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       "   index  station_id                            name  status   latitude  \\\n",
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       "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",
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       "3 -77.025126  \n",
       "4 -77.042126  "
      ]
     },
     "execution_count": 1,
     "metadata": {},
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    }
   ],
   "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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       "    </tr>\n",
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       "      <th>2</th>\n",
       "      <td>31400</td>\n",
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       "      <td>open</td>\n",
       "      <td>39.221500</td>\n",
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       "      <th>3</th>\n",
       "      <td>31111</td>\n",
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       "      <td>open</td>\n",
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       "   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": {},
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    }
   ],
   "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()"
   ]
  },
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       "Map(center=[38.9072, -77.0369], controls=(ZoomControl(options=['position', 'zoom_in_text', 'zoom_in_title', 'z…"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "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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