Table:
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1
University
Country
Rank
New Students Enrollment
Major
Required Score
Graduation Rate
Male to Female Ratio
2
Harvard Univ USA
United States
1
10
Philosophy
90
99.90%
5:06
3
Massachusetts Inst Tech (MIT) USA
United States
5
20
Aesthetics
90
99.80%
7:08
4
Univ Cambridge UK
United Kingdom
3
9
Science of Religion
85
99.99%
2:03
5
Univ Oxford UK
United Kingdom
2
5
World Economics
88
99.97%
4:05
6
Beijing University
China
9
30
Finance
86
99.88%
4:07
7
Tsinghua University
China
11
25
Statistics
82
99.86%
7:01
8
The Central University of Finance and Economics
China
20
100
Science of Law
80
99.78%
6:03
9
Fudan University
China
15
60
International Politics
83
99.98%
9:08
10
Huazhong University of Science and Technology
China
88
70
Sociology
82
99.98%
3:04
11
Kyoto Univ Japan
Japan
90
20
Basic Psychology
70
99.99%
6:04
12
Osaka Univ Japan
Japan
108
35
Chinese Literature
72
99.99%
7:09
13
Univ Toronto Canada
Canada
56
40
English Language and Literature
86
99.68%
8:05
14
Univ British Columbia Canada
Canada
79
60
Communication
88
99.58%
8:03
15
Univ Utrecht Netherlands
Nederland
65
8
Art
90
99.98%
1:09
16
Univ Paris 06 France 
France
32
6
Music
91
99.90%
6:09
17
Univ Paris 11 France
France
47
3
Film
86
99.89%
5:02
18
Moscow State Univ Russia
Russia
26
20
History
75
99.98%
7:02
19
Univ Freiburg Germany
Germany
55
23
Dance
83
99.78%
8:06
20
Univ Oslo Norway
Norway
120
50
Archaeology and Museology
60
99.99%
7:03

Questions and formulas:
Question: list the male to female ratio of sociology
Formula: UNIQUE(CHOOSECOLS(FILTER(A1:H1,E1="sociology"),8))
Formula2: UNIQUE(CHOOSECOLS(FILTER(A2:H20,E2:E20="sociology"),8))
Level: medium
Question: list male to female ratio of each university in UK
Formula: LET(query1,FILTER(A1:H1,B1="united kingdom"),UNIQUE(CHOOSECOLS(query1,8,1)))
Formula2: LET(query1,FILTER(A2:H20,B2:B20="united kingdom"),UNIQUE(CHOOSECOLS(query1,8,1)))
Level: hard
Question: list graduation rate which is equal to 99.80% or higher than 99.80%
Formula: FILTER(A1:H1, G1>0.998)
Formula2: FILTER(A2:H20, G2:G20>0.998)
Level: easy
Question: show the male to female ratio of world economics
Formula: UNIQUE(CHOOSECOLS(FILTER(A1:H1,E1="world economics"),8))
Formula2: UNIQUE(CHOOSECOLS(FILTER(A2:H20,E2:E20="world economics"),8))
Level: medium
Question: show the major that university is in Japan, required score is 72 and graduation rate is 99.99%
Formula: LET(query1,LET(query1,FILTER(A1:H1,(B1="japan")*(G1=0.9999)),SUMMARIZE(HSTACK(CHOOSECOLS(query1,5,1)),SUMX(CHOOSECOLS(query1,6)))),FILTER(query1,CHOOSECOLS(query1,3)=72))
Formula2: LET(query1,LET(query1,FILTER(A2:H20,(B2:B20="japan")*(G2:G20=0.9999)),SUMMARIZE(HSTACK(CHOOSECOLS(query1,5,1)),SUMX(CHOOSECOLS(query1,6)))),FILTER(query1,CHOOSECOLS(query1,3)=72))
Level: hard
Question: the maximum required score >75 and the graduation rate <= 99.8% in majors. 
Formula: LET(query1,LET(query1,FILTER(A1:H1,G1<=0.998),SUMMARIZE(CHOOSECOLS(query1,5),MAXX(CHOOSECOLS(query1,6)))),FILTER(query1,CHOOSECOLS(query1,2)>75))
Formula2: LET(query1,LET(query1,FILTER(A2:H20,G2:G20<=0.998),SUMMARIZE(CHOOSECOLS(query1,5),MAXX(CHOOSECOLS(query1,6)))),FILTER(query1,CHOOSECOLS(query1,2)>75))
Level: hard
Question: the maximum required score >75 and the graduation rate <= 99.8% in majors. 
Formula: LET(query1,LET(query1,FILTER(A1:H1,G1<=0.998),SUMMARIZE(CHOOSECOLS(query1,5),MAXX(CHOOSECOLS(query1,6)))),FILTER(query1,CHOOSECOLS(query1,2)>75))
Formula2: LET(query1,LET(query1,FILTER(A2:H20,G2:G20<=0.998),SUMMARIZE(CHOOSECOLS(query1,5),MAXX(CHOOSECOLS(query1,6)))),FILTER(query1,CHOOSECOLS(query1,2)>75))
Level: hard
Question: the maximum required score >75 and the graduation rate <= 99.8% in majors. 
Formula: LET(query1,LET(query1,FILTER(A1:H1,G1<=0.998),SUMMARIZE(CHOOSECOLS(query1,5),MAXX(CHOOSECOLS(query1,6)))),FILTER(query1,CHOOSECOLS(query1,2)>75))
Formula2: LET(query1,LET(query1,FILTER(A2:H20,G2:G20<=0.998),SUMMARIZE(CHOOSECOLS(query1,5),MAXX(CHOOSECOLS(query1,6)))),FILTER(query1,CHOOSECOLS(query1,2)>75))
Level: hard
Question: the maximum required score >75 and the graduation rate <= 99.8% in majors. 
Formula: LET(query1,LET(query1,FILTER(A1:H1,G1<=0.998),SUMMARIZE(CHOOSECOLS(query1,5),MAXX(CHOOSECOLS(query1,6)))),FILTER(query1,CHOOSECOLS(query1,2)>75))
Formula2: LET(query1,LET(query1,FILTER(A2:H20,G2:G20<=0.998),SUMMARIZE(CHOOSECOLS(query1,5),MAXX(CHOOSECOLS(query1,6)))),FILTER(query1,CHOOSECOLS(query1,2)>75))
Level: hard
Question: Any graduation rate with a rank over 0.998?
Formula: AVERAGE(FILTER(G1, C1>0.998))
Formula2: AVERAGE(FILTER(G2:G20, C2:C20>0.998))
Level: easy
Question: What is the graduation rate of Fudan University?
Formula: AVERAGEIFS(G1,A1,"fudan university")
Formula2: AVERAGEIFS(G2:G20,A2:A20,"fudan university")
Level: easy
Question: Does Japan have any universities or majors requiring a score of 72 with a graduation rate 99.99%?
Formula: LET(query1,LET(query1,FILTER(A1:H1,(B1="japan")*(G1=0.9999)),SUMMARIZE(HSTACK(CHOOSECOLS(query1,1,5)),SUMX(CHOOSECOLS(query1,6)))),FILTER(query1,CHOOSECOLS(query1,3)=72))
Formula2: LET(query1,LET(query1,FILTER(A2:H20,(B2:B20="japan")*(G2:G20=0.9999)),SUMMARIZE(HSTACK(CHOOSECOLS(query1,1,5)),SUMX(CHOOSECOLS(query1,6)))),FILTER(query1,CHOOSECOLS(query1,3)=72))
Level: hard
Question: What is the male to female ratio in the major of sociology?
Formula: UNIQUE(CHOOSECOLS(FILTER(A1:H1,E1="sociology"),8))
Formula2: UNIQUE(CHOOSECOLS(FILTER(A2:H20,E2:E20="sociology"),8))
Level: medium
Question: The majors with a graduation rate less than or equal to 99.8% and which have a minimum required score of 75.
Formula: LET(query1,LET(query1,FILTER(A1:H1,G1<=0.998),SUMMARIZE(CHOOSECOLS(query1,5),MINX(CHOOSECOLS(query1,6)))),FILTER(query1,CHOOSECOLS(query1,2)=75))
Formula2: LET(query1,LET(query1,FILTER(A2:H20,G2:G20<=0.998),SUMMARIZE(CHOOSECOLS(query1,5),MINX(CHOOSECOLS(query1,6)))),FILTER(query1,CHOOSECOLS(query1,2)=75))
Level: hard
Question: Table when rank is 108
Formula: FILTER(A1:H1, C1=108)
Formula2: FILTER(A2:H20, C2:C20=108)
Level: easy
Question: Table where rank is <= 47.
Formula: FILTER(A1:H1, C1<=47)
Formula2: FILTER(A2:H20, C2:C20<=47)
Level: easy
Question: Data for dance majors
Formula: FILTER(A1:H1, E1="Dance")
Formula2: FILTER(A2:H20, E2:E20="Dance")
Level: easy
Question: Graduation rates from lowest to highest in different countries and universities.
Formula: SORT(SUMMARIZE(HSTACK(B1,A1),AVERAGEX(G1)), 3, 1)
Formula2: SORT(SUMMARIZE(HSTACK(B2:B20,A2:A20),AVERAGEX(G2:G20)), 3, 1)
Level: hard
Question: Does Japan have any university or major requiring a 72 score with a graduation rate 99.99%?
Formula: LET(query1,LET(query1,FILTER(A1:H1,(B1="japan")*(G1=0.9999)),SUMMARIZE(HSTACK(CHOOSECOLS(query1,1,5)),SUMX(CHOOSECOLS(query1,6)))),FILTER(query1,CHOOSECOLS(query1,3)=72))
Formula2: LET(query1,LET(query1,FILTER(A2:H20,(B2:B20="japan")*(G2:G20=0.9999)),SUMMARIZE(HSTACK(CHOOSECOLS(query1,1,5)),SUMX(CHOOSECOLS(query1,6)))),FILTER(query1,CHOOSECOLS(query1,3)=72))
Level: hard
Question: What is the male to female ratio of sociology?
Formula: UNIQUE(CHOOSECOLS(FILTER(A1:H1,E1="sociology"),8))
Formula2: UNIQUE(CHOOSECOLS(FILTER(A2:H20,E2:E20="sociology"),8))
Level: medium
Question: The table when the rank is 108.
Formula: FILTER(A1:H1, C1=108)
Formula2: FILTER(A2:H20, C2:C20=108)
Level: easy
Question: Table about dance major
Formula: FILTER(A1:H1, E1="Dance")
Formula2: FILTER(A2:H20, E2:E20="Dance")
Level: easy
Question: Graduation rates from the bottom to the top in different countries and universities.
Formula: SORT(SUMMARIZE(HSTACK(B1,A1),AVERAGEX(G1)), 3, 1)
Formula2: SORT(SUMMARIZE(HSTACK(B2:B20,A2:A20),AVERAGEX(G2:G20)), 3, 1)
Level: hard
Question: Required scores by graduation rates from highest to lowest.
Formula: SORT(HSTACK(AVERAGE(G1), SUM(F1)), 1, -1)
Formula2: SORT(HSTACK(AVERAGE(G2:G20), SUM(F2:F20)), 1, -1)
Level: hard
Question: Required scores by graduation rates from the highest to the lowest.
Formula: SORT(HSTACK(AVERAGE(G1), SUM(F1)), 1, -1)
Formula2: SORT(HSTACK(AVERAGE(G2:G20), SUM(F2:F20)), 1, -1)
Level: hard
Question: the maximum required score >75 and the graduation rate <= 99.8% in majors. 
Formula: LET(query1,LET(query1,FILTER(A1:H1,G1<=0.998),SUMMARIZE(CHOOSECOLS(query1,5),MAXX(CHOOSECOLS(query1,6)))),FILTER(query1,CHOOSECOLS(query1,2)>75))
Formula2: LET(query1,LET(query1,FILTER(A2:H20,G2:G20<=0.998),SUMMARIZE(CHOOSECOLS(query1,5),MAXX(CHOOSECOLS(query1,6)))),FILTER(query1,CHOOSECOLS(query1,2)>75))
Level: hard
Question: lowest Average required score country
Formula: TAKE(SORT(SUMMARIZE(B1,AVERAGEX(F1)), 2, 1), 1)
Formula2: TAKE(SORT(SUMMARIZE(B2:B20,AVERAGEX(F2:F20)), 2, 1), 1)
Level: hard
Question: country with the lowest mean required score.
Formula: TAKE(SORT(SUMMARIZE(B1,AVERAGEX(F1)), 2, 1), 1)
Formula2: TAKE(SORT(SUMMARIZE(B2:B20,AVERAGEX(F2:F20)), 2, 1), 1)
Level: hard
Question: 2 highest median rank countries
Formula: TAKE(SORT(SUMMARIZE(B1,MEDIANX(C1)), 2, 1), 2)
Formula2: TAKE(SORT(SUMMARIZE(B2:B20,MEDIANX(C2:C20)), 2, 1), 2)
Level: hard
Question: 2 countries having the highest median ranks.
Formula: TAKE(SORT(SUMMARIZE(B1,MEDIANX(C1)), 2, 1), 2)
Formula2: TAKE(SORT(SUMMARIZE(B2:B20,MEDIANX(C2:C20)), 2, 1), 2)
Level: hard
Question: 2 lowest median rank majors.
Formula: TAKE(SORT(SUMMARIZE(E1,MEDIANX(C1)), 2, -1), 2)
Formula2: TAKE(SORT(SUMMARIZE(E2:E20,MEDIANX(C2:C20)), 2, -1), 2)
Level: hard
Question: show me 2 majors which have the lowest median ranks.
Formula: TAKE(SORT(SUMMARIZE(E1,MEDIANX(C1)), 2, -1), 2)
Formula2: TAKE(SORT(SUMMARIZE(E2:E20,MEDIANX(C2:C20)), 2, -1), 2)
Level: hard
Question: highest graduation rate university?
Formula: TAKE(SORT(SUMMARIZE(A1,AVERAGEX(G1)), 2, -1), 1)
Formula2: TAKE(SORT(SUMMARIZE(A2:A20,AVERAGEX(G2:G20)), 2, -1), 1)
Level: hard
Question: which university has the highest graduation rate?
Formula: TAKE(SORT(SUMMARIZE(A1,AVERAGEX(G1)), 2, -1), 1)
Formula2: TAKE(SORT(SUMMARIZE(A2:A20,AVERAGEX(G2:G20)), 2, -1), 1)
Level: hard
Question: Top 2 total score required universities
Formula: TAKE(SORT(SUMMARIZE(A1,SUMX(F1)), 2, -1), 2)
Formula2: TAKE(SORT(SUMMARIZE(A2:A20,SUMX(F2:F20)), 2, -1), 2)
Level: hard
Question: Top 2 universities by total scores required.
Formula: TAKE(SORT(SUMMARIZE(A1,SUMX(F1)), 2, -1), 2)
Formula2: TAKE(SORT(SUMMARIZE(A2:A20,SUMX(F2:F20)), 2, -1), 2)
Level: hard
Question: 2 highest university ranking countries
Formula: TAKE(SORT(SUMMARIZE(HSTACK(B1,A1),SUMX(C1)), 3, 1), 2)
Formula2: TAKE(SORT(SUMMARIZE(HSTACK(B2:B20,A2:A20),SUMX(C2:C20)), 3, 1), 2)
Level: hard
Question: 2 countries having highest university ranks.
Formula: TAKE(SORT(SUMMARIZE(HSTACK(B1,A1),SUMX(C1)), 3, 1), 2)
Formula2: TAKE(SORT(SUMMARIZE(HSTACK(B2:B20,A2:A20),SUMX(C2:C20)), 3, 1), 2)
Level: hard
Question: Top 3 required score universities
Formula: TAKE(SORT(SUMMARIZE(A1,SUMX(F1)), 2, -1), 3)
Formula2: TAKE(SORT(SUMMARIZE(A2:A20,SUMX(F2:F20)), 2, -1), 3)
Level: hard
Question: Top 3 universities by required score.
Formula: TAKE(SORT(SUMMARIZE(A1,SUMX(F1)), 2, -1), 3)
Formula2: TAKE(SORT(SUMMARIZE(A2:A20,SUMX(F2:F20)), 2, -1), 3)
Level: hard
Question: highest score requiring countries?
Formula: TAKE(SORT(SUMMARIZE(B1,SUMX(F1)), 2, -1), 1)
Formula2: TAKE(SORT(SUMMARIZE(B2:B20,SUMX(F2:F20)), 2, -1), 1)
Level: hard
Question: Which 3 countries require highest scores?
Formula: TAKE(SORT(SUMMARIZE(B1,SUMX(F1)), 2, -1), 3)
Formula2: TAKE(SORT(SUMMARIZE(B2:B20,SUMX(F2:F20)), 2, -1), 3)
Level: hard
Question: Bottom 2 countries.
Formula: TAKE(SORT(SUMMARIZE(B1,SUMX(C1)), 2, -1), 2)
Formula2: TAKE(SORT(SUMMARIZE(B2:B20,SUMX(C2:C20)), 2, -1), 2)
Level: hard
Question: Japan appearances?
Formula: FILTER(A1:H1, B1="japan")
Formula2: FILTER(A2:H20, B2:B20="japan")
Level: easy
Question: How many times does Japan appear?
Formula: ROWS(FILTER(A1:H1, B1="Japan"))
Formula2: ROWS(FILTER(A2:H20, B2:B20="Japan"))
Level: easy
Question: How many universities offer aesthetics as a major?
Formula: ROWS(UNIQUE(FILTER(A1, E1="aesthetics")))
Formula2: ROWS(UNIQUE(FILTER(A2:A20, E2:E20="aesthetics")))
Level: medium
Question: How many universities have aesthetics majors?
Formula: ROWS(UNIQUE(FILTER(A1, E1="aesthetics")))
Formula2: ROWS(UNIQUE(FILTER(A2:A20, E2:E20="aesthetics")))
Level: medium
Question: Which countries were mentioned more than 28 times in this table?
Formula: LET(query1,SUMMARIZE(B1,COUNTX(B1)),FILTER(query1,CHOOSECOLS(query1,2)>28))
Formula2: LET(query1,SUMMARIZE(B2:B20,COUNTX(B2:B20)),FILTER(query1,CHOOSECOLS(query1,2)>28))
Level: hard
Question: Countries count
Formula: ROWS(UNIQUE(B1))
Formula2: ROWS(UNIQUE(B2:B20))
Level: easy
Question: How many countries involved?
Formula: ROWS(UNIQUE(B1))
Formula2: ROWS(UNIQUE(B2:B20))
Level: easy
Question: How many universities in the table?
Formula: ROWS(UNIQUE(A1))
Formula2: ROWS(UNIQUE(A2:A20))
Level: easy
Question: All info about enrollment majors and countries in the table.
Formula: UNIQUE(HSTACK(B1,E1))
Formula2: UNIQUE(HSTACK(B2:B20,E2:E20))
Level: easy
Question: Each country's respective number of universities. 
Formula: SUMMARIZE(B1,DCOUNTX(A1))
Formula2: SUMMARIZE(B2:B20,DCOUNTX(A2:A20))
Level: easy
Question: How many universities does each country have?
Formula: SUMMARIZE(B1,DCOUNTX(A1))
Formula2: SUMMARIZE(B2:B20,DCOUNTX(A2:A20))
Level: easy
Question: How many different universities are there?
Formula: ROWS(UNIQUE(A1))
Formula2: ROWS(UNIQUE(A2:A20))
Level: easy