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"text/html": [
"<div>\n",
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" .dataframe tbody tr th:only-of-type {\n",
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"\n",
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"\n",
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"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>index</th>\n",
" <th>station_id</th>\n",
" <th>name</th>\n",
" <th>status</th>\n",
" <th>latitude</th>\n",
" <th>longitude</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>0</td>\n",
" <td>31620</td>\n",
" <td>5th & F St NW</td>\n",
" <td>open</td>\n",
" <td>38.897637</td>\n",
" <td>-77.018126</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>1</td>\n",
" <td>31105</td>\n",
" <td>14th & Harvard St NW</td>\n",
" <td>open</td>\n",
" <td>38.926638</td>\n",
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" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>2</td>\n",
" <td>31400</td>\n",
" <td>Georgia & New Hampshire Ave NW</td>\n",
" <td>closed</td>\n",
" <td>38.935638</td>\n",
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" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>3</td>\n",
" <td>31111</td>\n",
" <td>10th & U St NW</td>\n",
" <td>open</td>\n",
" <td>38.917638</td>\n",
" <td>-77.025126</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>4</td>\n",
" <td>31104</td>\n",
" <td>Adams Mill & Columbia Rd NW</td>\n",
" <td>open</td>\n",
" <td>38.922638</td>\n",
" <td>-77.042126</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" index station_id name status latitude \\\n",
"0 0 31620 5th & F St NW open 38.897637 \n",
"1 1 31105 14th & Harvard St NW open 38.926638 \n",
"2 2 31400 Georgia & New Hampshire Ave NW closed 38.935638 \n",
"3 3 31111 10th & U St NW open 38.917638 \n",
"4 4 31104 Adams Mill & Columbia Rd NW open 38.922638 \n",
"\n",
" longitude \n",
"0 -77.018126 \n",
"1 -77.032126 \n",
"2 -77.024126 \n",
"3 -77.025126 \n",
"4 -77.042126 "
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import pandas as pd\n",
"stations = pd.read_sql_query(\"\"\"select * from bikeshare_stations where latitude is not NULL\"\"\",'sqlite:///_static/bikeshare.db')\n",
"stations.head()"
]
},
{
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"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>station_id</th>\n",
" <th>name</th>\n",
" <th>status</th>\n",
" <th>latitude</th>\n",
" <th>longitude</th>\n",
" </tr>\n",
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" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>31620</td>\n",
" <td>5th & F St NW</td>\n",
" <td>open</td>\n",
" <td>38.896301</td>\n",
" <td>-77.027463</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>31105</td>\n",
" <td>14th & Harvard St NW</td>\n",
" <td>open</td>\n",
" <td>38.926571</td>\n",
" <td>-77.032414</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>31400</td>\n",
" <td>Georgia & New Hampshire Ave NW</td>\n",
" <td>open</td>\n",
" <td>39.221500</td>\n",
" <td>-77.059858</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>31111</td>\n",
" <td>10th & U St NW</td>\n",
" <td>open</td>\n",
" <td>38.916804</td>\n",
" <td>-77.026235</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>31104</td>\n",
" <td>Adams Mill & Columbia Rd NW</td>\n",
" <td>open</td>\n",
" <td>38.922680</td>\n",
" <td>-77.042667</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" station_id name status latitude longitude\n",
"0 31620 5th & F St NW open 38.896301 -77.027463\n",
"1 31105 14th & Harvard St NW open 38.926571 -77.032414\n",
"2 31400 Georgia & New Hampshire Ave NW open 39.221500 -77.059858\n",
"3 31111 10th & U St NW open 38.916804 -77.026235\n",
"4 31104 Adams Mill & Columbia Rd NW open 38.922680 -77.042667"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import pandas as pd\n",
"\n",
"stations = pd.read_csv(\"https://runestone.academy/ns/books/published/httlads/_static/bikeshare_stations.csv\")\n",
"stations.head()"
]
},
{
"cell_type": "code",
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"Map(center=[38.9072, -77.0369], controls=(ZoomControl(options=['position', 'zoom_in_text', 'zoom_in_title', 'z…"
]
},
"execution_count": 3,
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],
"source": [
"from ipyleaflet import Map, Marker, Icon, CircleMarker\n",
"\n",
"locations = list(zip(stations.latitude, stations.longitude))\n",
"dc_center = (38.9072, -77.0369)\n",
"\n",
"dcmap = Map(center=dc_center, zoom=12)\n",
"for loc in locations:\n",
" marker = CircleMarker(location=loc, radius=2)\n",
" dcmap.add_layer(marker)\n",
"\n",
"dcmap"
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}
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