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Challenge dataset documentation.md new file mode 100644 index 0000000..d71521b --- /dev/null +++ b/Yelp/Yelp Challenge dataset documentation.md @@ -0,0 +1,2859 @@ + + +### + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image1.png?raw=true) + +MongoDB Physical Model +---------------------- + +#### Schema for: + +Model name: Yelp Challenge dataset + +Author: Pascal + +Version: 1.2 + +File name: Yelp Challenge dataset.hck.json + +File path: C:\\Hackolade Studio files\\Models\\MongoDB\\Yelp Challenge dataset.hck.json + +Printed On: Thu Jul 11 2024 23:13:03 GMT+0200 (Central European Summer Time) + +Created with: [Hackolade](https://hackolade.com/) - Polyglot data modeling for NoSQL databases, storage formats, REST APIs, and JSON in RDBMS + +### + +* [Table of Contents](#contents) +* [1\. Model](#model) +* [2\. ER Diagram Views](#diagramViews) + * [2.1 Domain view](#65013f10-4748-11eb-a6d2-ebfe0d19463b) +* [3\. Databases](#containers) + * [3.1 yelp](#3dee5aa0-f5dc-11e6-aaa0-997d0683e5e6) + + [3.1.2. Collections](#3dee5aa0-f5dc-11e6-aaa0-997d0683e5e6-children) + + [3.1.2.1 businesses](#0dd7ead0-2b24-11e6-b7e5-591297143e36) + + [3.1.2.2 reviews](#0da2aa00-2b24-11e6-b7e5-591297143e36) + + [3.1.2.3 tips](#0de02830-2b24-11e6-b7e5-591297143e36) + + [3.1.2.4 users](#0df0f110-2b24-11e6-b7e5-591297143e36) + + [3.1.2.5 checkins](#a080d1d0-91f6-11e9-a924-ddc9cd9b071f) + +* [4\. Views](#views) + * [4.1 rov\_bussiness](#5c771580-5193-11e7-b9f2-49270a53df2c) + * [4.2 rov\_reviews](#090874c0-5206-11e7-8e65-9b1d6a151b1d) +* [5\. Relationships](#relationships) + * [5.1 fk\_tipsBusinesses](#8a3660f0-2b26-11e6-b7e5-591297143e36) + * [5.2 fk\_tipsUsers](#aa956d50-2b26-11e6-b7e5-591297143e36) + * [5.3 fk\_reviewsUsers](#e2514f70-2b26-11e6-b7e5-591297143e36) + * [5.4 fk\_reviewsBusinesses](#fb857d40-2b26-11e6-b7e5-591297143e36) + * [5.5 fk businesses.business\_id to checkins.business\_id](#003231f0-91f7-11e9-a924-ddc9cd9b071f) + +### + +##### 1\. Model + +##### 1.1 Model **Yelp Challenge dataset** + +##### 1.1.1 **Yelp Challenge dataset** Entity Relationship Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image2.png?raw=true) + +##### 1.1.2 **Yelp Challenge dataset** Properties + +##### 1.1.2.1 **Details** tab + +
PropertyValue
Model nameYelp Challenge dataset
Description

Schema inferred from the reverse-engineering of a Yelp Challenge dataset available from https://www.yelp.com/dataset_challenge/dataset

AuthorPascal
Version1.2
TargetMongoDB
DB versionv5.0
Synchronization Iddb8a6750-5b42-11e8-9c3f-1d376af9020b
Comments

The dataset was downloaded and loaded to a MongoDB, then reverse-engineered with Hackolade. The relationships were manually documented to enrich the model.

This schema shows the power of JSON with the embedding of many attributes logically grouped, one form of implicit relationships. At the same time, the schema is fairly relational, which makes total sense given the conceptual entities. As a result, there's no denormalization. Given the size of the collections, it makes sense to perform this kind of traditional foreing key relationships.

Note that only fields found in 100% of the sampled documents are 'required' (and differentiated thanks to a solid line box) as opposed to the other fields with dashed line boxes.

The sampling parameters were:

  • absolute up to 1000 documents max per collection
  • alpha order of fields
+ +##### 1.1.2.2 **Zeiss** tab + +
PropertyValue
Dropdown selectionOption 1
+ +##### 1.1.2.3 **Options** tab + +
PropertyValue
+ +##### 1.1.3 **Yelp Challenge dataset** DB Definitions + +### 1.1.3.1 Field **address** + +##### 1.1.3.1.1 **address** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image3.png?raw=true) + +##### 1.1.3.1.2 **address** Hierarchy + +Parent field: **Definitions** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
houseNumstringfalse
streetstringfalse
boxstringfalse
citystringfalse
statestringfalse
zipstringfalse
+ +##### 1.1.3.1.3 **address** properties + +
PropertyValue
Nameaddress
Typedocument
Primary keyfalse
Additional propertiesfalse
+ +### 1.1.3.2 Field **houseNum** + +##### 1.1.3.2.1 **houseNum** properties + +
PropertyValue
NamehouseNum
Activatedtrue
Typestring
Primary keyfalse
Faker functionfaker.location.buildingNumber()
Sample123
JsonDetails
Information ClassificationRestricted
+ +### 1.1.3.3 Field **street** + +##### 1.1.3.3.1 **street** properties + +
PropertyValue
Namestreet
Activatedtrue
Typestring
Primary keyfalse
Faker functionfaker.location.street()
SampleMain Street
JsonDetails
Information ClassificationRestricted
+ +### 1.1.3.4 Field **box** + +##### 1.1.3.4.1 **box** properties + +
PropertyValue
Namebox
Activatedtrue
Typestring
Primary keyfalse
Faker functionfaker.location.secondaryAddress()
Sample10
JsonDetails
Information ClassificationRestricted
+ +### 1.1.3.5 Field **city** + +##### 1.1.3.5.1 **city** properties + +
PropertyValue
Namecity
Activatedtrue
Typestring
Primary keyfalse
Faker functionfaker.location.city()
SampleAnytown
JsonDetails
Information ClassificationRestricted
+ +### 1.1.3.6 Field **state** + +##### 1.1.3.6.1 **state** properties + +
PropertyValue
Namestate
Activatedtrue
Typestring
Primary keyfalse
Faker functionfaker.location.state({ abbreviated: true })
SampleCA
JsonDetails
Information ClassificationRestricted
+ +### 1.1.3.7 Field **zip** + +##### 1.1.3.7.1 **zip** properties + +
PropertyValue
Namezip
Activatedtrue
Typestring
Primary keyfalse
Faker functionfaker.location.state({ abbreviated: true })
Sample12345
JsonDetails
Information ClassificationRestricted
+ +### + +##### 2\. ER Diagram Views + +### 2.1 Diagram **Domain view** + +##### 2.1.1 **Domain view** Entity Relationship Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image4.png?raw=true) + +##### 2.1.2 **Domain view** Graph Diagram + +### + +##### 3\. Databases + +### 3.1 Database **yelp** + +##### 3.1.1 **yelp** Properties + +
PropertyValue
Database nameyelp
Activatedtrue
Enable shardingtrue
+ +### 3.1.2 **yelp** Collections + +### 3.1.2.1 Collection **businesses** + +##### 3.1.2.1.1 **businesses** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image5.png?raw=true) + +##### 3.1.2.1.2 **businesses** Properties + +
PropertyValue
Collection namebusinesses
Activatedtrue
Databaseyelp
Storage engineWiredTiger
Validation levelOff
Validation actionWarn
Additional propertiestrue
+ +##### 3.1.2.1.3 **businesses** Fields + +
FieldTypeReqKeyDescriptionComments
business_idobjectIdtruepk, dk

Unique key for businesses

Sat Nov 04 2017 10:12:00 GMT+0100 (Romance Standard Time): some comments

namestringfalse
phoneNumberstringfalse
business_addressdocumentfalse
houseNumstringfalse
streetstringfalse
boxstringfalse
citystringfalse
statestringfalse
zipstringfalse
full_addressdocumentfalse
houseNumstringfalse
streetstringfalse
boxstringfalse
citystringfalse
statestringfalse
zipstringfalse
attributesdocumentfalse
Accepts Credit Cardsbooleanfalse
Accepts Insurancebooleanfalse
Alcoholstringfalse
Ambiencedocumentfalse
casualbooleanfalse
classybooleanfalse
diveybooleanfalse
hipsterbooleanfalse
intimatebooleanfalse
romanticbooleanfalse
touristybooleanfalse
trendybooleanfalse
upscalebooleanfalse
Attirestringfalse
By Appointment Onlybooleanfalse
BYOB/Corkagestringfalse
Catersbooleanfalse
Coat Checkbooleanfalse
Deliverybooleanfalse
Dogs Allowedbooleanfalse
Drive-Thrubooleanfalse
Good Fordocumentfalse
breakfastbooleanfalse
brunchbooleanfalse
dessertbooleanfalse
dinnerbooleanfalse
latenightbooleanfalse
lunchbooleanfalse
Good For Dancingbooleanfalse
Good For Groupsbooleanfalse
Good for Kidsbooleanfalse
Happy Hourbooleanfalse
Has TVbooleanfalse
Musicdocumentfalse
background_musicbooleanfalse
djbooleanfalse
jukeboxbooleanfalse
karaokebooleanfalse
livebooleanfalse
videobooleanfalse
Noise Levelstringfalse
Open 24 Hoursbooleanfalse
Order at Counterbooleanfalse
Outdoor Seatingbooleanfalse
Parkingdocumentfalse
garagebooleanfalse
lotbooleanfalse
streetbooleanfalse
valetbooleanfalse
validatedbooleanfalse
Price Rangenumericfalse
Smokingstringfalse
Take-outbooleanfalse
Takes Reservationsbooleanfalse
Waiter Servicebooleanfalse
Wheelchair Accessiblebooleanfalse
Wi-Fistringfalse
categoriesarrayfalse
[0]stringfalse
hoursdocumentfalse
Fridaydocumentfalse
closestringfalse
openstringfalse
Mondaydocumentfalse
closestringfalse
openstringfalse
Saturdaydocumentfalse
closestringfalse
openstringfalse
Sundaydocumentfalse
closestringfalse
openstringfalse
Thursdaydocumentfalse
closestringfalse
openstringfalse
Tuesdaydocumentfalse
closestringfalse
openstringfalse
Wednesdaydocumentfalse
closestringfalse
openstringfalse
latitudenumericfalse
longitudenumericfalse
neighborhoodsarrayfalse
[0]stringfalse
openbooleanfalse
review_countnumericfalse
starsnumericfalse
typestringfalse
+ +### 3.1.2.1.3.1 Field **business\_id** + +##### 3.1.2.1.3.1.1 **business\_id** properties + +
PropertyValue
Namebusiness_id
Activatedtrue
TypeobjectId
Description

Unique key for businesses

Requiredtrue
Primary keytrue
Comments

Sat Nov 04 2017 10:12:00 GMT+0100 (Romance Standard Time): some comments

+ +### 3.1.2.1.3.2 Field **name** + +##### 3.1.2.1.3.2.1 **name** properties + +
PropertyValue
Namename
Activatedtrue
Typestring
Primary keyfalse
Faker functionfaker.company.name()
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.3 Field **phoneNumber** + +##### 3.1.2.1.3.3.1 **phoneNumber** properties + +
PropertyValue
NamephoneNumber
Activatedtrue
Typestring
Faker functionfaker.phone.number('+1-###-###-####')
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.4 Field **business\_address** + +##### 3.1.2.1.3.4.1 **business\_address** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image6.png?raw=true) + +##### 3.1.2.1.3.4.2 **business\_address** Hierarchy + +Parent field: **businesses** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
houseNumstringfalse
streetstringfalse
boxstringfalse
citystringfalse
statestringfalse
zipstringfalse
+ +##### 3.1.2.1.3.4.3 **business\_address** properties + +
PropertyValue
Namebusiness_address
Activatedtrue
Typedocument
Primary keyfalse
Additional propertiesfalse
+ +### 3.1.2.1.3.5 Field **houseNum** + +##### 3.1.2.1.3.5.1 **houseNum** properties + +
PropertyValue
NamehouseNum
Activatedtrue
Typestring
Primary keyfalse
Faker functionfaker.location.buildingNumber()
Sample123
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.6 Field **street** + +##### 3.1.2.1.3.6.1 **street** properties + +
PropertyValue
Namestreet
Activatedtrue
Typestring
Primary keyfalse
Faker functionfaker.location.street()
SampleMain Street
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.7 Field **box** + +##### 3.1.2.1.3.7.1 **box** properties + +
PropertyValue
Namebox
Activatedtrue
Typestring
Primary keyfalse
Faker functionfaker.location.secondaryAddress()
Sample10
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.8 Field **city** + +##### 3.1.2.1.3.8.1 **city** properties + +
PropertyValue
Namecity
Activatedtrue
Typestring
Primary keyfalse
Faker functionfaker.location.city()
SampleAnytown
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.9 Field **state** + +##### 3.1.2.1.3.9.1 **state** properties + +
PropertyValue
Namestate
Activatedtrue
Typestring
Primary keyfalse
Faker functionfaker.location.state({ abbreviated: true })
SampleCA
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.10 Field **zip** + +##### 3.1.2.1.3.10.1 **zip** properties + +
PropertyValue
Namezip
Activatedtrue
Typestring
Primary keyfalse
Faker functionfaker.location.state({ abbreviated: true })
Sample12345
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.11 Field **full\_address** + +##### 3.1.2.1.3.11.1 **full\_address** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image7.png?raw=true) + +##### 3.1.2.1.3.11.2 **full\_address** Hierarchy + +Parent field: **businesses** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
houseNumstringfalse
streetstringfalse
boxstringfalse
citystringfalse
statestringfalse
zipstringfalse
+ +##### 3.1.2.1.3.11.3 **full\_address** properties + +
PropertyValue
Namefull_address
Activatedtrue
Typedocument
Primary keyfalse
Additional propertiesfalse
+ +### 3.1.2.1.3.12 Field **houseNum** + +##### 3.1.2.1.3.12.1 **houseNum** properties + +
PropertyValue
NamehouseNum
Activatedtrue
Typestring
Primary keyfalse
Faker functionfaker.location.buildingNumber()
Sample123
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.13 Field **street** + +##### 3.1.2.1.3.13.1 **street** properties + +
PropertyValue
Namestreet
Activatedtrue
Typestring
Primary keyfalse
Faker functionfaker.location.street()
SampleMain Street
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.14 Field **box** + +##### 3.1.2.1.3.14.1 **box** properties + +
PropertyValue
Namebox
Activatedtrue
Typestring
Primary keyfalse
Faker functionfaker.location.secondaryAddress()
Sample10
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.15 Field **city** + +##### 3.1.2.1.3.15.1 **city** properties + +
PropertyValue
Namecity
Activatedtrue
Typestring
Primary keyfalse
Faker functionfaker.location.city()
SampleAnytown
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.16 Field **state** + +##### 3.1.2.1.3.16.1 **state** properties + +
PropertyValue
Namestate
Activatedtrue
Typestring
Primary keyfalse
Faker functionfaker.location.state({ abbreviated: true })
SampleCA
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.17 Field **zip** + +##### 3.1.2.1.3.17.1 **zip** properties + +
PropertyValue
Namezip
Activatedtrue
Typestring
Primary keyfalse
Faker functionfaker.location.state({ abbreviated: true })
Sample12345
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.18 Field **attributes** + +##### 3.1.2.1.3.18.1 **attributes** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image8.png?raw=true) + +##### 3.1.2.1.3.18.2 **attributes** Hierarchy + +Parent field: **businesses** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
Accepts Credit Cardsbooleanfalse
Accepts Insurancebooleanfalse
Alcoholstringfalse
Ambiencedocumentfalse
Attirestringfalse
By Appointment Onlybooleanfalse
BYOB/Corkagestringfalse
Catersbooleanfalse
Coat Checkbooleanfalse
Deliverybooleanfalse
Dogs Allowedbooleanfalse
Drive-Thrubooleanfalse
Good Fordocumentfalse
Good For Dancingbooleanfalse
Good For Groupsbooleanfalse
Good for Kidsbooleanfalse
Happy Hourbooleanfalse
Has TVbooleanfalse
Musicdocumentfalse
Noise Levelstringfalse
Open 24 Hoursbooleanfalse
Order at Counterbooleanfalse
Outdoor Seatingbooleanfalse
Parkingdocumentfalse
Price Rangenumericfalse
Smokingstringfalse
Take-outbooleanfalse
Takes Reservationsbooleanfalse
Waiter Servicebooleanfalse
Wheelchair Accessiblebooleanfalse
Wi-Fistringfalse
+ +##### 3.1.2.1.3.18.3 **attributes** properties + +
PropertyValue
Nameattributes
Activatedtrue
Typedocument
Primary keyfalse
Additional propertiestrue
+ +### 3.1.2.1.3.19 Field **Accepts Credit Cards** + +##### 3.1.2.1.3.19.1 **Accepts Credit Cards** properties + +
PropertyValue
NameAccepts Credit Cards
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.20 Field **Accepts Insurance** + +##### 3.1.2.1.3.20.1 **Accepts Insurance** properties + +
PropertyValue
NameAccepts Insurance
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.21 Field **Alcohol** + +##### 3.1.2.1.3.21.1 **Alcohol** properties + +
PropertyValue
NameAlcohol
Activatedtrue
Typestring
Primary keyfalse
SampleFull bar
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.22 Field **Ambience** + +##### 3.1.2.1.3.22.1 **Ambience** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image9.png?raw=true) + +##### 3.1.2.1.3.22.2 **Ambience** Hierarchy + +Parent field: **attributes** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
casualbooleanfalse
classybooleanfalse
diveybooleanfalse
hipsterbooleanfalse
intimatebooleanfalse
romanticbooleanfalse
touristybooleanfalse
trendybooleanfalse
upscalebooleanfalse
+ +##### 3.1.2.1.3.22.3 **Ambience** properties + +
PropertyValue
NameAmbience
Activatedtrue
Typedocument
Primary keyfalse
Additional propertiestrue
+ +### 3.1.2.1.3.23 Field **casual** + +##### 3.1.2.1.3.23.1 **casual** properties + +
PropertyValue
Namecasual
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.24 Field **classy** + +##### 3.1.2.1.3.24.1 **classy** properties + +
PropertyValue
Nameclassy
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.25 Field **divey** + +##### 3.1.2.1.3.25.1 **divey** properties + +
PropertyValue
Namedivey
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.26 Field **hipster** + +##### 3.1.2.1.3.26.1 **hipster** properties + +
PropertyValue
Namehipster
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.27 Field **intimate** + +##### 3.1.2.1.3.27.1 **intimate** properties + +
PropertyValue
Nameintimate
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.28 Field **romantic** + +##### 3.1.2.1.3.28.1 **romantic** properties + +
PropertyValue
Nameromantic
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.29 Field **touristy** + +##### 3.1.2.1.3.29.1 **touristy** properties + +
PropertyValue
Nametouristy
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.30 Field **trendy** + +##### 3.1.2.1.3.30.1 **trendy** properties + +
PropertyValue
Nametrendy
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.31 Field **upscale** + +##### 3.1.2.1.3.31.1 **upscale** properties + +
PropertyValue
Nameupscale
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.32 Field **Attire** + +##### 3.1.2.1.3.32.1 **Attire** properties + +
PropertyValue
NameAttire
Activatedtrue
Typestring
Primary keyfalse
SampleCasual chic
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.33 Field **By Appointment Only** + +##### 3.1.2.1.3.33.1 **By Appointment Only** properties + +
PropertyValue
NameBy Appointment Only
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.34 Field **BYOB/Corkage** + +##### 3.1.2.1.3.34.1 **BYOB/Corkage** properties + +
PropertyValue
NameBYOB/Corkage
Activatedtrue
Typestring
Primary keyfalse
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.35 Field **Caters** + +##### 3.1.2.1.3.35.1 **Caters** properties + +
PropertyValue
NameCaters
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.36 Field **Coat Check** + +##### 3.1.2.1.3.36.1 **Coat Check** properties + +
PropertyValue
NameCoat Check
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.37 Field **Delivery** + +##### 3.1.2.1.3.37.1 **Delivery** properties + +
PropertyValue
NameDelivery
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.38 Field **Dogs Allowed** + +##### 3.1.2.1.3.38.1 **Dogs Allowed** properties + +
PropertyValue
NameDogs Allowed
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.39 Field **Drive-Thru** + +##### 3.1.2.1.3.39.1 **Drive-Thru** properties + +
PropertyValue
NameDrive-Thru
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.40 Field **Good For** + +##### 3.1.2.1.3.40.1 **Good For** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image10.png?raw=true) + +##### 3.1.2.1.3.40.2 **Good For** Hierarchy + +Parent field: **attributes** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
breakfastbooleanfalse
brunchbooleanfalse
dessertbooleanfalse
dinnerbooleanfalse
latenightbooleanfalse
lunchbooleanfalse
+ +##### 3.1.2.1.3.40.3 **Good For** properties + +
PropertyValue
NameGood For
Activatedtrue
Typedocument
Primary keyfalse
Additional propertiestrue
+ +### 3.1.2.1.3.41 Field **breakfast** + +##### 3.1.2.1.3.41.1 **breakfast** properties + +
PropertyValue
Namebreakfast
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.42 Field **brunch** + +##### 3.1.2.1.3.42.1 **brunch** properties + +
PropertyValue
Namebrunch
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.43 Field **dessert** + +##### 3.1.2.1.3.43.1 **dessert** properties + +
PropertyValue
Namedessert
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.44 Field **dinner** + +##### 3.1.2.1.3.44.1 **dinner** properties + +
PropertyValue
Namedinner
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.45 Field **latenight** + +##### 3.1.2.1.3.45.1 **latenight** properties + +
PropertyValue
Namelatenight
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.46 Field **lunch** + +##### 3.1.2.1.3.46.1 **lunch** properties + +
PropertyValue
Namelunch
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.47 Field **Good For Dancing** + +##### 3.1.2.1.3.47.1 **Good For Dancing** properties + +
PropertyValue
NameGood For Dancing
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.48 Field **Good For Groups** + +##### 3.1.2.1.3.48.1 **Good For Groups** properties + +
PropertyValue
NameGood For Groups
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.49 Field **Good for Kids** + +##### 3.1.2.1.3.49.1 **Good for Kids** properties + +
PropertyValue
NameGood for Kids
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.50 Field **Happy Hour** + +##### 3.1.2.1.3.50.1 **Happy Hour** properties + +
PropertyValue
NameHappy Hour
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.51 Field **Has TV** + +##### 3.1.2.1.3.51.1 **Has TV** properties + +
PropertyValue
NameHas TV
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.52 Field **Music** + +##### 3.1.2.1.3.52.1 **Music** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image11.png?raw=true) + +##### 3.1.2.1.3.52.2 **Music** Hierarchy + +Parent field: **attributes** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
background_musicbooleanfalse
djbooleanfalse
jukeboxbooleanfalse
karaokebooleanfalse
livebooleanfalse
videobooleanfalse
+ +##### 3.1.2.1.3.52.3 **Music** properties + +
PropertyValue
NameMusic
Activatedtrue
Typedocument
Primary keyfalse
Additional propertiestrue
+ +### 3.1.2.1.3.53 Field **background\_music** + +##### 3.1.2.1.3.53.1 **background\_music** properties + +
PropertyValue
Namebackground_music
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.54 Field **dj** + +##### 3.1.2.1.3.54.1 **dj** properties + +
PropertyValue
Namedj
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.55 Field **jukebox** + +##### 3.1.2.1.3.55.1 **jukebox** properties + +
PropertyValue
Namejukebox
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.56 Field **karaoke** + +##### 3.1.2.1.3.56.1 **karaoke** properties + +
PropertyValue
Namekaraoke
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.57 Field **live** + +##### 3.1.2.1.3.57.1 **live** properties + +
PropertyValue
Namelive
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.58 Field **video** + +##### 3.1.2.1.3.58.1 **video** properties + +
PropertyValue
Namevideo
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.59 Field **Noise Level** + +##### 3.1.2.1.3.59.1 **Noise Level** properties + +
PropertyValue
NameNoise Level
Activatedtrue
Typestring
Primary keyfalse
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.60 Field **Open 24 Hours** + +##### 3.1.2.1.3.60.1 **Open 24 Hours** properties + +
PropertyValue
NameOpen 24 Hours
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.61 Field **Order at Counter** + +##### 3.1.2.1.3.61.1 **Order at Counter** properties + +
PropertyValue
NameOrder at Counter
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.62 Field **Outdoor Seating** + +##### 3.1.2.1.3.62.1 **Outdoor Seating** properties + +
PropertyValue
NameOutdoor Seating
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.63 Field **Parking** + +##### 3.1.2.1.3.63.1 **Parking** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image12.png?raw=true) + +##### 3.1.2.1.3.63.2 **Parking** Hierarchy + +Parent field: **attributes** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
garagebooleanfalse
lotbooleanfalse
streetbooleanfalse
valetbooleanfalse
validatedbooleanfalse
+ +##### 3.1.2.1.3.63.3 **Parking** properties + +
PropertyValue
NameParking
Activatedtrue
Typedocument
Primary keyfalse
Additional propertiestrue
+ +### 3.1.2.1.3.64 Field **garage** + +##### 3.1.2.1.3.64.1 **garage** properties + +
PropertyValue
Namegarage
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.65 Field **lot** + +##### 3.1.2.1.3.65.1 **lot** properties + +
PropertyValue
Namelot
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.66 Field **street** + +##### 3.1.2.1.3.66.1 **street** properties + +
PropertyValue
Namestreet
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.67 Field **valet** + +##### 3.1.2.1.3.67.1 **valet** properties + +
PropertyValue
Namevalet
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.68 Field **validated** + +##### 3.1.2.1.3.68.1 **validated** properties + +
PropertyValue
Namevalidated
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.69 Field **Price Range** + +##### 3.1.2.1.3.69.1 **Price Range** properties + +
PropertyValue
NamePrice Range
Activatedtrue
Typenumeric
Primary keyfalse
+ +### 3.1.2.1.3.70 Field **Smoking** + +##### 3.1.2.1.3.70.1 **Smoking** properties + +
PropertyValue
NameSmoking
Activatedtrue
Typestring
Primary keyfalse
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.71 Field **Take-out** + +##### 3.1.2.1.3.71.1 **Take-out** properties + +
PropertyValue
NameTake-out
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.72 Field **Takes Reservations** + +##### 3.1.2.1.3.72.1 **Takes Reservations** properties + +
PropertyValue
NameTakes Reservations
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.73 Field **Waiter Service** + +##### 3.1.2.1.3.73.1 **Waiter Service** properties + +
PropertyValue
NameWaiter Service
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.74 Field **Wheelchair Accessible** + +##### 3.1.2.1.3.74.1 **Wheelchair Accessible** properties + +
PropertyValue
NameWheelchair Accessible
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.75 Field **Wi-Fi** + +##### 3.1.2.1.3.75.1 **Wi-Fi** properties + +
PropertyValue
NameWi-Fi
Activatedtrue
Typestring
Primary keyfalse
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.76 Field **categories** + +##### 3.1.2.1.3.76.1 **categories** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image13.png?raw=true) + +##### 3.1.2.1.3.76.2 **categories** Hierarchy + +Parent field: **businesses** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
[0]stringfalse
+ +##### 3.1.2.1.3.76.3 **categories** properties + +
PropertyValue
Namecategories
Activatedtrue
Typearray
Primary keyfalse
+ +### 3.1.2.1.3.77 Field **\[0\]** + +##### 3.1.2.1.3.77.1 **\[0\]** properties + +
PropertyValue
Activatedtrue
Typestring
Primary keyfalse
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.78 Field **hours** + +##### 3.1.2.1.3.78.1 **hours** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image14.png?raw=true) + +##### 3.1.2.1.3.78.2 **hours** Hierarchy + +Parent field: **businesses** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
Fridaydocumentfalse
Mondaydocumentfalse
Saturdaydocumentfalse
Sundaydocumentfalse
Thursdaydocumentfalse
Tuesdaydocumentfalse
Wednesdaydocumentfalse
+ +##### 3.1.2.1.3.78.3 **hours** properties + +
PropertyValue
Namehours
Activatedtrue
Typedocument
Primary keyfalse
Additional propertiestrue
+ +### 3.1.2.1.3.79 Field **Friday** + +##### 3.1.2.1.3.79.1 **Friday** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image15.png?raw=true) + +##### 3.1.2.1.3.79.2 **Friday** Hierarchy + +Parent field: **hours** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
closestringfalse
openstringfalse
+ +##### 3.1.2.1.3.79.3 **Friday** properties + +
PropertyValue
NameFriday
Activatedtrue
Typedocument
Primary keyfalse
Additional propertiestrue
+ +### 3.1.2.1.3.80 Field **close** + +##### 3.1.2.1.3.80.1 **close** properties + +
PropertyValue
Nameclose
Activatedtrue
Typestring
Primary keyfalse
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.81 Field **open** + +##### 3.1.2.1.3.81.1 **open** properties + +
PropertyValue
Nameopen
Activatedtrue
Typestring
Primary keyfalse
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.82 Field **Monday** + +##### 3.1.2.1.3.82.1 **Monday** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image16.png?raw=true) + +##### 3.1.2.1.3.82.2 **Monday** Hierarchy + +Parent field: **hours** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
closestringfalse
openstringfalse
+ +##### 3.1.2.1.3.82.3 **Monday** properties + +
PropertyValue
NameMonday
Activatedtrue
Typedocument
Primary keyfalse
Additional propertiestrue
+ +### 3.1.2.1.3.83 Field **close** + +##### 3.1.2.1.3.83.1 **close** properties + +
PropertyValue
Nameclose
Activatedtrue
Typestring
Primary keyfalse
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.84 Field **open** + +##### 3.1.2.1.3.84.1 **open** properties + +
PropertyValue
Nameopen
Activatedtrue
Typestring
Primary keyfalse
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.85 Field **Saturday** + +##### 3.1.2.1.3.85.1 **Saturday** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image17.png?raw=true) + +##### 3.1.2.1.3.85.2 **Saturday** Hierarchy + +Parent field: **hours** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
closestringfalse
openstringfalse
+ +##### 3.1.2.1.3.85.3 **Saturday** properties + +
PropertyValue
NameSaturday
Activatedtrue
Typedocument
Primary keyfalse
Additional propertiestrue
+ +### 3.1.2.1.3.86 Field **close** + +##### 3.1.2.1.3.86.1 **close** properties + +
PropertyValue
Nameclose
Activatedtrue
Typestring
Primary keyfalse
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.87 Field **open** + +##### 3.1.2.1.3.87.1 **open** properties + +
PropertyValue
Nameopen
Activatedtrue
Typestring
Primary keyfalse
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.88 Field **Sunday** + +##### 3.1.2.1.3.88.1 **Sunday** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image18.png?raw=true) + +##### 3.1.2.1.3.88.2 **Sunday** Hierarchy + +Parent field: **hours** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
closestringfalse
openstringfalse
+ +##### 3.1.2.1.3.88.3 **Sunday** properties + +
PropertyValue
NameSunday
Activatedtrue
Typedocument
Primary keyfalse
Additional propertiestrue
+ +### 3.1.2.1.3.89 Field **close** + +##### 3.1.2.1.3.89.1 **close** properties + +
PropertyValue
Nameclose
Activatedtrue
Typestring
Primary keyfalse
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.90 Field **open** + +##### 3.1.2.1.3.90.1 **open** properties + +
PropertyValue
Nameopen
Activatedtrue
Typestring
Primary keyfalse
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.91 Field **Thursday** + +##### 3.1.2.1.3.91.1 **Thursday** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image19.png?raw=true) + +##### 3.1.2.1.3.91.2 **Thursday** Hierarchy + +Parent field: **hours** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
closestringfalse
openstringfalse
+ +##### 3.1.2.1.3.91.3 **Thursday** properties + +
PropertyValue
NameThursday
Activatedtrue
Typedocument
Primary keyfalse
Additional propertiestrue
+ +### 3.1.2.1.3.92 Field **close** + +##### 3.1.2.1.3.92.1 **close** properties + +
PropertyValue
Nameclose
Activatedtrue
Typestring
Primary keyfalse
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.93 Field **open** + +##### 3.1.2.1.3.93.1 **open** properties + +
PropertyValue
Nameopen
Activatedtrue
Typestring
Primary keyfalse
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.94 Field **Tuesday** + +##### 3.1.2.1.3.94.1 **Tuesday** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image20.png?raw=true) + +##### 3.1.2.1.3.94.2 **Tuesday** Hierarchy + +Parent field: **hours** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
closestringfalse
openstringfalse
+ +##### 3.1.2.1.3.94.3 **Tuesday** properties + +
PropertyValue
NameTuesday
Activatedtrue
Typedocument
Primary keyfalse
Additional propertiestrue
+ +### 3.1.2.1.3.95 Field **close** + +##### 3.1.2.1.3.95.1 **close** properties + +
PropertyValue
Nameclose
Activatedtrue
Typestring
Primary keyfalse
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.96 Field **open** + +##### 3.1.2.1.3.96.1 **open** properties + +
PropertyValue
Nameopen
Activatedtrue
Typestring
Primary keyfalse
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.97 Field **Wednesday** + +##### 3.1.2.1.3.97.1 **Wednesday** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image21.png?raw=true) + +##### 3.1.2.1.3.97.2 **Wednesday** Hierarchy + +Parent field: **hours** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
closestringfalse
openstringfalse
+ +##### 3.1.2.1.3.97.3 **Wednesday** properties + +
PropertyValue
NameWednesday
Activatedtrue
Typedocument
Primary keyfalse
Additional propertiestrue
+ +### 3.1.2.1.3.98 Field **close** + +##### 3.1.2.1.3.98.1 **close** properties + +
PropertyValue
Nameclose
Activatedtrue
Typestring
Primary keyfalse
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.99 Field **open** + +##### 3.1.2.1.3.99.1 **open** properties + +
PropertyValue
Nameopen
Activatedtrue
Typestring
Primary keyfalse
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.100 Field **latitude** + +##### 3.1.2.1.3.100.1 **latitude** properties + +
PropertyValue
Namelatitude
Activatedtrue
Typenumeric
Primary keyfalse
+ +### 3.1.2.1.3.101 Field **longitude** + +##### 3.1.2.1.3.101.1 **longitude** properties + +
PropertyValue
Namelongitude
Activatedtrue
Typenumeric
Primary keyfalse
+ +### 3.1.2.1.3.102 Field **neighborhoods** + +##### 3.1.2.1.3.102.1 **neighborhoods** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image22.png?raw=true) + +##### 3.1.2.1.3.102.2 **neighborhoods** Hierarchy + +Parent field: **businesses** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
[0]stringfalse
+ +##### 3.1.2.1.3.102.3 **neighborhoods** properties + +
PropertyValue
Nameneighborhoods
Activatedtrue
Typearray
Primary keyfalse
+ +### 3.1.2.1.3.103 Field **\[0\]** + +##### 3.1.2.1.3.103.1 **\[0\]** properties + +
PropertyValue
Activatedtrue
Typestring
Primary keyfalse
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.1.3.104 Field **open** + +##### 3.1.2.1.3.104.1 **open** properties + +
PropertyValue
Nameopen
Activatedtrue
Typeboolean
Primary keyfalse
+ +### 3.1.2.1.3.105 Field **review\_count** + +##### 3.1.2.1.3.105.1 **review\_count** properties + +
PropertyValue
Namereview_count
Activatedtrue
Typenumeric
Primary keyfalse
Min value0
+ +### 3.1.2.1.3.106 Field **stars** + +##### 3.1.2.1.3.106.1 **stars** properties + +
PropertyValue
Namestars
Activatedtrue
Typenumeric
Primary keyfalse
Min value1
Max value5
+ +### 3.1.2.1.3.107 Field **type** + +##### 3.1.2.1.3.107.1 **type** properties + +
PropertyValue
Nametype
Activatedtrue
Typestring
Primary keyfalse
JsonDetails
Information ClassificationRestricted
+ +##### 3.1.2.1.4 **businesses** Indexes + +
Propertyidx_addressidx_city
Nameidx_addressidx_city
Activatedtruetrue
Keybusiness_address('ascending')city('ascending')
Uniquefalsefalse
Drop duplicatesfalsefalse
Sparsefalsefalse
Background indexingfalsefalse
Storage engineWiredTigerWiredTiger
+ +##### 3.1.2.1.5 **businesses** Target Script + +``` +use yelp; + +db.createCollection("businesses", { + "capped": false, + "validator": { + "$jsonSchema": { + "bsonType": "object", + "title": "businesses", + "properties": { + "_id": { + "bsonType": "objectId" + }, + "business_id": { + "bsonType": "objectId", + "description": "Unique key for businesses" + }, + "name": { + "bsonType": "string" + }, + "phoneNumber": { + "bsonType": "string" + }, + "business_address": { + "bsonType": "object", + "properties": { + "houseNum": { + "bsonType": "string" + }, + "street": { + "bsonType": "string" + }, + "box": { + "bsonType": "string" + }, + "city": { + "bsonType": "string" + }, + "state": { + "bsonType": "string" + }, + "zip": { + "bsonType": "string" + } + }, + "additionalProperties": false + }, + "full_address": { + "bsonType": "object", + "properties": { + "houseNum": { + "bsonType": "string" + }, + "street": { + "bsonType": "string" + }, + "box": { + "bsonType": "string" + }, + "city": { + "bsonType": "string" + }, + "state": { + "bsonType": "string" + }, + "zip": { + "bsonType": "string" + } + }, + "additionalProperties": false + }, + "attributes": { + "bsonType": "object", + "properties": { + "Accepts Credit Cards": { + "bsonType": "bool" + }, + "Accepts Insurance": { + "bsonType": "bool" + }, + "Alcohol": { + "bsonType": "string" + }, + "Ambience": { + "bsonType": "object", + "properties": { + "casual": { + "bsonType": "bool" + }, + "classy": { + "bsonType": "bool" + }, + "divey": { + "bsonType": "bool" + }, + "hipster": { + "bsonType": "bool" + }, + "intimate": { + "bsonType": "bool" + }, + "romantic": { + "bsonType": "bool" + }, + "touristy": { + "bsonType": "bool" + }, + "trendy": { + "bsonType": "bool" + }, + "upscale": { + "bsonType": "bool" + } + }, + "additionalProperties": true + }, + "Attire": { + "bsonType": "string" + }, + "By Appointment Only": { + "bsonType": "bool" + }, + "BYOB/Corkage": { + "bsonType": "string" + }, + "Caters": { + "bsonType": "bool" + }, + "Coat Check": { + "bsonType": "bool" + }, + "Delivery": { + "bsonType": "bool" + }, + "Dogs Allowed": { + "bsonType": "bool" + }, + "Drive-Thru": { + "bsonType": "bool" + }, + "Good For": { + "bsonType": "object", + "properties": { + "breakfast": { + "bsonType": "bool" + }, + "brunch": { + "bsonType": "bool" + }, + "dessert": { + "bsonType": "bool" + }, + "dinner": { + "bsonType": "bool" + }, + "latenight": { + "bsonType": "bool" + }, + "lunch": { + "bsonType": "bool" + } + }, + "additionalProperties": true + }, + "Good For Dancing": { + "bsonType": "bool" + }, + "Good For Groups": { + "bsonType": "bool" + }, + "Good for Kids": { + "bsonType": "bool" + }, + "Happy Hour": { + "bsonType": "bool" + }, + "Has TV": { + "bsonType": "bool" + }, + "Music": { + "bsonType": "object", + "properties": { + "background_music": { + "bsonType": "bool" + }, + "dj": { + "bsonType": "bool" + }, + "jukebox": { + "bsonType": "bool" + }, + "karaoke": { + "bsonType": "bool" + }, + "live": { + "bsonType": "bool" + }, + "video": { + "bsonType": "bool" + } + }, + "additionalProperties": true + }, + "Noise Level": { + "bsonType": "string" + }, + "Open 24 Hours": { + "bsonType": "bool" + }, + "Order at Counter": { + "bsonType": "bool" + }, + "Outdoor Seating": { + "bsonType": "bool" + }, + "Parking": { + "bsonType": "object", + "properties": { + "garage": { + "bsonType": "bool" + }, + "lot": { + "bsonType": "bool" + }, + "street": { + "bsonType": "bool" + }, + "valet": { + "bsonType": "bool" + }, + "validated": { + "bsonType": "bool" + } + }, + "additionalProperties": true + }, + "Price Range": { + "bsonType": "number" + }, + "Smoking": { + "bsonType": "string" + }, + "Take-out": { + "bsonType": "bool" + }, + "Takes Reservations": { + "bsonType": "bool" + }, + "Waiter Service": { + "bsonType": "bool" + }, + "Wheelchair Accessible": { + "bsonType": "bool" + }, + "Wi-Fi": { + "bsonType": "string" + } + }, + "additionalProperties": true + }, + "categories": { + "bsonType": "array", + "items": { + "bsonType": "string" + } + }, + "hours": { + "bsonType": "object", + "properties": { + "Friday": { + "bsonType": "object", + "properties": { + "close": { + "bsonType": "string" + }, + "open": { + "bsonType": "string" + } + }, + "additionalProperties": true + }, + "Monday": { + "bsonType": "object", + "properties": { + "close": { + "bsonType": "string" + }, + "open": { + "bsonType": "string" + } + }, + "additionalProperties": true + }, + "Saturday": { + "bsonType": "object", + "properties": { + "close": { + "bsonType": "string" + }, + "open": { + "bsonType": "string" + } + }, + "additionalProperties": true + }, + "Sunday": { + "bsonType": "object", + "properties": { + "close": { + "bsonType": "string" + }, + "open": { + "bsonType": "string" + } + }, + "additionalProperties": true + }, + "Thursday": { + "bsonType": "object", + "properties": { + "close": { + "bsonType": "string" + }, + "open": { + "bsonType": "string" + } + }, + "additionalProperties": true + }, + "Tuesday": { + "bsonType": "object", + "properties": { + "close": { + "bsonType": "string" + }, + "open": { + "bsonType": "string" + } + }, + "additionalProperties": true + }, + "Wednesday": { + "bsonType": "object", + "properties": { + "close": { + "bsonType": "string" + }, + "open": { + "bsonType": "string" + } + }, + "additionalProperties": true + } + }, + "additionalProperties": true + }, + "latitude": { + "bsonType": "number" + }, + "longitude": { + "bsonType": "number" + }, + "neighborhoods": { + "bsonType": "array", + "items": { + "bsonType": "string" + } + }, + "open": { + "bsonType": "bool" + }, + "review_count": { + "bsonType": "number", + "minimum": 0 + }, + "stars": { + "bsonType": "number", + "maximum": 5, + "minimum": 1 + }, + "type": { + "bsonType": "string" + } + }, + "additionalProperties": true, + "required": [ + "business_id" + ] + } + }, + "validationLevel": "off", + "validationAction": "warn", + "collation": { + "alternate": "non-ignorable", + "backwards": false, + "caseFirst": "off", + "caseLevel": false, + "locale": "af", + "maxVariable": "Null", + "normalization": false, + "numericOrdering": false, + "strength": 1 + } +}); + +db.businesses.createIndex({ + "business_address": 1 +}, +{ + "name": "idx_address" +}); + +db.businesses.createIndex({ + "business_address.city": 1 +}, +{ + "name": "idx_city" +}); +``` + +### 3.1.2.2 Collection **reviews** + +##### 3.1.2.2.1 **reviews** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image23.png?raw=true) + +##### 3.1.2.2.2 **reviews** Properties + +
PropertyValue
Collection namereviews
Activatedtrue
Databaseyelp
Storage engineWiredTiger
Validation levelOff
Validation actionWarn
Additional propertiestrue
+ +##### 3.1.2.2.3 **reviews** Fields + +
FieldTypeReqKeyDescriptionComments
review_idobjectIdtruepk
business_idobjectIdtruefk
datestringfalse
starsnumericfalse
textstringfalse
typestringfalse
user_idobjectIdtruefk
votesdocumentfalse
coolnumericfalse
funnynumericfalse
usefulnumericfalse
+ +### 3.1.2.2.3.1 Field **review\_id** + +##### 3.1.2.2.3.1.1 **review\_id** properties + +
PropertyValue
Namereview_id
Activatedtrue
TypeobjectId
Requiredtrue
Primary keytrue
+ +### 3.1.2.2.3.2 Field **business\_id** + +##### 3.1.2.2.3.2.1 **business\_id** properties + +
PropertyValue
Namebusiness_id
Activatedtrue
TypeobjectId
Requiredtrue
Primary keyfalse
Foreign collectionbusinesses
Foreign fieldbusiness_id
Relationship typeForeign Key
+ +### 3.1.2.2.3.3 Field **date** + +##### 3.1.2.2.3.3.1 **date** properties + +
PropertyValue
Namedate
Activatedtrue
Typestring
Primary keyfalse
Faker functionfaker.date.past()
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.2.3.4 Field **stars** + +##### 3.1.2.2.3.4.1 **stars** properties + +
PropertyValue
Namestars
Activatedtrue
Typenumeric
Primary keyfalse
Min value1
Max value5
+ +### 3.1.2.2.3.5 Field **text** + +##### 3.1.2.2.3.5.1 **text** properties + +
PropertyValue
Nametext
Activatedtrue
Typestring
Primary keyfalse
Faker functionfaker.lorem.paragraphs(3)
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.2.3.6 Field **type** + +##### 3.1.2.2.3.6.1 **type** properties + +
PropertyValue
Nametype
Activatedtrue
Typestring
Primary keyfalse
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.2.3.7 Field **user\_id** + +##### 3.1.2.2.3.7.1 **user\_id** properties + +
PropertyValue
Nameuser_id
Activatedtrue
TypeobjectId
Requiredtrue
Primary keyfalse
Foreign collectionusers
Foreign fielduser_id
Relationship typeForeign Key
+ +### 3.1.2.2.3.8 Field **votes** + +##### 3.1.2.2.3.8.1 **votes** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image24.png?raw=true) + +##### 3.1.2.2.3.8.2 **votes** Hierarchy + +Parent field: **reviews** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
coolnumericfalse
funnynumericfalse
usefulnumericfalse
+ +##### 3.1.2.2.3.8.3 **votes** properties + +
PropertyValue
Namevotes
Activatedtrue
Typedocument
Primary keyfalse
Additional propertiestrue
+ +### 3.1.2.2.3.9 Field **cool** + +##### 3.1.2.2.3.9.1 **cool** properties + +
PropertyValue
Namecool
Activatedtrue
Typenumeric
Primary keyfalse
Min value0
+ +### 3.1.2.2.3.10 Field **funny** + +##### 3.1.2.2.3.10.1 **funny** properties + +
PropertyValue
Namefunny
Activatedtrue
Typenumeric
Primary keyfalse
Min value0
+ +### 3.1.2.2.3.11 Field **useful** + +##### 3.1.2.2.3.11.1 **useful** properties + +
PropertyValue
Nameuseful
Activatedtrue
Typenumeric
Primary keyfalse
Min value0
+ +##### 3.1.2.2.4 **reviews** Target Script + +``` +use yelp; + +db.createCollection("reviews", { + "capped": false, + "validator": { + "$jsonSchema": { + "bsonType": "object", + "title": "reviews", + "properties": { + "_id": { + "bsonType": "objectId" + }, + "review_id": { + "bsonType": "objectId" + }, + "business_id": { + "bsonType": "objectId" + }, + "date": { + "bsonType": "string" + }, + "stars": { + "bsonType": "number", + "maximum": 5, + "minimum": 1 + }, + "text": { + "bsonType": "string" + }, + "type": { + "bsonType": "string" + }, + "user_id": { + "bsonType": "objectId" + }, + "votes": { + "bsonType": "object", + "properties": { + "cool": { + "bsonType": "number", + "minimum": 0 + }, + "funny": { + "bsonType": "number", + "minimum": 0 + }, + "useful": { + "bsonType": "number", + "minimum": 0 + } + }, + "additionalProperties": true + } + }, + "additionalProperties": true, + "required": [ + "review_id", + "business_id", + "user_id" + ] + } + }, + "validationLevel": "off", + "validationAction": "warn", + "collation": { + "alternate": "non-ignorable", + "backwards": false, + "caseFirst": "off", + "caseLevel": false, + "locale": "af", + "maxVariable": "Null", + "normalization": false, + "numericOrdering": false, + "strength": 1 + } +}); +``` + +### 3.1.2.3 Collection **tips** + +##### 3.1.2.3.1 **tips** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image25.png?raw=true) + +##### 3.1.2.3.2 **tips** Properties + +
PropertyValue
Collection nametips
Activatedtrue
Databaseyelp
Storage engineWiredTiger
Validation levelOff
Validation actionWarn
Additional propertiestrue
+ +##### 3.1.2.3.3 **tips** Fields + +
FieldTypeReqKeyDescriptionComments
_idobjectIdtruepk
business_idobjectIdtruefk
datestringfalse
likesnumericfalse
textstringfalse
typestringfalse
user_idobjectIdtruefk
+ +### 3.1.2.3.3.1 Field **\_id** + +##### 3.1.2.3.3.1.1 **\_id** properties + +
PropertyValue
Name_id
Activatedtrue
TypeobjectId
Requiredtrue
Primary keytrue
+ +### 3.1.2.3.3.2 Field **business\_id** + +##### 3.1.2.3.3.2.1 **business\_id** properties + +
PropertyValue
Namebusiness_id
Activatedtrue
TypeobjectId
Requiredtrue
Primary keyfalse
Foreign collectionbusinesses
Foreign fieldbusiness_id
Relationship typeForeign Key
+ +### 3.1.2.3.3.3 Field **date** + +##### 3.1.2.3.3.3.1 **date** properties + +
PropertyValue
Namedate
Activatedtrue
Typestring
Primary keyfalse
Faker functionfaker.date.past()
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.3.3.4 Field **likes** + +##### 3.1.2.3.3.4.1 **likes** properties + +
PropertyValue
Namelikes
Activatedtrue
Typenumeric
Primary keyfalse
+ +### 3.1.2.3.3.5 Field **text** + +##### 3.1.2.3.3.5.1 **text** properties + +
PropertyValue
Nametext
Activatedtrue
Typestring
Primary keyfalse
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.3.3.6 Field **type** + +##### 3.1.2.3.3.6.1 **type** properties + +
PropertyValue
Nametype
Activatedtrue
Typestring
Primary keyfalse
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.3.3.7 Field **user\_id** + +##### 3.1.2.3.3.7.1 **user\_id** properties + +
PropertyValue
Nameuser_id
Activatedtrue
TypeobjectId
Requiredtrue
Primary keyfalse
Foreign collectionusers
Foreign fielduser_id
Relationship typeForeign Key
+ +##### 3.1.2.3.4 **tips** Target Script + +``` +use yelp; + +db.createCollection("tips", { + "capped": false, + "validator": { + "$jsonSchema": { + "bsonType": "object", + "title": "tips", + "properties": { + "_id": { + "bsonType": "objectId" + }, + "business_id": { + "bsonType": "objectId" + }, + "date": { + "bsonType": "string" + }, + "likes": { + "bsonType": "number" + }, + "text": { + "bsonType": "string" + }, + "type": { + "bsonType": "string" + }, + "user_id": { + "bsonType": "objectId" + } + }, + "additionalProperties": true, + "required": [ + "_id", + "business_id", + "user_id" + ] + } + }, + "validationLevel": "off", + "validationAction": "warn", + "collation": { + "alternate": "non-ignorable", + "backwards": false, + "caseFirst": "off", + "caseLevel": false, + "locale": "af", + "maxVariable": "Null", + "normalization": false, + "numericOrdering": false, + "strength": 1 + } +}); +``` + +### 3.1.2.4 Collection **users** + +##### 3.1.2.4.1 **users** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image26.png?raw=true) + +##### 3.1.2.4.2 **users** Properties + +
PropertyValue
Collection nameusers
Activatedtrue
Description

Users description

Databaseyelp
Time seriesfalse
Storage engineWiredTiger
Validation levelOff
Validation actionWarn
Additional propertiestrue
+ +##### 3.1.2.4.3 **users** Fields + +
FieldTypeReqKeyDescriptionComments
user_idobjectIdtruepk, dk
typestringtrue
namestringtrue

First name plus surname

Fri Sep 15 2017 17:31:32 GMT+0200 (Romance Summer Time): MongoDB Demo

average_starsnumerictrue

Star rating: from 1 to 5.

complimentsdocumentfalse
coolnumericfalse
cutenumericfalse
funnynumericfalse
hotnumericfalse
notenumericfalse
photosnumericfalse
plainnumericfalse
profilenumericfalse
writernumericfalse
elitearrayfalse
[0]numericfalse
fansnumericfalse
friendsarrayfalse
[0]stringfalse
review_countnumericfalse
votesdocumentfalse
coolnumericfalse
funnynumericfalse
usefulnumericfalse
yelping_sincestringfalse
+ +### 3.1.2.4.3.1 Field **user\_id** + +##### 3.1.2.4.3.1.1 **user\_id** properties + +
PropertyValue
Nameuser_id
Activatedtrue
TypeobjectId
Requiredtrue
Primary keytrue
+ +### 3.1.2.4.3.2 Field **type** + +##### 3.1.2.4.3.2.1 **type** properties + +
PropertyValue
Nametype
Activatedtrue
Typestring
Enumuser,owner,tester
Requiredtrue
Primary keyfalse
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.4.3.3 Field **name** + +##### 3.1.2.4.3.3.1 **name** properties + +
PropertyValue
Namename
Activatedtrue
Typestring
Description

First name plus surname

Requiredtrue
Primary keyfalse
Faker functionfaker.helpers.fake('{{person.firstName}} {{person.lastName}}')
SampleJohn Doe
Comments

Fri Sep 15 2017 17:31:32 GMT+0200 (Romance Summer Time): MongoDB Demo

JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.4.3.4 Field **average\_stars** + +##### 3.1.2.4.3.4.1 **average\_stars** properties + +
PropertyValue
Nameaverage_stars
Activatedtrue
Typenumeric
Description

Star rating: from 1 to 5.

Requiredtrue
Primary keyfalse
Unitstars
Min value1
Max value5
Excl maxfalse
Sample3
+ +### 3.1.2.4.3.5 Field **compliments** + +##### 3.1.2.4.3.5.1 **compliments** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image27.png?raw=true) + +##### 3.1.2.4.3.5.2 **compliments** Hierarchy + +Parent field: **users** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
coolnumericfalse
cutenumericfalse
funnynumericfalse
hotnumericfalse
notenumericfalse
photosnumericfalse
plainnumericfalse
profilenumericfalse
writernumericfalse
+ +##### 3.1.2.4.3.5.3 **compliments** properties + +
PropertyValue
Namecompliments
Activatedtrue
Typedocument
Primary keyfalse
Additional propertiestrue
+ +### 3.1.2.4.3.6 Field **cool** + +##### 3.1.2.4.3.6.1 **cool** properties + +
PropertyValue
Namecool
Activatedtrue
Typenumeric
Primary keyfalse
Min value1
Max value5
+ +### 3.1.2.4.3.7 Field **cute** + +##### 3.1.2.4.3.7.1 **cute** properties + +
PropertyValue
Namecute
Activatedtrue
Typenumeric
Primary keyfalse
Min value1
Max value5
+ +### 3.1.2.4.3.8 Field **funny** + +##### 3.1.2.4.3.8.1 **funny** properties + +
PropertyValue
Namefunny
Activatedtrue
Typenumeric
Primary keyfalse
Min value1
Max value5
+ +### 3.1.2.4.3.9 Field **hot** + +##### 3.1.2.4.3.9.1 **hot** properties + +
PropertyValue
Namehot
Activatedtrue
Typenumeric
Primary keyfalse
Min value1
Max value5
+ +### 3.1.2.4.3.10 Field **note** + +##### 3.1.2.4.3.10.1 **note** properties + +
PropertyValue
Namenote
Activatedtrue
Typenumeric
Primary keyfalse
Min value1
Max value5
+ +### 3.1.2.4.3.11 Field **photos** + +##### 3.1.2.4.3.11.1 **photos** properties + +
PropertyValue
Namephotos
Activatedtrue
Typenumeric
Primary keyfalse
Min value1
Max value5
+ +### 3.1.2.4.3.12 Field **plain** + +##### 3.1.2.4.3.12.1 **plain** properties + +
PropertyValue
Nameplain
Activatedtrue
Typenumeric
Primary keyfalse
Min value1
Max value5
+ +### 3.1.2.4.3.13 Field **profile** + +##### 3.1.2.4.3.13.1 **profile** properties + +
PropertyValue
Nameprofile
Activatedtrue
Typenumeric
Primary keyfalse
Min value1
Max value5
+ +### 3.1.2.4.3.14 Field **writer** + +##### 3.1.2.4.3.14.1 **writer** properties + +
PropertyValue
Namewriter
Activatedtrue
Typenumeric
Primary keyfalse
Min value1
Max value5
+ +### 3.1.2.4.3.15 Field **elite** + +##### 3.1.2.4.3.15.1 **elite** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image28.png?raw=true) + +##### 3.1.2.4.3.15.2 **elite** Hierarchy + +Parent field: **users** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
[0]numericfalse
+ +##### 3.1.2.4.3.15.3 **elite** properties + +
PropertyValue
Nameelite
Activatedtrue
Typearray
Primary keyfalse
Additional itemstrue
+ +### 3.1.2.4.3.16 Field **\[0\]** + +##### 3.1.2.4.3.16.1 **\[0\]** properties + +
PropertyValue
Activatedtrue
Typenumeric
Primary keyfalse
+ +### 3.1.2.4.3.17 Field **fans** + +##### 3.1.2.4.3.17.1 **fans** properties + +
PropertyValue
Namefans
Activatedtrue
Typenumeric
Primary keyfalse
Min value0
+ +### 3.1.2.4.3.18 Field **friends** + +##### 3.1.2.4.3.18.1 **friends** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image29.png?raw=true) + +##### 3.1.2.4.3.18.2 **friends** Hierarchy + +Parent field: **users** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
[0]stringfalse
+ +##### 3.1.2.4.3.18.3 **friends** properties + +
PropertyValue
Namefriends
Activatedtrue
Typearray
Primary keyfalse
Additional itemstrue
+ +### 3.1.2.4.3.19 Field **\[0\]** + +##### 3.1.2.4.3.19.1 **\[0\]** properties + +
PropertyValue
Activatedtrue
Typestring
Primary keyfalse
Faker functionfaker.person.fullName(undefined, undefined, 'female')
SampleJane Doe
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.4.3.20 Field **review\_count** + +##### 3.1.2.4.3.20.1 **review\_count** properties + +
PropertyValue
Namereview_count
Activatedtrue
Typenumeric
Primary keyfalse
Min value0
+ +### 3.1.2.4.3.21 Field **votes** + +##### 3.1.2.4.3.21.1 **votes** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image30.png?raw=true) + +##### 3.1.2.4.3.21.2 **votes** Hierarchy + +Parent field: **users** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
coolnumericfalse
funnynumericfalse
usefulnumericfalse
+ +##### 3.1.2.4.3.21.3 **votes** properties + +
PropertyValue
Namevotes
Activatedtrue
Typedocument
Primary keyfalse
Additional propertiestrue
+ +### 3.1.2.4.3.22 Field **cool** + +##### 3.1.2.4.3.22.1 **cool** properties + +
PropertyValue
Namecool
Activatedtrue
Typenumeric
Primary keyfalse
Min value0
+ +### 3.1.2.4.3.23 Field **funny** + +##### 3.1.2.4.3.23.1 **funny** properties + +
PropertyValue
Namefunny
Activatedtrue
Typenumeric
Primary keyfalse
Min value0
+ +### 3.1.2.4.3.24 Field **useful** + +##### 3.1.2.4.3.24.1 **useful** properties + +
PropertyValue
Nameuseful
Activatedtrue
Typenumeric
Primary keyfalse
Min value0
+ +### 3.1.2.4.3.25 Field **yelping\_since** + +##### 3.1.2.4.3.25.1 **yelping\_since** properties + +
PropertyValue
Nameyelping_since
Activatedtrue
Typestring
Primary keyfalse
Faker functionfaker.date.between({ from: '2010-01-01T00:00:00.000Z', to: '2021-12-31T00:00:00 000Z' })
JsonDetails
Information ClassificationRestricted
+ +##### 3.1.2.4.4 **users** Users (TBD) + +
UsernameReadRead Write
New Userfalsefalse
+ +##### 3.1.2.4.5 **users** Indexes + +
Propertyidx_name_starsidx_partial
Nameidx_name_starsidx_partial
Activatedtruetrue
Keyname('ascending'), average_stars('descending')name('ascending')
Uniquetruetrue
Drop duplicatestruefalse
Sparsetruefalse
Background indexingtruefalse
Partial filter exp{"age" : {"$gte" : 21 } }
Storage engineWiredTigerWiredTiger
+ +##### 3.1.2.4.6 **users** Target Script + +``` +use yelp; + +db.createCollection("users", { + "capped": false, + "validator": { + "$jsonSchema": { + "bsonType": "object", + "title": "users", + "description": "Users description", + "properties": { + "_id": { + "bsonType": "objectId" + }, + "user_id": { + "bsonType": "objectId" + }, + "type": { + "bsonType": "string", + "enum": [ + "user", + "owner", + "tester" + ] + }, + "name": { + "bsonType": "string", + "description": "First name plus surname" + }, + "average_stars": { + "bsonType": "number", + "description": "Star rating: from 1 to 5. ", + "maximum": 5, + "minimum": 1 + }, + "compliments": { + "bsonType": "object", + "properties": { + "cool": { + "bsonType": "number", + "maximum": 5, + "minimum": 1 + }, + "cute": { + "bsonType": "number", + "maximum": 5, + "minimum": 1 + }, + "funny": { + "bsonType": "number", + "maximum": 5, + "minimum": 1 + }, + "hot": { + "bsonType": "number", + "maximum": 5, + "minimum": 1 + }, + "note": { + "bsonType": "number", + "maximum": 5, + "minimum": 1 + }, + "photos": { + "bsonType": "number", + "maximum": 5, + "minimum": 1 + }, + "plain": { + "bsonType": "number", + "maximum": 5, + "minimum": 1 + }, + "profile": { + "bsonType": "number", + "maximum": 5, + "minimum": 1 + }, + "writer": { + "bsonType": "number", + "maximum": 5, + "minimum": 1 + } + }, + "additionalProperties": true + }, + "elite": { + "bsonType": "array", + "additionalItems": true, + "items": { + "bsonType": "number" + } + }, + "fans": { + "bsonType": "number", + "minimum": 0 + }, + "friends": { + "bsonType": "array", + "additionalItems": true, + "items": { + "bsonType": "string" + } + }, + "review_count": { + "bsonType": "number", + "minimum": 0 + }, + "votes": { + "bsonType": "object", + "properties": { + "cool": { + "bsonType": "number", + "minimum": 0 + }, + "funny": { + "bsonType": "number", + "minimum": 0 + }, + "useful": { + "bsonType": "number", + "minimum": 0 + } + }, + "additionalProperties": true + }, + "yelping_since": { + "bsonType": "string" + } + }, + "additionalProperties": true, + "required": [ + "user_id", + "type", + "name", + "average_stars" + ] + } + }, + "validationLevel": "off", + "validationAction": "warn", + "collation": { + "alternate": "non-ignorable", + "backwards": false, + "caseFirst": "off", + "caseLevel": false, + "locale": "af", + "maxVariable": "Null", + "normalization": false, + "numericOrdering": false, + "strength": 1 + } +}); + +db.users.createIndex({ + "name": 1, + "average_stars": -1 +}, +{ + "name": "idx_name_stars", + "unique": true, + "dropDups": true, + "sparse": true, + "background": true +}); + +db.users.createIndex({ + "name": 1 +}, +{ + "name": "idx_partial", + "unique": true, + "partialFilterExpression": { + "age": { + "$gte": 21 + } + } +}); +``` + +### 3.1.2.5 Collection **checkins** + +##### 3.1.2.5.1 **checkins** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image31.png?raw=true) + +##### 3.1.2.5.2 **checkins** Properties + +
PropertyValue
Collection namecheckins
Activatedtrue
Databaseyelp
Storage engineWiredTiger
Validation levelOff
Validation actionWarn
Additional propertiestrue
+ +##### 3.1.2.5.3 **checkins** Fields + +
FieldTypeReqKeyDescriptionComments
_idobjectIdtruepk
checkin_infodocumenttrue
^[a-zA-Z0-9_.-]{3}$numericfalse
^[a-zA-Z0-9_.-]{4}$numericfalse
typestringtrue
business_idstringtruefk
+ +### 3.1.2.5.3.1 Field **\_id** + +##### 3.1.2.5.3.1.1 **\_id** properties + +
PropertyValue
Name_id
Activatedtrue
TypeobjectId
Requiredtrue
Primary keytrue
+ +### 3.1.2.5.3.2 Field **checkin\_info** + +##### 3.1.2.5.3.2.1 **checkin\_info** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image32.png?raw=true) + +##### 3.1.2.5.3.2.2 **checkin\_info** Hierarchy + +Parent field: **checkins** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
^[a-zA-Z0-9_.-]{3}$numericfalse
^[a-zA-Z0-9_.-]{4}$numericfalse
+ +##### 3.1.2.5.3.2.3 **checkin\_info** properties + +
PropertyValue
Namecheckin_info
Activatedtrue
Typedocument
Requiredtrue
Primary keyfalse
Additional propertiesfalse
+ +### 3.1.2.5.3.3 Field **^\[a-zA-Z0-9\_.-\]{3}$** + +##### 3.1.2.5.3.3.1 **^\[a-zA-Z0-9\_.-\]{3}$** properties + +
PropertyValue
Name^[a-zA-Z0-9_.-]{3}$
Activatedtrue
Sample Name9-6
Typenumeric
Primary keyfalse
+ +### 3.1.2.5.3.4 Field **^\[a-zA-Z0-9\_.-\]{4}$** + +##### 3.1.2.5.3.4.1 **^\[a-zA-Z0-9\_.-\]{4}$** properties + +
PropertyValue
Name^[a-zA-Z0-9_.-]{4}$
Activatedtrue
Sample Name23-6
Typenumeric
Primary keyfalse
+ +### 3.1.2.5.3.5 Field **type** + +##### 3.1.2.5.3.5.1 **type** properties + +
PropertyValue
Nametype
Activatedtrue
Typestring
Requiredtrue
Primary keyfalse
Samplecheckin
JsonDetails
Information ClassificationRestricted
+ +### 3.1.2.5.3.6 Field **business\_id** + +##### 3.1.2.5.3.6.1 **business\_id** properties + +
PropertyValue
Namebusiness_id
Activatedtrue
Typestring
Requiredtrue
Primary keyfalse
Foreign collectionbusinesses
Foreign fieldbusiness_id
Relationship typeForeign Key
SampleeFA9dqXT5EA_TrMgbo03QQ
JsonDetails
Information ClassificationRestricted
+ +##### 3.1.2.5.4 **checkins** Indexes + +
Property_id_
Name_id_
Activatedtrue
Key_id('ascending')
+ +##### 3.1.2.5.5 **checkins** Target Script + +``` +use yelp; + +db.createCollection("checkins", { + "capped": false, + "validator": { + "$jsonSchema": { + "bsonType": "object", + "title": "checkins", + "properties": { + "_id": { + "bsonType": "objectId" + }, + "checkin_info": { + "bsonType": "object", + "additionalProperties": false, + "patternProperties": { + "^[a-zA-Z0-9_.-]{3}$": { + "bsonType": "number", + "title": "^[a-zA-Z0-9_.-]{3}$" + }, + "^[a-zA-Z0-9_.-]{4}$": { + "bsonType": "number", + "title": "^[a-zA-Z0-9_.-]{4}$" + } + } + }, + "type": { + "bsonType": "string" + }, + "business_id": { + "bsonType": "string" + } + }, + "additionalProperties": true, + "required": [ + "_id", + "checkin_info", + "type", + "business_id" + ] + } + }, + "validationLevel": "off", + "validationAction": "warn", + "collation": { + "alternate": "non-ignorable", + "backwards": false, + "caseFirst": "off", + "caseLevel": false, + "locale": "af", + "maxVariable": "Null", + "normalization": false, + "numericOrdering": false, + "strength": 1 + } +}); + +db.checkins.createIndex({ + "_id": 1 +}, +{ + "name": "_id_" +}); +``` + +### + +##### 4\. Views + +### 4.1 View **rov\_bussiness** + +##### 4.1.1 **rov\_bussiness** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image33.png?raw=true) + +##### 4.1.2 **rov\_bussiness** Properties + +
PropertyValue
View namerov_bussiness
Activatedtrue
Databaseyelp
View onbusinesses
Pipeline[ { "$project": { "business_id": 1, "name": 1, "full_address": { "houseNum": 1, "street": 1, "box": 1, "city": 1, "state": 1, "zip": 1 }, "type": 1 } } ]
+ +##### 4.1.3 **rov\_bussiness** Fields + +
FieldTypeReqKeyDescriptionComments
business_idobjectIdfalsepk

Unique key for businesses

Sat Nov 04 2017 10:12:00 GMT+0100 (Romance Standard Time): some comments

namestringfalse
full_addressdocumentfalse
houseNumstringfalse
streetstringfalse
boxstringfalse
citystringfalse
statestringfalse
zipstringfalse
typestringfalse
+ +### 4.1.3.1 Field **business\_id** + +##### 4.1.3.1.1 **business\_id** properties + +
PropertyValue
Namebusiness_id
Reference typecollectionReference
+ +### 4.1.3.2 Field **name** + +##### 4.1.3.2.1 **name** properties + +
PropertyValue
Namename
Reference typecollectionReference
+ +### 4.1.3.3 Field **full\_address** + +##### 4.1.3.3.1 **full\_address** Tree Diagram + +##### 4.1.3.3.2 **full\_address** Hierarchy + +Parent field: **rov\_bussiness** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
houseNumreferencefalse
streetreferencefalse
boxreferencefalse
cityreferencefalse
statereferencefalse
zipreferencefalse
+ +##### 4.1.3.3.3 **full\_address** properties + +
PropertyValue
Namefull_address
Activatedtrue
Field-level encryptionfalse
Typedocument
Requiredfalse
Primary keyfalse
DBReffalse
Additional propertiesfalse
+ +### 4.1.3.4 Field **houseNum** + +##### 4.1.3.4.1 **houseNum** properties + +
PropertyValue
NamehouseNum
Reference typecollectionReference
+ +### 4.1.3.5 Field **street** + +##### 4.1.3.5.1 **street** properties + +
PropertyValue
Namestreet
Reference typecollectionReference
+ +### 4.1.3.6 Field **box** + +##### 4.1.3.6.1 **box** properties + +
PropertyValue
Namebox
Reference typecollectionReference
+ +### 4.1.3.7 Field **city** + +##### 4.1.3.7.1 **city** properties + +
PropertyValue
Namecity
Reference typecollectionReference
+ +### 4.1.3.8 Field **state** + +##### 4.1.3.8.1 **state** properties + +
PropertyValue
Namestate
Reference typecollectionReference
+ +### 4.1.3.9 Field **zip** + +##### 4.1.3.9.1 **zip** properties + +
PropertyValue
Namezip
Reference typecollectionReference
+ +### 4.1.3.10 Field **type** + +##### 4.1.3.10.1 **type** properties + +
PropertyValue
Nametype
Reference typecollectionReference
+ +##### 4.1.4 **rov\_bussiness** Target Script + +``` +use yelp; + +db.createView("rov_bussiness", + "businesses", + [ + { + "$project": { + "business_id": 1, + "name": 1, + "full_address": { + "houseNum": 1, + "street": 1, + "box": 1, + "city": 1, + "state": 1, + "zip": 1 + }, + "type": 1 + } + } + ] +); +``` + +### 4.2 View **rov\_reviews** + +##### 4.2.1 **rov\_reviews** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image34.png?raw=true) + +##### 4.2.2 **rov\_reviews** Properties + +
PropertyValue
View namerov_reviews
Activatedtrue
Databaseyelp
View onreviews
Pipeline[ { "$project": { "business": { "business_id": "$business_id", "name": "$name", "type": "$type", "open": "$open", "stars": "$stars", "review_count": "$review_count", "full_address": { "houseNum": "$houseNum", "street": "$street", "box": "$box", "city": "$city", "state": "$state", "zip": "$zip" }, "city": "$city", "state": "$state", "latitude": "$latitude", "longitude": "$longitude" }, "user": { "user_id": "$user_id", "name": "$name", "type": "$type", "votes": { "cool": "$votes.cool", "funny": "$votes.funny", "useful": "$votes.useful" }, "yelping_since": "$yelping_since" }, "username": { "user_id": "$user_id", "type": "$type", "name": "$name", "average_stars": "$average_stars", "compliments": "$compliments", "elite": "$elite", "fans": "$fans", "friends": "$friends", "review_count": "$review_count", "votes": "$votes", "yelping_since": "$yelping_since" } } }, { "$lookup": { "from": "users", "as": "username", "localField": "user_id", "foreignField": "name" } }, { "$unionWith": "users" }, { "$unionWith": "businesses" } ]
+ +##### 4.2.3 **rov\_reviews** Fields + +
FieldTypeReqKeyDescriptionComments
usernamearrayfalse
[0]documentfalse
user_idobjectIdfalsepk
typestringfalse
namestringfalse

First name plus surname

Fri Sep 15 2017 17:31:32 GMT+0200 (Romance Summer Time): MongoDB Demo

average_starsnumericfalse

Star rating: from 1 to 5.

complimentsdocumentfalse
coolnumericfalse
cutenumericfalse
funnynumericfalse
hotnumericfalse
notenumericfalse
photosnumericfalse
plainnumericfalse
profilenumericfalse
writernumericfalse
elitearrayfalse
[0]numericfalse
fansnumericfalse
friendsarrayfalse
[0]stringfalse
review_countnumericfalse
votesdocumentfalse
coolnumericfalse
funnynumericfalse
usefulnumericfalse
yelping_sincestringfalse
businessdocumentfalse
business_idobjectIdfalse
namestringfalse
typestringfalse
openstringfalse
starsnumericfalse
review_countstringfalse
full_addressdocumentfalse
houseNumstringfalse
streetstringfalse
boxstringfalse
citystringfalse
statestringfalse
zipstringfalse
citystringfalse
statestringfalse
latitudestringfalse
longitudestringfalse
userdocumentfalse
user_idobjectIdfalse
namestringfalse
typestringfalse
votesdocumentfalse
coolnumericfalse
funnynumericfalse
usefulnumericfalse
yelping_sincestringfalse
+ +### 4.2.3.1 Field **username** + +##### 4.2.3.1.1 **username** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image35.png?raw=true) + +##### 4.2.3.1.2 **username** Hierarchy + +Parent field: **rov\_reviews** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
[0]documentfalse
+ +##### 4.2.3.1.3 **username** properties + +
PropertyValue
Nameusername
Technical nameusername
Activatedtrue
Field-level encryptionfalse
Typearray
Requiredfalse
Primary keyfalse
Unique itemsfalse
Additional itemstrue
+ +### 4.2.3.2 Field **\[0\] New Field** + +##### 4.2.3.2.1 **\[0\] New Field** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image36.png?raw=true) + +##### 4.2.3.2.2 **\[0\] New Field** Hierarchy + +Parent field: **username** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
user_idreferencefalse
typereferencefalse
namereferencefalse
average_starsreferencefalse
complimentsreferencefalse
elitereferencefalse
fansreferencefalse
friendsreferencefalse
review_countreferencefalse
votesreferencefalse
yelping_sincereferencefalse
+ +##### 4.2.3.2.3 **\[0\] New Field** properties + +
PropertyValue
Activatedtrue
Field-level encryptionfalse
Typedocument
Primary keyfalse
DBReffalse
Additional propertiesfalse
+ +### 4.2.3.3 Field **user\_id** + +##### 4.2.3.3.1 **user\_id** properties + +
PropertyValue
Nameuser_id
Reference typecollectionReference
+ +### 4.2.3.4 Field **type** + +##### 4.2.3.4.1 **type** properties + +
PropertyValue
Nametype
Reference typecollectionReference
+ +### 4.2.3.5 Field **name** + +##### 4.2.3.5.1 **name** properties + +
PropertyValue
Namename
Reference typecollectionReference
+ +### 4.2.3.6 Field **average\_stars** + +##### 4.2.3.6.1 **average\_stars** properties + +
PropertyValue
Nameaverage_stars
Reference typecollectionReference
+ +### 4.2.3.7 Field **compliments** + +##### 4.2.3.7.1 **compliments** properties + +
PropertyValue
Namecompliments
Reference typecollectionReference
+ +### 4.2.3.8 Field **elite** + +##### 4.2.3.8.1 **elite** properties + +
PropertyValue
Nameelite
Reference typecollectionReference
+ +### 4.2.3.9 Field **fans** + +##### 4.2.3.9.1 **fans** properties + +
PropertyValue
Namefans
Reference typecollectionReference
+ +### 4.2.3.10 Field **friends** + +##### 4.2.3.10.1 **friends** properties + +
PropertyValue
Namefriends
Reference typecollectionReference
+ +### 4.2.3.11 Field **review\_count** + +##### 4.2.3.11.1 **review\_count** properties + +
PropertyValue
Namereview_count
Reference typecollectionReference
+ +### 4.2.3.12 Field **votes** + +##### 4.2.3.12.1 **votes** properties + +
PropertyValue
Namevotes
Reference typecollectionReference
+ +### 4.2.3.13 Field **yelping\_since** + +##### 4.2.3.13.1 **yelping\_since** properties + +
PropertyValue
Nameyelping_since
Reference typecollectionReference
+ +### 4.2.3.14 Field **business** + +##### 4.2.3.14.1 **business** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image37.png?raw=true) + +##### 4.2.3.14.2 **business** Hierarchy + +Parent field: **rov\_reviews** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
business_idreferencefalse
namestringfalse
typereferencefalse
openstringfalse
starsreferencefalse
review_countstringfalse
full_addressdocumentfalse
citystringfalse
statestringfalse
latitudestringfalse
longitudestringfalse
+ +##### 4.2.3.14.3 **business** properties + +
PropertyValue
Namebusiness
Technical namebusiness
Activatedtrue
Field-level encryptionfalse
Typedocument
Requiredfalse
Primary keyfalse
DBReffalse
Additional propertiesfalse
+ +### 4.2.3.15 Field **business\_id** + +##### 4.2.3.15.1 **business\_id** properties + +
PropertyValue
Namebusiness_id
Technical namebusiness_id
Reference typecollectionReference
+ +### 4.2.3.16 Field **name** + +##### 4.2.3.16.1 **name** properties + +
PropertyValue
Namename
Technical namename
Activatedtrue
Field-level encryptionfalse
Typestring
Requiredfalse
Primary keyfalse
JsonDetails
Personally Identifiable Informationfalse
Information ClassificationRestricted
+ +### 4.2.3.17 Field **type** + +##### 4.2.3.17.1 **type** properties + +
PropertyValue
Nametype
Technical nametype
Reference typecollectionReference
+ +### 4.2.3.18 Field **open** + +##### 4.2.3.18.1 **open** properties + +
PropertyValue
Nameopen
Technical nameopen
Activatedtrue
Field-level encryptionfalse
Typestring
Requiredfalse
Primary keyfalse
JsonDetails
Personally Identifiable Informationfalse
Information ClassificationRestricted
+ +### 4.2.3.19 Field **stars** + +##### 4.2.3.19.1 **stars** properties + +
PropertyValue
Namestars
Technical namestars
Reference typecollectionReference
+ +### 4.2.3.20 Field **review\_count** + +##### 4.2.3.20.1 **review\_count** properties + +
PropertyValue
Namereview_count
Technical namereview_count
Activatedtrue
Field-level encryptionfalse
Typestring
Requiredfalse
Primary keyfalse
JsonDetails
Personally Identifiable Informationfalse
Information ClassificationRestricted
+ +### 4.2.3.21 Field **full\_address** + +##### 4.2.3.21.1 **full\_address** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image38.png?raw=true) + +##### 4.2.3.21.2 **full\_address** Hierarchy + +Parent field: **business** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
houseNumstringfalse
streetstringfalse
boxstringfalse
citystringfalse
statestringfalse
zipstringfalse
+ +##### 4.2.3.21.3 **full\_address** properties + +
PropertyValue
Namefull_address
Technical namefull_address
Activatedtrue
Field-level encryptionfalse
Typedocument
Requiredfalse
Primary keyfalse
DBReffalse
Additional propertiesfalse
+ +### 4.2.3.22 Field **houseNum** + +##### 4.2.3.22.1 **houseNum** properties + +
PropertyValue
NamehouseNum
Technical namehouseNum
Activatedtrue
Field-level encryptionfalse
Typestring
Requiredfalse
Primary keyfalse
JsonDetails
Personally Identifiable Informationfalse
Information ClassificationRestricted
+ +### 4.2.3.23 Field **street** + +##### 4.2.3.23.1 **street** properties + +
PropertyValue
Namestreet
Technical namestreet
Activatedtrue
Field-level encryptionfalse
Typestring
Requiredfalse
Primary keyfalse
JsonDetails
Personally Identifiable Informationfalse
Information ClassificationRestricted
+ +### 4.2.3.24 Field **box** + +##### 4.2.3.24.1 **box** properties + +
PropertyValue
Namebox
Technical namebox
Activatedtrue
Field-level encryptionfalse
Typestring
Requiredfalse
Primary keyfalse
JsonDetails
Personally Identifiable Informationfalse
Information ClassificationRestricted
+ +### 4.2.3.25 Field **city** + +##### 4.2.3.25.1 **city** properties + +
PropertyValue
Namecity
Technical namecity
Activatedtrue
Field-level encryptionfalse
Typestring
Requiredfalse
Primary keyfalse
JsonDetails
Personally Identifiable Informationfalse
Information ClassificationRestricted
+ +### 4.2.3.26 Field **state** + +##### 4.2.3.26.1 **state** properties + +
PropertyValue
Namestate
Technical namestate
Activatedtrue
Field-level encryptionfalse
Typestring
Requiredfalse
Primary keyfalse
JsonDetails
Personally Identifiable Informationfalse
Information ClassificationRestricted
+ +### 4.2.3.27 Field **zip** + +##### 4.2.3.27.1 **zip** properties + +
PropertyValue
Namezip
Technical namezip
Activatedtrue
Field-level encryptionfalse
Typestring
Requiredfalse
Primary keyfalse
JsonDetails
Personally Identifiable Informationfalse
Information ClassificationRestricted
+ +### 4.2.3.28 Field **city** + +##### 4.2.3.28.1 **city** properties + +
PropertyValue
Namecity
Technical namecity
Activatedtrue
Field-level encryptionfalse
Typestring
Requiredfalse
Primary keyfalse
JsonDetails
Personally Identifiable Informationfalse
Information ClassificationRestricted
+ +### 4.2.3.29 Field **state** + +##### 4.2.3.29.1 **state** properties + +
PropertyValue
Namestate
Technical namestate
Activatedtrue
Field-level encryptionfalse
Typestring
Requiredfalse
Primary keyfalse
JsonDetails
Personally Identifiable Informationfalse
Information ClassificationRestricted
+ +### 4.2.3.30 Field **latitude** + +##### 4.2.3.30.1 **latitude** properties + +
PropertyValue
Namelatitude
Technical namelatitude
Activatedtrue
Field-level encryptionfalse
Typestring
Requiredfalse
Primary keyfalse
JsonDetails
Personally Identifiable Informationfalse
Information ClassificationRestricted
+ +### 4.2.3.31 Field **longitude** + +##### 4.2.3.31.1 **longitude** properties + +
PropertyValue
Namelongitude
Technical namelongitude
Activatedtrue
Field-level encryptionfalse
Typestring
Requiredfalse
Primary keyfalse
JsonDetails
Personally Identifiable Informationfalse
Information ClassificationRestricted
+ +### 4.2.3.32 Field **user** + +##### 4.2.3.32.1 **user** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image39.png?raw=true) + +##### 4.2.3.32.2 **user** Hierarchy + +Parent field: **rov\_reviews** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
user_idreferencefalse
namestringfalse
typereferencefalse
votesdocumentfalse
yelping_sincestringfalse
+ +##### 4.2.3.32.3 **user** properties + +
PropertyValue
Nameuser
Technical nameuser
Activatedtrue
Field-level encryptionfalse
Typedocument
Requiredfalse
Primary keyfalse
DBReffalse
Additional propertiesfalse
+ +### 4.2.3.33 Field **user\_id** + +##### 4.2.3.33.1 **user\_id** properties + +
PropertyValue
Nameuser_id
Technical nameuser_id
Reference typecollectionReference
+ +### 4.2.3.34 Field **name** + +##### 4.2.3.34.1 **name** properties + +
PropertyValue
Namename
Technical namename
Activatedtrue
Field-level encryptionfalse
Typestring
Requiredfalse
Primary keyfalse
JsonDetails
Personally Identifiable Informationfalse
Information ClassificationRestricted
+ +### 4.2.3.35 Field **type** + +##### 4.2.3.35.1 **type** properties + +
PropertyValue
Nametype
Technical nametype
Reference typecollectionReference
+ +### 4.2.3.36 Field **votes** + +##### 4.2.3.36.1 **votes** Tree Diagram + +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image40.png?raw=true) + +##### 4.2.3.36.2 **votes** Hierarchy + +Parent field: **user** + +Child field(s): + +
FieldTypeReqKeyDescriptionComments
coolreferencefalse
funnyreferencefalse
usefulreferencefalse
+ +##### 4.2.3.36.3 **votes** properties + +
PropertyValue
Namevotes
Technical namevotes
Activatedtrue
Field-level encryptionfalse
Typedocument
Requiredfalse
Primary keyfalse
DBReffalse
Additional propertiesfalse
+ +### 4.2.3.37 Field **cool** + +##### 4.2.3.37.1 **cool** properties + +
PropertyValue
Namecool
Technical namecool
Reference typecollectionReference
+ +### 4.2.3.38 Field **funny** + +##### 4.2.3.38.1 **funny** properties + +
PropertyValue
Namefunny
Technical namefunny
Reference typecollectionReference
+ +### 4.2.3.39 Field **useful** + +##### 4.2.3.39.1 **useful** properties + +
PropertyValue
Nameuseful
Technical nameuseful
Reference typecollectionReference
+ +### 4.2.3.40 Field **yelping\_since** + +##### 4.2.3.40.1 **yelping\_since** properties + +
PropertyValue
Nameyelping_since
Technical nameyelping_since
Activatedtrue
Field-level encryptionfalse
Typestring
Requiredfalse
Primary keyfalse
JsonDetails
Personally Identifiable Informationfalse
Information ClassificationRestricted
+ +##### 4.2.4 **rov\_reviews** Target Script + +``` +use yelp; + +db.createView("rov_reviews", + "reviews", + [ + { + "$project": { + "business": { + "business_id": "$business_id", + "name": "$name", + "type": "$type", + "open": "$open", + "stars": "$stars", + "review_count": "$review_count", + "full_address": { + "houseNum": "$houseNum", + "street": "$street", + "box": "$box", + "city": "$city", + "state": "$state", + "zip": "$zip" + }, + "city": "$city", + "state": "$state", + "latitude": "$latitude", + "longitude": "$longitude" + }, + "user": { + "user_id": "$user_id", + "name": "$name", + "type": "$type", + "votes": { + "cool": "$votes.cool", + "funny": "$votes.funny", + "useful": "$votes.useful" + }, + "yelping_since": "$yelping_since" + }, + "username": { + "user_id": "$user_id", + "type": "$type", + "name": "$name", + "average_stars": "$average_stars", + "compliments": "$compliments", + "elite": "$elite", + "fans": "$fans", + "friends": "$friends", + "review_count": "$review_count", + "votes": "$votes", + "yelping_since": "$yelping_since" + } + } + }, + { + "$lookup": { + "from": "users", + "as": "username", + "localField": "user_id", + "foreignField": "name" + } + }, + { + "$unionWith": "users" + }, + { + "$unionWith": "businesses" + } + ] +); +``` + +### + +##### 5\. Relationships + +### 5.1 Relationship **fk\_tipsBusinesses** + +##### 5.1.1 **fk\_tipsBusinesses** Diagram + +
Parent TableParent field
businessesbusiness_id
+ +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image41.png?raw=true)![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image42.png?raw=true) + +
Child TableChild field
tipsbusiness_id
+ +##### 5.1.2 **fk\_tipsBusinesses** Properties + +
PropertyValue
Namefk_tipsBusinesses
Description
Parent Collectionbusinesses
Parent fieldbusiness_id
Parent Cardinality1
Child Collectiontips
Child fieldbusiness_id
Child Cardinality0..n
Comments
+ +### 5.2 Relationship **fk\_tipsUsers** + +##### 5.2.1 **fk\_tipsUsers** Diagram + +
Parent TableParent field
usersuser_id
+ +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image43.png?raw=true)![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image44.png?raw=true) + +
Child TableChild field
tipsuser_id
+ +##### 5.2.2 **fk\_tipsUsers** Properties + +
PropertyValue
Namefk_tipsUsers
Description
Parent Collectionusers
Parent fielduser_id
Parent Cardinality1
Child Collectiontips
Child fielduser_id
Child Cardinality0..n
Comments
+ +### 5.3 Relationship **fk\_reviewsUsers** + +##### 5.3.1 **fk\_reviewsUsers** Diagram + +
Parent TableParent field
usersuser_id
+ +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image45.png?raw=true)![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image46.png?raw=true) + +
Child TableChild field
reviewsuser_id
+ +##### 5.3.2 **fk\_reviewsUsers** Properties + +
PropertyValue
Namefk_reviewsUsers
Description
Parent Collectionusers
Parent fielduser_id
Parent Cardinality1
Child Collectionreviews
Child fielduser_id
Child Cardinality0..n
Comments
+ +### 5.4 Relationship **fk\_reviewsBusinesses** + +##### 5.4.1 **fk\_reviewsBusinesses** Diagram + +
Parent TableParent field
businessesbusiness_id
+ +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image47.png?raw=true)![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image48.png?raw=true) + +
Child TableChild field
reviewsbusiness_id
+ +##### 5.4.2 **fk\_reviewsBusinesses** Properties + +
PropertyValue
Namefk_reviewsBusinesses
Description
Parent Collectionbusinesses
Parent fieldbusiness_id
Parent Cardinality1
Child Collectionreviews
Child fieldbusiness_id
Child Cardinality0..n
Comments
+ +### 5.5 Relationship **fk businesses.business\_id to checkins.business\_id** + +##### 5.5.1 **fk businesses.business\_id to checkins.business\_id** Diagram + +
Parent TableParent field
businessesbusiness_id
+ +![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image49.png?raw=true)![Hackolade image](Yelp%20Challenge%20dataset%20documentation/image50.png?raw=true) + +
Child TableChild field
checkinsbusiness_id
+ +##### 5.5.2 **fk businesses.business\_id to checkins.business\_id** Properties + +
PropertyValue
Namefk businesses.business_id to checkins.business_id
Description
Parent Collectionbusinesses
Parent fieldbusiness_id
Parent Cardinality1
Child Collectioncheckins
Child fieldbusiness_id
Child Cardinality0..n
Comments
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