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opencage-jupyter-notebook.ipynb
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Jupyter Notebook Geocoding Tutorial"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"This is a tutorial for using the OpenCage Geocoding API in a Python Jupyter Notebook.\n",
"\n",
"Before you can query the API you will need to [sign up for an OpenCage API key](https://opencagedata.com/users/sign_up).\n",
"\n",
"Once you've done that we recommend you spend five minutes on:\n",
"- [playing with the demo page](https://opencagedata.com/demo), so that you see the actual response the API returns.\n",
"- [browsing the API documentation](https://opencagedata.com/api), so you understand the various [optional parameters](https://opencagedata.com/api#forward-opt), [possible response codes](https://opencagedata.com/api#codes), and the [rate limiting](https://opencagedata.com/api#rate-limiting) on free trial accounts"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Install the OpenCage Python module\n",
"\n",
"Install with pip, compatible with Python 3.7+.\n",
"\n",
"`% pip install opencage`\n",
"\n",
"- [OpenCageGeocode on github](https://github.com/opencagedata/python-opencage-geocoder)\n",
"- [OpenCageGeocode on python package index](https://pypi.python.org/pypi/opencage/)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Initialize geocoder"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"from opencage.geocoder import OpenCageGeocode\n",
"from pprint import pprint"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Replace `YOUR-API-KEY` below with the OpenCage API key for your account."
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"key = 'YOUR-API-KEY'\n",
"geocoder = OpenCageGeocode(key)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Geocode coordinate"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[{'annotations': {'DMS': {'lat': \"44° 49' 49.11132'' N\",\n",
" 'lng': \"0° 34' 34.28796'' E\"},\n",
" 'MGRS': '30TXQ9159666958',\n",
" 'Maidenhead': 'IN94rt09ug',\n",
" 'Mercator': {'x': -64141.3, 'y': 5564710.789},\n",
" 'NUTS': {'NUTS0': {'code': 'FR'},\n",
" 'NUTS1': {'code': 'FRI'},\n",
" 'NUTS2': {'code': 'FRI1'},\n",
" 'NUTS3': {'code': 'FRI12'}},\n",
" 'OSM': {'edit_url': 'https://www.openstreetmap.org/edit?node=2754853042#map=16/44.83031/-0.57619',\n",
" 'note_url': 'https://www.openstreetmap.org/note/new#map=16/44.83031/-0.57619&layers=N',\n",
" 'url': 'https://www.openstreetmap.org/?mlat=44.83031&mlon=-0.57619#map=16/44.83031/-0.57619'},\n",
" 'UN_M49': {'regions': {'EUROPE': '150',\n",
" 'FR': '250',\n",
" 'WESTERN_EUROPE': '155',\n",
" 'WORLD': '001'},\n",
" 'statistical_groupings': ['MEDC']},\n",
" 'callingcode': 33,\n",
" 'currency': {'alternate_symbols': [],\n",
" 'decimal_mark': ',',\n",
" 'html_entity': '€',\n",
" 'iso_code': 'EUR',\n",
" 'iso_numeric': '978',\n",
" 'name': 'Euro',\n",
" 'smallest_denomination': 1,\n",
" 'subunit': 'Cent',\n",
" 'subunit_to_unit': 100,\n",
" 'symbol': '€',\n",
" 'symbol_first': 0,\n",
" 'thousands_separator': '.'},\n",
" 'flag': '🇫🇷',\n",
" 'geohash': 'ezzx4ch7mz0zbyftcpdf',\n",
" 'qibla': 111.75,\n",
" 'roadinfo': {'drive_on': 'right',\n",
" 'road': 'Rue Sauteyron',\n",
" 'speed_in': 'km/h'},\n",
" 'sun': {'rise': {'apparent': 1691384160,\n",
" 'astronomical': 1691376960,\n",
" 'civil': 1691382180,\n",
" 'nautical': 1691379720},\n",
" 'set': {'apparent': 1691436000,\n",
" 'astronomical': 1691443140,\n",
" 'civil': 1691437920,\n",
" 'nautical': 1691440380}},\n",
" 'timezone': {'name': 'Europe/Paris',\n",
" 'now_in_dst': 1,\n",
" 'offset_sec': 7200,\n",
" 'offset_string': '+0200',\n",
" 'short_name': 'CEST'},\n",
" 'what3words': {'words': 'advice.quiet.surveyed'}},\n",
" 'bounds': {'northeast': {'lat': 44.8303587, 'lng': -0.5761411},\n",
" 'southwest': {'lat': 44.8302587, 'lng': -0.5762411}},\n",
" 'components': {'ISO_3166-1_alpha-2': 'FR',\n",
" 'ISO_3166-1_alpha-3': 'FRA',\n",
" 'ISO_3166-2': ['FR-NAQ', 'FR-33'],\n",
" '_category': 'building',\n",
" '_type': 'building',\n",
" 'city': 'Bordeaux',\n",
" 'continent': 'Europe',\n",
" 'country': 'France',\n",
" 'country_code': 'fr',\n",
" 'county': 'Gironde',\n",
" 'house_number': '11',\n",
" 'municipality': 'Bordeaux',\n",
" 'political_union': 'European Union',\n",
" 'postcode': '33000',\n",
" 'region': 'Metropolitan France',\n",
" 'road': 'Rue Sauteyron',\n",
" 'state': 'Nouvelle-Aquitaine',\n",
" 'state_code': 'NAQ',\n",
" 'suburb': 'Victoire'},\n",
" 'confidence': 10,\n",
" 'formatted': '11 Rue Sauteyron, 33000 Bordeaux, France',\n",
" 'geometry': {'lat': 44.8303087, 'lng': -0.5761911}}]\n"
]
}
],
"source": [
"results = geocoder.reverse_geocode(44.8303087, -0.5761911)\n",
"pprint(results)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Set output language, error handling"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"11 Rue Sauteyron, 33000 Bordeaux, Frankreich\n"
]
}
],
"source": [
"from opencage.geocoder import RateLimitExceededError\n",
"\n",
"try:\n",
" results = geocoder.reverse_geocode(44.8303087, -0.5761911, language='de', no_annotation='1')\n",
" if results and len(results):\n",
" print(results[0]['formatted'])\n",
"except RateLimitExceededError as ex:\n",
" print(ex)\n",
" # Your rate limit has expired ...\n",
" # Upgrade on https://opencagedata.com/pricing"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Lookup coordinates from postal address "
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"45.796933;15.981894;hr;Europe/Zagreb\n"
]
}
],
"source": [
"query = u'Bosutska ulica 10, Trnje, Zagreb, Croatia'\n",
"results = geocoder.geocode(query)\n",
"\n",
"print(u'%f;%f;%s;%s' % (results[0]['geometry']['lat'], \n",
" results[0]['geometry']['lng'],\n",
" results[0]['components']['country_code'],\n",
" results[0]['annotations']['timezone']['name']))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Plot geocoded address on a map"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Install [ipyleaflet](https://github.com/jupyter-widgets/ipyleaflet)\n",
"\n",
"`% pip install ipyleaflet`"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"from ipyleaflet import *"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"results = geocoder.geocode(u'Brussels, Belgium')\n",
"center = (results[0]['geometry']['lat'], results[0]['geometry']['lng'])"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
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"model_id": "853dab2c900543189419f7aee9f6268d",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"Map(center=[50.8465573, 4.351697], controls=(ZoomControl(options=['position', 'zoom_in_text', 'zoom_in_title',…"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"map = Map(center=center, zoom=6)\n",
"marker = Marker(location=center, draggable=False)\n",
"map.add_layer(marker)\n",
"\n",
"map"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Alternative Python modules"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"You can also access the OpenCage geocoder via Denis Carriere's [geocoder library](https://github.com/DenisCarriere/geocoder). Here is a [code sample](https://github.com/OpenCageData/opencagedata-misc-docs/blob/master/code-samples/python-geocoder.md) showing how to query our API using python geocoder."
]
}
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}
Raw
requirements.txt
opencage==1.1.6
ipyleaflet==0.10.1
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