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koma5/rdf_sparql_uk_bridges_pandas.ipynb

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rdf_sparql_uk_bridges_pandas.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"import rdflib, urllib, pandas\n",
"g = rdflib.Graph()"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"query = \"\"\"\n",
"PREFIX dcterms: <http://purl.org/dc/terms/>\n",
"PREFIX owl: <http://www.w3.org/2002/07/owl#>\n",
"PREFIX qb: <http://purl.org/linked-data/cube#>\n",
"PREFIX rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#>\n",
"PREFIX rdfs: <http://www.w3.org/2000/01/rdf-schema#>\n",
"PREFIX skos: <http://www.w3.org/2004/02/skos/core#>\n",
"PREFIX xsd: <http://www.w3.org/2001/XMLSchema#>\n",
"PREFIX bridges: <http://data.surreycc.gov.uk/def/assets/bridges/>\n",
"\n",
"CONSTRUCT {\n",
" ?s a <http://data.surreycc.gov.uk/def/assets/Bridge> .\n",
" ?s rdfs:label ?name .\n",
" ?s bridges:maxHeightMetres ?height .\n",
" ?s bridges:ownedBy ?who .\n",
"}\n",
"WHERE {\n",
" ?s a <http://data.surreycc.gov.uk/def/assets/Bridge> .\n",
" ?s rdfs:label ?name .\n",
" ?s bridges:maxHeightMetres ?height .\n",
" ?s bridges:ownedBy ?who .\n",
"}\n",
"\"\"\""
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"<Graph identifier=Nae63397039d9426da37dfeacb0d826ef (<class 'rdflib.graph.Graph'>)>"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"g.parse(\"http://data.surreycc.gov.uk/sparql.rdf?query=\" + urllib.quote(query, safe=''))"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"http://data.surreycc.gov.uk/id/assets/bridge/b2131-1 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.26\n",
"http://data.surreycc.gov.uk/id/assets/bridge/b2131-1 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/b2131-1 http://www.w3.org/2000/01/rdf-schema#label WEYHILL OR FOSTERS\n",
"http://data.surreycc.gov.uk/id/assets/bridge/b2131-1 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6877-1582 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6877-1582 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6877-1582 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.19\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6877-1582 http://www.w3.org/2000/01/rdf-schema#label BOOKHAM ROAD\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6815-1560 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.26\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6815-1560 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6815-1560 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6815-1560 http://www.w3.org/2000/01/rdf-schema#label CLAYGATE LANE NORTH RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d3005-532 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d3005-532 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d3005-532 http://www.w3.org/2000/01/rdf-schema#label ALMNERS ROAD RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d3005-532 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.11\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d305-837 http://www.w3.org/2000/01/rdf-schema#label TILEHURST LANE\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d305-837 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.19\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d305-837 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d305-837 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a325-8 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.2\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a325-8 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a325-8 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a325-8 http://www.w3.org/2000/01/rdf-schema#label WRECCLESHAM RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d2807-813 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d2807-813 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d2807-813 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 3.42\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d2807-813 http://www.w3.org/2000/01/rdf-schema#label BRADLEY LANE RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c23-714 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/unknown/private\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c23-714 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.03\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c23-714 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c23-714 http://www.w3.org/2000/01/rdf-schema#label CHARTERHOUSE BRIDGE\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6815-1562 http://www.w3.org/2000/01/rdf-schema#label CLAYGATE LANE SOUTH RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6815-1562 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.26\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6815-1562 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6815-1562 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6898-1554 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 3.04\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6898-1554 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6898-1554 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6898-1554 http://www.w3.org/2000/01/rdf-schema#label MOOR LANE RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d137-1790 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.87\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d137-1790 http://www.w3.org/2000/01/rdf-schema#label SCREW CORNER ARCH\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d137-1790 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d137-1790 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/unknown/private\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c123-705 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c123-705 http://www.w3.org/2000/01/rdf-schema#label RIVER LANE RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c123-705 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 3.27\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c123-705 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c38-661 http://www.w3.org/2000/01/rdf-schema#label EAST CLANDON COMMON RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c38-661 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.19\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c38-661 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c38-661 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d139-1791 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/unknown/private\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d139-1791 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d139-1791 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.11\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d139-1791 http://www.w3.org/2000/01/rdf-schema#label BEECH HILL ROAD\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d3680-567 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d3680-567 http://www.w3.org/2000/01/rdf-schema#label BLACKHORSE ROAD RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d3680-567 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 3.42\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d3680-567 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/b2122-3 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/b2122-3 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/b2122-3 http://www.w3.org/2000/01/rdf-schema#label LEATHERHEAD RD RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/b2122-3 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.42\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a24-10 http://www.w3.org/2000/01/rdf-schema#label EAST STREET EPSOM\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a24-10 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a24-10 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a24-10 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.64\n",
"http://data.surreycc.gov.uk/id/assets/bridge/b3379-1 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 3.96\n",
"http://data.surreycc.gov.uk/id/assets/bridge/b3379-1 http://www.w3.org/2000/01/rdf-schema#label ESHER STATION RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/b3379-1 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/b3379-1 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a324-4 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a324-4 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a324-4 http://www.w3.org/2000/01/rdf-schema#label PIRBRIGHT ARCH\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a324-4 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 3.5\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c16-623 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.34\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c16-623 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c16-623 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c16-623 http://www.w3.org/2000/01/rdf-schema#label WESTWOOD LANE RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c153-587 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c153-587 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 3.27\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c153-587 http://www.w3.org/2000/01/rdf-schema#label MOLESEY ROAD RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c153-587 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d301-895 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d301-895 http://www.w3.org/2000/01/rdf-schema#label HENFOLD LANE RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d301-895 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d301-895 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.26\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a244-3 http://www.w3.org/2000/01/rdf-schema#label HERSHAM ROAD RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a244-3 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 3.81\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a244-3 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a244-3 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a321-12 http://www.w3.org/2000/01/rdf-schema#label STURT LANE RAILWAY BRIDGE\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a321-12 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 3.88\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a321-12 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a321-12 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d408-1038 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d408-1038 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d408-1038 http://www.w3.org/2000/01/rdf-schema#label BOWERLAND LANE\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d408-1038 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 3.96\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c222-963 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 3.2\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c222-963 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c222-963 http://www.w3.org/2000/01/rdf-schema#label HOOLEY LANE RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c222-963 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6815-1561 http://www.w3.org/2000/01/rdf-schema#label CLAYGATE LANE MIDDLE RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6815-1561 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6815-1561 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6815-1561 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.26\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c81-982 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c81-982 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c81-982 http://www.w3.org/2000/01/rdf-schema#label BARROW GREEN ROAD RAILWAY (NORTH)\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c81-982 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.3\n",
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"http://data.surreycc.gov.uk/id/assets/bridge/d1262-2266 http://www.w3.org/2000/01/rdf-schema#label TROWERS WAY RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/b284-3 http://www.w3.org/2000/01/rdf-schema#label HOOK ROAD RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/b284-3 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/b284-3 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.72\n",
"http://data.surreycc.gov.uk/id/assets/bridge/b284-3 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6802-1569 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.26\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6802-1569 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6802-1569 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6802-1569 http://www.w3.org/2000/01/rdf-schema#label ST MARYS ROAD\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6899-1556 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6899-1556 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6899-1556 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 3.35\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6899-1556 http://www.w3.org/2000/01/rdf-schema#label LOWER GREEN ROAD\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d263-668 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.26\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d263-668 http://www.w3.org/2000/01/rdf-schema#label BEGGERS LANE RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d263-668 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d263-668 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6800-1568 http://www.w3.org/2000/01/rdf-schema#label WINDMILL LANE\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6800-1568 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6800-1568 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d6800-1568 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.03\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c10-520 http://www.w3.org/2000/01/rdf-schema#label TRUMPS GREEN ROAD SOUTH\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c10-520 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c10-520 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c10-520 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 3.73\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c81-987 http://www.w3.org/2000/01/rdf-schema#label BLUE HOUSE LANE RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c81-987 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c81-987 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c81-987 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.64\n",
"http://data.surreycc.gov.uk/id/assets/bridge/b2039-1 http://www.w3.org/2000/01/rdf-schema#label HORSLEY STATION\n",
"http://data.surreycc.gov.uk/id/assets/bridge/b2039-1 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/b2039-1 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/b2039-1 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.57\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a22-3 http://www.w3.org/2000/01/rdf-schema#label TILLINGDOWN LANE (Northbound)\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a22-3 http://www.w3.org/2000/01/rdf-schema#label TILLINGDOWN LANE (Southbound)\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a22-3 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.8\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a22-3 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a22-3 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://opendatacommunities.org/id/county-council/surrey\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a22-3 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.95\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a25-26 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a25-26 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a25-26 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.57\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a25-26 http://www.w3.org/2000/01/rdf-schema#label MIDDLETON ROAD RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c67-1007 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 3.65\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c67-1007 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c67-1007 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c67-1007 http://www.w3.org/2000/01/rdf-schema#label COOPERS HILL RAILWAY BRIDGE\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d356-893 http://www.w3.org/2000/01/rdf-schema#label CROSSOAK LANE RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d356-893 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d356-893 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.57\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d356-893 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a318-1 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a318-1 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a318-1 http://www.w3.org/2000/01/rdf-schema#label BYFLEET & NEW HAW STATION\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a318-1 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 2.97\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a242-1 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.5\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a242-1 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a242-1 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a242-1 http://www.w3.org/2000/01/rdf-schema#label CROYDON ROAD RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/b376-2 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/b376-2 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/b376-2 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 3.96\n",
"http://data.surreycc.gov.uk/id/assets/bridge/b376-2 http://www.w3.org/2000/01/rdf-schema#label THAMES STREET RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c121-695 http://www.w3.org/2000/01/rdf-schema#label LOWER WEYBOURNE RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c121-695 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c121-695 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c121-695 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.49\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c65-892 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c65-892 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c65-892 http://www.w3.org/2000/01/rdf-schema#label HONEYCROCK LANE RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c65-892 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.19\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a321-15 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.8\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a321-15 http://www.w3.org/2000/01/rdf-schema#label ASH VALE STATION BRIDGE\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a321-15 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a321-15 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d395-1022 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 3.88\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d395-1022 http://www.w3.org/2000/01/rdf-schema#label TILBURSTOW RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d395-1022 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d395-1022 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a320-10 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a320-10 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a320-10 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.03\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a320-10 http://www.w3.org/2000/01/rdf-schema#label CHERTSEY LANE RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c85-998 http://www.w3.org/2000/01/rdf-schema#label RED LANE RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c85-998 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.26\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c85-998 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/c85-998 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a320-1 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a320-1 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a320-1 http://www.w3.org/2000/01/rdf-schema#label STOKE ROAD RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/a320-1 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.57\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d75-1822 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d75-1822 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d75-1822 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 3.88\n",
"http://data.surreycc.gov.uk/id/assets/bridge/d75-1822 http://www.w3.org/2000/01/rdf-schema#label GOVERNMENT RD RAILWAY\n",
"http://data.surreycc.gov.uk/id/assets/bridge/b2234-3 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://data.surreycc.gov.uk/def/assets/Bridge\n",
"http://data.surreycc.gov.uk/id/assets/bridge/b2234-3 http://data.surreycc.gov.uk/def/assets/bridges/ownedBy http://data.surreycc.gov.uk/organisation/known/network-rail\n",
"http://data.surreycc.gov.uk/id/assets/bridge/b2234-3 http://data.surreycc.gov.uk/def/assets/bridges/maxHeightMetres 4.26\n",
"http://data.surreycc.gov.uk/id/assets/bridge/b2234-3 http://www.w3.org/2000/01/rdf-schema#label MERROW COMMON RAILWAY\n"
]
}
],
"source": [
"for s,p,o in g:\n",
" print \"{} {} {}\".format(s,p,o)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"selection = g.query(\"\"\"\n",
"SELECT ?name ?height ?owner\n",
"WHERE {\n",
" ?s a <http://data.surreycc.gov.uk/def/assets/Bridge> .\n",
" ?s rdfs:label ?name .\n",
" ?s bridges:maxHeightMetres ?height .\n",
" ?s bridges:ownedBy ?owner .\n",
"}\n",
"\"\"\", initNs={ 'bridges': rdflib.term.URIRef(\"http://data.surreycc.gov.uk/def/assets/bridges/\") })"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"bridges = pandas.DataFrame(data=[(str(name),float(height),str(owner))\n",
" for name, height, owner\n",
" in selection],\n",
" columns=['label', 'height', 'owner'])"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['http://data.surreycc.gov.uk/organisation/known/network-rail'\n",
" 'http://data.surreycc.gov.uk/organisation/unknown/private'\n",
" 'http://opendatacommunities.org/id/county-council/surrey']\n",
"owner\n",
"http://data.surreycc.gov.uk/organisation/known/network-rail 111\n",
"http://data.surreycc.gov.uk/organisation/unknown/private 4\n",
"http://opendatacommunities.org/id/county-council/surrey 3\n",
"dtype: int64\n"
]
}
],
"source": [
"print bridges.owner.unique()\n",
"print bridges.groupby('owner').label.nunique()"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"label WESTBROOK ROAD\n",
"height 2.05\n",
"Name: 39, dtype: object\n",
"\n",
"label TILLINGDOWN LANE (Northbound)\n",
"height 4.95\n",
"Name: 75, dtype: object\n"
]
}
],
"source": [
"minBridge = bridges.ix[bridges.height.idxmin()]\n",
"maxBridge = bridges.ix[bridges.height.idxmax()]\n",
"print minBridge[['label', 'height']]\n",
"print\n",
"print maxBridge[['label', 'height']]"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"CROSSOAK LANE RAILWAY, DORKING ARCH, HOOK ROAD RAILWAY, BOWERLAND LANE, MOOR LANE RAILWAY, PARK STREET RAILWAY, LINGFIELD RAILWAY, HONEYCROCK LANE RAILWAY, CHERTSEY LANE RAILWAY, EWELL ROAD, BIRTLEY RAILWAY, MAYBURY ARCH, CAMPHILL RAILWAY, BOXGROVE RAILWAY, LEATHERHEAD RD RAILWAY, TRUMPS GREEN ROAD SOUTH, BEECH HILL ROAD, BOXHILL ROAD RAILWAY, RANDALLS ROAD RAILWAY EAST, BLACKHORSE ROAD RAILWAY, RED LANE RAILWAY, LOWER GREEN ROAD, NUTFIELD ROAD RAILWAY, HENFOLD LANE RAILWAY, EAST BATTLEBRIDGE LANE RAILWAY, PIXHAM LANE RAILWAY ARCH, HILLSIDE ROAD, TILEHURST LANE, CLAYGATE LANE NORTH RAILWAY, BAGSHOT ROAD RAILWAY, READING RAILWAY, PHILANTHROPIC ROAD RAILWAY, STURT LANE RAILWAY BRIDGE, TROWERS WAY RAILWAY, HARE LANE RAILWAY, BOROUGH ROAD RAILWAY, BRADLEY LANE RAILWAY, COOPERS HILL RAILWAY BRIDGE, THAMES DITTON RAILWAY NORTH, WESTBROOK ROAD, GUILDFORD ROAD (VICTORIA ARCH) RAILWAY, TRIGGS LANE RAILWAY, COBHAM ROAD RAILWAY, KINGS ROAD RAILWAY, CLAY LANE, ST MARYS ROAD, ASH VALE STATION BRIDGE, HIGH STREET (STAINES) RAILWAY, CROYDON ROAD RAILWAY, CATERFIELD LANE, BRICKMAKERS ARMS RAILWAY, STATION ROAD RAILWAY, EAST STREET EPSOM, EAST CLANDON COMMON RAILWAY, THAMES STREET RAILWAY, GIGGSHILL GREEN RAILWAY, BOUNDARY RAILWAY, MERLE COMMON RAILWAY, WEST STREET RAILWAY, MERROW COMMON RAILWAY, MYTCHETT LAKE ROAD RAILWAY, HEATH ROAD RAILWAY, BLETCHINGLEY ROAD RAILWAY, WINDMILL LANE, WESTWOOD LANE RAILWAY, WHITMOOR COMMON RAILWAY, PREY HEATH RAILWAY, SHAWFIELD ROAD RAILWAY, THAMES DITTON RAILWAY SOUTH, OCKFORD RAILWAY, TRUMPS GREEN ROAD NORTH, BLACKBRIDGE ROAD RAILWAY, WEST BATTLEBRIDGE LANE RAILWAY, ANGEL ROAD NORTH RAILWAY, CHARTERHOUSE BRIDGE, TILLINGDOWN LANE (Northbound), TILLINGDOWN LANE (Southbound), TILLINGDOWN LANE (Northbound), TILLINGDOWN LANE (Southbound), HORSLEY STATION, EAST EWELL STATION, CLAYGATE LANE SOUTH RAILWAY, WEST HORSLEY STREET RAILWAY, MOLESEY ROAD RAILWAY, STATION ROAD FRIMLEY, PIRBRIGHT ARCH, STOKE ROAD RAILWAY, BOOKHAM ROAD, LOWER WEYBOURNE RAILWAY, OLD FARM PLACE BRIDGE, CLAYGATE LANE MIDDLE RAILWAY, WEYHILL OR FOSTERS, GOVERNMENT RD RAILWAY, WRECCLESHAM RAILWAY, TILBURSTOW RAILWAY, ARCH COTTAGE RAILWAY, CHALK ROAD RAILWAY, HERSHAM ROAD RAILWAY, BYFLEET & NEW HAW STATION, WATERLOO ROAD, RIVER LANE RAILWAY, CHALKPIT LANE RAILWAY, BEGGERS LANE RAILWAY, LINGFIELD COMMON RAILWAY, BARROW GREEN ROAD RAILWAY (NORTH), ALMNERS ROAD RAILWAY, SICKLEMILL RAILWAY, TUNNEL RAILWAY (HINCHLEY WOOD), ESHER STATION RAILWAY, LADBROKE ROAD RAILWAY, MIDDLETON ROAD RAILWAY, OCKLEY STATION, GOVERNMENT ROAD RAILWAY, BOWER HILL LANE, SCREW CORNER ARCH, BLUE HOUSE LANE RAILWAY, HOOLEY LANE RAILWAY, NUTFIELD STATION RAILWAY, BARROW GREEN ROAD RAILWAY (SOUTH), WIGGIE LANE RAILWAY BRIDGE,\n"
]
}
],
"source": [
"for name in bridges.label:\n",
" print name + \",\","
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"'ALMNERS ROAD RAILWAY, ANGEL ROAD NORTH RAILWAY, ARCH COTTAGE RAILWAY, ASH VALE STATION BRIDGE, BAGSHOT ROAD RAILWAY, BARROW GREEN ROAD RAILWAY (NORTH), BARROW GREEN ROAD RAILWAY (SOUTH), BEECH HILL ROAD, BEGGERS LANE RAILWAY, BIRTLEY RAILWAY, BLACKBRIDGE ROAD RAILWAY, BLACKHORSE ROAD RAILWAY, BLETCHINGLEY ROAD RAILWAY, BLUE HOUSE LANE RAILWAY, BOOKHAM ROAD, BOROUGH ROAD RAILWAY, BOUNDARY RAILWAY, BOWER HILL LANE, BOWERLAND LANE, BOXGROVE RAILWAY, BOXHILL ROAD RAILWAY, BRADLEY LANE RAILWAY, BRICKMAKERS ARMS RAILWAY, BYFLEET & NEW HAW STATION, CAMPHILL RAILWAY, CATERFIELD LANE, CHALK ROAD RAILWAY, CHALKPIT LANE RAILWAY, CHARTERHOUSE BRIDGE, CHERTSEY LANE RAILWAY, CLAY LANE, CLAYGATE LANE MIDDLE RAILWAY, CLAYGATE LANE NORTH RAILWAY, CLAYGATE LANE SOUTH RAILWAY, COBHAM ROAD RAILWAY, COOPERS HILL RAILWAY BRIDGE, CROSSOAK LANE RAILWAY, CROYDON ROAD RAILWAY, DORKING ARCH, EAST BATTLEBRIDGE LANE RAILWAY, EAST CLANDON COMMON RAILWAY, EAST EWELL STATION, EAST STREET EPSOM, ESHER STATION RAILWAY, EWELL ROAD, GIGGSHILL GREEN RAILWAY, GOVERNMENT RD RAILWAY, GOVERNMENT ROAD RAILWAY, GUILDFORD ROAD (VICTORIA ARCH) RAILWAY, HARE LANE RAILWAY, HEATH ROAD RAILWAY, HENFOLD LANE RAILWAY, HERSHAM ROAD RAILWAY, HIGH STREET (STAINES) RAILWAY, HILLSIDE ROAD, HONEYCROCK LANE RAILWAY, HOOK ROAD RAILWAY, HOOLEY LANE RAILWAY, HORSLEY STATION, KINGS ROAD RAILWAY, LADBROKE ROAD RAILWAY, LEATHERHEAD RD RAILWAY, LINGFIELD COMMON RAILWAY, LINGFIELD RAILWAY, LOWER GREEN ROAD, LOWER WEYBOURNE RAILWAY, MAYBURY ARCH, MERLE COMMON RAILWAY, MERROW COMMON RAILWAY, MIDDLETON ROAD RAILWAY, MOLESEY ROAD RAILWAY, MOOR LANE RAILWAY, MYTCHETT LAKE ROAD RAILWAY, NUTFIELD ROAD RAILWAY, NUTFIELD STATION RAILWAY, OCKFORD RAILWAY, OCKLEY STATION, OLD FARM PLACE BRIDGE, PARK STREET RAILWAY, PHILANTHROPIC ROAD RAILWAY, PIRBRIGHT ARCH, PIXHAM LANE RAILWAY ARCH, PREY HEATH RAILWAY, RANDALLS ROAD RAILWAY EAST, READING RAILWAY, RED LANE RAILWAY, RIVER LANE RAILWAY, SCREW CORNER ARCH, SHAWFIELD ROAD RAILWAY, SICKLEMILL RAILWAY, ST MARYS ROAD, STATION ROAD FRIMLEY, STATION ROAD RAILWAY, STOKE ROAD RAILWAY, STURT LANE RAILWAY BRIDGE, THAMES DITTON RAILWAY NORTH, THAMES DITTON RAILWAY SOUTH, THAMES STREET RAILWAY, TILBURSTOW RAILWAY, TILEHURST LANE, TILLINGDOWN LANE (Northbound), TILLINGDOWN LANE (Northbound), TILLINGDOWN LANE (Southbound), TILLINGDOWN LANE (Southbound), TRIGGS LANE RAILWAY, TROWERS WAY RAILWAY, TRUMPS GREEN ROAD NORTH, TRUMPS GREEN ROAD SOUTH, TUNNEL RAILWAY (HINCHLEY WOOD), WATERLOO ROAD, WEST BATTLEBRIDGE LANE RAILWAY, WEST HORSLEY STREET RAILWAY, WEST STREET RAILWAY, WESTBROOK ROAD, WESTWOOD LANE RAILWAY, WEYHILL OR FOSTERS, WHITMOOR COMMON RAILWAY, WIGGIE LANE RAILWAY BRIDGE, WINDMILL LANE, WRECCLESHAM RAILWAY'"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"', '.join(bridges.sort('label').label)"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"39 2.05\n",
"43 2.05\n",
"112 2.60\n",
"73 2.74\n",
"98 2.97\n",
"12 2.97\n",
"4 3.04\n",
"116 3.20\n",
"100 3.27\n",
"17 3.27\n",
"83 3.27\n",
"62 3.35\n",
"21 3.35\n",
"117 3.35\n",
"44 3.35\n",
"...\n",
"86 4.57\n",
"115 4.64\n",
"10 4.64\n",
"52 4.64\n",
"103 4.64\n",
"99 4.72\n",
"2 4.72\n",
"46 4.80\n",
"30 4.80\n",
"78 4.80\n",
"77 4.80\n",
"95 4.80\n",
"114 4.87\n",
"75 4.95\n",
"76 4.95\n",
"Name: height, Length: 120, dtype: float64"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"bridges.sort('height').height"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.0"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
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