From c78a0a45c079d3f10c173c31df14f0685a7ccd9a Mon Sep 17 00:00:00 2001 From: Zhi Date: Wed, 3 Jan 2024 17:14:52 +0800 Subject: [PATCH] :hammer: 1.0.4 - Sort Items, Open New Tab - removed data science files as well - sorted the items to be selected - open directions in new tab --- client/components/home/UserInput/Items.tsx | 15 +- client/components/map/FacilityCard.tsx | 6 +- data_science/algo/README.txt | 3 - data_science/algo/cleaning.ipynb | 1356 --- data_science/algo/mapping.ipynb | 4492 ------- data_science/dashboard/README.md | 7 - .../__pycache__/prepare.cpython-38.pyc | Bin 2593 -> 0 bytes data_science/dashboard/bin_locations.xlsx | Bin 15435344 -> 0 bytes data_science/dashboard/dashboard.py | 0 .../data/collection_method_table.csv | 3 - data_science/dashboard/data/item_table.csv | 155 - .../dashboard/data/location_table.csv | 2806 ----- .../python_bounds_collection_method_table.csv | 7 - .../data/model/python_bounds_item_table.csv | 7 - .../model/python_bounds_location_table.csv | 7 - .../python_bounds_organisation_table.csv | 7 - ...ned_cumulative_collection_method_table.csv | 81 - .../python_combined_cumulative_item_table.csv | 81 - ...hon_combined_cumulative_location_table.csv | 81 - ...combined_cumulative_organisation_table.csv | 81 - ...d_cumulative_s_collection_method_table.csv | 81 - ...ython_combined_cumulative_s_item_table.csv | 81 - ...n_combined_cumulative_s_location_table.csv | 81 - ...mbined_cumulative_s_organisation_table.csv | 81 - ...combined_daily_collection_method_table.csv | 81 - .../python_combined_daily_item_table.csv | 81 - .../python_combined_daily_location_table.csv | 81 - ...thon_combined_daily_organisation_table.csv | 81 - ...mbined_daily_s_collection_method_table.csv | 81 - .../python_combined_daily_s_item_table.csv | 81 - ...python_combined_daily_s_location_table.csv | 81 - ...on_combined_daily_s_organisation_table.csv | 81 - .../python_p0_collection_method_table.csv | 6 - .../data/model/python_p0_item_table.csv | 6 - .../data/model/python_p0_location_table.csv | 6 - .../model/python_p0_organisation_table.csv | 6 - .../python_params_collection_method_table.csv | 6 - .../data/model/python_params_item_table.csv | 6 - .../model/python_params_location_table.csv | 6 - .../python_params_organisation_table.csv | 6 - ...red_cumulative_collection_method_table.csv | 57 - .../python_pred_cumulative_item_table.csv | 57 - .../python_pred_cumulative_location_table.csv | 57 - ...hon_pred_cumulative_organisation_table.csv | 57 - ...hon_pred_daily_collection_method_table.csv | 57 - .../model/python_pred_daily_item_table.csv | 57 - .../python_pred_daily_location_table.csv | 57 - .../python_pred_daily_organisation_table.csv | 57 - ...ython_smoothed_collection_method_table.csv | 25 - .../data/model/python_smoothed_item_table.csv | 25 - .../model/python_smoothed_location_table.csv | 25 - .../python_smoothed_organisation_table.csv | 25 - .../dashboard/data/organisation_table.csv | 12 - data_science/dashboard/data/original.csv | 10001 ---------------- data_science/dashboard/models.py | 278 - data_science/dashboard/prepare.py | 96 - .../random_generated_website_usage_data.csv | 10001 ---------------- data_science/dashboard/test_code.py | 4 - data_science/data.csv | 81 - data_science/map/README.txt | 24 - data_science/map/db.sqlite3 | Bin 131072 -> 0 bytes data_science/map/display/__init__.py | 0 .../__pycache__/__init__.cpython-38.pyc | Bin 184 -> 0 bytes .../display/__pycache__/admin.cpython-38.pyc | Bin 225 -> 0 bytes .../display/__pycache__/apps.cpython-38.pyc | Bin 463 -> 0 bytes .../__pycache__/google_api.cpython-38.pyc | Bin 4646 -> 0 bytes .../display/__pycache__/models.cpython-38.pyc | Bin 222 -> 0 bytes .../display/__pycache__/urls.cpython-38.pyc | Bin 339 -> 0 bytes .../display/__pycache__/views.cpython-38.pyc | Bin 1172 -> 0 bytes data_science/map/display/admin.py | 3 - data_science/map/display/apps.py | 6 - data_science/map/display/google_api.py | 156 - .../map/display/migrations/__init__.py | 0 .../__pycache__/__init__.cpython-38.pyc | Bin 195 -> 0 bytes data_science/map/display/models.py | 3 - .../map/display/static/display/map.css | 13 - .../map/display/static/display/map.js | 51 - .../map/display/templates/display/index.html | 32 - data_science/map/display/tests.py | 3 - data_science/map/display/urls.py | 5 - data_science/map/display/views.py | 51 - data_science/map/manage.py | 22 - data_science/map/map/__init__.py | 0 .../map/__pycache__/__init__.cpython-38.pyc | Bin 180 -> 0 bytes .../map/__pycache__/settings.cpython-38.pyc | Bin 2387 -> 0 bytes .../map/map/__pycache__/urls.cpython-38.pyc | Bin 1071 -> 0 bytes .../map/map/__pycache__/wsgi.cpython-38.pyc | Bin 575 -> 0 bytes data_science/map/map/asgi.py | 16 - data_science/map/map/settings.py | 126 - data_science/map/map/urls.py | 24 - data_science/map/map/wsgi.py | 16 - data_science/new_file.py | 1 - img/recyclegowhere2.png | Bin 7678 -> 0 bytes 93 files changed, 18 insertions(+), 31778 deletions(-) delete mode 100644 data_science/algo/README.txt delete mode 100644 data_science/algo/cleaning.ipynb delete mode 100644 data_science/algo/mapping.ipynb delete mode 100644 data_science/dashboard/README.md delete mode 100644 data_science/dashboard/__pycache__/prepare.cpython-38.pyc delete mode 100644 data_science/dashboard/bin_locations.xlsx delete mode 100644 data_science/dashboard/dashboard.py delete mode 100644 data_science/dashboard/data/collection_method_table.csv delete mode 100644 data_science/dashboard/data/item_table.csv delete mode 100644 data_science/dashboard/data/location_table.csv delete mode 100644 data_science/dashboard/data/model/python_bounds_collection_method_table.csv delete mode 100644 data_science/dashboard/data/model/python_bounds_item_table.csv delete mode 100644 data_science/dashboard/data/model/python_bounds_location_table.csv delete mode 100644 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100644 data_science/new_file.py delete mode 100644 img/recyclegowhere2.png diff --git a/client/components/home/UserInput/Items.tsx b/client/components/home/UserInput/Items.tsx index 693dcd1..247fd37 100644 --- a/client/components/home/UserInput/Items.tsx +++ b/client/components/home/UserInput/Items.tsx @@ -25,7 +25,20 @@ const emptyItem: TEmptyItem = { export const Items = () => { const { items, setUserSelection } = useUserInputs(); - const { items: itemList, categories } = useSheetyData(); + const { items: iList, categories } = useSheetyData(); + const itemList = iList.sort((a, b) => { + // Convert to uppercase for case-insensitive comparison + const nameA = a.name.toUpperCase(); + const nameB = b.name.toUpperCase(); + + if (nameA < nameB) { + return -1; + } + if (nameA > nameB) { + return 1; + } + return 0; + }); const getValidMethods = useCallback( (itemName: string) => { diff --git a/client/components/map/FacilityCard.tsx b/client/components/map/FacilityCard.tsx index 5f7a1f8..eb83d59 100644 --- a/client/components/map/FacilityCard.tsx +++ b/client/components/map/FacilityCard.tsx @@ -103,8 +103,10 @@ export const FacilityCard = ({ {/* Address:{" "} */} {facCardDetails.address} - - + diff --git a/data_science/algo/README.txt b/data_science/algo/README.txt deleted file mode 100644 index 295b57b..0000000 --- a/data_science/algo/README.txt +++ /dev/null @@ -1,3 +0,0 @@ -ps the code is not organized yet. still like scratchpad work -cleaning.ipynb: still cleaning the data -mapping.ipynb: will be doing the final algo here, but after cleaning the data \ No newline at end of file diff --git a/data_science/algo/cleaning.ipynb b/data_science/algo/cleaning.ipynb deleted file mode 100644 index 123e12f..0000000 --- a/data_science/algo/cleaning.ipynb +++ /dev/null @@ -1,1356 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "a0d59d4d", - "metadata": {}, - "outputs": [], - "source": [ - "import json\n", - "import pandas as pd\n", - "import matplotlib.pyplot as plt\n", - "import itertools\n", - "import numpy as np" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "d8b219de", - "metadata": {}, - "outputs": [], - "source": [ - "with open('data.json', 'r', encoding = 'utf-8') as f:\n", - " data = json.load(f)\n", - " f.close()" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "4c994cac", - "metadata": {}, - "outputs": [], - "source": [ - "nodes = pd.DataFrame(data['nodes']).set_index('id')\n", - "ways = pd.DataFrame(data['ways']).set_index('id')\n", - "relations = pd.DataFrame(data['relations']).set_index('id')" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "3a46f0ef", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[{'ref': '803437153', 'role': 'house', 'type': 'way'},\n", - " {'ref': '455116744', 'role': 'house', 'type': 'way'},\n", - " {'ref': '455116661', 'role': 'house', 'type': 'way'},\n", - " {'ref': '455116714', 'role': 'house', 'type': 'way'},\n", - " {'ref': '455116458', 'role': 'house', 'type': 'way'},\n", - " {'ref': '41566022', 'role': 'street', 'type': 'way'},\n", - " {'ref': '41566023', 'role': 'street', 'type': 'way'},\n", - " {'ref': '465523912', 'role': 'street', 'type': 'way'}]" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "#obtain public transport routes\n", - "#relations are lists of ref, role and type (way/node)\n", - "relations.members.iloc[1]" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "7902ace2", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'name': 'Foo Kim Lin Road', 'type': 'associatedStreet'}" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "relations.tags.iloc[1]" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "b91edf5e", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'highway': 'residential',\n", - " 'lanes': '1',\n", - " 'maxspeed': '40',\n", - " 'name': 'Foo Kim Lin Road',\n", - " 'oneway': 'yes',\n", - " 'surface': 'asphalt',\n", - " 'turn:lanes': 'left'}" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "ways.tags.loc['465523912']" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "3430e6f9", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "['509905060', '8276671030', '509905062']" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "ways.nodeRefs.loc['465523912']" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "10e2a893", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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refroletypememberOf
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" - ], - "text/plain": [ - " ref role type memberOf\n", - "0 547132201 route way 272117\n", - "1 547132201 route way 272117\n", - "2 160608026 route way 272117\n", - "3 160608025 route way 272117\n", - "4 41425649 route way 272117" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "idx = relations.members.explode().index\n", - "relation_members = pd.DataFrame(relations.members.explode().tolist())\n", - "relation_members['memberOf'] = idx\n", - "relation_members.head()" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "404889da", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array(['route', '', 'house', 'street', 'backward', 'forward', 'pitlane',\n", - " 'stop', 'stop_inactive', 'admin_centre', 'label', 'outer',\n", - " 'platform_entry_only', 'platform_exit_only', 'stop_exit_only',\n", - " 'stop_entry_only', 'terminal', 'inner', 'via', 'from', 'to',\n", - " 'inactive', 'subarea', 'platform', 'address', 'backward:stop',\n", - " 'forward:stop', 'ß', 'Wine Bar', 'Rail Corridor', 'part',\n", - " 'outline', 'tomb', 'entrance', 'station', 'device', 'From',\n", - " 'subway entrance', 'perimeter', 'buildings', 'force', 'via ',\n", - " 'from ', 'contains', 'lta', 'member_state', 'across', 'owner'],\n", - " dtype=object)" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "relation_members = relation_members.drop_duplicates().reset_index(drop=True)\n", - "unique_roles = relation_members.role.unique()\n", - "unique_roles" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "1082b7a6", - "metadata": {}, - "outputs": [], - "source": [ - "COLOR_LABEL = unique_roles\n", - "cmap = plt.cm.prism\n", - "# extract all colors from the .jet map\n", - "cmaplist = [cmap(i) for i in range(cmap.N)]\n", - "# create the new map\n", - "N = len(unique_roles)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "dbb7a0c9", - "metadata": {}, - "outputs": [], - "source": [ - "colors = [cmaplist[int(i*len(cmaplist)/N)] for i in range(N)]" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "d61803c2", - "metadata": {}, - "outputs": [], - "source": [ - "color_dict = dict(zip(unique_roles, colors))\n" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "f193d348", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{''} {'stop'}\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "def visualise_relations(r_member):\n", - " \n", - " ls2 = {'way': [], 'landmark': []}\n", - " for i, member in enumerate(r_member):\n", - " if member['type'] == 'way':\n", - " ls = []\n", - " wayref = ways.loc[member['ref']]\n", - " for j, node in enumerate(wayref['nodeRefs']):\n", - " n = nodes.loc[node]\n", - " ls.append((n['lon'], n['lat']))\n", - " ls2['way'].append([np.array(ls), member['role']])\n", - " elif member['type'] == 'node':\n", - " noderef = nodes.loc[member['ref']]\n", - " ls2['landmark'].append([(noderef['lon'], noderef['lat']), member['role']])\n", - " \n", - " return ls2\n", - "\n", - "def create_plot(ls2, fig = None, ax = None):\n", - " ways, nodes = ls2.values()\n", - " label_ways = list(map(lambda x: x[1], ways))\n", - " label_nodes = list(map(lambda x: x[1], nodes))\n", - " print(set(label_ways), set(label_nodes))\n", - " ways = list(map(lambda x: x[0], ways))\n", - " nodes = list(map(lambda x: x[0], nodes))\n", - " \n", - " ways, nodes = np.array(ways), np.array(nodes)\n", - " if ax is None or fig is None:\n", - " fig, ax = plt.subplots()\n", - " for item, label in zip(ways, label_ways):\n", - " ax.plot(item[:,0], item[:, 1], markersize=5, marker = ',', color = color_dict[label])\n", - " for coord, label in zip(nodes, label_nodes):\n", - " ax.plot(coord[0], coord[1], markersize=5, marker = 'o', color = color_dict[label])\n", - " \n", - " return fig, ax\n", - " \n", - "test = visualise_relations(relations.members.iloc[16])\n", - "fig, ax = create_plot(test)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "c2cb52a7", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{''} {'stop'}\n" - ] - }, - { - "data": { - "text/plain": [ - "(
, )" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "loop = visualise_relations(relations.members.iloc[161])\n", - "create_plot(loop)" - ] - }, - { - "cell_type": "code", - "execution_count": 303, - "id": "c2cdb500", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'house', 'street'} set()\n", - "{'house', 'street'} set()\n", - "{'house', 'street'} set()\n", - "{'house', 'street'} set()\n", - "{'house', 'street'} set()\n", - "{'street'} set()\n", - "{'house', 'street'} set()\n", - "{'house', 'street'} set()\n", - "{'', 'pitlane', 'backward', 'forward'} set()\n", - "{''} {'stop'}\n", - "{''} {'stop', 'stop_inactive'}\n", - "{'outer'} {'label', 'admin_centre'}\n", - "{''} {'stop'}\n", - "{''} {'stop'}\n", - "{''} {'stop'}\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots()\n", - "for i in range(1,16):\n", - " a = visualise_relations(relations.members.iloc[i])\n", - " fig, ax = create_plot(a, fig, ax)\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 304, - "id": "ae3c4cc2", - "metadata": {}, - "outputs": [], - "source": [ - "relation_members.role[relation_members.role == 'from '] = 'from'" - ] - }, - { - "cell_type": "code", - "execution_count": 305, - "id": "bc778155", - "metadata": {}, - "outputs": [], - "source": [ - "relation_members.role[relation_members.role == 'via '] = 'via'" - ] - }, - { - "cell_type": "code", - "execution_count": 306, - "id": "679b24ca", - "metadata": {}, - "outputs": [], - "source": [ - "relation_members.role[relation_members.role == 'From'] = 'from'" - ] - }, - { - "cell_type": "code", - "execution_count": 307, - "id": "0b8e0911", - "metadata": {}, - "outputs": [], - "source": [ - "relation_members = relation_members[~relation_members.role.isin(['owner','member_state','inactive','stop_inactive','subarea'])]" - ] - }, - { - "cell_type": "code", - "execution_count": 256, - "id": "79a8f871", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\ngzhe\\anaconda2020\\lib\\site-packages\\pandas\\core\\series.py:992: SettingWithCopyWarning: \n", - "A value is trying to be set on a copy of a slice from a DataFrame\n", - "\n", - "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", - " self._where(~key, value, inplace=True)\n" - ] - } - ], - "source": [ - "relation_members.role[relation_members.role == 'perimeter'] = 'outer'\n", - "relation_members.role[relation_members.role == 'subway entrance'] = 'outline'\n", - "#relation_members.role[relation_members.role == 'entrance'] = 'outline'\n", - "relation_members.role[relation_members.role == 'buildings'] = 'outline'" - ] - }, - { - "cell_type": "code", - "execution_count": 280, - "id": "48656557", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\ngzhe\\anaconda2020\\lib\\site-packages\\pandas\\core\\series.py:992: SettingWithCopyWarning: \n", - "A value is trying to be set on a copy of a slice from a DataFrame\n", - "\n", - "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", - " self._where(~key, value, inplace=True)\n" - ] - } - ], - "source": [ - "relation_members.role[relation_members.role == 'address'] = 'street'" - ] - }, - { - "cell_type": "code", - "execution_count": 281, - "id": "374597b3", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array(['route', '', 'house', 'street', 'backward', 'forward', 'pitlane',\n", - " 'stop', 'admin_centre', 'label', 'outer', 'platform_entry_only',\n", - " 'platform_exit_only', 'stop_exit_only', 'stop_entry_only',\n", - " 'terminal', 'inner', 'via', 'from', 'to', 'platform',\n", - " 'backward:stop', 'forward:stop', 'ß', 'Wine Bar', 'Rail Corridor',\n", - " 'part', 'outline', 'tomb', 'station', 'device', 'force',\n", - " 'contains', 'lta', 'across'], dtype=object)" - ] - }, - "execution_count": 281, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "relation_members.role.unique()" - ] - }, - { - "cell_type": "code", - "execution_count": 104, - "id": "ecd81775", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array(['route', '', 'house', 'street', 'backward', 'forward', 'pitlane',\n", - " 'stop', 'stop_inactive', 'admin_centre', 'label', 'outer',\n", - " 'platform_entry_only', 'platform_exit_only', 'stop_exit_only',\n", - " 'stop_entry_only', 'terminal', 'inner', 'via', 'from', 'to',\n", - " 'inactive', 'subarea', 'platform', 'address', 'backward:stop',\n", - " 'forward:stop', 'ß', 'Wine Bar', 'Rail Corridor', 'part',\n", - " 'outline', 'tomb', 'entrance', 'station', 'device', 'From',\n", - " 'subway entrance', 'perimeter', 'buildings', 'force', 'via ',\n", - " 'from ', 'contains', 'lta', 'member_state', 'across', 'owner'],\n", - " dtype=object)" - ] - }, - "execution_count": 104, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "unique_roles" - ] - }, - { - "cell_type": "code", - "execution_count": 333, - "id": "031350c7", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - " 202421\n", - "via 109341\n", - "to 109109\n", - "from 109100\n", - "stop 25942\n", - "house 10219\n", - "outer 4557\n", - "street 3093\n", - "inner 2266\n", - "forward 1396\n", - "backward 1208\n", - "part 888\n", - "device 406\n", - "outline 181\n", - "platform 86\n", - "route 41\n", - "forward:stop 39\n", - "platform_entry_only 21\n", - "platform_exit_only 21\n", - "backward:stop 15\n", - "across 5\n", - "station 4\n", - "entrance 4\n", - "pitlane 3\n", - "ß 3\n", - "tomb 3\n", - "lta 3\n", - "Rail Corridor 2\n", - "label 2\n", - "stop_entry_only 2\n", - "contains 2\n", - "address 2\n", - "subway entrance 1\n", - "buildings 1\n", - "perimeter 1\n", - "terminal 1\n", - "admin_centre 1\n", - "Wine Bar 1\n", - "stop_exit_only 1\n", - "force 1\n", - "Name: role, dtype: int64" - ] - }, - "execution_count": 333, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "#filter out not needed roles\n", - "#owner\n", - "#member_state\n", - "#From and from change to from\n", - "#via change to via\n", - "#ß (bus) change to ?\n", - "#take out inactive and stop_inactive as it does not exist yet\n", - "#perimeter and buildings are together and under outline\n", - "#subway entrance not in main\n", - "#remove subarea\n", - "#pitlane is the F1 one, under 421263. consist of forward and backward\n", - "\n", - "\"\"\"\n", - "(Main Relations)\n", - "Buildings:\n", - "- street contains some buildings and roads\n", - "\n", - "Transport:\n", - "1) Road\n", - " a) Car\n", - " b) Bus\n", - " - via\n", - " - terminal\n", - "2) MRT/LRT\n", - " - stop\n", - " \n", - " - \n", - "3) Walk\n", - "\"\"\"\n", - "\n", - "relation_members.role.value_counts()" - ] - }, - { - "cell_type": "code", - "execution_count": 420, - "id": "9f1ac485", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
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" - ], - "text/plain": [ - " ref role type memberOf\n", - "65830 5413582007 terminal node 1156117" - ] - }, - "execution_count": 420, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "#forward:stop has 4 routes\n", - "relation_members[relation_members.role == 'terminal'].tail(50)" - ] - }, - { - "cell_type": "code", - "execution_count": 510, - "id": "a94af4cf", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'', 'perimeter'} set()\n" - ] - }, - { - "data": { - "image/png": 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mXnNmEhFPp+eXgK8Ai7scxy0RsSgiFs2fP39CbWm/YXdPmVlGah53CgYQNCSd1uoqknQOMAt4obRIp9zE24HHImLLuO1NA34J+GqpbEYrEEmaCbwbaHs111A5aJhZThq4d6xnIlzSauBCYJ6kLcCNwEyAiLgZuApYIWkPsAtYGhGR1p0DXAJc22bTnfIcPwtsiYgnS2WzgXUpYEwH7gW+WKWBA+WchpnlJFr3jmUUNCJieY/6VcCqDnU7gWM61L2/Q/m3gPPGlb0MnNvrWIfPOQ0zy0n9Zxq+I7yqCHdPmVleGuiectCozLP2mVlmDsZE+CEjPJeGmWVm7HPJZxr58Qi3Zpad1myi9Y2HV2XsKQP2/3IcNMxqtfde2HkJzF5FcfHkdGBamqlu2oFlB9SNK2stp/Fl3epKr9VhX0wfdyzjlhvm4BU1z9oHDhrVNdB3aGbArl8tnnf/TrPHMWGi/+BWMfCNPklxV3h9HDSqaqDv0MyAeBFmfhAO+6/APmAUYt/+1wc870vjMY0ra72uVNdmu9FhX2PH0mHdbsf5mnUnsN1pPwkzrhvUT7oSB42qnNMwq1/sA3aAjgHN3V9e/3ClljgRXplzGmb1SzMvuFs4Gw4aVflMw6x+/r/LjoNGVbEdOAw0q+kjMTt0OJeYHQeNqjyEiFn9fKaRHQeNqhw0zBrQyiU6p5ELB43KRvAfrlnNfKaRHQeNqmK7/3DN6uacRnYcNKpy95RZ/XymkR3f3FdVE0FjzwgQMG12KlBpHBsxdoeT1Oa92RQQIxR/169r+kgscdCorIGcxtcHsb92wSWVt30/bp125V0DV5Vt9Viu13FW3WeVbffzs3nx/8Llow7KtdoOvD6NtWQ5cNCoIqLZnMZPfgqI9EjHU35PpDK6LxcV1hkrr7rtDutUXa7Ktid6DF3b1+e2X05T1o++CtNbZ342dO4Wzo6DRiW7gH31//Ee+07Y869wxofq3a+91qbfh8duhGn+l6mVg0Z2ep7zSbpV0nOSHulQv0TSRkkbJK2XdH4qPzOVtR4jkq5PdXeUyn8saUMqP1nSrlLdzaX9nCvpYUlPSPqcVGMfQVPJuNG9IH9IZSH2pRfuJqlVjHjcqcxU+US6Dfg8cHuH+vuAuyMiJJ0N3AksiIhNwEIASdOBp4G1ABGxtLWypM9SdFy2bI6IhW328wVgJfAA8HXgUuAbFY5/8pqa6jUcNLLRCuDOZ9QrtoOObvoorKTn16aIuB94sUv9joixTuG57O8ILruYIhg8VS5MZwvvBVZ3OwZJxwFHRMR30r5uB67odeyD09AItw4a+fDvoiHunsrNQM61JV0p6THgHuCaNosso31guADYGhGPl8reJOkhSX8j6YJUdjywpbTMllRWj6a6p2Kv+9Bz4aDRDOc0sjOQoBERayNiAcW3/5vKdZJmAZcDa9qsupwDg8mzwEkR8dPAbwBfkXQE7adcaXdG09rnypRfWb9t27a+2tKWcxrmAN4M5zSyM9CsXurKOlXSvFLxZcCDEbG1vKykGcB7gDtK6++OiBfS6+8Dm4EzKM4sTiitfgLwTJfjuCUiFkXEovnz50+yVTSc06hvwnjrwgG8fmOz9vlMIyeTDhqSTmtdySTpHGAW8EJpkfFnEy1vBx6LiLFuJ0nzU9IcSacApwNPRsSzwEuSzkv7WgF8bbLHXlk4p3HIcwBvwEvp2UEjJz0/kSStBi4E5knaAtwIzASIiJuBq4AVkvZQ3NCwtJUYlzQHuAS4ts2m2+U5fhb4fUl7KWZQ/0BEtJLw11FcyXU4xVVT9Vw5BYwlwvX6+nYJxTctB408OIDXb6xb2N1TOen5XxARy3vUrwJWdajbCRzToe79bcruAu7qsPx64C09Dnc4YoRGZu1zP3o+HMDr58EKs+Q7laqI7c182/G323w4gNfPw6JnyUGjiqYu+3PyNR8O4PVrKpdoXTloVDJCI3+4/qDKhwN4A5zTyJGDRhVNXSvuoJEP/y7q55xGlhw0qmhqWHT3o+fDQaN+zmlkyUGjikZzGr43IAu+T6N+Y7P2zW36SKzEQaOKcE7jkDfqs776pf87z9qXFf82eomgGGmziZyG7w3Ih38XtWtytkzryEGjp500Mmsf+EwjJ756qn4e4TZLDhq9NDYs+igQ7hLJhQN4/Rw0suSg0UuTc2mAP6hy4SvZ6hcjgO/RyI2DRk+tu1Jr/uMdddDIis80GuCcRo4cNHpp6lpxn2nkxTmN+rl7KksOGr003j3lewOy4Ps06uegkSUHjV4aDxr+dpsFd0/VK/YBL3vcqQw5aPTS1EQwsa94dvI1D75npmYe4TZXDho9pZwGdc/a5zONrPjqqXp5sMJsOWj0EiPA4aCZ9e7XV0/lxYnwenmq12w5aPTSVDLOZxp5cU6jXj7TyJaDRi9NzqUB7hLJhYNGvVqXujunkZ2eQUPSrZKek/RIh/olkjZK2iBpvaTzU/mZqaz1GJF0faq7o1T+Y0kbUvklkr4v6eH0fFFpP9+StKm03rGD+AH0tp3GRrgFf1DlwjmNmvlMI1dV/gtuAz4P3N6h/j7g7ogISWcDdwILImITsBBA0nTgaWAtQEQsba0s6bPszzY/D/xCRDwj6S3AOuD40r6ujoj11Zo2IE3OpQEOGrnwmUa9nNPIVs//goi4X9LJXep3lN7OBaLNYhcDmyPiqXKhJAHvBS5K23qoVP0ocJik2RGxu9dxDk2MwLRTG9ivb+7LiifEqpdzGtkaSE5D0pWSHgPuAa5ps8gyYHWb8guArRHxeJu6q4CHxgWML6euqY+mgDN8Tec0/O02D75Po16xHc/al6eBBI2IWBsRC4ArgJvKdZJmAZcDa9qsupw2wUTSWcAq4NpS8dUR8VaKQHMB8CudjkfSypRfWb9t27Y+WzNOY/ODp5v7/EHVvBgFRv27qFVr1r56vhtadQO9eioi7gdOlTSvVHwZ8GBEbC0vK2kG8B7gjnHlJ1DkPlZExObStp9Ozy8BXwEWdzmOWyJiUUQsmj9//mQaxNgfb9189VQ+HMDr19QZvvU06aAh6bRWV5Gkc4BZwAulRdqeTQBvBx6LiC2lbR1F0cX14Yj4dql8RisQSZoJvBtoezXXYO2k+IbpRPghzQG8fp7qNVs9/wskrQYuBOZJ2gLcCMwEiIibKXIPKyTtAXYBSyMi0rpzgEs4sJuppV2e44PAacBHJX00lb0DeBlYlwLGdOBe4IvVmzlBTV7B4ZxGPhzA6+cRbrNV5eqp5T3qV1HkH9rV7QSO6VD3/jZlnwA+0WFX53Y90GFoai4NcNDIiX8X9YsRUNuPDmuY7wjvqsGRNt0lkg8HjQY4p5ErB41usuie8r0BjfPvon7OaWTLQaObJm8wcj96Pjy3Sf2c08iWg0Y3jeY0fJlnNtw9Va/YC+x00MiUg0Y3TZ5p+IMqHz7rq9lL6dk5jRw5aHTlRLjhAF63Js/wrScHjW5iBJjTzIeFP6jy4QBeLw9WmDUHjW6avILDXSL5cACvl4dFz5qDRjdNXsHhD6p8OIDXy2caWXPQ6GqExpJxvjcgH/5d1MxTvebMQaMbn2kY+PLnuvlMI2sOGt00mdPwDWX5cACvl3MaWXPQ6MZnGga+eqpuMULx0TSn6SOxNhw0umlyIpjRvYBA/hU1zgG8ZtvxrH358idSJ03O2gfFB5U/pPLgq6fq5XGnsuag0dHLNDZrHxRBw90hefCZRr081WvW/F/QSdNXcMRe2LcL/uWedBwCWqfreu37sbLS+wPW6/W+y3Ymst1BbafJ42u9H91dPDuI18PDomfN/wWdNH0Fx4zXF8/ffXcz+7fX0qymj+DQECMwbX7TR2EdOGh01OBghQBnfAR+4heA0ZRfAYj0SK+j3fvScu3WG1tnkuuN3/dE1+vVhomuN+if2aw3wOvOwOowApza9EFYBw4anTQ90ua0WXD0omb2bdYk5zSy1jMRLulWSc9JeqRD/RJJGyVtkLRe0vmp/MxU1nqMSLo+1d1RKv+xpA2l7X1Y0hOSNkl6Z6n8XEkPp7rPSUO+Hq/pnIbZoco5jaxVOdO4Dfg8cHuH+vuAuyMiJJ0N3AksiIhNwEIASdOBp4G1ABGxtLWypM+SBpuR9GZgGXAW8EbgXklnRMQ+4AvASuAB4OvApcA3+mhrf5rOaZgdimIPsMtBI2M9zzQi4n7gxS71OyLGOoLnsr/DuOxiYHNEPFUuTGcL7wVWp6IlwFcjYndE/CPwBLBY0nHAERHxnbSv24Ereh37pPhMw6wBrVn7/H+Xq4HcpyHpSkmPAfcA17RZZBn7A0PZBcDWiHg8vT8e+OdS/ZZUdnx6Pb58iFojbb5+uLsxs/18hp+9gQSNiFgbEQsovv3fVK6TNAu4HFjTZtXlHBhM2uUpokt5W5JWpvzK+m3btvU4+g6anLXP7FDV9AUo1tNA7whPXVmnSppXKr4MeDAitpaXlTQDeA9wR6l4C3Bi6f0JwDOp/IQ25Z2O45aIWBQRi+bPn+D13r6Cw6x+7hbO3qSDhqTTWlcySToHmAW8UFpk/NlEy9uBxyKi3O10N7BM0mxJbwJOB74XEc8CL0k6L+1rBfC1yR57Vx7/xqx+7p7KXs++F0mrgQuBeZK2ADcCMwEi4mbgKmCFpHTZA0tbiXFJc4BLgGvbbPo1eY6IeFTSncAPgb3Ar6crpwCuo7iS63CKq6aGd+UUpNNkBw2zejV8U631pP0XPk1NixYtivXr1/e/4o4zgcNhzn0U03xOA6anx7T9zx6+2WxwXr0ZXrkOXvcMTDuu6aM5pEn6fkS85g5jZ3k7Gf1R8bxjXvflEK8JJK3gojZlrdfqEISYPi5IjVuuct344NZhX7UcZ7tjGfBxHjDgoB20nNPInoNGJzOWAPtg+iXAaPGafaXXo2lK1nFl5eWiTVmvdaPd9nbvXyc6bK/juu2OZfw2porxQWWSwa3juoMImlM4gE8meMdI2pZn7cuVg0Ync/5H00dQnxhlQoExOgWhQQW3yRzLsI7z1f3H0mndif7MOl9FfhCaYHAbfR7Y57PGjDloWPrWOI22fw7+361PBK8NNJM8i5xoEB7omXIfQXraKEx/2wB/qDZoDhpmuVArPza9TV3dB2PWnqd7NTOzyhw0zMysMgcNMzOrzEHDzMwqc9AwM7PKHDTMzKwyBw0zM6vMQcPMzCqb8qPcStoGPNVzwd7mAc8PYDs5mqptm6rtgqnbtqnaLji42vY8QERcOr5iygeNQZG0vt0wwVPBVG3bVG0XTN22TdV2wdRpm7unzMysMgcNMzOrzEGjuluaPoAhmqptm6rtgqnbtqnaLpgibXNOw8zMKvOZhpmZVeagYWZmlR0yQUPSpZI2SXpC0ofa1EvS51L9Rknn9LHub0oKSfPS+0skfV/Sw+n5oqnStlL5SZJ2SPrN4bSq/nZJOlvSdyQ9mn53h02FtkmaKelPU5v+QdKHD6Z2SfqYpKclbUiPny/VfTgtv0nSO4fVrrrbVvdnSF8iYso/KKZC2wycAswCfgC8edwyPw98g2KOtPOA71ZZFzgRWEdxA+G8VPbTwBvT67cAT0+VtpXq7gLWAL85FdpFMYvlRuCn0vtjgOlTpG2/DHw1vZ4D/Bg4+WBpF/Cxdn9nwJvTcrOBN6X1D6rfWZe21fYZ0u/jUDnTWAw8ERFPRsSrwFeBJeOWWQLcHoUHgKMkHVdh3T8EfhsYu6IgIh6KiGfS20eBwyTNHkrLam4bgKQrgCcp2jYsdbfrHcDGiPgBQES8EBH7htKy+tsWwFxJM4DDgVeBkYOsXe0soQiGuyPiH4En0naGoda21fwZ0pdDJWgcD/xz6f2WVFZlmY7rSrqc4hvAD7rs+yrgoYjYPbFD76nWtkmaC/wO8PFBHHwXdf/OzgBC0jpJD0r67ck3oaO62/YXwMvAs8A/AZ+JiBcn2YZ2htKu5IOpy+dWSUf3sb9BqbttZcP+DOnLoRI01KZs/LXGnZZpWy5pDvAR4Pc67lQ6C1gFXFvxOCei7rZ9HPjDiNjR11H2r+52zQDOB65Oz1dKurj64fal7rYtBvYBb6ToxvnPkk6pfriVDbxd6fkLwKnAQorA99k+9jcodbet2GA9nyF9mdH0AdRkC0Vfb8sJwDMVl5nVofxUin/AH0hqlT8oaXFE/IukE4C1wIqI2DzAtoxXa9uAtwG/KOnTwFHAqKRXIuLzg2pQj2OussxE2rUF+JuIeB5A0teBc4D7BtSeKsddZZmJtO2Xgf8VEXuA5yR9G1hE0cU4SMNoFxGxtVUo6YvA/+xjf4NSd9uo8TOkP00nVep4UATHJyn+qVqJqLPGLfMuDkxifa/qumm5H7M/8XhUWu6qqda2ceUfY3iJ8Lp/Z0cDD1IkimcA9wLvmiJt+x3gy2lbc4EfAmcfLO0CjiutfwP7k/pncWAi/EmGlwivu21HUdNnSN8/i6YPoLaGFlc2/IjiKoaPpLIPAB9IrwX8cap/GFjUbd022y//k/4uRR/yhtLj2KnQtnHlH2NIQaOJdgH/jiLp+Ajw6Sn09/g6iivdHqUIGL91MLUL+LO07Ebgbg78oP1IWn4TcNnB9jvr1DZq/gzp5+FhRMzMrLJDJRFuZmYD4KBhZmaVOWiYmVllDhpmZlaZg4aZHbQk/ZKKASZHJXWcf7vLgIE3pbuxN0j6a0lvTOUdB3mUtDSt82i6X6lVPlvSHWkf35V0cqnufZIeT4/3lcrflJZ9PK07K5VPZPDDN0j6ZtrWNzvcXV7+mSzU/gE6N0paWuFHfuhccuuHH34c3A/gQuC2cWU/CZwJfIvSJa7jluk2YOARpeX+E3Bzet12kEeKgSz/CZif6v4UuDi9/g+l9ZcBd6TXb6C4T+MNFPcDPQkcneruBJal1zcD16XXExn88NPAh9LrDwGrevw8zwBOT6/fSHFH+lG9fg8+0zCzg1ZE/ENEbOqxWMcBAyOiPHDjXPYP79FpkMdTgB9FxLa03L0UY0ORtvmn6fVfABeruD3/ncA3I+LFiPh/wDeBS1PdRWlZ0rpXlLbV7+CH5f2PbUvSdEn/TdLfpzOKa1PbfxQRj6fXzwDPAfN7/CwPmWFEzOzQ1W7AwLe13kj6JLAC2A7821T8FxQfws9SnGncEBEvSgpgQep62kLxwTxr/H4iYq+k7RRnJp0GLDwG+NeI2DuuvNMxdxr8sNWWn4iIZ9P+n5V0bCr/VWB7RPybNFLutyX9dRQjA7d+BotTO3oOV+IzDTPLWurz3wB8Cbhc+ycsqjrpUtfBBiPiIxFxIvDnwAdTcdtBHtOZwnXAHcDfUnRbtT70+x2wsNtxTWSdTt4BrEg/w+9SBKvTW5XpDObPgH8fEaM9tuUzDTPLW0S8DUDShcD7I+L9fW6i6sCGXwHuAW6kyyCPEfFXwF+lY1pJEVzK+9mSurWOBF5M5ReO2/+3gOcpup1mpLON8nH1PfghsFXSceks4ziK7iYoAs1/jIh14xss6YjU5t9N3WA9+UzDzKa6vwdOT1cqzaJIUt8NIOn00nKXA4+l1/8EXJSuYppLkYx+LK1zbHo+miL5/aW0zt1A68qoXwT+dxRZ5nXAOyQdndZ5B7Au1f2ftCxp3a+VtrUi7f88iu6lZ7u1Zdz+y9taB1wnaWY67jMkzU3rr6XInayp/NNs+ooIP/zww48qD9pfPXUlxbfy3cDW9GEMRbfS10vLdRow8C6KASo3Upw9HJ/KOw7yCKxOZT8kXfmUyg9L6zwBfA84pVR3TSp/gqIbqFV+Slr2ibTu7FQ+kcEPj6EYyv/x9PyGVD4N+IO0nUcoAtWRFAN07uHAQREX9vo9eMBCMzOrzN1TZmZWmYOGmZlV5qBhZmaVOWiYmVllDhpmZlaZg4aZmVXmoGFmZpX9f06QuafJeXxLAAAAAElFTkSuQmCC\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "#subway entrance and station\n", - "fig, ax = plt.subplots()\n", - "stations = relation_members[relation_members.role == 'perimeter']\n", - "uniques = stations.memberOf.unique()\n", - "for i in range(len(uniques)):\n", - " station = visualise_relations(relations.members.loc[uniques[i]])\n", - " fig, ax = create_plot(station, fig, ax)\n", - "plt.show()\n", - "#most streets not labelled" - ] - }, - { - "cell_type": "code", - "execution_count": 419, - "id": "9124056b", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{''} {'stop'}\n" - ] - }, - { - "data": { - "text/plain": [ - "(
, )" - ] - }, - "execution_count": 419, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "rail_corridor = visualise_relations(relations.members.loc['14165147'])\n", - "\n", - "create_plot(rail_corridor)" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "c570cc43", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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128107760898053Rail Corridorway3871697
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" - ], - "text/plain": [ - " ref role type memberOf\n", - "128106 22561114 Rail Corridor way 3871697\n", - "128107 760898053 Rail Corridor way 3871697" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "#picture rail corridor\n", - "relation_members[relation_members.role.isin(['Rail Corridor'])]" - ] - }, - { - "cell_type": "code", - "execution_count": 417, - "id": "c23d5bcd", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'', 'Rail Corridor'} set()\n" - ] - }, - { - "data": { - "text/plain": [ - "(
, )" - ] - }, - "execution_count": 417, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "rail_corridor = visualise_relations(relations.members.loc['3871697'])\n", - "create_plot(rail_corridor)" - ] - }, - { - "cell_type": "code", - "execution_count": 430, - "id": "8864ef32", - "metadata": {}, - "outputs": [], - "source": [ - "def get_routes(relation, kind = 'bus'):\n", - " ls2 = []\n", - " for i,r in relation.iterrows():\n", - " if 'route' in r['tags'].keys():\n", - " if 'network' in r['tags'].keys():\n", - " if r['tags']['route'] == kind and r['tags']['network'] in ['Singapore Rail',\n", - " 'Land Transport Authority',\n", - " 'Circle Line (CCL)/Downtown Line (DTL)',\n", - " 'Downtown Line (DTL)',\n", - " 'East West Line (EWL)/North East Line (NEL)',\n", - " 'MRT',\n", - " 'North South Line (NSL)/Circle Line (CCL)',\n", - " 'Singapore',\n", - " 'SBS']: \n", - " ls = []\n", - " for member in r['members']:\n", - " if member['type'] == 'node' and member['role'] != 'stop_inactive':\n", - " ls.append(member['ref'])\n", - " ls2.append(ls)\n", - " return ls2\n", - "\n", - "#get the operating routes only\n", - "bus_routes = get_routes(relations, 'bus')\n", - "train_routes = get_routes(relations, 'subway')\n", - "#rail_routes = get_routes(relations, 'railway')\n", - "monorail_routes = get_routes(relations, 'monorail')" - ] - }, - { - "cell_type": "code", - "execution_count": 431, - "id": "62ffeed6", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "5056\n", - "196\n", - "56\n" - ] - } - ], - "source": [ - "bus_stops = set(list(itertools.chain.from_iterable(bus_routes)))\n", - "train_stops = set(list(itertools.chain.from_iterable(train_routes)))\n", - "monorail_stops = set(list(itertools.chain.from_iterable(monorail_routes)))\n", - "\n", - "#in operation\n", - "print(len(bus_stops)) #5056 bus stops ~ 5049 in July 2021\n", - "print(len(train_stops)) #196 train stations, 126 left\n", - "print(len(monorail_stops)) #56 monorail stations, 15 repeated, so 41 left" - ] - }, - { - "cell_type": "code", - "execution_count": 507, - "id": "ba336a90", - "metadata": {}, - "outputs": [], - "source": [ - "def get_nearest_nodes(coords):\n", - " \"\"\"\n", - " returns a node reference number\n", - " next time can consider building a K-D tree\n", - " for now just brute force aka nearest neighbour search\n", - " \"\"\"\n", - " lat, lon = coords\n", - " subset = nodes.copy()\n", - " for i in range(40):\n", - " if len(subset) < 4:\n", - " break\n", - " subset = subset[(abs(subset.lat - lat) < 2**(-i)) & (abs(subset.lon - lon < 2**(-i)))]\n", - " \n", - " node = subset.reset_index()['id']\n", - " return node" - ] - }, - { - "cell_type": "code", - "execution_count": 509, - "id": "04f45ce6", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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" - ], - "text/plain": [ - " ref role type memberOf\n", - "0 547132201 route way 272117\n", - "1 160608026 route way 272117\n", - "2 160608025 route way 272117\n", - "3 41425649 route way 272117\n", - "4 41425653 route way 272117\n", - "... ... ... ... ...\n", - "580564 4593504144 via node 14448511\n", - "580565 121881092 to way 14448511\n", - "580566 1085537554 from way 14448512\n", - "580567 4593504144 via node 14448512\n", - "580568 1085537554 to way 14448512\n", - "\n", - "[580393 rows x 4 columns]" - ] - }, - "execution_count": 509, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "relation_members" - ] - }, - { - "cell_type": "code", - "execution_count": 508, - "id": "7105242a", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "0 4500179904\n", - "Name: id, dtype: object" - ] - }, - "execution_count": 508, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "get_nearest_nodes([1.290270, 103.851959])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "3e4659ad", - "metadata": {}, - "outputs": [], - "source": [ - "def get_path(start, end, via):\n", - " #find nearest nodes to the start and end\n", - " #this is done by walking\n", - " start_nearest = get_nearest_node(start)\n", - " end_nearest = get_nearest_node(end)\n", - " via_nearest = get_nearest_node(via)\n", - " \n", - " #perform path search along the relations\n", - " nodes = list(start_nearest)\n", - " \n", - " #find possible paths\n", - " possible_paths = relation_members.memberOf[relation_members.ref.isin(nodes)]\n", - " \n", - " #do a breadth first search\n", - " #create a graph of all possible paths\n", - " \n", - " \"\"\"\n", - " hierarchy of transport (speed)\n", - " 1 - walk/cycle - on paths\n", - " 2 - bus - on specific roads\n", - " 3 - mrt - on mrt\n", - " 4 - drive - on roads (not advised)\n", - " \n", - " pseudocode:\n", - " generate network graphs of the above 4 paths\n", - " perform a search:\n", - " go to a higher hierarchy wherever possible to complete large parts of the journey(greedy)\n", - " lower the hierarchy for last mile journeys\n", - " \"\"\"\n", - " return\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "6aa9ef5c", - "metadata": {}, - "outputs": [], - "source": [ - "\"\"\"\n", - "Data Structures\n", - "\n", - "Node:\n", - "(Bus Stop, WayPoints is a Node)\n", - "\n", - "Edge: is node A connected to node B?\n", - "start, end, distance\n", - "(Ways)\n", - "\n", - "Path:\n", - "(Walking Path, Road inherits from Path)\n", - "A series of nodes and edges\n", - "\n", - "Route: a set Path and direction, with a schedule\n", - "(Bus Route, Itinerary inherits from Route)\n", - "\n", - "Graph:\n", - "a collection of nodes, edges, set paths and routes \n", - "(MRT system, bus system is a network)\n", - "Functions:\n", - "- search for a path with Contraction Hierarchies\n", - "\n", - "contraction hierarchy\n", - "\"\"\"" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "f07baad3", - "metadata": {}, - "outputs": [], - "source": [ - "class Node:\n", - " \"\"\"\n", - " A point representing a landmark\n", - " \"\"\"\n", - " def __init__(self, id_, lat, lon):\n", - " self.id = id_\n", - " self.lat = lat\n", - " self.lon = lon\n", - " \n", - "class Edge:\n", - " \"\"\"\n", - " Adjacent connected nodes\n", - " \"\"\"\n", - " def __init__(self, start, end):\n", - " \"\"\"\n", - " start, end: Node objects\n", - " for bidirectional, create 2 edges\n", - " \n", - " \"\"\"\n", - " self.start = start\n", - " self.next = end\n", - " self.distance = distance_function(start, end)\n", - " self.name = name\n", - " \n", - "class Path:\n", - " \"\"\"\n", - " Consecutive edges\n", - " \"\"\"\n", - " def __init__(self, edges, name):\n", - " self.edges = edges\n", - " self.name = name\n", - " \n", - " def isIntersection(self, other):\n", - " pass\n", - " \n", - "class Route(Path):\n", - " def __init__(self):\n", - " super(Path, self).__init__(edges, name)\n", - " \n", - "class Graph:\n", - " def __init__(self)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "3339bf77", - "metadata": {}, - "outputs": [], - "source": [ - "def construct_network(data):\n", - " #data can be road, mrt or pedestrian paths\n", - " #returns a Graph object\n", - " #edges\n", - " g = Graph()\n", - " \n", - " return g\n", - "\n", - "\n", - " " - ] - } - ], - "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": "3.8.5" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/data_science/algo/mapping.ipynb b/data_science/algo/mapping.ipynb deleted file mode 100644 index 3b65a6d..0000000 --- a/data_science/algo/mapping.ipynb +++ /dev/null @@ -1,4492 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "795450b6", - "metadata": {}, - "outputs": [], - "source": [ - "import json\n", - "import pandas as pd\n", - "import matplotlib.pyplot as plt\n", - "import itertools" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "3113fdb6", - "metadata": {}, - "outputs": [], - "source": [ - "with open('data.json', 'r', encoding = 'utf-8') as f:\n", - " data = json.load(f)\n", - " f.close()" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "2ea7241a", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'id': '25451905', 'lat': 1.3507189, 'lon': 103.9858563, 'tags': {}}\n", - "{'id': '25451907', 'lat': 1.3417832, 'lon': 103.9821061, 'tags': {}}\n", - "{'id': '25451908', 'lat': 1.3298607, 'lon': 103.9754463, 'tags': {}}\n", - "{'id': '25451909', 'lat': 1.3186536, 'lon': 103.9671536, 'tags': {}}\n", - "{'id': '25451910', 'lat': 1.3143905, 'lon': 103.9571844, 'tags': {}}\n", - "{'id': '25451912', 'lat': 1.3057744, 'lon': 103.9260298, 'tags': {}}\n", - "{'id': '25451913', 'lat': 1.2995365, 'lon': 103.9042813, 'tags': {}}\n", - "{'id': '25451915', 'lat': 1.3351268, 'lon': 103.9790854, 'tags': {}}\n", - "{'id': '25451916', 'lat': 1.3335165, 'lon': 103.9779498, 'tags': {}}\n", - "{'id': '25451918', 'lat': 1.3275729, 'lon': 103.9739359, 'tags': {'highway': 'motorway_junction', 'ref': '2A'}}\n", - "{'id': '25451919', 'lat': 1.325593, 'lon': 103.9725307, 'tags': {}}\n", - "{'id': '25451921', 'lat': 1.3180396, 'lon': 103.9660413, 'tags': {}}\n" - ] - } - ], - "source": [ - "for i, item in enumerate(data['nodes']):\n", - " print(item)\n", - " if i > 10:\n", - " break" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "ac18e267", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'id': '201424749', 'tags': {'addr:city': 'Singapore', 'addr:housenumber': '18', 'addr:street': 'Mayflower Avenue', 'building': 'residential', 'source': 'Kaart Ground Survey 2017'}, 'nodeRefs': ['2114032246', '2114032238', '2114032240', '2114032244', '2114032242', '2114032248', '2114032246']}\n", - "{'id': '201424750', 'tags': {'addr:city': 'Singapore', 'addr:housenumber': '20', 'addr:street': 'Mayflower Avenue', 'building': 'residential', 'source': 'Kaart Ground Survey 2017'}, 'nodeRefs': ['2114032238', '2114032232', '2114032233', '2114032235', '2114032237', '2114032240', '2114032238']}\n", - "{'id': '201424936', 'tags': {'addr:city': 'Singapore', 'addr:country': 'SG', 'addr:housenumber': '4', 'addr:street': 'Mayflower Rise', 'building': 'house'}, 'nodeRefs': ['2114035916', '2114035917', '2114035914', '2114035913', '2114035912', '2114035910', '2114035916']}\n", - "{'id': '201424937', 'tags': {'addr:city': 'Singapore', 'addr:country': 'SG', 'addr:housenumber': '2', 'addr:street': 'Mayflower Rise', 'building': 'house'}, 'nodeRefs': ['2114035915', '2114035916', '2114035910', '2114035909', '2114035911', '2114035908', '2114035915']}\n", - "{'id': '201425630', 'tags': {'addr:city': 'Singapore', 'addr:country': 'SG', 'addr:housenumber': '12', 'addr:street': 'Mayflower Rise', 'building': 'house'}, 'nodeRefs': ['2114041379', '2114041381', '2114041371', '2114041367', '2114041365', '2114041362', '2114041379']}\n", - "{'id': '201425631', 'tags': {'addr:city': 'Singapore', 'addr:country': 'SG', 'addr:housenumber': '8', 'addr:street': 'Mayflower Rise', 'building': 'house'}, 'nodeRefs': ['2114041373', '2114041375', '2114041356', '2114041355', '2114041353', '2114041351', '2114041373']}\n", - "{'id': '201425632', 'tags': {'addr:city': 'Singapore', 'addr:country': 'SG', 'addr:housenumber': '6', 'addr:street': 'Mayflower Rise', 'building': 'house'}, 'nodeRefs': ['2114041369', '2114041373', '2114041351', '2114041350', '2114041354', '2114041352', '2114041369']}\n", - "{'id': '201425633', 'tags': {'addr:city': 'Singapore', 'addr:country': 'SG', 'addr:housenumber': '10', 'addr:street': 'Mayflower Rise', 'building': 'house'}, 'nodeRefs': ['2114041377', '2114041379', '2114041362', '2114041358', '2114041363', '2114041360', '2114041377']}\n", - "{'id': '201425826', 'tags': {'addr:city': 'Singapore', 'addr:housenumber': '12', 'addr:street': 'Mayflower Avenue', 'building': 'residential', 'source': 'Kaart Ground Survey 2017'}, 'nodeRefs': ['2114044906', '2114044901', '2114044918', '2114044922', '2114044926', '2114044928', '2114044906']}\n", - "{'id': '201425827', 'tags': {'addr:city': 'Singapore', 'addr:housenumber': '10', 'addr:street': 'Mayflower Avenue', 'building': 'residential', 'source': 'Kaart Ground Survey 2017'}, 'nodeRefs': ['2114044914', '2114044906', '2114044928', '2114044940', '2114044930', '2114044942', '2114044914']}\n", - "{'id': '201425828', 'tags': {'addr:city': 'Singapore', 'addr:housenumber': '16', 'addr:street': 'Mayflower Avenue', 'building': 'residential', 'source': 'Kaart Ground Survey 2017'}, 'nodeRefs': ['2114044898', '2114044897', '2114044900', '2114044902', '2114044903', '2114044908', '2114044898']}\n" - ] - } - ], - "source": [ - "for i, item in enumerate(data['ways']):\n", - " if i > 50110:\n", - " print(item)\n", - " if i > 50120:\n", - " break" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "71ec34c2", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'id': '272117', 'tags': {'name': 'Siglap Park Connector', 'route': 'foot', 'symbol': 'sign', 'type': 'route'}, 'members': [{'ref': '547132201', 'role': 'route', 'type': 'way'}, {'ref': '547132201', 'role': 'route', 'type': 'way'}, {'ref': '160608026', 'role': 'route', 'type': 'way'}, {'ref': '160608025', 'role': 'route', 'type': 'way'}, {'ref': '41425649', 'role': 'route', 'type': 'way'}, {'ref': '41425653', 'role': 'route', 'type': 'way'}, {'ref': '733498705', 'role': 'route', 'type': 'way'}, {'ref': '41425652', 'role': 'route', 'type': 'way'}, {'ref': '41788916', 'role': 'route', 'type': 'way'}, {'ref': '41788915', 'role': 'route', 'type': 'way'}, {'ref': '733498704', 'role': 'route', 'type': 'way'}, {'ref': '733498704', 'role': 'route', 'type': 'way'}, {'ref': '41524377', 'role': 'route', 'type': 'way'}, {'ref': '621974206', 'role': '', 'type': 'way'}, {'ref': '806331544', 'role': 'route', 'type': 'way'}, {'ref': '229628473', 'role': 'route', 'type': 'way'}, {'ref': '588722731', 'role': 'route', 'type': 'way'}, {'ref': '46819598', 'role': 'route', 'type': 'way'}, {'ref': '790240151', 'role': 'route', 'type': 'way'}, {'ref': '790236681', 'role': 'route', 'type': 'way'}, {'ref': '886599325', 'role': 'route', 'type': 'way'}, {'ref': '886599326', 'role': 'route', 'type': 'way'}, {'ref': '790236680', 'role': 'route', 'type': 'way'}, {'ref': '886599327', 'role': 'route', 'type': 'way'}, {'ref': '533490731', 'role': 'route', 'type': 'way'}, {'ref': '533490730', 'role': 'route', 'type': 'way'}, {'ref': '664210727', 'role': 'route', 'type': 'way'}, {'ref': '664210721', 'role': 'route', 'type': 'way'}, {'ref': '41843053', 'role': 'route', 'type': 'way'}, {'ref': '41843053', 'role': 'route', 'type': 'way'}, {'ref': '664210721', 'role': 'route', 'type': 'way'}, {'ref': '664210727', 'role': 'route', 'type': 'way'}, {'ref': '897364616', 'role': 'route', 'type': 'way'}, {'ref': '41843055', 'role': 'route', 'type': 'way'}, {'ref': '692867509', 'role': 'route', 'type': 'way'}, {'ref': '41843054', 'role': 'route', 'type': 'way'}, {'ref': '897364615', 'role': 'route', 'type': 'way'}, {'ref': '131891600', 'role': 'route', 'type': 'way'}, {'ref': '131891599', 'role': 'route', 'type': 'way'}, {'ref': '131891599', 'role': 'route', 'type': 'way'}, {'ref': '131891600', 'role': 'route', 'type': 'way'}, {'ref': '897364615', 'role': 'route', 'type': 'way'}, {'ref': '41843054', 'role': 'route', 'type': 'way'}, {'ref': '692867509', 'role': 'route', 'type': 'way'}, {'ref': '41843055', 'role': 'route', 'type': 'way'}, {'ref': '897364616', 'role': 'route', 'type': 'way'}, {'ref': '229864739', 'role': 'route', 'type': 'way'}, {'ref': '474210627', 'role': 'route', 'type': 'way'}, {'ref': '474210628', 'role': 'route', 'type': 'way'}, {'ref': '474210640', 'role': 'route', 'type': 'way'}, {'ref': '474210637', 'role': 'route', 'type': 'way'}, {'ref': '474210634', 'role': 'route', 'type': 'way'}, {'ref': '474210639', 'role': 'route', 'type': 'way'}, {'ref': '609995473', 'role': 'route', 'type': 'way'}]}\n", - "{'id': '274002', 'tags': {'name': 'Foo Kim Lin Road', 'type': 'associatedStreet'}, 'members': [{'ref': '803437153', 'role': 'house', 'type': 'way'}, {'ref': '455116744', 'role': 'house', 'type': 'way'}, {'ref': '455116661', 'role': 'house', 'type': 'way'}, {'ref': '455116714', 'role': 'house', 'type': 'way'}, {'ref': '455116458', 'role': 'house', 'type': 'way'}, {'ref': '41566022', 'role': 'street', 'type': 'way'}, {'ref': '41566023', 'role': 'street', 'type': 'way'}, {'ref': '465523912', 'role': 'street', 'type': 'way'}]}\n", - "{'id': '274003', 'tags': {'name': 'Teo Kim Eng Road', 'type': 'associatedStreet'}, 'members': [{'ref': '455116809', 'role': 'house', 'type': 'way'}, {'ref': '822852437', 'role': 'house', 'type': 'way'}, {'ref': '822852438', 'role': 'house', 'type': 'way'}, {'ref': '455116810', 'role': 'house', 'type': 'way'}, {'ref': '822852431', 'role': 'house', 'type': 'way'}, {'ref': '822852432', 'role': 'house', 'type': 'way'}, {'ref': '455116599', 'role': 'house', 'type': 'way'}, {'ref': '822852441', 'role': 'house', 'type': 'way'}, {'ref': '455116681', 'role': 'house', 'type': 'way'}, {'ref': '455116803', 'role': 'house', 'type': 'way'}, {'ref': '822852428', 'role': 'house', 'type': 'way'}, {'ref': '452277872', 'role': 'house', 'type': 'way'}, {'ref': '452277873', 'role': 'house', 'type': 'way'}, {'ref': '822852429', 'role': 'house', 'type': 'way'}, {'ref': '822852443', 'role': 'house', 'type': 'way'}, {'ref': '452277870', 'role': 'house', 'type': 'way'}, {'ref': '452277875', 'role': 'house', 'type': 'way'}, {'ref': '822852430', 'role': 'house', 'type': 'way'}, {'ref': '822852478', 'role': 'house', 'type': 'way'}, {'ref': '452277876', 'role': 'house', 'type': 'way'}, {'ref': '452277871', 'role': 'house', 'type': 'way'}, {'ref': '822852476', 'role': 'house', 'type': 'way'}, {'ref': '822852477', 'role': 'house', 'type': 'way'}, {'ref': '452277874', 'role': 'house', 'type': 'way'}, {'ref': '465523913', 'role': 'street', 'type': 'way'}, {'ref': '41566025', 'role': 'street', 'type': 'way'}]}\n", - "{'id': '274004', 'tags': {'name': 'Jalan Rimau', 'type': 'associatedStreet'}, 'members': [{'ref': '453966486', 'role': 'house', 'type': 'way'}, {'ref': '822852424', 'role': 'house', 'type': 'way'}, {'ref': '822852423', 'role': 'house', 'type': 'way'}, {'ref': '822852422', 'role': 'house', 'type': 'way'}, {'ref': '455116776', 'role': 'house', 'type': 'way'}, {'ref': '453966455', 'role': 'house', 'type': 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'role': 'house', 'type': 'way'}, {'ref': '822852435', 'role': 'house', 'type': 'way'}, {'ref': '822852490', 'role': 'house', 'type': 'way'}, {'ref': '822852434', 'role': 'house', 'type': 'way'}, {'ref': '453966285', 'role': 'house', 'type': 'way'}, {'ref': '822852433', 'role': 'house', 'type': 'way'}, {'ref': '455116411', 'role': 'house', 'type': 'way'}, {'ref': '822852440', 'role': 'house', 'type': 'way'}, {'ref': '822852439', 'role': 'house', 'type': 'way'}, {'ref': '455116709', 'role': 'house', 'type': 'way'}, {'ref': '41566024', 'role': 'street', 'type': 'way'}, {'ref': '646267323', 'role': 'street', 'type': 'way'}]}\n", - "{'id': '274005', 'tags': {'name': 'Jalan Punai', 'type': 'associatedStreet'}, 'members': [{'ref': '41566027', 'role': 'street', 'type': 'way'}, {'ref': '41566027', 'role': 'street', 'type': 'way'}, {'ref': '453966424', 'role': 'house', 'type': 'way'}, {'ref': '822852411', 'role': 'house', 'type': 'way'}, {'ref': '453966447', 'role': 'house', 'type': 'way'}, {'ref': '822852412', 'role': 'house', 'type': 'way'}, {'ref': '453966282', 'role': 'house', 'type': 'way'}, {'ref': '822852446', 'role': 'house', 'type': 'way'}, {'ref': '453966407', 'role': 'house', 'type': 'way'}, {'ref': '453966366', 'role': 'house', 'type': 'way'}, {'ref': '822852461', 'role': 'house', 'type': 'way'}, {'ref': '822852445', 'role': 'house', 'type': 'way'}, {'ref': '822852444', 'role': 'house', 'type': 'way'}, {'ref': '453966381', 'role': 'house', 'type': 'way'}, {'ref': '822852462', 'role': 'house', 'type': 'way'}, {'ref': '822852450', 'role': 'house', 'type': 'way'}, {'ref': '453966409', 'role': 'house', 'type': 'way'}, {'ref': '453966321', 'role': 'house', 'type': 'way'}, {'ref': '822852469', 'role': 'house', 'type': 'way'}, {'ref': '822852451', 'role': 'house', 'type': 'way'}, {'ref': '453966337', 'role': 'house', 'type': 'way'}, {'ref': '822852468', 'role': 'house', 'type': 'way'}, {'ref': '822852467', 'role': 'house', 'type': 'way'}, {'ref': '822852452', 'role': 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'role': '', 'type': 'way'}, {'ref': '677782917', 'role': '', 'type': 'way'}, {'ref': '233926989', 'role': '', 'type': 'way'}, {'ref': '677782915', 'role': '', 'type': 'way'}, {'ref': '233926996', 'role': '', 'type': 'way'}, {'ref': '233926999', 'role': '', 'type': 'way'}, {'ref': '233926997', 'role': '', 'type': 'way'}, {'ref': '173131864', 'role': '', 'type': 'way'}]}\n" - ] - } - ], - "source": [ - "for i, item in enumerate(data['relations']):\n", - " print(item)\n", - " if i > 10:\n", - " break" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "1822e2c9", - "metadata": {}, - "outputs": [], - "source": [ - "nodes = pd.DataFrame(data['nodes']).set_index('id')\n", - "ways = pd.DataFrame(data['ways']).set_index('id')\n", - "relations = pd.DataFrame(data['relations']).set_index('id')" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "f7fe9c4f", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "['fence_type', 'fenced', 'man_made', 'name']\n", - "[]\n" - ] - } - ], - "source": [ - "all_keys = relations.tags.apply(lambda x: list(x.keys())).tolist()\n", - "for keys in all_keys:\n", - " if 'type' not in keys:\n", - " print(keys)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "347dffe0", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "id\n", - "272117 Siglap Park Connector\n", - "274002 Foo Kim Lin Road\n", - "274003 Teo Kim Eng Road\n", - "274004 Jalan Rimau\n", - "274005 Jalan Punai\n", - " ... \n", - "14448508 None\n", - "14448509 None\n", - "14448510 None\n", - "14448511 None\n", - "14448512 None\n", - "Name: tags, Length: 113365, dtype: object" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "relations.tags.apply(lambda x: x['name'] if 'name' in x.keys() else None)\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "99214dcc", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "4b1c5a8b", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'name:ks',\n", - " 'name:ms',\n", - " 'name:pl',\n", - " 'community_centre',\n", - " 'check_date:shelter',\n", - " 'bicycle_rental',\n", - " 'fire_hydrant:position',\n", - " 'seamark:light:2:character',\n", - " 'alt_name',\n", - " 'T2233',\n", - " 'T2041',\n", - " 'name:ha',\n", - " 'W111',\n", - " 'name:ckb',\n", - " 'crane:type',\n", - " 'T11A303',\n", - " 'car_repair',\n", - " 'payment:jcb',\n", - " 'name:jv',\n", - " 'language',\n", - " 'seamark:name',\n", - " 'contact:facebook',\n", - " 'dance:teaching',\n", - " 'denotation',\n", - " 'seamark:beacon_special_purpose:colour',\n", - " 'addr:subdistrict',\n", - " 'name:gd',\n", - " 'contact:email',\n", - " 'name:li',\n", - " 'W318',\n", - " 'is_in',\n", - " 'sidewalk',\n", - " 'fuel:diesel',\n", - " 'collection_times',\n", - " 'breakfast',\n", - " 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'disused:amenity',\n", - " 'climbing:courses',\n", - " 'W214',\n", - " 'departures_board',\n", - " 'circumference',\n", - " 'blind:description:en',\n", - " 'name:yue',\n", - " 'seamark:buoy_lateral:colour',\n", - " 'light_source',\n", - " 'maxwidth',\n", - " 'name:chr',\n", - " 'camera:mount',\n", - " 'seamark:pile:category',\n", - " 'mobile',\n", - " 'cycling',\n", - " 'name:nl',\n", - " 'name:als',\n", - " 'official_name:ar',\n", - " 'name:gl',\n", - " 'official_name:no',\n", - " 'payment:cash',\n", - " 'drink:wine',\n", - " 'phone',\n", - " 'wetap:statusnote',\n", - " 'traffic_signals:vibration',\n", - " 'T133',\n", - " 'dance',\n", - " 'communication:mobile_phone',\n", - " 'anime',\n", - " 'T1721',\n", - " 'name:yo',\n", - " 'company',\n", - " 'train',\n", - " 'defibrillator:location',\n", - " 'W3111',\n", - " 'changing_table',\n", - " 'manufacturer',\n", - " 'name:yi',\n", - " 'seamark:light:period',\n", - " 'busway:left',\n", - " 'brand:wikipedia:en',\n", - " 'religion',\n", - " 'image',\n", - " 'roof:height',\n", - " 'name:te',\n", - " 'seamark:buoy_special_purpose:shape',\n", - " 'name:eo',\n", - " 'internet_access:fee',\n", - " 'antenna:shape',\n", - " 'bicycle:repair',\n", - " 'authentication:app',\n", - " 'lanes:bus',\n", - " 'species',\n", - " 'fuel:octane_95',\n", - " 'payment:unionpay',\n", - " 'name:mt',\n", - " 'T11A314',\n", - " 'water_source',\n", - " 'name:sg',\n", - " 'public_transport',\n", - " 'T22430',\n", - " 'name:ba',\n", - " 'addr:flats',\n", - " 'payment:debit_cards',\n", - " 'cash_in',\n", - " 'operator:website',\n", - " 'year',\n", - " 'old_name:ja',\n", - " 'was:monorail',\n", - " 'lines',\n", - " 'T222',\n", - " 'wheelchair',\n", - " 'name:he',\n", - " 'name:ro',\n", - " 'email',\n", - " 'W511',\n", - " 'name:bi',\n", - " 'verify',\n", - " 'diet:non-vegetarian',\n", - " 'addr:place',\n", - " 'name:no',\n", - " 'capacity:disabled',\n", - " 'building:level',\n", - " 'payment:cheque',\n", - " 'heritage',\n", - " 'addr:postcode',\n", - " 'cold_water',\n", - " 'diet:meat',\n", - " 'bath:type',\n", - " 'age_group',\n", - " 'name:zu',\n", - " 'name:an',\n", - " 'name:hy',\n", - " 'charging_station:output',\n", - " 'cycle_barrier',\n", - " 'motorcycle:rental',\n", - " 'leaf_cycle',\n", - " 'name:ia',\n", - " 'building:part',\n", - " 'name:tl',\n", - " 'name:bjn',\n", - " 'name:tzl',\n", - " 'lift_gate:type',\n", - " 'goods',\n", - " 'name:br',\n", - " 'name:vep',\n", - " 'platforms',\n", - " 'W511F',\n", - " 'sale',\n", - " 'T121',\n", - " 'recycling:electrical_appliances',\n", - " 'toilets:disposal',\n", - " 'portable',\n", - " 'name:vo',\n", - " 'T712',\n", - " 'tram',\n", - " 'passenger_information_display',\n", - " 'cat',\n", - " 'pet:fish',\n", - " 'seamark:buoy_lateral:colour_pattern',\n", - " 'visibility',\n", - " 'name:su',\n", - " 'T211',\n", - " 'service:bicycle:pump',\n", - " 'check_date:recycling',\n", - " 'name:kl',\n", - " 'fax',\n", - " 'disused',\n", - " 'air_conditioned',\n", - " 'guest_house',\n", - " 'T2232',\n", - " 'name:sk',\n", - " 'name:sl',\n", - " 'operator:wikipedia',\n", - " 'books',\n", - " 'diplomatic:services:citizen_services',\n", - " 'operator:zh',\n", - " 'climbing:rock',\n", - " 'business',\n", - " 'name:my',\n", - " 'drink:beer',\n", - " 'name:rue',\n", - " 'name:sa',\n", - " 'T234',\n", - " 'disused:shop',\n", - " 'wikidata:fixme',\n", - " 'name:kab',\n", - " 'motor_vehicle',\n", - " 'highway',\n", - " 'name:is',\n", - " 'name:tt',\n", - " 'W5A21',\n", - " 'W5A211',\n", - " 'bridge:support',\n", - " 'shower',\n", - " 'payment:credit_cards',\n", - " 'tactile_writing:braille:de',\n", - " 'name:scn',\n", - " 'socket:type2:output',\n", - " 'frequency',\n", - " 'name:min',\n", - " 'seamark:light:reference',\n", - " 'W213',\n", - " 'name:hif',\n", - " 'manometer',\n", - " 'tunnel',\n", - " 'self_service',\n", - " 'foot',\n", - " 'name:hak',\n", - " 'fuel:octane_92',\n", - " 'building:levels',\n", - " 'designation',\n", - " 'T1A',\n", - " 'clothes',\n", - " 'drink:tea',\n", - " 'addr:block',\n", - " 'speed_camera',\n", - " 'T2231',\n", - " 'old_name:en',\n", - " 'T832',\n", - " 'author',\n", - " 'short_name',\n", - " 'disused:highway',\n", - " 'name:lb',\n", - " 'playground',\n", - " 'seamark:buoy_cardinal:shape',\n", - " 'residential',\n", - " 'service',\n", - " 'payment',\n", - " 'shelter',\n", - " 'healthcare',\n", - " 'alt_name:fr',\n", - " 'navigationaid',\n", - " 'W221',\n", - " 'antenna',\n", - " 'name:ky',\n", - " 'W315A',\n", - " 'stroller',\n", - " 'climbing:speed',\n", - " 'seamark:light:3:sector_end',\n", - " 'noexit',\n", - " 'name:ja-Latn',\n", - " 'surface',\n", - " 'service_times',\n", - " 'bar',\n", - " 'wheelchair:description:en',\n", - " 'operator',\n", - " 'T2033-7',\n", - " 'official_name:cs',\n", - " 'rooms',\n", - " 'seamark:light:colour',\n", - " 'pet:bird',\n", - " 'subject',\n", - " 'wifi',\n", - " 'indoor',\n", - " 'community_centre:for',\n", - " 'building:material',\n", - " 'building:colour',\n", - " 'building_entrance:loading_dock',\n", - " 'camera:type',\n", - " 'military',\n", - " 'waterway',\n", - " 'construction',\n", - " 'fuel:GTL_diesel',\n", - " 'name:nn',\n", - " 'barrier',\n", - " 'colour',\n", - " 'W3110C',\n", - " 'bakery',\n", - " 'name:ja_kana',\n", - " 'seamark:information',\n", - " 'name:csb',\n", - " 'T833',\n", - " 'grades',\n", - " 'flag:name',\n", - " 'opening_hours',\n", - " 'W317',\n", - " 'seamark:light:height',\n", - " 'second_hand',\n", - " 'name_1',\n", - " 'underground',\n", - " 'name:qu',\n", - " 'W211A',\n", - " 'seamark:buoy_lateral:shape',\n", - " 'T2128',\n", - " 'loc_name',\n", - " 'T214',\n", - " 'seamark:beacon_lateral:category',\n", - " 'picnic_table',\n", - " 'roof:shape',\n", - " 'W512',\n", - " 'T2051-2',\n", - " 'W3110E',\n", - " 'martial_arts',\n", - " 'T2232A',\n", - " 'payment:american_express',\n", - " 'memorial',\n", - " 'check_date:crossing',\n", - " 'W1421',\n", - " 'service:bicycle:rental',\n", - " 'roof:orientation',\n", - " 'addr:suburb',\n", - " 'fuel:octane_98',\n", - " 'T112-5',\n", - " 'construction:railway',\n", - " 'W211D',\n", - " 'T11A502',\n", - " 'date',\n", - " 'beauty',\n", - " 'capacity:persons',\n", - " 'seamark:buoy_cardinal:colour_pattern',\n", - " 'heritage:start_date',\n", - " 'name:uz',\n", - " 'name:wo',\n", - " 'seamark:buoy_lateral:system',\n", - " 'amenity',\n", - " 'name:gag',\n", - " 'name:sr',\n", - " 'social_facility:for',\n", - " 'theme',\n", - " 'W5A210',\n", - " 'preschool',\n", - " 'sloped_curb',\n", - " 'board_type',\n", - " 'name:xal',\n", - " 'monorail',\n", - " 'rank',\n", - " 'cost:coffee',\n", - " 'bench:capacity',\n", - " 'name:ln',\n", - " 'name:ar',\n", - " 'payment:mastercard',\n", - " 'W312',\n", - " 'aeroway',\n", - " 'network:wikidata',\n", - " 'name:ne',\n", - " 'official_name:et',\n", - " 'payment:apple_pay',\n", - " 'seamark:light:character',\n", - " 'official_name:ru',\n", - " 'name:sq',\n", - " 'official_name:el',\n", - " 'T212',\n", - " 'diet:halal',\n", - " 'name:nah',\n", - " 'contact:phone',\n", - " 'payment:google_pay',\n", - " 'industrial',\n", - " 'name:fy',\n", - " 'name:ta',\n", - " 'T16214',\n", - " 'T11A311',\n", - " 'name:ak',\n", - " 'name:dz',\n", - " 'surveillance',\n", - " 'recycling:waste',\n", - " 'generator:source',\n", - " 'W5A11K-M',\n", - " 'seamark:light:2:range',\n", - " 'viewpoint',\n", - " 'T713',\n", - " 'backrest',\n", - " 'T2234',\n", - " 'W1213',\n", - " 'climbing:boulder',\n", - " 'bench:seats',\n", - " 'LT5A',\n", - " 'climbing:traditional',\n", - " 'parcel_pickup',\n", - " 'female',\n", - " 'payment:diners_club',\n", - " 'material',\n", - " 'W211B',\n", - " 'T2055-6',\n", - " 'interior_decoration',\n", - " 'postal_code',\n", - " 'climbing:grade:french:mean',\n", - " 'facebook',\n", - " 'name:os',\n", - " 'artist_name',\n", - " 'name:uk',\n", - " 'toilets:wheelchair',\n", - " 'seamark:buoy_safe_water:shape',\n", - " 'name:udm',\n", - " 'W5A18',\n", - " 'FIXME',\n", - " 'junction',\n", - " 'name:ga',\n", - " 'source:sqkm',\n", - " 'survey:date',\n", - " 'screen',\n", - " 'product',\n", - " 'network:wikipedia',\n", - " 'name:id',\n", - " 'name:vls',\n", - " 'T2123',\n", - " 'diet:mediterranean',\n", - " 'note',\n", - " 'seamark:light:3:period',\n", - " 'T11A317',\n", - " 'W1412',\n", - " 'recycling:batteries',\n", - " 'motorcycle',\n", - " 'craft',\n", - " 'atm',\n", - " 'toilets',\n", - " 'payment:bitcoincash',\n", - " 'access',\n", - " 'proposed:railway',\n", - " 'name:sm',\n", - " 'W1424',\n", - " 'scuba_diving:courses',\n", - " 'hot_water',\n", - " 'level:ref',\n", - " 'T104-9',\n", - " 'capacity',\n", - " 'contact:linkedin',\n", - " 'T1723',\n", - " 'museum_type',\n", - " 'MLT1',\n", - " 'T11A504',\n", - " 'official_name:be',\n", - " 'name:lij',\n", - " 'locked',\n", - " 'addr:street',\n", - " 'leaf_type',\n", - " 'name:azb',\n", - " 'food',\n", - " 'start_date',\n", - " 'seamark:beacon_special_purpose:category',\n", - " 'brand',\n", - " 'climbing',\n", - " 'branch:zh-Hans',\n", - " 'recycling:plastic_bottles',\n", - " 'T734',\n", - " 'brewery',\n", - " 'was:railway',\n", - " 'seamark:light:1:period',\n", - " 'bench',\n", - " 'seamark:beacon_cardinal:colour',\n", - " 'natural',\n", - " 'tower:construction',\n", - " 'bollard',\n", - " 'map:title',\n", - " 'breakfast:buffet',\n", - " 'name:bs',\n", - " 'full_name',\n", - " 'name:mhr',\n", - " 'name:nds',\n", - " 'addr:housename',\n", - " 'bin',\n", - " 'T11A501',\n", - " 'service:bicycle:diy',\n", - " 'horse',\n", - " 'name:lfn',\n", - " 'theatre:type',\n", - " 'W5A21C',\n", - " 'acoustic',\n", - " 'socket:type2_combo:output',\n", - " 'name:km',\n", - " 'W216',\n", - " 'instagram',\n", - " 'name:ace',\n", - " 'vehicle',\n", - " 'genus',\n", - " 'cuisine:halal',\n", - " 'wheelchair:description',\n", - " 'pets_allowed',\n", - " 'leisure',\n", - " 'W3112A',\n", - " 'stars',\n", - " 'W319',\n", - " 'climbing:routes',\n", - " 'payment:NETS_Debit',\n", - " 'T722',\n", - " 'T223A',\n", - " 'name:na',\n", - " 'name:gan',\n", - " 'ncn_ref',\n", - " 'name:bg',\n", - " 'organic',\n", - " 'bunker_type',\n", - " 'name:lt',\n", - " 'T122',\n", - " 'name:war',\n", - " 'diplomatic:services:immigrant_visas',\n", - " 'inscription',\n", - " 'name:sh',\n", - " 'ferry',\n", - " 'ford',\n", - " 'name:it',\n", - " 'service:bicycle:retail',\n", - " ...}" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "###Clean Data here\n", - "#goal is to obtain only the relevant columns in a pandas dataframe\n", - "node_tags = nodes.tags.apply(lambda x: list(x.keys())).tolist()\n", - "set(list(itertools.chain.from_iterable(node_tags)))" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "ac23f3c8", - "metadata": {}, - "outputs": [], - "source": [ - "train_stations = nodes[nodes.tags.apply(lambda x: 'subway' in list(x.keys()) or 'subway' in list(x.values()))]" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "9c2daf66", - "metadata": {}, - "outputs": [], - "source": [ - "monorail = nodes[nodes.tags.apply(lambda x: 'monorail' in list(x.keys()) or 'monorail' in list(x.values()))]" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "841d0de6", - "metadata": {}, - "outputs": [], - "source": [ - "node_tag_series = nodes.tags.apply(lambda x: 'bus' in list(x.keys()) or 'bus_stop' in list(x.values()))\n", - "bus_stops = nodes[node_tag_series]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "1bdcc256", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "e56f1200", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(figsize = (12,9))\n", - "ax = plt.scatter(x = nodes.lon, y = nodes.lat, s=1)\n", - "ax = plt.scatter(x = bus_stops.lon, y = bus_stops.lat, s=1)\n", - "ax = plt.scatter(x = train_stations.lon, y = train_stations.lat, s=5, c = 'black')\n", - "ax = plt.scatter(x = monorail.lon, y = monorail.lat, s=5, c = 'black')\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "id": "d475269b", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'bus': 'yes', 'public_transport': 'stop_position'}" - ] - }, - "execution_count": 28, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "bus_stops.iloc[0]['tags']" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "4db494d0", - "metadata": {}, - "outputs": [], - "source": [ - "def get_transit_paths(start, end, walk_distance = 300):\n", - " if dist(start, end) < walk_distance:\n", - " return 'walk'\n", - " else:\n", - " #run search algo\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 46, - "id": "12c3e2d9", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'name': 'Siglap Park Connector', 'route': 'foot', 'symbol': 'sign', 'type': 'route'}\n", - "{'colour': '#009530', 'description': 'East-bound (Towards Pasir Ris)', 'from': 'Tuas Link', 'name': 'MRT East-West Line (Tuas Link --> Pasir Ris)', 'network': 'Singapore Rail', 'operator': 'SMRT Trains', 'public_transport:version': '2', 'ref': 'EWL', 'route': 'subway', 'to': 'Pasir Ris', 'type': 'route', 'wikidata': 'Q1895425', 'wikipedia': 'en:East West MRT line'}\n", - "{'colour': '#dc241f', 'description': 'North-bound (Towards Jurong East)', 'from': 'Marina Bay', 'name': 'MRT North-South Line (Marina South Pier --> Jurong East)', 'name:en': 'MRT North-South Line (Marina South Pier --> Jurong East)', 'name:zh': '南北线', 'network': 'Singapore Rail', 'operator': 'SMRT Trains', 'public_transport:version': '2', 'ref': 'NSL', 'route': 'subway', 'to': 'Jurong East', 'type': 'route', 'via': 'Woodlands;Yishun;Ang Mo Kio', 'wikidata': 'Q759229', 'wikipedia': 'en:North South MRT line'}\n", - "{'colour': '#748477', 'description': 'Sengkang Light Rapid Transit (West Loop) Clockwise', 'duration': '00:15', 'name': 'LRT Sengkang Line (West Loop)', 'network': 'Singapore Rail', 'official_ref': 'Sengkang LRT', 'operator': 'SBS Transit', 'public_transport:version': '2', 'ref': 'SKLRT', 'roundtrip': 'yes', 'route': 'monorail', 'type': 'route'}\n", - "{'colour': '#748477', 'description': 'Punggol Light Rapid Transit (East Loop) Clockwise service B', 'name': 'LRT Punggol Line (East Loop)', 'network': 'Singapore Rail', 'official_ref': 'Punggol LRT', 'operator': 'SBS Transit', 'public_transport:version': '2', 'ref': 'PGLRT', 'roundtrip': 'yes', 'route': 'monorail', 'type': 'route'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Temporary Interchange', 'name': 'Svc 961 (Woodlands Temporary Interchange → Lorong 1 Geylang Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'opening_hours': 'Mo-Sa', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '961', 'roundtrip': 'no', 'route': 'bus', 'to': 'Lorong 1 Geylang Terminal', 'type': 'route', 'website': 'https://www.smrt.com.sg/', 'wheelchair': 'yes'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Tampines Interchange', 'name': 'Svc 3 (Tampines Interchange → Punggol Temporary Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '3', 'route': 'bus', 'to': 'Punggol Temporary Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Pasir Ris Interchange', 'name': 'Svc 5 (Pasir Ris Interchange → Bukit Merah Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '5', 'route': 'bus', 'to': 'Bukit Merah Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Pasir Ris Interchange', 'name': 'Svc 6 (Roundtrip from Pasir Ris Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '6', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Pasir Ris Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 7 (Bedok Interchange → Clementi Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '7', 'route': 'bus', 'to': 'Clementi Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Tampines Interchange', 'name': 'Svc 8 (Tampines Interchange → Toa Payoh Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '8', 'route': 'bus', 'ss': '1', 'to': 'Toa Payoh Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 9 (Roundtrip from Bedok Interchange)', 'name:en': 'Svc 9 (Roundtrip from Bedok Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '9', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bedok Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'distance': '31.6', 'fee': 'yes', 'from': 'Tampines Interchange', 'name': 'Svc 10 (Tampines Interchange → Kent Ridge Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '10', 'route': 'bus', 'to': 'Kent Ridge Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Pasir Ris Interchange', 'name': 'Svc 12 (Pasir Ris Interchange → Kampong Bahru Terminal)', 'name:en': 'Svc 12 (Pasir Ris Interchange → Kampong Bahru Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '12', 'roundtrip': 'no', 'route': 'bus', 'to': 'Kampong Bahru Terminal', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yio Chu Kang Interchange', 'name': 'Svc 13 (Yio Chu Kang Interchange → Upper East Coast Terminal)', 'network': 'SBS', 'network:wikidata': 'Q2661305', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '13', 'route': 'bus', 'to': 'Upper East Coast Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Tampines Interchange', 'name': 'Svc 65 (Tampines Interchange → HarbourFront Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '65', 'route': 'bus', 'to': 'HarbourFront Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Pasir Ris Interchange', 'name': 'Svc 15 (Roundtrip from Pasir Ris Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '15', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Pasir Ris Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 14 (Bedok Interchange → Clementi Interchange)', 'name:en': 'Svc 14 (Bedok Interchange → Clementi Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '14', 'route': 'bus', 'to': 'Clementi Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Pasir Ris Interchange', 'name': 'Svc 17 (Pasir Ris Interchange → Bedok Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '17', 'route': 'bus', 'to': 'Bedok Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Tampines Concourse Interchange', 'name': 'Svc 18 (Roundtrip from Tampines Concourse Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '18', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Tampines Concourse Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Tampines Interchange', 'name': 'Svc 19 (Roundtrip from Tampines Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '19', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Tampines Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Pasir Ris Interchange', 'name': \"Svc 21 (Pasir Ris Interchange → Saint Michael's Terminal)\", 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '21', 'route': 'bus', 'to': \"Saint Michael's Terminal\", 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Ang Mo Kio Interchange', 'name': 'Svc 22 (Ang Mo Kio Interchange → Eunos Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '22', 'route': 'bus', 'to': 'Eunos Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Tampines Interchange', 'name': 'Svc 23 (Roundtrip from Tampines Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '23', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Tampines Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Ang Mo Kio Interchange', 'name': 'Svc 24 (Roundtrip from Ang Mo Kio Interchange)', 'name:en': 'Svc 24 (Roundtrip from Ang Mo Kio Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '24', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Ang Mo Kio Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Ang Mo Kio Interchange', 'name': 'Svc 25 (Ang Mo Kio Interchange → Upper East Coast Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '25', 'route': 'bus', 'to': 'Upper East Coast Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 26 (Bedok Interchange → Toa Payoh Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '26', 'route': 'bus', 'to': 'Toa Payoh Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Hougang Central Interchange', 'name': 'Svc 27 (Roundtrip from Hougang Central Interchange)', 'name:en': 'Svc 27 (Roundtrip from Hougang Central Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'not:network:wikidata': 'Q2661305', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '27', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Hougang Central Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Tampines Interchange', 'name': 'Svc 28 (Tampines Interchange → Toa Payoh Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '28', 'route': 'bus', 'to': 'Toa Payoh Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Tampines Interchange', 'name': 'Svc 29 (Roundtrip from Tampines Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '29', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Tampines Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Tampines Interchange', 'name': 'Svc 31 (Tampines Interchange → Toa Payoh Interchange)', 'name:en': 'Svc 31 (Tampines Interchange → Toa Payoh Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '31', 'route': 'bus', 'to': 'Toa Payoh Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 33 (Bedok Interchange → Kent Ridge Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '33', 'route': 'bus', 'to': 'Kent Ridge Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Punggol Temporary Interchange', 'name': 'Svc 34 (Roundtrip from Punggol Temporary Interchange)', 'name:en': 'Svc 34 (Roundtrip from Punggol Temporary Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '34', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Punggol Temporary Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 35 (Roundtrip from Bedok Interchange)', 'name:en': 'Svc 35 (Roundtrip from Bedok Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '35', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bedok Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'distance': '52.7', 'duration': '158', 'fee': 'yes', 'from': 'Changi Airport PTB2', 'name': 'Svc 36 (Roundtrip from Changi Airport PTB2)', 'name:en': 'Svc 36 (Roundtrip from Changi Airport PTB2)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '36', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Changi Airport PTB2', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/', 'wheelchair': 'yes'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Tampines Interchange', 'name': 'Svc 37 (Roundtrip from Tampines Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '37', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Tampines Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Tampines Interchange', 'name': 'Svc 38 (Tampines Interchange → Bedok Interchange)', 'name:en': 'Svc 38 (Tampines Interchange → Bedok Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '38', 'route': 'bus', 'to': 'Bedok Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'distance': '26.2', 'fee': 'yes', 'from': 'Tampines Concourse Interchange', 'name': 'Svc 39 (Tampines Concourse Interchange → Yishun Interchange)', 'name:en': 'Svc 39 (Tampines Concourse Interchange → Yishun Interchange)', 'network': 'SBS', 'network:wikidata': 'Q2661305', 'network:wikipedia': 'en:Land Transport Authority', 'opening_hours': 'Mo-Fr 05:30-23:30; Sa-Su 06:00-23:30', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '39', 'route': 'bus', 'to': 'Yishun Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 40 (Roundtrip from Bedok Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '40', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bedok Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Kembangan Station', 'name': 'Svc 42 (Roundtrip from Kembangan Station)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '42', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Kembangan Station', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Punggol Temporary Interchange', 'name': 'Svc 43 (Punggol Temporary Interchange → Upper East Coast Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '43', 'route': 'bus', 'to': 'Upper East Coast Terminal', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Upper East Coast Terminal', 'name': 'Svc 45 (Upper East Coast Terminal → Ang Mo Kio Depot)', 'name:en': 'Svc 45 (Upper East Coast Terminal → Ang Mo Kio Depot)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '45', 'route': 'bus', 'to': 'Ang Mo Kio Depot', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok North Depot', 'name': 'Svc 48 (Bedok North Depot → Buona Vista Terminal)', 'name:en': 'Svc 48 (Bedok North Depot → Buona Vista Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '48', 'route': 'bus', 'to': 'Buona Vista Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Hougang Central Interchange', 'name': 'Svc 51 (Hougang Central Interchange → Jurong East Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '51', 'route': 'bus', 'to': 'Jurong East Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bishan Interchange', 'name': 'Svc 52 (Bishan Interchange → Jurong East Interchange)', 'network': 'SBS', 'network:wikidata': 'Q2661305', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '52', 'route': 'bus', 'to': 'Jurong East Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bishan Interchange', 'name': 'Svc 53 (Roundtrip from Bishan Interchange)', 'name:en': 'Svc 53 (Roundtrip from Bishan Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '53', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bishan Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'duration': '82', 'fee': 'yes', 'from': 'Bishan Interchange', 'name': 'Svc 54 (Bishan Interchange → Kampong Bahru Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'oneway': 'yes', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '54', 'route': 'bus', 'to': 'Kampong Bahru Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/', 'wheelchair': 'yes'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bishan Interchange', 'name': 'Svc 55 (Bishan Interchange → Upper East Coast Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '55', 'route': 'bus', 'to': 'Upper East Coast Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bishan Interchange', 'name': 'Svc 56 (Bishan Interchange → Marina Centre Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '56', 'route': 'bus', 'to': 'Marina Centre Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bishan Interchange', 'name': 'Svc 57 (Bishan Interchange → Bukit Merah Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '57', 'route': 'bus', 'to': 'Bukit Merah Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bishan Interchange', 'name': 'Svc 58 (Bishan Interchange → Pasir Ris Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '58', 'route': 'bus', 'to': 'Pasir Ris Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bishan Interchange', 'name': 'Svc 59 (Bishan Interchange → Changi Village Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '59', 'route': 'bus', 'to': 'Changi Village Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Eunos Interchange', 'name': 'Svc 60 (Roundtrip from Eunos Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '60', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Eunos Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'distance': '39.6', 'duration': '149', 'fee': 'yes', 'from': 'Bukit Batok Interchange', 'name': 'Svc 61 (Bukit Batok Interchange → Eunos Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '61', 'roundtrip': 'no', 'route': 'bus', 'to': 'Eunos Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/', 'wheelchair': 'yes'}\n", - "{'direction': '1', 'distance': '35.4', 'fee': 'yes', 'from': 'Punggol Temporary Interchange', 'name': 'Svc 62 (Roundtrip from Punggol Temporary Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '62', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Punggol Temporary Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/', 'wheelchair': 'yes'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Eunos Interchange', 'name': 'Svc 63 (Roundtrip from Eunos Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '63', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Eunos Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Sims Place Terminal', 'name': 'Svc 64 (Roundtrip from Sims Place Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '64', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Sims Place Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Choa Chu Kang Interchange', 'name': 'Svc 67 (Choa Chu Kang Interchange → Tampines Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '67', 'route': 'bus', 'to': 'Tampines Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Tampines Interchange', 'name': 'Svc 69 (Roundtrip from Tampines Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '69', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Tampines Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yio Chu Kang Interchange', 'name': 'Svc 70 (Yio Chu Kang Interchange → Shenton Way Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '70', 'route': 'bus', 'to': 'Shenton Way Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yio Chu Kang Interchange', 'name': 'Svc 72 (Yio Chu Kang Interchange → Tampines Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '72', 'route': 'bus', 'to': 'Tampines Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Ang Mo Kio Interchange', 'name': 'Svc 73 (Roundtrip from Ang Mo Kio Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '73', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Ang Mo Kio Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Hougang Central Interchange', 'name': 'Svc 74 (Hougang Central Interchange → Buona Vista Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '74', 'route': 'bus', 'to': 'Buona Vista Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 32 (Bedok Interchange → Buona Vista Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '32', 'route': 'bus', 'to': 'Buona Vista Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yio Chu Kang Interchange', 'name': 'Svc 76 (Yio Chu Kang Interchange → Eunos Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '76', 'route': 'bus', 'to': 'Eunos Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Batok Interchange', 'name': 'Svc 77 (Bukit Batok Interchange → Marina Centre Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '77', 'route': 'bus', 'to': 'Marina Centre Terminal', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Blk 131', 'name': 'Svc 78 (Blk 131 → Before Jurong East Station)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '78', 'route': 'bus', 'to': 'Before Jurong East Station', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Boon Lay Interchange', 'name': 'Svc 79 (Roundtrip from Boon Lay Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '79', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Boon Lay Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Sengkang Interchange', 'name': 'Svc 80 (Sengkang Interchange → HarbourFront Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '80', 'route': 'bus', 'to': 'HarbourFront Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Tampines Interchange', 'name': 'Svc 81 (Roundtrip from Tampines Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '81', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Tampines Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Punggol Temporary Interchange', 'name': 'Svc 82 (Roundtrip from Punggol Temporary Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '82', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Punggol Temporary Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Punggol Temporary Interchange', 'name': 'Svc 83 (Roundtrip from Punggol Temporary Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '83', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Punggol Temporary Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Punggol Temporary Interchange', 'name': 'Svc 85 (Punggol Temporary Interchange → Yishun Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '85', 'route': 'bus', 'to': 'Yishun Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Sengkang Interchange', 'name': 'Svc 86 (Sengkang Interchange → Ang Mo Kio Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '86', 'route': 'bus', 'to': 'Ang Mo Kio Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Sengkang Interchange', 'name': 'Svc 87 (Sengkang Interchange → Bedok Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '87', 'route': 'bus', 'to': 'Bedok Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Pasir Ris Interchange', 'name': 'Svc 88 (Pasir Ris Interchange → Toa Payoh Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '88', 'route': 'bus', 'to': 'Toa Payoh Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Hougang Central Interchange', 'name': 'Svc 89 (Roundtrip from Hougang Central Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '89', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Hougang Central Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Toa Payoh Interchange', 'name': 'Svc 90 (Roundtrip from Toa Payoh Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '90', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Toa Payoh Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Buona Vista Terminal', 'name': 'Svc 91 (Buona Vista Terminal → Blk 46)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '91', 'route': 'bus', 'to': 'Blk 46', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Ghim Moh Terminal', 'name': 'Svc 92 (Roundtrip from Ghim Moh Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '92', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Ghim Moh Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'HarbourFront Interchange', 'name': 'Svc 93 (HarbourFront Interchange → Eunos Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '93', 'route': 'bus', 'to': 'Eunos Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Eunos Interchange', 'name': 'Svc 94 (Roundtrip from Eunos Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '94', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Eunos Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Kent Ridge Terminal', 'name': 'Svc 95 (Roundtrip from Kent Ridge Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '95', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Kent Ridge Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Clementi Interchange', 'name': 'Svc 96 (Roundtrip from Clementi Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '96', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Clementi Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Jurong East Interchange', 'name': 'Svc 97 (Jurong East Interchange → Marina Centre Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '97', 'route': 'bus', 'to': 'Marina Centre Terminal', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Jurong East Interchange', 'name': 'Svc 98 (Roundtrip from Jurong East Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '98', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Jurong East Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Clementi Interchange', 'name': 'Svc 99 (Clementi Interchange → Joo Koon Interchange)', 'network': 'SBS', 'network:wikidata': 'Q2661305', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '99', 'route': 'bus', 'to': 'Joo Koon Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Serangoon Interchange', 'name': 'Svc 100 (Serangoon Interchange → Ghim Moh Terminal)', 'network': 'SBS', 'network:wikidata': 'Q2661305', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '100', 'route': 'bus', 'to': 'Ghim Moh Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Serangoon Interchange', 'name': 'Svc 101 (Roundtrip from Serangoon Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '101', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Serangoon Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'distance': '17.9', 'fee': 'yes', 'from': 'Serangoon Interchange', 'name': 'Svc 103 (Serangoon Interchange → Yishun Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'opening_hours': 'Mo-Su 06:00-24:00', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '103', 'route': 'bus', 'to': 'Yishun Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Serangoon Interchange', 'name': 'Svc 105 (Serangoon Interchange → Jurong East Interchange)', 'network': 'SBS', 'network:wikidata': 'Q2661305', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '105', 'route': 'bus', 'to': 'Jurong East Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'distance': '15.0', 'fee': 'yes', 'from': 'Hougang Central Interchange', 'name': 'Svc 107 (Hougang Central Interchange → Shenton Way Terminal)', 'network': 'SBS', 'network:wikidata': 'Q2661305', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '107', 'route': 'bus', 'to': 'Shenton Way Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Serangoon Interchange', 'name': 'Svc 109 (Serangoon Interchange → Changi Village Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '109', 'route': 'bus', 'to': 'Changi Village Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'distance': '21.4', 'duration': '80', 'fee': 'yes', 'from': 'Bukit Batok Interchange', 'name': 'Svc 106 (Bukit Batok Interchange → Shenton Way Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '106', 'roundtrip': 'no', 'route': 'bus', 'to': 'Shenton Way Terminal', 'type': 'route', 'website': 'https://towertransit.sg/', 'wheelchair': 'yes'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Ghim Moh Terminal', 'name': 'Svc 111 (Roundtrip from Ghim Moh Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '111', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Ghim Moh Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Hougang Central Interchange', 'name': 'Svc 112 (Roundtrip from Hougang Central Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '112', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Hougang Central Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Hougang Central Interchange', 'name': 'Svc 113 (Roundtrip from Hougang Central Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '113', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Hougang Central Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Kovan Hub', 'name': 'Svc 115 (Roundtrip from Kovan Hub)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '115', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Kovan Hub', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Punggol Temporary Interchange', 'name': 'Svc 119 (Roundtrip from Punggol Temporary Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '119', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Punggol Temporary Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Merah Interchange', 'name': 'Svc 123 (Bukit Merah Interchange → Beach Station Bus Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '123', 'route': 'bus', 'to': 'Beach Station Bus Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': \"Saint Michael's Terminal\", 'name': \"Svc 124 (Saint Michael's Terminal → HarbourFront Interchange)\", 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '124', 'route': 'bus', 'to': 'HarbourFront Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': \"Saint Michael's Terminal\", 'name': \"Svc 125 (Roundtrip from Saint Michael's Terminal)\", 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '125', 'roundtrip': 'yes', 'route': 'bus', 'to': \"Saint Michael's Terminal\", 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Ang Mo Kio Interchange', 'name': 'Svc 130 (Ang Mo Kio Interchange → Shenton Way Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '130', 'route': 'bus', 'to': 'Shenton Way Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': \"Saint Michael's Terminal\", 'name': \"Svc 131 (Saint Michael's Terminal → Bukit Merah Interchange)\", 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'opening_hours': 'Mo-Su; PH 05:45-00:10', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '131', 'route': 'bus', 'to': 'Bukit Merah Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Hougang Central Interchange', 'name': 'Svc 132 (Hougang Central Interchange → Bukit Merah Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '132', 'route': 'bus', 'to': 'Bukit Merah Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Ang Mo Kio Interchange', 'name': 'Svc 133 (Ang Mo Kio Interchange → Shenton Way Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '133', 'route': 'bus', 'to': 'Shenton Way Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Ang Mo Kio Interchange', 'name': 'Svc 135 (Ang Mo Kio Interchange → Kembangan Station)', 'network': 'SBS', 'network:wikidata': 'Q2661305', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '135', 'route': 'bus', 'to': 'Kembangan Station', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Ang Mo Kio Interchange', 'name': 'Svc 136 (Ang Mo Kio Interchange → Punggol Temporary Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '136', 'route': 'bus', 'to': 'Punggol Temporary Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Ang Mo Kio Interchange', 'name': 'Svc 138 (Roundtrip from Ang Mo Kio Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '138', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Ang Mo Kio Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Toa Payoh Interchange', 'name': 'Svc 139 (Toa Payoh Interchange → Bukit Merah Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '139', 'route': 'bus', 'to': 'Bukit Merah Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Toa Payoh Interchange', 'name': 'Svc 142 (Roundtrip from Toa Payoh Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '142', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Toa Payoh Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Toa Payoh Interchange', 'name': 'Svc 143 (Toa Payoh Interchange → Jurong East Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '143', 'route': 'bus', 'to': 'Jurong East Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Toa Payoh Interchange', 'name': 'Svc 145 (Toa Payoh Interchange → Buona Vista Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '145', 'route': 'bus', 'to': 'Buona Vista Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Hougang Central Interchange', 'name': 'Svc 147 (Hougang Central Interchange → Clementi Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '147', 'route': 'bus', 'to': 'Clementi Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Hougang Central Interchange', 'name': 'Svc 151 (Hougang Central Interchange → Kent Ridge Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '151', 'route': 'bus', 'to': 'Kent Ridge Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Merah Interchange', 'name': 'Svc 153 (Bukit Merah Interchange → Hougang Central Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '153', 'route': 'bus', 'to': 'Hougang Central Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Boon Lay Interchange', 'name': 'Svc 154 (Boon Lay Interchange → Eunos Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '154', 'route': 'bus', 'to': 'Eunos Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'distance': '21.2', 'fee': 'yes', 'from': 'Toa Payoh Interchange', 'name': 'Svc 155 (Toa Payoh Interchange → Bedok Interchange)', 'network': 'SBS', 'network:wikidata': 'Q2661305', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '155', 'route': 'bus', 'to': 'Bedok Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Sengkang Interchange', 'name': 'Svc 156 (Sengkang Interchange → Clementi Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '156', 'route': 'bus', 'to': 'Clementi Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Toa Payoh Interchange', 'name': 'Svc 157 (Toa Payoh Interchange → Boon Lay Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '157', 'route': 'bus', 'to': 'Boon Lay Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Serangoon Interchange', 'name': 'Svc 158 (Roundtrip from Serangoon Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '158', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Serangoon Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Sengkang Interchange', 'name': 'Svc 159 (Sengkang Interchange → Toa Payoh Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '159', 'route': 'bus', 'to': 'Toa Payoh Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Jurong East Interchange', 'name': 'Svc 160 (Roundtrip from Jurong East Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '160', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Jurong East Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Hougang Central Interchange', 'name': 'Svc 161 (Hougang Central Interchange → Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '161', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yio Chu Kang Interchange', 'name': 'Svc 162 (Yio Chu Kang Interchange → Shenton Way Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '162', 'route': 'bus', 'to': 'Shenton Way Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Sengkang Interchange', 'name': 'Svc 163 (Sengkang Interchange → Toa Payoh Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '163', 'route': 'bus', 'to': 'Toa Payoh Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'distance': '24.6', 'fee': 'yes', 'from': 'Hougang Central Interchange', 'name': 'Svc 165 (Hougang Central Interchange → Clementi Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'opening_hours': 'Mo-Su 05:30-23:20', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '165', 'route': 'bus', 'to': 'Clementi Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Ang Mo Kio Interchange', 'name': 'Svc 166 (Ang Mo Kio Interchange → Clementi Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '166', 'route': 'bus', 'to': 'Clementi Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Sembawang Interchange', 'name': 'Svc 167 (Sembawang Interchange → Bukit Merah Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '167', 'route': 'bus', 'to': 'Bukit Merah Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 168 (Bedok Interchange → Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '168', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 169 (Woodlands Interchange → Ang Mo Kio Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '169', 'route': 'bus', 'to': 'Ang Mo Kio Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Queen Street Terminal', 'name': 'Svc 170 (Queen Street Terminal → Larkin Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '170', 'route': 'bus', 'to': 'Larkin Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yishun Interchange', 'name': 'Svc 171 (Roundtrip from Yishun Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '171', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Yishun Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Choa Chu Kang Interchange', 'name': 'Svc 172 (Choa Chu Kang Interchange → Boon Lay Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '172', 'route': 'bus', 'to': 'Boon Lay Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Batok Interchange', 'name': 'Svc 173 (Roundtrip from Bukit Batok Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '173', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bukit Batok Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'distance': '28.9', 'duration': '116', 'fee': 'yes', 'from': 'Boon Lay Interchange', 'name': 'Svc 174 (Boon Lay Interchange → Kampong Bahru Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '174', 'roundtrip': 'no', 'route': 'bus', 'to': 'Kampong Bahru Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/', 'wheelchair': 'yes'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Clementi Interchange', 'name': 'Svc 175 (Clementi Interchange → Lorong 1 Geylang Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '175', 'route': 'bus', 'to': 'Lorong 1 Geylang Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Panjang Interchange', 'name': 'Svc 176 (Bukit Panjang Interchange → Bukit Merah Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '176', 'route': 'bus', 'to': 'Bukit Merah Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Batok Interchange', 'name': 'Svc 177 (Roundtrip from Bukit Batok Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '177', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bukit Batok Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 178 (Woodlands Interchange → Boon Lay Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '178', 'route': 'bus', 'to': 'Boon Lay Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Boon Lay Interchange', 'name': 'Svc 179 (Roundtrip from Boon Lay Interchange)', 'name:en': 'Svc 179 (Roundtrip from Boon Lay Interchange)', 'network': 'SBS', 'network:wikidata': 'Q2661305', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '179', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Boon Lay Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Boon Lay Interchange', 'name': 'Svc 180 (Roundtrip from Boon Lay Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '180', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Boon Lay Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Boon Lay Interchange', 'name': 'Svc 181 (Roundtrip from Boon Lay Interchange)', 'network': 'SBS', 'network:wikidata': 'Q2661305', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '181', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Boon Lay Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Joo Koon Interchange', 'name': 'Svc 182 (Roundtrip from Joo Koon Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '182', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Joo Koon Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Jurong East Interchange', 'name': 'Svc 183 (Roundtrip from Jurong East Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '183', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Jurong East Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Gali Batu Terminal', 'name': 'Svc 184 (Roundtrip from Gali Batu Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'opening_hours': 'Mo-Fr 05:36-23:01; Sa-Su 05:51-23:01', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '184', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Gali Batu Terminal', 'type': 'route', 'website': 'https://www.smrt.com.sg/', 'wheelchair': 'yes'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Soon Lee Bus Park', 'name': 'Svc 185 (Soon Lee Bus Park → Buona Vista Terminal)', 'network': 'SBS', 'network:wikidata': 'Q2661305', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '185', 'route': 'bus', 'to': 'Buona Vista Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Shenton Way Terminal', 'name': \"Svc 186 (Shenton Way Terminal → Saint Michael's Terminal)\", 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '186', 'route': 'bus', 'to': \"Saint Michael's Terminal\", 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 187 (Woodlands Interchange → Boon Lay Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '187', 'route': 'bus', 'to': 'Boon Lay Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Choa Chu Kang Interchange', 'name': 'Svc 188 (Choa Chu Kang Interchange → HarbourFront Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '188', 'route': 'bus', 'to': 'HarbourFront Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Batok Interchange', 'name': 'Svc 189 (Roundtrip from Bukit Batok Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '189', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bukit Batok Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'duration': '73', 'fee': 'yes', 'from': 'Choa Chu Kang Interchange', 'name': 'Svc 190 (Choa Chu Kang Interchange → Kampong Bahru Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '190', 'roundtrip': 'no', 'route': 'bus', 'to': 'Kampong Bahru Terminal', 'type': 'route', 'website': 'https://www.smrt.com.sg/', 'wheelchair': 'yes'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Buona Vista Terminal', 'name': 'Svc 191 (Roundtrip from Buona Vista Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '191', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Buona Vista Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Boon Lay Interchange', 'name': 'Svc 192 (Boon Lay Interchange → Tuas Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '192', 'route': 'bus', 'to': 'Tuas Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Boon Lay Interchange', 'name': 'Svc 193 (Boon Lay Interchange → Tuas Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '193', 'route': 'bus', 'to': 'Tuas Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Boon Lay Interchange', 'name': 'Svc 194 (Boon Lay Interchange → Opposite Jurong Bird Park)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '194', 'route': 'bus', 'to': 'Opposite Jurong Bird Park', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Marina Centre Terminal', 'name': 'Svc 195 (Roundtrip from Marina Centre Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '195', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Marina Centre Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/', 'wheelchair': 'yes'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 196 (Bedok Interchange → Clementi Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '196', 'route': 'bus', 'to': 'Clementi Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 197 (Bedok Interchange → Jurong East Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '197', 'route': 'bus', 'to': 'Jurong East Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Boon Lay Interchange', 'name': 'Svc 198 (Boon Lay Interchange → Bukit Merah Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '198', 'route': 'bus', 'to': 'Bukit Merah Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Boon Lay Interchange', 'name': 'Svc 199 (Roundtrip from Boon Lay Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '199', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Boon Lay Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Buona Vista Terminal', 'name': 'Svc 200 (Buona Vista Terminal → Blk 46)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '200', 'route': 'bus', 'to': 'Blk 46', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'disused:route': 'train', 'name': 'KTM Intercity (Gemas-JB)', 'network': 'KTM Intercity', 'operator': 'KTM', 'ref': '1/2', 'type': 'route'}\n", - "{'name': 'Sekupang-HarbourFront', 'route': 'ferry', 'type': 'route'}\n", - "{'colour': '#748477', 'description': 'Bukit Panjang Light Rapid Transit Clockwise service A', 'duration': '00:30', 'from': 'Choa Chu Kang', 'local_ref': 'A', 'name': 'LRT Bukit Panjang Line A', 'name:en': 'LRT Bukit Panjang Line (Clockwise)', 'network': 'Singapore Rail', 'official_ref': 'Bukit Panjang LRT', 'operator': 'SMRT Trains', 'public_transport:version': '2', 'ref': 'BPLRT', 'roundtrip': 'yes', 'route': 'monorail', 'to': 'Choa Chu Kang', 'type': 'route'}\n", - "{'name': 'Singapore Polytechnic Pedestrian route', 'type': 'route'}\n", - "{'name': 'Singapore Polytechnic Driveway Route', 'type': 'route'}\n", - "{'mtb:type': 'crosscountry', 'name': 'Chestnut Trail', 'route': 'mtb', 'type': 'route'}\n", - "{'mtb:type': 'crosscountry', 'name': 'Gangsa Trail', 'route': 'mtb', 'type': 'route'}\n", - "{'name': 'Park Connector Network', 'network': 'lcn', 'ref': 'PCN', 'route': 'bicycle', 'type': 'route'}\n", - "{'mtb:type': 'crosscountry', 'name': 'Gangsa Loop', 'route': 'mtb', 'type': 'route'}\n", - "{'colour': '#FF9A00', 'from': 'Marina Bay', 'name': 'MRT Circle Line (HarbourFront --> Marina Bay --> Promenade --> HarbourFront)', 'name:en': 'MRT Circle Line (HarbourFront --> Marina Bay --> Promenade --> HarbourFront)', 'name:zh': '环线(滨海湾至港湾)', 'network': 'Singapore Rail', 'operator': 'SMRT Trains', 'public_transport:version': '2', 'ref': 'CCL', 'roundtrip': 'yes', 'route': 'subway', 'to': 'HarbourFront', 'type': 'route', 'via': 'Promenade', 'wheelchair': 'yes', 'wikidata': 'Q2154003', 'wikipedia': 'en:Circle MRT line'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Gali Batu Terminal', 'name': 'Svc 75 (Gali Batu Terminal → Marina Centre Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '75', 'route': 'bus', 'to': 'Marina Centre Terminal', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'distance': '23.2', 'fee': 'yes', 'from': 'Yishun Interchange', 'name': 'Svc 852 (Yishun Interchange → Bukit Batok Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'opening_hours': 'Mo-Sa 05:20-23:30; Su 05:30-23:30', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '852', 'route': 'bus', 'to': 'Bukit Batok Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Panjang Interchange', 'name': 'Svc 970 (Bukit Panjang Interchange → Opposite MAS Building)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '970', 'route': 'bus', 'to': 'Opposite MAS Building', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Choa Chu Kang Interchange', 'name': 'Svc 985 (Choa Chu Kang Interchange → Lorong 1 Geylang Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '985', 'route': 'bus', 'to': 'Lorong 1 Geylang Terminal', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 963 (Woodlands Interchange → HarbourFront Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '963', 'route': 'bus', 'to': 'HarbourFront Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Toa Payoh Interchange', 'name': 'Svc 231 (Roundtrip from Toa Payoh Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '231', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Toa Payoh Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Toa Payoh Interchange', 'name': 'Svc 235 (Roundtrip from Toa Payoh Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '235', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Toa Payoh Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Toa Payoh Interchange', 'name': 'Svc 232 (Roundtrip from Toa Payoh Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '232', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Toa Payoh Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'name': 'NUS Svc A1', 'network': 'NUS ISB', 'public_transport:version': '2', 'ref': 'A1', 'route': 'bus', 'type': 'route'}\n", - "{'name': 'NUS Svc A2', 'network': 'NUS ISB', 'public_transport:version': '2', 'ref': 'A2', 'route': 'bus', 'type': 'route'}\n", - "{'name': 'NUS Svc L', 'network': 'NUS ISB', 'public_transport:version': '2', 'ref': 'L', 'route': 'bus', 'type': 'route'}\n", - "{'mtb:type': 'crosscountry', 'name': 'Simpang Paths', 'route': 'hiking', 'type': 'route'}\n", - "{'colour': '#9016b2', 'from': 'HarbourFront', 'name': 'MRT North East Line (Harbourfront --> Punggol)', 'network': 'Singapore Rail', 'operator': 'SBS Transit', 'public_transport:version': '2', 'ref': 'NEL', 'route': 'subway', 'to': 'Punggol', 'type': 'route', 'wheelchair': 'yes', 'wikidata': 'Q1725116', 'wikipedia': 'en:North East MRT line'}\n", - "{'colour': '#009530', 'description': 'West-bound (Towards Tuas Link)', 'from': 'Pasir Ris', 'name': 'MRT East-West Line (Pasir Ris --> Tuas Link)', 'network': 'Singapore Rail', 'operator': 'SMRT Trains', 'public_transport:version': '2', 'ref': 'EWL', 'route': 'subway', 'to': 'Tuas Link', 'type': 'route', 'wikidata': 'Q1895425', 'wikipedia': 'en:East West MRT line'}\n", - "{'colour': '#dc241f', 'description': 'South-bound (Towards Marina Bay)', 'from': 'Jurong East', 'name': 'MRT North-South Line (Jurong East --> Marina South Pier)', 'name:en': 'MRT North-South Line (Jurong East --> Marina South Pier)', 'name:zh': '南北线', 'network': 'Singapore Rail', 'operator': 'SMRT Trains', 'public_transport:version': '2', 'ref': 'NSL', 'route': 'subway', 'to': 'Marina Bay', 'type': 'route', 'via': 'Woodlands;Yishun;Ang Mo Kio', 'wikidata': 'Q759229', 'wikipedia': 'en:North South MRT line'}\n", - "{'colour': '#748477', 'description': 'Punggol Light Rapid Transit (West Loop) Clockwise service D', 'name': 'LRT Punggol Line (West Loop)', 'network': 'Singapore Rail', 'official_ref': 'Punggol LRT', 'operator': 'SBS Transit', 'public_transport:version': '2', 'ref': 'PGLRT', 'roundtrip': 'yes', 'route': 'monorail', 'type': 'route'}\n", - "{'colour': '#748477', 'description': 'Sengkang Light Rapid Transit (East) Clockwise', 'duration': '00:15', 'name': 'LRT Sengkang Line (East Loop)', 'network': 'Singapore Rail', 'official_ref': 'Sengkang LRT', 'operator': 'SBS Transit', 'public_transport:version': '2', 'ref': 'SKLRT', 'roundtrip': 'yes', 'route': 'monorail', 'type': 'route'}\n", - "{'colour': '#0354a6', 'from': 'Bukit Panjang', 'name': 'MRT Downtown Line (Bukit Panjang --> Expo)', 'name:en': 'MRT Downtown Line (Bukit Panjang --> Expo)', 'name:zh': '滨海市区线(武吉班让至博览)', 'network': 'Singapore Rail', 'operator': 'SBS Transit', 'public_transport:version': '2', 'ref': 'DTL', 'route': 'subway', 'to': 'Expo', 'type': 'route', 'wheelchair': 'yes', 'wikidata': 'Q1663943', 'wikipedia': 'en:Downtown MRT line'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Changi Village Terminal', 'name': 'Svc 2 (Changi Village Terminal → Kampong Bahru Terminal)', 'name:en': 'Svc 2 (Changi Village Terminal → Kampong Bahru Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '2', 'roundtrip': 'no', 'route': 'bus', 'to': 'Kampong Bahru Terminal', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 30 (Bedok Interchange → Boon Lay Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '30', 'route': 'bus', 'to': 'Boon Lay Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Jurong East Interchange', 'name': 'Svc 333 (Roundtrip from Jurong East Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '333', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Jurong East Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Jurong East Interchange', 'name': 'Svc 334 (Roundtrip from Jurong East Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '334', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Jurong East Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Jurong East Interchange', 'name': 'Svc 335 (Roundtrip from Jurong East Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '335', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Jurong East Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'name': 'NUS Svc K', 'network': 'NUS ISB', 'public_transport:version': '2', 'ref': 'K', 'route': 'bus', 'type': 'route'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Boon Lay Interchange', 'name': 'Svc 240 (Roundtrip from Boon Lay Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '240', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Boon Lay Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Boon Lay Interchange', 'name': 'Svc 241 (Roundtrip from Boon Lay Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '241', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Boon Lay Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Boon Lay Interchange', 'name': 'Svc 242 (Roundtrip from Boon Lay Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '242', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Boon Lay Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Boon Lay Interchange', 'name': 'Svc 243W (Roundtrip from Boon Lay Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '243W', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Boon Lay Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Boon Lay Interchange', 'name': 'Svc 246 (Roundtrip from Boon Lay Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '246', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Boon Lay Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Boon Lay Interchange', 'name': 'Svc 249 (Roundtrip from Boon Lay Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '249', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Boon Lay Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Boon Lay Interchange', 'name': 'Svc 252 (Roundtrip from Boon Lay Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '252', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Boon Lay Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 16 (Bedok Interchange → Bukit Merah Interchange)', 'name:en': 'Svc 16 (Bedok Interchange → Bukit Merah Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '16', 'route': 'bus', 'to': 'Bukit Merah Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Temporary Interchange', 'name': 'Svc 950 (Roundtrip from Woodlands Temporary Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '950', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Woodlands Temporary Interchange', 'type': 'route', 'via': 'Jalan Sultan Iskandar CIQ', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'distance': '8.8', 'fee': 'yes', 'from': 'Punggol Temporary Interchange', 'name': 'Svc 84 (Roundtrip from Punggol Temporary Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'opening_hours': 'Mu-Su 0530-0035', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '84', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Punggol Temporary Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/', 'wheelchair': 'yes'}\n", - "{'direction': '1', 'from': 'Ang Mo Kio Depot', 'name': 'Svc 128 (Ang Mo Kio Depot => Shenton Way Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'operator': '1', 'public_transport:version': '2', 'ref': '128', 'route': 'bus', 'to': 'Shenton Way Terminal', 'type': 'route'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 222 (Roundtrip from Bedok Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '222', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bedok Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 228 (Roundtrip from Bedok Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '228', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bedok Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 229 (Roundtrip from Bedok Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '229', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bedok Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Toa Payoh Interchange', 'name': 'Svc 238 (Roundtrip from Toa Payoh Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '238', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Toa Payoh Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Joo Koon Interchange', 'name': 'Svc 254 (Roundtrip from Joo Koon Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '254', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Joo Koon Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Joo Koon Interchange', 'name': 'Svc 255 (Roundtrip from Joo Koon Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '255', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Joo Koon Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Joo Koon Interchange', 'name': 'Svc 257 (Roundtrip from Joo Koon Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '257', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Joo Koon Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Ang Mo Kio Interchange', 'name': 'Svc 261 (Roundtrip from Ang Mo Kio Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '261', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Ang Mo Kio Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Ang Mo Kio Interchange', 'name': 'Svc 262 (Roundtrip from Ang Mo Kio Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '262', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Ang Mo Kio Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Ang Mo Kio Depot', 'name': 'Svc 265 (Roundtrip from Ang Mo Kio Depot)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '265', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Ang Mo Kio Depot', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Ang Mo Kio Depot', 'name': 'Svc 268 (Roundtrip from Ang Mo Kio Depot)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '268', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Ang Mo Kio Depot', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Ang Mo Kio Interchange', 'name': 'Svc 269 (Roundtrip from Ang Mo Kio Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '269', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Ang Mo Kio Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Merah Interchange', 'name': 'Svc 272 (Roundtrip from Bukit Merah Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '272', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bukit Merah Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Merah Interchange', 'name': 'Svc 273 (Roundtrip from Bukit Merah Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '273', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bukit Merah Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'name': 'Svc 275', 'network': 'Land Transport Authority', 'operator': '1', 'public_transport:version': '1', 'ref': 'null', 'route': 'bus', 'type': 'route'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Clementi Interchange', 'name': 'Svc 282 (Roundtrip from Clementi Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '282', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Clementi Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Clementi Interchange', 'name': 'Svc 284 (Roundtrip from Clementi Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '284', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Clementi Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Clementi Interchange', 'name': 'Svc 285 (Roundtrip from Clementi Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '285', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Clementi Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Tampines Interchange', 'name': 'Svc 291 (Roundtrip from Tampines Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '291', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Tampines Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Tampines Interchange', 'name': 'Svc 292 (Roundtrip from Tampines Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '292', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Tampines Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Tampines Interchange', 'name': 'Svc 293 (Roundtrip from Tampines Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '293', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Tampines Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Choa Chu Kang Interchange', 'name': 'Svc 300 (Roundtrip from Choa Chu Kang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '300', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Choa Chu Kang Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Choa Chu Kang Interchange', 'name': 'Svc 302 (Roundtrip from Choa Chu Kang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '302', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Choa Chu Kang Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Choa Chu Kang Interchange', 'name': 'Svc 307 (Roundtrip from Choa Chu Kang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '307', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Choa Chu Kang Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Serangoon Interchange', 'name': 'Svc 315 (Roundtrip from Serangoon Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '315', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Serangoon Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Serangoon Interchange', 'name': 'Svc 317 (Roundtrip from Serangoon Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '317', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Serangoon Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Hougang Central Interchange', 'name': 'Svc 325 (Roundtrip from Hougang Central Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '325', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Hougang Central Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Pasir Ris Interchange', 'name': 'Svc 354 (Roundtrip from Pasir Ris Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '354', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Pasir Ris Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Pasir Ris Interchange', 'name': 'Svc 358 (Roundtrip from Pasir Ris Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '358', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Pasir Ris Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Pasir Ris Interchange', 'name': 'Svc 359 (Roundtrip from Pasir Ris Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '359', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Pasir Ris Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Sengkang Interchange', 'name': 'Svc 372 (Roundtrip from Sengkang Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '372', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Sengkang Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'distance': '11.3', 'fee': 'yes', 'from': 'Shenton Way Terminal', 'name': 'Svc 400 (Roundtrip from Shenton Way Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '400', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Shenton Way Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/', 'wheelchair': 'yes'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 401 (Roundtrip from Bedok Interchange)', 'name:en': 'Svc 401 (Roundtrip from Bedok Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '401', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bedok Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'name': 'NUS Svc D1', 'network': 'NUS ISB', 'public_transport:version': '2', 'ref': 'D1', 'route': 'bus', 'type': 'route'}\n", - "{'name': 'NUS Svc D2', 'network': 'NUS ISB', 'public_transport:version': '2', 'ref': 'D2', 'route': 'bus', 'type': 'route'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Pasir Ris Interchange', 'name': 'Svc 403 (Roundtrip from Pasir Ris Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '403', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Pasir Ris Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Boon Lay Interchange', 'name': 'Svc 405 (Roundtrip from Boon Lay Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '405', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Boon Lay Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 900 (Roundtrip from Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '900', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 901 (Roundtrip from Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '901', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 902 (Woodlands Interchange → Republic Polytechnic)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '902', 'route': 'bus', 'to': 'Republic Polytechnic', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 903 (Roundtrip from Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '903', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 911 (Roundtrip from Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '911', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 912 (Roundtrip from Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '912', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Panjang Interchange', 'name': 'Svc 920 (Roundtrip from Bukit Panjang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '920', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bukit Panjang Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Temporary Interchange', 'name': 'Svc 925 (Woodlands Temporary Interchange → Choa Chu Kang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '925', 'route': 'bus', 'to': 'Choa Chu Kang Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 926 (Roundtrip from Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '926', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Choa Chu Kang Interchange', 'name': 'Svc 927 (Roundtrip from Choa Chu Kang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '927', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Choa Chu Kang Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Batok Interchange', 'name': 'Svc 941 (Roundtrip from Bukit Batok Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '941', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bukit Batok Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Batok Interchange', 'name': 'Svc 945 (Roundtrip from Bukit Batok Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '945', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bukit Batok Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Batok Interchange', 'name': 'Svc 947 (Roundtrip from Bukit Batok Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '947', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bukit Batok Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 960 (Woodlands Interchange → Marina Centre Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '960', 'route': 'bus', 'to': 'Marina Centre Terminal', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 962 (Roundtrip from Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '962', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 964 (Roundtrip from Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '964', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Temporary Interchange', 'name': 'Svc 965 (Roundtrip from Woodlands Temporary Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '965', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Woodlands Temporary Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 966 (Roundtrip from Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '966', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 969 (Woodlands Interchange → Tampines Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '969', 'route': 'bus', 'to': 'Tampines Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Panjang Interchange', 'name': 'Svc 975 (Roundtrip from Bukit Panjang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '975', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bukit Panjang Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Sembawang Interchange', 'name': 'Svc 980 (Sembawang Interchange → Lorong 1 Geylang Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '980', 'route': 'bus', 'to': 'Lorong 1 Geylang Terminal', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Sembawang Interchange', 'name': 'Svc 981 (Sembawang Interchange → Before Senoko Drive)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '981', 'route': 'bus', 'to': 'Before Senoko Drive', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 913 (Roundtrip from Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '913', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'duration': '00:08', 'from': 'VivoCity', 'name': 'Sentosa Express', 'name:en': 'Sentosa Express', 'name:ta': 'செந்தோசா எக்ஸ்பிரஸ்', 'name:zh': '圣淘沙捷运', 'network': 'Sentosa', 'operator': 'Sentosa Development Corporation', 'public_transport:version': '2', 'ref': 'Sentosa Express', 'route': 'monorail', 'to': 'Beach', 'type': 'route'}\n", - "{'name': 'Sentosa Beach Tram', 'network': 'Sentosa', 'operator': 'Sentosa', 'ref': 'Beach Tram', 'route': 'tram', 'type': 'route'}\n", - "{'description': 'Singapore Cable Car', 'from': 'Mount Faber', 'name': 'Singapore Cable Car', 'operator': 'Singapore Cable Car', 'ref': 'Singapore Cable Car', 'route': 'aerialway', 'to': 'Imbian', 'type': 'route'}\n", - "{'direction': '1', 'name': 'Svc 761', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'operator': '1', 'public_transport:version': '2', 'ref': '761', 'route': 'bus', 'type': 'route'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yishun Interchange', 'name': 'Svc 800 (Roundtrip from Yishun Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '800', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Yishun Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yishun Interchange', 'name': 'Svc 804 (Roundtrip from Yishun Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '804', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Yishun Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yishun Interchange', 'name': 'Svc 806 (Roundtrip from Yishun Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '806', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Yishun Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yishun Interchange', 'name': 'Svc 811 (Roundtrip from Yishun Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '811', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Yishun Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yishun Interchange', 'name': 'Svc 812 (Roundtrip from Yishun Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '812', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Yishun Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yio Chu Kang Interchange', 'name': 'Svc 825 (Roundtrip from Yio Chu Kang Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '825', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Yio Chu Kang Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yishun Interchange', 'name': 'Svc 851 (Yishun Interchange → Bukit Merah Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '851', 'route': 'bus', 'to': 'Bukit Merah Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'distance': '19.8', 'fee': 'yes', 'from': 'Yishun Interchange', 'name': 'Svc 853 (Yishun Interchange → Lorong 1 Geylang Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'opening_hours': 'Mo-Sa 05:40-23:30', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '853', 'route': 'bus', 'to': 'Lorong 1 Geylang Terminal', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'distance': '22.2', 'fee': 'yes', 'from': 'Yishun Interchange', 'name': 'Svc 854 (Yishun Interchange → Bedok Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'opening_hours': 'Mo-Su 05:35-23:40', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '854', 'route': 'bus', 'to': 'Bedok Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yishun Interchange', 'name': 'Svc 855 (Yishun Interchange → HarbourFront Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '855', 'route': 'bus', 'to': 'HarbourFront Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yishun Interchange', 'name': 'Svc 856 (Yishun Interchange → Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '856', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yishun Interchange', 'name': 'Svc 857 (Roundtrip from Yishun Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '857', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Yishun Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 858 (Roundtrip from Woodlands Interchange)', 'name:en': 'Svc 858 (Roundtrip from Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '858', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Sembawang Interchange', 'name': 'Svc 859 (Roundtrip from Sembawang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '859', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Sembawang Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Sembawang Interchange', 'name': 'Svc 882 (Roundtrip from Sembawang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '882', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Sembawang Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Temporary Interchange', 'name': 'Svc 961M (Woodlands Temporary Interchange → Lorong 1 Geylang Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'opening_hours': 'Su,PH', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '961M', 'roundtrip': 'no', 'route': 'bus', 'to': 'Lorong 1 Geylang Terminal', 'type': 'route', 'website': 'https://www.smrt.com.sg/', 'wheelchair': 'yes'}\n", - "{'direction': '1', 'distance': '26.8', 'fee': 'yes', 'from': 'Hougang Central Interchange', 'name': 'Svc 107M (Roundtrip from Hougang Central Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '107M', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Hougang Central Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'HarbourFront Interchange', 'name': 'Svc 123M (Roundtrip from HarbourFront Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '123M', 'roundtrip': 'yes', 'route': 'bus', 'to': 'HarbourFront Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'distance': '5.6', 'fee': 'yes', 'from': 'Sengkang Interchange', 'name': 'Svc 163A (Sengkang Interchange → Before Sengkang West Road)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'opening_hours': 'Mo-Su 23:46-00:35', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '163A', 'route': 'bus', 'to': 'Before Sengkang West Road', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Eunos Interchange', 'name': 'Svc 63M (Roundtrip from Eunos Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '63M', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Eunos Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Jurong East Interchange', 'name': 'Svc 98M (Roundtrip from Jurong East Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '98M', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Jurong East Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 900A (Roundtrip from Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '900A', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'colour': '#734538', 'from': 'Woodlands North', 'name': 'MRT Thomson–East Coast Line (Woodlands North→Caldecott)', 'name:en': 'MRT Thomson–East Coast Line (Woodlands North→Caldecott)', 'name:zh': '汤申-东海岸线(兀兰北→加利谷)', 'network': 'Singapore Rail', 'note': 'As of 28 August', 'operator': 'SMRT', 'public_transport:version': '2', 'ref': 'TEL', 'route': 'subway', 'to': 'Caldecott', 'type': 'route', 'wheelchair': 'yes', 'wikidata': 'Q7795883', 'wikipedia': 'en:Thomson–East Coast MRT line'}\n", - "{'direction': '1', 'distance': '29.6', 'fee': 'yes', 'from': 'Yio Chu Kang Interchange', 'name': 'Svc 860 (Roundtrip from Yio Chu Kang Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'opening_hours': 'Mo-Su 05:30-22:40', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '860', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Yio Chu Kang Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/', 'wheelchair': 'yes'}\n", - "{'direction': '2', 'distance': '9.0', 'fee': 'yes', 'from': 'Bukit Panjang Interchange', 'name': 'Svc 976 (Bukit Panjang Interchange → Choa Chu Kang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'opening_hours': 'Mo-Su 05:50-00:50', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '976', 'route': 'bus', 'to': 'Choa Chu Kang Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Hougang Central Interchange', 'name': 'Svc 116 (Roundtrip from Hougang Central Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '116', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Hougang Central Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'name': 'Campus Loop - Red', 'network': 'local', 'public_transport:version': '2', 'ref': 'CL-R', 'route': 'bus', 'type': 'route'}\n", - "{'name': 'Campus Loop - Blue', 'network': 'local', 'operator': 'NTU', 'public_transport:version': '2', 'ref': 'CL-B', 'route': 'bus', 'type': 'route'}\n", - "{'name': 'Campus Loop - Red', 'network': 'NTU', 'ref': 'CL-R', 'route': 'bus', 'type': 'route'}\n", - "{'name': 'Campus Rider', 'network': 'local', 'public_transport:version': '1', 'ref': 'CR', 'route': 'bus', 'type': 'route'}\n", - "{'fee': 'no', 'interval': '00:10:00', 'name': 'Sentosa Bus A', 'network': 'Sentosa', 'opening_hours': 'Mo-SU 7:00-00:10', 'operator': 'Sentosa', 'public_transport:version': '2', 'ref': 'Bus A', 'roundtrip': 'yes', 'route': 'bus', 'type': 'route'}\n", - "{'name': 'Sentosa Bus B', 'network': 'Sentosa', 'operator': 'Sentosa', 'ref': 'Bus B', 'route': 'bus', 'type': 'route'}\n", - "{'direction': '1', 'name': 'Svc 529', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'operator': '1', 'ref': '529', 'route': 'bus', 'type': 'route'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yio Chu Kang Interchange', 'name': 'Svc 70M (Roundtrip from Yio Chu Kang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '70M', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Yio Chu Kang Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Panjang Interchange', 'name': 'Svc 922 (Roundtrip from Bukit Panjang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '922', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bukit Panjang Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bishan Interchange', 'name': 'Svc 50 (Bishan Interchange → Punggol Temporary Interchange)', 'name:en': 'Svc 50 (Bishan Interchange → Punggol Temporary Interchange)', 'network': 'SBS', 'network:wikidata': 'Q2661305', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '50', 'route': 'bus', 'to': 'Punggol Temporary Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yio Chu Kang Interchange', 'name': 'Svc 162M (Roundtrip from Yio Chu Kang Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '162M', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Yio Chu Kang Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Soon Lee Bus Park', 'name': 'Svc 502A (Soon Lee Bus Park → Downtown Station)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '502A', 'route': 'bus', 'to': 'Downtown Station', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/', 'wheelchair': 'yes'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Jurong East Interchange', 'name': 'Svc 506 (Jurong East Interchange → Serangoon Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '506', 'route': 'bus', 'to': 'Serangoon Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Hub Synergy Point', 'name': 'Svc 513 (Hub Synergy Point → Opposite Darul Ghufran Mosque)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '513', 'route': 'bus', 'to': 'Opposite Darul Ghufran Mosque', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'distance': '59.6', 'duration': '155', 'fee': 'yes', 'from': 'Pasir Ris Interchange', 'name': 'Svc 518 (Roundtrip from Pasir Ris Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '518', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Pasir Ris Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/', 'wheelchair': 'yes'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Pasir Ris Interchange', 'name': 'Svc 518A (Pasir Ris Interchange → Bayfront Station Exit A)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '518A', 'route': 'bus', 'to': 'Bayfront Station Exit A', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Damai Station Exit A', 'name': 'Svc 666 (Damai Station Exit A → Marina Bay Financial Centre)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '666', 'route': 'bus', 'to': 'Marina Bay Financial Centre', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Lorong 1 Geylang Terminal', 'name': 'Svc 141 (Lorong 1 Geylang Terminal → Toa Payoh Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '141', 'route': 'bus', 'to': 'Toa Payoh Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Tampines Interchange', 'name': 'Svc 20 (Roundtrip from Tampines Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '20', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Tampines Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Kampong Bahru Terminal', 'name': 'Svc 120 (Roundtrip from Kampong Bahru Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '120', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Kampong Bahru Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Tampines Interchange', 'name': 'Svc 4 (Roundtrip from Tampines Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '4', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Tampines Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Blk 432C', 'name': 'Svc 850E (Blk 432C → Opposite MAS Building)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '850E', 'route': 'bus', 'to': 'Opposite MAS Building', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Opposite Blk 489A', 'name': 'Svc 982E (Opposite Blk 489A → Marina Bay Financial Centre)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '982E', 'route': 'bus', 'to': 'Marina Bay Financial Centre', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 904 (Roundtrip from Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '904', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Blk 875', 'name': 'Svc 951E (Blk 875 → Opposite MAS Building)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '951E', 'route': 'bus', 'to': 'Opposite MAS Building', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Opposite Sun Plaza', 'name': 'Svc 962B (Opposite Sun Plaza → Sun Plaza/Sembawang Station)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '962B', 'route': 'bus', 'to': 'Sun Plaza/Sembawang Station', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'from': 'Resorts World Sentosa', 'name': 'Svc RWS8 (Resorts World Sentosa → Resorts World Sentosa)', 'network': 'Land Transport Authority', 'operator': '1', 'public_transport:version': '1', 'ref': 'RWS8', 'route': 'bus', 'to': 'Resorts World Sentosa', 'type': 'route'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 963e (Woodlands Interchange → HarbourFront Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '963e', 'route': 'bus', 'to': 'HarbourFront Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 963R (Woodlands Interchange → Resorts World Sentosa)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '963R', 'route': 'bus', 'to': 'Resorts World Sentosa', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'from': 'Blk 347', 'name': 'Svc 868 (Blk 347 => Opposite Millenia Tower)', 'network': 'Land Transport Authority', 'operator': '1', 'public_transport:version': '1', 'ref': '868', 'route': 'bus', 'to': 'Opposite Millenia Tower', 'type': 'route'}\n", - "{'direction': '1', 'distance': '21.8', 'fee': 'yes', 'from': 'Yishun Interchange', 'name': 'Svc 854e (Yishun Interchange → Bedok Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'opening_hours': 'Mo-Fr 06:38-07:17', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '854e', 'route': 'bus', 'to': 'Bedok Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '2', 'distance': '32.2', 'fee': 'yes', 'from': 'Upper East Coast Terminal', 'name': 'Svc 853M (Upper East Coast Terminal → Yishun Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'opening_hours': 'Su 06:00-23:30', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '853M', 'route': 'bus', 'to': 'Yishun Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Boon Lay Interchange', 'name': 'Svc 243G (Roundtrip from Boon Lay Interchange)', 'name:en': 'Svc 243G (Roundtrip from Boon Lay Interchange)', 'network': 'SBS', 'network:wikidata': 'Q2661305', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '243G', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Boon Lay Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Sengkang Interchange', 'name': 'Svc 371 (Roundtrip from Sengkang Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '371', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Sengkang Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Opposite Sembawang Hills Food Centre', 'name': 'Svc 652 (Opposite Sembawang Hills Food Centre → Opposite MAS Building)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '652', 'route': 'bus', 'to': 'Opposite MAS Building', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Kampong Bahru Terminal', 'name': 'Svc 121 (Roundtrip from Kampong Bahru Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '121', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Kampong Bahru Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Opposite Blk 276B', 'name': 'Svc 651 (Opposite Blk 276B → Marina Bay Financial Centre)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '651', 'route': 'bus', 'to': 'Marina Bay Financial Centre', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Before Summerhill', 'name': 'Svc 653 (Before Summerhill → Marina Bay Financial Centre)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '653', 'route': 'bus', 'to': 'Marina Bay Financial Centre', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Farmway Station Exit A', 'name': 'Svc 654 (Farmway Station Exit A → Opposite MAS Building)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '654', 'route': 'bus', 'to': 'Opposite MAS Building', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Between Blks 50/51', 'name': 'Svc 655 (Between Blks 50/51 → Marina Bay Financial Centre)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '655', 'route': 'bus', 'to': 'Marina Bay Financial Centre', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Blk 424A Carpark', 'name': 'Svc 656 (Blk 424A Carpark → Opposite MAS Building)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '656', 'route': 'bus', 'to': 'Opposite MAS Building', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Blk 538', 'name': 'Svc 657 (Blk 538 → Marina Bay Financial Centre)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '657', 'route': 'bus', 'to': 'Marina Bay Financial Centre', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Soon Lee Bus Park', 'name': 'Svc 502 (Roundtrip from Soon Lee Bus Park)', 'name:en': 'Svc 502 (Roundtrip from Soon Lee Bus Park)', 'network': 'SBS', 'network:wikidata': 'Q2661305', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '502', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Soon Lee Bus Park', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yishun Interchange', 'name': 'Svc 803 (Roundtrip from Yishun Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '803', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Yishun Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'fee': 'yes', 'from': 'Jurong East', 'name': 'Svc CW3 (Jurong East → Perling Mall)', 'network': 'Causeway Link', 'network:wikidata': 'Q5054648', 'network:wikipedia': 'en:Causeway Link', 'operator': 'Causeway Link', 'operator:wikidata': 'Q5054648', 'operator:wikipedia': 'en:Causeway Link', 'public_transport:version': '1', 'ref': 'CW3', 'route': 'bus', 'to': 'Perling Mall', 'type': 'route', 'website': 'https://www.causewaylink.com.my/'}\n", - "{'fee': 'yes', 'from': 'Perling Mall', 'name': 'Svc CW3 (Perling Mall → Jurong East)', 'network': 'Causeway Link', 'network:wikidata': 'Q5054648', 'network:wikipedia': 'en:Causeway Link', 'operator': 'Causeway Link', 'operator:wikidata': 'Q5054648', 'operator:wikipedia': 'en:Causeway Link', 'public_transport:version': '1', 'ref': 'CW3', 'route': 'bus', 'to': 'Jurong East', 'type': 'route', 'website': 'https://www.causewaylink.com.my/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Jurong East Interchange', 'name': 'Svc 143M (Roundtrip from Jurong East Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '143M', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Jurong East Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'name': 'Rail Corridor', 'ref': 'http://www.ura.gov.sg/railcorridor/', 'route': 'foot,_bicycle', 'type': 'route'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Lorong 1 Geylang Terminal', 'name': 'Svc 140 (Roundtrip from Lorong 1 Geylang Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '140', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Lorong 1 Geylang Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 17A (Bedok Interchange → SBST Bedok North Depot)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '17A', 'route': 'bus', 'to': 'Sbst Bedok North Depot', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Kent Ridge Terminal', 'name': 'Svc 201 (Roundtrip from Kent Ridge Terminal)', 'network': 'SBS', 'network:wikidata': 'Q2661305', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '201', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Kent Ridge Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 35M (Roundtrip from Bedok Interchange)', 'name:en': 'Svc 35M (Roundtrip from Bedok Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '35M', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bedok Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Punggol Temporary Interchange', 'name': 'Svc 386 (Roundtrip from Punggol Temporary Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '386', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Punggol Temporary Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Jurong East Interchange', 'name': 'Svc 41 (Roundtrip from Jurong East Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '41', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Jurong East Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Punggol Temporary Interchange', 'name': 'Svc 43M (Roundtrip from Punggol Temporary Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '43M', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Punggol Temporary Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Batok Interchange', 'name': 'Svc 990 (Roundtrip from Bukit Batok Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '990', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bukit Batok Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'name': 'Pasir Panjang Terminal', 'ref': 'Pasir Panjang Terminal', 'route': 'bus', 'type': 'route'}\n", - "{'direction': '1', 'from': 'Choa Chu Kang Interchange', 'name': 'Svc 188E (Choa Chu Kang Interchange => HarbourFront Interchange)', 'network': 'Land Transport Authority', 'operator': '1', 'public_transport:version': '1', 'ref': '188E', 'route': 'bus', 'to': 'HarbourFront Interchange', 'type': 'route'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Choa Chu Kang Interchange', 'name': 'Svc 301 (Roundtrip from Choa Chu Kang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '301', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Choa Chu Kang Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Sembawang Interchange', 'name': 'Svc 859A (Roundtrip from Sembawang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '859A', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Sembawang Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Sembawang Interchange', 'name': 'Svc 859B (Roundtrip from Sembawang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '859B', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Sembawang Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Choa Chu Kang Interchange', 'name': 'Svc 983 (Roundtrip from Choa Chu Kang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '983', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Choa Chu Kang Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Jurong East Interchange', 'name': 'Svc 49 (Roundtrip from Jurong East Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '49', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Jurong East Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Kampong Bahru Terminal', 'name': 'Svc 122 (Roundtrip from Kampong Bahru Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '122', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Kampong Bahru Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Hougang Central Interchange', 'name': 'Svc 324 (Roundtrip from Hougang Central Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '324', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Hougang Central Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Boon Lay Interchange', 'name': 'Svc 174e (Boon Lay Interchange → Kampong Bahru Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '174e', 'route': 'bus', 'to': 'Kampong Bahru Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yunnan Garden', 'name': 'Svc 179A (Yunnan Garden → Hall 7)', 'name:en': 'Svc 179A (Yunnan Garden → Hall 7)', 'network': 'SBS', 'network:wikidata': 'Q2661305', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '179A', 'route': 'bus', 'to': 'Hall 7', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Batok Interchange', 'name': 'Svc 173A (Bukit Batok Interchange → Blk 254)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '173A', 'route': 'bus', 'to': 'Blk 254', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Batok Interchange', 'name': 'Svc 189A (Bukit Batok Interchange → Opposite Midview Building)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '189A', 'route': 'bus', 'to': 'Opposite Midview Building', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Joo Koon Interchange', 'name': 'Svc 258 (Roundtrip from Joo Koon Interchange)', 'name:en': 'Svc 258 (Roundtrip from Joo Koon Interchange)', 'network': 'SBS', 'network:wikidata': 'Q2661305', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '258', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Joo Koon Interchange', 'type': 'route', 'via': 'Boon Lay Interchange', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Joo Koon Interchange', 'name': 'Svc 253 (Roundtrip from Joo Koon Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '253', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Joo Koon Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'distance': '23.3', 'fee': 'yes', 'from': 'Hougang Central Interchange', 'name': 'Svc 102 (Roundtrip from Hougang Central Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'opening_hours': 'Mo-Su 05:45-23:30', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '102', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Hougang Central Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/', 'wheelchair': 'yes'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Opposite Blk 232', 'name': 'Svc 53M (Opposite Blk 232 → Blk 232)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '53M', 'route': 'bus', 'to': 'Blk 232', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'from': 'Central Business District', 'name': 'Svc 661', 'network': 'Land Transport Authority', 'operator': '1', 'public_transport:version': '1', 'ref': '611', 'route': 'bus', 'to': 'Pasir Ris', 'type': 'route'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Between Blks 405/406', 'name': 'Svc 663 (Between Blks 405/406 → Opposite MAS Building)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '663', 'route': 'bus', 'to': 'Opposite MAS Building', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'from': 'Central Business District', 'name': 'Svc 664', 'network': 'Land Transport Authority', 'operator': '1', 'public_transport:version': '2', 'ref': '664', 'route': 'bus', 'to': 'Tampines', 'type': 'route'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Blk 32', 'name': 'Svc 665 (Blk 32 → Opposite MAS Building)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '665', 'route': 'bus', 'to': 'Opposite MAS Building', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Punggol Temporary Interchange', 'name': 'Svc 117 (Punggol Temporary Interchange → Sembawang Interchange)', 'name:en': 'Svc 117 (Punggol Temporary Interchange → Sembawang Interchange)', 'network': 'SBS', 'network:wikidata': 'Q2661305', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '117', 'route': 'bus', 'to': 'Sembawang Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Punggol Temporary Interchange', 'name': 'Svc 118 (Punggol Temporary Interchange → Changi Business Park Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '118', 'route': 'bus', 'to': 'Changi Business Park Terminal', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Punggol Temporary Interchange', 'name': 'Svc 382G (Roundtrip from Punggol Temporary Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '382G', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Punggol Temporary Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Punggol Temporary Interchange', 'name': 'Svc 382W (Roundtrip from Punggol Temporary Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '382W', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Punggol Temporary Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Changi Business Park Terminal', 'name': 'Svc 47 (Roundtrip from Changi Business Park Terminal)', 'name:en': 'Svc 47 (Roundtrip from Changi Business Park Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '47', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Changi Business Park Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Panjang Interchange', 'name': 'Svc 979 (Roundtrip from Bukit Panjang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '979', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bukit Panjang Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'name': 'Faber Walk', 'network': 'lwn', 'ref': 'SRFW', 'route': 'hiking', 'type': 'route'}\n", - "{'name': 'Marang Trail', 'network': 'lwn', 'ref': 'SRMT', 'route': 'hiking', 'type': 'route'}\n", - "{'name': 'Southern Ridges Walk', 'network': 'rwn', 'ref': 'SR', 'route': 'hiking', 'type': 'route', 'wikidata': 'Q7570434', 'wikipedia': 'en:Southern Ridges'}\n", - "{'name': 'Hilltop Walk', 'network': 'lwn', 'ref': 'SRHT', 'route': 'hiking', 'type': 'route'}\n", - "{'name': 'Forest Walk', 'network': 'lwn', 'ref': 'SRFW', 'route': 'hiking', 'type': 'route'}\n", - "{'name': 'Floral Walk', 'network': 'lwn', 'ref': 'SRHP', 'route': 'hiking', 'type': 'route'}\n", - "{'name': 'Sims Avenue Park Connector', 'route': 'bicycle', 'type': 'route'}\n", - "{'name': 'Hillview Park Connector', 'network': 'Park Connector Network', 'route': 'foot', 'type': 'route'}\n", - "{'name': 'NUS Svc BTC', 'network': 'NUS ISB', 'public_transport:version': '2', 'ref': 'BTC', 'route': 'bus', 'type': 'route'}\n", - "{'direction': '2', 'distance': '31.9', 'fee': 'yes', 'from': 'Kent Ridge Terminal', 'name': 'Svc 10 (Kent Ridge Terminal → Tampines Interchange)', 'name:en': 'Svc 10 (Kent Ridge Terminal → Tampines Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '10', 'route': 'bus', 'to': 'Tampines Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Ghim Moh Terminal', 'name': 'Svc 100 (Ghim Moh Terminal → Serangoon Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '100', 'route': 'bus', 'to': 'Serangoon Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'distance': '17.8', 'fee': 'yes', 'from': 'Yishun Interchange', 'name': 'Svc 103 (Yishun Interchange → Serangoon Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'opening_hours': 'Mo-Su 06:00-24:00', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '103', 'route': 'bus', 'to': 'Serangoon Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Jurong East Interchange', 'name': 'Svc 105 (Jurong East Interchange → Serangoon Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '105', 'route': 'bus', 'to': 'Serangoon Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'distance': '22.3', 'duration': '84', 'fee': 'yes', 'from': 'Shenton Way Terminal', 'name': 'Svc 106 (Shenton Way Terminal → Bukit Batok Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '106', 'roundtrip': 'no', 'route': 'bus', 'to': 'Bukit Batok Interchange', 'type': 'route', 'website': 'https://towertransit.sg/', 'wheelchair': 'yes'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Batok Interchange', 'name': 'Svc 106A (Bukit Batok Interchange → Clementi Station Exit B)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '106A', 'route': 'bus', 'to': 'Clementi Station Exit B', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '2', 'distance': '17.0', 'fee': 'yes', 'from': 'Shenton Way Terminal', 'name': 'Svc 107 (Shenton Way Terminal → Hougang Central Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '107', 'route': 'bus', 'to': 'Hougang Central Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Changi Village Terminal', 'name': 'Svc 109 (Changi Village Terminal → Serangoon Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '109', 'route': 'bus', 'to': 'Serangoon Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Sembawang Interchange', 'name': 'Svc 117 (Sembawang Interchange → Punggol Temporary Interchange)', 'name:en': 'Svc 117 (Sembawang Interchange → Punggol Temporary Interchange)', 'network': 'SBS', 'network:wikidata': 'Q2661305', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '117', 'route': 'bus', 'to': 'Punggol Temporary Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Changi Business Park Terminal', 'name': 'Svc 118 (Changi Business Park Terminal → Punggol Temporary Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '118', 'route': 'bus', 'to': 'Punggol Temporary Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Kampong Bahru Terminal', 'name': 'Svc 12 (Kampong Bahru Terminal → Pasir Ris Interchange)', 'name:en': 'Svc 12 (Kampong Bahru Terminal → Pasir Ris Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '12', 'roundtrip': 'no', 'route': 'bus', 'to': 'Pasir Ris Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Beach Station Bus Terminal', 'name': 'Svc 123 (Beach Station Bus Terminal → Bukit Merah Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '123', 'route': 'bus', 'to': 'Bukit Merah Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'HarbourFront Interchange', 'name': \"Svc 124 (HarbourFront Interchange → Saint Michael's Terminal)\", 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '124', 'route': 'bus', 'to': \"Saint Michael's Terminal\", 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'from': 'Shenton Way Terminal', 'name': 'Svc 128 (Shenton Way Terminal => Ang Mo Kio Depot)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'operator': '2', 'public_transport:version': '1', 'ref': '128', 'route': 'bus', 'to': 'Ang Mo Kio Depot', 'type': 'route'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Upper East Coast Terminal', 'name': 'Svc 13 (Upper East Coast Terminal → Yio Chu Kang Interchange)', 'name:en': 'Svc 13 (Upper East Coast Terminal → Yio Chu Kang Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '13', 'route': 'bus', 'to': 'Yio Chu Kang Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Shenton Way Terminal', 'name': 'Svc 130 (Shenton Way Terminal → Ang Mo Kio Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '130', 'route': 'bus', 'to': 'Ang Mo Kio Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'duration': '00:40:00', 'fee': 'yes', 'from': 'Bukit Merah Interchange', 'name': \"Svc 131 (Bukit Merah Interchange → Saint Michael's Terminal)\", 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'opening_hours': 'Mo-Su; PH 05:45-00:40', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '131', 'route': 'bus', 'to': \"Saint Michael's Terminal\", 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Merah Interchange', 'name': 'Svc 131M (Roundtrip from Bukit Merah Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '131M', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bukit Merah Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Bukit Merah Interchange', 'name': 'Svc 132 (Bukit Merah Interchange → Hougang Central Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '132', 'route': 'bus', 'to': 'Hougang Central Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Shenton Way Terminal', 'name': 'Svc 133 (Shenton Way Terminal → Ang Mo Kio Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '133', 'route': 'bus', 'to': 'Ang Mo Kio Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Sims Place Terminal', 'name': 'Svc 134 (Roundtrip from Sims Place Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '134', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Sims Place Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Punggol Temporary Interchange', 'name': 'Svc 136 (Punggol Temporary Interchange → Ang Mo Kio Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '136', 'route': 'bus', 'to': 'Ang Mo Kio Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Bukit Merah Interchange', 'name': 'Svc 139 (Bukit Merah Interchange → Toa Payoh Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '139', 'route': 'bus', 'to': 'Toa Payoh Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Toa Payoh Interchange', 'name': 'Svc 139M (Roundtrip from Toa Payoh Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '139M', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Toa Payoh Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Clementi Interchange', 'name': 'Svc 14 (Clementi Interchange → Bedok Interchange)', 'name:en': 'Svc 14 (Clementi Interchange → Bedok Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '14', 'route': 'bus', 'to': 'Bedok Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Toa Payoh Interchange', 'name': 'Svc 141 (Toa Payoh Interchange → Lorong 1 Geylang Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '141', 'route': 'bus', 'to': 'Lorong 1 Geylang Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Jurong East Interchange', 'name': 'Svc 143 (Jurong East Interchange → Toa Payoh Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '143', 'route': 'bus', 'to': 'Toa Payoh Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Buona Vista Terminal', 'name': 'Svc 145 (Buona Vista Terminal → Toa Payoh Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '145', 'route': 'bus', 'to': 'Toa Payoh Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Clementi Interchange', 'name': 'Svc 147 (Clementi Interchange → Hougang Central Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '147', 'route': 'bus', 'to': 'Hougang Central Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Eunos Interchange', 'name': 'Svc 150 (Roundtrip from Eunos Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '150', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Eunos Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Kent Ridge Terminal', 'name': 'Svc 151 (Kent Ridge Terminal → Hougang Central Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '151', 'route': 'bus', 'to': 'Hougang Central Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Hougang Central Interchange', 'name': 'Svc 153 (Hougang Central Interchange → Bukit Merah Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '153', 'route': 'bus', 'to': 'Bukit Merah Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Eunos Interchange', 'name': 'Svc 154 (Eunos Interchange → Boon Lay Interchange)', 'network': 'SBS', 'network:wikidata': 'Q2661305', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '154', 'route': 'bus', 'to': 'Boon Lay Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Clementi Interchange', 'name': 'Svc 156 (Clementi Interchange → Sengkang Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '156', 'route': 'bus', 'to': 'Sengkang Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Boon Lay Interchange', 'name': 'Svc 157 (Boon Lay Interchange → Toa Payoh Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '157', 'route': 'bus', 'to': 'Toa Payoh Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Toa Payoh Interchange', 'name': 'Svc 159 (Toa Payoh Interchange → Sengkang Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '159', 'route': 'bus', 'to': 'Sengkang Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Pasir Ris Interchange', 'name': 'Svc 15A (Pasir Ris Interchange → Opposite Eunos Station)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '15A', 'route': 'bus', 'to': 'Opposite Eunos Station', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Bukit Merah Interchange', 'name': 'Svc 16 (Bukit Merah Interchange → Bedok Interchange)', 'name:en': 'Svc 16 (Bukit Merah Interchange → Bedok Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '16', 'route': 'bus', 'to': 'Bedok Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 161 (Woodlands Interchange → Hougang Central Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '161', 'route': 'bus', 'to': 'Hougang Central Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Shenton Way Terminal', 'name': 'Svc 162 (Shenton Way Terminal → Yio Chu Kang Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '162', 'route': 'bus', 'to': 'Yio Chu Kang Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Toa Payoh Interchange', 'name': 'Svc 163 (Toa Payoh Interchange → Sengkang Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '163', 'route': 'bus', 'to': 'Sengkang Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'distance': '23.7', 'fee': 'yes', 'from': 'Clementi Interchange', 'name': 'Svc 165 (Clementi Interchange → Hougang Central Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'opening_hours': 'Mo-Su 05:45-00:00', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '165', 'route': 'bus', 'to': 'Hougang Central Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Clementi Interchange', 'name': 'Svc 166 (Clementi Interchange → Ang Mo Kio Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '166', 'route': 'bus', 'to': 'Ang Mo Kio Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Bukit Merah Interchange', 'name': 'Svc 167 (Bukit Merah Interchange → Sembawang Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '167', 'route': 'bus', 'to': 'Sembawang Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 168 (Woodlands Interchange → Bedok Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '168', 'route': 'bus', 'to': 'Bedok Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Ang Mo Kio Interchange', 'name': 'Svc 169 (Ang Mo Kio Interchange → Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '169', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 17 (Bedok Interchange → Pasir Ris Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '17', 'route': 'bus', 'to': 'Pasir Ris Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Larkin Terminal', 'name': 'Svc 170 (Larkin Terminal → Queen Street Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '170', 'route': 'bus', 'to': 'Queen Street Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Opposite Kranji Station', 'name': 'Svc 170X (Opposite Kranji Station → JB Sentral Bus Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '170X', 'route': 'bus', 'to': 'JB Sentral Bus Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Upper East Coast Terminal', 'name': 'Svc 55 (Upper East Coast Terminal → Bishan Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '55', 'route': 'bus', 'to': 'Bishan Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Boon Lay Interchange', 'name': 'Svc 172 (Boon Lay Interchange → Choa Chu Kang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '172', 'route': 'bus', 'to': 'Choa Chu Kang Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '2', 'distance': '28.6', 'duration': '114', 'fee': 'yes', 'from': 'Kampong Bahru Terminal', 'name': 'Svc 174 (Kampong Bahru Terminal → Boon Lay Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '174', 'roundtrip': 'no', 'route': 'bus', 'to': 'Boon Lay Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/', 'wheelchair': 'yes'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Lorong 1 Geylang Terminal', 'name': 'Svc 175 (Lorong 1 Geylang Terminal → Clementi Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '175', 'route': 'bus', 'to': 'Clementi Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Bukit Merah Interchange', 'name': 'Svc 176 (Bukit Merah Interchange → Bukit Panjang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '176', 'route': 'bus', 'to': 'Bukit Panjang Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Boon Lay Interchange', 'name': 'Svc 178 (Boon Lay Interchange → Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '178', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Boon Lay Interchange', 'name': 'Svc 181M (Roundtrip from Boon Lay Interchange)', 'name:en': 'Svc 181M (Roundtrip from Boon Lay Interchange)', 'network': 'SBS', 'network:wikidata': 'Q2661305', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '181M', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Boon Lay Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Joo Koon Interchange', 'name': 'Svc 182M (Roundtrip from Joo Koon Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '182M', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Joo Koon Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Jurong East Interchange', 'name': 'Svc 183B (Jurong East Interchange → After Toh Tuck Link)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '183B', 'route': 'bus', 'to': 'After Toh Tuck Link', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Buona Vista Terminal', 'name': 'Svc 185 (Buona Vista Terminal → Soon Lee Bus Park)', 'network': 'SBS', 'network:wikidata': 'Q2661305', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '185', 'route': 'bus', 'to': 'Soon Lee Bus Park', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': \"Saint Michael's Terminal\", 'name': \"Svc 186 (Saint Michael's Terminal → Shenton Way Terminal)\", 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '186', 'route': 'bus', 'to': 'Shenton Way Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Boon Lay Interchange', 'name': 'Svc 187 (Boon Lay Interchange → Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '187', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'HarbourFront Interchange', 'name': 'Svc 188 (HarbourFront Interchange → Choa Chu Kang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '188', 'route': 'bus', 'to': 'Choa Chu Kang Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Choa Chu Kang Interchange', 'name': 'Svc 188R (Choa Chu Kang Interchange → Resorts World Sentosa)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '188R', 'route': 'bus', 'to': 'Resorts World Sentosa', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Resorts World Sentosa', 'name': 'Svc 188R (Resorts World Sentosa → Choa Chu Kang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '188R', 'route': 'bus', 'to': 'Choa Chu Kang Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '2', 'duration': '70', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Kampong Bahru Terminal', 'name': 'Svc 190 (Kampong Bahru Terminal → Choa Chu Kang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '190', 'roundtrip': 'no', 'route': 'bus', 'to': 'Choa Chu Kang Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/', 'wheelchair': 'yes'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Tuas Terminal', 'name': 'Svc 192 (Tuas Terminal → Boon Lay Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '192', 'route': 'bus', 'to': 'Boon Lay Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Tuas Terminal', 'name': 'Svc 193 (Tuas Terminal → Boon Lay Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '193', 'route': 'bus', 'to': 'Boon Lay Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Clementi Interchange', 'name': 'Svc 196 (Clementi Interchange → Bedok Interchange)', 'network': 'SBS', 'network:wikidata': 'Q2661305', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '196', 'route': 'bus', 'to': 'Bedok Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Jurong East Interchange', 'name': 'Svc 197 (Jurong East Interchange → Bedok Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '197', 'route': 'bus', 'to': 'Bedok Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Bukit Merah Interchange', 'name': 'Svc 198 (Bukit Merah Interchange → Boon Lay Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '198', 'route': 'bus', 'to': 'Boon Lay Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Kampong Bahru Terminal', 'name': 'Svc 2 (Kampong Bahru Terminal → Changi Village Terminal)', 'name:en': 'Svc 2 (Kampong Bahru Terminal → Changi Village Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '2', 'roundtrip': 'no', 'route': 'bus', 'to': 'Changi Village Terminal', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': \"Saint Michael's Terminal\", 'name': \"Svc 21 (Saint Michael's Terminal → Pasir Ris Interchange)\", 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '21', 'route': 'bus', 'to': 'Pasir Ris Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Eunos Interchange', 'name': 'Svc 22 (Eunos Interchange → Ang Mo Kio Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '22', 'route': 'bus', 'to': 'Ang Mo Kio Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Station Exit A', 'name': 'Svc 222B (Bedok Station Exit A → Bedok Station Exit B)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '222B', 'route': 'bus', 'to': 'Bedok Station Exit B', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 225G (Roundtrip from Bedok Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '225G', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bedok Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 225W (Roundtrip from Bedok Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '225W', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bedok Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Lakeside Station', 'name': 'Svc 240M (Lakeside Station → Opposite Lakeside Station)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '240M', 'route': 'bus', 'to': 'Opposite Lakeside Station', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Upper East Coast Terminal', 'name': 'Svc 25 (Upper East Coast Terminal → Ang Mo Kio Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '25', 'route': 'bus', 'to': 'Ang Mo Kio Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Toa Payoh Interchange', 'name': 'Svc 26 (Toa Payoh Interchange → Bedok Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '26', 'route': 'bus', 'to': 'Bedok Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Opposite Ang Mo Kio Police Division Headquarters', 'name': 'Svc 268B (Opposite Ang Mo Kio Police Division Headquarters → After Ang Mo Kio Station Exit A)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '268B', 'route': 'bus', 'to': 'After Ang Mo Kio Station Exit A', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Opposite Ang Mo Kio Station', 'name': 'Svc 268C (Opposite Ang Mo Kio Station → Ang Mo Kio Police Division Headquarters)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '268C', 'route': 'bus', 'to': 'Ang Mo Kio Police Division Headquarters', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Toa Payoh Interchange', 'name': 'Svc 28 (Toa Payoh Interchange → Tampines Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '28', 'route': 'bus', 'to': 'Tampines Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Punggol Temporary Interchange', 'name': 'Svc 3 (Punggol Temporary Interchange → Tampines Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '3', 'route': 'bus', 'to': 'Tampines Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Boon Lay Interchange', 'name': 'Svc 30 (Boon Lay Interchange → Bedok Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '30', 'route': 'bus', 'to': 'Bedok Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Choa Chu Kang Interchange', 'name': 'Svc 307A (Choa Chu Kang Interchange → Opposite Choa Chu Kang Station)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '307A', 'route': 'bus', 'to': 'Opposite Choa Chu Kang Station', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fixme': 'routenew', 'from': 'Choa Chu Kang Interchange', 'name': 'Svc 308 (Choa Chu Kang Interchange => Choa Chu Kang Interchange)', 'network': 'Land Transport Authority', 'operator': '1', 'public_transport:version': '1', 'ref': '308', 'route': 'bus', 'to': 'Choa Chu Kang Interchange', 'type': 'route'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Toa Payoh Interchange', 'name': 'Svc 31 (Toa Payoh Interchange → Tampines Interchange)', 'name:en': 'Svc 31 (Toa Payoh Interchange → Tampines Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '31', 'route': 'bus', 'to': 'Tampines Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Buona Vista Terminal', 'name': 'Svc 32 (Buona Vista Terminal → Bedok Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '32', 'route': 'bus', 'to': 'Bedok Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Kent Ridge Terminal', 'name': 'Svc 33 (Kent Ridge Terminal → Bedok Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '33', 'route': 'bus', 'to': 'Bedok Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Punggol Temporary Interchange', 'name': 'Svc 34A (Punggol Temporary Interchange → Opposite Our Tampines Hub)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '34A', 'route': 'bus', 'to': 'Opposite Our Tampines Hub', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Changi Airport PTB2', 'name': 'Svc 36A (Changi Airport PTB2 → The Regent Singapore)', 'name:en': 'Svc 36A (Changi Airport PTB2 → The Regent Singapore)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '36A', 'route': 'bus', 'to': 'The Regent Singapore', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Lagoon View', 'name': 'Svc 36B (Lagoon View → Before Seaside Residences)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '36B', 'route': 'bus', 'to': 'Before Seaside Residences', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 38 (Bedok Interchange → Tampines Interchange)', 'name:en': 'Svc 38 (Bedok Interchange → Tampines Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '38', 'route': 'bus', 'to': 'Tampines Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'distance': '26.1', 'fee': 'yes', 'from': 'Yishun Interchange', 'name': 'Svc 39 (Yishun Interchange → Tampines Concourse Interchange)', 'name:en': 'Svc 39 (Yishun Interchange → Tampines Concourse Interchange)', 'network': 'SBS', 'network:wikidata': 'Q2661305', 'network:wikipedia': 'en:Land Transport Authority', 'opening_hours': 'Mo-Su 06:00-23:30', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '39', 'route': 'bus', 'to': 'Tampines Concourse Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Tampines Interchange', 'name': 'Svc 3A (Tampines Interchange → Blk 747A)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '3A', 'route': 'bus', 'to': 'Blk 747A', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'from': 'Bishan Interchange', 'name': 'Svc 410G (Bishan Interchange => Bishan Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'operator': '1', 'public_transport:version': '2', 'ref': '410G', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bishan Interchange', 'type': 'route'}\n", - "{'direction': '2', 'from': 'Bishan Interchange', 'name': 'Svc 410W (Bishan Interchange => Bishan Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'operator': '2', 'public_transport:version': '2', 'ref': '410W', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bishan Interchange', 'type': 'route'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Upper East Coast Terminal', 'name': 'Svc 43 (Upper East Coast Terminal → Punggol Temporary Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '43', 'route': 'bus', 'to': 'Punggol Temporary Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Ang Mo Kio Depot', 'name': 'Svc 45 (Ang Mo Kio Depot → Upper East Coast Terminal)', 'name:en': 'Svc 45 (Ang Mo Kio Depot → Upper East Coast Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '45', 'route': 'bus', 'to': 'Upper East Coast Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Tampines Interchange', 'name': 'Svc 46 (Tampines Interchange → Upper East Coast Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '46', 'route': 'bus', 'to': 'Upper East Coast Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Upper East Coast Terminal', 'name': 'Svc 46 (Upper East Coast Terminal → Tampines Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '46', 'route': 'bus', 'to': 'Tampines Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Buona Vista Terminal', 'name': 'Svc 48 (Buona Vista Terminal → Bedok North Depot)', 'name:en': 'Svc 48 (Buona Vista Terminal → Bedok North Depot)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '48', 'route': 'bus', 'to': 'Bedok North Depot', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Bukit Merah Interchange', 'name': 'Svc 5 (Bukit Merah Interchange → Pasir Ris Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '5', 'route': 'bus', 'to': 'Pasir Ris Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Punggol Temporary Interchange', 'name': 'Svc 50 (Punggol Temporary Interchange → Bishan Interchange)', 'name:en': 'Svc 50 (Punggol Temporary Interchange → Bishan Interchange)', 'network': 'SBS', 'network:wikidata': 'Q2661305', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '50', 'route': 'bus', 'to': 'Bishan Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Serangoon Interchange', 'name': 'Svc 506 (Serangoon Interchange → Jurong East Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '506', 'route': 'bus', 'to': 'Jurong East Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Jurong East Interchange', 'name': 'Svc 51 (Jurong East Interchange → Hougang Central Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '51', 'route': 'bus', 'to': 'Hougang Central Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Darul Ghufran Mosque', 'name': 'Svc 513 (Darul Ghufran Mosque → Opposite MAS Building)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '513', 'route': 'bus', 'to': 'Opposite MAS Building', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Jurong East Interchange', 'name': 'Svc 52 (Jurong East Interchange → Bishan Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '52', 'route': 'bus', 'to': 'Bishan Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Blk 738', 'name': 'Svc 53A (Blk 738 → Changi Airport PTB2)', 'name:en': 'Svc 53A (Blk 738 → Changi Airport PTB2)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '53A', 'route': 'bus', 'to': 'Changi Airport PTB2', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'duration': '81', 'fee': 'yes', 'from': 'Kampong Bahru Terminal', 'name': 'Svc 54 (Kampong Bahru Terminal → Bishan Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'oneway': 'yes', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '54', 'route': 'bus', 'to': 'Bishan Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/', 'wheelchair': 'yes'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Marina Centre Terminal', 'name': 'Svc 56 (Marina Centre Terminal → Bishan Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '56', 'route': 'bus', 'to': 'Bishan Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Bukit Merah Interchange', 'name': 'Svc 57 (Bukit Merah Interchange → Bishan Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '57', 'route': 'bus', 'to': 'Bishan Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Pasir Ris Interchange', 'name': 'Svc 58 (Pasir Ris Interchange → Bishan Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '58', 'route': 'bus', 'to': 'Bishan Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Changi Village Terminal', 'name': 'Svc 59 (Changi Village Terminal → Bishan Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '59', 'route': 'bus', 'to': 'Bishan Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'distance': '35.7', 'duration': '134', 'fee': 'yes', 'from': 'Eunos Interchange', 'name': 'Svc 61 (Eunos Interchange → Bukit Batok Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '61', 'roundtrip': 'no', 'route': 'bus', 'to': 'Bukit Batok Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/', 'wheelchair': 'yes'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Punggol Temporary Interchange', 'name': 'Svc 62A (Punggol Temporary Interchange → Aljunied Station)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '62A', 'route': 'bus', 'to': 'Aljunied Station', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'HarbourFront Interchange', 'name': 'Svc 65 (HarbourFront Interchange → Tampines Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '65', 'route': 'bus', 'to': 'Tampines Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Jurong East Interchange', 'name': 'Svc 66 (Roundtrip from Jurong East Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '66', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Jurong East Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Tampines Interchange', 'name': 'Svc 67 (Tampines Interchange → Choa Chu Kang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '67', 'route': 'bus', 'to': 'Choa Chu Kang Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Clementi Interchange', 'name': 'Svc 7 (Clementi Interchange → Bedok Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '7', 'route': 'bus', 'to': 'Bedok Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Shenton Way Terminal', 'name': 'Svc 70 (Shenton Way Terminal → Yio Chu Kang Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '70', 'route': 'bus', 'to': 'Yio Chu Kang Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Tampines Interchange', 'name': 'Svc 72 (Tampines Interchange → Yio Chu Kang Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '72', 'route': 'bus', 'to': 'Yio Chu Kang Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Buona Vista Terminal', 'name': 'Svc 74 (Buona Vista Terminal → Hougang Central Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '74', 'route': 'bus', 'to': 'Hougang Central Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Marina Centre Terminal', 'name': 'Svc 75 (Marina Centre Terminal → Gali Batu Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '75', 'route': 'bus', 'to': 'Gali Batu Terminal', 'type': 'route', 'website': 'https://www.smrt.com.sg/', 'wheelchair': 'yes'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Eunos Interchange', 'name': 'Svc 76 (Eunos Interchange → Yio Chu Kang Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '76', 'route': 'bus', 'to': 'Yio Chu Kang Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Marina Centre Terminal', 'name': 'Svc 77 (Marina Centre Terminal → Bukit Batok Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '77', 'route': 'bus', 'to': 'Bukit Batok Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Blk 131', 'name': 'Svc 78A (Blk 131 → Opposite CLP International)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '78A', 'route': 'bus', 'to': 'Opposite CLP International', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Boon Lay Interchange', 'name': 'Svc 79A (Boon Lay Interchange → Jurong East Library)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '79A', 'route': 'bus', 'to': 'Jurong East Library', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Toa Payoh Interchange', 'name': 'Svc 8 (Toa Payoh Interchange → Tampines Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '8', 'route': 'bus', 'to': 'Tampines Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'HarbourFront Interchange', 'name': 'Svc 80 (HarbourFront Interchange → Sengkang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '80', 'route': 'bus', 'to': 'Sengkang Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'distance': '6.5', 'fee': 'yes', 'from': 'Yishun Interchange', 'name': 'Svc 805 (Roundtrip from Yishun Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '805', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Yishun Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/', 'wheelchair': 'yes'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Yishun Interchange', 'name': 'Svc 85 (Yishun Interchange → Punggol Temporary Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '85', 'route': 'bus', 'to': 'Punggol Temporary Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Hub Synergy Point', 'name': 'Svc 850E (Hub Synergy Point → Blk 456)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '850E', 'route': 'bus', 'to': 'Blk 456', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Bukit Merah Interchange', 'name': 'Svc 851 (Bukit Merah Interchange → Yishun Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '851', 'route': 'bus', 'to': 'Yishun Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'distance': '23.5', 'fee': 'yes', 'from': 'Bukit Batok Interchange', 'name': 'Svc 852 (Bukit Batok Interchange → Yishun Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '852', 'route': 'bus', 'to': 'Yishun Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'distance': '20.5', 'fee': 'yes', 'from': 'Lorong 1 Geylang Terminal', 'name': 'Svc 853 (Lorong 1 Geylang Terminal → Yishun Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'opening_hours': 'Mo-Sa 05:40-23:30', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '853', 'route': 'bus', 'to': 'Yishun Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'distance': '31.1', 'fee': 'yes', 'from': 'Yishun Interchange', 'name': 'Svc 853M (Yishun Interchange → Upper East Coast Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'opening_hours': 'Su 05:40-23:30', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '853M', 'route': 'bus', 'to': 'Upper East Coast Terminal', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '2', 'distance': '22.4', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 854 (Bedok Interchange → Yishun Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'opening_hours': 'Mo-Fr 05:35-23:40; Sa-Su 05:40-23:40', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '854', 'route': 'bus', 'to': 'Yishun Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'HarbourFront Interchange', 'name': 'Svc 855 (HarbourFront Interchange → Yishun Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '855', 'route': 'bus', 'to': 'Yishun Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 856 (Woodlands Interchange → Yishun Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '856', 'route': 'bus', 'to': 'Yishun Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Ang Mo Kio Interchange', 'name': 'Svc 86 (Ang Mo Kio Interchange → Sengkang Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '86', 'route': 'bus', 'to': 'Sengkang Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 87 (Bedok Interchange → Sengkang Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '87', 'route': 'bus', 'to': 'Sengkang Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Toa Payoh Interchange', 'name': 'Svc 88 (Toa Payoh Interchange → Pasir Ris Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '88', 'route': 'bus', 'to': 'Pasir Ris Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 912M (Woodlands Interchange → Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '912M', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Choa Chu Kang Interchange', 'name': 'Svc 925 (Choa Chu Kang Interchange → Woodlands Temporary Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '925', 'route': 'bus', 'to': 'Woodlands Temporary Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Ghim Moh Terminal', 'name': 'Svc 92M (Roundtrip from Ghim Moh Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '92M', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Ghim Moh Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Eunos Interchange', 'name': 'Svc 93 (Eunos Interchange → HarbourFront Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '93', 'route': 'bus', 'to': 'HarbourFront Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Hub Synergy Point', 'name': 'Svc 951E (Hub Synergy Point → Blk 816)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '951E', 'route': 'bus', 'to': 'Blk 816', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Marina Centre Terminal', 'name': 'Svc 960 (Marina Centre Terminal → Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '960', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Lorong 1 Geylang Terminal', 'name': 'Svc 961 (Lorong 1 Geylang Terminal → Woodlands Temporary Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'opening_hours': 'Mo-Sa', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '961', 'roundtrip': 'no', 'route': 'bus', 'to': 'Woodlands Temporary Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/', 'wheelchair': 'yes'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Lorong 1 Geylang Terminal', 'name': 'Svc 961M (Lorong 1 Geylang Terminal → Woodlands Temporary Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'opening_hours': 'Su,PH', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '961M', 'roundtrip': 'no', 'route': 'bus', 'to': 'Woodlands Temporary Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/', 'wheelchair': 'yes'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Blk 618', 'name': 'Svc 962C (Blk 618 → Before Admiralty Station/Blk 680)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '962C', 'route': 'bus', 'to': 'Before Admiralty Station/Blk 680', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'HarbourFront Interchange', 'name': 'Svc 963 (HarbourFront Interchange → Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '963', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'HarbourFront Interchange', 'name': 'Svc 963e (HarbourFront Interchange → Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '963e', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Resorts World Sentosa', 'name': 'Svc 963R (Resorts World Sentosa → Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '963R', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Tampines Interchange', 'name': 'Svc 969 (Tampines Interchange → Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '969', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Marina Centre Terminal', 'name': 'Svc 97 (Marina Centre Terminal → Jurong East Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '97', 'route': 'bus', 'to': 'Jurong East Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Shenton Way Terminal', 'name': 'Svc 970 (Shenton Way Terminal → Bukit Panjang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '970', 'route': 'bus', 'to': 'Bukit Panjang Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Lorong 1 Geylang Terminal', 'name': 'Svc 980 (Lorong 1 Geylang Terminal → Sembawang Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '980', 'route': 'bus', 'to': 'Sembawang Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Opposite Lian Aik Siong Machinery', 'name': 'Svc 981 (Opposite Lian Aik Siong Machinery → Sembawang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '981', 'route': 'bus', 'to': 'Sembawang Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Marina Bay Station', 'name': 'Svc 982E (Marina Bay Station → Blk 489A)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '982E', 'route': 'bus', 'to': 'Blk 489A', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Lorong 1 Geylang Terminal', 'name': 'Svc 985 (Lorong 1 Geylang Terminal → Choa Chu Kang Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '985', 'route': 'bus', 'to': 'Choa Chu Kang Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Lakeside Station', 'name': 'Svc 98A (Lakeside Station → Corporation Place)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '98A', 'route': 'bus', 'to': 'Corporation Place', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Blk 490', 'name': 'Svc 98B (Blk 490 → Jurong Island Checkpoint)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '98B', 'route': 'bus', 'to': 'Jurong Island Checkpoint', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Joo Koon Interchange', 'name': 'Svc 99 (Joo Koon Interchange → Clementi Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '99', 'route': 'bus', 'to': 'Clementi Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'distance': '8.6', 'fee': 'yes', 'from': 'Choa Chu Kang Interchange', 'name': 'Svc 976 (Choa Chu Kang Interchange → Bukit Panjang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'opening_hours': 'Mo-Su 05:30-00:30', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '976', 'route': 'bus', 'to': 'Bukit Panjang Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Panjang Interchange', 'name': 'Svc 973 (Roundtrip from Bukit Panjang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '973', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bukit Panjang Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Tampines Interchange', 'name': 'Svc 127 (Roundtrip from Tampines Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '127', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Tampines Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Tampines Concourse Interchange', 'name': \"Svc 129 (Tampines Concourse Interchange → Saint Michael's Terminal)\", 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '129', 'route': 'bus', 'to': \"Saint Michael's Terminal\", 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Sembawang Interchange', 'name': 'Svc 883 (Roundtrip from Sembawang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '883', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Sembawang Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': \"Saint Michael's Terminal\", 'name': \"Svc 129 (Saint Michael's Terminal → Tampines Concourse Interchange)\", 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '129', 'route': 'bus', 'to': 'Tampines Concourse Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Compassvale Interchange', 'name': 'Svc 374 (Roundtrip from Compassvale Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '374', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Compassvale Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Punggol Temporary Interchange', 'name': 'Svc 381 (Roundtrip from Punggol Temporary Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '381', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Punggol Temporary Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Hougang Central Interchange', 'name': 'Svc 329 (Roundtrip from Hougang Central Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '329', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Hougang Central Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Batok Interchange', 'name': 'Svc 944 (Roundtrip from Bukit Batok Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '944', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bukit Batok Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'name': 'NUS Svc E', 'network': 'NUS ISB', 'public_transport:version': '2', 'ref': 'E', 'route': 'bus', 'type': 'route'}\n", - "{'name': 'Sentosa Bus B', 'route': 'bus', 'type': 'route'}\n", - "{'name': 'Sentosa Bus A', 'route': 'bus', 'type': 'route'}\n", - "{'name': 'Tampines Park Connector', 'network': 'lcn', 'route': 'bicycle', 'type': 'route'}\n", - "{'colour': '#0354a6', 'from': 'Expo', 'name': 'MRT Downtown Line (Expo --> Bukit Panjang)', 'name:en': 'MRT Downtown Line (Expo --> Bukit Panjang)', 'name:zh': '滨海市区线(武吉班让至武吉班让)', 'network': 'Singapore Rail', 'operator': 'SBS Transit', 'public_transport:version': '2', 'ref': 'DTL', 'route': 'subway', 'to': 'Bukit Panjang', 'type': 'route', 'wheelchair': 'yes', 'wikidata': 'Q1663943', 'wikipedia': 'en:Downtown MRT line'}\n", - "{'colour': '#9016b2', 'from': 'Punggol', 'name': 'MRT North East Line (Punggol --> Harbourfront)', 'network': 'Singapore Rail', 'operator': 'SBS Transit', 'public_transport:version': '2', 'ref': 'NEL', 'route': 'subway', 'to': 'Harbourfront', 'type': 'route', 'wheelchair': 'yes', 'wikidata': 'Q1725116', 'wikipedia': 'en:North East MRT line'}\n", - "{'colour': '#FF9A00', 'from': 'HarbourFront', 'name': 'MRT Circle Line (HarbourFront --> Promenade --> Dhoby Ghaut)', 'name:en': 'MRT Circle Line (HarbourFront --> Promenade --> Dhoby Ghaut)', 'name:zh': '环线(港湾至多美歌)', 'network': 'Singapore Rail', 'operator': 'SMRT Trains', 'public_transport:version': '2', 'ref': 'CCL', 'route': 'subway', 'to': 'Dhoby Ghaut', 'type': 'route', 'via': 'Promenade', 'wheelchair': 'yes', 'wikidata': 'Q2154003', 'wikipedia': 'en:Circle MRT line'}\n", - "{'colour': '#FF9A00', 'from': 'HarbourFront', 'name': 'MRT Circle Line (HarbourFront --> Promenade --> Marina Bay --> HarbourFront)', 'name:en': 'MRT Circle Line (HarbourFront --> Promenade --> Marina Bay --> HarbourFront)', 'name:zh': '环线(港湾至滨海湾)', 'network': 'Singapore Rail', 'operator': 'SMRT Trains', 'public_transport:version': '2', 'ref': 'CCL', 'roundtrip': 'yes', 'route': 'subway', 'to': 'Marina Bay', 'type': 'route', 'via': 'Promenade', 'wheelchair': 'yes', 'wikidata': 'Q2154003', 'wikipedia': 'en:Circle MRT line'}\n", - "{'colour': '#FF9A00', 'from': 'Dhoby Ghaut', 'name': 'MRT Circle Line (Dhoby Ghaut --> Promenade --> HarbourFront)', 'name:zh': '环线(多美歌至港湾)', 'network': 'Singapore Rail', 'operator': 'SMRT Trains', 'public_transport:version': '2', 'ref': 'CCL', 'route': 'subway', 'to': 'HarbourFront', 'type': 'route', 'via': 'Promenade', 'wheelchair': 'yes', 'wikidata': 'Q2154003', 'wikipedia': 'en:Circle MRT line'}\n", - "{'colour': '#009530', 'description': 'East-bound (Towards Changi Airport)', 'from': 'Tanah Merah', 'name': 'MRT East-West Line (Tanah Merah --> Changi Airport)', 'network': 'Singapore Rail', 'operator': 'SMRT Trains', 'public_transport:version': '2', 'ref': 'EWL', 'route': 'subway', 'to': 'Changi Airport', 'type': 'route', 'wikidata': 'Q1895425', 'wikipedia': 'en:East West MRT line'}\n", - "{'colour': '#009530', 'description': 'West-bound (Towards Tuas Link)', 'from': 'Changi Airport', 'name': 'MRT East-West Line (Changi Airport --> Tanah Merah)', 'network': 'Singapore Rail', 'operator': 'SMRT Trains', 'public_transport:version': '2', 'ref': 'EWL', 'route': 'subway', 'to': 'Tanah Merah', 'type': 'route', 'wikidata': 'Q1895425', 'wikipedia': 'en:East West MRT line'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Punggol Temporary Interchange', 'name': 'Svc 382 (Roundtrip from Punggol Temporary Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '382', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Punggol Temporary Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Punggol Temporary Interchange', 'name': 'Svc 382 (Roundtrip from Punggol Temporary Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '382', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Punggol Temporary Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'construction:route': 'subway', 'from': 'Peng Kang Hill', 'name': 'MRT Jurong Regional Line (Peng Kang Hill --> Boon Lay)', 'network': 'Singapore Rail', 'public_transport:version': '2', 'ref': 'JRL', 'to': 'Boon Lay', 'type': 'route'}\n", - "{'construction:route': 'subway', 'from': 'Boon Lay', 'name': 'MRT Jurong Regional Line (Boon Lay --> Peng Kang Hill)', 'network': 'Singapore Rail', 'public_transport:version': '2', 'ref': 'JRL', 'to': 'Peng Kang Hill', 'type': 'route'}\n", - "{'construction:route': 'subway', 'from': 'Pandan Reservoir', 'name': 'MRT Jurong Regional Line (Pandan Reservoir --> Tengah)', 'network': 'Singapore Rail', 'public_transport:version': '2', 'ref': 'JRL', 'to': 'Tengah', 'type': 'route'}\n", - "{'construction:route': 'subway', 'from': 'Tengah', 'name': 'MRT Jurong Regional Line (Tengah --> Pandan Reservoir)', 'network': 'Singapore Rail', 'public_transport:version': '2', 'ref': 'JRL', 'to': 'Pandan Reservoir', 'type': 'route'}\n", - "{'construction:route': 'subway', 'from': 'Choa Chu Kang', 'name': 'MRT Jurong Regional Line (Choa Chu Kang --> Jurong Pier)', 'network': 'Singapore Rail', 'public_transport:version': '2', 'ref': 'JRL', 'to': 'Jurong Pier', 'type': 'route'}\n", - "{'construction:route': 'subway', 'from': 'Jurong Pier', 'name': 'MRT Jurong Region Line (Jurong Pier --> Choa Chu Kang)', 'network': 'Singapore Rail', 'public_transport:version': '2', 'ref': 'JRL', 'to': 'Choa Chu Kang', 'type': 'route'}\n", - "{'name': 'Lorong Halus Park Connector', 'network': 'lcn', 'note': 'As of June 2019, the park connector is now listed on the NParks web site. Signage on the section next parallel to Serangoon Reservoir is not yet complete, and that section is not paved, but connectivity is there.', 'route': 'bicycle', 'type': 'route'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Sims Place Terminal', 'name': 'Svc 137 (Sims Place Terminal → Upper East Coast Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '137', 'route': 'bus', 'to': 'Upper East Coast Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Upper East Coast Terminal', 'name': 'Svc 137 (Upper East Coast Terminal → Sims Place Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '137', 'route': 'bus', 'to': 'Sims Place Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Compassvale Interchange', 'name': 'Svc 110 (Roundtrip from Compassvale Interchange)', 'name:en': 'Svc 110 (Roundtrip from Compassvale Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '110', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Compassvale Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'colour': '#734538', 'from': 'Caldecott', 'name': 'MRT Thomson–East Coast Line (Caldecott→Woodlands North)', 'name:en': 'MRT Thomson–East Coast Line (Caldecott→Woodlands North)', 'name:zh': '汤申-东海岸线(加利谷 →兀兰北)', 'network': 'Singapore Rail', 'note': 'As of 28 August', 'operator': 'SMRT', 'public_transport:version': '2', 'ref': 'TEL', 'route': 'subway', 'to': 'Woodlands North', 'type': 'route', 'wheelchair': 'yes', 'wikidata': 'Q7795883', 'wikipedia': 'en:Thomson–East Coast MRT line'}\n", - "{'construction': 'subway', 'from': 'Aviation Park', 'name': 'MRT Cross Island Line (Aviation Park --> Bright Hill)', 'name:en': 'MRT Cross Island Line (Aviation Park --> Bright Hill)', 'name:zh': '跨岛地铁线', 'network': 'Singapore Rail', 'public_transport:version': '1', 'railway': 'construction', 'ref': 'CRL', 'route': 'subway', 'to': 'Bright Hill', 'type': 'route', 'wheelchair': 'yes'}\n", - "{'construction': 'subway', 'from': 'Bright Hill', 'name': 'MRT Cross Island Line (Bright Hill --> Aviation Park)', 'name:en': 'MRT Cross Island Line (Bright Hill --> Aviation Park)', 'name:zh': '跨岛地铁线', 'network': 'Singapore Rail', 'public_transport:version': '1', 'railway': 'construction', 'ref': 'CRL', 'route': 'subway', 'to': 'Aviation Park', 'type': 'route', 'wheelchair': 'yes'}\n", - "{'colour': '#748477', 'description': 'Sengkang Light Rapid Transit (East) Counter clockwise', 'duration': '00:15', 'name': 'LRT Sengkang Line (East Loop)', 'network': 'Singapore Rail', 'official_ref': 'Sengkang LRT', 'operator': 'SBS Transit', 'public_transport:version': '2', 'ref': 'SKLRT', 'roundtrip': 'yes', 'route': 'monorail', 'type': 'route'}\n", - "{'colour': '#748477', 'description': 'Sengkang Light Rapid Transit (West Loop) Counter clockwise', 'duration': '00:15', 'name': 'LRT Sengkang Line (West Loop)', 'network': 'Singapore Rail', 'official_ref': 'Sengkang LRT', 'operator': 'SBS Transit', 'public_transport:version': '2', 'ref': 'SKLRT', 'roundtrip': 'yes', 'route': 'monorail', 'type': 'route'}\n", - "{'duration': '00:08', 'from': 'Beach', 'name': 'Sentosa Express', 'name:en': 'Sentosa Express', 'name:ta': 'செந்தோசா எக்ஸ்பிரஸ்', 'name:zh': '圣淘沙捷运', 'network': 'Sentosa', 'operator': 'Sentosa Development Corporation', 'public_transport:version': '2', 'ref': 'Sentosa Express', 'route': 'monorail', 'to': 'VivoCity', 'type': 'route'}\n", - "{'colour': '#748477', 'description': 'Punggol Light Rapid Transit (East Loop) Anticlockwise service A', 'name': 'LRT Punggol Line (East Loop)', 'network': 'Singapore Rail', 'official_ref': 'Punggol LRT', 'operator': 'SBS Transit', 'public_transport:version': '2', 'ref': 'PGLRT', 'roundtrip': 'yes', 'route': 'monorail', 'type': 'route'}\n", - "{'colour': '#748477', 'description': 'Punggol Light Rapid Transit (West Loop) Anti-clockwise service C', 'name': 'LRT Punggol Line (West Loop)', 'network': 'Singapore Rail', 'official_ref': 'Punggol LRT', 'operator': 'SBS Transit', 'public_transport:version': '2', 'ref': 'PGLRT', 'roundtrip': 'yes', 'route': 'monorail', 'type': 'route'}\n", - "{'colour': '#748477', 'description': 'Bukit Panjang Light Rapid Transit Anti-Clockwise service B', 'duration': '00:30', 'from': 'Choa Chu Kang', 'local_ref': 'B', 'name': 'LRT Bukit Panjang Line B', 'name:en': 'LRT Bukit Panjang Line (Anti-Clockwise)', 'network': 'Singapore Rail', 'official_ref': 'Bukit Panjang LRT', 'operator': 'SMRT Trains', 'public_transport:version': '2', 'ref': 'BPLRT', 'roundtrip': 'yes', 'route': 'monorail', 'to': 'Choa Chu Kang', 'type': 'route'}\n", - "{'name': 'Skytrain: C -> B', 'operator': 'Changi Airport Group', 'public_transport:version': '2', 'ref': 'Skytrain', 'route': 'monorail', 'type': 'route'}\n", - "{'name': 'Skytrain: B -> C', 'operator': 'Changi Airport Group', 'public_transport:version': '2', 'ref': 'Skytrain', 'route': 'monorail', 'type': 'route'}\n", - "{'name': 'Skytrain: D -> E', 'operator': 'Changi Airport Group', 'public_transport:version': '2', 'ref': 'Skytrain', 'route': 'monorail', 'type': 'route'}\n", - "{'name': 'Skytrain: E -> D', 'operator': 'Changi Airport Group', 'public_transport:version': '2', 'ref': 'Skytrain', 'route': 'monorail', 'type': 'route'}\n", - "{'name': 'Skytrain: E -> D', 'operator': 'Changi Airport Group', 'public_transport:version': '2', 'ref': 'Skytrain', 'route': 'monorail', 'type': 'route'}\n", - "{'name': 'Skytrain: D -> E', 'operator': 'Changi Airport Group', 'public_transport:version': '2', 'ref': 'Skytrain', 'route': 'monorail', 'type': 'route'}\n", - "{'level': '2', 'name': 'Skytrain: E -> B', 'operator': 'Changi Airport Group', 'public_transport:version': '2', 'ref': 'Skytrain', 'route': 'monorail', 'type': 'route'}\n", - "{'level': '2', 'name': 'Skytrain: B -> E', 'operator': 'Changi Airport Group', 'public_transport:version': '2', 'ref': 'Skytrain', 'route': 'monorail', 'type': 'route'}\n", - "{'name': 'Skytrain: F -> A', 'operator': 'Changi Airport Group', 'public_transport:version': '2', 'ref': 'Skytrain', 'route': 'monorail', 'type': 'route'}\n", - "{'name': 'Skytrain: A -> F', 'operator': 'Changi Airport Group', 'public_transport:version': '2', 'ref': 'Skytrain', 'route': 'monorail', 'type': 'route'}\n", - "{'name': 'Skytrain: A -> A South', 'operator': 'Changi Airport Group', 'public_transport:version': '2', 'ref': 'Skytrain', 'route': 'monorail', 'type': 'route'}\n", - "{'name': 'Skytrain: A South -> A', 'operator': 'Changi Airport Group', 'public_transport:version': '2', 'ref': 'Skytrain', 'route': 'monorail', 'type': 'route'}\n", - "{'colour': '#9016b2', 'construction:route': 'subway', 'from': 'Punggol Coast', 'name': 'MRT North East Line (Punggol Coast --> Punggol)', 'network': 'Singapore Rail', 'operator': 'SBS Transit', 'public_transport:version': '2', 'ref': 'NEL', 'to': 'Punggol', 'type': 'route'}\n", - "{'colour': '#9016b2', 'construction:route': 'subway', 'from': 'Punggol', 'name': 'MRT North East Line (Punggol --> Punggol Coast)', 'network': 'Singapore Rail', 'operator': 'SBS Transit', 'public_transport:version': '2', 'ref': 'NEL', 'to': 'Punggol Coast', 'type': 'route'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Tampines Concourse Interchange', 'name': 'Svc 298 (Roundtrip from Tampines Concourse Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '298', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Tampines Concourse Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'name': 'Seletar West Park Connector', 'network': 'lcn', 'route': 'bicycle', 'type': 'route'}\n", - "{'name': 'Round Island Route', 'network': 'ncn', 'note': \"The Round Island Route is an in-progress walking and cycling route around Singapore. The first section from Rower's Bay to Gardens by the Bay is almost connected. See https://www.nparks.gov.sg/gardens-parks-and-nature/park-connector-network. Please help.\", 'operator': 'NParks', 'ref': 'RIR', 'route': 'bicycle', 'type': 'route'}\n", - "{'name': 'Tram', 'route': 'bus', 'type': 'route'}\n", - "{'name': 'Town Council Cycling Path', 'network': 'lcn', 'ref': 'TC', 'route': 'bicycle', 'type': 'route'}\n", - "{'name': 'LTA Cycling Path Network', 'network': 'lcn', 'ref': 'CPN', 'route': 'bicycle', 'type': 'route'}\n", - "{'direction': '1', 'duration': '00:69', 'fee': 'yes', 'from': 'Hougang Central Interchange', 'interval': '00:15:00', 'name': 'Svc 151e (Hougang Central Interchange => Kent Ridge Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'opening_hours': 'Mo-Fr 07:00-08:30, 17:50-19:20; PH off', 'operator': '1', 'public_transport:version': '1', 'ref': '151e', 'route': 'bus', 'to': 'Kent Ridge Terminal', 'type': 'route'}\n", - "{'direction': '1', 'duration': '87', 'fee': 'yes', 'from': 'Pasir Ris Interchange', 'name': 'Svc 12e (Pasir Ris Interchange → Kampong Bahru Terminal)', 'name:en': 'Svc 12e (Pasir Ris Interchange → Kampong Bahru Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '12e', 'roundtrip': 'no', 'route': 'bus', 'to': 'Kampong Bahru Terminal', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/', 'wheelchair': 'yes'}\n", - "{'direction': '2', 'duration': '85', 'fee': 'yes', 'from': 'Kampong Bahru Terminal', 'name': 'Svc 12e (Kampong Bahru Terminal → Pasir Ris Interchange)', 'name:en': 'Svc 12e (Kampong Bahru Terminal → Pasir Ris Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '12e', 'roundtrip': 'no', 'route': 'bus', 'to': 'Pasir Ris Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/', 'wheelchair': 'yes'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 960e (Woodlands Interchange → Marina Centre Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '960e', 'roundtrip': 'no', 'route': 'bus', 'to': 'Marina Centre Terminal', 'type': 'route', 'website': 'https://www.smrt.com.sg/', 'wheelchair': 'yes'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Marina Centre Terminal', 'name': 'Svc 960e (Marina Centre Terminal → Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '960e', 'roundtrip': 'no', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/', 'wheelchair': 'yes'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Pasir Ris Interchange', 'name': 'Svc 68 (Roundtrip from Pasir Ris Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '68', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Pasir Ris Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'duration': '71', 'fee': 'yes', 'from': 'Yishun Interchange', 'interval': '20-30', 'name': 'Svc 851e (Yishun Interchange → After Duxton Plain Park)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '851e', 'roundtrip': 'no', 'route': 'bus', 'to': 'After Duxton Plain Park', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/', 'wheelchair': 'yes'}\n", - "{'direction': '2', 'duration': '69', 'fee': 'yes', 'from': \"Before Pearl's Hill Terrace\", 'interval': '20-30', 'name': \"Svc 851e (Before Pearl's Hill Terrace → Yishun Interchange)\", 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '851e', 'roundtrip': 'no', 'route': 'bus', 'to': 'Yishun Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/', 'wheelchair': 'yes'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Buangkok Station Exit B', 'name': 'Svc 114 (Buangkok Station Exit B → Buangkok Station Exit A)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '114', 'route': 'bus', 'to': 'Buangkok Station Exit A', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Punggol Temporary Interchange', 'name': 'Svc 384 (Roundtrip from Punggol Temporary Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'opening_hours': 'Mu-Su 05:45-00:35', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '384', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Punggol Temporary Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/', 'wheelchair': 'yes'}\n", - "{'direction': '2', 'distance': '22.0', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 155 (Bedok Interchange → Toa Payoh Interchange)', 'name:en': 'Svc 155 (Bedok Interchange → Toa Payoh Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '155', 'route': 'bus', 'to': 'Toa Payoh Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'distance': '17.9', 'fee': 'yes', 'from': 'Kembangan Station', 'name': 'Svc 135 (Kembangan Station → Ang Mo Kio Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '135', 'route': 'bus', 'to': 'Ang Mo Kio Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Joo Koon Interchange', 'name': 'Svc 974 (Roundtrip from Joo Koon Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '974', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Joo Koon Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/', 'wheelchair': 'yes'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Panjang Interchange', 'name': 'Svc 972 (Roundtrip from Bukit Panjang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '972', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bukit Panjang Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'construction:route': 'subway', 'from': 'Bukit Chagar', 'name': 'Johor Bahru–Singapore Rapid Transit System / Sistem Transit Aliran Johor Bahru–Singapura', 'name:en': 'Johor Bahru–Singapore Rapid Transit System', 'name:id': 'Sistem angkutan cepat Johor Bahru–Singapura', 'name:ms': 'Sistem Transit Aliran Johor Bahru–Singapura', 'name:pl': 'System Szybkiej Kolei Johor Bahru – Singapur', 'name:ta': 'ஜோகூர் பஹ்ரு-சிங்கப்பூர் விரைவான போக்குவரத்து அமைப்பு', 'name:zh': '新山-新加坡捷运系统', 'note': 'Planned opened in 2027', 'opening_date': '2027', 'ref': 'RTS', 'to': 'Woodlands North', 'type': 'route', 'wikidata': 'Q18359019', 'wikipedia': 'en:Johor Bahru–Singapore Rapid Transit System'}\n", - "{'direction': '1', 'distance': '17.0', 'fee': 'yes', 'from': 'Yio Chu Kang Interchange', 'name': 'Svc 71 (Roundtrip from Yio Chu Kang Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'opening_hours': 'Mo-Su 06:00-23:30', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '71', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Yio Chu Kang Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/', 'wheelchair': 'yes'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yishun Interchange', 'name': 'Svc 811T (Roundtrip from Yishun Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '811T', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Yishun Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Kent Ridge Terminal', 'name': 'Svc 95B (Kent Ridge Terminal → Buona Vista Station Exit C)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '95B', 'route': 'bus', 'to': 'Buona Vista Station Exit C', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Temporary Interchange', 'name': 'Svc 925A (Woodlands Temporary Interchange → Kranji Reservoir Park B)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '925A', 'route': 'bus', 'to': 'Kranji Reservoir Park B', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yio Chu Kang Interchange', 'name': 'Svc 72A (Yio Chu Kang Interchange → Opposite Hougang Central Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '72A', 'route': 'bus', 'to': 'Opposite Hougang Central Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'from': 'Buona Vista Terminal', 'name': 'Svc 74e (Buona Vista Terminal => Hougang Central Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'operator': '2', 'public_transport:version': '1', 'ref': '74e', 'route': 'bus', 'to': 'Hougang Central Interchange', 'type': 'route'}\n", - "{'direction': '2', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Marina Bay Station', 'name': 'Svc 657 (Marina Bay Station → Blk 536)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '657', 'route': 'bus', 'to': 'Blk 536', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'from': 'Hougang Central Interchange', 'name': 'Svc 74e (Hougang Central Interchange => Buona Vista Terminal)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'operator': '1', 'public_transport:version': '1', 'ref': '74e', 'route': 'bus', 'to': 'Buona Vista Terminal', 'type': 'route'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Jurong East Interchange', 'name': 'Svc 97e (Jurong East Interchange → Marina Centre Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '97e', 'route': 'bus', 'to': 'Marina Centre Terminal', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Marina Centre Terminal', 'name': 'Svc 97e (Marina Centre Terminal → Jurong East Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '97e', 'route': 'bus', 'to': 'Jurong East Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Blk 347', 'name': 'Svc 868E (Blk 347 → Promenade Station)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '868E', 'route': 'bus', 'to': 'Promenade Station', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Blk 151', 'name': 'Svc 154A (Blk 151 → Lakeside Station)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '154A', 'route': 'bus', 'to': 'Lakeside Station', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yio Chu Kang Interchange', 'name': 'Svc 72B (Yio Chu Kang Interchange → ITE College Central)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '72B', 'route': 'bus', 'to': 'ITE College Central', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Heng Mui Keng Terrace', 'name': 'Svc 30e (Heng Mui Keng Terrace → After Old Airport Road)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '30e', 'route': 'bus', 'to': 'After Old Airport Road', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 30e (Bedok Interchange → After Pasir Panjang Station)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '30e', 'route': 'bus', 'to': 'After Pasir Panjang Station', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yishun Interchange', 'name': 'Svc 812T (Roundtrip from Yishun Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '812T', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Yishun Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Eunos Interchange', 'name': 'Svc 60A (Eunos Interchange → Blk 608)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '60A', 'route': 'bus', 'to': 'Blk 608', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Punggol Temporary Interchange', 'name': 'Svc 386A (Punggol Temporary Interchange → Blk 682A)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '386A', 'route': 'bus', 'to': 'Blk 682A', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Blk 203B', 'name': 'Svc 27A (Blk 203B → Opposite Century Square)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '27A', 'route': 'bus', 'to': 'Opposite Century Square', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Eunos Interchange', 'name': 'Svc 94A (Eunos Interchange → Before RSAF Roundabout)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '94A', 'route': 'bus', 'to': 'Before RSAF Roundabout', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Ang Mo Kio Interchange', 'name': 'Svc 73T (Ang Mo Kio Interchange → Toa Payoh Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '73T', 'route': 'bus', 'to': 'Toa Payoh Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Ang Mo Kio Interchange', 'name': 'Svc 269A (Ang Mo Kio Interchange → Opposite Yio Chu Kang Community Club)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '269A', 'route': 'bus', 'to': 'Opposite Yio Chu Kang Community Club', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Redhill Station', 'name': 'Svc 145A (Redhill Station → Blk 1)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '145A', 'route': 'bus', 'to': 'Blk 1', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yishun Interchange', 'name': 'Svc 807A (Yishun Interchange → Khatib Station Exit D)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '807A', 'route': 'bus', 'to': 'Khatib Station Exit D', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Choa Chu Kang Interchange', 'name': 'Svc 190A (Choa Chu Kang Interchange → Dhoby Ghaut Station)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '190A', 'route': 'bus', 'to': 'Dhoby Ghaut Station', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 912A (Woodlands Interchange → Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '912A', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Serangoon Interchange', 'name': 'Svc 109A (Serangoon Interchange → Blk 913)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '109A', 'route': 'bus', 'to': 'Blk 913', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Tampines Interchange', 'name': 'Svc 969A (Tampines Interchange → Yishun Station)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '969A', 'route': 'bus', 'to': 'Yishun Station', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yio Chu Kang Interchange', 'name': 'Svc 70A (Yio Chu Kang Interchange → Opposite The Ritz-Carlton)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '70A', 'route': 'bus', 'to': 'Opposite The Ritz-Carlton', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Punggol Temporary Interchange', 'name': 'Svc 83T (Punggol Temporary Interchange → Sengkang Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '83T', 'route': 'bus', 'to': 'Sengkang Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 178A (Woodlands Interchange → Kranji Station)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '178A', 'route': 'bus', 'to': 'Kranji Station', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Serangoon Station Exit H', 'name': 'Svc 58A (Serangoon Station Exit H → Tampines Wafer Fab Park)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '58A', 'route': 'bus', 'to': 'Tampines Wafer Fab Park', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Tampines Interchange', 'name': 'Svc 29A (Tampines Interchange → Blk 497D)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '29A', 'route': 'bus', 'to': 'Blk 497D', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Punggol Temporary Interchange', 'name': 'Svc 43e (Punggol Temporary Interchange → Opposite Blk 72)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '43e', 'route': 'bus', 'to': 'Opposite Blk 72', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Between Blks 72/74', 'name': 'Svc 43e (Between Blks 72/74 → Punggol Temporary Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '43e', 'route': 'bus', 'to': 'Punggol Temporary Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 912B (Woodlands Interchange → Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '912B', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Choa Chu Kang Interchange', 'name': 'Svc 188e (Choa Chu Kang Interchange → HarbourFront Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '188e', 'route': 'bus', 'to': 'HarbourFront Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Marina Bay Station', 'name': 'Svc 653 (Marina Bay Station → Hillington Green Condominium)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '653', 'route': 'bus', 'to': 'Hillington Green Condominium', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'After Punggol Road', 'name': 'Svc 118A (After Punggol Road → ITE College East Admin Blk)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '118A', 'route': 'bus', 'to': 'ITE College East Admin Blk', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Eunos Interchange', 'name': 'Svc 63A (Eunos Interchange → Opposite Blk 36)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '63A', 'route': 'bus', 'to': 'Opposite Blk 36', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 9A (Bedok Interchange → Blk 149A)', 'name:en': 'Svc 9A (Bedok Interchange → Blk 149A)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '9A', 'route': 'bus', 'to': 'Blk 149A', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Ang Mo Kio Depot', 'name': 'Svc 268A (Ang Mo Kio Depot → Techplace 2)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '268A', 'route': 'bus', 'to': 'Techplace 2', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Choa Chu Kang Interchange', 'name': 'Svc 991B (Choa Chu Kang Interchange → Opposite Choa Chu Kang Market)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '991B', 'route': 'bus', 'to': 'Opposite Choa Chu Kang Market', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Mapletree Anson', 'name': 'Svc 665 (Mapletree Anson → Blk 203)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '665', 'route': 'bus', 'to': 'Blk 203', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Buona Vista Terminal', 'name': 'Svc 200A (Buona Vista Terminal → Kent Ridge Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '200A', 'route': 'bus', 'to': 'Kent Ridge Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Mapletree Anson', 'name': 'Svc 654 (Mapletree Anson → Farmway Station Exit B)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '654', 'route': 'bus', 'to': 'Farmway Station Exit B', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yishun Interchange', 'name': 'Svc 85A (Yishun Interchange → Sengkang Community Hub)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '85A', 'route': 'bus', 'to': 'Sengkang Community Hub', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Jurong East Interchange', 'name': 'Svc 160M (Roundtrip from Jurong East Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '160M', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Jurong East Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Jurong East Interchange', 'name': 'Svc 51A (Jurong East Interchange → Blk 407)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '51A', 'route': 'bus', 'to': 'Blk 407', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yishun Interchange', 'name': 'Svc 807B (Yishun Interchange → Jiemin Primary School)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '807B', 'route': 'bus', 'to': 'Jiemin Primary School', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Batok Interchange', 'name': 'Svc 991A (Bukit Batok Interchange → Princess Elizabeth Primary School)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '991A', 'route': 'bus', 'to': 'Princess Elizabeth Primary School', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Blk 307A', 'name': 'Svc 13A (Blk 307A → Bishan Station)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '13A', 'route': 'bus', 'to': 'Bishan Station', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Marina Bay Station', 'name': 'Svc 666 (Marina Bay Station → Damai Station Exit B)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '666', 'route': 'bus', 'to': 'Damai Station Exit B', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Boon Lay Interchange', 'name': 'Svc 154B (Boon Lay Interchange → Ngee Ann Polytechnic)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '154B', 'route': 'bus', 'to': 'Ngee Ann Polytechnic', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': \"Saint Michael's Terminal\", 'name': \"Svc 131A (Saint Michael's Terminal → Opposite AXA Tower)\", 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '131A', 'route': 'bus', 'to': 'Opposite AXA Tower', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Marina Bay Station', 'name': 'Svc 655 (Marina Bay Station → Opposite Blk 51)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '655', 'route': 'bus', 'to': 'Opposite Blk 51', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 14A (Bedok Interchange → National Youth Council)', 'name:en': 'Svc 14A (Bedok Interchange → National Youth Council)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '14A', 'route': 'bus', 'to': 'National Youth Council', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 222A (Bedok Interchange → Bedok Station Exit A)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '222A', 'route': 'bus', 'to': 'Bedok Station Exit A', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Clementi Interchange', 'name': 'Svc 96A (Clementi Interchange → NUS Raffles Hall)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '96A', 'route': 'bus', 'to': 'NUS Raffles Hall', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Boon Lay Interchange', 'name': 'Svc 198A (Boon Lay Interchange → Opposite Parc Oasis)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '198A', 'route': 'bus', 'to': 'Opposite Parc Oasis', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Marina Bay Station', 'name': 'Svc 667 (Marina Bay Station → Blk 308)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '667', 'route': 'bus', 'to': 'Blk 308', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Blk 308', 'name': 'Svc 667 (Blk 308 → Marina Bay Financial Centre)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '667', 'route': 'bus', 'to': 'Marina Bay Financial Centre', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'JB Sentral Bus Terminal', 'name': 'Svc 170X (JB Sentral Bus Terminal → Kranji Station)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '170X', 'route': 'bus', 'to': 'Kranji Station', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Toa Payoh Interchange', 'name': 'Svc 142A (Toa Payoh Interchange → Sant Ritz)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '142A', 'route': 'bus', 'to': 'Sant Ritz', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Opposite Blk 430B', 'name': 'Svc 117A (Opposite Blk 430B → Before Khatib Station)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '117A', 'route': 'bus', 'to': 'Before Khatib Station', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 911T (Woodlands Interchange → Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '911T', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Mapletree Anson', 'name': 'Svc 656 (Mapletree Anson → Blk 508 Carpark)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '656', 'route': 'bus', 'to': 'Blk 508 Carpark', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Punggol Temporary Interchange', 'name': 'Svc 382A (Punggol Temporary Interchange → Blk 226A)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '382A', 'route': 'bus', 'to': 'Blk 226A', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Opposite ITE College East Admin Blk', 'name': 'Svc 118B (Opposite ITE College East Admin Blk → Before Punggol Road)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '118B', 'route': 'bus', 'to': 'Before Punggol Road', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Sembawang Interchange', 'name': 'Svc 883M (Roundtrip from Sembawang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '883M', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Sembawang Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Tampines Interchange', 'name': 'Svc 293T (Roundtrip from Tampines Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '293T', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Tampines Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 966A (Woodlands Interchange → Opposite Parkway Parade)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '966A', 'route': 'bus', 'to': 'Opposite Parkway Parade', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 7A (Bedok Interchange → Before Orchard Station Exit B)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '7A', 'route': 'bus', 'to': 'Before Orchard Station Exit B', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Ang Mo Kio Interchange', 'name': 'Svc 130A (Ang Mo Kio Interchange → Blk 25)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '130A', 'route': 'bus', 'to': 'Blk 25', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'NUS Faculty Of Design & Environment', 'name': 'Svc 96B (NUS Faculty Of Design & Environment → Clementi Station Exit A)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '96B', 'route': 'bus', 'to': 'Clementi Station Exit A', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Marina Bay Station', 'name': 'Svc 668 (Marina Bay Station → Blk 649)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '668', 'route': 'bus', 'to': 'Blk 649', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Opposite Blk 649', 'name': 'Svc 668 (Opposite Blk 649 → Marina Bay Financial Centre)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '668', 'route': 'bus', 'to': 'Marina Bay Financial Centre', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Opposite Blk 464', 'name': 'Svc 991C (Opposite Blk 464 → Bukit Gombak Station)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '991C', 'route': 'bus', 'to': 'Bukit Gombak Station', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yishun Station', 'name': 'Svc 883B (Yishun Station → Opposite Blk 590C)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '883B', 'route': 'bus', 'to': 'Opposite Blk 590C', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Jurong East Interchange', 'name': 'Svc 105B (Jurong East Interchange → Clementi Station Exit B)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '105B', 'route': 'bus', 'to': 'Clementi Station Exit B', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Blk 568', 'name': 'Svc 672 (Blk 568 → Marina Bay Financial Centre)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '672', 'route': 'bus', 'to': 'Marina Bay Financial Centre', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Marina Bay Station', 'name': 'Svc 672 (Marina Bay Station → Blk 574)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '672', 'route': 'bus', 'to': 'Blk 574', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 33B (Bedok Interchange → Blk 22)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '33B', 'route': 'bus', 'to': 'Blk 22', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Tampines Interchange', 'name': 'Svc 127A (Tampines Interchange → Opposite Blk 610C)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '127A', 'route': 'bus', 'to': 'Opposite Blk 610C', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Clementi Interchange', 'name': 'Svc 7B (Clementi Interchange → Dhoby Ghaut Station)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '7B', 'route': 'bus', 'to': 'Dhoby Ghaut Station', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Ang Mo Kio Interchange', 'name': 'Svc 138B (Ang Mo Kio Interchange → Opposite Blk 604)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '138B', 'route': 'bus', 'to': 'Opposite Blk 604', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yew Tee Station', 'name': 'Svc 302A (Yew Tee Station → Opposite Yew Tee Station)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '302A', 'route': 'bus', 'to': 'Opposite Yew Tee Station', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Before Lorong 18 Geylang', 'name': 'Svc 21A (Before Lorong 18 Geylang → Before Tai Hoe Hotel)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '21A', 'route': 'bus', 'to': 'Before Tai Hoe Hotel', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Blk 479', 'name': 'Svc 661 (Blk 479 → Marina Bay Financial Centre)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '661', 'route': 'bus', 'to': 'Marina Bay Financial Centre', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Bishan Interchange', 'name': 'Svc 55B (Bishan Interchange → Blk 443)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '55B', 'route': 'bus', 'to': 'Blk 443', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Opposite Blk 479', 'name': 'Svc 661 (Opposite Blk 479 → Blk 405)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '661', 'route': 'bus', 'to': 'Blk 405', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '2', 'from': 'Kent Ridge Terminal', 'name': 'Svc 151e (Kent Ridge Terminal => Hougang Central Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'operator': '2', 'public_transport:version': '1', 'ref': '151e', 'route': 'bus', 'to': 'Hougang Central Interchange', 'type': 'route'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Temporary Interchange', 'name': 'Svc 965A (Woodlands Temporary Interchange → Opposite Yishun Station)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '965A', 'route': 'bus', 'to': 'Opposite Yishun Station', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Jurong East Interchange', 'name': 'Svc 160A (Jurong East Interchange → Opposite Dunearn Secondary School)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '160A', 'route': 'bus', 'to': 'Opposite Dunearn Secondary School', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Station Exit B', 'name': 'Svc 137A (Bedok Station Exit B → Bedok North Station Exit A)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '137A', 'route': 'bus', 'to': 'Bedok North Station Exit A', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Blk 504A Carpark', 'name': 'Svc 116A (Blk 504A Carpark → Serangoon Station Exit C/Blk 201)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '116A', 'route': 'bus', 'to': 'Serangoon Station Exit C/Blk 201', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Kent Ridge Terminal', 'name': 'Svc 33A (Kent Ridge Terminal → Blk 1)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '33A', 'route': 'bus', 'to': 'Blk 1', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Marina Centre Terminal', 'name': 'Svc 195A (Marina Centre Terminal → Tiong Bahru Station)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '195A', 'route': 'bus', 'to': 'Tiong Bahru Station', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Sembawang Interchange', 'name': 'Svc 882A (Sembawang Interchange → Blk 592A)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '882A', 'route': 'bus', 'to': 'Blk 592A', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Blk 190C', 'name': 'Svc 88A (Blk 190C → Opposite Ang Mo Kio Station)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '88A', 'route': 'bus', 'to': 'Opposite Ang Mo Kio Station', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fixme': 'routenew', 'from': 'Sembawang Interchange', 'name': 'Svc 117B (Sembawang Interchange => Opposite Yishun Station)', 'network': 'Land Transport Authority', 'operator': '1', 'public_transport:version': '1', 'ref': '117B', 'route': 'bus', 'to': 'Opposite Yishun Station', 'type': 'route'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Ikea Tampines', 'name': 'Svc 34B (Ikea Tampines → Tampines Wafer Fab Park)', 'name:en': 'Svc 34B (Ikea Tampines → Tampines Wafer Fab Park)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '34B', 'route': 'bus', 'to': 'Tampines Wafer Fab Park', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Kampong Bahru Terminal', 'name': 'Svc 174e (Kampong Bahru Terminal → Boon Lay Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '174e', 'route': 'bus', 'to': 'Boon Lay Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Opposite Blk 115', 'name': 'Svc 45A (Opposite Blk 115 → Serangoon Station Exit A/Blk 413)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '45A', 'route': 'bus', 'to': 'Serangoon Station Exit A/Blk 413', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Joo Koon Interchange', 'name': 'Svc 974A (Joo Koon Interchange → Lot 1/Choa Chu Kang Station)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '974A', 'route': 'bus', 'to': 'Lot 1/Choa Chu Kang Station', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Marina Bay Station', 'name': 'Svc 651 (Marina Bay Station → Blk 276B)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '651', 'route': 'bus', 'to': 'Blk 276B', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Tampines Interchange', 'name': 'Svc 291T (Roundtrip from Tampines Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '291T', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Tampines Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Blk 962', 'name': 'Svc 241A (Blk 962 → Pioneer Station Exit B)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '241A', 'route': 'bus', 'to': 'Pioneer Station Exit B', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Opposite Choa Chu Kang Station', 'name': 'Svc 975B (Opposite Choa Chu Kang Station → Opposite Lim Chu Kang Lane 3)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '975B', 'route': 'bus', 'to': 'Opposite Lim Chu Kang Lane 3', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Choa Chu Kang Interchange', 'name': 'Svc 991 (Choa Chu Kang Interchange → Bukit Batok Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '991', 'route': 'bus', 'to': 'Bukit Batok Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Mapletree Anson', 'name': 'Svc 663 (Mapletree Anson → Opposite Blk 406)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '663', 'route': 'bus', 'to': 'Opposite Blk 406', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'After Ang Mo Kio Station Exit A', 'name': 'Svc 88B (After Ang Mo Kio Station Exit A → Before Yio Chu Kang Road)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '88B', 'route': 'bus', 'to': 'Before Yio Chu Kang Road', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Batok Interchange', 'name': 'Svc 991 (Bukit Batok Interchange → Choa Chu Kang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '991', 'route': 'bus', 'to': 'Choa Chu Kang Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Panjang Interchange', 'name': 'Svc 972M (Roundtrip from Bukit Panjang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '972M', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bukit Panjang Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 903M (Roundtrip from Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '903M', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Mapletree Anson', 'name': 'Svc 652 (Mapletree Anson → Before Sembawang Hills Food Centre)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '652', 'route': 'bus', 'to': 'Before Sembawang Hills Food Centre', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': '3rd Cargo Agents', 'name': 'Svc 89e (3rd Cargo Agents → Hougang Central Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '89e', 'route': 'bus', 'to': 'Hougang Central Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Hougang Central Interchange', 'name': 'Svc 89e (Hougang Central Interchange → CIAS Cargo Ters)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '89e', 'route': 'bus', 'to': 'CIAS Cargo Ters', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Temporary Interchange', 'name': 'Svc 965T (Woodlands Temporary Interchange → Sengkang Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '965T', 'route': 'bus', 'to': 'Sengkang Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 196A (Bedok Interchange → Opposite MAS Building)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '196A', 'route': 'bus', 'to': 'Opposite MAS Building', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Blk 403', 'name': 'Svc 14e (Blk 403 → Orchard Station/Lucky Plaza)', 'name:en': 'Svc 14e (Blk 403 → Orchard Station/Lucky Plaza)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '14e', 'route': 'bus', 'to': 'Orchard Station/Lucky Plaza', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Orchard Station/Lucky Plaza', 'name': 'Svc 14e (Orchard Station/Lucky Plaza → Between Blks 139/140)', 'name:en': 'Svc 14e (Orchard Station/Lucky Plaza → Between Blks 139/140)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '14e', 'route': 'bus', 'to': 'Between Blks 139/140', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Opposite Choa Chu Kang Station', 'name': 'Svc 975A (Opposite Choa Chu Kang Station → After Hai Inn See Temple)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '975A', 'route': 'bus', 'to': 'After Hai Inn See Temple', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Ang Mo Kio Interchange', 'name': 'Svc 138A (Ang Mo Kio Interchange → Singapore Zoo)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '138A', 'route': 'bus', 'to': 'Singapore Zoo', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yishun Interchange', 'name': 'Svc 807 (Roundtrip from Yishun Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '807', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Yishun Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Blk 65', 'name': 'Svc 240A (Blk 65 → Lakeside Station)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '240A', 'route': 'bus', 'to': 'Lakeside Station', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Opposite Serenity Park', 'name': 'Svc 70B (Opposite Serenity Park → Serangoon Station Exit C/Blk 201)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '70B', 'route': 'bus', 'to': 'Serangoon Station Exit C/Blk 201', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Eunos Interchange', 'name': 'Svc 60T (Eunos Interchange → Bedok Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '60T', 'route': 'bus', 'to': 'Bedok Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Temporary Interchange', 'name': 'Svc 925M (Roundtrip from Woodlands Temporary Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '925M', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Woodlands Temporary Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Pasir Ris Interchange', 'name': 'Svc 58B (Pasir Ris Interchange → After Tai Seng Station)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '58B', 'route': 'bus', 'to': 'After Tai Seng Station', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Kovan Station Exit C', 'name': 'Svc 113A (Kovan Station Exit C → Kovan Station Exit B)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '113A', 'route': 'bus', 'to': 'Kovan Station Exit B', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Yishun Interchange', 'name': 'Svc 857B (Yishun Interchange → Promenade Station)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '857B', 'route': 'bus', 'to': 'Promenade Station', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Ghim Moh Terminal', 'name': 'Svc 92A (Ghim Moh Terminal → Blk 13)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '92A', 'route': 'bus', 'to': 'Blk 13', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Boon Lay Interchange', 'name': 'Svc 180A (Boon Lay Interchange → Blk 183)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '180A', 'route': 'bus', 'to': 'Blk 183', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Panjang Interchange', 'name': 'Svc 973A (Bukit Panjang Interchange → Before Pending Station)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '973A', 'route': 'bus', 'to': 'Before Pending Station', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Woodlands Interchange', 'name': 'Svc 169A (Woodlands Interchange → Opposite Yishun Station)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '169A', 'route': 'bus', 'to': 'Opposite Yishun Station', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 913M (Woodlands Interchange → Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '913M', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Opposite Reebonz Building', 'name': 'Svc 68A (Opposite Reebonz Building → Tampines Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '68A', 'route': 'bus', 'to': 'Tampines Interchange', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Bukit Merah Interchange', 'name': 'Svc 16M (Bukit Merah Interchange → Bedok Interchange)', 'name:en': 'Svc 16M (Bukit Merah Interchange → Bedok Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '16M', 'route': 'bus', 'to': 'Bedok Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bedok Interchange', 'name': 'Svc 16M (Bedok Interchange → Bukit Merah Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '16M', 'route': 'bus', 'to': 'Bukit Merah Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Ghim Moh Terminal', 'name': 'Svc 92B (Ghim Moh Terminal → The Rutherford)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '92B', 'route': 'bus', 'to': 'The Rutherford', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Panjang Interchange', 'name': 'Svc 975C (Bukit Panjang Interchange → Police Coast Guard)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '975C', 'route': 'bus', 'to': 'Police Coast Guard', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Opposite Aljunied Station', 'name': 'Svc 125A (Opposite Aljunied Station → Before Siemens Centre)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '125A', 'route': 'bus', 'to': 'Before Siemens Centre', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Sengkang Interchange', 'name': 'Svc 80A (Sengkang Interchange → Aljunied Station)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '80A', 'route': 'bus', 'to': 'Aljunied Station', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Tuas Terminal', 'name': 'Svc 248 (Roundtrip from Tuas Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '248', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Tuas Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Opposite Man Fatt Lam Temple', 'name': 'Svc 10e (Opposite Man Fatt Lam Temple → Opposite AXA Tower)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '10e', 'route': 'bus', 'to': 'Opposite AXA Tower', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Woodlands Interchange', 'name': 'Svc 169B (Woodlands Interchange → Before Admiralty Road West)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '169B', 'route': 'bus', 'to': 'Before Admiralty Road West', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Hub Synergy Point', 'name': 'Svc 10e (Hub Synergy Point → Man Fatt Lam Temple)', 'name:en': 'Svc 10e (Hub Synergy Point → Man Fatt Lam Temple)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '10e', 'route': 'bus', 'to': 'Man Fatt Lam Temple', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 858A (Woodlands Interchange → Opposite Yishun Station)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '858A', 'route': 'bus', 'to': 'Opposite Yishun Station', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 901M (Roundtrip from Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '901M', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Tampines Interchange', 'name': 'Svc 68B (Tampines Interchange → Reebonz Building)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '68B', 'route': 'bus', 'to': 'Reebonz Building', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '2', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Marina Bay Station', 'name': 'Svc 670 (Marina Bay Station → Blk 289)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '670', 'route': 'bus', 'to': 'Blk 289', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Tampines Interchange', 'name': 'Svc 31A (Tampines Interchange → Tanah Merah Station Exit A)', 'name:en': 'Svc 31A (Tampines Interchange → Tanah Merah Station Exit A)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '31A', 'route': 'bus', 'to': 'Tanah Merah Station Exit A', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Opposite Blk 288', 'name': 'Svc 670 (Opposite Blk 288 → Marina Bay Financial Centre)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '670', 'route': 'bus', 'to': 'Marina Bay Financial Centre', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Yio Chu Kang Interchange', 'name': 'Svc 860T (Yio Chu Kang Interchange → Yishun Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '860T', 'route': 'bus', 'to': 'Yishun Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Sengkang Interchange', 'name': 'Svc 159A (Sengkang Interchange → Before Ang Mo Kio Station Exit B)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '159A', 'route': 'bus', 'to': 'Before Ang Mo Kio Station Exit B', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Serangoon Interchange', 'name': 'Svc 100A (Serangoon Interchange → Aljunied Station)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '100A', 'route': 'bus', 'to': 'Aljunied Station', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Tuas Terminal', 'name': 'Svc 247 (Roundtrip from Tuas Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '247', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Tuas Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Choa Chu Kang Interchange', 'name': 'Svc 983A (Choa Chu Kang Interchange → Blk 26)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '983A', 'route': 'bus', 'to': 'Blk 26', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Before Seletar Camp G', 'name': 'Svc 858B (Before Seletar Camp G → After Seletar Camp G)', 'name:en': 'Svc 858B (Before Seletar Camp G → After Seletar Camp G)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '858B', 'route': 'bus', 'to': 'After Seletar Camp G', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'After Punggol Road', 'name': 'Svc 89A (After Punggol Road → Airfreight Terminal Building)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '89A', 'route': 'bus', 'to': 'Airfreight Terminal Building', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Hougang Central Interchange', 'name': 'Svc 112A (Hougang Central Interchange → Kovan Station Exit B)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '112A', 'route': 'bus', 'to': 'Kovan Station Exit B', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Bukit Panjang Interchange', 'name': 'Svc 972A (Bukit Panjang Interchange → Dhoby Ghaut Station)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '972A', 'route': 'bus', 'to': 'Dhoby Ghaut Station', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Aljunied Station', 'name': 'Svc 158A (Aljunied Station → Opposite Aljunied Station)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '158A', 'route': 'bus', 'to': 'Opposite Aljunied Station', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Marina Bay Station', 'name': 'Svc 671 (Marina Bay Station → The Rivervale)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '671', 'route': 'bus', 'to': 'The Rivervale', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Hub Synergy Point', 'name': 'Svc 196e (Hub Synergy Point → Hua Xin Court)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '196e', 'route': 'bus', 'to': 'Hua Xin Court', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Opposite The Rivervale', 'name': 'Svc 671 (Opposite The Rivervale → Marina Bay Financial Centre)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '671', 'route': 'bus', 'to': 'Marina Bay Financial Centre', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Hougang Central Interchange', 'name': 'Svc 147A (Hougang Central Interchange → After Duxton Plain Park)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '147A', 'route': 'bus', 'to': 'After Duxton Plain Park', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Kampong Bahru Terminal', 'name': 'Svc 2A (Kampong Bahru Terminal → Tanah Merah Station Exit B)', 'name:en': 'Svc 2A (Kampong Bahru Terminal → Tanah Merah Station Exit B)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Go-Ahead Singapore', 'operator:wikidata': 'Q24698874', 'operator:wikipedia': 'en:Go-Ahead Singapore', 'public_transport:version': '1', 'ref': '2A', 'route': 'bus', 'to': 'Tanah Merah Station Exit B', 'type': 'route', 'website': 'http://www.go-aheadsingapore.com/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Lagoon View', 'name': 'Svc 196e (Lagoon View → Opposite MAS Building)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '196e', 'route': 'bus', 'to': 'Opposite MAS Building', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Yishun Interchange', 'name': 'Svc 857A (Yishun Interchange → Opposite Sunrise Gardens)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '857A', 'route': 'bus', 'to': 'Opposite Sunrise Gardens', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yishun Interchange', 'name': 'Svc 811A (Yishun Interchange → Opposite Yishun Station Exit B)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '811A', 'route': 'bus', 'to': 'Opposite Yishun Station Exit B', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Toa Payoh Interchange', 'name': 'Svc 90A (Toa Payoh Interchange → Paya Lebar Air Base)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '90A', 'route': 'bus', 'to': 'Paya Lebar Air Base', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'After Ang Mo Kio Interchange', 'name': 'Svc 159B (After Ang Mo Kio Interchange → ITE College Central)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '159B', 'route': 'bus', 'to': 'ITE College Central', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Sembawang Interchange', 'name': 'Svc 859T (Sembawang Interchange → Yishun Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '859T', 'route': 'bus', 'to': 'Yishun Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Mapletree Anson', 'name': 'Svc 660 (Mapletree Anson → Blk 969)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '660', 'route': 'bus', 'to': 'Blk 969', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Opposite Blk 968', 'name': 'Svc 660 (Opposite Blk 968 → Opposite MAS Building)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '660', 'route': 'bus', 'to': 'Opposite MAS Building', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Lorong 1 Geylang Terminal', 'name': 'Svc 11 (Roundtrip from Lorong 1 Geylang Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '11', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Lorong 1 Geylang Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Boon Lay Interchange', 'name': 'Svc 251 (Roundtrip from Boon Lay Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '251', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Boon Lay Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'name': 'Pasir Ris Beach PCN', 'route': 'bicycle', 'type': 'route'}\n", - "{'name': 'Round Island Route', 'route': 'foot', 'type': 'route'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Sembawang Interchange', 'name': 'Svc 117M (Sembawang Interchange → Punggol Temporary Interchange)', 'name:en': 'Svc 117M (Sembawang Interchange → Punggol Temporary Interchange)', 'network': 'SBS', 'network:wikidata': 'Q2661305', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '117M', 'route': 'bus', 'to': 'Punggol Temporary Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Punggol Temporary Interchange', 'name': 'Svc 117M (Punggol Temporary Interchange → Sembawang Interchange)', 'name:en': 'Svc 117M (Punggol Temporary Interchange → Sembawang Interchange)', 'network': 'SBS', 'network:wikidata': 'Q2661305', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '117M', 'route': 'bus', 'to': 'Sembawang Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Woodlands Interchange', 'name': 'Svc 913T (Woodlands Interchange → Woodlands Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '913T', 'route': 'bus', 'to': 'Woodlands Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Bishan Interchange', 'name': 'Svc 410G (Roundtrip from Bishan Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '410G', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bishan Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Bishan Interchange', 'name': 'Svc 410W (Roundtrip from Bishan Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '410W', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bishan Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Buangkok Station Exit B', 'name': 'Svc 114A (Buangkok Station Exit B → Blk 998b)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '114A', 'route': 'bus', 'to': 'Blk 998b', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Opposite Choa Chu Kang Station', 'name': 'Svc 307T (Opposite Choa Chu Kang Station → Choa Chu Kang Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SMRT Buses', 'operator:wikidata': 'Q10852420', 'operator:wikipedia': 'en:SMRT Buses', 'public_transport:version': '1', 'ref': '307T', 'route': 'bus', 'to': 'Choa Chu Kang Interchange', 'type': 'route', 'website': 'https://www.smrt.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Tuas Terminal', 'name': 'Svc 248M (Roundtrip from Tuas Terminal)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '248M', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Tuas Terminal', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Bishan Interchange', 'name': 'Svc 410 (Roundtrip from Bishan Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '410', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bishan Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'fixme': 'routenew', 'from': 'Bishan Interchange', 'name': 'Svc 410 (Roundtrip from Bishan Interchange)', 'network': 'Land Transport Authority', 'network:short': 'LTA', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'SBS Transit', 'operator:wikidata': 'Q2661305', 'operator:wikipedia': 'en:SBS Transit', 'public_transport:version': '1', 'ref': '410', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Bishan Interchange', 'type': 'route', 'website': 'https://www.sbstransit.com.sg/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Yishun Interchange', 'name': 'Svc 801 (Roundtrip from Yishun Interchange)', 'network': 'Land Transport Authority', 'network:wikidata': 'Q3299279', 'network:wikipedia': 'en:Land Transport Authority', 'operator': 'Tower Transit Singapore', 'operator:wikidata': 'Q19898668', 'operator:wikipedia': 'en:Tower Transit Singapore', 'public_transport:version': '1', 'ref': '801', 'roundtrip': 'yes', 'route': 'bus', 'to': 'Yishun Interchange', 'type': 'route', 'website': 'https://towertransit.sg/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Tuas Link', 'name': 'Svc CW7 (Tuas Link → Sultan Abu Bakar Custom)', 'network': 'Causeway Link', 'network:wikidata': 'Q5054648', 'network:wikipedia': 'en:Causeway Link', 'operator': 'Causeway Link', 'operator:wikidata': 'Q5054648', 'operator:wikipedia': 'en:Causeway Link', 'public_transport:version': '1', 'ref': 'CW7', 'route': 'bus', 'to': 'Sultan Abu Bakar Custom', 'type': 'route', 'website': 'https://www.causewaylink.com.my/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'Sultan Abu Bakar Custom', 'name': 'Svc CW7 (Sultan Abu Bakar Custom → Tuas Link)', 'network': 'Causeway Link', 'network:wikidata': 'Q5054648', 'network:wikipedia': 'en:Causeway Link', 'operator': 'Causeway Link', 'operator:wikidata': 'Q5054648', 'operator:wikipedia': 'en:Causeway Link', 'public_transport:version': '1', 'ref': 'CW7', 'route': 'bus', 'to': 'Tuas Link', 'type': 'route', 'website': 'https://www.causewaylink.com.my/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'JB Custom', 'name': 'Svc CW5 (JB Custom → Newton Circus)', 'network': 'Causeway Link', 'network:wikidata': 'Q5054648', 'network:wikipedia': 'en:Causeway Link', 'operator': 'Causeway Link', 'operator:wikidata': 'Q5054648', 'operator:wikipedia': 'en:Causeway Link', 'public_transport:version': '1', 'ref': 'CW5', 'route': 'bus', 'to': 'Newton Circus', 'type': 'route', 'website': 'https://www.causewaylink.com.my/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Newton Circus', 'name': 'Svc CW5 (Newton Circus → JB Custom)', 'network': 'Causeway Link', 'network:wikidata': 'Q5054648', 'network:wikipedia': 'en:Causeway Link', 'operator': 'Causeway Link', 'operator:wikidata': 'Q5054648', 'operator:wikipedia': 'en:Causeway Link', 'public_transport:version': '1', 'ref': 'CW5', 'route': 'bus', 'to': 'JB Custom', 'type': 'route', 'website': 'https://www.causewaylink.com.my/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Queen Street Terminal', 'name': 'Svc CW2 (Queen Street Terminal → JB Custom)', 'network': 'Causeway Link', 'network:wikidata': 'Q5054648', 'network:wikipedia': 'en:Causeway Link', 'operator': 'Causeway Link', 'operator:wikidata': 'Q5054648', 'operator:wikipedia': 'en:Causeway Link', 'public_transport:version': '1', 'ref': 'CW2', 'route': 'bus', 'to': 'JB Custom', 'type': 'route', 'website': 'https://www.causewaylink.com.my/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'JB Custom', 'name': 'Svc CW2 (JB Custom → Queen Street Terminal)', 'network': 'Causeway Link', 'network:wikidata': 'Q5054648', 'network:wikipedia': 'en:Causeway Link', 'operator': 'Causeway Link', 'operator:wikidata': 'Q5054648', 'operator:wikipedia': 'en:Causeway Link', 'public_transport:version': '1', 'ref': 'CW2', 'route': 'bus', 'to': 'Queen Street Terminal', 'type': 'route', 'website': 'https://www.causewaylink.com.my/'}\n", - "{'direction': '2', 'fee': 'yes', 'from': 'Kranji MRT', 'name': 'Svc CW1 (Kranji MRT → JB Custom)', 'network': 'Causeway Link', 'network:wikidata': 'Q5054648', 'network:wikipedia': 'en:Causeway Link', 'operator': 'Causeway Link', 'operator:wikidata': 'Q5054648', 'operator:wikipedia': 'en:Causeway Link', 'public_transport:version': '1', 'ref': 'CW1', 'route': 'bus', 'to': 'JB Custom', 'type': 'route', 'website': 'https://www.causewaylink.com.my/'}\n", - "{'direction': '1', 'fee': 'yes', 'from': 'JB Custom', 'name': 'Svc CW1 (JB Custom → Kranji MRT)', 'network': 'Causeway Link', 'network:wikidata': 'Q5054648', 'network:wikipedia': 'en:Causeway Link', 'operator': 'Causeway Link', 'operator:wikidata': 'Q5054648', 'operator:wikipedia': 'en:Causeway Link', 'public_transport:version': '1', 'ref': 'CW1', 'route': 'bus', 'to': 'Kranji MRT', 'type': 'route', 'website': 'https://www.causewaylink.com.my/'}\n", - "{'name': 'Singapore General Hospital Carpark H Route', 'public_transport:version': '1', 'ref': 'SGH-CP', 'route': 'bus', 'type': 'route'}\n", - "{'name': 'Singapore General Hospital Blue Route', 'public_transport:version': '1', 'ref': 'SGH-Blue', 'route': 'bus', 'type': 'route'}\n", - "{'name': 'Singapore General Hospital Orange Route', 'public_transport:version': '1', 'ref': 'SGH-Orange', 'route': 'bus', 'type': 'route'}\n", - "{'fee': 'yes', 'from': 'Perling Mall', 'name': 'Svc CW6 (Perling Mall → Boon Lay)', 'network': 'Causeway Link', 'network:wikidata': 'Q5054648', 'network:wikipedia': 'en:Causeway Link', 'operator': 'Causeway Link', 'operator:wikidata': 'Q5054648', 'operator:wikipedia': 'en:Causeway Link', 'public_transport:version': '1', 'ref': 'CW6', 'route': 'bus', 'to': 'Boon Lay', 'type': 'route', 'website': 'https://www.causewaylink.com.my/'}\n", - "{'fee': 'yes', 'from': 'Boon Lay', 'name': 'Svc CW6 (Boon Lay → Sultan Abu Bakar Complex)', 'network': 'Causeway Link', 'network:wikidata': 'Q5054648', 'network:wikipedia': 'en:Causeway Link', 'operator': 'Causeway Link', 'operator:wikidata': 'Q5054648', 'operator:wikipedia': 'en:Causeway Link', 'public_transport:version': '1', 'ref': 'CW6', 'route': 'bus', 'to': 'Sultan Abu Bakar Complex', 'type': 'route', 'website': 'https://www.causewaylink.com.my/'}\n" - ] - } - ], - "source": [ - "types = relations.tags.apply(lambda x: x['type'] == 'route' if 'type' in x.keys() else False)\n", - "for item in relations.tags[types]:\n", - " print(item)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 33, - "id": "3d3ee1b2", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "10 {'id': '445764', 'tags': {'colour': '#009530', 'description': 'East-bound (Towards Pasir Ris)', 'from': 'Tuas Link', 'name': 'MRT East-West Line (Tuas Link --> Pasir Ris)', 'network': 'Singapore Rail', 'operator': 'SMRT Trains', 'public_transport:version': '2', 'ref': 'EWL', 'route': 'subway', 'to': 'Pasir Ris', 'type': 'route', 'wikidata': 'Q1895425', 'wikipedia': 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'way'}, {'ref': '463085906', 'role': '', 'type': 'way'}]}\n", - "414 {'id': '2313458', 'tags': {'colour': '#0354a6', 'from': 'Bukit Panjang', 'name': 'MRT Downtown Line (Bukit Panjang --> Expo)', 'name:en': 'MRT Downtown Line (Bukit Panjang --> Expo)', 'name:zh': '滨海市区线(武吉班让至博览)', 'network': 'Singapore Rail', 'operator': 'SBS Transit', 'public_transport:version': '2', 'ref': 'DTL', 'route': 'subway', 'to': 'Expo', 'type': 'route', 'wheelchair': 'yes', 'wikidata': 'Q1663943', 'wikipedia': 'en:Downtown MRT line'}, 'members': [{'ref': '6502281734', 'role': 'stop_inactive', 'type': 'node'}, {'ref': '5264975531', 'role': 'stop', 'type': 'node'}, {'ref': '7106086688', 'role': 'stop', 'type': 'node'}, {'ref': '1840076836', 'role': 'stop', 'type': 'node'}, {'ref': '7106086689', 'role': 'stop', 'type': 'node'}, {'ref': '7106086687', 'role': 'stop', 'type': 'node'}, {'ref': '1840076847', 'role': 'stop', 'type': 'node'}, {'ref': '1840076854', 'role': 'stop', 'type': 'node'}, {'ref': '6589730989', 'role': 'stop', 'type': 'node'}, {'ref': '1840733443', 'role': 'stop', 'type': 'node'}, {'ref': '1840076843', 'role': 'stop', 'type': 'node'}, {'ref': '6589246804', 'role': 'stop', 'type': 'node'}, {'ref': '6917722574', 'role': 'stop', 'type': 'node'}, {'ref': '6589342486', 'role': 'stop', 'type': 'node'}, {'ref': '6589313471', 'role': 'stop', 'type': 'node'}, {'ref': '5388291980', 'role': 'stop', 'type': 'node'}, {'ref': '7106086686', 'role': 'stop', 'type': 'node'}, {'ref': '7106086685', 'role': 'stop', 'type': 'node'}, {'ref': '6587730605', 'role': 'stop', 'type': 'node'}, {'ref': '7105997484', 'role': 'stop', 'type': 'node'}, {'ref': '4008935462', 'role': 'stop', 'type': 'node'}, {'ref': '3067274650', 'role': 'stop', 'type': 'node'}, {'ref': '1840733401', 'role': 'stop', 'type': 'node'}, {'ref': '1840733412', 'role': 'stop', 'type': 'node'}, {'ref': '7105997482', 'role': 'stop', 'type': 'node'}, {'ref': '5014444763', 'role': 'stop', 'type': 'node'}, {'ref': '1840733452', 'role': 'stop', 'type': 'node'}, {'ref': '1840733417', 'role': 'stop', 'type': 'node'}, {'ref': '1840733398', 'role': 'stop', 'type': 'node'}, {'ref': '1840733399', 'role': 'stop', 'type': 'node'}, {'ref': '7105997480', 'role': 'stop', 'type': 'node'}, {'ref': '5180257611', 'role': 'stop', 'type': 'node'}, {'ref': '1840700819', 'role': 'stop', 'type': 'node'}, {'ref': '7105997481', 'role': 'stop', 'type': 'node'}, {'ref': '1840701015', 'role': 'stop', 'type': 'node'}, {'ref': '3020042903', 'role': 'stop_inactive', 'type': 'node'}, {'ref': '3020042901', 'role': 'stop_inactive', 'type': 'node'}, {'ref': '544673198', 'role': '', 'type': 'way'}, {'ref': '520182999', 'role': '', 'type': 'way'}, {'ref': '380508287', 'role': '', 'type': 'way'}, {'ref': '203845606', 'role': '', 'type': 'way'}, {'ref': '558667145', 'role': '', 'type': 'way'}, {'ref': '251603805', 'role': '', 'type': 'way'}, {'ref': '475099469', 'role': '', 'type': 'way'}, {'ref': '588818422', 'role': '', 'type': 'way'}, {'ref': '471540609', 'role': '', 'type': 'way'}, {'ref': '178063325', 'role': 'inactive', 'type': 'way'}]}\n" - ] - } - ], - "source": [ - "#now we can use this for finding the shortest path from A to B\n", - "for i, item in enumerate(data['relations']):\n", - " if 'route' in item['tags'].keys():\n", - " if item['tags']['route'] == 'subway':\n", - " print(i,item)\n", - " if i >500:\n", - " break" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "9e80d84f", - "metadata": {}, - "outputs": [], - "source": [ - "def get_nodes_involved(way = None, relation = None):\n", - " if way is not None:\n", - " return way['nodeRefs']\n", - " else:\n", - " ls = []\n", - " for w in relation['members']:\n", - " if w['type'] == 'way':\n", - " for item in ways.loc[w['ref']]['nodeRefs']:\n", - " ls.append(item)\n", - " else:\n", - " ls.append(w['ref'])\n", - " return ls\n", - " \n", - "def nodeID_to_coords(nodeIDs: list):\n", - " coords_ls_x = []\n", - " coords_ls_y = []\n", - " for i in nodeIDs:\n", - " try:\n", - " coords = nodes.loc[i]['lat'], nodes.loc[i]['lon']\n", - " coords_ls_x.append(coords[0])\n", - " coords_ls_y.append(coords[1])\n", - " except:\n", - " continue\n", - " return coords_ls_x, coords_ls_y\n", - " \n", - "\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "id": "a154c620", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{None,\n", - " 'bridleway',\n", - " 'bus_stop',\n", - " 'construction',\n", - " 'corridor',\n", - " 'cycleway',\n", - " 'elevator',\n", - " 'footway',\n", - " 'living_street',\n", - " 'motorway',\n", - " 'motorway_link',\n", - " 'no_stopping',\n", - " 'path',\n", - " 'pedestrian',\n", - " 'primary',\n", - " 'primary_link',\n", - " 'proposed',\n", - " 'raceway',\n", - " 'residential',\n", - " 'rest_area',\n", - " 'road',\n", - " 'secondary',\n", - " 'secondary_link',\n", - " 'service',\n", - " 'services',\n", - " 'steps',\n", - " 'tertiary',\n", - " 'tertiary_link',\n", - " 'track',\n", - " 'trail',\n", - " 'trunk',\n", - " 'trunk_link',\n", - " 'unclassified'}" - ] - }, - "execution_count": 34, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "waytypes = ways.tags.apply(lambda x: x['highway'] if 'highway' in x.keys() else None)\n", - "set(waytypes)" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "0bf29748", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "def visualize_route(relation):\n", - " n = get_nodes_involved(relation = relation)\n", - " c = nodeID_to_coords(n)\n", - " plt.plot(c[0],c[1], '-o', markersize= 1)\n", - " plt.show()\n", - " \n", - "visualize_route(relations.loc['1147131'])" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "id": "e33aac95", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'Causeway Link',\n", - " 'Circle Line (CCL)/Downtown Line (DTL)',\n", - " 'Downtown Line (DTL)',\n", - " 'East West Line (EWL)/North East Line (NEL)',\n", - " 'KTM Intercity',\n", - " 'Land Transport Authority',\n", - " 'MRT',\n", - " 'NTU',\n", - " 'NUS Buses',\n", - " 'NUS ISB',\n", - " None,\n", - " 'North South Line (NSL)/Circle Line (CCL)',\n", - " 'Park Connector Network',\n", - " 'SBS',\n", - " 'Sentosa',\n", - " 'Singapore',\n", - " 'Singapore Rail',\n", - " 'bus_master',\n", - " 'lcn',\n", - " 'local',\n", - " 'lwn',\n", - " 'ncn',\n", - " 'rwn',\n", - " 'subway'}" - ] - }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "routetypes = relations.tags.apply(lambda x: x['network'] if 'network' in x.keys() else None)\n", - "set(routetypes)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "55ae65a1", - "metadata": {}, - "outputs": [], - "source": [ - "def get_routes(relation, kind = 'bus'):\n", - " ls2 = []\n", - " for i,r in relation.iterrows():\n", - " if 'route' in r['tags'].keys():\n", - " if 'network' in r['tags'].keys():\n", - " if r['tags']['route'] == kind and r['tags']['network'] in ['Singapore Rail',\n", - " 'Land Transport Authority',\n", - " 'Circle Line (CCL)/Downtown Line (DTL)',\n", - " 'Downtown Line (DTL)',\n", - " 'East West Line (EWL)/North East Line (NEL)',\n", - " 'MRT',\n", - " 'North South Line (NSL)/Circle Line (CCL)',\n", - " 'Singapore',\n", - " 'SBS']: \n", - " ls = []\n", - " for member in r['members']:\n", - " if member['type'] == 'node' and member['role'] != 'stop_inactive':\n", - " ls.append(member['ref'])\n", - " ls2.append(ls)\n", - " return ls2\n", - "\n", - "#get the operating routes only\n", - "bus_routes = get_routes(relations, 'bus')\n", - "train_routes = get_routes(relations, 'subway')\n", - "#rail_routes = get_routes(relations, 'railway')\n", - "monorail_routes = get_routes(relations, 'monorail')\n", - "\n", - "print(len(bus_routes)) #723 different routes\n", - "print(len(train_routes)) #18 different routes\n", - "print(len(monorail_routes)) #10 monorail routes" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ab27f57d", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "0b824ae6", - "metadata": {}, - "outputs": [], - "source": [ - "bus_stops = set(list(itertools.chain.from_iterable(bus_routes)))\n", - "train_stops = set(list(itertools.chain.from_iterable(train_routes)))\n", - "monorail_stops = set(list(itertools.chain.from_iterable(monorail_routes)))\n", - "\n", - "#in operation\n", - "print(len(bus_stops)) #5061 bus stops ~ 5049 in July 2021\n", - "print(len(train_stops)) #196 train stations, 126 left\n", - "print(len(monorail_stops)) #56 monorail stations, 15 repeated, so 41 left" - ] - }, - { - "cell_type": "code", - "execution_count": 46, - "id": "bc979dc1", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'Blk 512',\n", - " 'After Tai Thong Cresent',\n", - " 'Opposite Blk 313 Carpark',\n", - " 'Opposite Blk 367',\n", - " 'Before Mount Sinai Walk',\n", - " 'Opposite Jurong Lake',\n", - " 'Opposite Kew Green Condominium',\n", - " 'Blk 258A',\n", - " 'Resorts World Sentosa',\n", - " 'Lorong 1 Geylang Terminal',\n", - " 'Before Tyersall Avenue',\n", - " 'Blk 333',\n", - " 'Opposite Blk 248',\n", - " 'After Blk 5000',\n", - " 'Toho Green',\n", - " 'Opposite Blk 716',\n", - " 'Promenade Station/Pan Pacific',\n", - " 'Pioneer Station Exit B',\n", - " 'Blk 730',\n", - " 'After Jalan Batalong',\n", - " 'Opposite Kent Ridge Secondary School',\n", - " 'Kent Ridge Station Exit B',\n", - " 'Blk 190C',\n", - " 'Blk 156',\n", - " 'Opposite ACS Boarding School',\n", - " 'After Bartley Road',\n", - " 'Opposite Maritime House',\n", - " 'Between Blks 524b/523d',\n", - " 'Blk 3021',\n", - " 'Before Lorong 23 Geylang',\n", - " 'Opposite Punggol Community Club',\n", - " 'Blk 200',\n", - " 'After Lentor Grove',\n", - " 'MacPherson Station Exit A',\n", - " 'Blk 402',\n", - " 'Opposite Changi Naval Base',\n", - " 'Blk 382C',\n", - " 'After Tuas West Road',\n", - " 'Upper Thomson Station Exit 5',\n", - " 'Opposite Daikin Singapore',\n", - " 'Opposite Bishan Park',\n", - " 'Before Tanjong Kling Road',\n", - " 'Opposite Mayflower Secondary School',\n", - " 'After Corporation Road',\n", - " 'Blk 104',\n", - " 'Blk 620',\n", - " 'Blk 532',\n", - " 'Seventh-Day Advent Church',\n", - " 'Before Choa Chu Kang Link',\n", - " 'Before Sims Avenue',\n", - " 'Opposite Home Team Academy',\n", - " 'Opposite The Nautical',\n", - " 'Blk 508 Carpark',\n", - " 'Kranji Station',\n", - " 'SMRT Ulu Pandan Depot',\n", - " 'Maxwell Road Food Centre',\n", - " 'Maritime House',\n", - " 'Kovan Station Exit B',\n", - " 'Kaki Bukit Industrial Estate',\n", - " 'Blk 924',\n", - " 'West Spring Secondary School',\n", - " 'Before Jurong West Street 51',\n", - " \"Opposite Saint Nicholas Girls'\",\n", - " 'Infinite Studios',\n", - " 'Opposite Jalan Janggus',\n", - " 'After Bukit Batok Station/Blk 628',\n", - " 'ITE College Central',\n", - " 'Opposite Labrador Park Station',\n", - " 'Opposite Blk 178A',\n", - " 'After Jalan Kemuning',\n", - " 'Singapore Management University',\n", - " 'Before Davidson Road',\n", - " 'Before Track 33',\n", - " 'Blk 555',\n", - " 'Opposite Bukit Panjang Primary School',\n", - " 'Before Jurong Pier Road',\n", - " 'Singapore Food Industries Building',\n", - " \"Saint Andrew'S Village\",\n", - " 'Opposite Blk 232',\n", - " 'Opposite SAFRA Yishun',\n", - " 'Sixth Avenue Station',\n", - " 'After Buangkok Drive',\n", - " 'After Jurong Pier Road',\n", - " 'Opposite Sengkang General Hospital',\n", - " 'Opposite Blk 487B',\n", - " 'Opposite Admiralty Station',\n", - " 'Dapolite Industrial',\n", - " 'Dover Station Exit B',\n", - " 'Blk 204 Carpark',\n", - " 'Hall 1',\n", - " 'Ascent',\n", - " 'Opposite Marina Barrage',\n", - " 'After Woodlands Industrial Park E4',\n", - " 'Queen Street Terminal',\n", - " 'Before Waterloo Street',\n", - " 'CHIJ Katong Convent (Secondary)',\n", - " 'After Blk 4',\n", - " 'Blk 90',\n", - " '112 Katong',\n", - " 'Opposite JP Nelson',\n", - " 'After Gul Street 3',\n", - " 'Loyang Way/Soxal',\n", - " 'Northvale Condominium',\n", - " 'Rolls Royce Private Limited',\n", - " 'After Chartwell Road',\n", - " 'Auto World Care',\n", - " \"Opposite Queen's Close\",\n", - " 'CSC Dempsey Clubhouse',\n", - " 'Blk 505C',\n", - " 'Blk 134',\n", - " 'Opposite Harvest Mansions',\n", - " 'Blk 516',\n", - " 'Opposite Ang Mo Kio Commission Hospital',\n", - " 'Shenton Way Terminal',\n", - " 'Sing-China Building',\n", - " 'Sing Huat Hardware',\n", - " \"Opposite Yeo's Building\",\n", - " 'Opposite SBST Ang Mo Kio Depot',\n", - " 'Opposite Lorong 1 Geylang Terminal',\n", - " 'Asia Steel Welded Mesh',\n", - " 'After Track 14',\n", - " 'Serangoon Garden Circus',\n", - " 'Headquarters 5th SIB Camp I',\n", - " 'Opposite Rolls Royce Private Limited',\n", - " 'Opposite Blk 445',\n", - " 'Pioneer Junction',\n", - " 'Greendale Primary School',\n", - " 'After Kreta Ayer Road',\n", - " 'Opposite Fengshan Primary School',\n", - " 'Bendemeer Station Exit B',\n", - " 'Blk 108',\n", - " 'Toa Payoh Stadium',\n", - " 'After Dairy Farm Road',\n", - " 'Opposite Blk 137',\n", - " 'Blk 148',\n", - " 'After Woodlands Centre Road',\n", - " 'Opposite Jurong Inspection Centre',\n", - " 'Blk 549',\n", - " 'Opposite Ang Mo Kio Industrial Park 2',\n", - " 'Opposite Upper Seletar Reservoir',\n", - " 'GES Singapore',\n", - " 'Opposite Trellis Towers',\n", - " 'After Pandan Road',\n", - " 'Hillview Green',\n", - " 'Between Blks 33/34',\n", - " 'Kandang Kerbau Women & Children Hospital',\n", - " 'Blk 250A',\n", - " 'Opposite Blk 521',\n", - " 'Before Bukit Batok West Avenue 5',\n", - " 'Before Orchard Station Exit B',\n", - " 'Before Jalan Jurong Kechil',\n", - " 'Caldecott Station Exit 1',\n", - " 'Opposite Lamp Post 31',\n", - " 'After Jalan Kayu',\n", - " 'Before Anchorvale Street',\n", - " 'Ubi Station Exit A',\n", - " 'Opposite Blk 95',\n", - " 'Riva Lodge',\n", - " 'Bosch',\n", - " 'Before Goldhill Avenue',\n", - " 'Opposite Regent Villa',\n", - " 'Before Cashew Station',\n", - " 'After Seagate',\n", - " 'Before Ang Mo Kio Avenue 5',\n", - " 'Telok Blangah Market/Food Centre',\n", - " 'British Council',\n", - " 'Opposite Fairfield Methodist Primary School',\n", - " 'Opposite Keppel Distripark Blk 519',\n", - " 'Opposite Somerset Station',\n", - " 'Before Braddell Road',\n", - " 'Opposite Opera Estate Primary School',\n", - " 'Changi Airport Passsenger Terminal Building 3',\n", - " 'Before Sc Auto',\n", - " 'Novotel Mercure @ Stevens',\n", - " 'Blk 526',\n", - " 'Tentera Diraja Mosque',\n", - " 'Opposite Blk 518',\n", - " 'National Leadership Institute',\n", - " 'Bukit Panjang Station/Blk 604',\n", - " 'Pebble Bay',\n", - " 'Chung Hwa Free Clinic',\n", - " 'Opposite The Fisherman Church',\n", - " 'After E.C. Sea Sports Club',\n", - " 'Thomson Medical Centre',\n", - " 'Before Frankel Terrace',\n", - " 'Before Marymount Lane',\n", - " 'Opposite Bright Hill Temple',\n", - " 'Opposite Mattar Station Exit B',\n", - " 'Opposite Singapore Polytechnic',\n", - " 'Blk 120',\n", - " 'Before Elite Park Avenue',\n", - " 'Blk 891C Carpark',\n", - " 'National Oxygen Private Limited',\n", - " 'After Joo Chiat Place',\n", - " 'Blk 701',\n", - " 'Blk 882A',\n", - " 'Bugis Station Exit A',\n", - " 'After Changi Ferry Road',\n", - " 'Blk 53A Carpark',\n", - " 'Before Tampines Industrial Avenue 4',\n", - " 'After Scania Singapore',\n", - " 'Blk 161',\n", - " 'NCS Hub',\n", - " 'After Tampines Expressway',\n", - " 'Opposite Serangoon Secondary School',\n", - " 'After Chen Li Presbyterian Church',\n", - " 'Blk 125',\n", - " 'Blk 88',\n", - " 'Dunman Secondary School',\n", - " 'Before Pasir Ris Street 53',\n", - " 'Blk 110',\n", - " 'Kovan Hub',\n", - " 'After Lentor Street',\n", - " 'Blk 137',\n", - " 'National Junior College',\n", - " 'Before ECON Medicare Centre',\n", - " 'Opposite ACS Independent',\n", - " 'After Fourth Lok Yang Road',\n", - " 'Thomson Flyover',\n", - " 'Opposite Hillview Apartments',\n", - " 'Opposite Man Fatt Lam Temple',\n", - " 'After Senoko Avenue',\n", - " 'WYN2000 Logistics Centre',\n", - " 'Opposite Blk 201',\n", - " 'Opposite Singapore Indoor Stadium',\n", - " 'Opposite Temasek Secondary School',\n", - " 'Opposite Pine Grove Condominium',\n", - " 'Opposite Blk 200B',\n", - " 'Sri Vadapathira K Temple',\n", - " 'Flamingo Valley',\n", - " 'Upper Changi Station/Opposite Singapore University of Technology and Design',\n", - " 'Changi Court',\n", - " 'Opposite Blk 622',\n", - " 'Kentish Lodge',\n", - " 'Blk 34',\n", - " 'Ang Mo Kio Interchange',\n", - " 'Blk 154',\n", - " 'Kentish Green',\n", - " 'Teletech Park',\n", - " 'Assyakirin Mosque',\n", - " 'Opposite Singapore Aerospace Manufacturing',\n", - " 'Comfort Test Centre',\n", - " 'Oasis Station Exit B/Blk 617D',\n", - " 'Before Ang Mo Kio Avenue 9',\n", - " 'After Ang Mo Kio Station Exit A',\n", - " 'Opposite Utoc Engineering',\n", - " 'Khatib Camp',\n", - " 'Sci Park 2/The Gemini',\n", - " 'Opposite Loyang Point',\n", - " 'After Bidadari Park Drive',\n", - " 'Blk 846',\n", - " 'Nanyang Polytechnic',\n", - " 'Church Of Saint Vincent De Paul',\n", - " 'Opposite Keppel Logistics',\n", - " 'Citimac Industrial Complex',\n", - " 'After Lorong 34 Geylang',\n", - " 'Before West Camp Road',\n", - " 'Automobile Megamart',\n", - " 'Grandlink Square',\n", - " 'Blk 333B',\n", - " 'UOB Tampines Centre',\n", - " 'Blk 355',\n", - " 'Before Sembawang Shipyard G 3',\n", - " 'Opposite Changi Chapel Museum',\n", - " 'The Nautical',\n", - " 'After ECON Medicare Centre',\n", - " 'Lamp Post 94',\n", - " 'Before Swiss Cottage Estate',\n", - " 'Blk 590C',\n", - " 'After Orchard Boulevard',\n", - " 'Upper East Coast Terminal',\n", - " 'Blk 408',\n", - " 'Opposite Blk 227',\n", - " 'Taman Jurong Greens',\n", - " 'Before Telok Blangah Hill Park',\n", - " 'ITE College East Admin Blk',\n", - " 'Before Balestier Plaza',\n", - " 'Before Simei Road',\n", - " 'Daikin Singapore',\n", - " 'Blk 141A',\n", - " 'King Albert Park',\n", - " 'New Town Secondary School',\n", - " \"Opposite Saint Theresa's Convent\",\n", - " 'Blk 326D',\n", - " 'Opposite Blk 3014',\n", - " 'Blk 608',\n", - " 'Blk 842C',\n", - " 'Blk 285',\n", - " 'Opposite Blk 109',\n", - " 'Opposite Blk 325',\n", - " 'After Turnhouse Road',\n", - " 'Before Muslim Cemetery Path 7',\n", - " 'Before Jalan Kembangan',\n", - " 'Opposite Blks 771/772',\n", - " 'Poh Cheong Concrete Products',\n", - " 'After Bukit Batok East Avenue 6',\n", - " 'Before Still Road',\n", - " 'Pasir Ris Town Park',\n", - " 'Jurong Abattoir',\n", - " 'After Benoi Sector',\n", - " 'Opposite Police Tactical Training Camp',\n", - " 'Delta Sports Hall',\n", - " 'After Stevens Station',\n", - " 'After Telok Blangah Heights',\n", - " 'Yishun Sports Hall',\n", - " 'Queenstown Library',\n", - " 'After Kempas Road',\n", - " 'Before Geylang Road',\n", - " 'Before BKE',\n", - " 'National University of Singapore Faculty Of Architecture',\n", - " 'Before Gerald Drive',\n", - " 'Newton Station Exit A',\n", - " 'After Neo Tiew Road',\n", - " 'Opposite Tan Boon Chong Avenue',\n", - " 'Bukit Merah Secondary School',\n", - " 'After Paya Lebar Cresent',\n", - " 'Opposite One Amber',\n", - " 'Cardiff Residence',\n", - " 'Between Blks 142/148',\n", - " 'Al-Amin Mosque',\n", - " 'Opposite Ang Mo Kio Primary School',\n", - " 'Blk 348B',\n", - " 'Opposite Chung Cheng High School',\n", - " 'Christ Methodist Church',\n", - " 'Opposite SMRT Ulu Pandan Depot',\n", - " 'Opposite Trinity Methodist Church',\n", - " 'Old Hill Street Police Station',\n", - " 'Before Tampines West Station',\n", - " 'Damai Station Exit A',\n", - " 'Opposite Temasek Junior College',\n", - " 'Bedok Reservoir Station Exit B',\n", - " 'Opposite Holiday Inn Atrium',\n", - " 'Delfi Orchard',\n", - " 'Blk 272C',\n", - " 'Before Punggol Central',\n", - " 'Oasis Station Exit A',\n", - " 'After Farrer Park Station Exit G',\n", - " 'Yusof Ishak House',\n", - " 'Toyochem Ink',\n", - " 'Blk 293',\n", - " 'Bugis Station Exit B',\n", - " 'After Yuan Ching Road',\n", - " 'Buona Vista Station Exit C',\n", - " 'Jas Metal Coatings',\n", - " 'Jurong East Library',\n", - " 'Opposite Blks 469A/469B',\n", - " 'The Trillium',\n", - " 'Blk 602B',\n", - " 'Before Sungei Kadut Way',\n", - " 'After Elite Park Avenue',\n", - " 'Multico',\n", - " 'Opposite Blk 579',\n", - " 'Tanglin Trust School',\n", - " 'Pan Tech Industrial Complex',\n", - " 'MacPherson Station Exit C',\n", - " 'Paya Lebar Station Exit B',\n", - " 'Opposite Blk 127',\n", - " 'Before Kim Keat Lane',\n", - " 'Opposite Sembawang Drug Rehabilitationb Centre',\n", - " 'Blk 311',\n", - " 'After Andrew Road',\n", - " 'Yishun Secondary School',\n", - " 'After VICOM',\n", - " 'Opposite Changi Lodge 2',\n", - " 'After Cemetery Chapel',\n", - " 'Wharves Building',\n", - " 'Blk 536',\n", - " 'Tanglin View',\n", - " 'Teck Ghee Court',\n", - " 'Stellar River Valley',\n", - " 'Junction 10',\n", - " 'Blk 825',\n", - " 'After Jalan Ulu Sembawang',\n", - " 'Blk 306',\n", - " 'Aljunied Community Club',\n", - " 'Before Jalan Ulu Sembawang',\n", - " \"Saint Michael's Terminal\",\n", - " 'After Buangkok East Drive',\n", - " 'After Raffles Hotel',\n", - " 'Blk 13',\n", - " 'Shaw Plaza',\n", - " 'Opposite Exxon Mobil',\n", - " \"Opposite Paya Lebar Girls' School\",\n", - " 'Blk 129',\n", - " 'Opposite Glendale Park Condominium',\n", - " 'Opposite Blk 451A',\n", - " 'Opposite Neo Tiew Road',\n", - " 'After Hasanah Mosque',\n", - " 'Flora East',\n", - " 'Keppel Workshop',\n", - " 'Opposite Fuchun Community Club',\n", - " 'Opposite Punggol Secondary School',\n", - " 'Sembawang Interchange',\n", - " 'Jalan Kayu Shophouse',\n", - " 'After Jalan Bena',\n", - " 'After Tuas West Road Station',\n", - " 'Sengkang General Hospital',\n", - " 'Opposite Galmon Singapore',\n", - " 'After Bishan Street 21',\n", - " 'Lea Hin Hardware Factory',\n", - " 'Blk 401A Carpark',\n", - " 'Opposite Blk 614',\n", - " 'Opposite Alexandra Point',\n", - " 'Before Old Upper Thomson Road',\n", - " 'Holland V Station Exit A',\n", - " 'Opposite Summerdale',\n", - " 'Opposite Blk 336A Carpark',\n", - " 'Opposite Carpark F',\n", - " 'River Valley Residences',\n", - " 'Darul Ghufran Mosque',\n", - " 'Blk 259 Carpark',\n", - " 'Blk 932',\n", - " 'Opposite Seasons Park',\n", - " 'New Tech Park',\n", - " 'Before Al-Muttaqin Mosque',\n", - " 'Country Park',\n", - " 'After Admiral Hill',\n", - " 'Utracon Corporation',\n", - " 'Before Senoko Way',\n", - " 'Opposite Hougang Green Shop Mall',\n", - " 'Blk 173',\n", - " 'Before Kian Teck Road',\n", - " 'Opposite Bedok Camp 2',\n", - " 'After Fan Yoong Road',\n", - " 'Blk 156A Carpark',\n", - " 'Street Kinetics',\n", - " 'Opposite Downtown East',\n", - " 'Opposite YLS Steel',\n", - " 'Secura Singapore',\n", - " 'After Hougang Avenue 3',\n", - " 'Opposite Singapore Botanic Gardens',\n", - " 'Opposite Bukit Gombak Stadium',\n", - " 'Blk 229',\n", - " 'Before Toh Close',\n", - " 'Asia Polyurethane',\n", - " 'Opposite Blk 200',\n", - " 'Opposite Bedok Central Post Office',\n", - " 'Blk 240',\n", - " 'Blk 324',\n", - " 'Jurong West Sub-Station',\n", - " 'Opposite Fernvale Primary School',\n", - " 'Anglo-Chinese School',\n", - " 'University Town',\n", - " 'After Tuas West Street',\n", - " 'After Soon Lee Road',\n", - " 'Eunos Technolink',\n", - " 'Blk 209',\n", - " 'Sungei Buloh Wetland Reserve',\n", - " 'Opposite Perpetual Succour Church',\n", - " 'Park Shore Condominium',\n", - " 'After Petir Station',\n", - " 'Before Mariam Walk',\n", - " 'Opposite Blk 49',\n", - " 'Village Hotel',\n", - " 'Opposite Blk 204 Carpark',\n", - " 'Jurong Lake',\n", - " 'Opposite Singapore Expo',\n", - " 'Bishan Interchange',\n", - " 'Blk 439C',\n", - " 'Hougang Swimming Complex',\n", - " 'Revival Centre Church',\n", - " 'Blk 547C',\n", - " 'Opposite Eightrium',\n", - " 'Blk 338A',\n", - " 'Gali Batu Terminal',\n", - " 'After Commonwealth Drive',\n", - " 'After Sungei Seletar Bridge',\n", - " 'S.A. Deaf',\n", - " 'Opposite Multistates Trading',\n", - " 'Opposite The Linear',\n", - " 'Hiap Teck Metal Co',\n", - " 'Great Eastern Mansions',\n", - " 'Blk 836',\n", - " 'Before Changi South Street 2',\n", - " 'After South Buona Vista Road',\n", - " 'Blk 131',\n", - " 'Opposite Premier Milk Private Limited',\n", - " 'Opposite The Infiniti',\n", - " 'Blk 638A',\n", - " 'Government Chalets',\n", - " 'After Chun Tin Road',\n", - " 'After Tuas Avenue 8',\n", - " 'After Tuas View Cresent',\n", - " 'First Toa Payoh Primary School',\n", - " 'Punggol Secondary School',\n", - " 'Our Tampines Hub',\n", - " 'Opposite Loyang Industrial Estate',\n", - " 'Opposite Tuas Link Station',\n", - " 'After Bugis Station Exit C',\n", - " 'Japanese Garden/Opposite Blk 115',\n", - " 'After Tuas Avenue 5',\n", - " 'Excelsior Gardens',\n", - " 'Blk 980C',\n", - " 'Christ Church',\n", - " 'Opposite Blk 73',\n", - " 'Valley Point',\n", - " 'After Lorong G Telok Kurau',\n", - " 'Winsland House',\n", - " 'Opposite Dieppe Barracks',\n", - " 'Queenstown Station Exit B/C',\n", - " 'Saint Joseph Institute Junior',\n", - " 'Bukit Batok Swimming Complex',\n", - " 'Before Woodlands Road',\n", - " 'Opposite Blk 16',\n", - " 'Bukit Panjang Primary School',\n", - " 'Blk 319',\n", - " 'Opposite Meadows @ Peirce',\n", - " 'Opposite Teen Challenge',\n", - " 'Opposite Beyonics Technology',\n", - " 'Opposite Blk 322',\n", - " 'Opposite Blk 344',\n", - " 'After Boon Lay Sub Station',\n", - " 'Blk 425',\n", - " 'NTUC Fairprice',\n", - " 'Between Blks 523/525',\n", - " 'Opposite Blk 765',\n", - " 'Opposite Chai Chee Industrial Park',\n", - " 'After Jalan Remaja',\n", - " 'Before Chin Bee Road',\n", - " 'Blk 316',\n", - " 'Opposite Blk 149',\n", - " 'Blk 641',\n", - " 'After Upper Thomson Road',\n", - " 'Opposite Chiang Court',\n", - " 'Opposite Blk 484A Carpark',\n", - " 'Tannery Blk',\n", - " 'After Pioneer Road North',\n", - " 'Asiawide Industrial Building',\n", - " 'After Nanyang Avenue',\n", - " 'Opposite SBST Bedok North Depot',\n", - " 'Jurong East Interchange',\n", - " 'Opposite Waterfront Waves',\n", - " 'Opposite Parish Of Christ Church',\n", - " 'Blk 41',\n", - " 'After Second Lok Yang Road',\n", - " 'Opposite United Square',\n", - " 'Blk 29',\n", - " 'Punggol Community Club',\n", - " 'After Peirce Road',\n", - " 'Sommerville Park',\n", - " 'Serangoon Interchange',\n", - " 'Temasek Secondary School',\n", - " 'Opposite Toa Payoh Station',\n", - " 'House No. 45',\n", - " 'Blk 145',\n", - " 'After Tuas Bay Link',\n", - " 'Before Tuas South Avenue 6',\n", - " 'Before Jalan Bahar',\n", - " 'Blk 18',\n", - " 'Blk 226A',\n", - " 'Blk 461C',\n", - " 'North Link Building',\n", - " 'After Chinese Cemetery Path 13',\n", - " 'Blk 405',\n", - " 'Opposite Bishan North Shop Mall',\n", - " 'Keppel Distripark Blk 519',\n", - " 'Before School Of Commando',\n", - " 'After Geylang West Community Club',\n", - " 'Before Lewis Road',\n", - " 'Eunos Mansions',\n", - " 'Ang Mo Kio Commission Hospital',\n", - " 'Commonwealth Secondary School',\n", - " 'Hitachi',\n", - " 'Opposite Upper Serangoon Shopping Centre',\n", - " 'Ripple Bay',\n", - " 'Opposite Gordon WaRehabilitatione Building',\n", - " 'After Tampines Industrial Avenue 5',\n", - " 'Opposite Serangoon Sports Complex',\n", - " 'Le Crescendo',\n", - " 'After Tuas South Street 7',\n", - " 'CWT Distripark',\n", - " 'After Whitchurch Road',\n", - " 'Opposite Blk 910',\n", - " 'Opposite Khoo Teck Puat Hospital',\n", - " 'Blk 729',\n", - " 'Reebonz Building',\n", - " 'Before Boon Lay Way',\n", - " 'Blk 835',\n", - " 'Opposite Blk 237',\n", - " 'SATS Maintenance Centre 2',\n", - " 'Blk 201C',\n", - " 'Invista',\n", - " 'Darul Makmur Mosque',\n", - " 'Exxon Mobil',\n", - " 'Before Winstedt Road',\n", - " 'Blk 16',\n", - " 'Opposite Blk 991B',\n", - " 'Opposite HomeTeamNS',\n", - " 'Opposite Holland Hill Lodge',\n", - " 'Greenridge Secondary School',\n", - " 'Gambas Avenue',\n", - " 'Blk 204',\n", - " 'Opposite Woodlands Civic Centre',\n", - " 'Nippon Paint',\n", - " 'Before Craig Road',\n", - " 'After Rochdale Road',\n", - " 'Before Loyang Way 1',\n", - " 'Blk 377',\n", - " 'Blk 411',\n", - " 'Opposite Alexandra Retail Centre',\n", - " 'Before Kheam Hock Road',\n", - " 'Whitley Secondary School',\n", - " 'Opposite The Clearwater Condominium',\n", - " 'Before Tuas South Avenue 7',\n", - " 'After SMRT Buses Kranji Depot',\n", - " 'Blk 40',\n", - " 'Before Sennett Road',\n", - " 'Opposite Caltex Singapore',\n", - " 'Blk 676B',\n", - " 'Before Mount Faber Lodge',\n", - " 'Eunos Station',\n", - " 'Holiday Inn Atrium',\n", - " 'Fort Gardens',\n", - " 'Opposite Enabling Village',\n", - " 'Before Kim Chuan Road',\n", - " 'UE Bizhub Central',\n", - " 'Regent Heights',\n", - " 'Opposite Blk 4025',\n", - " 'Pasir Panjang Centre',\n", - " 'NIE Library',\n", - " 'After Tampines Station Exit E',\n", - " 'Blk 317B',\n", - " 'Sin Soon Huat',\n", - " 'Before Lim Chu Kang Lane 6',\n", - " 'Before Fourth Lok Yang Road',\n", - " 'Kent Ridge Secondary School',\n", - " 'Opposite SAFTI Military Institute',\n", - " 'HomeTeamNS',\n", - " 'Opposite Maranatha Hall',\n", - " 'Opposite Chinese Garden',\n", - " 'Jurong Secondary School',\n", - " 'Blk 313B',\n", - " 'Sims Urban Oasis',\n", - " 'After Katong Post Office',\n", - " 'Opposite Singapore Polo Club',\n", - " 'Ayer Rajah Industrial Estate',\n", - " 'Pasir Ris Park',\n", - " 'Eastern Lagoon II',\n", - " 'Opposite Blk 953',\n", - " 'Opposite Yishun Primary School',\n", - " 'Before Siglap Road',\n", - " 'After Upper Changi Road',\n", - " 'Opposite Blk 3',\n", - " 'Opposite Suntec Convention Centre',\n", - " 'Blk 305D',\n", - " 'Opposite Nafa Campus 3',\n", - " 'Gul Camp',\n", - " 'Opposite Civil Defence Academy',\n", - " 'Thomson Community Club',\n", - " 'After Phillips Avenue',\n", - " 'Blk 250',\n", - " 'After Clementi Road',\n", - " 'Between Blks 443A/443B',\n", - " 'Opposite Blk 59',\n", - " 'After Pasir Ris Way',\n", - " 'Opposite Meiban Industrial Building',\n", - " 'Before Tai Hoe Hotel',\n", - " 'Uwcsea',\n", - " 'Summerdale',\n", - " 'Before Jalan Chempaka Kuning',\n", - " 'Blk 309',\n", - " 'After Kim Yam Road',\n", - " 'Loyang Valley',\n", - " 'Mayflower Station Exit 5',\n", - " 'Blk 82',\n", - " 'Gardens by the Bay',\n", - " 'Opposite Guangyang Primary School',\n", - " 'Riviera Station Exit B',\n", - " 'Forest Woods',\n", - " 'After Dairy Farm Heights',\n", - " 'Opposite Blk 655 Carpark',\n", - " 'Before Margaret Drive',\n", - " 'After Ballota Park',\n", - " 'Blk 773',\n", - " 'Before Changi South Street 1',\n", - " 'After Duxton Plain Park',\n", - " \"Saint Anthony's Cano School\",\n", - " 'Blk 78',\n", - " 'Blk 685B',\n", - " 'Kampung Ubi Community Club',\n", - " 'Juying Primary School',\n", - " 'Opposite Blk 203A',\n", - " 'After Tuas Road',\n", - " 'Opposite Aljunied Park',\n", - " 'The Gateway',\n", - " 'Opposite Ascent',\n", - " 'After East Sussex Lane',\n", - " 'Roxy Square',\n", - " 'B26 Old Choa Chu Kang Road',\n", - " 'After Esplanade Station Exit D',\n", - " 'Before Lorong K Telok Kurau',\n", - " 'Before Roseburn Avenue',\n", - " 'Opposite Tan Tong Meng Tower',\n", - " 'Opposite Blk 227A',\n", - " 'Opposite Asia Industrial Gases',\n", - " 'Jalan Bahar Power Station',\n", - " 'Opposite Braddell View',\n", - " 'Central Square',\n", - " 'Opposite VivoCity',\n", - " 'Innova Primary School',\n", - " 'Before Sultan Mosque',\n", - " 'Aljunied Park',\n", - " 'Blk 946A',\n", - " 'Bukit Merah Interchange',\n", - " 'Dhoby Ghaut Station',\n", - " 'Opposite Blk 291E',\n", - " 'Blk 46',\n", - " 'Yishun Station Exit E',\n", - " 'Opposite Fudu Walk Playground',\n", - " 'Opposite Blk 626',\n", - " 'Opposite Blk 980C',\n", - " 'After Lamp Post 96',\n", - " 'Hitachi Elevator Building',\n", - " 'After Ang Mo Kio Industrial Park 2',\n", - " 'After Jalan Anggerek',\n", - " 'Bencoolen Station Exit B',\n", - " 'Keppel Distripark Blk 517',\n", - " 'Clementi Flyover',\n", - " 'After Furama RiverFront',\n", - " 'Opposite Suntec City',\n", - " 'Opposite Blk 242',\n", - " 'Opposite Blk 219',\n", - " 'Harbourfront Station Exit A',\n", - " 'Before Blk 471B',\n", - " 'Marina Centre Terminal',\n", - " 'Opposite Hall 6',\n", - " 'Blk 71',\n", - " 'After Jalan Selaseh',\n", - " 'Blk 446',\n", - " 'Blk 326 Carpark',\n", - " 'After Shell Aviation',\n", - " 'Blk 541',\n", - " 'Coral Edge Station Exit B',\n", - " 'Blk 271 Carpark',\n", - " 'Esplanade Bridge',\n", - " 'J Gateway',\n", - " 'Blk 21',\n", - " 'Opposite Kranji Station',\n", - " 'Opposite Blk 169',\n", - " 'Sembawang Corporation Industries',\n", - " 'Becton Dickinson Medical',\n", - " 'New Bridge Centre',\n", - " 'Blk 521',\n", - " 'Blk 522',\n", - " 'Opposite Wason Wood Industrial',\n", - " 'Tropical Furniture Limited',\n", - " 'Saint John Headquarters',\n", - " 'Capitol Building',\n", - " 'Blk 138',\n", - " 'Zhongshan Mall',\n", - " 'After Loyang Way',\n", - " 'Opposite Blk 149A',\n", - " 'Progress Galvanizing',\n", - " 'Opposite School Of Science & Tech',\n", - " 'Opposite Schenker',\n", - " 'Opposite Blk 650',\n", - " 'Blk 754',\n", - " 'Blk 376',\n", - " 'Opposite Blk 489A',\n", - " 'Blk 613',\n", - " 'Opposite SIT Dover',\n", - " 'Blk 53',\n", - " 'Opposite Blk 230',\n", - " 'Boat Quay',\n", - " 'After Tuas Avenue 6',\n", - " 'Blk 666',\n", - " 'Opposite Blk 333',\n", - " 'Before Tuas South Street 2',\n", - " 'Opposite Blk 681B',\n", - " 'Blk 353',\n", - " 'Opposite Glad Tidings Church',\n", - " 'Hong Hang Building',\n", - " 'Opposite Blk 419',\n", - " 'Waseda S Senior High School',\n", - " 'Before Jalan Mariam',\n", - " 'Opposite British American Tobacco',\n", - " 'Blk 858',\n", - " 'Blk 717',\n", - " 'Hall 15',\n", - " 'Opposite Blk 245',\n", - " 'Blk 490',\n", - " 'Before Pioneer Sector 1',\n", - " 'Zion Bible Presbyterian Church',\n", - " 'Blk 236',\n", - " 'Opposite The Minton',\n", - " 'Opposite Jalan Berseri',\n", - " 'Chinatown Station Exit C',\n", - " 'After Baker Street',\n", - " 'Blk 172',\n", - " 'Opposite Lian Aik Siong Machinery',\n", - " 'Science Park',\n", - " 'Before Tuas Loop',\n", - " 'Chubb Singapore',\n", - " 'Blk 874A',\n", - " 'Farrer Park Station Exit D',\n", - " 'Before Changi Coast Road',\n", - " 'Opposite Jalan Muhibbah',\n", - " 'Blk 97',\n", - " 'Opposite Blk 343',\n", - " 'Opposite HarbourFront Interchange',\n", - " 'Waterfront Key',\n", - " 'Opposite Opposite Blk 187',\n", - " 'Before Fernvale Lane',\n", - " 'Blk 568',\n", - " 'Singapore Polytechnic',\n", - " 'Opposite Rindu Terrace',\n", - " 'Fullerton Square',\n", - " 'West Coast View',\n", - " 'Times Printers',\n", - " 'Between Blks 152/155',\n", - " 'Pine Grove Condominium',\n", - " 'Blk 230E',\n", - " 'Blk 328',\n", - " 'Blk 121',\n", - " 'SATS Cargo Terminal',\n", - " 'Opposite Blk 604',\n", - " 'Opposite Rivervale Primary School',\n", - " 'Citylife@ Tampines',\n", - " 'After Senoko Cresent',\n", - " 'Tuas Amenity Centre',\n", - " \"Before Saint Helier's Avenue\",\n", - " 'Opposite Veerasamy Road',\n", - " 'Fujifilm',\n", - " 'After Jalan Basong',\n", - " 'Blk 28',\n", - " 'Chelsea Gardens Condominium',\n", - " 'Sin Ming Plaza',\n", - " 'Senkee Logistics Hub',\n", - " 'Central Fish Processing Factory',\n", - " 'Opposite PUB Quarter',\n", - " 'Before Central Expressway',\n", - " 'Blk 196C',\n", - " 'Blk 701A Carpark',\n", - " 'Opposite Trinity @ Paya Lebar',\n", - " 'Pasir View Park',\n", - " 'Blk 547',\n", - " 'Old Police Academy',\n", - " 'Opposite Ayer Rajah Telecoms',\n", - " 'Blk 266',\n", - " 'After Third Lok Yang Road',\n", - " 'Blk 85',\n", - " 'Opposite Palm Isles',\n", - " 'Opposite Tan Kah Kee Station',\n", - " 'Blk 460D',\n", - " 'Parkway East Hospital',\n", - " 'Opposite The Holy Family Church',\n", - " 'Blk 141',\n", - " 'SBST Hougang Depot',\n", - " 'Blk 778',\n", - " 'Before Moonbeam Walk',\n", - " 'Before Enterprise Road',\n", - " 'Before Ang Mo Kio Station Exit B',\n", - " 'Opposite Paya Ubi Industrial Park',\n", - " 'Opposite Blk 634',\n", - " 'Blk 864',\n", - " 'Opposite Sun Plaza',\n", - " 'Blk 625',\n", - " 'Before Lorong Serambi',\n", - " 'Opposite Wharves Building',\n", - " 'Bedok North Depot',\n", - " 'Opposite Blk 5043',\n", - " 'Tanjong Pagar Distripark Blk F5',\n", - " 'Hall 4',\n", - " 'Opposite Junction 10',\n", - " 'Opposite Yio Chu Kang Stadium',\n", - " 'After Tuas Avenue 10',\n", - " 'Before Jurong West Street 93',\n", - " 'Opposite Loyang Way 4',\n", - " 'Opposite British High Commission',\n", - " 'Sultan Plaza',\n", - " 'Rockwool',\n", - " 'Blk 19',\n", - " 'Blk 840',\n", - " 'Blk 550',\n", - " 'BCA Academy',\n", - " 'Opposite Blk 106',\n", - " 'After Ama Keng Road',\n", - " 'Opposite Blk 157A',\n", - " 'Opposite Whitley Secondary School',\n", - " 'Before Benoi Basin',\n", - " 'Blk 317',\n", - " 'Opposite Four Leaves',\n", - " 'Blk 654',\n", - " 'Opposite Ayer Rajah Industrial Estate',\n", - " 'Opposite Yew Mei Green Condominium',\n", - " 'Opposite Regent Park',\n", - " 'Before Caldecott Station Exit 3',\n", - " 'Before Beach Road',\n", - " 'After Choa Chu Kang Avenue 6',\n", - " 'Opposite Brockhampton Drive',\n", - " 'Opposite One-North Station',\n", - " 'After Chai Chee Street',\n", - " 'Before Jalan Terusan',\n", - " 'Opposite Eurokars Centre',\n", - " 'Before Heavy Vehicle Park',\n", - " 'Chinese Garden',\n", - " 'Opposite Blk 615',\n", - " 'Jamiyah Halfway House',\n", - " 'Before Ar-rabitah Mosque',\n", - " 'GlaxoSmithKline',\n", - " 'Opposite South View Station',\n", - " 'Blk 108A',\n", - " 'Opposite Keppel T&T',\n", - " 'Blk 962',\n", - " 'After Lorong Sarhad',\n", - " 'Hougang Polyclinic',\n", - " 'Before New Upper Changi Road',\n", - " 'Opposite Playground @ Big Splash',\n", - " 'Opposite Sia Huat',\n", - " 'Kembangan Station',\n", - " 'Meiban Industrial Building',\n", - " 'Marina South Pier Station',\n", - " 'Amtech Building',\n", - " 'Before Mandai Avenue',\n", - " 'Opposite Blk 178',\n", - " 'Opposite SPC Service Station',\n", - " 'Opposite Fajar Station',\n", - " 'Serangoon Station Exit B',\n", - " 'Opposite Blk 465A',\n", - " 'Blk 252',\n", - " 'Opposite The Petals Condominium',\n", - " 'Before Pasir Ris Drive 3',\n", - " 'Blk 434',\n", - " 'Opposite Grundfos',\n", - " 'After Pan Island Expressway',\n", - " 'After Dunkirk Avenue',\n", - " 'Before Reuters',\n", - " 'Opposite Blk 315',\n", - " 'Opposite Reebonz Building',\n", - " 'After Corporation Drive',\n", - " 'Blk 295',\n", - " 'Cove Station Exit A',\n", - " 'Before Benoi Place',\n", - " 'Mercedes-Benz Logistics',\n", - " 'Opposite SATS Catering',\n", - " 'Opposite Bedok Market Place',\n", - " 'Blk 660A Carpark',\n", - " 'National University of Singapore High School',\n", - " 'Yishun Emerald',\n", - " 'Blk 25B',\n", - " 'Blk 670',\n", - " 'Changi Beach Carpark 2',\n", - " 'The Synergy',\n", - " 'Singapore Polo Club',\n", - " 'Before Toh Tuck Rise',\n", - " 'Before Blk 264',\n", - " 'Opposite Marymount Station',\n", - " 'Opposite Yew Tee Industrial Estate Blk 1',\n", - " 'Blk 9',\n", - " 'Blk 116',\n", - " 'Between Blks 357/359',\n", - " 'Loyang Industrial Estate',\n", - " 'After Bedok Industrial Park C',\n", - " 'After Hortpark',\n", - " 'Opposite Lakeside Station',\n", - " 'After Old Pier Road',\n", - " 'Opposite Blk 433B',\n", - " 'Blk 695',\n", - " 'Alexandra Retail Centre',\n", - " 'After Coronation Road West',\n", - " 'Blk 126 Carpark',\n", - " 'Blk 231',\n", - " 'Blk 138B',\n", - " 'Blk 504C',\n", - " 'Blk 286A',\n", - " 'Youth Flying Club',\n", - " 'Opposite Hitachi',\n", - " 'Opposite Blk 314',\n", - " 'Street Aero',\n", - " 'Blk 331',\n", - " 'Molex',\n", - " 'Eng Hua Furniture Manufacturing Private Limited',\n", - " 'Opposite Costa Rhu Condominium',\n", - " 'After Lorong M Telok Kurau',\n", - " 'Safra Mount Faber',\n", - " 'Opposite National Library',\n", - " 'Before Hillview Station Exit B',\n", - " 'Opposite Seletar Camp',\n", - " 'Bukit Batok Driving Centre',\n", - " 'Singapore Trspt Private Limited',\n", - " 'Opposite Blks 34/35',\n", - " 'Opposite Varco',\n", - " 'One Amber',\n", - " 'After West Camp Road',\n", - " 'Between Blks 13/14',\n", - " 'Opposite Blk 529',\n", - " 'Between Blks 318A/318B',\n", - " 'School Of Science & Tech',\n", - " \"Opposite Singapore Girls' Home\",\n", - " 'Da Di Glass',\n", - " 'Essec Business School',\n", - " 'After Neythal Road',\n", - " 'Blk 805D',\n", - " 'Blk 36 Market/Food Centre',\n", - " 'After Pasir Panjang Station',\n", - " 'After KJE Slip Road',\n", - " 'Blk 438',\n", - " 'Blk 248A',\n", - " 'Before Jurong Town Hall Road',\n", - " 'Opposite Buroh Street',\n", - " ...}" - ] - }, - "execution_count": 46, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "set(nodes.loc[list(bus_stops)]['tags'].apply(lambda x: x['name'] if 'name' in x.keys() else None)) #4461 bus stops" - ] - }, - { - "cell_type": "code", - "execution_count": 64, - "id": "86118a03", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "['1547550796',\n", - " '1547519833',\n", - " '1547515539',\n", - " '1547412240',\n", - " '385878948',\n", - " '385878107',\n", - " '385877670',\n", - " '209451110',\n", - " '209451088',\n", - " '6587737928',\n", - " '209451044',\n", - " '209451013',\n", - " '6587699223',\n", - " '209390589',\n", - " '208527368',\n", - " '208526059',\n", - " '4583963502',\n", - " '7684365291',\n", - " '7684365292',\n", - " '210297606',\n", - " '1840733407',\n", - " '209480791',\n", - " '7684664559',\n", - " '206493462',\n", - " '206477134',\n", - " '6591927120',\n", - " '2957207984',\n", - " '1619228568',\n", - " '207725957',\n", - " '7684664572',\n", - " '1767623973',\n", - " '7124682661',\n", - " '1840733432']" - ] - }, - "execution_count": 64, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "#create an MRT map without any duplicates\n" - ] - }, - { - "cell_type": "code", - "execution_count": 57, - "id": "ead2e07f", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'name': 'Admiralty', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS10', 'subway': 'yes'}\n", - "{'name': 'Admiralty', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS10', 'subway': 'yes'}\n", - "{'name': 'Aljunied', 'name:en': 'Aljunied', 'name:ms': 'Aljunied', 'name:ta': 'அல்ஜூனிட்', 'name:zh': '阿裕尼', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'station', 'railway': 'station', 'ref': 'EW9', 'source': 'Kaart Ground Survey 2017', 'station': 'subway', 'subway': 'yes', 'wheelchair': 'yes', 'wikidata': 'Q3272290', 'wikipedia': 'en:Aljunied MRT station'}\n", - "{'name': 'Ang Mo Kio', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS16', 'subway': 'yes'}\n", - "{'name': 'Ang Mo Kio', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS16', 'subway': 'yes'}\n", - "{'name': 'Bayfront', 'network': 'Circle Line (CCL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CE1', 'subway': 'yes'}\n", - "{'name': 'Bayfront', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT16', 'subway': 'yes'}\n", - "{'addr:postcode': '588216', 'level': '-1', 'location': 'underground', 'name': 'Beauty World', 'name:en': 'Beauty World', 'name:zh': '美世界', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT5', 'subway': 'yes'}\n", - "{'addr:city': 'Singapore', 'addr:housenumber': '315', 'addr:postcode': '467347', 'addr:street': 'New Upper Changi Road', 'name': 'Bedok', 'name:en': 'Bedok', 'name:ms': 'Bedok', 'name:ta': 'பிடோக்', 'name:zh': '勿洛', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'station', 'railway': 'station', 'ref': 'EW5', 'start_date': '1989-11-04', 'station': 'subway', 'subway': 'yes', 'wheelchair': 'yes', 'wikidata': 'Q3272378', 'wikipedia': 'en:Bedok MRT station'}\n", - "{'name': 'Bedok North', 'name:en': 'Bedok North', 'name:ta': 'பிடோக் நார்த்', 'name:zh': '勿洛北', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT29', 'subway': 'yes'}\n", - "{'name': 'Bedok Reservoir', 'name:en': 'Bedok Reservoir', 'name:ta': 'பிடோக் ரெசவோர்', 'name:zh': '勿洛蓄水池', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT30', 'subway': 'yes'}\n", - "{'level': '-1', 'location': 'underground', 'name': 'Bencoolen', 'name:en': 'Bencoolen', 'name:ta': 'பென்கூலன்', 'name:zh': '明古连', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT21', 'station': 'subway', 'subway': 'yes'}\n", - "{'name': 'Bendemeer', 'name:en': 'Bendemeer', 'name:ta': 'பெண்டிமியர்', 'name:zh': '明地迷亚', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT23', 'subway': 'yes'}\n", - "{'name': 'Bishan', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS17', 'subway': 'yes'}\n", - "{'name': 'Bishan', 'network': 'Circle Line (CCL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CC15', 'subway': 'yes'}\n", - "{'name': 'Bishan', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS17', 'subway': 'yes'}\n", - "{'location': 'underground', 'name': 'Boon Keng', 'name:en': 'Boon Keng', 'name:ta': 'பூன் கெங்', 'name:zh': '文庆', 'network': 'North East Line (NEL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NE9', 'station': 'subway', 'subway': 'yes', 'wheelchair': 'yes'}\n", - "{'name': 'Boon Lay', 'name:en': 'Boon Lay', 'name:ms': 'Boon Lay', 'name:ta': 'பூன் லே', 'name:zh': '文礼', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'station', 'railway': 'station', 'ref': 'EW27;JS8', 'station': 'subway', 'subway': 'yes', 'wheelchair': 'yes', 'wikidata': 'Q3272275', 'wikipedia': 'en:Boon Lay MRT station'}\n", - "{'name': 'Botanic Gardens', 'network': 'Circle Line (CCL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CC19', 'subway': 'yes'}\n", - "{'level': '-1', 'location': 'underground', 'name': 'Botanic Gardens', 'name:en': 'Botanic Gardens', 'name:ms': 'Kebun Bunga', 'name:ta': 'பூ மலை', 'name:zh': '植物园', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT9', 'station': 'subway', 'subway': 'yes'}\n", - "{'name': 'Braddell', 'name:zh': '布莱德', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS18', 'subway': 'yes'}\n", - "{'addr:city': 'Singapore', 'addr:housenumber': '381', 'addr:postcode': '319758', 'addr:street': 'Lorong 1 Toa Payoh', 'name': 'Braddell', 'name:zh': '布莱德', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS18', 'subway': 'yes'}\n", - "{'name': 'Bras Basah', 'name:en': 'Bras Basah', 'name:hi': 'பிராஸ் பாசா', 'name:ms': 'Bras Basah', 'name:zh': '百胜', 'network': 'Circle Line (CCL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CC2', 'subway': 'yes'}\n", - "{'name': 'Bright Hill', 'name:en': 'Bright Hill', 'name:ta': 'பிரைட் ஹில்', 'name:zh': '光明山', 'public_transport': 'stop_position', 'railway': 'stop', 'subway': 'yes'}\n", - "{'name': 'Bright Hill', 'name:en': 'Bright Hill', 'name:ta': 'பிரைட் ஹில்', 'name:zh': '光明山', 'public_transport': 'stop_position', 'railway': 'stop', 'subway': 'yes'}\n", - "{'name': 'Buangkok', 'network': 'North East Line (NEL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NE15', 'subway': 'yes'}\n", - "{'name': 'Bugis', 'name:en': 'Bugis', 'name:zh': '武吉士', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'EW12', 'subway': 'yes'}\n", - "{'name': 'Bugis', 'name:en': 'Bugis', 'name:zh': '武吉士', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'EW12', 'subway': 'yes'}\n", - "{'name': 'Bugis', 'name:en': 'Bugis', 'name:zh': '武吉士', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT14', 'subway': 'yes'}\n", - "{'name': 'Bukit Batok', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS2', 'subway': 'yes'}\n", - "{'name': 'Bukit Batok', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS2', 'subway': 'yes'}\n", - "{'name': 'Bukit Gombak', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS3', 'subway': 'yes'}\n", - "{'name': 'Bukit Gombak', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS3', 'subway': 'yes'}\n", - "{'name': 'Bukit Panjang', 'name:en': 'Bukit Panjang', 'name:ms': 'Bukit Panjang', 'name:ta': 'புக்கிட் பாஞ்சாங்', 'name:zh': '武吉班让', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT1', 'subway': 'yes'}\n", - "{'name': 'Buona Vista', 'network': 'Circle Line (CCL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CC22', 'subway': 'yes'}\n", - "{'name': 'Buona Vista', 'name:en': 'Buona Vista', 'name:hi': 'புவன விஸ்தா', 'name:ms': 'Buona Vista', 'name:zh': '波那维斯达', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'EW21', 'station': 'subway', 'subway': 'yes', 'wheelchair': 'yes'}\n", - "{'name': 'Buona Vista', 'name:en': 'Buona Vista', 'name:hi': 'புவன விஸ்தா', 'name:ms': 'Buona Vista', 'name:zh': '波那维斯达', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'EW21', 'station': 'subway', 'subway': 'yes', 'wheelchair': 'yes'}\n", - "{'name': 'Caldecott', 'name:en': 'Caldecott', 'name:ms': 'Caldecott', 'name:ta': 'கால்டிகாட்', 'name:zh': '加利谷', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'TE9', 'subway': 'yes'}\n", - "{'name': 'Caldecott', 'name:en': 'Caldecott', 'name:ms': 'Caldecott', 'name:ta': 'கால்டிகாட்', 'name:zh': '加利谷', 'network': 'Circle Line (CCL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CC17', 'subway': 'yes'}\n", - "{'name': 'Caldecott', 'name:en': 'Caldecott', 'name:ms': 'Caldecott', 'name:ta': 'கால்டிகாட்', 'name:zh': '加利谷', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'TE9', 'subway': 'yes'}\n", - "{'name': 'Canberra', 'name:en': 'Canberra', 'name:zh': '坎贝拉', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS12', 'subway': 'yes'}\n", - "{'name': 'Canberra', 'name:en': 'Canberra', 'name:zh': '坎贝拉', 'network': 'North South Line', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS12', 'subway': 'yes'}\n", - "{'level': '-1', 'location': 'underground', 'name': 'Cashew', 'name:en': 'Cashew', 'name:zh': '凯秀', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT2', 'subway': 'yes'}\n", - "{'layer': '-1', 'name': 'Changi Airport', 'name:en': 'Changi Airport', 'name:ja': 'チャンギ・エアポート駅', 'name:zh-Hans': '樟宜机场', 'name:zh-Hant': '樟宜機場', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CG2', 'start_date': '2002-02-08', 'station': 'subway', 'subway': 'yes', 'wheelchair': 'yes', 'wikidata': 'Q3268527', 'wikipedia': 'en:Changi Airport MRT station'}\n", - "{'name': 'Chinatown', 'name:en': 'Chinatown', 'name:ta': 'சைனாடவுன்', 'name:zh': '牛车水', 'network': 'North East Line (NEL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NE4', 'station': 'subway', 'subway': 'yes'}\n", - "{'name': 'Chinatown', 'name:en': 'Chinatown', 'name:ta': 'சைனாடவுன்', 'name:zh': '牛车水', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT19', 'station': 'subway', 'subway': 'yes'}\n", - "{'name': 'Chinese Garden', 'name:en': 'Chinese Garden', 'name:ms': 'Chinese Garden', 'name:ta': 'சீனத் தோட்டம்', 'name:zh': '裕华园', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'station', 'railway': 'station', 'ref': 'EW25', 'station': 'subway', 'wheelchair': 'yes', 'wikidata': 'Q3272301', 'wikipedia': 'en:Chinese Garden MRT station'}\n", - "{'name': 'Choa Chu Kang', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS4', 'subway': 'yes'}\n", - "{'name': 'Choa Chu Kang', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS4', 'subway': 'yes'}\n", - "{'name': 'City Hall', 'name:en': 'City Hall', 'name:zh': '政府大厦', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'EW13', 'station': 'subway', 'subway': 'yes', 'wheelchair': 'yes'}\n", - "{'name': 'City Hall', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS25', 'subway': 'yes'}\n", - "{'name': 'Clarke Quay', 'name:en': 'Clarke Quay', 'name:ta': 'கிளார்க் கீ', 'name:zh': '克拉码头', 'network': 'North East Line (NEL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NE5', 'station': 'subway', 'subway': 'yes', 'wikidata': 'Q2012051', 'wikipedia': 'en:Clarke Quay MRT station'}\n", - "{'name': 'Clementi', 'name:en': 'Clementi', 'name:ms': 'Clementi', 'name:ta': 'கிளிமெண்டி', 'name:zh': '金文泰', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'station', 'railway': 'station', 'ref': 'EW23', 'station': 'subway', 'subway': 'yes', 'wheelchair': 'yes', 'wikidata': 'Q3272296', 'wikipedia': 'en:Clementi MRT station'}\n", - "{'name': 'Commonwealth', 'name:en': 'Commonwealth', 'name:ms': 'Commonwealth', 'name:ta': 'காமன்வெல்த்', 'name:zh': '联邦', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'station', 'railway': 'station', 'ref': 'EW20', 'station': 'subway', 'subway': 'yes', 'toilets:wheelchair': 'yes', 'wheelchair': 'yes', 'wikidata': 'Q3272345'}\n", - "{'name': 'Dakota', 'network': 'Circle Line (CCL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CC8', 'subway': 'yes'}\n", - "{'name': 'Dhoby Ghaut', 'network': 'Circle Line (CCL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CC1', 'subway': 'yes'}\n", - "{'name': 'Dhoby Ghaut', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS24', 'subway': 'yes'}\n", - "{'name': 'Dhoby Ghaut', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS24', 'subway': 'yes'}\n", - "{'name': 'Dhoby Ghaut', 'network': 'North East Line (NEL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NE6', 'subway': 'yes'}\n", - "{'name': 'Dover', 'name:en': 'Dover', 'name:ms': 'Dover', 'name:ta': 'டோவெர்', 'name:zh': '杜弗', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'station', 'railway': 'station', 'ref': 'EW22', 'station': 'subway', 'wheelchair': 'yes', 'wikidata': 'Q3272303'}\n", - "{'level': '-1', 'location': 'underground', 'name': 'Downtown', 'name:en': 'Downtown', 'name:tam': 'டௌன்டவுன்', 'name:zh': '市中心', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT17', 'subway': 'yes', 'wheelchair': 'yes'}\n", - "{'name': 'Esplanade', 'name:en': 'Esplanade', 'name:ms': 'Esplanade', 'name:ta': 'எஸ்பிளனேட்', 'name:zh': '滨海中心', 'network': 'Circle Line (CCL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CC3', 'station': 'subway', 'subway': 'yes'}\n", - "{'name': 'Eunos', 'name:en': 'Eunos', 'name:ms': 'Eunos', 'name:ta': 'யூனுஸ்', 'name:zh': '友诺士', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'station', 'railway': 'station', 'ref': 'EW7', 'station': 'subway', 'subway': 'yes', 'train': 'yes', 'wheelchair': 'yes', 'wikidata': 'Q3272360', 'wikipedia': 'en:Eunos MRT station'}\n", - "{'name': 'Expo', 'name:en': 'Expo', 'name:ta': 'எக்ஸ்போ', 'name:zh': '博览', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT35', 'subway': 'yes'}\n", - "{'name': 'Expo', 'name:en': 'Expo', 'name:zh': '博览', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CG1', 'subway': 'yes'}\n", - "{'name': 'Expo', 'name:en': 'Expo', 'name:zh': '博览', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CG1', 'subway': 'yes'}\n", - "{'name': 'Farrer Park', 'name:en': 'Farrer Park', 'name:ta': 'ஃபேரர் பார்க்', 'name:zh': '花拉公园', 'network': 'MRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NE8', 'station': 'subway', 'subway': 'yes', 'website': 'https://www.sbstransit.com.sg/nel/trpt_nel_systemdetail.asp?statcode=NE8', 'wheelchair': 'yes', 'wikidata': 'Q612284', 'wikipedia': 'en:Farrer Park MRT station'}\n", - "{'name': 'Farrer Road', 'network': 'Circle Line (CCL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CC20', 'subway': 'yes'}\n", - "{'level': '-1', 'location': 'underground', 'name': 'Fort Canning', 'name:en': 'Fort Canning', 'name:ta': 'ஃபோர்ட் கெனிங்', 'name:zh': '福康宁', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT20', 'station': 'subway', 'subway': 'yes'}\n", - "{'name': 'Geylang Bahru', 'name:en': 'Geylang Bahru', 'name:ta': 'கேலாங் பாரு', 'name:zh': '芽笼巴鲁', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT24', 'subway': 'yes'}\n", - "{'name': 'Gul Circle', 'name:en': 'Gul Circle', 'name:ms': 'Gul Circle', 'name:ta': 'கல் சர்க்கல்', 'name:zh': '卡尔圈', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'platforms': '2', 'public_transport': 'station', 'railway': 'station', 'ref': 'EW30', 'station': 'subway', 'wheelchair': 'yes', 'wikidata': 'Q5617139'}\n", - "{'name': 'HarbourFront', 'name:en': 'HarbourFront', 'name:ms': 'HarbourFront', 'name:ta': 'துறைமுகம்', 'name:zh': '港湾', 'network': 'Circle Line (CCL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CC29', 'subway': 'yes'}\n", - "{'name': 'HarbourFront', 'name:en': 'HarbourFront', 'name:ms': 'HarbourFront', 'name:ta': 'துறைமுகம்', 'name:zh': '港湾', 'network': 'North East Line (NEL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NE1', 'subway': 'yes'}\n", - "{'name': 'Haw Par Villa', 'name:en': 'Haw Par Villa', 'name:ms': 'Haw Par Villa', 'name:ta': 'ஹா பர் வில்லா', 'name:zh': '虎豹别墅', 'network': 'Circle Line (CCL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CC25', 'station': 'subway', 'subway': 'yes'}\n", - "{'level': '-1', 'location': 'underground', 'name': 'Hillview', 'name:en': 'Hillview', 'name:zh': '山景', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT3', 'subway': 'yes'}\n", - "{'name': 'Holland Village', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CC21', 'subway': 'yes'}\n", - "{'location': 'underground', 'name': 'Hougang', 'name:en': 'Hougang', 'network': 'North East Line (NEL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NE14', 'subway': 'yes'}\n", - "{'name': 'Jalan Besar', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT22', 'subway': 'yes'}\n", - "{'addr:city': 'Singapore', 'addr:housenumber': '91', 'addr:postcode': '629116', 'addr:street': 'Joo Koon Circle', 'name': 'Joo Koon', 'name:en': 'Joo Koon', 'name:ms': 'Joo Koon', 'name:ta': 'ஜூ கூன்', 'name:zh': '裕群', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'station', 'railway': 'station', 'ref': 'EW29', 'start_date': '2009-02-28', 'station': 'subway', 'subway': 'yes', 'wheelchair': 'yes', 'wikidata': 'Q3271443', 'wikipedia': 'en:Joo Koon MRT station'}\n", - "{'name': 'Jurong East', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS1', 'subway': 'yes'}\n", - "{'name': 'Jurong East', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'EW24', 'subway': 'yes'}\n", - "{'name': 'Jurong East', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'EW24', 'subway': 'yes'}\n", - "{'name': 'Kaki Bukit', 'name:en': 'Kaki Bukit', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT28', 'subway': 'yes'}\n", - "{'air_conditioning': 'no', 'name': 'Kallang', 'name:en': 'Kallang', 'name:ms': 'Kallang', 'name:ta': 'காலாங்', 'name:zh': '加冷', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'station', 'railway': 'station', 'ref': 'EW10', 'station': 'subway', 'subway': 'yes', 'wheelchair': 'yes', 'wikidata': 'Q3272369', 'wikipedia': 'en:Kallang MRT station'}\n", - "{'name': 'Kembangan', 'name:en': 'Kembangan', 'name:ms': 'Kembangan', 'name:ta': 'கெம்பாங்கான்', 'name:zh': '景万岸', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'station', 'railway': 'station', 'ref': 'EW6', 'station': 'subway', 'subway': 'yes', 'wheelchair': 'yes', 'wikidata': 'Q3272325'}\n", - "{'name': 'Kent Ridge', 'name:en': 'Kent Ridge', 'name:ms': 'Kent Ridge', 'name:ta': 'கெண்ட் ரிஜ்', 'name:zh': '肯特岗', 'network': 'Circle Line (CCL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CC24', 'station': 'subway', 'subway': 'yes'}\n", - "{'name': 'Khatib', 'name:zh': '卡迪', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS14', 'subway': 'yes'}\n", - "{'name': 'Khatib', 'name:zh': '卡迪', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS14', 'subway': 'yes'}\n", - "{'name': 'King Albert Park', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT6', 'subway': 'yes'}\n", - "{'location': 'underground', 'name': 'Kovan', 'name:en': 'Kovan', 'name:ta': 'கோவன்', 'name:zh': '高文', 'network': 'North East Line (NEL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NE13', 'station': 'subway', 'subway': 'yes', 'wheelchair': 'yes'}\n", - "{'name': 'Kranji', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS7', 'subway': 'yes'}\n", - "{'name': 'Kranji', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS7', 'subway': 'yes'}\n", - "{'name': 'Labrador Park', 'name:en': 'Labrador Park', 'name:ms': 'Labrador Park', 'name:ta': 'லாப்ரடார் பூங்கா', 'name:zh': '拉柏多公园', 'network': 'Circle Line (CCL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CC27', 'station': 'subway', 'subway': 'yes'}\n", - "{'name': 'Lakeside', 'name:en': 'Lakeside', 'name:ms': 'Lakeside', 'name:ta': 'ஏரிக்கரை', 'name:zh': '湖畔', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'station', 'railway': 'station', 'ref': 'EW26', 'station': 'subway', 'wheelchair': 'yes', 'wikidata': 'Q3272255'}\n", - "{'name': 'Lavender', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'EW11', 'subway': 'yes'}\n", - "{'name': 'Lavender', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'EW11', 'subway': 'yes'}\n", - "{'name': 'Lentor', 'name:en': 'Lentor', 'name:ta': 'லென்ட்டோர்', 'name:zh': '伦多', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'TE5', 'subway': 'yes'}\n", - "{'name': 'Lentor', 'name:en': 'Lentor', 'name:ta': 'லென்ட்டோர்', 'name:zh': '伦多', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'TE5', 'subway': 'yes'}\n", - "{'name': 'Little India', 'name:en': 'Little India', 'name:ta': 'லிட்டில் இந்தியா', 'name:zh': '小印度', 'network': 'Downtown Line (DTL)', 'old_name': 'Kandang Kerbau', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT12', 'subway': 'yes'}\n", - "{'name': 'Little India', 'name:en': 'Little India', 'name:ta': 'லிட்டில் இந்தியா', 'name:zh': '小印度', 'network': 'North East Line (NEL)', 'old_name': 'Kandang Kerbau', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NE7', 'station': 'subway', 'subway': 'yes'}\n", - "{'name': 'Lorong Chuan', 'name:en': 'Lorong Chuan', 'name:ms': 'Lorong Chuan', 'name:ta': 'லோரோங் சுவான்', 'name:zh': '罗弄泉', 'network': 'Circle Line (CCL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CC14', 'station': 'subway', 'subway': 'yes'}\n", - "{'name': 'MacPherson', 'name:ta': 'மெக்பர்சன்', 'name:zh': '麦波申', 'network': 'Downtown Line (DTL)', 'note': 'Tunnel for DTL (DigitalGlobe Satelite 2016)', 'operator': 'SBS Transit (DTL)', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT26', 'subway': 'yes'}\n", - "{'name': 'MacPherson', 'network': 'Circle Line (CCL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CC10', 'subway': 'yes'}\n", - "{'name': 'Marina Bay', 'name:zh': '滨海湾', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS27', 'subway': 'yes'}\n", - "{'name': 'Marina Bay', 'network': 'Circle Line (CCL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CE2', 'subway': 'yes'}\n", - "{'name': 'Marina Bay', 'name:zh': '滨海湾', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS27', 'subway': 'yes'}\n", - "{'name': 'Marina South Pier', 'name:zh': '滨海南码头', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS28', 'subway': 'yes'}\n", - "{'name': 'Marina South Pier', 'name:zh': '滨海南码头', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS28', 'subway': 'yes'}\n", - "{'name': 'Marsiling', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS8', 'subway': 'yes'}\n", - "{'name': 'Marsiling', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS8', 'subway': 'yes'}\n", - "{'name': 'Marymount', 'name:en': 'Marymount', 'name:ms': 'Marymount', 'name:ta': 'மேரிமவுண்ட்', 'name:zh': '玛丽蒙', 'network': 'Circle Line (CCL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CC16', 'station': 'subway', 'subway': 'yes', 'wheelchair': 'yes'}\n", - "{'layer': '-1', 'location': 'underground', 'name': 'Mattar', 'name:en': 'Mattar', 'name:ta': 'மாத்தார்', 'name:zh': '玛达', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT25', 'subway': 'yes'}\n", - "{'name': 'Mayflower', 'name:en': 'Mayflower', 'name:ta': 'மேஃபிளவர்', 'name:zh': '美华', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'TE6', 'subway': 'yes'}\n", - "{'name': 'Mayflower', 'name:en': 'Mayflower', 'name:ta': 'மேஃபிளவர்', 'name:zh': '美华', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'TE6', 'subway': 'yes'}\n", - "{'name': 'Mountbatten', 'name:en': 'Mountbatten', 'name:ms': 'Mountbatten', 'name:ta': 'மவுண்ட்பேட்டன்', 'name:zh': '蒙巴登', 'network': 'Circle Line (CCL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CC7', 'station': 'subway', 'subway': 'yes'}\n", - "{'name': 'Newton', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS21', 'subway': 'yes'}\n", - "{'name': 'Newton', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS21', 'subway': 'yes'}\n", - "{'name': 'Newton', 'name:en': 'Newton', 'name:ta': 'நியூட்டன்', 'name:zh': '纽顿', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT11', 'subway': 'yes'}\n", - "{'name': 'Nicoll Highway', 'name:en': 'Nicoll Highway', 'name:ms': 'Nicoll Highway', 'name:ta': 'நிக்கல் நெடுஞ்சாலை', 'name:zh': '尼诰大道', 'network': 'Circle Line (CCL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CC5', 'station': 'subway', 'subway': 'yes'}\n", - "{'name': 'Novena', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS20', 'subway': 'yes'}\n", - "{'name': 'Novena', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS20', 'subway': 'yes'}\n", - "{'name': 'Orchard', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS22', 'subway': 'yes'}\n", - "{'name': 'Orchard', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS22', 'subway': 'yes'}\n", - "{'name': 'Outram Park', 'name:en': 'Outram Park', 'name:ta': 'ஊட்ரம் பார்க்', 'name:zh': '欧南园', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'EW16', 'station': 'subway', 'subway': 'yes'}\n", - "{'name': 'Outram Park', 'name:en': 'Outram Park', 'name:ta': 'ஊட்ரம் பார்க்', 'name:zh': '欧南园', 'network': 'North East Line (NEL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NE3', 'station': 'subway', 'subway': 'yes'}\n", - "{'name': 'Outram Park', 'name:en': 'Outram Park', 'name:ta': 'ஊட்ரம் பார்க்', 'name:zh': '欧南园', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'EW16', 'station': 'subway', 'subway': 'yes'}\n", - "{'name': 'Pasir Panjang', 'network': 'Circle Line (CCL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CC26', 'subway': 'yes'}\n", - "{'addr:city': 'Singapore', 'addr:housenumber': '10', 'addr:postcode': '519634', 'addr:street': 'Pasir Ris Central', 'name': 'Pasir Ris', 'name:en': 'Pasir Ris', 'name:ms': 'Pasir Ris', 'name:ta': 'பாசிர் ரிஸ்', 'name:zh': '巴西立', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'station', 'railway': 'station', 'ref': 'EW1;CR5', 'start_date': '1989-12-16', 'station': 'subway', 'subway': 'yes', 'wheelchair': 'yes', 'wikidata': 'Q4259440', 'wikipedia': 'en:Pasir Ris'}\n", - "{'name': 'Paya Lebar', 'name:en': 'Paya Lebar', 'name:hi': 'பாய லேபார்', 'name:ms': 'Paya Lebar', 'name:zh': '巴耶利峇', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'EW8', 'subway': 'yes'}\n", - "{'name': 'Paya Lebar', 'name:en': 'Paya Lebar', 'name:hi': 'பாய லேபார்', 'name:ms': 'Paya Lebar', 'name:zh': '巴耶利峇', 'network': 'Circle Line (CCL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CC9', 'subway': 'yes'}\n", - "{'name': 'Paya Lebar', 'name:en': 'Paya Lebar', 'name:hi': 'பாய லேபார்', 'name:ms': 'Paya Lebar', 'name:zh': '巴耶利峇', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'EW8', 'subway': 'yes'}\n", - "{'name': 'Pioneer', 'name:en': 'Pioneer', 'name:ms': 'Pioneer', 'name:ta': 'பயனியர்', 'name:zh': '先驱', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'station', 'railway': 'station', 'ref': 'EW28', 'station': 'subway', 'subway': 'yes', 'wheelchair': 'yes', 'wikidata': 'Q3271425'}\n", - "{'name': 'Potong Pasir', 'name:en': 'Potong Pasir', 'name:ta': 'போத்தோங் பாசிர்', 'name:zh': '波东巴西', 'network': 'North East Line (NEL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NE10', 'station': 'subway', 'subway': 'yes', 'wheelchair': 'yes'}\n", - "{'name': 'Promenade', 'name:en': 'Promenade', 'name:ms': 'Promenade', 'name:ta': 'புரொமனெட்', 'name:zh': '宝门廊', 'network': 'Circle Line (CCL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CC4', 'subway': 'yes'}\n", - "{'name': 'Promenade', 'name:en': 'Promenade', 'name:ms': 'Promenade', 'name:ta': 'புரொமனெட்', 'name:zh': '宝门廊', 'network': 'Circle Line (CCL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CC4', 'subway': 'yes'}\n", - "{'name': 'Promenade', 'name:en': 'Promenade', 'name:ms': 'Promenade', 'name:ta': 'புரொமனெட்', 'name:zh': '宝门廊', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT15', 'subway': 'yes'}\n", - "{'name': 'Punggol', 'name:en': 'Punggol', 'name:ta': 'பொங்கோல்', 'name:zh': '榜鹅', 'network': 'North East Line (NEL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NE17', 'station': 'subway', 'subway': 'yes'}\n", - "{'name': 'Queenstown', 'name:en': 'Queenstown', 'name:ms': 'Queenstown', 'name:ta': 'குவீன்ஸ்டவுன்', 'name:zh': '女皇镇', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'station', 'railway': 'station', 'ref': 'EW19', 'station': 'subway', 'wheelchair': 'yes', 'wikidata': 'Q3272270'}\n", - "{'name': 'Raffles Place', 'name:en': 'Raffles Place', 'name:zh': '莱佛士坊', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'EW14', 'subway': 'yes'}\n", - "{'name': 'Raffles Place', 'name:en': 'Raffles Place', 'name:zh': '莱佛士坊', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS26', 'subway': 'yes'}\n", - "{'name': 'Redhill', 'name:en': 'Redhill', 'name:ms': 'Redhill', 'name:ta': 'ரெட்ஹில்', 'name:zh': '红山', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'station', 'railway': 'station', 'ref': 'EW18', 'station': 'subway', 'wheelchair': 'yes', 'wikidata': 'Q1055296'}\n", - "{'name': 'Rochor', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT13', 'subway': 'yes'}\n", - "{'name': 'Sembawang', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS11', 'subway': 'yes'}\n", - "{'name': 'Sembawang', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS11', 'subway': 'yes'}\n", - "{'name': 'Sengkang', 'name:en': 'Sengkang', 'name:ta': 'செங்காங்', 'name:zh': '盛港', 'network': 'North East Line (NEL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NE16', 'station': 'subway', 'subway': 'yes'}\n", - "{'name': 'Serangoon', 'name:en': 'Serangoon', 'name:ms': 'Serangoon', 'name:ta': 'சிராங்கூன்', 'name:zh': '实龙岗', 'network': 'North East Line (NEL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NE12', 'subway': 'yes', 'wheelchair': 'yes'}\n", - "{'name': 'Serangoon', 'name:en': 'Serangoon', 'name:ms': 'Serangoon', 'name:ta': 'சிராங்கூன்', 'name:zh': '实龙岗', 'network': 'Circle Line (CCL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CC13', 'subway': 'yes', 'wheelchair': 'yes'}\n", - "{'name': 'Simei', 'name:en': 'Simei', 'name:ms': 'Simei', 'name:ta': 'ஸீமெய்', 'name:zh': '四美', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'platforms': '1', 'public_transport': 'station', 'railway': 'station', 'ref': 'EW3', 'station': 'subway', 'wheelchair': 'yes', 'wikidata': 'Q3272118'}\n", - "{'name': 'Sixth Avenue', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT7', 'subway': 'yes'}\n", - "{'name': 'Somerset', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS23', 'subway': 'yes'}\n", - "{'name': 'Somerset', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS23', 'subway': 'yes'}\n", - "{'name': 'Springleaf', 'name:en': 'Springleaf', 'name:ta': 'ஸ்பிரிங்லீஃவ்', 'name:zh': '春叶', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'TE4', 'subway': 'yes'}\n", - "{'name': 'Springleaf', 'name:en': 'Springleaf', 'name:ta': 'ஸ்பிரிங்லீஃவ்', 'name:zh': '春叶', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'TE4', 'subway': 'yes'}\n", - "{'name': 'Stadium', 'name:en': 'Stadium', 'name:ms': 'Stadium', 'name:ta': 'ஸ்டேடியம்', 'name:zh': '体育场', 'network': 'Circle Line (CCL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CC6', 'station': 'subway', 'subway': 'yes', 'wheelchair': 'yes'}\n", - "{'name': 'Stevens', 'name:en': 'Stevens', 'name:ta': 'ஸ்டீவன்ஸ்', 'name:zh': '史蒂芬', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT10', 'subway': 'yes'}\n", - "{'name': 'Tai Seng', 'name:en': 'Tai Seng', 'name:ms': 'Tai Seng', 'name:ta': 'தை செங்', 'name:zh': '大成', 'network': 'Circle Line (CCL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CC11', 'station': 'subway', 'subway': 'yes'}\n", - "{'name': 'Tampines', 'name:en': 'Tampines', 'name:zh': '淡滨尼', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'ref': 'EW2', 'subway': 'yes'}\n", - "{'name': 'Tampines', 'name:en': 'Tampines', 'name:zh': '淡滨尼', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'ref': 'EW2', 'subway': 'yes'}\n", - "{'name': 'Tampines', 'name:en': 'Tampines', 'name:ta': 'தெம்பினிஸ் ஈஸ்ட்', 'name:zh': '淡滨尼', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT32', 'subway': 'yes', 'wheelchair': 'yes'}\n", - "{'layer': '-1', 'location': 'underground', 'name': 'Tampines East', 'name:en': 'Tampines East', 'name:ta': 'தெம்பினிஸ் ஈஸ்ட்', 'name:zh': '淡滨尼东', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT33', 'subway': 'yes'}\n", - "{'name': 'Tampines West', 'name:en': 'Tampines West', 'name:ta': 'தெம்பினிஸ் வெஸ்ட்', 'name:zh': '淡滨尼西', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT31', 'subway': 'yes'}\n", - "{'level': '-1', 'location': 'underground', 'name': 'Tan Kah Kee', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT8', 'subway': 'yes'}\n", - "{'name': 'Tanah Merah', 'name:en': 'Tanah Merah', 'name:ms': 'Tanah Merah', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'EW4', 'subway': 'yes'}\n", - "{'name': 'Tanah Merah', 'name:en': 'Tanah Merah', 'name:ms': 'Tanah Merah', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'EW4', 'subway': 'yes'}\n", - "{'name': 'Tanah Merah', 'name:en': 'Tanah Merah', 'name:ms': 'Tanah Merah', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CG', 'subway': 'yes'}\n", - "{'name': 'Tanjong Pagar', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'EW15', 'subway': 'yes'}\n", - "{'name': 'Tanjong Pagar', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'EW15', 'subway': 'yes'}\n", - "{'level': '-1', 'location': 'underground', 'name': 'Telok Ayer', 'name:en': 'Telok Ayer', 'name:ta': 'தெலுக் ஆயர்', 'name:zh': '直落亚逸', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT18', 'subway': 'yes'}\n", - "{'name': 'Telok Blangah', 'name:en': 'Telok Blangah', 'name:ms': 'Telok Blangah', 'name:ta': 'தெலுக் பிளாங்கா', 'name:zh': '直落布兰雅', 'network': 'Circle Line (CCL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CC28', 'station': 'subway', 'subway': 'yes'}\n", - "{'name': 'Tiong Bahru', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'ref': 'EW17', 'subway': 'yes'}\n", - "{'name': 'Tiong Bahru', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'ref': 'EW17', 'subway': 'yes'}\n", - "{'name': 'Toa Payoh', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS19', 'subway': 'yes'}\n", - "{'name': 'Toa Payoh', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS19', 'subway': 'yes'}\n", - "{'name': 'Tuas Crescent', 'name:en': 'Tuas Crescent', 'name:ms': 'Tuas Crescent', 'name:ta': 'துவாஸ் கிரசண்ட்', 'name:zh': '大士弯', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'station', 'railway': 'station', 'ref': 'EW31', 'station': 'subway', 'wheelchair': 'yes', 'wikidata': 'Q3537127'}\n", - "{'addr:city': 'Singapore', 'addr:housenumber': '20', 'addr:street': 'Tuas West Drive', 'name': 'Tuas Link', 'name:en': 'Tuas Link', 'name:ms': 'Tuas Link', 'name:ta': 'துவாஸ் லிங்க்', 'name:zh': '大士连路', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'station', 'railway': 'station', 'ref': 'EW33', 'station': 'subway', 'wikidata': 'Q11149382', 'wikipedia': 'en:Tuas Link MRT station'}\n", - "{'addr:city': 'Singapore', 'addr:housenumber': '131', 'addr:street': 'Pioneer Road', 'name': 'Tuas West Road', 'name:en': 'Tuas West Road', 'name:ms': 'Tuas West Road', 'name:ta': 'துவாஸ் வெஸ்ட் ரோடு', 'name:zh': '大士西路', 'network': 'East West Line (EWL)', 'operator': 'SMRT', 'public_transport': 'station', 'railway': 'station', 'ref': 'EW32', 'station': 'subway', 'wheelchair': 'yes', 'wikidata': 'Q3537087'}\n", - "{'name': 'Ubi', 'name:ta': 'உபி', 'name:zh': '乌美', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT27', 'subway': 'yes'}\n", - "{'layer': '-1', 'location': 'underground', 'name': 'Upper Changi', 'name:en': 'Upper Changi', 'name:ta': 'அப்பர் சாங்கி', 'name:zh': '樟宜上段', 'network': 'Downtown Line (DTL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'DT34', 'subway': 'yes'}\n", - "{'name': 'Upper Thomson', 'name:en': 'Upper Thomson', 'name:ta': 'அப்பர் தாம்சன்', 'name:zh': '汤申路上段', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'TE8', 'subway': 'yes'}\n", - "{'name': 'Upper Thomson', 'name:en': 'Upper Thomson', 'name:ta': 'அப்பர் தாம்சன்', 'name:zh': '汤申路上段', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'TE8', 'subway': 'yes'}\n", - "{'name': 'Woodlands', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS9', 'subway': 'yes'}\n", - "{'name': 'Woodlands', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS9', 'subway': 'yes'}\n", - "{'name': 'Woodlands', 'name:en': 'Woodlands', 'name:ta': 'ஊட்லண்ட்ஸ்', 'name:zh': '兀兰', 'network': 'Thomson–East Coast Line (TEL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'TE2', 'subway': 'yes'}\n", - "{'name': 'Woodlands', 'name:en': 'Woodlands', 'name:ta': 'ஊட்லண்ட்ஸ்', 'name:zh': '兀兰', 'network': 'Thomson–East Coast Line (TEL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'TE2', 'subway': 'yes'}\n", - "{'name': 'Woodlands North', 'name:en': 'Woodlands North', 'name:ta': 'உட்லண்ட்ஸ் நார்த்', 'name:zh': '兀兰北', 'network': 'Thomson–East Coast Line (TEL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'TE1', 'subway': 'yes'}\n", - "{'name': 'Woodlands North', 'name:en': 'Woodlands North', 'name:ta': 'உட்லண்ட்ஸ் நார்த்', 'name:zh': '兀兰北', 'network': 'Thomson–East Coast Line (TEL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'TE1', 'subway': 'yes'}\n", - "{'name': 'Woodlands South', 'name:en': 'Woodlands South', 'name:ta': 'உட்லண்ட்ஸ் சவுத்', 'name:zh': '兀兰南', 'network': 'Thomson–East Coast Line (TEL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'TE3', 'subway': 'yes'}\n", - "{'name': 'Woodlands South', 'name:en': 'Woodlands South', 'name:ta': 'உட்லண்ட்ஸ் சவுத்', 'name:zh': '兀兰南', 'network': 'Thomson–East Coast Line (TEL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'TE3', 'subway': 'yes'}\n", - "{'name': 'Woodleigh', 'name:en': 'Woodleigh', 'name:ta': 'உட் லீ', 'name:zh': '兀里', 'network': 'North East Line (NEL)', 'operator': 'SBS Transit', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NE11', 'station': 'subway', 'subway': 'yes'}\n", - "{'name': 'Yew Tee', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS5', 'subway': 'yes'}\n", - "{'name': 'Yew Tee', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS5', 'subway': 'yes'}\n", - "{'name': 'Yio Chu Kang', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS15', 'subway': 'yes'}\n", - "{'name': 'Yio Chu Kang', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS15', 'subway': 'yes'}\n", - "{'name': 'Yishun', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS13', 'subway': 'yes'}\n", - "{'name': 'Yishun', 'network': 'North South Line (NSL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'NS13', 'subway': 'yes'}\n", - "{'name': 'one-north', 'name:en': 'one-north', 'name:ms': 'one-north', 'name:ta': 'ஒன்-நார்த்', 'name:zh': '纬壹', 'network': 'Circle Line (CCL)', 'operator': 'SMRT', 'public_transport': 'stop_position', 'railway': 'stop', 'ref': 'CC23', 'station': 'subway', 'subway': 'yes'}\n" - ] - } - ], - "source": [ - "for tag in sorted(nodes.loc[list(train_stops)]['tags'], key = lambda x: x['name']):\n", - " print(tag)" - ] - }, - { - "cell_type": "code", - "execution_count": 47, - "id": "8aaba192", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[['1547550796',\n", - " '1547519833',\n", - " '1547515539',\n", - " '1547412240',\n", - " '385878948',\n", - " '385878107',\n", - " '385877670',\n", - " '209451110',\n", - " '209451088',\n", - " '6587737928',\n", - " '209451044',\n", - " '209451013',\n", - " '6587699223',\n", - " '209390589',\n", - " '208527368',\n", - " '208526059',\n", - " '4583963502',\n", - " '7684365291',\n", - " '7684365292',\n", - " '210297606',\n", - " '1840733407',\n", - " '209480791',\n", - " '7684664559',\n", - " '206493462',\n", - " '206477134',\n", - " '6591927120',\n", - " '2957207984',\n", - " '1619228568',\n", - " '207725957',\n", - 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(figsize = (12,9))\n", - "for route_ in train_routes + monorail_routes:\n", - " y, x = nodeID_to_coords(route_)\n", - " ax.plot(x, y, '-o', markersize = 5, alpha = 0.5)\n", - "plt.title('Singapore MRT Map')\n", - "plt.show()\n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "id": "98318094", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(figsize = (12,9))\n", - "for route_ in bus_routes:\n", - " y, x = nodeID_to_coords(route_)\n", - " ax.plot(x, y, '-o', markersize = 1, c = 'gray')\n", - "plt.title('Singapore Bus Map')\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "id": "0eb58dfc", - "metadata": {}, - "outputs": [], - "source": [ - "#routing algorithm\n", - "CAR_CARBON = 100\n", - "BUS_CARBON = 100\n", - "MRT_CARBON = 100\n", - "LRT_CARBON = 100\n", - "\n", - "def calculate_fare(dist):\n", - " #dist = [3.2 + x for x in range(38)]\n", - " cost = [45, 55, 65, 75, 84, 91, 97, 101, 105, 109, 113, 117, 122, 126, 130, 134, 138, 141, 144, 147, 150, 152, 154, 156, 157, 158, 159, 160, 161,162, 163, 164, 165, 166, 167, 168, 169, 170, 171]\n", - " \n", - " if cost > 40.2:\n", - " return cost[-1]\n", - " if cost < 3.2:\n", - " return cost[0]\n", - " idx = int(dist - 3.2) + 1\n", - " return cost[idx]\n", - " \n", - "class Path:\n", - " def __init__(self):\n", - " self.nodes = []\n", - " self.fare = 0\n", - " self.carbon = 0\n", - " self.dist = 0\n", - " \n", - " def __repr__(self):\n", - " pass\n", - " \n", - "\n", - " def add(self, node, transport_type):\n", - " self.nodes.append(node)\n", - " self.dist += ((self.nodes[-1]['lat'] - node['lat'])**2 + (self.nodes[-1]['lon'] - node['lon'])**2)**0.5\n", - " if transport == 'bus':\n", - " self.carbon += BUS_CARBON*distance\n", - " self.fare = calculate_fare(self.dist)\n", - " elif transport == 'car':\n", - " self.carbon += FUEL_USAGE*CAR_CARBON*distance\n", - " self.fare = CAR_FUEL_PRICE*distance*FUEL_USAGE\n", - " elif transport == 'subway':\n", - " self.carbon += MRT_CARBON*distance\n", - " self.fare = calculate_fare(self.dist)\n", - " elif transport == 'monorail':\n", - " self.carbon += LRT_CARBON*distance\n", - " self.fare = calculate_fare(self.dist)\n", - " \n", - " def calculate_cost(self):\n", - " self.dist += distance\n", - " \n", - " \n", - " \n", - "def get_edge_weight(node1, node2, waytype, transport, cumulative_dist, weights):\n", - " distance = ((node1['lat'] - node2['lat'])**2 + (node1['lon'] - node2['lon'])**2)**0.5\n", - " cumulative_dist += distance\n", - " carbon_cost = 0\n", - " fare = 0\n", - " if waytype in ['motorway', 'motorway_link','primary','primary_link','residential','secondary','secondary_link','tertiary','tertiary_link']:\n", - " if transport == 'bus':\n", - " carbon_cost += BUS_CARBON*distance\n", - " fare = calculate_fare(cumulative_dist)\n", - " elif transport == 'car':\n", - " carbon_cost += CAR_CARBON*distance\n", - " elif transport == 'subway':\n", - " carbon_cost += MRT_CARBON*distance\n", - " fare = calculate_fare(cumulative_dist)\n", - " elif transport == 'monorail':\n", - " carbon_cost += LRT_CARBON*distance\n", - " fare = calculate_fare(cumulative_dist)\n", - " \n", - " total_cost = carbon_cost + fare + cumulative_dist\n", - " \n", - " return fare, carbon_cost, cumulative_distance, distance, total_cost\n", - " \n" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "3a44ccba", - "metadata": {}, - "outputs": [], - "source": [ - "from collections import OrderedDict\n" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "3e09aa4a", - "metadata": {}, - "outputs": [ - { - "ename": "TypeError", - "evalue": "__init__() missing 1 required positional argument: 'data'", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mTypeError\u001b[0m Traceback (most recent call last)", - "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 21\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0medges\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 22\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 23\u001b[1;33m \u001b[0mg\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mGraph\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m'A'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m'B'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m'C'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m'D'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m'E'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m'F'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m'G'\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m[\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'A'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m'B'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'A'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m'C'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'C'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m'A'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'C'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m'B'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'D'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m'A'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'D'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m'B'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'D'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m'G'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'E'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m'F'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'F'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m'C'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'F'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m'E'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'G'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m'B'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 24\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 25\u001b[0m \u001b[1;32mclass\u001b[0m \u001b[0mNode\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;31mTypeError\u001b[0m: __init__() missing 1 required positional argument: 'data'" - ] - } - ], - "source": [ - "\n", - "class Graph:\n", - " def __init__(self, nodes, edges, data):\n", - " self.nodes = nodes\n", - " self.edges = edges\n", - " self.data = data\n", - " \n", - " self.nodelist = []\n", - " self.edgelist = []\n", - " \n", - " def get_graph(self):\n", - " for node in self.nodes:\n", - " info = self.data.iloc[node]\n", - " n = Node(info['lat'], info['lon'], node)\n", - " self.nodelist.append(n)\n", - " for edge in self.edges:\n", - " info = self.data.iloc[edge]\n", - " e = Edge()\n", - " \n", - " def process_edges(self):\n", - " #convert to dictionary\n", - " map(lambda x: x[0], self.edges)\n", - " \n", - " def adj_nodes(self, node):\n", - " self.edges\n", - " \n", - "g = Graph(['A','B','C','D','E','F','G'], [('A','B'),('A','C'),('C','A'),('C','B'),('D','A'),('D','B'),('D','G'),('E','F'),('F','C'),('F','E'),('G','B')])\n", - "\n", - "class Node:\n", - " def __init__(self, lat, lon, name):\n", - " self.lon = lon\n", - " self.lat = lat\n", - " self.name = name\n", - " \n", - " \n", - "class Edge:\n", - " def __init__(self, start_node, end_node, weight, transport):\n", - " self.weight = weight\n", - " self.source = start_node\n", - " self.end = end_node\n", - " self.transport = transport\n", - " \n", - " def get_weights(self):\n", - " return self.weight\n", - " \n", - "def A_star_search(graph, start, end):\n", - " explored = []\n", - " openls = [(start, 0)]\n", - " path = Path()\n", - " graph = Graph()\n", - " currentShortestPath = (start, 0)\n", - " \n", - " while True:\n", - " if len(openls) == 0:\n", - " return None\n", - " \n", - " node, cost = openls.pop(0)\n", - " adj = node.adj_nodes()\n", - " explored_nodes = [e[0] for e in explored]\n", - " costs = [e[1] for e in explored]\n", - " adj = [adj for adj not in explored_nodes] #remove loops\n", - " \n", - " for n in adj:\n", - " g_n = cost + graph.edges[(node, n)].distance\n", - " h_n = ((graph.node[node].lat - graph.node[n].lat)**2 + (graph.node[node].lon - graph.node[n].lon)**2)**0.5 \n", - " f_n = g_n + h_n\n", - "\n", - " openls.append((n, f_n))\n", - " openls.sort(key = lambda x: x[1], reverse = False)\n", - " if openls[0][0] == end:\n", - " return path\n", - " #if the node found is in the open list and costs more than the current f_n: ignore\n", - " for item in openls:\n", - " if item[1] >= f_n:\n", - " break\n", - " else:\n", - " explored.append((node, f_n))\n", - " \n", - " \n", - " for item in explored:\n", - " if item[1] <= f_n:\n", - " break\n", - " else: \n", - " explored.append((node, f_n))\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "3971b836", - "metadata": {}, - "outputs": [], - "source": [ - "\n" - ] - } - ], - "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": "3.8.5" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/data_science/dashboard/README.md b/data_science/dashboard/README.md deleted file mode 100644 index 91add1a..0000000 --- a/data_science/dashboard/README.md +++ /dev/null @@ -1,7 +0,0 @@ -# recyclegowheredata - -Our 2 main objectives are to - -1. Build a live dashboard to track updates in recycling efforts in Singapore using Plotly and Dash. - -2. 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