/* Question 1 */ WITH ( A1 := CountryCovid WHERE year = 2021, A2 := CountryCovid { country, month, total_cases } RENAME { month AS month2, total_cases AS total_cases2 }, A3 := A1 join A2 WHERE month < month2, A4 := A3 { country, year, month, total_cases }, A5 := A1 NOT MATCHING A4, A6 := A5 { country, total_cases }, B1 := A6 JOIN Encompasses, B2 := SUMMARIZE B1 BY { continent }: { total_cases := SUM(total_cases) }, C1 := Continent { name } RENAME { name AS continent }, C2 := C1 NOT MATCHING B2, C3 := EXTEND C2: { total_cases := 0 }, D1 := (B2 UNION C3) RENAME { total_cases AS covid_cases }, E1 := Independence { country }, E2 := E1 JOIN Encompasses, E3 := SUMMARIZE E2 BY { continent }: { countries := COUNT() }, F1 := C1 NOT MATCHING E3, F2 := EXTEND F1: { countries := 0 }, G1 := E3 UNION F2, H1 := D1 JOIN G1 ): H1 { continent, countries, covid_cases } /* Question 2 */ WITH ( A1 := GeoMountain { mountain, country }, A2 := SUMMARIZE A1 BY { mountain }: { cnt := COUNT() }, A3 := (A2 WHERE cnt > 1) { mountain }, B1 := A3 JOIN (A1 RENAME { country AS c1 }), B2 := B1 JOIN (A1 RENAME { country AS c2 }), C1 := (B2 RENAME { c1 AS code } ) JOIN Country, C2 := C1 { mountain, c2, name } RENAME { name AS country1 }, C3 := (C2 RENAME { c2 AS code }) JOIN Country, C4 := C3 { mountain, country1, name } RENAME { name AS country2 }, D1 := C4 WHERE country1 < country2 ): D1 /* Question 3 */ WITH ( A1 := Country WHERE population > 200000000, A2 := A1 { code, name } RENAME { code AS country }, A3 := A2 JOIN Encompasses WHERE continent = "Asia", A4 := A3 { country, name }, B1 := CountryCovid WHERE month = 12, B2 := A4 JOIN B1, B3 := B2 { country, name, year, total_cases }, B3_2020 := B3 WHERE year = 2020, B3_2021 := B3 WHERE year = 2021, B3_2022 := B3 WHERE year = 2022, C1 := EXTEND A4: { cases_2020 := MAX((B3_2020 RENAME { country AS code }) WHERE code = country, total_cases) }, C2 := EXTEND C1: { cases_2021 := MAX((B3_2021 RENAME { country AS code }) WHERE code = country, total_cases) }, C3 := EXTEND C2: { cases_2022 := MAX((B3_2022 RENAME { country AS code }) WHERE code = country, total_cases) }, D1 := EXTEND C3: { inc_2021 := cases_2021 - cases_2020 }, D2 := EXTEND D1: { inc_2022 := cases_2022 - cases_2021 }, E1 := D2 WHERE inc_2021 > inc_2022, E2 := E1 { name } RENAME { name AS country } ): E2 /* Question 4 */ WITH ( A1 := Province WHERE area < 5000.0, A2 := A1 { country } RENAME { country AS country1 }, B1 := A2 JOIN Borders, B2 := B1 { country2 } RENAME { country2 AS country }, C1 := B2 JOIN Language, C2 := C1 { country, name } RENAME { name AS language } ): C2 /* Question 5 */ WITH ( A1 := SUMMARIZE Borders BY { country1 }: { cnt := COUNT() }, A2 := A1 WHERE cnt = 3, A3 := A2 { country1 } JOIN Borders, A4 := A3 { country1, country2 } RENAME { country1 AS code }, B1 := EXTEND (A2 { country1 }): { n1 := MIN(A4 WHERE country1 = code, country2)}, B2 := EXTEND B1: { n3 := MAX(A4 WHERE country1 = code, country2)}, C1 := A3 NOT MATCHING (B2 RENAME { n1 AS country2 }), C2 := C1 NOT MATCHING (B2 RENAME { n3 AS country2 }), D1 := B2 JOIN C2, D2 := D1 { country1, n1, country2, n3 } RENAME { country1 AS country, country2 AS n2 }, E1 := D2 RENAME { n1 AS country1, n2 AS country2 }, E2 := E1 JOIN Borders { country1, country2 }, E3 := E2 RENAME { country1 AS n1, country2 AS n2 }, F1 := E3 RENAME { n1 AS country1, n3 AS country2 }, F2 := F1 JOIN Borders { country1, country2 }, F3 := F2 RENAME { country1 AS n1, country2 AS n3 }, G1 := F3 RENAME { n2 AS country1, n3 AS country2 }, G2 := G1 JOIN Borders { country1, country2 }, G3 := G2 RENAME { country1 AS n2, country2 AS n3 }, H1 := G3 { country } ): H1 /* Question 6 */ WITH ( A1 := CountryCovid WHERE year = 2022 AND month = 12, A2 := Country { code, population } RENAME { code AS country }, A3 := A1 JOIN A2, B1 := EXTEND A3: { rate := CAST_AS_RATIONAL(total_cases) / (CAST_AS_RATIONAL(population) / 100000.0) }, B2 := B1 { country, rate } RENAME { country AS country1 }, B3 := B2 RENAME { country1 AS country2, rate AS n_rate }, C1 := B2 JOIN Borders { country1, country2 }, C2 := C1 JOIN B3, D1 := EXTEND C2: { higher := IF rate > n_rate THEN 0 ELSE 1 END }, D2 := SUMMARIZE D1 BY { country1 }: { cnt := SUM(higher) }, D3 := D2 WHERE cnt = 0, D4 := D3 { country1 } RENAME { country1 AS country } ): D4