351292022-12-22
12미사랑스킨앤바디부산 사하구 승학로224번길 10 ,1층(괴정동)NaN351292022-12-22
23피자스쿨 부산재송점부산 해운대구 재반로 182 비둘기맨션상가 B동 가호 (재송동)NaN351292022-12-22
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" ], "text/plain": [ " 순번 가맹점명 도로명 지번 위도 경도 \\\n", "0 1 고봉민김밥인 부산 영도구 와치로 250 (동삼동) 1층 NaN 35 129 \n", "1 2 미사랑스킨앤바디 부산 사하구 승학로224번길 10 ,1층(괴정동) NaN 35 129 \n", "2 3 피자스쿨 부산재송점 부산 해운대구 재반로 182 비둘기맨션상가 B동 가호 (재송동) NaN 35 129 \n", "\n", " 데이터기준일자 \n", "0 2022-12-22 \n", "1 2022-12-22 \n", "2 2022-12-22 " ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df_shop_original.head(3)" ] }, { "cell_type": "markdown", "metadata": { "id": "gOF9WnBcVEE6" }, "source": [ "#### 2.2.1 데이터 전처리(위도, 경도 결측치 삭제)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[57, 59, 79, 81, 83, 87, 90, 105, 117, 187]\n" ] } ], "source": [ "drop_list = list(df_shop_original[df_shop_original[\"위도\"].isna()].index)\n", "print(drop_list[:10])" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "df_shop = df_shop_original.drop(drop_list)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(117361, 7)" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df_shop.shape" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "df_sample = df_shop.sample(1000)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "# sns.scatterplot(x = df_sample[\"위도\"], y = df_sample[\"경도\"])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. 부산시 주요 관광지 및 지역화폐가맹점 지도" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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"text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image(\"./상권거리.jpg\")" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "scrolled": false }, "outputs": [ { "data": { "text/html": [ "
Make this Notebook Trusted to load map: File -> Trust Notebook
" ], "text/plain": [ "" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "m = folium.Map(\n", " location=[35.137922, 129.055628],\n", " zoom_start=15, \n", " tiles='OpenStreetMap',\n", " zoom_control = True\n", ")\n", "\n", "folium.GeoJson(\n", " busan_geo,\n", " name='지역명'\n", ").add_to(m)\n", "\n", "# 우측 하단 미니맵 표시\n", "minimap = folium.plugins.MiniMap()\n", "m.add_child(minimap)\n", "\n", "# 부산시 주요 관광지 위치 및 반경\n", "attractions = list(zip(df_busan_attraction[\"LAT\"], df_busan_attraction[\"LNG\"], df_busan_attraction[\"MAIN_TITLE\"]))\n", "\n", "# 상권 반경은 500m로 설정\n", "for i in range(len(attractions)):\n", " folium.Circle(location=attractions[i][:2],\n", " tooltip=attractions[i][2],\n", " radius=500,\n", " color=\"#2a9d8f\",\n", " fill=True,\n", " fill_color=\"#2a9d8f\"\n", " ).add_to(m)\n", "\n", "for i in range(len(attractions)):\n", " folium.Circle(location=attractions[i][:2],\n", " radius=1,\n", " color=\"#2a9d8f\"\n", " ).add_to(m)\n", "\n", "# 부산시 지역화폐가맹점 표시(너무 많은 관계로 1만개만 표시)\n", "shops = list(zip(df_shop[\"위도\"], df_shop[\"경도\"]))[:10000]\n", "\n", "\n", "# cluster = folium.plugins.MarkerCluster(locations=locations)\n", "# m.add_child(cluster)\n", "\n", "for i in range(len(shops[:10000])):\n", " folium.CircleMarker(location=shops[i],radius=2, color = '#FF7467').add_to(m)\n", "\n", "m" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "colab": { "provenance": [], "toc_visible": true }, "kernelspec": { "display_name": "Python 3", "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": "3.8.8" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": { "height": "calc(100% - 180px)", "left": "10px", "top": "150px", "width": "320px" }, "toc_section_display": true, "toc_window_display": true } }, "nbformat": 4, "nbformat_minor": 1 }