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Stanford CRFM 74

toxicology

On average how many carcinogenic molecules are single bonded?

carcinogenic molecules refers to label = '+'; single-bonded refers to bond_type = '-'; average = DIVIDE(SUM(bond_type = '-'), COUNT(atom_id))

SELECT AVG(single_bond_count) FROM (SELECT T3.molecule_id, COUNT(T1.bond_type) AS single_bond_count FROM bond AS T1 INNER JOIN atom AS T2 ON T1.molecule_id = T2.molecule_id INNER JOIN molecule AS T3 ON T3.molecule_id = T2.molecule_id WHERE T1.bond_type = '-' AND T3.label = '+' GROUP BY T3.molecule_id) AS subquery

challenging

toxicology

Find the triple-bonded molecules which are carcinogenic.

triple-bonded molecules refers to bond_type = '#'; carcinogenic refers to label = '+'

SELECT DISTINCT T2.molecule_id FROM bond AS T1 INNER JOIN molecule AS T2 ON T1.molecule_id = T2.molecule_id WHERE T1.bond_type = '#' AND T2.label = '+'

simple

toxicology

What is the percentage of carbon in double-bond molecules?

carbon refers to element = 'c'; double-bond molecules refers to bond_type = '='; percentage = DIVIDE(SUM(element = 'c'), COUNT(atom_id))

SELECT CAST(COUNT(DISTINCT CASE WHEN T1.element = 'c' THEN T1.atom_id ELSE NULL END) AS REAL) * 100 / COUNT(DISTINCT T1.atom_id) FROM atom AS T1 INNER JOIN bond AS T2 ON T1.molecule_id = T2.molecule_id WHERE T2.bond_type = '='

moderate

toxicology

What elements are in the TR004_8_9 bond atoms?

TR004_8_9 bond atoms refers to bond_id = 'TR004_8_9';

SELECT DISTINCT T1.element FROM atom AS T1 INNER JOIN connected AS T2 ON T1.atom_id = T2.atom_id WHERE T2.bond_id = 'TR004_8_9'

challenging

toxicology

What elements are in a double type bond?

double type bond refers to bond_type = '=';

SELECT DISTINCT T1.element FROM atom AS T1 INNER JOIN bond AS T2 ON T1.molecule_id = T2.molecule_id INNER JOIN connected AS T3 ON T1.atom_id = T3.atom_id WHERE T2.bond_type = '='

challenging

toxicology

Which type of label is the most numerous in atoms with hydrogen?

with hydrogen refers to element = 'h'; label most numerous in atoms refers to MAX(COUNT(label));

SELECT T.label FROM ( SELECT T2.label, COUNT(T2.molecule_id) FROM atom AS T1 INNER JOIN molecule AS T2 ON T1.molecule_id = T2.molecule_id WHERE T1.element = 'h' GROUP BY T2.label ORDER BY COUNT(T2.molecule_id) DESC LIMIT 1 ) t

moderate

toxicology

Which element is the least numerous in non-carcinogenic molecules?

label = '-' means molecules are non-carcinogenic; least numerous refers to MIN(COUNT(element));

SELECT T.element FROM (SELECT T1.element, COUNT(DISTINCT T1.molecule_id) FROM atom AS T1 INNER JOIN molecule AS T2 ON T1.molecule_id = T2.molecule_id WHERE T2.label = '-' GROUP BY T1.element ORDER BY COUNT(DISTINCT T1.molecule_id) ASC LIMIT 1) t

challenging

toxicology

What type of bond is there between the atoms TR004_8 and TR004_20?

type of bond refers to bond_type; between the atoms TR004_8 and TR004_20 refers to atom_id = 'TR004_8' AND atom_id2 = 'TR004_20' OR another way around

SELECT T1.bond_type FROM bond AS T1 INNER JOIN connected AS T2 ON T1.bond_id = T2.bond_id WHERE T2.atom_id = 'TR004_8' AND T2.atom_id2 = 'TR004_20' OR T2.atom_id2 = 'TR004_8' AND T2.atom_id = 'TR004_20'

moderate

toxicology

How many atoms with iodine and with sulfur type elements are there in single bond molecules?

with iodine element refer to element = 'i'; with sulfur element refers to element = 's'; single type bond refers to bond_type = '-'; Should consider the distinct atoms when counting;

SELECT COUNT(DISTINCT CASE WHEN T1.element = 'i' THEN T1.atom_id ELSE NULL END) AS iodine_nums , COUNT(DISTINCT CASE WHEN T1.element = 's' THEN T1.atom_id ELSE NULL END) AS sulfur_nums FROM atom AS T1 INNER JOIN connected AS T2 ON T1.atom_id = T2.atom_id INNER JOIN bond AS T3 ON T2.bond_id = T3.bond_id WHERE T3.bond_type = '-'

challenging

toxicology

What percentage of carcinogenic-type molecules does not contain fluorine?

label = '+' mean molecules are carcinogenic; contain fluorine refers to element = 'f'; percentage = DIVIDE(SUM(element = 'f') * 100, COUNT(molecule_id)) where label = '+'; Should consider the distinct atoms when counting;

SELECT CAST(COUNT(DISTINCT CASE WHEN T1.element <> 'f' THEN T2.molecule_id ELSE NULL END) AS REAL) * 100 / COUNT(DISTINCT T2.molecule_id) FROM atom AS T1 INNER JOIN molecule AS T2 ON T1.molecule_id = T2.molecule_id WHERE T2.label = '+'

challenging

toxicology

What is the percentage of carcinogenic molecules in triple type bonds?

label = '+' mean molecules are carcinogenic; triple bond refers to bond_type = '#'; percentage = DIVIDE(SUM(bond_type = '#') * 100, COUNT(bond_id)) as percent where label = '+'

SELECT CAST(COUNT(DISTINCT CASE WHEN T2.label = '+' THEN T2.molecule_id ELSE NULL END) AS REAL) * 100 / COUNT(DISTINCT T2.molecule_id) FROM atom AS T1 INNER JOIN molecule AS T2 ON T1.molecule_id = T2.molecule_id INNER JOIN bond AS T3 ON T2.molecule_id = T3.molecule_id WHERE T3.bond_type = '#'

challenging

toxicology

Please list top three elements of the toxicology of the molecule TR000 in alphabetical order.

TR000 is the molecule id;

SELECT DISTINCT T.element FROM atom AS T WHERE T.molecule_id = 'TR000' ORDER BY T.element LIMIT 3

challenging

toxicology

What is the percentage of double bonds in the molecule TR008? Please provide your answer as a percentage with five decimal places.

double bond refers to bond_type = '='; TR008 is the molecule id; percentage = DIVIDE(SUM(bond_type = '='), COUNT(bond_id)) as percent where molecule_id = 'TR008'

SELECT ROUND(CAST(COUNT(CASE WHEN T.bond_type = '=' THEN T.bond_id ELSE NULL END) AS REAL) * 100 / COUNT(T.bond_id),5) FROM bond AS T WHERE T.molecule_id = 'TR008'

moderate

toxicology

What is the percentage of molecules that are carcinogenic? Please provide your answer as a percentage with three decimal places.

label = '+' mean molecules are carcinogenic; percentage = DIVIDE(SUM(label = '+'), COUNT(molecule_id)) as percent

SELECT ROUND(CAST(COUNT(CASE WHEN T.label = '+' THEN T.molecule_id ELSE NULL END) AS REAL) * 100 / COUNT(T.molecule_id),3) FROM molecule t

simple

toxicology

How much of the hydrogen in molecule TR206 is accounted for? Please provide your answer as a percentage with four decimal places.

hydrogen refers to element = 'h'; TR206 is the molecule id; percentage = DIVIDE(SUM(element = 'h'), COUNT(atom_id)) as percent where molecule_id = 'TR206'

SELECT ROUND(CAST(COUNT(CASE WHEN T.element = 'h' THEN T.atom_id ELSE NULL END) AS REAL) * 100 / COUNT(T.atom_id),4) FROM atom AS T WHERE T.molecule_id = 'TR206'

moderate

toxicology

What are the elements of the toxicology and label of molecule TR060?

TR060 is the molecule id;

SELECT DISTINCT T1.element, T2.label FROM atom AS T1 INNER JOIN molecule AS T2 ON T1.molecule_id = T2.molecule_id WHERE T2.molecule_id = 'TR060'

challenging

toxicology

Which bond type accounted for the majority of the bonds found in molecule TR010 and state whether or not this molecule is carcinogenic?

TR010 is the molecule id; majority of the bond found refers to MAX(COUNT(bond_type));

SELECT T.bond_type FROM ( SELECT T1.bond_type, COUNT(T1.molecule_id) FROM bond AS T1 WHERE T1.molecule_id = 'TR010' GROUP BY T1.bond_type ORDER BY COUNT(T1.molecule_id) DESC LIMIT 1 ) AS T

challenging

toxicology

Please list top three molecules that have single bonds between two atoms and are not carcinogenic in alphabetical order.

label = '-' means molecules are not carcinogenic; single type bond refers to bond_type = '-'; list top three molecules refers to return molecule_id and order by molecule_id;

SELECT DISTINCT T2.molecule_id FROM bond AS T1 INNER JOIN molecule AS T2 ON T1.molecule_id = T2.molecule_id WHERE T1.bond_type = '-' AND T2.label = '-' ORDER BY T2.molecule_id LIMIT 3

moderate

toxicology

How many bonds which involved atom 12 does molecule TR009 have?

TR009 is the molecule id; involved atom 12 refers to atom_id = 'TR009_12' or atom_id2 = 'TR009_12'

SELECT COUNT(T2.bond_id) FROM bond AS T1 INNER JOIN connected AS T2 ON T1.bond_id = T2.bond_id WHERE T1.molecule_id = 'TR009' AND T2.atom_id = T1.molecule_id || '_1' OR T2.atom_id2 = T1.molecule_id || '_2'

moderate

toxicology

What are the bond type and the atoms of the bond ID of TR001_6_9?

atoms refer to atom_id or atom_id2

SELECT T1.bond_type, T2.atom_id, T2.atom_id2 FROM bond AS T1 INNER JOIN connected AS T2 ON T1.bond_id = T2.bond_id WHERE T2.bond_id = 'TR001_6_9'

moderate

toxicology

How many connections does the atom 19 have?

connections refers to bond_id; atom 19 refers to atom_id like 'TR%_19';

SELECT COUNT(T.bond_id) FROM connected AS T WHERE SUBSTR(T.atom_id, -2) = '19'

simple

toxicology

List all the elements of the toxicology of the molecule "TR004".

TR004 is the molecule id;

SELECT DISTINCT T.element FROM atom AS T WHERE T.molecule_id = 'TR004'

challenging

toxicology

Among all the atoms from 21 to 25, list all the molecules that are carcinogenic.

atoms from 21 to 25 refers to SUBSTR(atom_id, 7, 2) between '21' and '25'; label = '+' mean molecules are carcinogenic

SELECT DISTINCT T2.molecule_id FROM atom AS T1 INNER JOIN molecule AS T2 ON T1.molecule_id = T2.molecule_id WHERE SUBSTR(T1.atom_id, -2) BETWEEN '21' AND '25' AND T2.label = '+'

moderate

toxicology

What are the bonds that have phosphorus and nitrogen as their atom elements?

have phosphorus as atom elements refers to element = 'p'; have nitrogen as atom elements refers to element = 'n'

SELECT T2.bond_id FROM atom AS T1 INNER JOIN connected AS T2 ON T1.atom_id = T2.atom_id WHERE T2.bond_id IN ( SELECT T3.bond_id FROM connected AS T3 INNER JOIN atom AS T4 ON T3.atom_id = T4.atom_id WHERE T4.element = 'p' ) AND T1.element = 'n'

moderate

toxicology

Is the molecule with the most double bonds carcinogenic?

double bond refers to bond_type = ' = '; label = '+' mean molecules are carcinogenic

SELECT T1.label FROM molecule AS T1 INNER JOIN ( SELECT T.molecule_id, COUNT(T.bond_type) FROM bond AS T WHERE T.bond_type = '=' GROUP BY T.molecule_id ORDER BY COUNT(T.bond_type) DESC LIMIT 1 ) AS T2 ON T1.molecule_id = T2.molecule_id

moderate

toxicology

What is the average number of bonds the atoms with the element iodine have?

atoms with the element iodine refers to element = 'i'; average = DIVIDE(COUND(bond_id), COUNT(atom_id)) where element = 'i'

SELECT CAST(COUNT(T2.bond_id) AS REAL) / COUNT(T1.atom_id) FROM atom AS T1 INNER JOIN connected AS T2 ON T1.atom_id = T2.atom_id WHERE T1.element = 'i'

moderate

toxicology

List all the elements of atoms that can not bond with any other atoms.

atoms cannot bond with other atoms means atom_id NOT in connected table;

SELECT DISTINCT T.element FROM atom AS T WHERE T.element NOT IN ( SELECT DISTINCT T1.element FROM atom AS T1 INNER JOIN connected AS T2 ON T1.atom_id = T2.atom_id )

challenging

toxicology

What are the atoms of the triple bond with the molecule "TR041"?

TR041 is the molecule id; triple bond refers to bond_type = '#';

SELECT T2.atom_id, T2.atom_id2 FROM atom AS T1 INNER JOIN connected AS T2 ON T1.atom_id = T2.atom_id INNER JOIN bond AS T3 ON T2.bond_id = T3.bond_id WHERE T3.bond_type = '#' AND T3.molecule_id = 'TR041'

simple

toxicology

What are the elements of the atoms of TR144_8_19?

TR144_8_19 is the bond id;

SELECT T2.element FROM connected AS T1 INNER JOIN atom AS T2 ON T1.atom_id = T2.atom_id WHERE T1.bond_id = 'TR144_8_19'

challenging

toxicology

List the elements of all the triple bonds.

triple bond refers to bond_type = '#';

SELECT DISTINCT T3.element FROM bond AS T1 INNER JOIN connected AS T2 ON T1.bond_id = T2.bond_id INNER JOIN atom AS T3 ON T2.atom_id = T3.atom_id WHERE T1.bond_type = '#'

challenging

toxicology

What proportion of single bonds are carcinogenic? Please provide your answer as a percentage with five decimal places.

single bond refers to bond_type = '-'; label = '+' mean molecules are carcinogenic; proportion = DIVIDE(SUM(label = '+') * 100, COUNT(bond_id)) where bond_type = '-'

SELECT ROUND(CAST(COUNT(CASE WHEN T2.label = '+' THEN T1.bond_id ELSE NULL END) AS REAL) * 100 / COUNT(T1.bond_id),5) FROM bond AS T1 INNER JOIN molecule AS T2 ON T1.molecule_id = T2.molecule_id WHERE T1.bond_type = '-'

moderate

toxicology

Calculate the total atoms with triple-bond molecules containing the element phosphorus or bromine.

triple bond refers to bond_type = '#'; phosphorus refers to element = 'p'; bromine refers to element = 'br'

SELECT COUNT(T1.atom_id) FROM atom AS T1 INNER JOIN molecule AS T2 ON T1.molecule_id = T2.molecule_id INNER JOIN bond AS T3 ON T2.molecule_id = T3.molecule_id WHERE T3.bond_type = '#' AND T1.element IN ('p', 'br')

moderate

toxicology

What is the composition of element chlorine in percentage among the single bond molecules?

element chlorine refers to element = 'cl'; single bond refers to bond_type = '-'; percentage = DIVIDE(SUM(element = 'cl'), COUNT(atom_id)) as percent where bond_type = '-'

SELECT CAST(COUNT(CASE WHEN T.element = 'cl' THEN T.atom_id ELSE NULL END) AS REAL) * 100 / COUNT(T.atom_id) FROM ( SELECT T1.atom_id, T1.element FROM atom AS T1 INNER JOIN molecule AS T2 ON T1.molecule_id = T2.molecule_id INNER JOIN bond AS T3 ON T2.molecule_id = T3.molecule_id WHERE T3.bond_type = '-' ) AS T

challenging

toxicology

What are the elements for bond id TR001_10_11?

TR001_10_11 is the bond id;

SELECT T2.element FROM connected AS T1 INNER JOIN atom AS T2 ON T1.atom_id = T2.atom_id WHERE T1.bond_id = 'TR001_10_11'

challenging

toxicology

What is the percentage of element chlorine in carcinogenic molecules?

chlorine refers to element = 'cl'; label = '+' mean molecules are carcinogenic; percentage = DIVIDE(SUM(element = 'pb'); COUNT(molecule_id)) as percentage where label = '+'

SELECT CAST(COUNT( CASE WHEN T1.element = 'cl' THEN T1.element ELSE NULL END) AS REAL) * 100 / COUNT(T1.element) FROM atom AS T1 INNER JOIN molecule AS T2 ON T1.molecule_id = T2.molecule_id WHERE T2.label = '+'

moderate

toxicology

Tally the toxicology element of the 4th atom of each molecule that was carcinogenic.

label = '+' means molecules are carcinogenic; 4th atom of each molecule refers to substr(atom_id, 7, 1) = '4';

SELECT DISTINCT T1.element FROM atom AS T1 INNER JOIN molecule AS T2 ON T1.molecule_id = T2.molecule_id WHERE T2.label = '+' AND SUBSTR(T1.atom_id, -1) = '4' AND LENGTH(T1.atom_id) = 7

challenging

toxicology

What is the ratio of Hydrogen elements in molecule ID TR006? List the ratio with its label.

hydrogen refers to element = 'h'; ratio = DIVIDE(SUM(element = 'h'), count(element)) where molecule_id = 'TR006' ; label = '+' mean molecules are carcinogenic; label = '-' means molecules are non-carcinogenic

WITH SubQuery AS (SELECT DISTINCT T1.atom_id, T1.element, T1.molecule_id, T2.label FROM atom AS T1 INNER JOIN molecule AS T2 ON T1.molecule_id = T2.molecule_id WHERE T2.molecule_id = 'TR006') SELECT CAST(COUNT(CASE WHEN element = 'h' THEN atom_id ELSE NULL END) AS REAL) / (CASE WHEN COUNT(atom_id) = 0 THEN NULL ELSE COUNT(atom_id) END) AS ratio, label FROM SubQuery GROUP BY label

challenging

toxicology

Which non-carcinogenic molecules consisted more than 5 atoms?

label = '-' means molecules are non-carcinogenic; molecules consisted more than 5 atoms refers to COUNT(molecule_id) > 5

SELECT T.molecule_id FROM ( SELECT T1.molecule_id, COUNT(T2.atom_id) FROM molecule AS T1 INNER JOIN atom AS T2 ON T1.molecule_id = T2.molecule_id WHERE T1.label = '-' GROUP BY T1.molecule_id HAVING COUNT(T2.atom_id) > 5 ) t

moderate

california_schools

How many schools with an average score in Math greater than 400 in the SAT test are exclusively virtual?

Exclusively virtual refers to Virtual = 'F'

SELECT COUNT(DISTINCT T2.School) FROM satscores AS T1 INNER JOIN schools AS T2 ON T1.cds = T2.CDSCode WHERE T2.Virtual = 'F' AND T1.AvgScrMath > 400

simple

california_schools

Please list the codes of the schools with a total enrollment of over 500.

Total enrollment can be represented by `Enrollment (K-12)` + `Enrollment (Ages 5-17)`

SELECT T2.CDSCode FROM schools AS T1 INNER JOIN frpm AS T2 ON T1.CDSCode = T2.CDSCode WHERE T2.`Enrollment (K-12)` + T2.`Enrollment (Ages 5-17)` > 500

simple

california_schools

Among the schools with an SAT excellence rate of over 0.3, what is the highest eligible free rate for students aged 5-17?

Excellence rate = NumGE1500 / NumTstTakr; Eligible free rates for students aged 5-17 = `Free Meal Count (Ages 5-17)` / `Enrollment (Ages 5-17)`

SELECT MAX(CAST(T1.`Free Meal Count (Ages 5-17)` AS REAL) / T1.`Enrollment (Ages 5-17)`) FROM frpm AS T1 INNER JOIN satscores AS T2 ON T1.CDSCode = T2.cds WHERE CAST(T2.NumGE1500 AS REAL) / T2.NumTstTakr > 0.3

moderate

california_schools

Rank schools by their average score in Writing where the score is greater than 499, showing their charter numbers.

Valid charter number means the number is not null

SELECT CharterNum, AvgScrWrite, RANK() OVER (ORDER BY AvgScrWrite DESC) AS WritingScoreRank FROM schools AS T1 INNER JOIN satscores AS T2 ON T1.CDSCode = T2.cds WHERE T2.AvgScrWrite > 499 AND CharterNum is not null

simple

california_schools

List the names of schools with more than 30 difference in enrollements between K-12 and ages 5-17? Please also give the full street adress of the schools.

Diffrence in enrollement = `Enrollment (K-12)` - `Enrollment (Ages 5-17)`

SELECT T1.School, T1.Street FROM schools AS T1 INNER JOIN frpm AS T2 ON T1.CDSCode = T2.CDSCode WHERE T2.`Enrollment (K-12)` - T2.`Enrollment (Ages 5-17)` > 30

moderate

california_schools

Give the names of the schools with the percent eligible for free meals in K-12 is more than 0.1 and test takers whose test score is greater than or equal to 1500?

Percent eligible for free meals = Free Meal Count (K-12) / Total (Enrollment (K-12)

SELECT T2.`School Name` FROM satscores AS T1 INNER JOIN frpm AS T2 ON T1.cds = T2.CDSCode WHERE CAST(T2.`Free Meal Count (K-12)` AS REAL) / T2.`Enrollment (K-12)` > 0.1 AND T1.NumGE1500 > 0

moderate

california_schools

Name schools in Riverside which the average of average math score for SAT is grater than 400, what is the funding type of these schools?

Average of average math = sum(average math scores) / count(schools).

SELECT T1.sname, T2.`Charter Funding Type` FROM satscores AS T1 INNER JOIN frpm AS T2 ON T1.cds = T2.CDSCode WHERE T2.`District Name` LIKE 'Riverside%' GROUP BY T1.sname, T2.`Charter Funding Type` HAVING CAST(SUM(T1.AvgScrMath) AS REAL) / COUNT(T1.cds) > 400

moderate

california_schools

State the names and full communication address of high schools in Monterey which has more than 800 free or reduced price meals for ages 15-17?

Full communication address should include Street, City, State and zip code if any.

SELECT T1.`School Name`, T2.Street, T2.City, T2.State, T2.Zip FROM frpm AS T1 INNER JOIN schools AS T2 ON T1.CDSCode = T2.CDSCode WHERE T2.County = 'Monterey' AND T1.`Free Meal Count (Ages 5-17)` > 800 AND T1.`School Type` = 'High Schools (Public)'

moderate

california_schools

What is the average score in writing for the schools that were opened after 1991 or closed before 2000? List the school names along with the score. Also, list the communication number of the schools if there is any.

Communication number refers to phone number.

SELECT T2.School, T1.AvgScrWrite, T2.Phone FROM schools AS T2 LEFT JOIN satscores AS T1 ON T2.CDSCode = T1.cds WHERE strftime('%Y', T2.OpenDate) > '1991' OR strftime('%Y', T2.ClosedDate) < '2000'

moderate

california_schools

Consider the average difference between K-12 enrollment and 15-17 enrollment of schools that are locally funded, list the names and DOC type of schools which has a difference above this average.

Difference between K-12 enrollment and 15-17 enrollment can be computed by `Enrollment (K-12)` - `Enrollment (Ages 5-17)`

SELECT T2.School, T2.DOC FROM frpm AS T1 INNER JOIN schools AS T2 ON T1.CDSCode = T2.CDSCode WHERE T2.FundingType = 'Locally funded' AND (T1.`Enrollment (K-12)` - T1.`Enrollment (Ages 5-17)`) > (SELECT AVG(T3.`Enrollment (K-12)` - T3.`Enrollment (Ages 5-17)`) FROM frpm AS T3 INNER JOIN schools AS T4 ON T3.CDSCode = T4.CDSCode WHERE T4.FundingType = 'Locally funded')

challenging

california_schools

What is the eligible free rate of the 10th and 11th schools with the highest enrolment for students in grades 1 through 12?

K-12 refers to students in grades 1 through 12; Eligible free rate for K-12 = `Free Meal Count (K-12)` / `Enrollment (K-12)`

SELECT CAST(`Free Meal Count (K-12)` AS REAL) / `Enrollment (K-12)` FROM frpm ORDER BY `Enrollment (K-12)` DESC LIMIT 9, 2

moderate

california_schools

What is the eligible free or reduced price meal rate for the top 5 schools in grades 1-12 with the highest free or reduced price meal count of the schools with the ownership code 66?

grades 1-12 means K-12; Eligible free or reduced price meal rate for K-12 = `FRPM Count (K-12)` / `Enrollment (K-12)`

SELECT CAST(T1.`FRPM Count (K-12)` AS REAL) / T1.`Enrollment (K-12)` FROM frpm AS T1 INNER JOIN schools AS T2 ON T1.CDSCode = T2.CDSCode WHERE T2.SOC = 66 ORDER BY T1.`FRPM Count (K-12)` DESC LIMIT 5

moderate

california_schools

What is the complete address of the school with the lowest excellence rate? Indicate the Street, City, Zip and State.

Execellence Rate = NumGE1500 / NumTstTakr; complete address has Street, City, State, Zip code

SELECT T2.Street, T2.City, T2.State, T2.Zip FROM satscores AS T1 INNER JOIN schools AS T2 ON T1.cds = T2.CDSCode ORDER BY CAST(T1.NumGE1500 AS REAL) / T1.NumTstTakr ASC LIMIT 1

moderate

california_schools

Under whose administration is the school with the highest number of students scoring 1500 or more on the SAT? Indicate their full names.

full name means first name, last name; There are at most 3 administrators for each school; SAT Scores are greater or equal to 1500 refers to NumGE1500

SELECT T2.AdmFName1, T2.AdmLName1, T2.AdmFName2, T2.AdmLName2, T2.AdmFName3, T2.AdmLName3 FROM satscores AS T1 INNER JOIN schools AS T2 ON T1.cds = T2.CDSCode ORDER BY T1.NumGE1500 DESC LIMIT 1

challenging

california_schools

What is the average number of test takers from Fresno schools that opened between 1/1/1980 and 12/31/1980?

between 1/1/1980 and 12/31/1980 means the year = 1980

SELECT AVG(T1.NumTstTakr) FROM satscores AS T1 INNER JOIN schools AS T2 ON T1.cds = T2.CDSCode WHERE strftime('%Y', T2.OpenDate) = '1980' AND T2.County = 'Fresno'

simple

california_schools

What is the telephone number for the school with the lowest average score in reading in Fresno Unified?

Fresno Unified is a name of district;

SELECT T2.Phone FROM satscores AS T1 INNER JOIN schools AS T2 ON T1.cds = T2.CDSCode WHERE T2.District = 'Fresno Unified' AND T1.AvgScrRead IS NOT NULL ORDER BY T1.AvgScrRead ASC LIMIT 1

moderate

california_schools

List the names of virtual schools that are among the top 5 in their respective counties based on average reading scores.

Exclusively virtual refers to Virtual = 'F'; respective counties means PARTITION BY County

SELECT School FROM (SELECT T2.School,T1.AvgScrRead, RANK() OVER (PARTITION BY T2.County ORDER BY T1.AvgScrRead DESC) AS rnk FROM satscores AS T1 INNER JOIN schools AS T2 ON T1.cds = T2.CDSCode WHERE T2.Virtual = 'F' ) ranked_schools WHERE rnk <= 5

simple

california_schools

What is the average writing score of each of the schools managed by Ricci Ulrich? List the schools and the corresponding average writing scores.

Usually, administrators manage the school stuff.

SELECT T2.School, T1.AvgScrWrite FROM satscores AS T1 INNER JOIN schools AS T2 ON T1.cds = T2.CDSCode WHERE T2.AdmFName1 = 'Ricci' AND T2.AdmLName1 = 'Ulrich'

moderate

california_schools

Which state special schools have the highest number of enrollees from grades 1 through 12?

State Special Schools refers to DOC = 31; Grades 1 through 12 means K-12

SELECT T2.School FROM frpm AS T1 INNER JOIN schools AS T2 ON T1.CDSCode = T2.CDSCode WHERE T2.DOC = 31 ORDER BY T1.`Enrollment (K-12)` DESC LIMIT 1

simple

california_schools

What is the monthly average number of schools that opened in Alameda County under the jurisdiction of the Elementary School District in 1980?

Elementary School District refers to DOC = 52; Monthly average number of schools that opened in 1980 = count(schools that opened in 1980) / 12

SELECT CAST(COUNT(School) AS REAL) / 12 FROM schools WHERE DOC = 52 AND County = 'Alameda' AND strftime('%Y', OpenDate) = '1980'

moderate

california_schools

What is the ratio of merged Unified School District schools in Orange County to merged Elementary School District schools?

Elementary School District refers to DOC = 52; Unified School District refers to DOC = 54.

SELECT CAST(SUM(CASE WHEN DOC = 54 THEN 1 ELSE 0 END) AS REAL) / SUM(CASE WHEN DOC = 52 THEN 1 ELSE 0 END) FROM schools WHERE StatusType = 'Merged' AND County = 'Orange'

moderate

california_schools

What is the postal street address for the school with the 7th highest Math average? Indicate the school's name.

Postal street and mailing street are synonyms.

SELECT T2.MailStreet, T2.School FROM satscores AS T1 INNER JOIN schools AS T2 ON T1.cds = T2.CDSCode ORDER BY T1.AvgScrMath DESC LIMIT 6, 1

simple

california_schools

What is the total number of non-chartered schools in the county of Los Angeles with a percent (%) of eligible free meals for grades 1 through 12 that is less than 0.18%?

non-chartered schools refer to schools whose Charter = 0; K-12 means grades 1 through 12; percent of eligible free rate for K-12 = `Free Meal Count (K-12)` * 100 / `Enrollment (K-12)`

SELECT COUNT(T2.School) FROM frpm AS T1 INNER JOIN schools AS T2 ON T1.CDSCode = T2.CDSCode WHERE T2.County = 'Los Angeles' AND T2.Charter = 0 AND CAST(T1.`Free Meal Count (K-12)` AS REAL) * 100 / T1.`Enrollment (K-12)` < 0.18

challenging

california_schools

How many students from the ages of 5 to 17 are enrolled at the State Special School school in Fremont for the 2014-2015 academic year?

State Special School means EdOpsCode = 'SSS'

SELECT T1.`Enrollment (Ages 5-17)` FROM frpm AS T1 INNER JOIN schools AS T2 ON T1.CDSCode = T2.CDSCode WHERE T2.EdOpsCode = 'SSS' AND T2.City = 'Fremont' AND T1.`Academic Year` BETWEEN 2014 AND 2015

moderate

california_schools

Which schools served a grade span of Kindergarten to 9th grade in the county of Los Angeles and what is its Percent (%) Eligible FRPM (Ages 5-17)?

Percent (%) Eligible FRPM (Ages 5-17) can be acquired by `FRPM Count (Ages 5-17)` / `Enrollment (Ages 5-17)` * 100

SELECT T2.School, T1.`FRPM Count (Ages 5-17)` * 100 / T1.`Enrollment (Ages 5-17)` FROM frpm AS T1 INNER JOIN schools AS T2 ON T1.CDSCode = T2.CDSCode WHERE T2.County = 'Los Angeles' AND T2.GSserved = 'K-9'

moderate

california_schools

Between San Diego and Santa Barbara, which county offers the most number of schools that does not offer physical building? Indicate the amount.

'Does not offer physical building' means Virtual = F in the database.

SELECT County, COUNT(Virtual) FROM schools WHERE (County = 'San Diego' OR County = 'Santa Barbara') AND Virtual = 'F' GROUP BY County ORDER BY COUNT(Virtual) DESC LIMIT 1

moderate

california_schools

What is the grade span offered in the school with the highest longitude?

the highest longitude refers to the school with the maximum absolute longitude value.

SELECT GSoffered FROM schools ORDER BY ABS(longitude) DESC LIMIT 1

simple

california_schools

Of the schools that offers a magnet program serving a grade span of Kindergarten to 8th grade, how many offers Multiple Provision Types? List the number of cities that offers a Kindergarten to 8th grade span and indicate how many schools are there serving such grade span for each city.

Kindergarten to 8th grade refers to K-8; 'Offers a magnet program' means Magnet = 1; Multiple Provision Types refers to `NSLP Provision Status` = 'Multiple Provision Types'

SELECT T2.City, COUNT(T2.CDSCode) FROM frpm AS T1 INNER JOIN schools AS T2 ON T1.CDSCode = T2.CDSCode WHERE T2.Magnet = 1 AND T2.GSoffered = 'K-8' AND T1.`NSLP Provision Status` = 'Multiple Provision Types' GROUP BY T2.City

challenging

california_schools

What is the Percent (%) Eligible Free (K-12) in the school administered by an administrator whose first name is Alusine. List the district code of the school.

Percent (%) Eligible Free (K-12) = `Free Meal Count (K-12)` / `Enrollment (K-12)` * 100%

SELECT T1.`Free Meal Count (K-12)` * 100 / T1.`Enrollment (K-12)`, T1.`District Code` FROM frpm AS T1 INNER JOIN schools AS T2 ON T1.CDSCode = T2.CDSCode WHERE T2.AdmFName1 = 'Alusine'

moderate

california_schools

What are the valid e-mail addresses of the administrator of the school located in the San Bernardino county, City of San Bernardino City Unified that opened between 1/1/2009 to 12/31/2010 whose school types are public Intermediate/Middle Schools and Unified Schools?

Intermediate/Middle Schools refers to SOC = 62; Unified School refers to DOC = 54; years between 2009 and 2010 can refer to 'between 1/1/2009 to 12/31/2010'

SELECT T2.AdmEmail1, T2.AdmEmail2 FROM frpm AS T1 INNER JOIN schools AS T2 ON T1.CDSCode = T2.CDSCode WHERE T2.County = 'San Bernardino' AND T2.City = 'San Bernardino' AND T2.DOC = 54 AND strftime('%Y', T2.OpenDate) BETWEEN '2009' AND '2010' AND T2.SOC = 62

challenging

financial

How many accounts who choose issuance after transaction are staying in East Bohemia region?

A3 contains the data of region; 'POPLATEK PO OBRATU' represents for 'issuance after transaction'.

SELECT COUNT(T2.account_id) FROM district AS T1 INNER JOIN account AS T2 ON T1.district_id = T2.district_id WHERE T1.A3 = 'east Bohemia' AND T2.frequency = 'POPLATEK PO OBRATU'

moderate

financial

List out the no. of districts that have female average salary is more than 6000 but less than 10000?

A11 refers to average salary; Female mapps to gender = 'F'

SELECT COUNT(DISTINCT T2.district_id) FROM client AS T1 INNER JOIN district AS T2 ON T1.district_id = T2.district_id WHERE T1.gender = 'F' AND T2.A11 BETWEEN 6000 AND 10000

simple

financial

How many male customers who are living in North Bohemia have average salary greater than 8000?

Male means that gender = 'M'; A3 refers to region; A11 pertains to average salary.

SELECT COUNT(T1.client_id) FROM client AS T1 INNER JOIN district AS T2 ON T1.district_id = T2.district_id WHERE T1.gender = 'M' AND T2.A3 = 'north Bohemia' AND T2.A11 > 8000

moderate

financial

List out the account numbers of female clients who are oldest and has lowest average salary, calculate the gap between this lowest average salary with the highest average salary?

Female means gender = 'F'; A11 refers to average salary; Gap = highest average salary - lowest average salary; If the person A's birthdate > B's birthdate, it means that person B is order than person A.

SELECT T1.account_id , ( SELECT MAX(A11) - MIN(A11) FROM district ) FROM account AS T1 INNER JOIN district AS T2 ON T1.district_id = T2.district_id INNER JOIN disp AS T3 ON T1.account_id = T3.account_id INNER JOIN client AS T4 ON T3.client_id = T4.client_id WHERE T2.district_id = ( SELECT district_id FROM client WHERE gender = 'F' ORDER BY birth_date ASC LIMIT 1 ) ORDER BY T2.A11 DESC LIMIT 1

challenging

financial

List out the account numbers of clients who are youngest and have highest average salary?

If the person A's birthdate < B's birthdate, it means that person B is younger than person A; A11 refers to average salary

SELECT T1.account_id FROM account AS T1 INNER JOIN disp AS T2 ON T1.account_id = T2.account_id INNER JOIN client AS T3 ON T2.client_id = T3.client_id INNER JOIN district AS T4 on T4.district_id = T1.district_id WHERE T2.client_id = ( SELECT client_id FROM client ORDER BY birth_date DESC LIMIT 1) GROUP BY T4.A11, T1.account_id

moderate

financial

Among the accounts who have approved loan date in 1997, list out the accounts that have the lowest approved amount and choose weekly issuance statement.

'POPLATEK TYDNE' stands for weekly issuance

SELECT T2.account_id FROM loan AS T1 INNER JOIN account AS T2 ON T1.account_id = T2.account_id WHERE STRFTIME('%Y', T1.date) = '1997' AND T2.frequency = 'POPLATEK TYDNE' ORDER BY T1.amount LIMIT 1

moderate

financial

Among the accounts who have loan validity more than 12 months, list out the accounts that have the highest approved amount and have account opening date in 1993.

Loan validity more than 12 months refers to duration > 12

SELECT T1.account_id FROM loan AS T1 INNER JOIN account AS T2 ON T1.account_id = T2.account_id WHERE STRFTIME('%Y', T2.date) = '1993' AND T1.duration > 12 ORDER BY T1.amount DESC LIMIT 1

moderate

financial

Among the account opened, how many female customers who were born before 1950 and stayed in Sokolov?

Customers refer to clients; Female refers to gender = 'F'; Names of districts appear in column A2

SELECT COUNT(T2.client_id) FROM district AS T1 INNER JOIN client AS T2 ON T1.district_id = T2.district_id WHERE T2.gender = 'F' AND STRFTIME('%Y', T2.birth_date) < '1950' AND T1.A2 = 'Sokolov'

moderate

financial

For the female client who was born in 1976/1/29, which district did she opened her account?

Female refers to gender = 'F'; A2 refers to district names

SELECT T1.A2 FROM district AS T1 INNER JOIN client AS T2 ON T1.district_id = T2.district_id WHERE T2.birth_date = '1976-01-29' AND T2.gender = 'F'

simple

financial

For the branch which located in the south Bohemia with biggest number of inhabitants, what is the percentage of the male clients?

Percentage of the male clients = DIVIDE(COUNT(male clients), COUNT(clients)) * 100; Male refers to gender = 'M', A3 is the region name. A4 contains the information about inhabitants.

SELECT CAST(SUM(T1.gender = 'M') AS REAL) * 100 / COUNT(T1.client_id) FROM client AS T1 INNER JOIN district AS T2 ON T1.district_id = T2.district_id WHERE T2.A3 = 'south Bohemia' GROUP BY T2.A4 ORDER BY T2.A4 DESC LIMIT 1

challenging

financial

For the client whose loan was approved first in 1993/7/5, what is the increase rate of his/her account balance from 1993/3/22 to 1998/12/27?

Increase rate of his/her account balance = [(balance of date A - balance of date B) / balance of Date B] * 100%

SELECT CAST((SUM(IIF(T3.date = '1998-12-27', T3.balance, 0)) - SUM(IIF(T3.date = '1993-03-22', T3.balance, 0))) AS REAL) * 100 / SUM(IIF(T3.date = '1993-03-22', T3.balance, 0)) FROM loan AS T1 INNER JOIN account AS T2 ON T1.account_id = T2.account_id INNER JOIN trans AS T3 ON T3.account_id = T2.account_id WHERE T1.date = '1993-07-05'

challenging

financial

What is the percentage of loan amount that has been fully paid with no issue.

Loan paid with no issue means contract finished, no problems; status = 'A' means contract finished, no problems; Percentage of accounts by condition = [(total(amount) & condition) / (total amount)] * 100%

SELECT (CAST(SUM(CASE WHEN status = 'A' THEN amount ELSE 0 END) AS REAL) * 100) / SUM(amount) FROM loan

moderate

financial

For loan amount less than USD100,000, what is the percentage of accounts that is still running with no issue.

Status = 'C' stands for running contract, ok so far; Percentage of accounts by condition = [(total(amount) & condition) / (total amount)] * 100.

SELECT CAST(SUM(status = 'C') AS REAL) * 100 / COUNT(account_id) FROM loan WHERE amount < 100000

moderate

financial

For loans contracts which are still running where client are in debt, list the district of the and the state the percentage unemployment rate increment from year 1995 to 1996.

Unemployment increment rate in percentage = [(unemployment rate 2016 - unemployment rate 2015) / unemployment rate 2015] * 100; unemployment rate 2015 appears in the A12; unemployment rate 2016 appears in the A13; Loan contracts which are still running where client are in debt can be presented as status = 'D'

SELECT CAST((T3.A13 - T3.A12) AS REAL) * 100 / T3.A12 FROM loan AS T1 INNER JOIN account AS T2 ON T1.account_id = T2.account_id INNER JOIN district AS T3 ON T2.district_id = T3.district_id WHERE T1.status = 'D'

challenging

financial

List the top nine districts, by descending order, from the highest to the lowest, the number of female account holders.

A2 refers to districts; Female refers to gender = 'F'

SELECT T2.A2, COUNT(T1.client_id) FROM client AS T1 INNER JOIN district AS T2 ON T1.district_id = T2.district_id WHERE T1.gender = 'F' GROUP BY T2.district_id, T2.A2 ORDER BY COUNT(T1.client_id) DESC LIMIT 9

moderate

financial

Between 1/1/1995 and 12/31/1997, how many loans in the amount of at least 250,000 per account that chose monthly statement issuance were approved?

Frequency = 'POPLATEK MESICNE' stands for monthly issurance

SELECT COUNT(T1.account_id) FROM account AS T1 INNER JOIN loan AS T2 ON T1.account_id = T2.account_id WHERE T2.date BETWEEN '1995-01-01' AND '1997-12-31' AND T1.frequency = 'POPLATEK MESICNE' AND T2.amount >= 250000

moderate

financial

How many accounts have running contracts in Branch location 1?

Status = 'C' stands for running contract, OK so far; Status = 'D' stands for running contract, client in debt

SELECT COUNT(T1.account_id) FROM account AS T1 INNER JOIN district AS T2 ON T1.district_id = T2.district_id INNER JOIN loan AS T3 ON T1.account_id = T3.account_id WHERE T1.district_id = 1 AND (T3.status = 'C' OR T3.status = 'D')

moderate

financial

In the branch where the second-highest number of crimes were committed in 1995 occurred, how many male clients are there?

Male refers to gender = 'M'; A15 stands for no. of commited crimes 1995

SELECT COUNT(T1.client_id) FROM client AS T1 INNER JOIN district AS T2 ON T1.district_id = T2.district_id WHERE T1.gender = 'M' AND T2.A15 = (SELECT T3.A15 FROM district AS T3 ORDER BY T3.A15 DESC LIMIT 1, 1)

moderate

financial

Which are the top ten withdrawals (non-credit card) by district names for the month of January 1996?

Non-credit card withdraws refers to type = 'VYDAJ'; January 1996 can be found by date LIKE '1996-01%' in the database; A2 means district names

SELECT DISTINCT T1.A2 FROM district AS T1 INNER JOIN account AS T2 ON T1.district_id = T2.district_id INNER JOIN trans AS T3 ON T2.account_id = T3.account_id WHERE T3.type = 'VYDAJ' AND T3.date LIKE '1996-01%' ORDER BY A2 ASC LIMIT 10

moderate

financial

Who are the account holder identification numbers whose who have transactions on the credit card with the amount is less than the average, in 1998?

Operation = 'VYBER KARTOU' refers to credit card withdrawal

SELECT T1.account_id FROM trans AS T1 INNER JOIN account AS T2 ON T1.account_id = T2.account_id WHERE STRFTIME('%Y', T1.date) = '1998' AND T1.operation = 'VYBER KARTOU' AND T1.amount < (SELECT AVG(amount) FROM trans WHERE STRFTIME('%Y', date) = '1998')

moderate

financial

Please list the account types that are not eligible for loans, and the average income of residents in the district where the account is located exceeds $8000 but is no more than $9000.

A11 represents the average salary; Salary and income share the similar meanings; when the account type = 'OWNER', it's eligible for loans

SELECT T3.type FROM district AS T1 INNER JOIN account AS T2 ON T1.district_id = T2.district_id INNER JOIN disp AS T3 ON T2.account_id = T3.account_id WHERE T3.type != 'OWNER' AND T1.A11 BETWEEN 8000 AND 9000

challenging

financial

What is the average number of crimes committed in 1995 in regions where the number exceeds 4000 and the region has accounts that are opened starting from the year 1997?

A3 refers to region names; A15 stands for the average number of crimes commited in 1995.

SELECT AVG(T1.A15) FROM district AS T1 INNER JOIN account AS T2 ON T1.district_id = T2.district_id WHERE STRFTIME('%Y', T2.date) >= '1997' AND T1.A15 > 4000

moderate

financial

List all the withdrawals in cash transactions that the client with the id 3356 makes.

operation = 'VYBER' refers to withdrawal in cash

SELECT T4.trans_id FROM client AS T1 INNER JOIN disp AS T2 ON T1.client_id = T2.client_id INNER JOIN account AS T3 ON T2.account_id = T3.account_id INNER JOIN trans AS T4 ON T3.account_id = T4.account_id WHERE T1.client_id = 3356 AND T4.operation = 'VYBER'

simple

financial

What percentage of clients who opened their accounts in the district with an average salary of over 10000 are women?

Female refers to gender = 'F'; Woman and female are closed; Average salary can be found in A11

SELECT CAST(SUM(T2.gender = 'F') AS REAL) * 100 / COUNT(T2.client_id) FROM district AS T1 INNER JOIN client AS T2 ON T1.district_id = T2.district_id WHERE T1.A11 > 10000

moderate

financial

What was the growth rate of the total amount of loans across all accounts for a male client between 1996 and 1997?

Growth rate = (sum of amount_1997 - sum of amount_1996) / (sum of amount_1996) * 100%; Male refers to gender = 'M'

SELECT CAST((SUM(CASE WHEN STRFTIME('%Y', T1.date) = '1997' THEN T1.amount ELSE 0 END) - SUM(CASE WHEN STRFTIME('%Y', T1.date) = '1996' THEN T1.amount ELSE 0 END)) AS REAL) * 100 / SUM(CASE WHEN STRFTIME('%Y', T1.date) = '1996' THEN T1.amount ELSE 0 END) FROM loan AS T1 INNER JOIN account AS T2 ON T1.account_id = T2.account_id INNER JOIN disp AS T3 ON T3.account_id = T2.account_id INNER JOIN client AS T4 ON T4.client_id = T3.client_id WHERE T4.gender = 'M' AND T3.type = 'OWNER'

challenging

financial

How often does account number 3 request an account statement to be released? What was the aim of debiting 3539 in total?

k_symbol refers to the purpose of payments

SELECT T1.frequency, T2.k_symbol FROM account AS T1 INNER JOIN (SELECT account_id, k_symbol, SUM(amount) AS total_amount FROM `order` GROUP BY account_id, k_symbol) AS T2 ON T1.account_id = T2.account_id WHERE T1.account_id = 3 AND T2.total_amount = 3539

challenging

financial

What percentage of male clients request for weekly statements to be issued?

Percentage of male clients = [count(male clients who requested weekly statements / count(clients who requested weekly statements)] * 100%; Male means gender = 'M'; 'POPLATEK TYDNE' stands for weekly issuance

SELECT CAST(SUM(T1.gender = 'M') AS REAL) * 100 / COUNT(T1.client_id) FROM client AS T1 INNER JOIN district AS T3 ON T1.district_id = T3.district_id INNER JOIN account AS T2 ON T2.district_id = T3.district_id INNER JOIN disp as T4 on T1.client_id = T4.client_id AND T2.account_id = T4.account_id WHERE T2.frequency = 'POPLATEK TYDNE'

moderate

financial

Name the account numbers of female clients who are oldest and have lowest average salary?

Female refers to 'F' in the gender; A11 contains information about average salary

SELECT T3.account_id FROM client AS T1 INNER JOIN district AS T2 ON T1.district_id = T2.district_id INNER JOIN account AS T3 ON T2.district_id = T3.district_id INNER JOIN disp AS T4 ON T1.client_id = T4.client_id AND T4.account_id = T3.account_id WHERE T1.gender = 'F' ORDER BY T1.birth_date ASC, T2.A11 ASC LIMIT 1

moderate

financial

What is the average amount of loan which are still on running contract with statement issuance after each transaction?

status = 'C' stands for running contract, OK so far; status = 'D' stands for running contract, client in debt. 'POPLATEK PO OBRATU' stands for issuance after transaction

SELECT AVG(T2.amount) FROM account AS T1 INNER JOIN loan AS T2 ON T1.account_id = T2.account_id WHERE T2.status IN ('C', 'D') AND T1.frequency = 'POPLATEK PO OBRATU'

moderate

financial

Provide the IDs and age of the client with high level credit card, which is eligible for loans.

the credit card is high-level refers to card.type = 'gold'; eligible for loans refers to disp.type = 'OWNER'

SELECT T1.client_id, STRFTIME('%Y', CURRENT_TIMESTAMP) - STRFTIME('%Y', T3.birth_date) FROM disp AS T1 INNER JOIN card AS T2 ON T2.disp_id = T1.disp_id INNER JOIN client AS T3 ON T1.client_id = T3.client_id WHERE T2.type = 'gold' AND T1.type = 'OWNER'

moderate