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@@ -57,3 +57,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+data.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,87 @@
+## What is SpokenWOZ?
+
+SpokenWOZ is a large-scale multi-domain speech-text dataset for spoken task-oriented dialogue modeling, which consists of 203k turns, 5.7k dialogues and 249 hours audios from realistic human-to-human spoken conversations.
+
+## Why SpokenWOZ?
+
+The majority of existing TOD datasets are constructed via writing or paraphrasing from annotators rather than being collected from realistic spoken conversations. The written TDO datasets may not be representative of the way people naturally speak in real-world conversations, and make it difficult to train and evaluate models that are specifically designed for spoken TOD. Additionally, the robustness issue, such as ASR noise, also can not be fully explored using these written TOD datasets. Different exsiting spoken TOD datasets, we introduce common spoken characteristics in SpokenWOZ, such like word-by-word processing and commonsense in spoken language. SpokenWOZ also includes cross-turn detection and reasoning slot detection as new challenges to better handle these spoken characteristics.
+
+## Getting Started
+
+The data is split into training, development, and unreleased test sets. 
+
+You can download a copy of the dataset (distributed under the [CC BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/legalcode) license): https://spokenwoz.github.io/SpokenWOZ-github.io/
+
+Once you have built a model that works to your expectations on the dev set, you can submit it to [Wentao Ma](https://spokenwoz.github.io/SpokenWOZ-github.io/mawentao.mwt@alibaba-inc.com) to get official scores on a hidden test set. To preserve the integrity of test results, we do not release the test set to the public. Instead, we request you to submit your model so that we can run it on the test set for you.
+
+## Data structure
+
+There are 5,700 dialogues ranging form single-domain to multi-domain in SpokenWOZ. The test sets contain 1k examples.
+
+Dialogues with MUL in the name refers to multi-domain dialogues. Dialogues with SNG refers to single-domain dialogues. Each dialogue consists of a goal, multiple user and system utterances, dialogue state, dialogue act, corresponding audio and ASR transcription. 
+
+The file name of the audio is consistent with the id of the dialogue, for example, the corresponding audio file for MUL0032 is MUL0032.wav.
+
+The dialogue goal for each dialogue is recorded in the "goal" field. The dialogue goal holds the fields involved in the dialogue as well as the slots involved and the corresponding values.
+
+The dialogue state for each dialogue is recorded in the "metadata" field in every turn the same as MultiWOZ 2.1.  The  state have two sections: semi, book. Semi refers to slots from a particular domain. Book refers to booking slots for a particular domain. The joint accuracy metrics includes ALL slots.
+
+The dialogue act for each dialogue is recorded in the "dialogue_act" and "span_info" field in every turn:
+
+```
+{
+  "$dialogue_id": {
+  "log":{
+    "$turn_id": {
+      "dialogue_act": {
+        "$act_name": [
+          [
+            "$slot_name",
+            "$action_value"
+          ]
+        ]
+      },
+      "span_info": [
+        [
+          "$act_name"
+          "$slot_name",
+          "$action_value"
+          "$start_charater_index",
+          "$exclusive_end_character_index"
+        ]
+  }
+}
+```
+
+The ASR transcription for each dialogue is recorded in the "words" field in every turn.  
+
+```
+{
+  "$dialogue_id": {
+  "log":{
+    "$turn_id": {
+      "words": [
+        {
+        "$word_context": "$word",
+        "$begin_time": "$begintime",
+        "end_time": "$endtime",
+        "channel_id": "$channel",
+        "word_index": "$index",
+        }
+  }
+}
+```
+
+
+
+# Citation
+
+```
+@article{si2023spokenwoz,
+  title={SpokenWOZ: A Large-Scale Speech-Text Dataset for Spoken Task-Oriented Dialogue in Multiple Domains},
+  author={Si, Shuzheng and Ma, Wentao and Wu, Yuchuan and Dai, Yinpei and Gao, Haoyu and Lin, Ting-En and Li, Hangyu and Yan, Rui and Huang, Fei and Li, Yongbin},
+  journal={arXiv preprint arXiv:2305.13040},
+  year={2023}
+}
+```
+

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db/attraction_db.json

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+[
+    {
+        "address": "pool way, whitehill road, off newmarket road",
+        "area": "east",
+        "entrance fee": "?",
+        "id": "1",
+        "location": [
+            52.208789,
+            0.154883
+        ],
+        "name": "abbey pool and astroturf pitch",
+        "openhours": "?",
+        "phone": "01223902088",
+        "postcode": "cb58nt",
+        "pricerange": "?",
+        "type": "swimmingpool"
+    },
+    {
+        "address": "park street",
+        "area": "centre",
+        "entrance fee": "?",
+        "id": "2",
+        "location": [
+            52.208699,
+            0.12006
+        ],
+        "name": "adc theatre",
+        "openhours": "?",
+        "phone": "01223300085",
+        "postcode": "cb58as",
+        "pricerange": "?",
+        "type": "theatre"
+    },
+    {
+        "address": "jesus lane",
+        "area": "centre",
+        "entrance fee": "free",
+        "id": "3",
+        "location": [
+            52.2078083333333,
+            0.125616666666667
+        ],
+        "name": "all saints church",
+        "openhours": "it opens normally daily from 9 a.m. to 5 p.m., at other times the key can be borrowed from a nearby key holder.",
+        "phone": "01223452587",
+        "postcode": "cb58bs",
+        "pricerange": "free",
+        "type": "architecture"
+    },
+    {
+        "address": "heidelberg gardens, lion yard",
+        "area": "centre",
+        "entrance fee": "5 pounds",
+        "id": "4",
+        "location": [
+            52.20478,
+            0.11975
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+        "name": "ballare",
+        "openhours": "it opens from 10:30 p.m. to 03:30 a.m on thursday, from 11:00 p.m. to 04:00 a.m. on friday, from 10:00 p.m. to 03:30 a.m. on saturday, and from 10:00 p.m. to 02:30 a.m. on monday",
+        "phone": "01223364222",
+        "postcode": "cb23na",
+        "pricerange": "moderate",
+        "type": "nightclub"
+    },
+    {
+        "address": "98 king street",
+        "area": "centre",
+        "entrance fee": "free",
+        "id": "5",
+        "location": [
+            52.207409,
+            0.126738
+        ],
+        "name": "broughton house gallery",
+        "openhours": "?",
+        "phone": "01223314960",
+        "postcode": "cb11ln",
+        "pricerange": "free",
+        "type": "museum"
+    },
+    {
+        "address": "14 king's parade",
+        "area": "south",
+        "entrance fee": "free",
+        "id": "6",
+        "location": [
+            52.1725982,
+            0.1112224
+        ],
+        "name": "byard art",
+        "openhours": "it opens from 09:30 a.m. to 5:30 p.m. from monday to saturday, and from 11:00 a.m. to 4:00 p.m. on sunday",
+        "phone": "01223464646",
+        "postcode": "cb21sj",
+        "pricerange": "free",
+        "type": "museum"
+    },
+    {
+        "address": "cafe jello gallery, 13 magdalene street",
+        "area": "west",
+        "entrance fee": "free",
+        "id": "7",
+        "location": [
+            52.221949,
+            0.094948
+        ],
+        "name": "cafe jello gallery",
+        "openhours": "it opens from 10:30 a.m. to 5:30 p.m. thursday to saturday",
+        "phone": "01223312112",
+        "postcode": "cb30af",
+        "pricerange": "free",
+        "type": "museum"
+    },
+    {
+        "address": "the plough, green end, fen ditton,",
+        "area": "east",
+        "entrance fee": "?",
+        "id": "8",
+        "location": [
+            52.21247,
+            0.15619
+        ],
+        "name": "camboats",
+        "openhours": "?",
+        "phone": "01223902112",
+        "postcode": "cb58sx",
+        "pricerange": "?",
+        "type": "boat"
+    },
+    {
+        "address": "2-3 castle street",
+        "area": "west",
+        "entrance fee": "3.50 pounds",
+        "id": "9",
+        "location": [
+            52.210766,
+            0.114795
+        ],
+        "name": "cambridge and county folk museum",
+        "openhours": "it opens from monday to saturday, 10 a.m. to 5 p.m. while on sunday it opens from 2 p.m. to 5 p.m.",
+        "phone": "01223355159",
+        "postcode": "cb30aq",
+        "pricerange": "moderate",
+        "type": "museum"
+    },
+    {
+        "address": "6 saint edward's passage",
+        "area": "centre",
+        "entrance fee": "?",
+        "id": "10",
+        "location": [
+            52.2034781571435,
+            0.119176917855308
+        ],
+        "name": "cambridge arts theatre",
+        "openhours": "?",
+        "phone": "01223503333",
+        "postcode": "cb23pj",
+        "pricerange": "?",
+        "type": "theatre"
+    },
+    {
+        "address": "5 greens road",
+        "area": "east",
+        "entrance fee": "free",
+        "id": "11",
+        "location": [
+            52.202271,
+            0.14702
+        ],
+        "name": "cambridge artworks",
+        "openhours": "?",
+        "phone": "01223902168",
+        "postcode": "cb13ef",
+        "pricerange": "free",
+        "type": "museum"
+    },
+    {
+        "address": "49 newnham road",
+        "area": "west",
+        "entrance fee": "free",
+        "id": "12",
+        "location": [
+            52.198744,
+            0.113364
+        ],
+        "name": "cambridge book and print gallery",
+        "openhours": "it opens from 10:00 a.m. to 5:00 p.m. from tuesday to saturday",
+        "phone": "01223694264",
+        "postcode": "cb39ey",
+        "pricerange": "free",
+        "type": "museum"
+    },
+    {
+        "address": "6 trinity street",
+        "area": "centre",
+        "entrance fee": "free",
+        "id": "13",
+        "location": [
+            52.206084,
+            0.118268
+        ],
+        "name": "cambridge contemporary art",
+        "openhours": "it opens from 11:00 a.m. to 4:00 p.m. on sunday, and from 09:00 a.m. to 5:30 p.m. from monday to saturday",
+        "phone": "01223324222",
+        "postcode": "cb21su",
+        "pricerange": "free",
+        "type": "museum"
+    },
+    {
+        "address": "the old pumping station, cheddars lane",
+        "area": "east",
+        "entrance fee": "5 pounds",
+        "id": "14",
+        "location": [
+            52.21247,
+            0.15619
+        ],
+        "name": "cambridge museum of technology",
+        "openhours": "it opens on sunday from 2:00 p.m. to 5:00 p.m.",
+        "phone": "01223368650",
+        "postcode": "cb58ld",
+        "pricerange": "expensive",
+        "type": "museum"
+    },
+    {
+        "address": "bateman street",
+        "area": "centre",
+        "entrance fee": "4 pounds",
+        "id": "15",
+        "location": [
+            52.19525,
+            0.126
+        ],
+        "name": "cambridge university botanic gardens",
+        "openhours": "it opens from 10:00 a.m. to 6:00 p.m. from april to september, from 10:00 a.m. to 5:00 p.m. in february march and october, and from 10:00 a.m. to 4:00 p.m. from november to january",
+        "phone": "01223336265",
+        "postcode": "cb21jf",
+        "pricerange": "moderate",
+        "type": "park"
+    },
+    {
+        "address": "unit su43, grande arcade, saint andrews street",
+        "area": "centre",
+        "entrance fee": "free",
+        "id": "16",
+        "location": [
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+        "phone": "01223307402",
+        "postcode": "cb23bj",
+        "pricerange": "free",
+        "type": "museum"
+    },
+    {
+        "address": "cherry hinton road",
+        "area": "east",
+        "entrance fee": "?",
+        "id": "17",
+        "location": [
+            52.186045,
+            0.157515
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+        "name": "cherry hinton hall and grounds",
+        "openhours": "?",
+        "phone": "01223446104",
+        "postcode": "cb18dw",
+        "pricerange": "?",
+        "type": "entertainment"
+    },
+    {
+        "address": "cherry hinton hall, cherry hinton road",
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+        "entrance fee": "free",
+        "id": "18",
+        "location": [
+            52.186045,
+            0.157515
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+        "name": "cherry hinton water play",
+        "openhours": "it opens from may to september",
+        "phone": "01223446100",
+        "postcode": "cb18dw",
+        "pricerange": "free",
+        "type": "park"
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+        "location": [
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+        "postcode": "cb23bu",
+        "pricerange": "free",
+        "type": "college"
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+        "id": "20",
+        "location": [
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+        "name": "churchill college",
+        "openhours": "it opens normally daily from 9 a.m. to 5 p.m. except easter term",
+        "phone": "01223336233",
+        "postcode": "cb30ds",
+        "pricerange": "free",
+        "type": "college"
+    },
+    {
+        "address": "cambridge leisure park, clifton way",
+        "area": "south",
+        "entrance fee": "?",
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+        "location": [
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+        "name": "cineworld cinema",
+        "openhours": "?",
+        "phone": "00872208000",
+        "postcode": "cb17dy",
+        "pricerange": "?",
+        "type": "cinema"
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+        "address": "trinity lane",
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+        "name": "clare college",
+        "openhours": "it opens normally daily from 9 a.m. to 5 p.m. except easter term",
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+        "postcode": "cb21tl",
+        "pricerange": "moderate",
+        "type": "college"
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+        "openhours": "it opens normally daily from 9 a.m. to 5 p.m. except easter term",
+        "phone": "01223332360",
+        "postcode": "cb39al",
+        "pricerange": "free",
+        "type": "college"
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+        "address": "1 station road",
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+        "location": [
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+        "name": "club salsa",
+        "openhours": "it opens at the university social club from 9:30 p.m. to 11:30 p.m. on wednesday, and from 10:00 p.m. to 01:00 a.m. on friday",
+        "phone": "07782218745",
+        "postcode": "cb12jb",
+        "pricerange": "moderate",
+        "type": "nightclub"
+    },
+    {
+        "address": "king's parade",
+        "area": "centre",
+        "entrance fee": "2 pounds",
+        "id": "25",
+        "location": [
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+            0.117844444444444
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+        "name": "corpus christi",
+        "openhours": "it opens normally daily from 9 a.m. to 5 p.m. except easter term",
+        "phone": "01223338000",
+        "postcode": "cb21rh",
+        "pricerange": "cheap",
+        "type": "college"
+    },
+    {
+        "address": "regent street",
+        "area": "centre",
+        "entrance fee": "free",
+        "id": "26",
+        "location": [
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+            0.125194444444444
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+        "name": "downing college",
+        "openhours": "it opens daily from 9 a.m. to 5 p.m. except during easter term",
+        "phone": "01223334860",
+        "postcode": "cb21dq",
+        "pricerange": "free",
+        "type": "college"
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+        "address": "saint andrew's street",
+        "area": "centre",
+        "entrance fee": "free",
+        "id": "27",
+        "location": [
+            52.203572,
+            0.123778
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+        "name": "emmanuel college",
+        "openhours": "it opens normally daily from 9 a.m. to 5 p.m. except easter term",
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+        "postcode": "cb23ap",
+        "pricerange": "free",
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+        "pricerange": "?",
+        "type": "entertainment"
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+        "pricerange": "free",
+        "type": "museum"
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+        "address": "trinity street",
+        "area": "centre",
+        "entrance fee": "free",
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+        "openhours": "it opens normally daily from 9 a.m. to 5 p.m. except easter term",
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+        "pricerange": "free",
+        "type": "college"
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+        "entrance fee": "2 pounds",
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+        "name": "great saint mary's church",
+        "openhours": "it opens normally daily from 9 a.m. to 5 p.m.",
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+        "postcode": "cb23pq",
+        "pricerange": "cheap",
+        "type": "architecture"
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+        "address": "market street",
+        "area": "centre",
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+        "pricerange": "free",
+        "type": "architecture"
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+        "openhours": "it opens normally daily from 9 a.m. to 5 p.m. except easter term",
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+        "postcode": "cb12ew",
+        "pricerange": "free",
+        "type": "college"
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+        "address": "jesus lane",
+        "area": "centre",
+        "entrance fee": "free",
+        "id": "34",
+        "location": [
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+            0.125342
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+        "name": "jesus college",
+        "openhours": "it opens normally daily from 9 a.m. to 5 p.m. except easter term",
+        "phone": "01223339485",
+        "postcode": "cb58bl",
+        "pricerange": "free",
+        "type": "college"
+    },
+    {
+        "address": "between victoria road and the river",
+        "area": "north",
+        "entrance fee": "?",
+        "id": "35",
+        "location": [
+            52.220328,
+            0.115149
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+        "name": "jesus green outdoor pool",
+        "openhours": "?",
+        "phone": "01223302579",
+        "postcode": "cb43px",
+        "pricerange": "?",
+        "type": "swimmingpool"
+    },
+    {
+        "address": "1 wheeler street",
+        "area": "centre",
+        "entrance fee": "5 pounds",
+        "id": "36",
+        "location": [
+            52.204192,
+            0.119187
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+        "name": "kambar",
+        "openhours": "it opens from 10:00 p.m. to 4:00 a.m. depending on whether there is an event on or not",
+        "phone": "01223842725",
+        "postcode": "cb23qb",
+        "pricerange": "moderate",
+        "type": "nightclub"
+    },
+    {
+        "address": "castle street",
+        "area": "west",
+        "entrance fee": "free",
+        "id": "37",
+        "location": [
+            52.212405,
+            0.113075
+        ],
+        "name": "kettle's yard",
+        "openhours": "it opens from 11:30 a.m. to 5:00 p.m. tuesday to sunday",
+        "phone": "01223748100",
+        "postcode": "cb30aq",
+        "pricerange": "free",
+        "type": "museum"
+    },
+    {
+        "address": "king's parade",
+        "area": "centre",
+        "entrance fee": "free",
+        "id": "38",
+        "location": [
+            52.204289,
+            0.117269
+        ],
+        "name": "king's college",
+        "openhours": "it opens normally daily from 9 a.m. to 5 p.m. except easter term",
+        "phone": "01223331100",
+        "postcode": "cb21st",
+        "pricerange": "free",
+        "type": "college"
+    },
+    {
+        "address": "jedburgh court, kings hedges",
+        "area": "north",
+        "entrance fee": "?",
+        "id": "39",
+        "location": [
+            52.23171,
+            0.122415
+        ],
+        "name": "kings hedges learner pool",
+        "openhours": "?",
+        "phone": "01223353248",
+        "postcode": "cb42xh",
+        "pricerange": "?",
+        "type": "swimmingpool"
+    },
+    {
+        "address": "little saint mary's lane",
+        "area": "centre",
+        "entrance fee": "free",
+        "id": "40",
+        "location": [
+            52.2005111111111,
+            0.119883333333333
+        ],
+        "name": "little saint mary's church",
+        "openhours": "it opens normally daily from 9 a.m. to 5 p.m.",
+        "phone": "01223366202",
+        "postcode": "cb21qy",
+        "pricerange": "free",
+        "type": "architecture"
+    },
+    {
+        "address": "23 high street, fen ditton",
+        "area": "west",
+        "entrance fee": "free",
+        "id": "41",
+        "location": [
+            52.222053,
+            0.095086
+        ],
+        "name": "lynne strover gallery",
+        "openhours": "it opens from 10:00 a.m. to 5:00 p.m. thursday to saturday",
+        "phone": "01223295264",
+        "postcode": "cb30aq",
+        "pricerange": "free",
+        "type": "museum"
+    },
+    {
+        "address": "magdalene street",
+        "area": "west",
+        "entrance fee": "free",
+        "id": "42",
+        "location": [
+            52.210403,
+            0.115803
+        ],
+        "name": "magdalene college",
+        "openhours": "it opens normally daily from 9 a.m. to 5 p.m. except easter term",
+        "phone": "01223332138",
+        "postcode": "cb30ag",
+        "pricerange": "free",
+        "type": "college"
+    },
+    {
+        "address": "milton country park, milton",
+        "area": "north",
+        "entrance fee": "free",
+        "id": "43",
+        "location": [
+            52.247361,
+            0.156627
+        ],
+        "name": "milton country park",
+        "openhours": "always",
+        "phone": "01223420060",
+        "postcode": "cb46az",
+        "pricerange": "free",
+        "type": "park"
+    },
+    {
+        "address": "anglia ruskin enterprise, east road",
+        "area": "centre",
+        "entrance fee": "?",
+        "id": "44",
+        "location": [
+            52.20571,
+            0.131061
+        ],
+        "name": "mumford theatre",
+        "openhours": "?",
+        "phone": "08451962320",
+        "postcode": "cb11pt",
+        "pricerange": "?",
+        "type": "theatre"
+    },
+    {
+        "address": "university of cambridge, downing street",
+        "area": "centre",
+        "entrance fee": "free",
+        "id": "45",
+        "location": [
+            52.205261,
+            0.11664
+        ],
+        "name": "museum of archaelogy and anthropology",
+        "openhours": "it opens from 10:30 a.m. to 4:30 p.m. tuesday to saturday",
+        "phone": "01223333516",
+        "postcode": "cb23dz",
+        "pricerange": "free",
+        "type": "museum"
+    },
+    {
+        "address": "sidgwick avenue",
+        "area": "west",
+        "entrance fee": "free",
+        "id": "46",
+        "location": [
+            52.20987,
+            0.111565
+        ],
+        "name": "museum of classical archaeology",
+        "openhours": "it opens from 10:00 a.m. to 5:00 p.m. monday to friday",
+        "phone": "01223335153",
+        "postcode": "cb39da",
+        "pricerange": "free",
+        "type": "museum"
+    },
+    {
+        "address": "unit g6, cambridge leisure park, clifton road",
+        "area": "south",
+        "entrance fee": "?",
+        "id": "47",
+        "location": [
+            52.1896573155949,
+            0.137541476208324
+        ],
+        "name": "nusha",
+        "openhours": "it opens from 5:00 p.m. to 01:30 a.m. on tuesday, friday and saturday, and from 5:00 p.m. to midnight on monday, wednesday, thursday and sunday.",
+        "phone": "01223902158",
+        "postcode": "cb17dy",
+        "pricerange": "?",
+        "type": "entertainment"
+    },
+    {
+        "address": "trinity lane",
+        "area": "centre",
+        "entrance fee": "free",
+        "id": "48",
+        "location": [
+            52.2052638888889,
+            0.116641666666667
+        ],
+        "name": "old schools",
+        "openhours": "it opens normally daily from 08:00 a.m. to 5:45 p.m.",
+        "phone": "01223332320",
+        "postcode": "cb21tt",
+        "pricerange": "free",
+        "type": "architecture"
+    },
+    {
+        "address": "gonville place",
+        "area": "centre",
+        "entrance fee": "?",
+        "id": "49",
+        "location": [
+            52.201275,
+            0.129935
+        ],
+        "name": "parkside pools",
+        "openhours": "?",
+        "phone": "01223446100",
+        "postcode": "cb11ly",
+        "pricerange": "?",
+        "type": "swimmingpool"
+    },
+    {
+        "address": "trumpington street",
+        "area": "centre",
+        "entrance fee": "free",
+        "id": "50",
+        "location": [
+            52.202611,
+            0.120658
+        ],
+        "name": "pembroke college",
+        "openhours": "any time except may and june",
+        "phone": "01223338100",
+        "postcode": "cb21rf",
+        "pricerange": "free",
+        "type": "college"
+    },
+    {
+        "address": "girton college, huntingdon road",
+        "area": "west",
+        "entrance fee": "free",
+        "id": "51",
+        "location": [
+            52.228375,
+            0.0837527777777778
+        ],
+        "name": "people's portraits exhibition at girton college",
+        "openhours": "it opens from 2:00 p.m. to 4:00 p.m. daily from february to july",
+        "phone": "01223338901",
+        "postcode": "cb3ojg",
+        "pricerange": "free",
+        "type": "museum"
+    },
+    {
+        "address": "10 king s parade",
+        "area": "centre",
+        "entrance fee": "free",
+        "id": "52",
+        "location": [
+            52.2034781571435,
+            0.119176917855308
+        ],
+        "name": "primavera",
+        "openhours": "it opens from 11:00 a.m. to 4:30 p.m. on sunday, from 10:00 a.m. to 5:00 p.m. from monday to friday, and from 10:00 a.m. to 5:30 p.m. on saturday",
+        "phone": "01223357708",
+        "postcode": "cb21sj",
+        "pricerange": "free",
+        "type": "museum"
+    },
+    {
+        "address": "silver street",
+        "area": "west",
+        "entrance fee": "2.50 pounds",
+        "id": "53",
+        "location": [
+            52.2018,
+            0.114239
+        ],
+        "name": "queens' college",
+        "openhours": "monday to sunday 10 a.m. to 4:30 p.m.",
+        "phone": "01223335511",
+        "postcode": "cb39et",
+        "pricerange": "moderate",
+        "type": "college"
+    },
+    {
+        "address": "39 fitzroy street",
+        "area": "centre",
+        "entrance fee": "free",
+        "id": "54",
+        "location": [
+            52.206823,
+            0.131361
+        ],
+        "name": "regency gallery",
+        "openhours": "?",
+        "phone": "01223365454",
+        "postcode": "cb11er",
+        "pricerange": "free",
+        "type": "museum"
+    },
+    {
+        "address": "cambridge passenger cruisers, jubilee house",
+        "area": "north",
+        "entrance fee": "?",
+        "id": "55",
+        "location": [
+            52.229515,
+            0.111645
+        ],
+        "name": "riverboat georgina",
+        "openhours": "?",
+        "phone": "01223902091",
+        "postcode": "cb43ax",
+        "pricerange": "?",
+        "type": "boat"
+    },
+    {
+        "address": "anglia ruskin university, east road",
+        "area": "centre",
+        "entrance fee": "free",
+        "id": "56",
+        "location": [
+            52.20571,
+            0.131061
+        ],
+        "name": "ruskin gallery",
+        "openhours": "?",
+        "phone": "01245493131",
+        "postcode": "cb11pt",
+        "pricerange": "free",
+        "type": "museum"
+    },
+    {
+        "address": "the belfast yard, coldham's road",
+        "area": "east",
+        "entrance fee": "free",
+        "id": "57",
+        "location": [
+            52.20858,
+            0.148702
+        ],
+        "name": "saint barnabas press gallery",
+        "openhours": "?",
+        "phone": "01223902116",
+        "postcode": "cb13ew",
+        "pricerange": "free",
+        "type": "museum"
+    },
+    {
+        "address": "king's parade",
+        "area": "centre",
+        "entrance fee": "free",
+        "id": "58",
+        "location": [
+            52.202839,
+            0.116394
+        ],
+        "name": "saint catharine's college",
+        "openhours": "it opens normally daily from 9 a.m. to 5 p.m. except easter term",
+        "phone": "01223338300",
+        "postcode": "cb21rl",
+        "pricerange": "free",
+        "type": "college"
+    },
+    {
+        "address": "saint john's street",
+        "area": "centre",
+        "entrance fee": "2.50 pounds",
+        "id": "59",
+        "location": [
+            52.208803,
+            0.117411
+        ],
+        "name": "saint john's college",
+        "openhours": "it opens normally daily from 9 a.m. to 5 p.m. except easter term",
+        "phone": "01223338600",
+        "postcode": "cb21tp",
+        "pricerange": "moderate",
+        "type": "college"
+    },
+    {
+        "address": "lensfield road",
+        "area": "centre",
+        "entrance fee": "free",
+        "id": "60",
+        "location": [
+            52.19806,
+            0.123185
+        ],
+        "name": "scott polar museum",
+        "openhours": "it opens from 10:00 a.m. to 4:00 p.m. from tuesday to saturday",
+        "phone": "01223336540",
+        "postcode": "cb21er",
+        "pricerange": "free",
+        "type": "museum"
+    },
+    {
+        "address": "granta place, mill lane",
+        "area": "centre",
+        "entrance fee": "?",
+        "id": "61",
+        "location": [
+            52.200975,
+            0.116298
+        ],
+        "name": "scudamores punting co",
+        "openhours": "?",
+        "phone": "01223359750",
+        "postcode": "cb21rs",
+        "pricerange": "?",
+        "type": "boat"
+    },
+    {
+        "address": "fen causeway, newnham road,",
+        "area": "south",
+        "entrance fee": "free",
+        "id": "62",
+        "location": [
+            52.17674,
+            0.14559
+        ],
+        "name": "sheep's green and lammas land park fen causeway",
+        "openhours": "it is open from may to sept",
+        "phone": "01223302580",
+        "postcode": "cb22ad",
+        "pricerange": "free",
+        "type": "park"
+    },
+    {
+        "address": "sidney street",
+        "area": "centre",
+        "entrance fee": "free",
+        "id": "63",
+        "location": [
+            52.207464,
+            0.121342
+        ],
+        "name": "sidney sussex college",
+        "openhours": "it opens daily from 9 a.m. to 5 p.m. except during easter term",
+        "phone": "01223338800",
+        "postcode": "cb23hu",
+        "pricerange": "free",
+        "type": "college"
+    },
+    {
+        "address": "1-6 corn exchange street",
+        "area": "centre",
+        "entrance fee": "4 pounds",
+        "id": "64",
+        "location": [
+            52.203878,
+            0.12044
+        ],
+        "name": "soul tree nightclub",
+        "openhours": "it opens from 9:30 p.m. to 02:00 a.m. from sunday to tuesday, from 9:00 p.m. to 02:00 a.m. on wednesday, and from 9:00 p.m. to 02:30 a.m. from thursday to saturday",
+        "phone": "01223477900",
+        "postcode": "cb23qf",
+        "pricerange": "cheap",
+        "type": "nightclub"
+    },
+    {
+        "address": "cambridge leisure park, clifton way",
+        "area": "south",
+        "entrance fee": "?",
+        "id": "65",
+        "location": [
+            52.18568,
+            0.144638
+        ],
+        "name": "tenpin",
+        "openhours": "?",
+        "phone": "08715501010",
+        "postcode": "cb17dy",
+        "pricerange": "?",
+        "type": "entertainment"
+    },
+    {
+        "address": "wheeler street",
+        "area": "centre",
+        "entrance fee": "?",
+        "id": "66",
+        "location": [
+            52.20431,
+            0.119215
+        ],
+        "name": "the cambridge corn exchange",
+        "openhours": "?",
+        "phone": "01223357851",
+        "postcode": "cb23qe",
+        "pricerange": "?",
+        "type": "theatre"
+    },
+    {
+        "address": "251a chesterton road",
+        "area": "centre",
+        "entrance fee": "?",
+        "id": "67",
+        "location": [
+            52.211939,
+            0.118661
+        ],
+        "name": "the cambridge punter",
+        "openhours": "?",
+        "phone": "07807718591",
+        "postcode": "cb41as",
+        "pricerange": "?",
+        "type": "boat"
+    },
+    {
+        "address": "colville road, cherry hinton",
+        "area": "east",
+        "entrance fee": "?",
+        "id": "68",
+        "location": [
+            52.186715,
+            0.17882
+        ],
+        "name": "the cherry hinton village centre",
+        "openhours": "it opens from 09:00 a.m. to 8:00 p.m. on sunday, and from 09:00 a.m. to 10:00 p.m. from monday to saturday",
+        "phone": "01223576412",
+        "postcode": "cb19ej",
+        "pricerange": "?",
+        "type": "mutliple sports"
+    },
+    {
+        "address": "8 market passage",
+        "area": "centre",
+        "entrance fee": "5 pounds",
+        "id": "69",
+        "location": [
+            52.206144,
+            0.120283
+        ],
+        "name": "the fez club",
+        "openhours": "it opens on monday from 9 p.m. to 2 a.m.. it is closed on tuesday. from wednesday to saturday it opens from 9 p.m. to 2 a.m. and it is closed on sunday",
+        "phone": "01223519224",
+        "postcode": "cb23hx",
+        "pricerange": "moderate",
+        "type": "nightclub"
+    },
+    {
+        "address": "trumpington street",
+        "area": "centre",
+        "entrance fee": "free",
+        "id": "70",
+        "location": [
+            52.19855,
+            0.121785
+        ],
+        "name": "the fitzwilliam museum",
+        "openhours": "from tuesday to saturday it opens from 10 a.m. to 5 p.m. while on sunday, monday and bank holidays it opens from 12 to 5 p.m.",
+        "phone": "01223332900",
+        "postcode": "cb21rb",
+        "pricerange": "free",
+        "type": "museum"
+    },
+    {
+        "address": "clifton way",
+        "area": "south",
+        "entrance fee": "?",
+        "id": "71",
+        "location": [
+            52.190325,
+            0.135755
+        ],
+        "name": "the junction",
+        "openhours": "?",
+        "phone": "01223511511",
+        "postcode": "cb17gx",
+        "pricerange": "?",
+        "type": "theatre"
+    },
+    {
+        "address": "2 norfolk street",
+        "area": "centre",
+        "entrance fee": "?",
+        "id": "72",
+        "location": [
+            52.204746,
+            0.136515
+        ],
+        "name": "the man on the moon",
+        "openhours": "?",
+        "phone": "01223474144",
+        "postcode": "cb12lf",
+        "pricerange": "?",
+        "type": "concerthall"
+    },
+    {
+        "address": "22 sidney street",
+        "area": "south",
+        "entrance fee": "?",
+        "id": "73",
+        "location": [
+            52.1725982,
+            0.1112224
+        ],
+        "name": "the place",
+        "openhours": "it opens from 10:30 p.m. to 03:30 a.m. on tuesday, from 10:00 p.m. to 02:30 a.m. on thursday, from 10:00 p.m. to 04:00 a.m. on friday and saturday, and from 10:00 p.m. to 02:00 a.m. on sunday",
+        "phone": "01223324600",
+        "postcode": "cb23hg",
+        "pricerange": "moderate",
+        "type": "nightclub"
+    },
+    {
+        "address": "trinity street",
+        "area": "centre",
+        "entrance fee": "1 pound",
+        "id": "74",
+        "location": [
+            52.207081,
+            0.117622
+        ],
+        "name": "trinity college",
+        "openhours": "it opens normally daily from 9 a.m. to 5 p.m. except easter term",
+        "phone": "01223338400",
+        "postcode": "cb21tq",
+        "pricerange": "cheap",
+        "type": "college"
+    },
+    {
+        "address": "the grafton centre, east road",
+        "area": "centre",
+        "entrance fee": "?",
+        "id": "75",
+        "location": [
+            52.20571,
+            0.131061
+        ],
+        "name": "vue cinema",
+        "openhours": "?",
+        "phone": "08712240240",
+        "postcode": "cb11ps",
+        "pricerange": "?",
+        "type": "cinema"
+    },
+    {
+        "address": "wandlebury ring, gog magog hills, babraham",
+        "area": "south",
+        "entrance fee": "free",
+        "id": "76",
+        "location": [
+            52.119551,
+            0.181018
+        ],
+        "name": "wandlebury country park",
+        "openhours": "always",
+        "phone": "01223243830",
+        "postcode": "cb223ae",
+        "pricerange": "free",
+        "type": "park"
+    },
+    {
+        "address": "unit 8, viking way, bar hill",
+        "area": "west",
+        "entrance fee": "?",
+        "id": "77",
+        "location": [
+            52.254,
+            0.016478
+        ],
+        "name": "whale of a time",
+        "openhours": "it opens from 09:30 a.m. to 6:00 p.m. daily",
+        "phone": "01954781018",
+        "postcode": "cb238el",
+        "pricerange": "?",
+        "type": "entertainment"
+    },
+    {
+        "address": "free school lane",
+        "area": "centre",
+        "entrance fee": "free",
+        "id": "78",
+        "location": [
+            52.203117,
+            0.118928
+        ],
+        "name": "whipple museum of the history of science",
+        "openhours": "it opens from 12:30 p.m. to 4:30 p.m. from monday to friday",
+        "phone": "01223330906",
+        "postcode": "cb23rh",
+        "pricerange": "free",
+        "type": "museum"
+    },
+    {
+        "address": "gwydir street, no. 5 dale's brewery",
+        "area": "centre",
+        "entrance fee": "free",
+        "id": "79",
+        "location": [
+            52.2002,
+            0.1385
+        ],
+        "name": "williams art and antiques",
+        "openhours": "it opens from 11:00 a.m. to 6:00 p.m. from tuesday to friday, from 11:00 a.m. to 5:00 p.m. on saturday and sunday, and it is closed on monday",
+        "phone": "01223311687",
+        "postcode": "cb12lj",
+        "pricerange": "free",
+        "type": "museum"
+    }
+]

db/hospital_db.json

@@ -0,0 +1,332 @@
+[
+    {
+        "department": "neurosciences critical care unit",
+        "id": 0,
+        "phone": "01223216297"
+    },
+    {
+        "department": "trauma high dependency unit",
+        "id": 1,
+        "phone": "01223216305"
+    },
+    {
+        "department": "neurology neurosurgery",
+        "id": 2,
+        "phone": "01223217216"
+    },
+    {
+        "department": "oncology neurosurgery",
+        "id": 3,
+        "phone": "01223216314"
+    },
+    {
+        "department": "children's oncology and haematology",
+        "id": 4,
+        "phone": "01223217231"
+    },
+    {
+        "department": "children's surgical and medicine",
+        "id": 5,
+        "phone": "01223217450"
+    },
+    {
+        "department": "acute medicine for the elderly",
+        "id": 6,
+        "phone": "01223217261"
+    },
+    {
+        "department": "general medicine and nephrology",
+        "id": 7,
+        "phone": "01223217195"
+    },
+    {
+        "department": "medicine for the elderly",
+        "id": 8,
+        "phone": "01223216988"
+    },
+    {
+        "department": "hepatobillary and gastrointestinal surgery regional referral centre",
+        "id": 9,
+        "phone": "01223217300"
+    },
+    {
+        "department": "trauma and orthopaedics",
+        "id": 10,
+        "phone": "01223217279"
+    },
+    {
+        "department": "teenage cancer trust unit",
+        "id": 11,
+        "phone": "01223274222"
+    },
+    {
+        "department": "haematology and haematological oncology",
+        "id": 12,
+        "phone": "01223217312"
+    },
+    {
+        "department": "children's surgical and medicine",
+        "id": 13,
+        "phone": "01223217250"
+    },
+    {
+        "department": "intermediate dependancy area",
+        "id": 14,
+        "phone": "01223348144"
+    },
+    {
+        "department": "hepatology",
+        "id": 15,
+        "phone": "01223217712"
+    },
+    {
+        "department": "haematology",
+        "id": 16,
+        "phone": "01223274679"
+    },
+    {
+        "department": "neurology",
+        "id": 17,
+        "phone": "01223274680"
+    },
+    {
+        "department": "surgery",
+        "id": 18,
+        "phone": "01223217303"
+    },
+    {
+        "department": "trauma and orthopaedics",
+        "id": 19,
+        "phone": "01223217282"
+    },
+    {
+        "department": "oncology",
+        "id": 20,
+        "phone": "01223217708"
+    },
+    {
+        "department": "infectious diseases",
+        "id": 21,
+        "phone": "01223217314"
+    },
+    {
+        "department": "haematology day unit",
+        "id": 22,
+        "phone": "01223348169"
+    },
+    {
+        "department": "clinical decisions unit",
+        "id": 23,
+        "phone": "01223596203"
+    },
+    {
+        "department": "acute medical assessment unit",
+        "id": 24,
+        "phone": "01223348314"
+    },
+    {
+        "department": "medical short stay unit",
+        "id": 25,
+        "phone": "01223348336"
+    },
+    {
+        "department": "inpatient occupational therapy",
+        "id": 26,
+        "phone": "01223216881"
+    },
+    {
+        "department": "paediatric day unit",
+        "id": 27,
+        "phone": "01223217567"
+    },
+    {
+        "department": "paediatric clinic",
+        "id": 28,
+        "phone": "01223348313"
+    },
+    {
+        "department": "medicine for the elderly",
+        "id": 29,
+        "phone": "01223274744"
+    },
+    {
+        "department": "transplant high dependency unit",
+        "id": 30,
+        "phone": "01223216811"
+    },
+    {
+        "department": "diabetes and endocrinology",
+        "id": 31,
+        "phone": "01223217323"
+    },
+    {
+        "department": "infusion services",
+        "id": 32,
+        "phone": "01223586967"
+    },
+    {
+        "department": "medicine for the elderly",
+        "id": 33,
+        "phone": "01223217484"
+    },
+    {
+        "department": "medicine for the elderly",
+        "id": 34,
+        "phone": "01223217498"
+    },
+    {
+        "department": "transplant unit",
+        "id": 35,
+        "phone": "01223217711"
+    },
+    {
+        "department": "medicine for the elderly",
+        "id": 36,
+        "phone": "01223217428"
+    },
+    {
+        "department": "theatre admissions unit",
+        "id": 37,
+        "phone": "01223256583"
+    },
+    {
+        "department": "cardiology",
+        "id": 38,
+        "phone": "01223256233"
+    },
+    {
+        "department": "major trauma unit",
+        "id": 39,
+        "phone": "01223349881"
+    },
+    {
+        "department": "cardiology and coronary care unit",
+        "id": 40,
+        "phone": "01223256459"
+    },
+    {
+        "department": "colorectal surgery",
+        "id": 41,
+        "phone": "01223348545"
+    },
+    {
+        "department": "plastic and vascular surgery plastics",
+        "id": 42,
+        "phone": "01223274280"
+    },
+    {
+        "department": "gastroenterology",
+        "id": 43,
+        "phone": "01223274284"
+    },
+    {
+        "department": "oral and maxillofacial surgery and ent",
+        "id": 44,
+        "phone": "01223348527"
+    },
+    {
+        "department": "urology",
+        "id": 45,
+        "phone": "01223256650"
+    },
+    {
+        "department": "respiratory medicine",
+        "id": 46,
+        "phone": "01223256645"
+    },
+    {
+        "department": "lewin stroke and rehabilitation unit",
+        "id": 47,
+        "phone": "01223274750"
+    },
+    {
+        "department": "neurosciences",
+        "id": 48,
+        "phone": "01223216348"
+    },
+    {
+        "department": "psychiatry",
+        "id": 49,
+        "phone": "01223596201"
+    },
+    {
+        "department": "emergency department",
+        "id": 50,
+        "phone": "01223217118"
+    },
+    {
+        "department": "cambridge eye unit",
+        "id": 51,
+        "phone": "01223257168"
+    },
+    {
+        "department": "clinical investigation ward",
+        "id": 52,
+        "phone": "01223586706"
+    },
+    {
+        "department": "clinical research facility",
+        "id": 53,
+        "phone": "01223596055"
+    },
+    {
+        "department": "coronary care unit",
+        "id": 54,
+        "phone": "01223217297"
+    },
+    {
+        "department": "intermediate dependency area",
+        "id": 55,
+        "phone": "01223217873"
+    },
+    {
+        "department": "medical decisions unit",
+        "id": 56,
+        "phone": "01223596066"
+    },
+    {
+        "department": "paediatric intensive care unit",
+        "id": 57,
+        "phone": "01223217715"
+    },
+    {
+        "department": "paediatric day unit",
+        "id": 58,
+        "phone": "01223257157"
+    },
+    {
+        "department": "john farman intensive care unit",
+        "id": 59,
+        "phone": "01223256166"
+    },
+    {
+        "department": "delivery unit",
+        "id": 60,
+        "phone": "01223217217"
+    },
+    {
+        "department": "postnatal",
+        "id": 61,
+        "phone": "01223217667"
+    },
+    {
+        "department": "neonatal unit",
+        "id": 62,
+        "phone": "01223217678"
+    },
+    {
+        "department": "antenatal",
+        "id": 63,
+        "phone": "01223217671"
+    },
+    {
+        "department": "transitional care",
+        "id": 64,
+        "phone": "01223254668"
+    },
+    {
+        "department": "gynaecology",
+        "id": 65,
+        "phone": "01223257206"
+    }
+]

db/hotel_db.json

@@ -0,0 +1,749 @@
+[
+    {
+        "address": "124 tenison road",
+        "area": "east",
+        "internet": "yes",
+        "parking": "no",
+        "id": "0",
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+        "name": "a and b guest house",
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+        "price": {
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+            "family": "90",
+            "single": "50"
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+        "takesbookings": "yes",
+        "type": "guesthouse"
+    },
+    {
+        "address": "154 chesterton road",
+        "area": "north",
+        "internet": "yes",
+        "parking": "yes",
+        "id": "1",
+        "location": [
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+            0.133519444444444
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+        "name": "acorn guest house",
+        "phone": "01223353888",
+        "postcode": "cb41da",
+        "price": {
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+            "family": "105",
+            "single": "50"
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+        "takesbookings": "yes",
+        "type": "guesthouse"
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+    {
+        "address": "56 saint barnabas road",
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+        "internet": "yes",
+        "parking": "yes",
+        "id": "2",
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+        "name": "alexander bed and breakfast",
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+        "type": "guesthouse"
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+    {
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+        "n": "yes",
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+    {
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+    {
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+        "internet": "yes",
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+        "id": "6",
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+        "postcode": "cb43pe",
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+        "internet": "yes",
+        "parking": "yes",
+        "id": "7",
+        "location": [
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+        "name": "ashley hotel",
+        "phone": "01223350059",
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+        "takesbookings": "yes",
+        "type": "hotel"
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+    {
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+        "id": "8",
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+        "type": "guesthouse"
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+    {
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+        "type": "guesthouse"
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+    {
+        "address": "5 mowbray road",
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+        "internet": "yes",
+        "parking": "yes",
+        "id": "10",
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+        "id": "11",
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+        "type": "guesthouse"
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+        "parking": "yes",
+        "id": "12",
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+    {
+        "address": "15-17 norman way, coldhams business park",
+        "area": "east",
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+    {
+        "address": "144 thornton road",
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+        "parking": "yes",
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+        "address": "gonville place",
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+        "internet": "yes",
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+        "id": "18",
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+        "address": "156 chesterton road",
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+        "id": "19",
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+        "price": {
+            "double": "75",
+            "family": "130",
+            "single": "50"
+        },
+        "pricerange": "moderate",
+        "stars": "4",
+        "takesbookings": "yes",
+        "type": "guesthouse"
+    },
+    {
+        "address": "732-734 newmarket road",
+        "area": "east",
+        "internet": "yes",
+        "parking": "yes",
+        "id": "24",
+        "location": [
+            52.2176534,
+            0.1747439
+        ],
+        "name": "leverton house",
+        "phone": "01223292094",
+        "postcode": "cb58rs",
+        "price": {
+            "double": "60",
+            "family": "90",
+            "single": "40"
+        },
+        "pricerange": "cheap",
+        "stars": "4",
+        "takesbookings": "yes",
+        "type": "guesthouse"
+    },
+    {
+        "address": "78-80 milton road",
+        "area": "north",
+        "internet": "yes",
+        "parking": "yes",
+        "id": "25",
+        "location": [
+            52.2309912,
+            0.1295545
+        ],
+        "name": "limehouse",
+        "phone": "01223300552",
+        "postcode": "cb42je",
+        "price": {
+            "double": "75",
+            "single": "40"
+        },
+        "pricerange": "moderate",
+        "stars": "4",
+        "takesbookings": "yes",
+        "type": "guesthouse"
+    },
+    {
+        "address": "365 milton road",
+        "area": "north",
+        "internet": "yes",
+        "parking": "yes",
+        "id": "26",
+        "location": [
+            52.2309912,
+            0.1295545
+        ],
+        "name": "lovell lodge",
+        "phone": "01223425478",
+        "postcode": "cb41sr",
+        "price": {
+            "double": "65",
+            "family": "70",
+            "single": "50"
+        },
+        "pricerange": "moderate",
+        "stars": "2",
+        "takesbookings": "yes",
+        "type": "hotel"
+    },
+    {
+        "address": "53 roseford road",
+        "area": "south",
+        "internet": "yes",
+        "parking": "yes",
+        "id": "27",
+        "location": [
+            52.1725982,
+            0.1112224
+        ],
+        "name": "rosa's bed and breakfast",
+        "phone": "01223512596",
+        "postcode": "cb22ha",
+        "price": {
+            "single": "25"
+        },
+        "pricerange": "cheap",
+        "stars": "4",
+        "takesbookings": "yes",
+        "type": "guesthouse"
+    },
+    {
+        "address": "back lane, cambourne",
+        "area": "west",
+        "internet": "yes",
+        "parking": "yes",
+        "id": "28",
+        "location": [
+            52.2213805555556,
+            -0.0680333333333333
+        ],
+        "name": "the cambridge belfry",
+        "phone": "01954714600",
+        "postcode": "cb236bw",
+        "price": {
+            "double": "60",
+            "single": "60"
+        },
+        "pricerange": "cheap",
+        "stars": "4",
+        "takesbookings": "yes",
+        "type": "hotel"
+    },
+    {
+        "address": "53-57 lensfield road",
+        "area": "south",
+        "internet": "yes",
+        "parking": "yes",
+        "id": "29",
+        "location": [
+            52.1725982,
+            0.1112224
+        ],
+        "name": "the lensfield hotel",
+        "phone": "01223355017",
+        "postcode": "cb21en",
+        "price": {
+            "double": "90",
+            "family": "125",
+            "single": "65"
+        },
+        "pricerange": "expensive",
+        "stars": "3",
+        "takesbookings": "yes",
+        "type": "hotel"
+    },
+    {
+        "address": "regent street",
+        "area": "centre",
+        "internet": "yes",
+        "parking": "yes",
+        "id": "30",
+        "location": [
+            52.19942,
+            0.12722
+        ],
+        "name": "university arms hotel",
+        "phone": "01223351241",
+        "postcode": "cb21ad",
+        "price": {
+            "double": "124",
+            "family": "144",
+            "single": "104"
+        },
+        "pricerange": "expensive",
+        "stars": "4",
+        "takesbookings": "yes",
+        "type": "hotel"
+    },
+    {
+        "address": "warkworth terrace",
+        "area": "east",
+        "internet": "yes",
+        "parking": "yes",
+        "id": "31",
+        "location": [
+            52.1963733,
+            0.1987426
+        ],
+        "name": "warkworth house",
+        "phone": "01223363682",
+        "postcode": "cb11ee",
+        "price": {
+            "double": "75",
+            "family": "95",
+            "single": "55"
+        },
+        "pricerange": "moderate",
+        "stars": "4",
+        "takesbookings": "yes",
+        "type": "guesthouse"
+    },
+    {
+        "address": "152 chesterton road",
+        "area": "north",
+        "internet": "yes",
+        "parking": "yes",
+        "id": "32",
+        "location": [
+            52.2309912,
+            0.1295545
+        ],
+        "name": "worth house",
+        "phone": "01223316074",
+        "postcode": "cb41da",
+        "price": {
+            "double": "60",
+            "family": "85",
+            "single": "49"
+        },
+        "pricerange": "cheap",
+        "stars": "4",
+        "takesbookings": "yes",
+        "type": "guesthouse"
+    }
+]

db/police_db.json

@@ -0,0 +1,8 @@
+[
+    {
+        "name": "Parkside Police Station",
+        "address": "Parkside, Cambridge",
+        "id": 0,
+        "phone": "01223358966"
+    }
+]

db/restaurant_db.json

@@ -0,0 +1,1761 @@
+[
+    {
+        "address": "Regent Street City Centre",
+        "area": "centre",
+        "food": "italian",
+        "id": "19210",
+        "introduction": "Pizza hut is a large chain with restaurants nationwide offering convenience pizzas pasta and salads to eat in or take away",
+        "location": [
+            52.20103,
+            0.126023
+        ],
+        "name": "pizza hut city centre",
+        "phone": "01223323737",
+        "postcode": "cb21ab",
+        "pricerange": "cheap",
+        "type": "restaurant"
+    },
+    {
+        "address": "Finders Corner Newmarket Road",
+        "area": "east",
+        "food": "international",
+        "id": "30650",
+        "introduction": "",
+        "location": [
+            52.21768,
+            0.224907
+        ],
+        "name": "the missing sock",
+        "phone": "01223812660",
+        "postcode": "cb259aq",
+        "pricerange": "cheap",
+        "signature": "african babooti",
+        "type": "restaurant"
+    },
+    {
+        "address": "106 Regent Street City Centre",
+        "area": "centre",
+        "food": "indian",
+        "id": "19214",
+        "introduction": "curry garden serves traditional indian and bangladeshi cuisine cooked with fresh produce delivered every day",
+        "location": [
+            52.200187,
+            0.126407
+        ],
+        "name": "curry garden",
+        "phone": "01223302330",
+        "postcode": "cb21dp",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "82 Cherry Hinton Road Cherry Hinton",
+        "area": "south",
+        "food": "chinese",
+        "id": "19192",
+        "location": [
+            52.188528,
+            0.140627
+        ],
+        "name": "the good luck chinese food takeaway",
+        "phone": "01223244149",
+        "postcode": "cb17ag",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "G4 Cambridge Leisure Park Clifton Way Cherry Hinton",
+        "area": "south",
+        "food": "italian",
+        "id": "19196",
+        "introduction": "pizza hut is a large chain with restaurants nationwide offering convenience pizzas pasta and salads to eat in or take away",
+        "location": [
+            52.190176,
+            0.13699
+        ],
+        "name": "pizza hut cherry hinton",
+        "phone": "01223323737",
+        "postcode": "cb17dy",
+        "pricerange": "moderate",
+        "type": "restaurant"
+    },
+    {
+        "address": "64 Cherry Hinton Road Cherry Hinton",
+        "area": "south",
+        "food": "indian",
+        "id": "19191",
+        "introduction": "taj tandoori serves a variety of indian dishes to eat in or take away catering for private parties of up to 50 guests is available upon request",
+        "location": [
+            52.188747,
+            0.138941
+        ],
+        "name": "taj tandoori",
+        "phone": "01223412299",
+        "postcode": "cb17aa",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "152 - 154 Hills Road",
+        "area": "south",
+        "food": "modern european",
+        "id": "14731",
+        "introduction": "",
+        "location": [
+            52.18889,
+            0.13589
+        ],
+        "name": "restaurant alimentum",
+        "phone": "01223413000",
+        "postcode": "cb28pb",
+        "pricerange": "moderate",
+        "signature": "slowroast sirloin of beef red onion celeriac and garlic",
+        "type": "restaurant"
+    },
+    {
+        "address": "529 Newmarket Road Fen Ditton",
+        "area": "east",
+        "food": "chinese",
+        "id": "19273",
+        "introduction": "yu garden serves authentic chinese cuisine",
+        "location": [
+            52.212992,
+            0.157569
+        ],
+        "name": "yu garden",
+        "phone": "01223248882",
+        "postcode": "cb58pa",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "Market Hill City Centre",
+        "area": "centre",
+        "food": "italian",
+        "id": "19240",
+        "location": [
+            52.205442,
+            0.119706
+        ],
+        "name": "stazione restaurant and coffee bar",
+        "phone": "01223352607",
+        "postcode": "cb23nj",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "451 Newmarket Road Fen Ditton",
+        "area": "east",
+        "food": "indian",
+        "id": "19270",
+        "introduction": "curry prince is a neighbourhood indian restaurant serving authentic cuisine",
+        "location": [
+            52.213072,
+            0.149771
+        ],
+        "name": "curry prince",
+        "phone": "01223566388",
+        "postcode": "cb58jj",
+        "pricerange": "moderate",
+        "type": "restaurant"
+    },
+    {
+        "address": "Regent Street City Centre",
+        "area": "centre",
+        "food": "chinese",
+        "id": "19212",
+        "introduction": "charlie chan serves a variety of popular chinese dishes at their restaurant",
+        "location": [
+            52.201743,
+            0.124843
+        ],
+        "name": "charlie chan",
+        "phone": "01223361763",
+        "postcode": "cb21db",
+        "pricerange": "cheap",
+        "type": "restaurant"
+    },
+    {
+        "address": "Free School Lane City Centre",
+        "area": "centre",
+        "food": "european",
+        "id": "19245",
+        "introduction": "eraina serves a variety of drinks and european dishes with influences from france spain italy and greece catering for vegetarians is also provided",
+        "location": [
+            52.203708,
+            0.119082
+        ],
+        "name": "eraina",
+        "phone": "01223368786",
+        "postcode": "cb23rh",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "Regent Street City Centre",
+        "area": "centre",
+        "food": "italian",
+        "id": "19213",
+        "introduction": "the simple menu and kitchen concept at pizza express has retained its freshly made ideal and you can still watch your pizza being prepared for you",
+        "location": [
+            52.201743,
+            0.124843
+        ],
+        "name": "pizza express",
+        "phone": "01223324033",
+        "postcode": "cb21db",
+        "pricerange": "moderate",
+        "type": "restaurant"
+    },
+    {
+        "address": "De Vere University Arms Regent Street City Centre",
+        "area": "centre",
+        "food": "british",
+        "id": "19211",
+        "introduction": "adjoining the de vere university arms restaurant one seven is located at the forefront of regent street, and provides a birds eye view to take in the hustle and bustle of the busy city. Enjoy beautifully created food which is always complemented by a fine selection of wines in a truly relaxing and contemporary atmosphere",
+        "location": [
+            52.20103,
+            0.126023
+        ],
+        "name": "restaurant one seven",
+        "phone": "01223337766",
+        "postcode": "cb21ab",
+        "pricerange": "moderate",
+        "type": "restaurant"
+    },
+    {
+        "address": "12 Bridge Street City Centre",
+        "area": "centre",
+        "food": "italian",
+        "id": "19229",
+        "introduction": "ask is a leading name in the uk casual dining market with over 100 restaurants across the uk. ask is the perfect place to relax and enjoy mouthwatering risottos an extended range of hearty al forno dishes and all your favourite pastas pizzas and salads",
+        "location": [
+            52.209028,
+            0.118296
+        ],
+        "name": "ask restaurant",
+        "phone": "01223364917",
+        "postcode": "cb21uf",
+        "pricerange": "cheap",
+        "type": "restaurant"
+    },
+    {
+        "address": "11 Peas Hill City Centre",
+        "area": "centre",
+        "food": "chinese",
+        "id": "19242",
+        "introduction": "jinling noodle bar serves a wide range of chinese and shanghai dishes reflecting many different flavours and ingredients",
+        "location": [
+            52.204453,
+            0.118693
+        ],
+        "name": "jinling noodle bar",
+        "phone": "01223566188",
+        "postcode": "cb23pp",
+        "pricerange": "moderate",
+        "type": "restaurant"
+    },
+    {
+        "address": "83 Regent Street",
+        "area": "centre",
+        "food": "modern european",
+        "id": "3697",
+        "introduction": "de luca cucina bar in the heart of cambridge is a stylish spot to enjoy food, wine, cocktails and coffee all in a vibrant atmosphere. The cocktail bar at the front is perfect for coffee and light meals in the day and cocktails in the evening. An open kitchen provides real excitement with head chef darren kiegher and his team preparing simply delicious italian food using locally sourced ingredients.",
+        "location": [
+            52.2002,
+            0.1268
+        ],
+        "name": "de luca cucina and bar",
+        "phone": "01223356666",
+        "postcode": "cb21aw",
+        "pricerange": "moderate",
+        "signature": "roasted barbary duck breast served with sweet potato wedges and mange tout with a red wine sauce",
+        "type": "restaurant"
+    },
+    {
+        "address": "2 Sturton Street City Centre",
+        "area": "centre",
+        "food": "gastropub",
+        "id": "19188",
+        "introduction": "the backstreet bistro is a gastropub with a separate bar area serving a couple of good real ales and a dining room serving modern european food. There is a decked area to sit out in during the summer months",
+        "location": [
+            52.202449,
+            0.141062
+        ],
+        "name": "backstreet bistro",
+        "phone": "01223306306",
+        "postcode": "cb12qa",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "68 Histon Road Chesterton",
+        "area": "west",
+        "food": "indian",
+        "id": "19266",
+        "introduction": "tandoori palace serve a variety of indian and bangladeshi dishes and can cater for private parties of up to 110 guests upon request",
+        "location": [
+            52.215486,
+            0.111167
+        ],
+        "name": "tandoori palace",
+        "phone": "01223506055",
+        "postcode": "cb43le",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "Doubletree by Hilton Cambridge Granta Place Mill Lane",
+        "area": "centre",
+        "food": "modern european",
+        "id": "10347",
+        "introduction": "",
+        "location": [
+            52.20025,
+            0.11659
+        ],
+        "name": "riverside brasserie",
+        "phone": "01223259988",
+        "postcode": "cb21rt",
+        "pricerange": "moderate",
+        "type": "restaurant"
+    },
+    {
+        "address": "74 Mill Road City Centre",
+        "area": "centre",
+        "food": "indian",
+        "id": "19180",
+        "introduction": "kohinoor serves a variety of indian and vegetarian dishes at their restaurant a takeaway and delivery service is also available",
+        "location": [
+            52.200422,
+            0.135784
+        ],
+        "name": "kohinoor",
+        "phone": "01223323639",
+        "postcode": "cb12as",
+        "pricerange": "cheap",
+        "type": "restaurant"
+    },
+    {
+        "address": "2G Cambridge Leisure Park Cherry Hinton Road Cherry Hinton",
+        "area": "south",
+        "food": "mexican",
+        "id": "19194",
+        "introduction": "chiquito is a chain of inexpensive tex mex restaurants predominantly aimed at tourists. They serve a variety of mexican and north of the border food as well as a range of cocktails",
+        "location": [
+            52.190176,
+            0.13699
+        ],
+        "name": "chiquito restaurant bar",
+        "phone": "01223400170",
+        "postcode": "cb17dy",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "21 - 24 Northampton Road",
+        "area": "west",
+        "food": "italian",
+        "id": "12700",
+        "introduction": "",
+        "location": [
+            52.21032,
+            0.11367
+        ],
+        "name": "prezzo",
+        "phone": "01799521260",
+        "postcode": "cb30ad",
+        "pricerange": "moderate",
+        "type": "restaurant"
+    },
+    {
+        "address": "88 Mill Road City Centre",
+        "area": "centre",
+        "food": "chinese",
+        "id": "19185",
+        "introduction": "rice house serve a variety of popular chinese dishes at their restaurant",
+        "location": [
+            52.199332,
+            0.138395
+        ],
+        "name": "rice house",
+        "phone": "01223367755",
+        "postcode": "cb12bd",
+        "pricerange": "cheap",
+        "type": "restaurant"
+    },
+    {
+        "address": "59 Hills Road City Centre",
+        "area": "centre",
+        "food": "lebanese",
+        "id": "19221",
+        "location": [
+            52.195416,
+            0.13114
+        ],
+        "name": "ali baba",
+        "phone": "01462432565",
+        "postcode": "cb21nt",
+        "pricerange": "moderate",
+        "type": "restaurant"
+    },
+    {
+        "address": "35 Saint Andrews Street City Centre",
+        "area": "centre",
+        "food": "international",
+        "id": "19235",
+        "introduction": "the varsity restaurant serves a variety of international and vegetarian dishes and can cater for private parties of up to 40 guests upon request",
+        "location": [
+            52.202793,
+            0.123488
+        ],
+        "name": "the varsity restaurant",
+        "phone": "01223356060",
+        "postcode": "cb23ar",
+        "pricerange": "moderate",
+        "type": "restaurant"
+    },
+    {
+        "address": "40270 King Street City Centre",
+        "area": "centre",
+        "food": "modern european",
+        "id": "19177",
+        "introduction": "darrys cookhouse and wine shop is an award winning drinking and dining restaurant and bar in the centre of cambridge",
+        "location": [
+            52.207312,
+            0.124201
+        ],
+        "name": "darrys cookhouse and wine shop",
+        "phone": "01223505015",
+        "postcode": "cb11ln",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "Mill Road City Centre",
+        "area": "centre",
+        "food": "indian",
+        "id": "19182",
+        "introduction": "the golden curry serves a variety of authentic indian dishes at their fully licensed restaurant",
+        "location": [
+            52.199289,
+            0.13974
+        ],
+        "name": "the golden curry",
+        "phone": "01223329432",
+        "postcode": "cb12az",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "71 Castle Street City Centre",
+        "area": "west",
+        "food": "indian",
+        "id": "19249",
+        "introduction": "cocum specialises in south indian cuisine using spices meat and vegetables from the kerala region there is also a take away option",
+        "location": [
+            52.212444,
+            0.112823
+        ],
+        "name": "cocum",
+        "phone": "01223366668",
+        "postcode": "cb30ah",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "St. Michael's Church Trinity Street City Centre",
+        "area": "centre",
+        "food": "european",
+        "id": "19227",
+        "introduction": "digby trout is a chain of restaurants that are located in many of london's premier tourist attractions. they serve modern european cuisine and are open for lunch and dinner. situated in st michaels church, michaelhouse cafe serves coffee sandwiches and lunch from a regularly changing menu",
+        "location": [
+            52.20608,
+            0.118215
+        ],
+        "name": "michaelhouse cafe",
+        "phone": "01223309147",
+        "postcode": "cb21su",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "37 Newnham Road Newnham",
+        "area": "west",
+        "food": "indian",
+        "id": "19255",
+        "introduction": "the rice boat serves an authentic kind of indian cuisine that originates from the villages of kerala where the spice trade originated",
+        "location": [
+            52.199012,
+            0.113196
+        ],
+        "name": "rice boat",
+        "phone": "01223302800",
+        "postcode": "cb39ey",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "15 - 19 Trumpington Street",
+        "area": "centre",
+        "food": "european",
+        "id": "4607",
+        "introduction": "",
+        "location": [
+            52.19934,
+            0.12146
+        ],
+        "name": "hotel du vin and bistro",
+        "phone": "01223227330",
+        "postcode": "cb21qa",
+        "pricerange": "moderate",
+        "signature": "",
+        "type": "restaurant"
+    },
+    {
+        "address": "41518 Castle Street City Centre",
+        "area": "west",
+        "food": "indian",
+        "id": "19250",
+        "introduction": "maharajah tandoori restaurant serve a variety of indian and tandoori dishes at their restaurant catering for private parties of up to 40 guests is available upon request",
+        "location": [
+            52.212444,
+            0.112823
+        ],
+        "name": "maharajah tandoori restaurant",
+        "phone": "01223358399",
+        "postcode": "cb30ah",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "Crowne Plaza Hotel 20 Downing Street",
+        "area": "centre",
+        "food": "international",
+        "id": "14742",
+        "introduction": "",
+        "location": [
+            52.20342,
+            0.12171
+        ],
+        "name": "bloomsbury restaurant",
+        "phone": "08719429180",
+        "postcode": "cb23dt",
+        "pricerange": "moderate",
+        "signature": "coconut and red chilli monkfish",
+        "type": "restaurant"
+    },
+    {
+        "address": "17 Magdalene Street City Centre",
+        "area": "west",
+        "food": "vietnamese",
+        "id": "19248",
+        "introduction": "thanh binh serve a variety of vietnamese dishes as well as selling an assortment of tea and coffees",
+        "location": [
+            52.210226,
+            0.115646
+        ],
+        "name": "thanh binh",
+        "phone": "01223362456",
+        "postcode": "cb30af",
+        "pricerange": "cheap",
+        "type": "restaurant"
+    },
+    {
+        "address": "14 -16 Bridge Street",
+        "area": "centre",
+        "food": "spanish",
+        "id": "12566",
+        "introduction": "la tasca is a spanish tapas restaurant and bar offering over 30 tapas dishes",
+        "location": [
+            52.20903,
+            0.1183
+        ],
+        "name": "la tasca",
+        "phone": "01223464630",
+        "postcode": "cb21uf",
+        "pricerange": "moderate",
+        "type": "restaurant"
+    },
+    {
+        "address": "20 Milton Road Chesterton",
+        "area": "north",
+        "food": "italian",
+        "id": "19259",
+        "introduction": "da Vinci pizzeria serve an extensive range of pizza and italian dishes as well as some vegetarian options a takeaway and delivery service is also available",
+        "location": [
+            52.215311,
+            0.12593
+        ],
+        "name": "da vinci pizzeria",
+        "phone": "01223351707",
+        "postcode": "cb41jy",
+        "pricerange": "cheap",
+        "type": "restaurant"
+    },
+    {
+        "address": "22 Chesterton Road Chesterton",
+        "area": "north",
+        "food": "french",
+        "id": "19264",
+        "location": [
+            52.213742,
+            0.1242
+        ],
+        "name": "restaurant two two",
+        "phone": "01223351880",
+        "postcode": "cb43ax",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "12 St. Johns Street City Centre",
+        "area": "centre",
+        "food": "chinese",
+        "id": "19228",
+        "introduction": "ugly duckling serves a variety of chinese dishes to eat in or take away they also offer 10 percent discount on takeaway orders",
+        "location": [
+            52.208055,
+            0.118397
+        ],
+        "name": "ugly duckling",
+        "postcode": "cb21tw",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "36 Saint Andrews Street",
+        "area": "centre",
+        "food": "japanese",
+        "id": "12638",
+        "introduction": "",
+        "location": [
+            52.203,
+            0.12375
+        ],
+        "name": "wagamama",
+        "phone": "01223462354",
+        "postcode": "cb23ar",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "12 Norfolk Street City Centre",
+        "area": "centre",
+        "food": "chinese",
+        "id": "19186",
+        "introduction": "lan hong house serves great value home cooked authentic chinese food with over two five dishes available from the buffet",
+        "location": [
+            52.204609,
+            0.137976
+        ],
+        "name": "lan hong house",
+        "phone": "01223350420",
+        "postcode": "cb12lf",
+        "pricerange": "moderate",
+        "type": "restaurant"
+    },
+    {
+        "address": "Cambridge Leisure Park Clifton Way",
+        "area": "south",
+        "food": "portuguese",
+        "id": "12238",
+        "introduction": "It's Nandos",
+        "location": [
+            52.19017,
+            0.13699
+        ],
+        "name": "nandos",
+        "phone": "01223327908",
+        "postcode": "cb17dy",
+        "pricerange": "cheap",
+        "type": "restaurant"
+    },
+    {
+        "address": "6 Lensfield Road",
+        "area": "centre",
+        "food": "british",
+        "id": "13071",
+        "introduction": "",
+        "location": [
+            52.1987,
+            0.12578
+        ],
+        "name": "the oak bistro",
+        "phone": "01223323361",
+        "postcode": "cb21eg",
+        "pricerange": "moderate",
+        "signature": "chargrilled rib eye steak with truffle butter mixed salad and fries",
+        "type": "restaurant"
+    },
+    {
+        "address": "4 Kings Parade City Centre",
+        "area": "centre",
+        "food": "british",
+        "id": "19226",
+        "introduction": "the copper kettle serve a variety of english dishes at their restaurant including full english breakfasts lunches, roast dinners and baked potatoes. a takeaway menu is also provided",
+        "location": [
+            52.204387,
+            0.117841
+        ],
+        "name": "the copper kettle",
+        "phone": "01223365068",
+        "postcode": "cb21sj",
+        "pricerange": "moderate",
+        "type": "restaurant"
+    },
+    {
+        "address": "Cambridge Leisure Park Clifton Way Cherry Hinton",
+        "area": "south",
+        "food": "chinese",
+        "id": "19197",
+        "location": [
+            52.190176,
+            0.13699
+        ],
+        "name": "the lucky star",
+        "phone": "01223244277",
+        "postcode": "cb17dy",
+        "pricerange": "cheap",
+        "type": "restaurant"
+    },
+    {
+        "address": "51 Trumpington Street City Centre",
+        "area": "centre",
+        "food": "british",
+        "id": "19224",
+        "introduction": "fitzbillies restaurant serves a variety of bistro style lunches, anglo-european a la carte evening meals, as well as teas coffees and cakes throughout the day. catering for private parties is available upon request",
+        "location": [
+            52.202598,
+            0.118342
+        ],
+        "name": "fitzbillies restaurant",
+        "phone": "01223352500",
+        "postcode": "cb21rg",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "108 Regent Street City Centre",
+        "area": "centre",
+        "food": "korean",
+        "id": "19216",
+        "introduction": "little seoul offer a variety of korean cuisine for lunch and dinner",
+        "location": [
+            52.200187,
+            0.126407
+        ],
+        "name": "little seoul",
+        "phone": "01223308681",
+        "postcode": "cb21dp",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "196 Mill Road City Centre",
+        "area": "centre",
+        "food": "turkish",
+        "id": "19189",
+        "introduction": "meze is a restaurant and bar that serves tasty and fresh turkish cuisine set in an informal relaxed atmosphere the bar area also serves a wide range of beers wines and spirits",
+        "location": [
+            52.197349,
+            0.145075
+        ],
+        "name": "meze bar",
+        "postcode": "cb13nf",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "40210 Millers Yard City Centre",
+        "area": "centre",
+        "food": "asian oriental",
+        "id": "19225",
+        "introduction": "dojo noodle bar serves a variety of japanese chinese vietnamese korean and malaysian dishes to eat in or take away sister restaurant to touzai",
+        "location": [
+            52.201423,
+            0.116661
+        ],
+        "name": "dojo noodle bar",
+        "phone": "01223363471",
+        "postcode": "cb21rq",
+        "pricerange": "cheap",
+        "type": "restaurant"
+    },
+    {
+        "address": "15 Magdalene Street City Centre",
+        "area": "west",
+        "food": "italian",
+        "id": "19247",
+        "introduction": "la margherita serve a variety of italian and vegetarian dishes at their restaurant",
+        "location": [
+            52.210226,
+            0.115646
+        ],
+        "name": "la margherita",
+        "phone": "01223315232",
+        "postcode": "cb30af",
+        "pricerange": "cheap",
+        "type": "restaurant"
+    },
+    {
+        "address": "40428 King Street City Centre",
+        "area": "centre",
+        "food": "asian oriental",
+        "id": "19175",
+        "introduction": "yippee noodle bar serves a variety of oriental and vegetarian dishes at their restaurant they also have a bar area and offer a take away service",
+        "location": [
+            52.207446,
+            0.122788
+        ],
+        "name": "yippee noodle bar",
+        "phone": "01223518111",
+        "postcode": "cb11lh",
+        "pricerange": "moderate",
+        "type": "restaurant"
+    },
+    {
+        "address": "7 Milton Road Chesterton",
+        "area": "north",
+        "food": "indian",
+        "id": "19263",
+        "location": [
+            52.215157,
+            0.125015
+        ],
+        "name": "the nirala",
+        "phone": "01223360966",
+        "postcode": "cb41uy",
+        "pricerange": "moderate",
+        "type": "restaurant"
+    },
+    {
+        "address": "183 East Road City Centre",
+        "area": "centre",
+        "food": "british",
+        "id": "19171",
+        "introduction": "cotto is a restaurant cafe and bakery all rolled in to one. The restaurant upstairs is open for dinner from wednesday to saturday consisting of one menu of between three to five dishes tailored to the day the cafe and bakery offer cakes and other delicacies",
+        "location": [
+            52.204703,
+            0.133238
+        ],
+        "name": "cotto",
+        "phone": "01223302010",
+        "postcode": "cb11bg",
+        "pricerange": "moderate",
+        "type": "restaurant"
+    },
+    {
+        "address": "21 - 24 Northampton Street",
+        "area": "west",
+        "food": "british",
+        "id": "14810",
+        "introduction": "",
+        "location": [
+            52.21031,
+            0.11381
+        ],
+        "name": "saint johns chop house",
+        "phone": "01223353110",
+        "postcode": "cb30ad",
+        "pricerange": "moderate",
+        "signature": "barnsley chop braised potatoes roast celeriac red cabbage and port sauce",
+        "type": "restaurant"
+    },
+    {
+        "address": "Cambridge Retail Park Newmarket Road Fen Ditton",
+        "area": "east",
+        "food": "italian",
+        "id": "19275",
+        "introduction": "pizza hut is a large chain with restaurants nationwide offering convenience pizzas pasta and salads to eat in or take away",
+        "location": [
+            52.209742,
+            0.146975
+        ],
+        "name": "pizza hut fen ditton",
+        "phone": "01223323737",
+        "postcode": "cb58wr",
+        "pricerange": "moderate",
+        "type": "restaurant"
+    },
+    {
+        "address": "12 Lensfield Road City Centre",
+        "area": "centre",
+        "food": "chinese",
+        "id": "19219",
+        "location": [
+            52.198696,
+            0.12578
+        ],
+        "name": "golden house",
+        "phone": "01842753771",
+        "postcode": "cb21eg",
+        "pricerange": "cheap",
+        "type": "restaurant"
+    },
+    {
+        "address": "86 Regent Street City Centre",
+        "area": "centre",
+        "food": "asian oriental",
+        "id": "19215",
+        "introduction": "j restaurant offers a wide variety of sushi noodles and dim sum to eat in or takeaway a home delivery service is also available",
+        "location": [
+            52.200187,
+            0.126407
+        ],
+        "name": "j restaurant",
+        "phone": "01223307581",
+        "postcode": "cb21dp",
+        "pricerange": "cheap",
+        "type": "restaurant"
+    },
+    {
+        "address": "33 Bridge Street",
+        "area": "centre",
+        "food": "european",
+        "id": "6780",
+        "introduction": "",
+        "location": [
+            52.20951,
+            0.11669
+        ],
+        "name": "galleria",
+        "phone": "01223362054",
+        "postcode": "cb21uw",
+        "pricerange": "moderate",
+        "signature": "poached fillets of monkfish in lemongrass with sweet red chilli cream sauce and tiger prawns with leeks and mushrooms served with rice",
+        "type": "restaurant"
+    },
+    {
+        "address": "Corn Exchange Street",
+        "area": "centre",
+        "food": "gastropub",
+        "id": "31390",
+        "introduction": "",
+        "location": [
+            52.204424,
+            0.12046
+        ],
+        "name": "the cow pizza kitchen and bar",
+        "phone": "01223308871",
+        "postcode": "cb23qf",
+        "pricerange": "moderate",
+        "signature": "wasabi spiked hamburger",
+        "type": "restaurant"
+    },
+    {
+        "address": "100 Mill Road City Centre",
+        "area": "centre",
+        "food": "african",
+        "id": "19183",
+        "introduction": "bedouin serves algerian cuisine",
+        "location": [
+            52.199332,
+            0.138395
+        ],
+        "name": "bedouin",
+        "phone": "01223367660",
+        "postcode": "cb12bd",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "2 Rose Crescent City Centre",
+        "area": "centre",
+        "food": "mediterranean",
+        "id": "19238",
+        "introduction": "the gardenia serves a variety of authentic greek and mediterranean dishes at their restaurant catering for private parties of up to two five guests is available upon request",
+        "location": [
+            52.206098,
+            0.118713
+        ],
+        "name": "the gardenia",
+        "phone": "01223356354",
+        "postcode": "cb23ll",
+        "pricerange": "cheap",
+        "type": "restaurant"
+    },
+    {
+        "address": "47-53 Regent Street",
+        "area": "centre",
+        "food": "italian",
+        "id": "29652",
+        "introduction": "",
+        "location": [
+            52.201116,
+            0.125712
+        ],
+        "name": "zizzi cambridge",
+        "phone": "01223365599",
+        "postcode": "cb21ab",
+        "pricerange": "cheap",
+        "signature": "piccante rustica pizza, a spicy sausage salami mascarpone and roquito chilli",
+        "type": "restaurant"
+    },
+    {
+        "address": "Newmarket Road Fen Ditton",
+        "area": "east",
+        "food": "indian",
+        "id": "19272",
+        "introduction": "pipasha restaurant serves a variety of indian dishes to eat in or take away a delivery service is also available",
+        "location": [
+            52.212992,
+            0.157569
+        ],
+        "name": "pipasha restaurant",
+        "phone": "01223577786",
+        "postcode": "cb58pa",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "33-34 Saint Andrews Street",
+        "area": "centre",
+        "food": "portuguese",
+        "id": "12237",
+        "introduction": "",
+        "location": [
+            52.203,
+            0.12375
+        ],
+        "name": "nandos city centre",
+        "phone": "01223327908",
+        "postcode": "cb23ar",
+        "pricerange": "cheap",
+        "type": "restaurant"
+    },
+    {
+        "address": "Victoria Avenue Chesterton",
+        "area": "north",
+        "food": "indian",
+        "id": "19257",
+        "location": [
+            52.213853,
+            0.125509
+        ],
+        "name": "royal spice",
+        "phone": "01733553355",
+        "postcode": "cb41eh",
+        "pricerange": "cheap",
+        "type": "restaurant"
+    },
+    {
+        "address": "Milton Road Chesterton",
+        "area": "north",
+        "food": "chinese",
+        "id": "19260",
+        "introduction": "A unique treat for all lovers of Chinese cuisine. From the Spice Islands to the food streets of Beijing and the finest ocean catch.",
+        "location": [
+            52.215311,
+            0.12593
+        ],
+        "name": "hakka",
+        "phone": "01223568988",
+        "postcode": "cb41jy",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "4 - 6 Rose Crescent",
+        "area": "centre",
+        "food": "spanish",
+        "id": "19237",
+        "introduction": "",
+        "location": [
+            52.206098,
+            0.118713
+        ],
+        "name": "la raza",
+        "phone": "01223464550",
+        "postcode": "cb23ll",
+        "pricerange": "cheap",
+        "signature": "seafood paella",
+        "type": "restaurant"
+    },
+    {
+        "address": "72 Regent Street City Centre",
+        "area": "centre",
+        "food": "indian",
+        "id": "19218",
+        "introduction": "the gandhi serves a variety of indian and bangladeshi dishes at their restaurant to eat in or take away. Catering for private parties of up to 140 guests is available upon request",
+        "location": [
+            52.200187,
+            0.126407
+        ],
+        "name": "the gandhi",
+        "phone": "01223353942",
+        "postcode": "cb21dp",
+        "pricerange": "cheap",
+        "type": "restaurant"
+    },
+    {
+        "address": "191 Histon Road Chesterton",
+        "area": "north",
+        "food": "chinese",
+        "id": "19265",
+        "introduction": "the golden wok serves a variety of traditional chinese meals including sweet and sour dishes as well as rice and noodles",
+        "location": [
+            52.220757,
+            0.111564
+        ],
+        "name": "golden wok",
+        "phone": "01223350688",
+        "postcode": "cb43hl",
+        "pricerange": "moderate",
+        "type": "restaurant"
+    },
+    {
+        "address": "205 Victoria Road Chesterton",
+        "area": "west",
+        "food": "indian",
+        "id": "19267",
+        "location": [
+            52.215077,
+            0.112421
+        ],
+        "name": "meghna",
+        "phone": "01223727410",
+        "postcode": "cb43lf",
+        "pricerange": "moderate",
+        "type": "restaurant"
+    },
+    {
+        "address": "Hills Road City Centre",
+        "area": "centre",
+        "food": "indian",
+        "id": "19220",
+        "introduction": "the saffron brasserie serve a variety of dishes from their contemporary indian and bangladeshi menu. Catering for private parties of up to 100 guests is available upon request",
+        "location": [
+            52.196862,
+            0.129248
+        ],
+        "name": "saffron brasserie",
+        "phone": "01223354679",
+        "postcode": "cb21la",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "Thompsons Lane Fen Ditton",
+        "area": "centre",
+        "food": "mediterranean",
+        "id": "19268",
+        "location": [
+            52.210013,
+            0.118007
+        ],
+        "name": "la mimosa",
+        "phone": "01223362525",
+        "postcode": "cb58aq",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "39 Burleigh Street City Centre",
+        "area": "centre",
+        "food": "chinese",
+        "id": "19173",
+        "introduction": "shanghai family restaurant comprises a french cafe on the lower level and a chinese restaurant upstairs",
+        "location": [
+            52.206111,
+            0.132969
+        ],
+        "name": "shanghai family restaurant",
+        "phone": "01223301761",
+        "postcode": "cb11dg",
+        "pricerange": "moderate",
+        "type": "restaurant"
+    },
+    {
+        "address": "The Little Rose 37 Trumpington Street",
+        "area": "centre",
+        "food": "seafood",
+        "id": "19223",
+        "introduction": "using the freshest seafood from the loch of the same name, loch fyne restaurants serve a variety of shellfish and smoked fish all of which are complimented by an extensive wine list. Non-seafood dishes are also available",
+        "location": [
+            52.200693,
+            0.119744
+        ],
+        "name": "loch fyne",
+        "phone": "01223362433",
+        "postcode": "cb21qy",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "3 - 5 Millers Yard Mill Lane",
+        "area": "centre",
+        "food": "indian",
+        "id": "15275",
+        "introduction": "",
+        "location": [
+            52.20143,
+            0.11664
+        ],
+        "name": "mahal of cambridge",
+        "phone": "01223360409",
+        "postcode": "cb21rq",
+        "pricerange": "cheap",
+        "signature": "chicken tikka masala",
+        "type": "restaurant"
+    },
+    {
+        "address": "Jesus Lane Fen Ditton",
+        "area": "centre",
+        "food": "italian",
+        "id": "19269",
+        "introduction": "the simple menu and kitchen concept at pizza express has retained its freshly made ideal, and you can still watch your pizza being prepared for you. This branch has live jazz music",
+        "location": [
+            52.208252,
+            0.119957
+        ],
+        "name": "pizza express Fen Ditton",
+        "phone": "01223324033",
+        "postcode": "cb58ba",
+        "pricerange": "moderate",
+        "type": "restaurant"
+    },
+    {
+        "address": "35 Newnham Road Newnham",
+        "area": "west",
+        "food": "thai",
+        "id": "19256",
+        "introduction": "sala thong serves a variety of thai dishes at their restaurant catering for private parties of up to 40 guests is available upon request",
+        "location": [
+            52.199012,
+            0.113196
+        ],
+        "name": "sala thong",
+        "phone": "01223323178",
+        "postcode": "cb39ey",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "Cambridge City Football Club Milton Road Chesterton",
+        "area": "north",
+        "id": "19262",
+        "introduction": "located in cambridge city football club, city stop restaurant serve a variety of english and italian dishes as well as offering a selection of vegetarian options catering for corporate events and private parties of up to 100 guests is available upon request.",
+        "location": [
+            52.215157,
+            0.125015
+        ],
+        "name": "city stop restaurant",
+        "phone": "01223363270",
+        "postcode": "cb41uy",
+        "pricerange": "expensive",
+        "food": "european",
+        "type": "restaurant"
+    },
+    {
+        "address": "169 High Street Chesterton Chesterton",
+        "area": "north",
+        "food": "asian oriental",
+        "id": "19261",
+        "introduction": "saigon city serve vietnamese chinese and thai cuisine to eat in or take away",
+        "location": [
+            52.218164,
+            0.143209
+        ],
+        "name": "saigon city",
+        "phone": "01223356555",
+        "postcode": "cb41nl",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "10 Homerton Street City Centre",
+        "area": "south",
+        "food": "chinese",
+        "id": "19246",
+        "introduction": "peking resturant cook from fresh ingredients. they specialise in sichuan and hunan dishes",
+        "location": [
+            52.189484,
+            0.135465
+        ],
+        "name": "peking restaurant",
+        "phone": "01223354755",
+        "postcode": "cb28nx",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "Cambridge Leisure Park Clifton Way Cherry Hinton",
+        "area": "south",
+        "food": "italian",
+        "id": "19195",
+        "introduction": "frankie and bennys has a traditional 1950s new york feel to it with its original family photographs, traditional wooden furniture and period music. They serve a wide range of authentic american and italian dishes.",
+        "location": [
+            52.190176,
+            0.13699
+        ],
+        "name": "frankie and bennys",
+        "phone": "01223412430",
+        "postcode": "cb17dy",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "Hotel Felix Whitehouse Lane Huntingdon Road",
+        "area": "west",
+        "food": "british",
+        "id": "7492",
+        "introduction": "Critically acclaimed food in luxurious and stylish surroundings, overlooking the hotels lush gardens.",
+        "location": [
+            52.22414,
+            0.09194
+        ],
+        "name": "graffiti",
+        "phone": "01223277977",
+        "postcode": "cb30lx",
+        "pricerange": "expensive",
+        "signature": "panfried fillet of brill tempura of langoustine crushed garden peas shellfish basil nage",
+        "type": "restaurant"
+    },
+    {
+        "address": "31 Newnham Road Newnham",
+        "area": "west",
+        "food": "indian",
+        "id": "19254",
+        "introduction": "indian house serve a variety of indian dishes to eat in or take away they also have a selection of english dishes on their menu",
+        "location": [
+            52.199012,
+            0.113196
+        ],
+        "name": "india house",
+        "phone": "01223461661",
+        "postcode": "cb39ey",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "Cambridge Lodge Hotel 139 Huntingdon Road City Centre",
+        "area": "west",
+        "food": "european",
+        "id": "19252",
+        "introduction": "located in the cambridge lodge hotel, this restaurant serves a variety of european and vegetarian dishes and can cater for private parties of up to 20 guests upon request.",
+        "location": [
+            52.217736,
+            0.102505
+        ],
+        "name": "cambridge lodge restaurant",
+        "phone": "01223355166",
+        "postcode": "cb30dq",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "Grafton Hotel 619 Newmarket Road Fen Ditton",
+        "area": "east",
+        "food": "british",
+        "id": "19271",
+        "introduction": "located in the grafton hotel this restaurant serves a variety of english and vegetarian dishes from their a la carte and carvery menu. They also have a bar area",
+        "location": [
+            52.212992,
+            0.157569
+        ],
+        "name": "grafton hotel restaurant",
+        "phone": "01223241387",
+        "postcode": "cb58pa",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "66 Chesterton Road Chesterton",
+        "area": "north",
+        "food": "chinese",
+        "id": "19258",
+        "introduction": "the hotpot serves a variety of chinese dishes at their restaurant and can cater for private parties of up to five five guests upon request",
+        "location": [
+            52.214531,
+            0.127298
+        ],
+        "name": "the hotpot",
+        "phone": "01223366552",
+        "postcode": "cb41ep",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "Quayside Off Bridge Street",
+        "area": "centre",
+        "food": "modern european",
+        "id": "7236",
+        "introduction": "",
+        "location": [
+            52.20984,
+            0.11793
+        ],
+        "name": "the river bar steakhouse and grill",
+        "phone": "01223307030",
+        "postcode": "cb58aq",
+        "pricerange": "cheap",
+        "signature": "lobster mac and cheese",
+        "type": "restaurant"
+    },
+    {
+        "address": "54 King Street City Centre",
+        "area": "centre",
+        "food": "italian",
+        "id": "19176",
+        "introduction": "clowns cafe serve a variety of drinks as well as italian dishes such as pasta ciabatta and salads",
+        "location": [
+            52.207312,
+            0.124201
+        ],
+        "name": "clowns cafe",
+        "phone": "01223355711",
+        "postcode": "cb11ln",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "30 Bridge Street City Centre",
+        "area": "centre",
+        "food": "turkish",
+        "id": "19232",
+        "introduction": "anatolia is a basement restaurant that serves a variety of turkish and vegetarian dishes and cater for private parties of up to 80 guests upon request",
+        "location": [
+            52.209632,
+            0.117213
+        ],
+        "name": "anatolia",
+        "phone": "01223362372",
+        "postcode": "cb21uj",
+        "pricerange": "moderate",
+        "type": "restaurant"
+    },
+    {
+        "address": "8 Norfolk Street City Centre",
+        "area": "centre",
+        "food": "indian",
+        "id": "19187",
+        "location": [
+            52.204609,
+            0.137976
+        ],
+        "name": "panahar",
+        "phone": "01223355012",
+        "postcode": "cb12lf",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "Napier Street City Centre",
+        "area": "centre",
+        "food": "chinese",
+        "id": "19174",
+        "introduction": "tang chinese is a buffet restaurant and bar serving a variety of dishes for lunch and dinner there is also a takeaway menu available",
+        "location": [
+            52.207702,
+            0.133982
+        ],
+        "name": "tang chinese",
+        "phone": "01223357187",
+        "postcode": "cb11hr",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "34 - 35 Green Street",
+        "area": "centre",
+        "food": "gastropub",
+        "id": "12482",
+        "introduction": "slug lettuce is a premium high street bar that serves a wide range of restaurant quality food to suit all occasions and appetites.",
+        "location": [
+            52.20683,
+            0.1192
+        ],
+        "name": "the slug and lettuce",
+        "postcode": "cb23ju",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "5 Jordans Yard Bridge Street City Centre",
+        "area": "centre",
+        "food": "indian",
+        "id": "19231",
+        "introduction": "curry king serve a variety of indian dishes to eat in or take away catering for private parties of up to 40 guests is available upon request",
+        "location": [
+            52.209003,
+            0.118661
+        ],
+        "name": "curry king",
+        "phone": "01223324351",
+        "postcode": "cb21ug",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "Huntingdon Road City Centre",
+        "area": "west",
+        "food": "british",
+        "id": "19251",
+        "introduction": "",
+        "location": [
+            52.214201,
+            0.108588
+        ],
+        "name": "travellers rest",
+        "phone": "01223276182",
+        "postcode": "cb30df",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "106 Mill Road City Centre",
+        "area": "centre",
+        "food": "indian",
+        "id": "19184",
+        "introduction": "curry queen is the most popular indian restaurant in cambridge serving good indian cuisine including all the usual dishes",
+        "location": [
+            52.199332,
+            0.138395
+        ],
+        "name": "curry queen",
+        "phone": "01223351027",
+        "postcode": "cb12bd",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "290 Mill Road City Centre",
+        "area": "east",
+        "food": "gastropub",
+        "id": "19190",
+        "location": [
+            52.196967,
+            0.149286
+        ],
+        "name": "royal standard",
+        "phone": "01223247877",
+        "postcode": "cb13nl",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "7 Barnwell Road Fen Ditton",
+        "area": "east",
+        "food": "indian",
+        "id": "19274",
+        "introduction": "rajmahal serves traditional indian cuisine accomapnied by a broad wine list with beers and spirits also available",
+        "location": [
+            52.211144,
+            0.163247
+        ],
+        "name": "rajmahal",
+        "phone": "01223244955",
+        "postcode": "cb58rg",
+        "pricerange": "moderate",
+        "type": "restaurant"
+    },
+    {
+        "address": "21 Burleigh Street City Centre",
+        "area": "centre",
+        "food": "chinese",
+        "id": "19172",
+        "location": [
+            52.206111,
+            0.132969
+        ],
+        "name": "hk fusion",
+        "phone": "01223355909",
+        "postcode": "cb11dg",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "King Street City Centre",
+        "area": "centre",
+        "food": "turkish",
+        "id": "19178",
+        "introduction": "efes restaurant serve a variety of turkish dishes including kebabs in truly authentic surroundings.",
+        "location": [
+            52.207312,
+            0.124201
+        ],
+        "name": "efes restaurant",
+        "phone": "01223500005",
+        "postcode": "cb11ln",
+        "pricerange": "moderate",
+        "type": "restaurant"
+    },
+    {
+        "address": "Regent Street City Centre",
+        "area": "centre",
+        "food": "north american",
+        "id": "19209",
+        "introduction": "gourmet burger kitchen has a trendy interior and, although a bit more expensive than the average high street burger joint, the delicious burgers and other dishes are huge and freshly prepared with large side orders to match. Catering for vegetarians is provided",
+        "location": [
+            52.20103,
+            0.126023
+        ],
+        "name": "gourmet burger kitchen",
+        "phone": "01223312598",
+        "postcode": "cb21ab",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "12 Market Hill City Centre",
+        "area": "centre",
+        "food": "italian",
+        "id": "19239",
+        "introduction": "don pasquale pizzeria serves an extensive range of pizzas and italian dishes including pasta as well as a selection of beverages. Catering for private parties of up to 80 guests is available upon request",
+        "location": [
+            52.205442,
+            0.119706
+        ],
+        "name": "don pasquale pizzeria",
+        "phone": "01223350106",
+        "postcode": "cb23nj",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "1 Kings Parade",
+        "area": "centre",
+        "food": "british",
+        "id": "6941",
+        "introduction": "",
+        "location": [
+            52.20439,
+            0.11784
+        ],
+        "name": "the cambridge chop house",
+        "phone": "01223359506",
+        "postcode": "cb21sj",
+        "pricerange": "expensive",
+        "signature": "lamb barnsley chop potato and garlic bake greens and gravy",
+        "type": "restaurant"
+    },
+    {
+        "address": "52 Mill Road City Centre",
+        "area": "centre",
+        "food": "asian oriental",
+        "id": "19181",
+        "introduction": "kymmoy is a noodle bar serving a wide variety of chinese thai cuisine for lunch and dinner",
+        "location": [
+            52.200422,
+            0.135784
+        ],
+        "name": "kymmoy",
+        "phone": "01223311911",
+        "postcode": "cb12as",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "43 High Street Cherry Hinton Cherry Hinton",
+        "area": "east",
+        "food": "indian",
+        "id": "19198",
+        "location": [
+            52.186739,
+            0.173048
+        ],
+        "name": "sitar tandoori",
+        "phone": "01223249955",
+        "postcode": "cb19hx",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "84 Regent Street City Centre",
+        "area": "centre",
+        "food": "mediterranean",
+        "id": "19217",
+        "introduction": "shiraz serves traditional mediterranean cuisine accompanied by an extensive wine list with beers and spirits also available",
+        "location": [
+            52.200187,
+            0.126407
+        ],
+        "name": "shiraz restaurant",
+        "phone": "01223307581",
+        "postcode": "cb21dp",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "Midsummer Common",
+        "area": "centre",
+        "food": "british",
+        "id": "508",
+        "introduction": "",
+        "location": [
+            52.21251,
+            0.12774
+        ],
+        "name": "midsummer house restaurant",
+        "phone": "01223369299",
+        "postcode": "cb41ha",
+        "pricerange": "expensive",
+        "signature": "seared scallops with truffle apple and celeriac",
+        "type": "restaurant"
+    },
+    {
+        "address": "Bridge Street City Centre",
+        "area": "centre",
+        "food": "french",
+        "id": "19230",
+        "introduction": "cote is a modern french bistro offering some of the classic and simple favourites of french cuisine",
+        "location": [
+            52.209028,
+            0.118296
+        ],
+        "name": "cote",
+        "phone": "01223311053",
+        "postcode": "cb21uf",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "32 Bridge Street City Centre",
+        "area": "centre",
+        "food": "italian",
+        "id": "19234",
+        "introduction": "caffe uno is a chain of cafe style restaurants that offer a wide selection of meals and snacks to suit any time of the day including an extensive breakfast menu and choice of hot or cold drinks",
+        "location": [
+            52.209632,
+            0.117213
+        ],
+        "name": "caffe uno",
+        "phone": "01223448620",
+        "postcode": "cb21uj",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "17 Hills Road City Centre",
+        "area": "centre",
+        "food": "chinese",
+        "id": "19222",
+        "introduction": "sesame restaurant and bar offers a wide variety of traditional chinese cuisine for lunch or dinner with wifi access and a television screen in the basement",
+        "location": [
+            52.197154,
+            0.129511
+        ],
+        "name": "sesame restaurant and bar",
+        "phone": "01223358899",
+        "postcode": "cb21nw",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    },
+    {
+        "address": "24 Green Street City Centre",
+        "area": "centre",
+        "food": "thai",
+        "id": "19236",
+        "introduction": "bangkok city serve a variety of authentic dishes to eat in or take away",
+        "location": [
+            52.206504,
+            0.119157
+        ],
+        "name": "bangkok city",
+        "phone": "01223354382",
+        "postcode": "cb23jx",
+        "pricerange": "expensive",
+        "type": "restaurant"
+    }
+]

db/taxi_db.json

@@ -0,0 +1,7 @@
+[
+	{
+	  "taxi_colors" : ["black","white","red","yellow","blue","grey"],
+	  "taxi_types":  ["toyota","skoda","bmw","honda","ford","audi","lexus","volvo","volkswagen","tesla"],
+	  "taxi_phone": ["^[0-9]{10}$"]
+	}
+]

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