[Python]GPS位置情報を地図にプロットして可視化する（国土地理院地図、OpenStreetMap）

[
  {
    "timestamp": "2023-07-19T20:52:54.031310",
    "latitude": 35.65859297916666,
    "lat_dir": "N",
    "longitude": 139.74541359375,
    "lon_dir": "E",
    "altitude": 84.7,
    "hdop": "1.22",
    "Status": "A"
  },
  {
    "timestamp": "2023-07-19T20:53:04.027535",
    "latitude": 35.658584812499996,
    "lat_dir": "N",
    "longitude": 139.74543476041666,
    "lon_dir": "E",
    "altitude": 81.1,
    "hdop": "1.50",
    "Status": "A"
  }
]

import json

# data.jsonファイルを読み込む
with open('data.json', 'r') as f:
    data = json.load(f)

pip install folium

import folium

# 地図に中心座標をプロット
map= folium.Map(location=[data[0]["latitude"], data[0]["longitude"]], zoom_start=16)

# 地図にマーカー追加 
for point in data:
    folium.Marker(location=[point["latitude"], point["longitude"]], popup=f"Altitude: {point['altitude']}").add_to(map)

# 地図をHTML出力
map.save("map.html")

import folium
import json

# Given data
# data.jsonファイルを読み込む
with open('data.json', 'r') as f:
    data = json.load(f)

# Create a map centered on the first data point
map_gsi = folium.Map(location=[data[0]["latitude"], data[0]["longitude"]], zoom_start=16, tiles="http://cyberjapandata.gsi.go.jp/xyz/std/{z}/{x}/{y}.png", attr="© GSI Japan")

# Add markers for each data point on the GSI map
for point in data:
    folium.Marker(location=[point["latitude"], point["longitude"]], popup=f"Altitude: {point['altitude']}").add_to(map_gsi)

# Save the map to an HTML file
map_gsi.save("gsi_map.html")

import folium
import json

# data.jsonファイルを読み込む
with open('data.json', 'r') as f:
    data = json.load(f)

# Create a map centered on the first data point
map_osm = folium.Map(location=[data[0]["latitude"], data[0]["longitude"]], zoom_start=16, tiles="OpenStreetMap")

# Add markers for each data point on OpenStreetMap
for point in data:
    folium.Marker(location=[point["latitude"], point["longitude"]], popup=f"Altitude: {point['altitude']}").add_to(map_osm)

# Save the map to an HTML file
map_osm.save("osm_map.html")