library(mongolite)## Warning: package 'mongolite' was built under R version 3.2.3setwd("C:/data/db")
biz <- mongo(collection = "businesses", db="yelpz", "mongodb://localhost")
revz <- mongo(collection = "reviews", db="yelpz", "mongodb://localhost")
tipz <- mongo(collection = "tips", db="yelpz", "mongodb://localhost")
userz <- mongo(collection = "users", db="yelpz", "mongodb://localhost")
checkz <- mongo(collection = "checkins", db="yelpz", "mongodb://localhost")
bc <- biz$count()
rc <- revz$count()
tc <- tipz$count()
uc <- userz$count()
cc <- checkz$count()biz$find(query='{}', limit = 5)##
Found 5 records...
Imported 5 records. Simplifying into dataframe...## business_id
## 1 vcNAWiLM4dR7D2nwwJ7nCA
## 2 HZdLhv6COCleJMo7nPl-RA
## 3 KayYbHCt-RkbGcPdGOThNg
## 4 mVHrayjG3uZ_RLHkLj-AMg
## 5 b12U9TFESStdy7CsTtcOeg
## full_address hours.Tuesday.close
## 1 4840 E Indian School Rd\nSte 101\nPhoenix, AZ 85018 17:00
## 2 301 S Hills Vlg\nPittsburgh, PA 15241 21:00
## 3 141 Hawthorne St\nGreentree\nCarnegie, PA 15106 <NA>
## 4 414 Hawkins Ave\nBraddock, PA 15104 19:00
## 5 718 Hope Hollow Rd\nCarnegie, PA 15106 <NA>
## hours.Tuesday.open hours.Friday.close hours.Friday.open
## 1 08:00 17:00 08:00
## 2 10:00 21:00 10:00
## 3 <NA> <NA> <NA>
## 4 10:00 20:00 10:00
## 5 <NA> <NA> <NA>
## hours.Monday.close hours.Monday.open hours.Wednesday.close
## 1 17:00 08:00 17:00
## 2 21:00 10:00 21:00
## 3 <NA> <NA> <NA>
## 4 <NA> <NA> 19:00
## 5 <NA> <NA> <NA>
## hours.Wednesday.open hours.Thursday.close hours.Thursday.open
## 1 08:00 17:00 08:00
## 2 10:00 21:00 10:00
## 3 <NA> <NA> <NA>
## 4 10:00 19:00 10:00
## 5 <NA> <NA> <NA>
## hours.Sunday.close hours.Sunday.open hours.Saturday.close
## 1 <NA> <NA> <NA>
## 2 18:00 11:00 21:00
## 3 <NA> <NA> <NA>
## 4 <NA> <NA> 16:00
## 5 <NA> <NA> <NA>
## hours.Saturday.open open
## 1 <NA> TRUE
## 2 10:00 TRUE
## 3 <NA> TRUE
## 4 10:00 TRUE
## 5 <NA> TRUE
## categories
## 1 Doctors, Health & Medical
## 2 Shopping, Home Services, Internet Service Providers, Mobile Phones, Professional Services, Electronics
## 3 Bars, American (Traditional), Nightlife, Restaurants
## 4 Bars, American (New), Nightlife, Lounges, Restaurants
## 5 Auto Repair, Automotive
## city review_count name neighborhoods
## 1 Phoenix 9 Eric Goldberg, MD
## 2 Pittsburgh 3 Verizon Wireless
## 3 Carnegie 15 Alexion's Bar & Grill Greentree
## 4 Braddock 11 Emil's Lounge
## 5 Carnegie 5 Flynn's E W Tire Service Center
## longitude state stars latitude attributes.By Appointment Only
## 1 -111.98376 AZ 3.5 33.49931 TRUE
## 2 -80.05998 PA 3.5 40.35762 NA
## 3 -80.06753 PA 4.0 40.41552 NA
## 4 -79.86635 PA 4.5 40.40874 NA
## 5 -80.08445 PA 1.5 40.39459 NA
## attributes.Alcohol attributes.Noise Level attributes.Has TV
## 1 <NA> <NA> NA
## 2 <NA> <NA> NA
## 3 full_bar loud TRUE
## 4 full_bar average TRUE
## 5 <NA> <NA> NA
## attributes.Attire attributes.Ambience.romantic
## 1 <NA> NA
## 2 <NA> NA
## 3 casual FALSE
## 4 casual FALSE
## 5 <NA> NA
## attributes.Ambience.intimate attributes.Ambience.touristy
## 1 NA NA
## 2 NA NA
## 3 FALSE FALSE
## 4 FALSE FALSE
## 5 NA NA
## attributes.Ambience.hipster attributes.Ambience.divey
## 1 NA NA
## 2 NA NA
## 3 FALSE FALSE
## 4 FALSE FALSE
## 5 NA NA
## attributes.Ambience.classy attributes.Ambience.trendy
## 1 NA NA
## 2 NA NA
## 3 FALSE FALSE
## 4 FALSE FALSE
## 5 NA NA
## attributes.Ambience.upscale attributes.Ambience.casual
## 1 NA NA
## 2 NA NA
## 3 FALSE TRUE
## 4 FALSE FALSE
## 5 NA NA
## attributes.Good for Kids attributes.Price Range
## 1 NA NA
## 2 NA NA
## 3 FALSE 1
## 4 TRUE 1
## 5 NA NA
## attributes.Good For Dancing attributes.Delivery attributes.Coat Check
## 1 NA NA NA
## 2 NA NA NA
## 3 TRUE FALSE FALSE
## 4 FALSE FALSE FALSE
## 5 NA NA NA
## attributes.Smoking attributes.Accepts Credit Cards attributes.Take-out
## 1 <NA> NA NA
## 2 <NA> NA NA
## 3 outdoor TRUE TRUE
## 4 no TRUE TRUE
## 5 <NA> NA NA
## attributes.Happy Hour attributes.Outdoor Seating
## 1 NA NA
## 2 NA NA
## 3 TRUE TRUE
## 4 FALSE FALSE
## 5 NA NA
## attributes.Takes Reservations attributes.Waiter Service attributes.Wi-Fi
## 1 NA NA <NA>
## 2 NA NA <NA>
## 3 FALSE TRUE free
## 4 FALSE TRUE no
## 5 NA NA <NA>
## attributes.Caters attributes.Good For.dessert
## 1 NA NA
## 2 NA NA
## 3 FALSE FALSE
## 4 TRUE FALSE
## 5 NA NA
## attributes.Good For.latenight attributes.Good For.lunch
## 1 NA NA
## 2 NA NA
## 3 FALSE FALSE
## 4 FALSE FALSE
## 5 NA NA
## attributes.Good For.dinner attributes.Good For.brunch
## 1 NA NA
## 2 NA NA
## 3 TRUE FALSE
## 4 FALSE FALSE
## 5 NA NA
## attributes.Good For.breakfast attributes.Parking.garage
## 1 NA NA
## 2 NA NA
## 3 FALSE FALSE
## 4 FALSE FALSE
## 5 NA NA
## attributes.Parking.street attributes.Parking.validated
## 1 NA NA
## 2 NA NA
## 3 FALSE FALSE
## 4 FALSE FALSE
## 5 NA NA
## attributes.Parking.lot attributes.Parking.valet attributes.dj
## 1 NA NA NA
## 2 NA NA NA
## 3 TRUE FALSE FALSE
## 4 FALSE FALSE FALSE
## 5 NA NA NA
## attributes.Good For Groups type
## 1 NA business
## 2 NA business
## 3 TRUE business
## 4 TRUE business
## 5 NA businessrevz$find(query='{}', limit = 5)##
Found 5 records...
Imported 5 records. Simplifying into dataframe...## votes.funny votes.useful votes.cool user_id
## 1 0 2 1 Xqd0DzHaiyRqVH3WRG7hzg
## 2 0 2 0 H1kH6QZV7Le4zqTRNxoZow
## 3 0 1 1 zvJCcrpm2yOZrxKffwGQLA
## 4 0 0 0 KBLW4wJA_fwoWmMhiHRVOA
## 5 0 2 1 zvJCcrpm2yOZrxKffwGQLA
## review_id stars date
## 1 15SdjuK7DmYqUAj6rjGowg 5 2007-05-17
## 2 RF6UnRTtG7tWMcrO2GEoAg 2 2010-03-22
## 3 -TsVN230RCkLYKBeLsuz7A 4 2012-02-14
## 4 dNocEAyUucjT371NNND41Q 4 2012-03-02
## 5 ebcN2aqmNUuYNoyvQErgnA 4 2012-05-15
## text
## 1 dr. goldberg offers everything i look for in a general practitioner. he's nice and easy to talk to without being patronizing; he's always on time in seeing his patients; he's affiliated with a top-notch hospital (nyu) which my parents have explained to me is very important in case something happens and you need surgery; and you can get referrals to see specialists without having to see him first. really, what more do you need? i'm sitting here trying to think of any complaints i have about him, but i'm really drawing a blank.
## 2 Unfortunately, the frustration of being Dr. Goldberg's patient is a repeat of the experience I've had with so many other doctors in NYC -- good doctor, terrible staff. It seems that his staff simply never answers the phone. It usually takes 2 hours of repeated calling to get an answer. Who has time for that or wants to deal with it? I have run into this problem with many other doctors and I just don't get it. You have office workers, you have patients with medical needs, why isn't anyone answering the phone? It's incomprehensible and not work the aggravation. It's with regret that I feel that I have to give Dr. Goldberg 2 stars.
## 3 Dr. Goldberg has been my doctor for years and I like him. I've found his office to be fairly efficient. Today I actually got to see the doctor a few minutes early! \n\nHe seems very engaged with his patients and his demeanor is friendly, yet authoritative. \n\nI'm glad to have Dr. Goldberg as my doctor.
## 4 Been going to Dr. Goldberg for over 10 years. I think I was one of his 1st patients when he started at MHMG. He's been great over the years and is really all about the big picture. It is because of him, not my now former gyn Dr. Markoff, that I found out I have fibroids. He explores all options with you and is very patient and understanding. He doesn't judge and asks all the right questions. Very thorough and wants to be kept in the loop on every aspect of your medical health and your life.
## 5 Got a letter in the mail last week that said Dr. Goldberg is moving to Arizona to take a new position there in June. He will be missed very much. \n\nI think finding a new doctor in NYC that you actually like might almost be as awful as trying to find a date!
## type business_id
## 1 review vcNAWiLM4dR7D2nwwJ7nCA
## 2 review vcNAWiLM4dR7D2nwwJ7nCA
## 3 review vcNAWiLM4dR7D2nwwJ7nCA
## 4 review vcNAWiLM4dR7D2nwwJ7nCA
## 5 review vcNAWiLM4dR7D2nwwJ7nCAtipz$find(query='{}', limit = 5)##
Found 5 records...
Imported 5 records. Simplifying into dataframe...## user_id
## 1 -6rEfobYjMxpUWLNxszaxQ
## 2 EZ0r9dKKtEGVx2CdnowPCw
## 3 xb6zEQCw9I-Gl0g06e1KsQ
## 4 fvTivrsJoUMYXnOJw9wZfw
## 5 6GrH6gp09pqYykGv86D6Dg
## text
## 1 Don't waste your time.
## 2 Your GPS will not allow you to find this place. Put Rankin police department in instead. They are directly across the street.
## 3 Great drink specials!
## 4 Sarah rocks! Best waitress here! Be sure to get her and compliment her glasses.
## 5 Decent selection of more than just bar food. \n\nJumbo fish sandwich is aptly named. \n\nSeem to be generous with the pour.
## business_id likes date type
## 1 cE27W9VPgO88Qxe4ol6y_g 0 2013-04-18 tip
## 2 mVHrayjG3uZ_RLHkLj-AMg 0 2013-01-06 tip
## 3 KayYbHCt-RkbGcPdGOThNg 0 2013-12-03 tip
## 4 wJr6kSA5dchdgOdwH6dZ2w 0 2013-07-22 tip
## 5 fNGIbpazjTRdXgwRY_NIXA 0 2013-04-22 tipuserz$find(query='{}', limit = 5)##
Found 5 records...
Imported 5 records. Simplifying into dataframe...## yelping_since votes.funny votes.useful votes.cool review_count name
## 1 2004-10 166 278 245 108 Russel
## 2 2004-10 907 1445 727 442 Michael
## 3 2004-10 1 11 5 11 Ken
## 4 2004-10 10 34 11 66 Katherine
## 5 2004-10 6849 12642 9837 1233 Jeremy
## user_id
## 1 18kPq7GPye-YQ3LyKyAZPw
## 2 4U9kSBLuBDU391x6bxU-YA
## 3 fHtTaujcyKvXglE33Z5yIw
## 4 SIBCL7HBkrP4llolm4SC2A
## 5 rpOyqD_893cqmDAtJLbdog
## friends
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## fans average_stars type compliments.profile compliments.cute
## 1 69 4.14 user 8 15
## 2 93 3.59 user 9 23
## 3 2 4.64 user NA 2
## 4 3 3.80 user NA 2
## 5 1012 3.64 user 110 209
## compliments.funny compliments.plain compliments.writer compliments.note
## 1 11 25 9 20
## 2 122 86 24 82
## 3 NA NA NA NA
## 4 NA 2 2 1
## 5 561 921 290 589
## compliments.photos compliments.hot compliments.cool compliments.more
## 1 15 48 78 3
## 2 23 102 145 19
## 3 NA NA NA NA
## 4 NA 1 1 1
## 5 287 1032 1521 129
## compliments.list
## 1 NA
## 2 4
## 3 NA
## 4 NA
## 5 37
## elite
## 1 2005, 2006
## 2 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015
## 3
## 4 2005
## 5 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015checkz$find(query='{}', limit = 5)##
Found 5 records...
Imported 5 records. Simplifying into dataframe...## checkin_info.22-5 checkin_info.9-5 checkin_info.15-1 checkin_info.15-4
## 1 1 1 1 1
## 2 NA 1 NA NA
## 3 NA NA NA NA
## 4 NA NA 1 NA
## 5 NA NA NA NA
## checkin_info.16-2 checkin_info.21-4 checkin_info.13-1 checkin_info.14-4
## 1 1 1 1 1
## 2 NA NA NA NA
## 3 NA NA NA NA
## 4 NA 1 NA NA
## 5 NA NA NA NA
## checkin_info.12-5 checkin_info.12-1 checkin_info.7-5 checkin_info.13-3
## 1 1 1 NA NA
## 2 NA NA 1 1
## 3 NA NA NA NA
## 4 NA NA NA NA
## 5 NA NA NA NA
## checkin_info.17-6 checkin_info.13-0 checkin_info.17-3 checkin_info.10-0
## 1 NA NA NA NA
## 2 1 1 1 1
## 3 NA NA NA NA
## 4 NA 1 2 NA
## 5 NA NA NA NA
## checkin_info.18-4 checkin_info.14-6 checkin_info.9-0 checkin_info.18-1
## 1 NA NA NA NA
## 2 1 1 NA NA
## 3 NA 1 1 1
## 4 1 NA NA NA
## 5 NA 1 NA 1
## checkin_info.19-6 checkin_info.7-6 checkin_info.11-5 checkin_info.11-4
## 1 NA NA NA NA
## 2 NA NA NA NA
## 3 1 1 1 1
## 4 NA NA NA NA
## 5 NA NA NA NA
## checkin_info.17-2 checkin_info.6-5 checkin_info.12-2 checkin_info.8-1
## 1 NA NA NA NA
## 2 NA NA NA NA
## 3 1 2 1 1
## 4 NA NA NA 2
## 5 1 NA 1 NA
## checkin_info.9-1 checkin_info.18-3 checkin_info.15-2 checkin_info.8-4
## 1 NA NA NA NA
## 2 NA NA NA NA
## 3 NA NA NA NA
## 4 1 1 1 1
## 5 NA NA NA NA
## checkin_info.17-5 checkin_info.17-4 checkin_info.11-2 checkin_info.12-4
## 1 NA NA NA NA
## 2 NA NA NA NA
## 3 NA NA NA NA
## 4 1 1 1 2
## 5 NA NA NA NA
## checkin_info.10-4 checkin_info.9-4 checkin_info.7-4 checkin_info.18-2
## 1 NA NA NA NA
## 2 NA NA NA NA
## 3 NA NA NA NA
## 4 1 3 NA NA
## 5 1 1 1 1
## checkin_info.16-1 checkin_info.19-2 checkin_info.12-3 checkin_info.10-6
## 1 NA NA NA NA
## 2 NA NA NA NA
## 3 NA NA NA NA
## 4 NA NA NA NA
## 5 1 1 1 2
## type business_id
## 1 checkin mVHrayjG3uZ_RLHkLj-AMg
## 2 checkin cE27W9VPgO88Qxe4ol6y_g
## 3 checkin wJr6kSA5dchdgOdwH6dZ2w
## 4 checkin KayYbHCt-RkbGcPdGOThNg
## 5 checkin yXuao0pFz1AxB21vJjDf5w