{"id":2376,"date":"2024-08-16T16:05:45","date_gmt":"2024-08-16T07:05:45","guid":{"rendered":"https:\/\/secondlife.lol\/?p=2376"},"modified":"2024-08-16T22:10:54","modified_gmt":"2024-08-16T13:10:54","slug":"python-map-visualization-travel-route","status":"publish","type":"post","link":"https:\/\/secondlife.lol\/ja\/python-map-visualization-travel-route\/","title":{"rendered":"Python\u5730\u56f3\u306e\u53ef\u8996\u5316\uff1a\u5f8c\u6094\u306e\u306a\u3044\u65c5\u884c\u30eb\u30fc\u30c8\u3092\u78ba\u8a8d\u3059\u308b(feat. folium package)"},"content":{"rendered":"<p class=\"wp-block-paragraph\">\u521d\u3081\u3066\u884c\u304f\u5834\u6240\u3078\u306e\u65c5\u884c\u3092\u8a08\u753b\u3059\u308b\u3068\u304d\u3001\u5168\u4f53\u7684\u306a\u30eb\u30fc\u30c8\u3092\u78ba\u8a8d\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u305b\u3093\u304b\uff1f\u4eca\u65e5\u306e\u8a18\u4e8b\u3067\u306fPython\u306e\u5730\u56f3\u306e\u53ef\u8996\u5316\u6280\u6cd5\u3092\u4f7f\u3063\u3066\u65c5\u884c\u30eb\u30fc\u30c8\u3092\u53ef\u8996\u5316\u3059\u308b\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002 Python\u306e\u5f37\u529b\u306a <strong><a href=\"https:\/\/python-visualization.github.io\/folium\/\" data-type=\"link\" data-id=\"https:\/\/python-visualization.github.io\/folium\/\" target=\"_blank\" rel=\"noopener\">folium\u30e9\u30a4\u30d6\u30e9\u30ea<\/a><\/strong>\u3092\u6d3b\u7528\u3057\u3066\u3001\u3053\u306e\u65c5\u7a0b\u3092\u6bb5\u968e\u7684\u306b\u8996\u899a\u7684\u306b\u8868\u793a\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bb6\u5ead\u306e\u72b6\u6cc1\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002 <strong>JFK\u7a7a\u6e2f<\/strong>\u306b\u5230\u7740\u3057\u3001\u30bf\u30af\u30b7\u30fc\u3084\u30a6\u30fc\u30d0\u30fc\u3092\u5229\u7528\u3057\u3066 <strong>\u30d2\u30eb\u30c8\u30f3 \u30cb\u30e5\u30fc\u30e8\u30fc\u30af \u30df\u30c3\u30c9\u30bf\u30a6\u30f3<\/strong> \u30db\u30c6\u30eb\u306b\u79fb\u52d5\u5f8c\u3001\u5f92\u6b69\u3067 <strong>\u30de\u30f3\u30cf\u30c3\u30bf\u30f3\u30bb\u30f3\u30bf\u30fc<\/strong> \u4f1a\u5834\u306b\u79fb\u52d5\u3057\u307e\u3059\u3002\u4eca\u56de\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u3001 <strong>Python\u30de\u30c3\u30d7\u306e\u53ef\u8996\u5316(Python Map Visualization)<\/strong> \u30b9\u30ad\u30eb\u3092\u8eab\u306b\u3064\u3051\u3001\u65c5\u884c\u30eb\u30fc\u30c8\u3092\u5730\u56f3\u306b\u8868\u793a\u3059\u308b\u65b9\u6cd5\u3092\u5b66\u3073\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Python\u30de\u30c3\u30d7\u306e\u53ef\u8996\u5316\u306e\u6982\u8981\u3092\u7406\u89e3\u3059\u308b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Python Map Visualization(Python Map Visualization)\u306fGPS\u5ea7\u6a19\u3092\u4f7f\u3063\u3066\u5730\u56f3\u4e0a\u306b\u69d8\u3005\u306a\u30c7\u30fc\u30bf\u3092\u8996\u899a\u7684\u306b\u8868\u73fe\u3059\u308b\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002 \u7279\u306b\u3001folium\u30e9\u30a4\u30d6\u30e9\u30ea\u306fPython\u3067Google\u30de\u30c3\u30d7\u306e\u3088\u3046\u306a\u5730\u56f3\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eca\u56de\u306e\u4f8b\u3067\u306f\u3001\u30cb\u30e5\u30fc\u30e8\u30fc\u30af\u306e3\u3064\u306e\u4e3b\u8981\u5730\u70b9\uff08JFK\u7a7a\u6e2f\u3001Hilton New York Midtown\u30db\u30c6\u30eb\u3001Manhattan Center\u4f1a\u5834\uff09\u306b\u30de\u30fc\u30ab\u30fc\u3092\u8ffd\u52a0\u3057\u3001\u5404\u5730\u70b9\u3092\u7d50\u3076\u30eb\u30fc\u30c8\u3092\u9752\u3044\u7dda\u3067\u8868\u793a\u3057\u3001\u79fb\u52d5\u6642\u9593\u3068\u8ddd\u96e2\u60c5\u5831\u3092\u5730\u56f3\u4e0a\u306b\u8868\u793a\u3059\u308b\u65b9\u6cd5\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Python\u30b3\u30fc\u30c9\u306e\u6bb5\u968e\u7684\u306a\u8aac\u660e<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1.\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3068\u8aad\u307f\u8fbc\u307f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Python\u3067\u5730\u56f3\u306e\u53ef\u8996\u5316\u3092\u3059\u308b\u305f\u3081\u306b <code>\u30d5\u30a9\u30ea\u30a6\u30e0<\/code> \u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># \u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea import\nimport os # \u30d5\u30a1\u30a4\u30eb\u304a\u3088\u3073\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u64cd\u4f5c\u306e\u305f\u3081\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\nimport folium # \u5730\u56f3\u306e\u751f\u6210\u3068\u64cd\u4f5c\u306e\u305f\u3081\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\n\n# \u7d50\u679c\u3092\u4fdd\u5b58\u3059\u308b\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306e\u4f5c\u6210\n\u7d50\u679c_dir = 'C:\/result\/'\n# os.makedirs()\uff1a\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306e\u751f\u6210\u3002exist_ok=True\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u65e2\u306b\u5b58\u5728\u3059\u308b\u5834\u5408\u3001\u30a8\u30e9\u30fc\u3092\u9632\u6b62\u3059\u308b\u3002\nos.makedirs(result_dir, exist_ok=True)<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">2.\u4e3b\u8981\u306a\u5834\u6240\u3068\u8ddd\u96e2\u3001\u6642\u9593\u30c7\u30fc\u30bf\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5404\u5834\u6240\u306eGPS\u5ea7\u6a19\u3092\u5b9a\u7fa9\u3057\u30012\u70b9\u9593\u306e\u8ddd\u96e2\u3068\u63a8\u5b9a\u6642\u9593\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># \u4e3b\u306a\u5834\u6240\u306e\u5ea7\u6a19\u8a2d\u5b9a\uff08\u7def\u5ea6\u3001\u7d4c\u5ea6\uff09\u3092\u8a2d\u5b9a\u3059\u308b\nsimplified_locations = { {} \u306e\u3088\u3046\u306b\u8a2d\u5b9a\u3057\u307e\u3059\u3002\n    \"JFK Airport\"\uff1a[40.6413, -73.7781]\u3001\n    \"Hilton New York Midtown\"\uff1a[40.7625, -73.9780]\u3001\n    \"\u30a4\u30d9\u30f3\u30c8\u4f1a\u5834\uff08\u30de\u30f3\u30cf\u30c3\u30bf\u30f3\u30bb\u30f3\u30bf\u30fc\uff09\"\uff1a[40.7527, -73.9932].\n}\n\n#\u306e\u8ddd\u96e2(km)\u53ca\u3073\u6642\u9593(\u5206)\u60c5\u5831\nsimplified_distances_and_times = { {...\n    (\"JFK Airport\", \"Hilton New York Midtown\"): (25.0, 35)\u3001\n    ( \"Hilton New York Midtown\", \"Event Venue (Manhattan Center)\"): (1.2, 15)\n}\n\n# \u30eb\u30fc\u30c8\u306e\u9806\u5e8f\u8a2d\u5b9a\nordered_locations = [.\n    (\"JFK Airport\", \"Hilton New York Midtown\")\u3001\n    ( \"Hilton New York Midtown\", \"Event Venue (Manhattan Center)\")\n]\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">3.\u5730\u56f3\u306e\u4f5c\u6210\u3068\u7d4c\u8def\u306e\u53ef\u8996\u5316<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30cb\u30e5\u30fc\u30e8\u30fc\u30af\u3092\u4e2d\u5fc3\u306b\u5730\u56f3\u3092\u4f5c\u6210\u3057\u3001\u5404\u30dd\u30a4\u30f3\u30c8\u306b\u756a\u53f7\u4ed8\u304d\u306e\u30de\u30fc\u30ab\u30fc\u3092\u8ffd\u52a0\u3057\u3001\u30eb\u30fc\u30c8\u3092\u9752\u3044\u7dda\u3067\u3064\u306a\u304e\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>#\u30de\u30c3\u30d7\u751f\u6210\n# folium.Map()\uff1a\u57fa\u672c\u5730\u56f3\u306e\u751f\u6210\n# location: \u5730\u56f3\u306e\u4e2d\u5fc3\u70b9\u306e\u5ea7\u6a19[\u7def\u5ea6\u3001\u7d4c\u5ea6]\u3002\n# zoom_start: \u521d\u671f\u30ba\u30fc\u30e0\u30ec\u30d9\u30eb (\u9ad8\u3044\u307b\u3069\u62e1\u5927\u3055\u308c\u307e\u3059)\nm = folium.Map(location=[40.7200, -73.9000], zoom_start=11)\n\n# \u30de\u30fc\u30ab\u30fc\u3068\u30d1\u30b9\u3092\u8ffd\u52a0\n# enumerate()\uff1a\u30ea\u30b9\u30c8\u306e\u8981\u7d20\u3068\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u4e00\u7dd2\u306b\u8fd4\u3059\u3001start=1\u3067\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u30921\u304b\u3089\u59cb\u3081\u308b\nfor idx, location in enumerate(simplified_locations.items(), start=1)\uff1a\n    loc_name, coords = location\n    # folium.Marker()\uff1a\u5730\u56f3\u306b\u30de\u30fc\u30ab\u30fc\u3092\u8ffd\u52a0\n    # popup: \u30de\u30fc\u30ab\u30fc\u3092\u30af\u30ea\u30c3\u30af\u3057\u305f\u6642\u306b\u8868\u793a\u3055\u308c\u308b\u30c6\u30ad\u30b9\u30c8\n    # icon: \u30de\u30fc\u30ab\u30fc\u306e\u5f62\u72b6\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002\n    folium.Marker(\n        coords\u3001\n        popup=f&quot;{idx}.{loc_name}&quot;\u3001\n        icon=folium.DivIcon(\n            html=f&quot;&quot;&quot;&quot;\n            &lt;div style=&quot;text-align: center;&quot;&gt;\n                &lt;div style=&quot;font-size: 12pt; font-weight: bold; color: black; background-color: white; border-radius: 50%;                 width: 24px; height: 24px; display: flex; align-items: center; justify-content: center;&quot;&gt;\n                {idx}\n                &lt;\/div&gt;\n                &lt;div style=&quot;font-size: 10pt; font-weight: bold; color: navy; margin-top: 10px;&quot;&gt;\n                {loc_name}\n                &lt;\/div&gt;\n            &lt;\/div&gt;&quot;&quot;&quot;\n        ).add_to(m)\n    ).add_to(m)\n\n# \u7d4c\u8def\u3068\u8ddd\u96e2\/\u6642\u9593\u60c5\u5831\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002\nfor (loc1, loc2) in ordered_locations\uff1a\n    # folium.PolyLine()\uff1a\u4e8c\u70b9\u9593\u306b\u7dda\u3092\u5f15\u304f\n    # color: \u30e9\u30a4\u30f3\u306e\u8272\u3001weight: \u30e9\u30a4\u30f3\u306e\u592a\u3055\u3001opacity: \u30e9\u30a4\u30f3\u306e\u900f\u660e\u5ea6\n    folium.PolyLine([simplified_locations[loc1], simplified_locations[loc2]], color=&quot;blue&quot;, weight=2.5, opacity=1).add_to(m)\n\n    #\u8ddd\u96e2\u3068\u6642\u9593\u60c5\u5831\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002\n    distance_km, time_min = simplified_distances_and_times[(loc1, loc2)].\n    # 2\u3064\u306e\u5730\u70b9\u306e\u4e2d\u9593\u5ea7\u6a19\u3092\u8a08\u7b97\u3059\u308b\n    mid_point = [(simplified_locations[loc1][0] + simplified_locations[loc2][0]) \/ 2\u3001\n                 (simplified_locations[loc1][1] + simplified_locations[loc2][1]) \/ 2], (simplified_locations[loc1][1] + simplified_locations[loc2][1]) \/ 2].\n    # \u4e2d\u9593\u5730\u70b9\u306b\u8ddd\u96e2\u3068\u6642\u9593\u60c5\u5831\u3092\u542b\u3080\u30de\u30fc\u30ab\u30fc\u3092\u8ffd\u52a0\u3059\u308b\n    folium.Marker(\n        mid_point\u3001\n        icon=folium.DivIcon(\n            html=f'&lt;div style=&quot;font-size: 10pt; font-weight: bold; color: red;&quot;&gt;{distance_km}km, {time_min}\u5206&lt;\/div&gt;'\u3001\n        ).add_to(m)\n    ).add_to(m)<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">4.\u5730\u56f3\u306e\u4fdd\u5b58<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b8c\u6210\u3057\u305f\u5730\u56f3\u3092\u30ed\u30fc\u30ab\u30eb\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e <code>C:\\result<\/code> \u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3057\u3001\u6b63\u5e38\u306b\u5b8c\u4e86\u3057\u305f\u3089\u4fdd\u5b58\u3055\u308c\u305f\u5730\u56f3html\u30d5\u30a1\u30a4\u30eb\u304c\u4fdd\u5b58\u3055\u308c\u305f\u30d1\u30b9\u3092\u4e0b\u8a18\u306e\u3088\u3046\u306b\u51fa\u529b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># \u5730\u56f3\u3092HTML\u3067\u4fdd\u5b58\n# os.path.join()\uff1a\u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u306b\u5408\u3063\u305f\u30d1\u30b9\u533a\u5207\u308a\u6587\u5b57\u3092\u4f7f\u7528\u3057\u3066\u30d5\u30a1\u30a4\u30eb\u30d1\u30b9\u3092\u751f\u6210\u3057\u307e\u3059\u3002\nfinal_corrected_map_path = os.path.join(result_dir, 'ny_business_trip_final_corrected_map_with_distances.html')\nm.save(final_corrected_map_path) # \u751f\u6210\u3055\u308c\u305f\u5730\u56f3\u3092HTML\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u4fdd\u5b58\u3057\u307e\u3059\u3002\n\nprint(f\"Map saved to: {final_corrected_map_path}\") # \u4fdd\u5b58\u3055\u308c\u305f\u30d5\u30a1\u30a4\u30eb\u306e\u30d1\u30b9\u3092\u51fa\u529b\u3057\u307e\u3059\u3002<\/code><\/pre>\n\n\n<style>.kb-image2376_945213-a0 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<div class=\"wp-block-kadence-image kb-image2376_945213-a0\"><figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"570\" height=\"21\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/08\/image-1-4.jpg\" alt=\"\ud30c\uc774\uc36c \uc9c0\ub3c4 \uc2dc\uac01\ud654 \ucf54\ub4dc \uc2e4\ud589 \uacb0\uacfc \ud45c\uc2dc\" class=\"kb-img wp-image-2378\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/08\/image-1-4.jpg 570w, https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/08\/image-1-4-300x11.jpg 300w\" sizes=\"(max-width: 570px) 100vw, 570px\" \/><figcaption>( \u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u5b9f\u884c\u7d50\u679c\u3001\u30bf\u30fc\u30df\u30ca\u30eb\u4e0a\u306e\u30e1\u30c3\u30bb\u30fc\u30b8 )<\/figcaption><\/figure><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u3088\u3046\u306b\u5b8c\u6210\u3057\u305f\u5730\u56f3\u3092\u30d6\u30e9\u30a6\u30b6\u3067\u78ba\u8a8d\u3059\u308b\u306b\u306f\u3001\u4e0b\u8a18\u306e\u3088\u3046\u306b\u8a72\u5f53\u30d5\u30a9\u30eb\u30c0\u306eHTML\u30d5\u30a1\u30a4\u30eb\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3060\u3051\u3067\u3059\u3002 \u3059\u308b\u3068\u3001\u4e0b\u306e\u56f3\u306e\u3088\u3046\u306b\u79c1\u305f\u3061\u304c\u8981\u6c42\u3057\u305f\u3082\u306e\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n<style>.kb-image2376_7dbbef-84 .kb-image-has-overlay:after{opacity:0.3;border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;}.kb-image2376_7dbbef-84 img.kb-img, .kb-image2376_7dbbef-84 .kb-img img{border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}<\/style>\n<div class=\"wp-block-kadence-image kb-image2376_7dbbef-84\"><figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"401\" height=\"176\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/08\/image-1-5.jpg\" alt=\"\ud30c\uc774\uc36c \uc9c0\ub3c4 \uc2dc\uac01\ud654 \uc18c\uc2a4\ucf54\ub4dc \uc2e4\ud589\uacb0\uacfc\ubb3c \ud3f4\ub354 \uc0ac\uc9c4\" class=\"kb-img wp-image-2379\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/08\/image-1-5.jpg 401w, https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/08\/image-1-5-300x132.jpg 300w\" sizes=\"(max-width: 401px) 100vw, 401px\" \/><figcaption>( \u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u5b9f\u884c\u7d50\u679c\u30d5\u30a9\u30eb\u30c0\u306b\u4fdd\u5b58\u3055\u308c\u305fhtml\u30d5\u30a1\u30a4\u30eb )<\/figcaption><\/figure><\/div>\n\n\n<style>.kb-image2376_2ab125-15 .kb-image-has-overlay:after{opacity:0.3;border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;}.kb-image2376_2ab125-15 img.kb-img, .kb-image2376_2ab125-15 .kb-img img{border-top-left-radius:5px;border-top-right-radius:5px;border-bottom-right-radius:5px;border-bottom-left-radius:5px;box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}<\/style>\n<div class=\"wp-block-kadence-image kb-image2376_2ab125-15\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"600\" height=\"448\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/08\/image-1-6-600x448.jpg\" alt=\"\ud30c\uc774\uc36c \uc9c0\ub3c4 \uc2dc\uac01\ud654 \uc18c\uc2a4\ucf54\ub4dc \uc2e4\ud589\uacb0\uacfc \uc0dd\uc131\ub41c \uc9c0\ub3c4 \uc0ac\uc9c4\" class=\"kb-img wp-image-2380\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/08\/image-1-6-600x448.jpg 600w, https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/08\/image-1-6-300x224.jpg 300w, https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/08\/image-1-6-768x573.jpg 768w, https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/08\/image-1-6.jpg 813w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><figcaption>( \u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3057\u305f\u7d50\u679c\u751f\u6210\u3055\u308c\u305f\u5730\u56f3 )<\/figcaption><\/figure><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">4.\u3088\u304f\u3042\u308b\u8cea\u554f\uff08FAQ\uff09<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q1.Python\u306e\u5730\u56f3\u306e\u53ef\u8996\u5316\u3067 <code>\u30d5\u30a9\u30ea\u30a6\u30e0<\/code>\u306f\u4f55\u3092\u3059\u308b\u306e\u3067\u3059\u304b\uff1f<\/strong><br>A1. <code>\u30d5\u30a9\u30ea\u30a6\u30e0<\/code>\u306fPython\u3092\u4f7f\u3063\u3066\u5730\u56f3\u30c7\u30fc\u30bf\u3092\u53ef\u8996\u5316\u3059\u308b\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002Google\u30de\u30c3\u30d7\u3068\u540c\u3058\u65b9\u6cd5\u3067\u30c7\u30fc\u30bf\u3092\u8996\u899a\u7684\u306b\u8868\u73fe\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q2.\u5ea7\u6a19\u306f\u3069\u3046\u3059\u308c\u3070\u308f\u304b\u308a\u307e\u3059\u304b\uff1f<\/strong><br>A2.\u30b0\u30fc\u30b0\u30eb\u30de\u30c3\u30d7\u3092\u4f7f\u7528\u3057\u3066\u76ee\u7684\u306e\u5834\u6240\u3092\u691c\u7d22\u3057\u305f\u5f8c\u3001\u305d\u306e\u5834\u6240\u306e\u30de\u30fc\u30af\u30a2\u30a4\u30b3\u30f3\u306e\u4e0a\u3067\u53f3\u30de\u30a6\u30b9\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u5ea7\u6a19(40.648275456129724, -73.78004682462297)\u3092\u9078\u629e\u3059\u308b\u3068\u30b3\u30d4\u30fc\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"600\" height=\"300\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/08\/image-1-7-600x300.jpg\" alt=\"\" class=\"wp-image-2383\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/08\/image-1-7-600x300.jpg 600w, https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/08\/image-1-7-300x150.jpg 300w, https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/08\/image-1-7.jpg 678w\" sizes=\"(max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"wp-block-paragraph\"><strong>Q3.\u3088\u308a\u8907\u96d1\u306a\u7d4c\u8def\u306e\u53ef\u8996\u5316\u306f\u53ef\u80fd\u3067\u3059\u304b\uff1f<\/strong><br>A3. \u306f\u3044\u3001\u53ef\u80fd\u3067\u3059\u3002\u3088\u308a\u591a\u304f\u306e\u5834\u6240\u3092\u8ffd\u52a0\u3057\u305f\u308a\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u4ea4\u901a\u60c5\u5831\u306a\u3069\u3092\u8868\u793a\u3059\u308b\u3088\u3046\u306b\u62e1\u5f35\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4eca\u56de\u306e\u6295\u7a3f\u306e\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u5229\u7528\u3057\u3066\u3001\u6b32\u3057\u3044\u6ce8\u6587\u3092AI\u306b\u4f1d\u3048\u3066\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u3057\u3066\u3082\u3089\u3046\u3068\u4fbf\u5229\u3067\u3059\u3002 <\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Q4.Python\u30de\u30c3\u30d7\u306e\u53ef\u8996\u5316\u7d50\u679c\u3092\u753b\u50cf\u3068\u3057\u3066\u4fdd\u5b58\u3067\u304d\u307e\u3059\u304b\uff1f<\/strong><br>A4. <code>\u30d5\u30a9\u30ea\u30a6\u30e0<\/code>\u306f\u57fa\u672c\u7684\u306bHTML\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u4fdd\u5b58\u3055\u308c\u307e\u3059\u304c\u3001 <code>\u30bb\u30ec\u30f3<\/code>\u306e\u3088\u3046\u306a\u30c4\u30fc\u30eb\u3092\u4f7f\u3063\u3066\u5730\u56f3\u3092\u753b\u50cf\u3067\u30ad\u30e3\u30d7\u30c1\u30e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002(\u3053\u306e\u90e8\u5206\u306f\u5225\u306e\u30dd\u30b9\u30c8\u3067\u8aac\u660e\u3057\u307e\u3059\u3002) \u30d7\u30ed\u30b0\u30e9\u30e0\u7684\u306a\u3082\u306e\u3067\u306f\u306a\u304f <strong>\u30b7\u30e7\u30fc\u30c8\u30ab\u30c3\u30c8(win+shift+s)<\/strong>\u3092\u5229\u7528\u3057\u3066HTML\u3067\u8868\u793a\u3059\u308b\u5730\u56f3\u3092\u30ad\u30e3\u30d7\u30c1\u30e3\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u6574\u7406\u3059\u308b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eca\u56de\u306e\u8a18\u4e8b\u3067\u306f\u3001Python\u306e\u5730\u56f3\u306e\u53ef\u8996\u5316\u3092\u4f7f\u3063\u3066\u30cb\u30e5\u30fc\u30e8\u30fc\u30af\u3067\u306e\u79fb\u52d5\u7d4c\u8def\u3092\u8996\u899a\u7684\u306b\u8868\u73fe\u3059\u308b\u65b9\u6cd5\u3092\u5b66\u3073\u307e\u3057\u305f\u3002 \u3053\u306e\u904e\u7a0b\u3067\u3001\u30c7\u30fc\u30bf\u3092\u76f4\u611f\u7684\u306b\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u8907\u96d1\u306a\u79fb\u52d5\u7d4c\u8def\u3084\u7269\u6d41\u306e\u79fb\u52d5\u7d4c\u8def\u3082\u7c21\u5358\u306b\u53ef\u8996\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3092 <a href=\"https:\/\/secondlife.lol\/ja\/guide-for-ai-prompting-effectively\/\" data-type=\"post\" data-id=\"1495\">\u4eba\u5de5\u77e5\u80fd\u6d3b\u7528\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5185\u5bb9<\/a>\u3092\u4f7f\u7528\u3057\u3066\u5225\u306e\u79fb\u52d5\u7d4c\u8def\u3092\u8996\u899a\u5316\u3057\u305f\u308a\u3001\u3088\u308a\u591a\u304f\u306e\u30c7\u30fc\u30bf\u3092\u8ffd\u52a0\u3057\u3066\u62e1\u5f35\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u6311\u6226\u3057\u3066\u307f\u307e\u3057\u3087\u3046\uff01<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Python\u306e\u5730\u56f3\u306e\u53ef\u8996\u5316\u3092\u542b\u3081\u3066\u4e88\u7b97\u3001\u65e5\u7a0b\u8868\u306a\u3069\u5168\u4f53\u7684\u306a\u65c5\u884c\u8a08\u753b\u3092\u6e96\u5099\u3057\u3066\u3044\u308b\u65b9\u306f\u3001\u3053\u306e\u8a18\u4e8b(<a href=\"https:\/\/secondlife.lol\/ja\/perfect-travel-itinerary-with-chatgpt4\/\" data-type=\"post\" data-id=\"2305\">2024\u5e74\u79cb\u5915\u306b\u5099\u3048\u3066ChatGPT\u3067\u65c5\u884c\u8a08\u753b\u304c\u7d44\u3081\u308b\uff1f(feat.\u5730\u56f3\u30eb\u30fc\u30c8)<\/a>)\u3092\u78ba\u8a8d\u3059\u308b\u3068\u3001\u5225\u306e\u6d1e\u5bdf\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">#\u5b8c\u5168\u7d71\u5408\u30b3\u30fc\u30c9<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0b\u8a18\u306e\u30b3\u30fc\u30c9\u3092\u30b3\u30d4\u30fc\u3057\u3066VS code\u306e\u3088\u3046\u306a\u7d71\u5408\u958b\u767a\u74b0\u5883\u306b\u8cbc\u308a\u4ed8\u3051\u3066\u5b9f\u884c\u3057\u307e\u3059\u3002 \u3057\u304b\u3057\u3001\u3082\u3057folium\u30d1\u30c3\u30b1\u30fc\u30b8\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u306a\u3044\u5834\u5408\u3001\u4e0b\u8a18\u306e\u3088\u3046\u306a\u8b66\u544a\u304c\u767a\u751f\u3057\u307e\u3059\u3002\u30bf\u30fc\u30df\u30ca\u30eb\u3067\u30e2\u30b8\u30e5\u30fc\u30eb\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30b3\u30de\u30f3\u30c9(pip install folium)\u3067\u8a72\u5f53\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u305f\u5f8c\u3001\u4e0b\u8a18\u306e\u7d71\u5408\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n<style>.kb-image2376_abd982-07 .kb-image-has-overlay:after{opacity:0.3;}<\/style>\n<div class=\"wp-block-kadence-image kb-image2376_abd982-07\"><figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"533\" height=\"70\" src=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/08\/image-1-3.jpg\" alt=\"\ud30c\uc774\uc36c \uc9c0\ub3c4 \uc2dc\uac01\ud654 \ud328\ud0a4\uc9c0 \uc124\uce58\uc2dc \uc54c\ub78c\" class=\"kb-img wp-image-2377\" srcset=\"https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/08\/image-1-3.jpg 533w, https:\/\/secondlife.lol\/wp-content\/uploads\/2024\/08\/image-1-3-300x39.jpg 300w\" sizes=\"(max-width: 533px) 100vw, 533px\" \/><figcaption>( folium\u30d1\u30c3\u30b1\u30fc\u30b8\u672a\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u6642\u306b\u767a\u751f\u3059\u308b\u30a2\u30e9\u30fc\u30e0 )<\/figcaption><\/figure><\/div>\n\n\n\n<pre class=\"wp-block-code\"><code># \u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea import\nimport os # \u30d5\u30a1\u30a4\u30eb\u30b7\u30b9\u30c6\u30e0\u64cd\u4f5c\u306e\u305f\u3081\u306e\u30e2\u30b8\u30e5\u30fc\u30eb (\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u4f5c\u6210\u3001\u30d5\u30a1\u30a4\u30eb\u30d1\u30b9\u64cd\u4f5c\u306a\u3069)\nimport folium # \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u5730\u56f3\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\n\n# \u7d50\u679c\u3092\u4fdd\u5b58\u3059\u308b\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306e\u751f\u6210\n\u7d50\u679c_dir = 'C:\/result\/'\n# os.makedirs()\uff1a\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306e\u751f\u6210\u3002exist_ok=True\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u65e2\u306b\u5b58\u5728\u3059\u308b\u5834\u5408\u3001\u30a8\u30e9\u30fc\u3092\u9632\u6b62\u3059\u308b\u3002\nos.makedirs(result_dir, exist_ok=True)\n\n# \u4e3b\u306a\u5834\u6240\u306e\u5ea7\u6a19\u8a2d\u5b9a (\u7def\u5ea6\u3001\u7d4c\u5ea6)\nsimplified_locations = { {} \u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\n    &quot;JFK Airport&quot;\uff1a[40.6413, -73.7781]\u3001\n    &quot;Hilton New York Midtown&quot;\uff1a[40.7625, -73.9780]\u3001\n    &quot;\u30a4\u30d9\u30f3\u30c8\u4f1a\u5834\uff08\u30de\u30f3\u30cf\u30c3\u30bf\u30f3\u30bb\u30f3\u30bf\u30fc\uff09&quot;\uff1a[40.7527, -73.9932].\n}\n\n#\u8ddd\u96e2(km)\u3068\u6642\u9593(\u5206)\u60c5\u5831\nsimplified_distances_and_times = { {...\n    (&quot;JFK Airport&quot;, &quot;Hilton New York Midtown&quot;): (25.0, 35)\u3001\n    (&quot;Hilton New York Midtown&quot;, &quot;Event Venue (Manhattan Center)&quot;): (1.2, 15)\n}\n\n# \u30eb\u30fc\u30c8\u306e\u9806\u5e8f\u8a2d\u5b9a\nordered_locations = [.\n    (&quot;JFK Airport&quot;, &quot;Hilton New York Midtown&quot;)\u3001\n    (&quot;Hilton New York Midtown&quot;, &quot;Event Venue (Manhattan Center)&quot;)\n]\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002\n\n# \u5730\u56f3\u751f\u6210\n# folium.Map()\uff1a\u57fa\u672c\u7684\u306a\u5730\u56f3\u3092\u751f\u6210\n# location: \u5730\u56f3\u306e\u4e2d\u5fc3\u70b9\u306e\u5ea7\u6a19[\u7def\u5ea6\u3001\u7d4c\u5ea6]\u3002\n# zoom_start: \u521d\u671f\u30ba\u30fc\u30e0\u30ec\u30d9\u30eb (\u9ad8\u3044\u307b\u3069\u62e1\u5927\u3055\u308c\u307e\u3059)\nm = folium.Map(location=[40.7200, -73.9000], zoom_start=11)\n\n# \u30de\u30fc\u30ab\u30fc\u3068\u30d1\u30b9\u3092\u8ffd\u52a0\n# enumerate()\uff1a\u30ea\u30b9\u30c8\u306e\u8981\u7d20\u3068\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u4e00\u7dd2\u306b\u8fd4\u3059\u3001start=1\u3067\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u30921\u304b\u3089\u59cb\u3081\u308b\nfor idx, location in enumerate(simplified_locations.items(), start=1)\uff1a\n    loc_name, coords = location\n    # folium.Marker()\uff1a\u5730\u56f3\u306b\u30de\u30fc\u30ab\u30fc\u3092\u8ffd\u52a0\n    # popup: \u30de\u30fc\u30ab\u30fc\u3092\u30af\u30ea\u30c3\u30af\u3057\u305f\u3068\u304d\u306b\u8868\u793a\u3055\u308c\u308b\u30c6\u30ad\u30b9\u30c8\n    # icon: \u30de\u30fc\u30ab\u30fc\u306e\u5f62\u72b6\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002\n    folium.Marker(\n        coords\u3001\n        popup=f&quot;{idx}.{loc_name}&quot;\u3001\n        icon=folium.DivIcon(\n            html=f&quot;&quot;&quot;&quot;\n            &lt;div style=&quot;text-align: center;&quot;&gt;\n                &lt;div style=&quot;font-size: 12pt; font-weight: bold; color: black; background-color: white; border-radius: 50%;                 width: 24px; height: 24px; display: flex; align-items: center; justify-content: center;&quot;&gt;\n                {idx}\n                &lt;\/div&gt;\n                &lt;div style=&quot;font-size: 10pt; font-weight: bold; color: navy; margin-top: 10px;&quot;&gt;\n                {loc_name}\n                &lt;\/div&gt;\n            &lt;\/div&gt;&quot;&quot;&quot;\n        ).add_to(m)\n    ).add_to(m)\n\n# \u7d4c\u8def\u3068\u8ddd\u96e2\/\u6642\u9593\u60c5\u5831\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002\nfor (loc1, loc2) in ordered_locations\uff1a\n    # folium.PolyLine()\uff1a\u4e8c\u70b9\u9593\u306b\u7dda\u3092\u5f15\u304f\n    # color: \u30e9\u30a4\u30f3\u306e\u8272\u3001weight: \u30e9\u30a4\u30f3\u306e\u592a\u3055\u3001opacity: \u30e9\u30a4\u30f3\u306e\u900f\u660e\u5ea6\n    folium.PolyLine([simplified_locations[loc1], simplified_locations[loc2]], color=&quot;blue&quot;, weight=2.5, opacity=1).add_to(m)\n\n    #\u8ddd\u96e2\u3068\u6642\u9593\u60c5\u5831\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002\n    distance_km, time_min = simplified_distances_and_times[(loc1, loc2)].\n    # 2\u3064\u306e\u5730\u70b9\u306e\u4e2d\u9593\u5ea7\u6a19\u3092\u8a08\u7b97\u3059\u308b\n    mid_point = [(simplified_locations[loc1][0] + simplified_locations[loc2][0]) \/ 2\u3001\n                 (simplified_locations[loc1][1] + simplified_locations[loc2][1]) \/ 2], (simplified_locations[loc1][1] + simplified_locations[loc2][1]) \/ 2].\n    # \u4e2d\u9593\u5730\u70b9\u306b\u8ddd\u96e2\u3068\u6642\u9593\u60c5\u5831\u3092\u542b\u3080\u30de\u30fc\u30ab\u30fc\u3092\u8ffd\u52a0\u3059\u308b\n    folium.Marker(\n        mid_point\u3001\n        icon=folium.DivIcon(\n            html=f'&lt;div style=&quot;font-size: 10pt; font-weight: bold; color: red;&quot;&gt;{distance_km}km, {time_min}\u5206&lt;\/div&gt;'\u3001\n        ).add_to(m)\n    ).add_to(m)\n\n#\u5730\u56f3\u3092HTML\u3067\u4fdd\u5b58\n# os.path.join()\uff1a\u30aa\u30da\u30ec\u30fc\u30c6\u30a3\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u306b\u5408\u3063\u305f\u30d1\u30b9\u533a\u5207\u308a\u6587\u5b57\u3092\u4f7f\u7528\u3057\u3066\u30d5\u30a1\u30a4\u30eb\u30d1\u30b9\u3092\u751f\u6210\u3057\u307e\u3059\u3002\nfinal_corrected_map_path = os.path.join(result_dir, 'ny_business_trip_final_corrected_map_with_distances.html')\nm.save(final_corrected_map_path) # \u751f\u6210\u3055\u308c\u305f\u5730\u56f3\u3092HTML\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u4fdd\u5b58\u3057\u307e\u3059\u3002\n\nprint(f&quot;Map saved to: {final_corrected_map_path}&quot;) # \u4fdd\u5b58\u3055\u308c\u305f\u30d5\u30a1\u30a4\u30eb\u306e\u30d1\u30b9\u3092\u51fa\u529b\u3057\u307e\u3059\u3002<\/code><\/pre>","protected":false},"excerpt":{"rendered":"<p>\ucc98\uc74c \uac00\ubcf4\ub294 \uacf3\uc73c\ub85c \uc5ec\ud589\uc744 \uacc4\ud68d\ud558\ub2e4\ubcf4\uba74 \uc804\uccb4\uc801\uc73c\ub85c \uacbd\ub85c\ub97c \ud55c\ubc88 \ud655\uc778\ud574\ubcf4\uace0 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