On our AWS instance (Bar-Beer-Drinker) you will find is REAL data from Trip Advisor, from my home town of Gdansk, Poland. It shows rankings of top 60 restaurants in Gdansk, their scores (average number of stars awarded by reviewers etc.
Below, we explain the meaning of individual columns:
Restaurant (name)
Rank (how it was ranked by Trip Advisor, it is not known what their ranking function is!, it is NOT just SCORE, for sure)
Score (average stars awarded by reviewers)
User_Name - name of the reviewer/alias
Review_Stars - How many stars did this reviewer give to this restaurant
Review_Date - The date of the review
User_Reviews - Total number of reviews this reviewer gave over his/her history of reviewing for hotels/resturants etc
User_Restaurant_Reviews - Same but just for restaurants
User_Helpful - How many of the user reviews were marked as helpful by other reviewers
1. For each restaurant, how many 3-star reviews did each get? List these restaurants in tripadvisor rank order from top to bottom.
2. Find average score of top 10 restaurants and compare it with average score of the bottom 10 restaurants according to trip advisor ranking.
Data has around 6,000+ tuples. If you want to do some joins and they take too long feel free to restrict your findings only to a subset to say, top 30 restaurants to reduce the size of data.
RESTAURANT
RANK
SCORE
USER_NAME
REVIEW_STARS
REVIEW_DATE
USER_REVIEWS
USER_RESTAURANT_REVIEWS
USER_HELPFUL_VOTES
Ritz Restaurant
1
4.5
Iain U
5
11/12/2015
60
33
29
Ritz Restaurant
1
4.5
Darius S
5
11/12/2015
2
4
Ritz Restaurant
1
4.5
Jonathan A
5
11/5/2015
4
3
3
Ritz Restaurant
1
4.5
Juliesamari
5
11/5/2015
39
23
14
Ritz Restaurant
1
4.5
Novajane
5
11/5/2015
6
6
3
Ritz Restaurant
1
4.5
Jeanettehaga
5
11/5/2015
3
1
Ritz Restaurant
1
4.5
Knut Marius S
5
11/5/2015
8
7
3
Ritz Restaurant
1
4.5
malcjones
5
10/29/2015
12
4
25
Ritz Restaurant
1
4.5
Dai S
5
10/29/2015
39
21
15
Ritz Restaurant
1
4.5
Unni S
5
10/29/2015
2
3
Ritz Restaurant
1
4.5
Corniglia123
5
10/29/2015
2
2
Ritz Restaurant
1
4.5
Jakub P
5
10/22/2015
7
7
15
Ritz Restaurant
1
4.5
Tori K
5
10/22/2015
67
51
46
Ritz Restaurant
1
4.5
j0annaa2015
5
10/22/2015
1
8
