| id,Instruction,output | |
| 1,Generate an ANSI/PRESTO sql query for the question :What is Kyprolis's claims volume in the last 3 months?," | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day);" | |
| 2,Generate an ANSI/PRESTO sql query for the question :What is Kyprolis's claims volume in the last 3 months for MM indication?," | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%MM%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day);" | |
| 3,Generate an ANSI/PRESTO sql query for the question :Which brand had the highest claims in MM indication in last 3 months?," | |
| SELECT Drug_Name, COUNT(distinct(claim_ID)) as num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%MM%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| GROUP BY Drug_Name | |
| ORDER BY num_prescriptions DESC | |
| LIMIT 1;" | |
| 4,Generate an ANSI/PRESTO sql query for the question :Which brand had the highest claims in NY state in MM indication in last 3 months?," | |
| SELECT Drug_Name, COUNT(distinct(claim_ID)) as num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%MM%' | |
| AND Patient_State = 'NY' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| GROUP BY Drug_Name | |
| ORDER BY num_prescriptions DESC | |
| LIMIT 1;" | |
| 5,Generate an ANSI/PRESTO sql query for the question :Identify the state where Kyprolis had the most prescriptions for MM indications? Ignore blanks for state," | |
| SELECT Patient_State, COUNT(distinct(Claim_ID)) as num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%MM%' | |
| AND Patient_State NOT LIKE 'None' | |
| AND Patient_State NOT LIKE '' | |
| GROUP BY Patient_State | |
| ORDER BY num_prescriptions DESC | |
| LIMIT 1;" | |
| 6,Generate an ANSI/PRESTO sql query for the question :What was the market share of the top 5 drugs prescribed for MM indication over the last 3 months?," | |
| WITH top_5_drugs AS ( | |
| SELECT Drug_Name, count (distinct(claim_id)) as prescription_count | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%MM%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| GROUP BY Drug_Name | |
| order by prescription_count desc | |
| limit 5 | |
| ), | |
| total_prescriptions AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS total_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%MM%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| ) | |
| SELECT | |
| top_5_drugs.Drug_Name, | |
| ROUND(100.0 * top_5_drugs.prescription_count / total_prescriptions.total_prescriptions, 2) as market_share | |
| FROM top_5_drugs, total_prescriptions;" | |
| 7,Generate an ANSI/PRESTO sql query for the question :Give me the market share by drug for the top 5 drugs for MM indication over the last 3 months," | |
| WITH | |
| top_5_drugs AS ( | |
| SELECT Drug_Name, count (distinct(claim_id)) as prescription_count | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%MM%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| GROUP BY Drug_Name | |
| order by prescription_count desc | |
| limit 5 | |
| ), | |
| total_claims AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS total_claims | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%MM%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| ) | |
| SELECT | |
| top_5_drugs.Drug_Name, | |
| ROUND(100.0 * top_5_drugs.prescription_count / total_claims.total_claims, 2) as market_share | |
| FROM top_5_drugs, total_claims;" | |
| 8,Generate an ANSI/PRESTO sql query for the question :What was the market share for Kyprolis for years 2021 and 2022 for MM indication?," | |
| WITH | |
| kyprolis_2021 AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM """"symphony-data"""".""""test_performance_v3"""" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND Prescription_Fill_Year_Month >= date('2021-01-01') | |
| AND Prescription_Fill_Year_Month <= date('2021-12-31') | |
| AND indication like '%MM%' | |
| ), | |
| kyprolis_2022 AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM """"symphony-data"""".""""test_performance_v3"""" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND Prescription_Fill_Year_Month >= date('2022-01-01') | |
| AND Prescription_Fill_Year_Month <= date('2022-12-31') | |
| AND indication like '%MM%' | |
| ), | |
| total_2021 AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM """"symphony-data"""".""""test_performance_v3"""" | |
| WHERE Prescription_Fill_Year_Month >= date('2021-01-01') | |
| AND Prescription_Fill_Year_Month <= date('2021-12-31') | |
| AND indication like '%MM%' | |
| ), | |
| total_2022 AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM """"symphony-data"""".""""test_performance_v3"""" | |
| WHERE Prescription_Fill_Year_Month >= date('2022-01-01') | |
| AND Prescription_Fill_Year_Month <= date('2022-12-31') | |
| AND indication like '%MM%' | |
| ) | |
| SELECT | |
| ROUND(100.0 * kyprolis_2021.num_prescriptions / total_2021.num_prescriptions, 2) AS kyprolis_2021_market_share, | |
| ROUND(100.0 * kyprolis_2022.num_prescriptions / total_2022.num_prescriptions, 2) AS kyprolis_2022_market_share | |
| FROM kyprolis_2021, kyprolis_2022, total_2021, total_2022;" | |
| 9,Generate an ANSI/PRESTO sql query for the question :What's the most prescribed brand for MM indication? What is it's market share?,""" | |
| WITH | |
| kyprolis_2021 AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM """"symphony-data"""".""""test_performance_v3"""" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND Prescription_Fill_Year_Month >= date('2021-01-01') | |
| AND Prescription_Fill_Year_Month <= date('2021-12-31') | |
| AND indication like '%MM%' | |
| ), | |
| kyprolis_2022 AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM """"symphony-data"""".""""test_performance_v3"""" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND Prescription_Fill_Year_Month >= date('2022-01-01') | |
| AND Prescription_Fill_Year_Month <= date('2022-12-31') | |
| AND indication like '%MM%' | |
| ), | |
| total_2021 AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM """"symphony-data"""".""""test_performance_v3"""" | |
| WHERE Prescription_Fill_Year_Month >= date('2021-01-01') | |
| AND Prescription_Fill_Year_Month <= date('2021-12-31') | |
| AND indication like '%MM%' | |
| ), | |
| total_2022 AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM """"symphony-data"""".""""test_performance_v3"""" | |
| WHERE Prescription_Fill_Year_Month >= date('2022-01-01') | |
| AND Prescription_Fill_Year_Month <= date('2022-12-31') | |
| AND indication like '%MM%' | |
| ) | |
| SELECT | |
| ROUND(100.0 * kyprolis_2021.num_prescriptions / total_2021.num_prescriptions, 2) AS kyprolis_2021_market_share, | |
| ROUND(100.0 * kyprolis_2022.num_prescriptions / total_2022.num_prescriptions, 2) AS kyprolis_2022_market_share | |
| FROM kyprolis_2021, kyprolis_2022, total_2021, total_2022;""" | |
| 10,"Generate an ANSI/PRESTO sql query for the question :Over the past 3 months, which state in the US has seen a higher number of claims for Kyprolis in the MM indication compared to its competitors?"," | |
| WITH kyprolis_claims AS ( | |
| SELECT Patient_State, COUNT(distinct(claim_ID)) AS num_claims | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%MM%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| GROUP BY Patient_State | |
| ), | |
| competitor_claims AS ( | |
| SELECT Patient_State, COUNT(distinct(claim_ID)) AS num_claims | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name not like '%KYPROLIS%' | |
| AND indication like '%MM%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| GROUP BY Patient_State | |
| ) | |
| SELECT kyprolis_claims.Patient_State | |
| FROM kyprolis_claims, competitor_claims | |
| WHERE kyprolis_claims.num_claims > competitor_claims.num_claims;" | |
| 11,Generate an ANSI/PRESTO sql query for the question :What is the relative growth of Kyprolis in last 3 months compared to previous year?," | |
| WITH | |
| numerator AS ( | |
| select count(Distinct(claim_ID)) as total_claims from ""symphony-data"".""test_performance_v3"" where Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '3' month) and Drug_Name like '%KYPROLIS%' | |
| ), | |
| denominator AS( | |
| select count(distinct(claim_ID)) as total_claims from ""symphony-data"".""test_performance_v3"" where Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year - interval '3' month) and Prescription_Fill_Year_Month <= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year) and Drug_Name like '%KYPROLIS%' | |
| ) | |
| SELECT (cast(numerator.total_claims as double) / (denominator.total_claims)-1)*100 as relative_growth from numerator, denominator;" | |
| 12,Generate an ANSI/PRESTO sql query for the question :How did Kyprolis prescriptions for MM indication grow for 2021 vs 2020?," | |
| WITH | |
| kyprolis_prescriptions_2021 AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%MM%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year) | |
| AND Prescription_Fill_Year_Month < date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"")) | |
| ), | |
| kyprolis_prescriptions_2020 AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%MM%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '2' year) | |
| AND Prescription_Fill_Year_Month < date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year) | |
| ) | |
| SELECT (cast(kyprolis_prescriptions_2021.num_prescriptions as double) / (kyprolis_prescriptions_2020.num_prescriptions)-1)*100 as growth from kyprolis_prescriptions_2021, kyprolis_prescriptions_2020;" | |
| 13,Generate an ANSI/PRESTO sql query for the question :Calculate evolution index for Kyprolis for MM indication for the last 3 months versus same time period last year," | |
| WITH | |
| kyprolis_prescriptions_current AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%MM%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '3' month) | |
| ), | |
| kyprolis_prescriptions_previous AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%MM%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year - interval '3' month) | |
| AND Prescription_Fill_Year_Month <= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year) | |
| ), | |
| mm_prescriptions_current AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%MM%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '3' month) | |
| ), | |
| mm_prescriptions_previous AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%MM%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year - interval '3' month) | |
| AND Prescription_Fill_Year_Month <= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year) | |
| ) | |
| SELECT | |
| ROUND(((1 + (cast(kyprolis_prescriptions_current.num_prescriptions as double) / kyprolis_prescriptions_previous.num_prescriptions - 1)) / (1 + (cast(mm_prescriptions_current.num_prescriptions as double) / mm_prescriptions_previous.num_prescriptions - 1))) ,2) as evolution_index" | |
| 14,Generate an ANSI/PRESTO sql query for the question :In which state has Kyprolis presciption count grown the most over the last 3 months compared to the same time period last year?," | |
| WITH | |
| numerator AS ( | |
| SELECT Patient_State, COUNT(distinct(claim_ID)) as total_claims | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '3' month) | |
| GROUP BY Patient_State | |
| ), | |
| denominator AS( | |
| SELECT Patient_State, COUNT(distinct(claim_ID)) as total_claims | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year - interval '3' month) | |
| AND Prescription_Fill_Year_Month <= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year) | |
| GROUP BY Patient_State | |
| ) | |
| SELECT numerator.Patient_State, (cast(numerator.total_claims as double) / (denominator.total_claims)-1)*100 as growth_percentage | |
| FROM numerator, denominator | |
| ORDER BY growth_percentage DESC | |
| LIMIT 1;" | |
| 15,"Generate an ANSI/PRESTO sql query for the question :For patients over 60 prescribed drugs for MM indication, what percentage of those prescriptions were for Kyprolis? "," | |
| WITH | |
| total_prescriptions AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS total_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%MM%' | |
| AND patient_age >= 60 | |
| ), | |
| kyprolis_prescriptions AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS kyprolis_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%MM%' | |
| AND patient_age >= 60 | |
| AND Drug_Name like '%KYPROLIS%' | |
| ) | |
| SELECT ROUND(100.0 * kyprolis_prescriptions.kyprolis_prescriptions / total_prescriptions.total_prescriptions, 2) as kyprolis_percentage | |
| FROM total_prescriptions, kyprolis_prescriptions;" | |
| 16,Generate an ANSI/PRESTO sql query for the question :What is the market share of Kyprolis in MM indication for patients above 60 years?," | |
| WITH num AS ( | |
| SELECT COUNT(DISTINCT(Claim_ID)) AS num_data | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name LIKE '%KYPROLIS%' | |
| AND indication LIKE '%MM%' | |
| AND patient_age >= 60 | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| ), | |
| den AS ( | |
| SELECT COUNT(DISTINCT(Claim_ID)) AS den_data | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication LIKE '%MM%' | |
| AND patient_age >= 60 | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| ) | |
| SELECT ROUND(100.0 * num_data / den_data, 2) AS market_share | |
| FROM num, den;" | |
| 17,Generate an ANSI/PRESTO sql query for the question :What is the market share of Kyprolis in MM indication for female/male patients over the last 6 months?," | |
| WITH num AS | |
| ( | |
| SELECT COUNT(DISTINCT(Claim_ID)) AS num_data | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name LIKE '%KYPROLIS%' | |
| AND indication LIKE '%MM%' | |
| AND Patient_Gender IN ('Male', 'Female') | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '180' day) | |
| ), | |
| den AS | |
| ( | |
| SELECT COUNT(DISTINCT(Claim_ID)) AS den_data | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication LIKE '%MM%' | |
| AND Patient_Gender IN ('Male', 'Female') | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '180' day) | |
| ) | |
| SELECT ROUND(100.0 * num_data / den_data, 2) AS market_share | |
| FROM num, den;" | |
| 18,Generate an ANSI/PRESTO sql query for the question :Which drug had highest claims for patients above 60 in MM indication over the last 1 year?," | |
| SELECT Drug_Name, COUNT(distinct(claim_ID)) as num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%MM%' | |
| AND patient_age > 60 | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year) | |
| GROUP BY Drug_Name | |
| ORDER BY num_prescriptions DESC | |
| LIMIT 1;" | |
| 19,Generate an ANSI/PRESTO sql query for the question :Which state in the US had the highest number of claims in the MM indication for patients over the age of 60 over the last 3 months? Exclude None and blank values in state column," | |
| SELECT Patient_State, COUNT(distinct(Claim_ID)) as num_claims | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%MM%' | |
| AND Patient_State NOT IN ('None', '') | |
| AND patient_age > 60 | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| GROUP BY Patient_State | |
| ORDER BY num_claims DESC | |
| LIMIT 1;" | |
| 20,Generate an ANSI/PRESTO sql query for the question :What is the most common payer type for Kyprolis in last 3 months?," | |
| SELECT plan_type_description, COUNT(distinct(claim_ID)) as num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| AND plan_type_description NOT IN ('NONE', '') | |
| GROUP BY plan_type_description | |
| ORDER BY num_prescriptions DESC | |
| LIMIT 1;" | |
| 21,Generate an ANSI/PRESTO sql query for the question :What is the avg. out of pocket pay for Kyprolis in NY state in last 3 months?," | |
| SELECT AVG(Total_Patient_Responsibility) as avg_patient_pay | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND Patient_State = 'NY' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day);" | |
| 22,Generate an ANSI/PRESTO sql query for the question :Could you provide a ranking of all the brands in the MM indication based on their share of commercial payers over the last 3 months?," | |
| WITH | |
| commercial_payers AS ( | |
| SELECT Drug_Name, COUNT(distinct(claim_ID)) as num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE plan_type_description = 'COMMERCIAL' | |
| AND indication like '%MM%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| GROUP BY Drug_Name | |
| ), | |
| total_payers AS ( | |
| SELECT COUNT(distinct(claim_ID)) as total_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%MM%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| ) | |
| SELECT Drug_Name, ROUND(100.0 * num_prescriptions / total_prescriptions, 2) as share_of_commercial_payers | |
| FROM commercial_payers, total_payers | |
| ORDER BY share_of_commercial_payers DESC;" | |
| 23,"Generate an ANSI/PRESTO sql query for the question :Based on the average out-of-pocket expenses for patients over 60 years old in the MM indication over the last 6 months, could you please give me the 5 drugs with lowest out-of-pocket expenses?"," | |
| WITH avg_patient_pay AS ( | |
| SELECT Drug_Name, AVG(Total_Patient_Responsibility) as avg_patient_pay | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%MM%' | |
| AND patient_age >= 60 | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '6' month) | |
| GROUP BY Drug_Name | |
| ) | |
| SELECT Drug_Name, avg_patient_pay | |
| FROM avg_patient_pay | |
| ORDER BY avg_patient_pay ASC | |
| LIMIT 5;" | |
| 24,Generate an ANSI/PRESTO sql query for the question :What is Kyprolis's claims volume in the last 9 months?," | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '9' month);" | |
| 25,Generate an ANSI/PRESTO sql query for the question :What is Kyprolis's claims volume in the last 9 months for CML indication?," | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%CML%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '9' month);" | |
| 26,Generate an ANSI/PRESTO sql query for the question :Which brand had the highest claims in CML indication in last 9 months?," | |
| SELECT Drug_Name, COUNT(distinct(claim_ID)) as num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%CML%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '9' month) | |
| GROUP BY Drug_Name | |
| ORDER BY num_prescriptions DESC | |
| LIMIT 1;" | |
| 27,Generate an ANSI/PRESTO sql query for the question :Which brand had the highest claims in NY state in CML indication in last 9 months?," | |
| SELECT Drug_Name, COUNT(distinct(claim_ID)) as num_claims | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%CML%' | |
| AND Patient_State = 'NY' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '9' month) | |
| GROUP BY Drug_Name | |
| ORDER BY num_claims DESC | |
| LIMIT 1;" | |
| 28,Generate an ANSI/PRESTO sql query for the question :Identify the state where Kyprolis had the least prescriptions for CML indications? Ignore blanks for state," | |
| SELECT Patient_State, COUNT(distinct(Claim_ID)) as num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%CML%' | |
| AND Patient_State NOT LIKE 'None' | |
| AND Patient_State NOT LIKE '' | |
| GROUP BY Patient_State | |
| ORDER BY num_prescriptions ASC | |
| LIMIT 1;" | |
| 29,Generate an ANSI/PRESTO sql query for the question :What was the market share of the top 5 drugs prescribed for CML indication over the last 9 months?," | |
| WITH top_5_drugs AS ( | |
| SELECT Drug_Name, count(distinct(claim_ID)) as num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%CML%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '9' month) | |
| GROUP BY Drug_Name | |
| order by num_prescriptions desc | |
| limit 5 | |
| ), | |
| total_prescriptions AS ( | |
| SELECT COUNT(distinct(claim_ID)) as total_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%CML%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '9' month) | |
| ) | |
| SELECT | |
| top_5_drugs.Drug_Name, | |
| ROUND(100.0 * top_5_drugs.num_prescriptions / total_prescriptions.total_prescriptions, 2) as market_share | |
| FROM top_5_drugs, total_prescriptions;" | |
| 30,Generate an ANSI/PRESTO sql query for the question :Give me the market share by drug for the top 5 drugs for CML indication over the last 9 months," | |
| WITH top_5_drugs AS ( | |
| SELECT Drug_Name, count (distinct(claim_id)) as prescription_count | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%CML%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '9' month) | |
| GROUP BY Drug_Name | |
| order by prescription_count desc | |
| limit 5 | |
| ), | |
| total_prescriptions AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS total_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%CML%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '9' month) | |
| ) | |
| SELECT | |
| top_5_drugs.Drug_Name, | |
| ROUND(100.0 * top_5_drugs.prescription_count / total_prescriptions.total_prescriptions, 2) as market_share | |
| FROM top_5_drugs, total_prescriptions;" | |
| 31,Generate an ANSI/PRESTO sql query for the question :What was the market share for Kyprolis for years 2020 and 2022 for CML indication?," | |
| WITH | |
| kyprolis_2020 AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND Prescription_Fill_Year_Month >= date '2020-01-01' | |
| AND Prescription_Fill_Year_Month <= date '2020-12-31' | |
| AND indication like '%CML%' | |
| ), | |
| kyprolis_2022 AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND Prescription_Fill_Year_Month >= date '2022-01-01' | |
| AND Prescription_Fill_Year_Month <= date '2022-12-31' | |
| AND indication like '%CML%' | |
| ), | |
| total_2020 AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Prescription_Fill_Year_Month >= date '2020-01-01' | |
| AND Prescription_Fill_Year_Month <= date '2020-12-31' | |
| AND indication like '%CML%' | |
| ), | |
| total_2022 AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Prescription_Fill_Year_Month >= date '2022-01-01' | |
| AND Prescription_Fill_Year_Month <= date '2022-12-31' | |
| AND indication like '%CML%' | |
| ) | |
| SELECT | |
| ROUND(100.0 * kyprolis_2020.num_prescriptions / total_2020.num_prescriptions, 2) AS kyprolis_2020_market_share, | |
| ROUND(100.0 * kyprolis_2022.num_prescriptions / total_2022.num_prescriptions, 2) AS kyprolis_2022_market_share | |
| FROM kyprolis_2020, kyprolis_2022, total_2020, total_2022;" | |
| 32,Generate an ANSI/PRESTO sql query for the question :What's the most prescribed brand for CML indication? What is it's market share?," | |
| WITH num AS ( | |
| SELECT COUNT(DISTINCT(Claim_ID)) AS num_data | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication LIKE '%CML%' | |
| AND Prescription_Fill_Year_Month >= date((SELECT MAX(Prescription_Fill_Year_Month) | |
| FROM ""symphony-data"".""test_performance_v3"") - INTERVAL '9' MONTH) | |
| AND Drug_Name IN (SELECT Drug_Name | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication LIKE '%CML%' | |
| GROUP BY Drug_Name | |
| ORDER BY COUNT(DISTINCT(Claim_ID)) DESC | |
| LIMIT 1) | |
| ), | |
| den AS ( | |
| SELECT COUNT(DISTINCT(Claim_ID)) AS den_data | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication IN (SELECT DISTINCT(indication) | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication NOT LIKE 'No Indication' | |
| AND indication NOT LIKE 'Unknown_Flag' | |
| AND indication LIKE '%CML%') | |
| AND Prescription_Fill_Year_Month >= date((SELECT MAX(Prescription_Fill_Year_Month) | |
| FROM ""symphony-data"".""test_performance_v3"") - INTERVAL '9' MONTH) | |
| ) | |
| SELECT ROUND(100.0 * num_data / den_data, 2) AS market_share | |
| FROM num, den;" | |
| 33,"Generate an ANSI/PRESTO sql query for the question :Over the past 3 months, which state in the US has seen a higher number of claims for Kyprolis in the CML indication compared to its competitors?"," | |
| WITH kyprolis_prescriptions AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions, Patient_State | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%CML%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| GROUP BY Patient_State | |
| ), | |
| competitor_prescriptions AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions, Patient_State | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name not like '%KYPROLIS%' | |
| AND indication like '%CML%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| GROUP BY Patient_State | |
| ) | |
| SELECT kyprolis_prescriptions.Patient_State, kyprolis_prescriptions.num_prescriptions AS kyprolis_prescription_count, competitor_prescriptions.num_prescriptions AS competitor_prescription_count | |
| FROM kyprolis_prescriptions, competitor_prescriptions | |
| WHERE kyprolis_prescriptions.Patient_State = competitor_prescriptions.Patient_State | |
| AND kyprolis_prescriptions.num_prescriptions > competitor_prescriptions.num_prescriptions | |
| ORDER BY kyprolis_prescriptions.num_prescriptions DESC;" | |
| 34,Generate an ANSI/PRESTO sql query for the question :What is the relative growth of Kyprolis in last 9 months compared to previous year?," | |
| WITH | |
| numerator AS ( | |
| select count(Distinct(claim_ID)) as total_claims from ""symphony-data"".""test_performance_v3"" where Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '9' month) and Drug_Name like '%KYPROLIS%' | |
| ), | |
| denominator AS( | |
| select count(distinct(claim_ID)) as total_claims from ""symphony-data"".""test_performance_v3"" where Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year - interval '9' month) and Prescription_Fill_Year_Month <= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year) and Drug_Name like '%KYPROLIS%' | |
| ) | |
| SELECT (cast(numerator.total_claims as double) / (denominator.total_claims)-1)*100 as relative_growth from numerator, denominator;" | |
| 35,Generate an ANSI/PRESTO sql query for the question :How did Kyprolis prescriptions for CML indication grow for 2022 vs 2020?," | |
| WITH | |
| kyprolis_prescriptions_2020 AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%CML%' | |
| AND Prescription_Fill_Year_Month >= date('2020-01-01') | |
| AND Prescription_Fill_Year_Month <= date('2020-12-31') | |
| ), | |
| kyprolis_prescriptions_2022 AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%CML%' | |
| AND Prescription_Fill_Year_Month >= date('2022-01-01') | |
| AND Prescription_Fill_Year_Month <= date('2022-12-31') | |
| ) | |
| SELECT (cast(kyprolis_prescriptions_2022.num_prescriptions as double) / (kyprolis_prescriptions_2020.num_prescriptions)-1)*100 as growth from kyprolis_prescriptions_2020, kyprolis_prescriptions_2022;" | |
| 36,Generate an ANSI/PRESTO sql query for the question :Calculate evolution index for Kyprolis for CML indication for the last 9 months versus same time period last year,"WITH | |
| kyprolis_prescriptions_current AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%CML%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '9' month) | |
| ), | |
| kyprolis_prescriptions_previous AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%CML%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '18' month) | |
| AND Prescription_Fill_Year_Month <= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '9' month) | |
| ), | |
| cml_prescriptions_current AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%CML%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '9' month) | |
| ), | |
| cml_prescriptions_previous AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%CML%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '18' month) | |
| AND Prescription_Fill_Year_Month <= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '9' month) | |
| ) | |
| SELECT (cast((kyprolis_prescriptions_current.num_prescriptions/kyprolis_prescriptions_previous.num_prescriptions)-1 as double) / (cast((cml_prescriptions_current.num_prescriptions/cml_prescriptions_previous.num_prescriptions)-1 as double))) as evolution_index | |
| FROM kyprolis_prescriptions_current, kyprolis_prescriptions_previous, cml_prescriptions_current, cml_prescriptions_previous;" | |
| 37,Generate an ANSI/PRESTO sql query for the question :In which state has Kyprolis presciption count grown the most over the last 9 months compared to the same time period last year?," | |
| WITH | |
| kyprolis_prescriptions_current_year AS ( | |
| SELECT Patient_State, COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '9' month) | |
| GROUP BY Patient_State | |
| ), | |
| kyprolis_prescriptions_previous_year AS ( | |
| SELECT Patient_State, COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year - interval '9' month) | |
| AND Prescription_Fill_Year_Month <= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year) | |
| GROUP BY Patient_State | |
| ) | |
| SELECT | |
| kyprolis_prescriptions_current_year.Patient_State, | |
| (cast(kyprolis_prescriptions_current_year.num_prescriptions as double) / (kyprolis_prescriptions_previous_year.num_prescriptions)-1)*100 as growth | |
| FROM kyprolis_prescriptions_current_year, kyprolis_prescriptions_previous_year | |
| WHERE kyprolis_prescriptions_current_year.Patient_State = kyprolis_prescriptions_previous_year.Patient_State | |
| ORDER BY growth DESC | |
| LIMIT 1;" | |
| 38,"Generate an ANSI/PRESTO sql query for the question :For patients over 60 prescribed drugs for CML indication, what percentage of those prescriptions were for Kyprolis? "," | |
| WITH | |
| total_prescriptions AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS total_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%CML%' | |
| AND patient_age >= 60 | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| ), | |
| kyprolis_prescriptions AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS kyprolis_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%CML%' | |
| AND patient_age >= 60 | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| ) | |
| SELECT ROUND(100.0 * kyprolis_prescriptions.kyprolis_prescriptions / total_prescriptions.total_prescriptions, 2) as kyprolis_percentage | |
| FROM total_prescriptions, kyprolis_prescriptions;" | |
| 39,Generate an ANSI/PRESTO sql query for the question :What is the market share of Kyprolis in CML indication for patients above 40 years?," | |
| WITH num AS ( | |
| SELECT COUNT(DISTINCT(Claim_ID)) AS num_data | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name LIKE '%KYPROLIS%' | |
| AND indication LIKE '%CML%' | |
| AND patient_age > 40 | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| ), | |
| den AS ( | |
| SELECT COUNT(DISTINCT(Claim_ID)) AS den_data | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication LIKE '%CML%' | |
| AND patient_age > 40 | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| ) | |
| SELECT ROUND(100.0 * num_data / den_data, 2) AS market_share | |
| FROM num, den;" | |
| 40,Generate an ANSI/PRESTO sql query for the question :What is the market share of Kyprolis in CML indication for female/male patients over the last 9 months?,"""WITH | |
| kyprolis_prescriptions AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM """"symphony-data"""".""""test_performance_v3"""" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%CML%' | |
| AND Patient_Gender IN ('Male', 'Female') | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from """"symphony-data"""".""""test_performance_v3"""") - interval '9' month) | |
| ), | |
| total_prescriptions AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM """"symphony-data"""".""""test_performance_v3"""" | |
| WHERE indication like '%CML%' | |
| AND Patient_Gender IN ('Male', 'Female') | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from """"symphony-data"""".""""test_performance_v3"""") - interval '9' month) | |
| ) | |
| SELECT ROUND(100.0 * kyprolis_prescriptions.num_prescriptions / total_prescriptions.num_prescriptions, 2) as market_share from kyprolis_prescriptions, total_prescriptions;""" | |
| 41,Generate an ANSI/PRESTO sql query for the question :Which drug had highest claims for patients above 60 in CML indication over the last 1 year?,"WITH | |
| kyprolis_prescriptions AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%CML%' | |
| AND Patient_Gender IN ('Male', 'Female') | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '9' month) | |
| ), | |
| total_prescriptions AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%CML%' | |
| AND Patient_Gender IN ('Male', 'Female') | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '9' month) | |
| ) | |
| SELECT ROUND(100.0 * kyprolis_prescriptions.num_prescriptions / total_prescriptions.num_prescriptions, 2) as market_share from kyprolis_prescriptions, total_prescriptions; | |
| WITH cml_prescriptions AS ( | |
| SELECT Drug_Name, COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%CML%' | |
| AND patient_age > 60 | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year) | |
| GROUP BY Drug_Name | |
| ) | |
| SELECT Drug_Name, num_prescriptions | |
| FROM cml_prescriptions | |
| ORDER BY num_prescriptions DESC | |
| LIMIT 1;" | |
| 42,Generate an ANSI/PRESTO sql query for the question :Which state in the US had the highest number of claims in the CML indication for patients over the age of 60 over the last 9 months? Exclude None and blank values in state column," | |
| WITH | |
| kyprolis_prescriptions AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%CML%' | |
| AND Patient_Gender IN ('Male', 'Female') | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '9' month) | |
| ), | |
| total_prescriptions AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%CML%' | |
| AND Patient_Gender IN ('Male', 'Female') | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '9' month) | |
| ) | |
| SELECT ROUND(100.0 * kyprolis_prescriptions.num_prescriptions / total_prescriptions.num_prescriptions, 2) as market_share from kyprolis_prescriptions, total_prescriptions; | |
| WITH cml_prescriptions AS ( | |
| SELECT Drug_Name, COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%CML%' | |
| AND patient_age > 60 | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year) | |
| GROUP BY Drug_Name | |
| ) | |
| SELECT Drug_Name, num_prescriptions | |
| FROM cml_prescriptions | |
| ORDER BY num_prescriptions DESC | |
| LIMIT 1; | |
| SELECT Patient_State, COUNT(distinct(Claim_ID)) as num_claims | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%CML%' | |
| AND Patient_State NOT IN ('None', '') | |
| AND patient_age > 60 | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '9' month) | |
| GROUP BY Patient_State | |
| ORDER BY num_claims DESC | |
| LIMIT 1;" | |
| 43,Generate an ANSI/PRESTO sql query for the question :What is the most common payer type for Kyprolis in last 9 months?," | |
| WITH kyprolis_prescriptions AS ( | |
| SELECT plan_type_description, COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '9' month) | |
| AND plan_type_description NOT IN ('NONE', '') | |
| GROUP BY plan_type_description | |
| ) | |
| SELECT plan_type_description, num_prescriptions | |
| FROM kyprolis_prescriptions | |
| ORDER BY num_prescriptions DESC | |
| LIMIT 1;" | |
| 44,Generate an ANSI/PRESTO sql query for the question :What is the avg. out of pocket pay for Kyprolis in NY state in last 9 months?," | |
| SELECT AVG(Total_Patient_Responsibility) as avg_patient_pay | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND Patient_State = 'New York' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '9' month);" | |
| 45,Generate an ANSI/PRESTO sql query for the question :Could you provide a ranking of all the brands in the CML indication based on their share of commercial payers over the last 9 months?,"WITH | |
| commercial_payers AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE plan_type_description = 'COMMERCIAL' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '9' month) | |
| AND indication like '%CML%' | |
| ), | |
| total_payers AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '9' month) | |
| AND indication like '%CML%' | |
| ) | |
| SELECT Drug_Name, ROUND(100.0 * commercial_payers.num_prescriptions / total_payers.num_prescriptions, 2) as share_of_commercial_payers | |
| FROM commercial_payers, total_payers | |
| WHERE Drug_Name in (SELECT distinct(Drug_Name) FROM ""symphony-data"".""test_performance_v3"" WHERE indication like '%CML%') | |
| ORDER BY share_of_commercial_payers DESC;" | |
| 46,"Generate an ANSI/PRESTO sql query for the question :Based on the average out-of-pocket expenses for patients over 60 years old in the CML indication over the last 6 months, could you please give me the 5 drugs with lowest out-of-pocket expenses?"," | |
| WITH patient_expenses AS ( | |
| SELECT Drug_Name, AVG(Total_Patient_Responsibility) as avg_patient_pay | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%CML%' | |
| AND patient_age >= 60 | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '6' month) | |
| GROUP BY Drug_Name | |
| ) | |
| SELECT Drug_Name, avg_patient_pay | |
| FROM patient_expenses | |
| ORDER BY avg_patient_pay ASC | |
| LIMIT 5;" | |
| 47,Generate an ANSI/PRESTO sql query for the question :What is Kyprolis's claims volume in the last 6 months?," | |
| SELECT COUNT(distinct(claim_ID)) AS num_claims | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '6' month);" | |
| 48,Generate an ANSI/PRESTO sql query for the question :What is Kyprolis's claims volume in the last 6 months for ITP indication?," | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%ITP%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '6' month);" | |
| 49,Generate an ANSI/PRESTO sql query for the question :Which brand had the highest claims in ITP indication in last 6 months?," | |
| SELECT Drug_Name, COUNT(distinct(claim_ID)) as num_claims | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%ITP%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '6' month) | |
| GROUP BY Drug_Name | |
| ORDER BY num_claims DESC | |
| LIMIT 1;" | |
| 50,Generate an ANSI/PRESTO sql query for the question :Which brand had the highest claims in NY state in ITP indication in last 6 months?," | |
| SELECT Drug_Name, COUNT(distinct(claim_ID)) as num_claims | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%ITP%' | |
| AND Patient_State = 'NY' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '6' month) | |
| GROUP BY Drug_Name | |
| ORDER BY num_claims DESC | |
| LIMIT 1;" | |
| 51,Generate an ANSI/PRESTO sql query for the question :Identify the state where Kyprolis had the most prescriptions for ITP indications? Ignore blanks for state," | |
| SELECT Patient_State, COUNT(distinct(Claim_ID)) as num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%ITP%' | |
| AND Patient_State NOT LIKE 'None' | |
| AND Patient_State NOT LIKE '' | |
| GROUP BY Patient_State | |
| ORDER BY num_prescriptions DESC | |
| LIMIT 1;" | |
| 52,Generate an ANSI/PRESTO sql query for the question :What was the market share of the top 3 drugs prescribed for ITP indication over the last 6 months?," | |
| WITH | |
| top_3_drugs AS ( | |
| SELECT Drug_Name, COUNT(distinct(claim_ID)) as num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%ITP%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '6' month) | |
| GROUP BY Drug_Name | |
| order by num_prescriptions desc | |
| limit 3 | |
| ), | |
| total_prescriptions AS ( | |
| SELECT COUNT(distinct(claim_ID)) as total_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%ITP%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '6' month) | |
| ) | |
| SELECT | |
| top_3_drugs.Drug_Name, | |
| ROUND(100.0 * top_3_drugs.num_prescriptions / total_prescriptions.total_prescriptions, 2) as market_share | |
| FROM top_3_drugs, total_prescriptions;" | |
| 53,Generate an ANSI/PRESTO sql query for the question :Give me the market share by drug for the top 10 drugs for ITP indication over the last 6 months," | |
| WITH num AS ( | |
| SELECT Drug_Name, COUNT(DISTINCT(Claim_ID)) AS num_data | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%ITP%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '6' month) | |
| GROUP BY Drug_Name | |
| ORDER BY num_data DESC | |
| LIMIT 10 | |
| ), | |
| den AS ( | |
| SELECT COUNT(DISTINCT(Claim_ID)) AS den_data | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%ITP%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '6' month) | |
| ) | |
| SELECT num.Drug_Name, ROUND(100.0 * num.num_data / den.den_data, 2) AS market_share | |
| FROM num, den;" | |
| 54,Generate an ANSI/PRESTO sql query for the question :What was the market share for Kyprolis for years 2021 and 2022 for ITP indication?," | |
| WITH num_2021 AS ( | |
| SELECT COUNT(distinct(Claim_ID)) as num_data_2021 from ""symphony-data"".""test_performance_v3"" where Drug_Name like '%KYPROLIS%' and Prescription_Fill_Year_Month >= date('2021-01-01') and Prescription_Fill_Year_Month <= date('2021-12-31') and indication like '%ITP%' | |
| ), | |
| den_2021 AS ( | |
| SELECT COUNT(distinct(Claim_ID)) as den_data_2021 from ""symphony-data"".""test_performance_v3"" where indication in (SELECT distinct(indication) FROM ""symphony-data"".""test_performance_v3"" where Drug_Name like '%KYPROLIS%' and indication like '%ITP%' and indication not like 'No Indication' and indication not like 'Unknown_Flag') and Prescription_Fill_Year_Month >= date('2021-01-01') and Prescription_Fill_Year_Month <= date('2021-12-31') | |
| ), | |
| num_2022 AS ( | |
| SELECT COUNT(distinct(Claim_ID)) as num_data_2022 from ""symphony-data"".""test_performance_v3"" where Drug_Name like '%KYPROLIS%' and Prescription_Fill_Year_Month >= date('2022-01-01') and Prescription_Fill_Year_Month <= date('2022-12-31') and indication like '%ITP%' | |
| ), | |
| den_2022 AS ( | |
| SELECT COUNT(distinct(Claim_ID)) as den_data_2022 from ""symphony-data"".""test_performance_v3"" where indication in (SELECT distinct(indication) FROM ""symphony-data"".""test_performance_v3"" where Drug_Name like '%KYPROLIS%' and indication like '%ITP%' and indication not like 'No Indication' and indication not like 'Unknown_Flag') and Prescription_Fill_Year_Month >= date('2022-01-01') and Prescription_Fill_Year_Month <= date('2022-12-31') | |
| ) | |
| SELECT ROUND(100.0 * num_data_2021 / den_data_2021, 2) as market_share_2021, ROUND(100.0 * num_data_2022 / den_data_2022, 2) as market_share_2022 from num_2021, den_2021, num_2022, den_2022;" | |
| 55,Generate an ANSI/PRESTO sql query for the question :What's the most prescribed brand for ITP indication? What is it's market share?," | |
| WITH num AS ( | |
| SELECT COUNT(distinct(Claim_ID)) as num_data | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%ITP%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| ), | |
| den AS ( | |
| SELECT COUNT(distinct(Claim_ID)) as den_data | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%ITP%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| ), | |
| brand_data AS ( | |
| SELECT Drug_Name, COUNT(distinct(Claim_ID)) as brand_data | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%ITP%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| GROUP BY Drug_Name | |
| ORDER BY brand_data DESC | |
| LIMIT 1 | |
| ) | |
| SELECT Drug_Name, ROUND(100.0 * brand_data / den_data, 2) as market_share | |
| FROM num, den, brand_data;" | |
| 56,"Generate an ANSI/PRESTO sql query for the question :Over the past 6 months, which state in the US has seen a higher number of claims for Kyprolis in the ITP indication compared to its competitors?"," | |
| WITH kyprolis_claims AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_claims, Patient_State | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%ITP%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '180' day) | |
| GROUP BY Patient_State | |
| ), | |
| competitor_claims AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_claims, Patient_State | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name not like '%KYPROLIS%' | |
| AND indication like '%ITP%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '180' day) | |
| GROUP BY Patient_State | |
| ) | |
| SELECT kyprolis_claims.Patient_State | |
| FROM kyprolis_claims, competitor_claims | |
| WHERE kyprolis_claims.num_claims > competitor_claims.num_claims;" | |
| 57,Generate an ANSI/PRESTO sql query for the question :What is the relative growth of Kyprolis in last 9 months compared to previous year?," | |
| WITH | |
| numerator AS ( | |
| select count(Distinct(claim_ID)) as total_claims from ""symphony-data"".""test_performance_v3"" where Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '9' month) and Drug_Name like '%KYPROLIS%' | |
| ), | |
| denominator AS( | |
| select count(distinct(claim_ID)) as total_claims from ""symphony-data"".""test_performance_v3"" where Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year - interval '9' month) and Prescription_Fill_Year_Month <= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year) and Drug_Name like '%KYPROLIS%' | |
| ) | |
| SELECT (cast(numerator.total_claims as double) / (denominator.total_claims)-1)*100 as relative_growth from numerator, denominator;" | |
| 58,Generate an ANSI/PRESTO sql query for the question :How did Kyprolis prescriptions for ITP indication grow for 2022 vs 2021?," | |
| WITH kyprolis_prescriptions_2021 AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%ITP%' | |
| AND Prescription_Fill_Year_Month >= date('2021-01-01') | |
| AND Prescription_Fill_Year_Month <= date('2021-12-31') | |
| ), | |
| kyprolis_prescriptions_2022 AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%ITP%' | |
| AND Prescription_Fill_Year_Month >= date('2022-01-01') | |
| AND Prescription_Fill_Year_Month <= date('2022-12-31') | |
| ) | |
| SELECT (cast(kyprolis_prescriptions_2022.num_prescriptions as double) / (kyprolis_prescriptions_2021.num_prescriptions)-1)*100 as growth from kyprolis_prescriptions_2021, kyprolis_prescriptions_2022;" | |
| 59,Generate an ANSI/PRESTO sql query for the question :Calculate evolution index for Kyprolis for ITP indication for the last 5 months versus same time period last year," | |
| WITH | |
| kyprolis_prescriptions_current AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%ITP%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '5' month) | |
| ), | |
| kyprolis_prescriptions_previous AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%ITP%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year - interval '5' month) | |
| AND Prescription_Fill_Year_Month <= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year) | |
| ), | |
| itp_prescriptions_current AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%ITP%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '5' month) | |
| ), | |
| itp_prescriptions_previous AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%ITP%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year - interval '5' month) | |
| AND Prescription_Fill_Year_Month <= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year) | |
| ) | |
| SELECT (cast((kyprolis_prescriptions_current.num_prescriptions/kyprolis_prescriptions_previous.num_prescriptions)-1 as double) / (cast((itp_prescriptions_current.num_prescriptions/itp_prescriptions_previous.num_prescriptions)-1 as double))) as evolution_index | |
| FROM kyprolis_prescriptions_current, kyprolis_prescriptions_previous, itp_prescriptions_current, itp_prescriptions_previous;" | |
| 60,Generate an ANSI/PRESTO sql query for the question :In which state has Kyprolis presciption count grown the most over the last 5 months compared to the same time period last year?," | |
| WITH | |
| kyprolis_prescriptions_current_year AS ( | |
| SELECT Patient_State, COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '5' month) | |
| GROUP BY Patient_State | |
| ), | |
| kyprolis_prescriptions_previous_year AS ( | |
| SELECT Patient_State, COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year - interval '5' month) | |
| AND Prescription_Fill_Year_Month <= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year) | |
| GROUP BY Patient_State | |
| ) | |
| SELECT | |
| kyprolis_prescriptions_current_year.Patient_State, | |
| (cast(kyprolis_prescriptions_current_year.num_prescriptions as double) / (kyprolis_prescriptions_previous_year.num_prescriptions)-1)*100 as growth | |
| FROM kyprolis_prescriptions_current_year, kyprolis_prescriptions_previous_year | |
| WHERE kyprolis_prescriptions_current_year.Patient_State = kyprolis_prescriptions_previous_year.Patient_State | |
| ORDER BY growth DESC | |
| LIMIT 1;" | |
| 61,"Generate an ANSI/PRESTO sql query for the question :For patients over 60 prescribed drugs for ITP indication, what percentage of those prescriptions were for Kyprolis? "," | |
| WITH | |
| total_prescriptions AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS total_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%ITP%' | |
| AND patient_age >= 60 | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| ), | |
| kyprolis_prescriptions AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS kyprolis_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%ITP%' | |
| AND patient_age >= 60 | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| ) | |
| SELECT ROUND(100.0 * kyprolis_prescriptions.kyprolis_prescriptions / total_prescriptions.total_prescriptions, 2) as kyprolis_percentage | |
| FROM total_prescriptions, kyprolis_prescriptions;" | |
| 62,Generate an ANSI/PRESTO sql query for the question :What is the market share of Kyprolis in ITP indication for patients above 60 years?," | |
| WITH num AS ( | |
| SELECT COUNT(DISTINCT(Claim_ID)) AS num_data | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name LIKE '%KYPROLIS%' | |
| AND indication LIKE '%ITP%' | |
| AND patient_age > 60 | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| ), | |
| den AS ( | |
| SELECT COUNT(DISTINCT(Claim_ID)) AS den_data | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication LIKE '%ITP%' | |
| AND patient_age > 60 | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| ) | |
| SELECT ROUND(100.0 * num_data / den_data, 2) AS market_share | |
| FROM num, den;" | |
| 63,Generate an ANSI/PRESTO sql query for the question :What is the market share of Kyprolis in ITP indication for female/male patients over the last 6 months?," | |
| WITH num AS ( | |
| SELECT COUNT(DISTINCT(Claim_ID)) AS num_data | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name LIKE '%KYPROLIS%' | |
| AND indication LIKE '%ITP%' | |
| AND Patient_Gender IN ('Male', 'Female') | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '180' day) | |
| ), | |
| den AS ( | |
| SELECT COUNT(DISTINCT(Claim_ID)) AS den_data | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication LIKE '%ITP%' | |
| AND Patient_Gender IN ('Male', 'Female') | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '180' day) | |
| ) | |
| SELECT ROUND(100.0 * num_data / den_data, 2) AS market_share | |
| FROM num, den;" | |
| 64,Generate an ANSI/PRESTO sql query for the question :Which drug had highest claims for patients above 60 in ITP indication over the last 1 year?," | |
| WITH | |
| age_60_plus AS ( | |
| SELECT COUNT(distinct(claim_ID)) as num_claims | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE patient_age >= 60 | |
| AND indication like '%ITP%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year) | |
| ), | |
| drug_claims AS ( | |
| SELECT Drug_Name, COUNT(distinct(claim_ID)) as num_claims | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE patient_age >= 60 | |
| AND indication like '%ITP%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year) | |
| GROUP BY Drug_Name | |
| ) | |
| SELECT Drug_Name, num_claims | |
| FROM drug_claims | |
| ORDER BY num_claims DESC | |
| LIMIT 1;" | |
| 65,Generate an ANSI/PRESTO sql query for the question :Which state in the US had the highest number of claims in the ITP indication for patients over the age of 60 over the last 6 months? Exclude None and blank values in state column," | |
| SELECT Patient_State, COUNT(distinct(Claim_ID)) as num_claims | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%ITP%' | |
| AND Patient_State NOT IN ('None', '') | |
| AND patient_age > 60 | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '6' month) | |
| GROUP BY Patient_State | |
| ORDER BY num_claims DESC | |
| LIMIT 1;" | |
| 66,Generate an ANSI/PRESTO sql query for the question :What is the most common payer type for Kyprolis in last 6 months?," | |
| WITH kyprolis_prescriptions AS ( | |
| SELECT plan_type_description, COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '6' month) | |
| AND plan_type_description NOT IN ('NONE', '') | |
| GROUP BY plan_type_description | |
| ) | |
| SELECT plan_type_description, num_prescriptions | |
| FROM kyprolis_prescriptions | |
| ORDER BY num_prescriptions DESC | |
| LIMIT 1;" | |
| 67,Generate an ANSI/PRESTO sql query for the question :What is the avg. out of pocket pay for Kyprolis in NY state in last 6 months?," | |
| SELECT AVG(Total_Patient_Responsibility) as avg_patient_pay | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND Patient_State = 'NY' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '6' month);" | |
| 68,Generate an ANSI/PRESTO sql query for the question :Could you provide a ranking of all the brands in the ITP indication based on their share of commercial payers over the last 5 months?," | |
| WITH | |
| commercial_payers AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE plan_type_description = 'COMMERCIAL' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '150' day) | |
| AND indication like '%ITP%' | |
| ), | |
| total_payers AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '150' day) | |
| AND indication like '%ITP%' | |
| ) | |
| SELECT Drug_Name, ROUND(100.0 * commercial_payers.num_prescriptions / total_payers.num_prescriptions, 2) as share_of_commercial_payers | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| INNER JOIN commercial_payers | |
| ON ""symphony-data"".""test_performance_v3"".indication = commercial_payers.indication | |
| INNER JOIN total_payers | |
| ON ""symphony-data"".""test_performance_v3"".indication = total_payers.indication | |
| WHERE Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '150' day) | |
| AND indication like '%ITP%' | |
| GROUP BY Drug_Name | |
| ORDER BY share_of_commercial_payers DESC;" | |
| 69,"Generate an ANSI/PRESTO sql query for the question :Based on the average out-of-pocket expenses for patients over 60 years old in the ITP indication over the last 3 months, could you please give me the 4 drugs with lowest out-of-pocket expenses?"," | |
| WITH avg_patient_pay AS ( | |
| SELECT Drug_Name, AVG(Total_Patient_Responsibility) as avg_patient_pay | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%ITP%' | |
| AND patient_age >= 60 | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| GROUP BY Drug_Name | |
| ) | |
| SELECT Drug_Name, avg_patient_pay | |
| FROM avg_patient_pay | |
| ORDER BY avg_patient_pay ASC | |
| LIMIT 4;" | |
| 70,Generate an ANSI/PRESTO sql query for the question: What is Kyprolis's claims volume in the last 12 months?," | |
| SELECT COUNT(distinct(claim_ID)) AS num_claims | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year);" | |
| 71,Generate an ANSI/PRESTO sql query for the question: What is Kyprolis's claims volume in the last 12 months for cll_or_fl indication?," | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%CLL_OR_FL%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year);" | |
| 72,Generate an ANSI/PRESTO sql query for the question: Which brand had the highest claims in cll_or_fl indication in last 12 months?," | |
| SELECT Drug_Name, COUNT(distinct(claim_ID)) as num_claims | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%CLL_OR_FL%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year) | |
| GROUP BY Drug_Name | |
| ORDER BY num_claims DESC | |
| LIMIT 1;" | |
| 73,Generate an ANSI/PRESTO sql query for the question: Which brand had the highest claims in NY state in cll_or_fl indication in last 12 months?," | |
| SELECT Drug_Name, COUNT(distinct(claim_ID)) as num_claims | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%CLL_OR_FL%' | |
| AND Patient_State = 'NY' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year) | |
| GROUP BY Drug_Name | |
| ORDER BY num_claims DESC | |
| LIMIT 1;" | |
| 74,Generate an ANSI/PRESTO sql query for the question: Identify the state where Kyprolis had the most prescriptions for cll_or_fl indications? Ignore blanks for state," | |
| SELECT Patient_State, COUNT(distinct(Claim_ID)) as num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%CLL_OR_FL%' | |
| AND Patient_State NOT LIKE 'None' | |
| AND Patient_State NOT LIKE '' | |
| GROUP BY Patient_State | |
| ORDER BY num_prescriptions DESC | |
| LIMIT 1;" | |
| 75,Generate an ANSI/PRESTO sql query for the question: What was the market share of the top 8 drugs prescribed for cll_or_fl indication over the last 12 months?," | |
| WITH top_8_drugs AS ( | |
| SELECT Drug_Name, COUNT(distinct(claim_ID)) as num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%CLL_OR_FL%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '12' month) | |
| GROUP BY Drug_Name | |
| ORDER BY num_prescriptions DESC | |
| LIMIT 8 | |
| ), | |
| total_prescriptions AS ( | |
| SELECT COUNT(distinct(claim_ID)) as total_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%CLL_OR_FL%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '12' month) | |
| ) | |
| SELECT Drug_Name, ROUND(100.0 * num_prescriptions / total_prescriptions, 2) as market_share | |
| FROM top_8_drugs, total_prescriptions;" | |
| 76,Generate an ANSI/PRESTO sql query for the question: Give me the market share by drug for the top 5 drugs for cll_or_fl indication over the last 12 months," | |
| WITH top_5_drugs AS ( | |
| SELECT Drug_Name, count(distinct(claim_ID)) as num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%CLL_OR_FL%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year) | |
| GROUP BY Drug_Name | |
| order by num_prescriptions desc | |
| limit 5 | |
| ), | |
| total_prescriptions AS ( | |
| SELECT COUNT(distinct(claim_ID)) as total_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%CLL_OR_FL%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year) | |
| ) | |
| SELECT | |
| top_5_drugs.Drug_Name, | |
| ROUND(100.0 * top_5_drugs.num_prescriptions / total_prescriptions.total_prescriptions, 2) as market_share | |
| FROM top_5_drugs, total_prescriptions;" | |
| 77,Generate an ANSI/PRESTO sql query for the question: What was the market share for Kyprolis for years 2019 and 2020 for cll_or_fl indication?," | |
| WITH | |
| kyprolis_2019 AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND Prescription_Fill_Year_Month >= date('2019-01-01') | |
| AND Prescription_Fill_Year_Month <= date('2019-12-31') | |
| AND indication like '%CLL_OR_FL%' | |
| ), | |
| kyprolis_2020 AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND Prescription_Fill_Year_Month >= date('2020-01-01') | |
| AND Prescription_Fill_Year_Month <= date('2020-12-31') | |
| AND indication like '%CLL_OR_FL%' | |
| ), | |
| total_2019 AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Prescription_Fill_Year_Month >= date('2019-01-01') | |
| AND Prescription_Fill_Year_Month <= date('2019-12-31') | |
| AND indication like '%CLL_OR_FL%' | |
| ), | |
| total_2020 AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Prescription_Fill_Year_Month >= date('2020-01-01') | |
| AND Prescription_Fill_Year_Month <= date('2020-12-31') | |
| AND indication like '%CLL_OR_FL%' | |
| ) | |
| SELECT | |
| ROUND(100.0 * kyprolis_2019.num_prescriptions / total_2019.num_prescriptions, 2) AS kyprolis_2019_market_share, | |
| ROUND(100.0 * kyprolis_2020.num_prescriptions / total_2020.num_prescriptions, 2) AS kyprolis_2020_market_share | |
| FROM kyprolis_2019, kyprolis_2020, total_2019, total_2020;" | |
| 78,Generate an ANSI/PRESTO sql query for the question: What's the most prescribed brand for cll_or_fl indication? What is it's market share?," | |
| WITH num AS ( | |
| SELECT COUNT(DISTINCT(Claim_ID)) AS num_data | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication LIKE '%CLL_OR_FL%' | |
| AND Drug_Name NOT LIKE '%NONE%' | |
| AND Drug_Name NOT LIKE '%BLANK%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| ), | |
| den AS ( | |
| SELECT COUNT(DISTINCT(Claim_ID)) AS den_data | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication LIKE '%CLL_OR_FL%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| ), | |
| brand_data AS ( | |
| SELECT Drug_Name, COUNT(DISTINCT(Claim_ID)) AS brand_data | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication LIKE '%CLL_OR_FL%' | |
| AND Drug_Name NOT LIKE '%NONE%' | |
| AND Drug_Name NOT LIKE '%BLANK%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| GROUP BY Drug_Name | |
| ORDER BY brand_data DESC | |
| LIMIT 1 | |
| ) | |
| SELECT brand_data.Drug_Name AS most_prescribed_brand, ROUND(100.0 * num_data / den_data, 2) AS market_share | |
| FROM num, den, brand_data;" | |
| 79,"Generate an ANSI/PRESTO sql query for the question: Over the past 9 months, which state in the US has seen a higher number of claims for Kyprolis in the cll_or_fl indication compared to its competitors?"," | |
| WITH kyprolis_prescriptions AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions, Patient_State | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%CLL_OR_FL%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '9' month) | |
| GROUP BY Patient_State | |
| ), | |
| competitor_prescriptions AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions, Patient_State | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name not like '%KYPROLIS%' | |
| AND indication like '%CLL_OR_FL%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '9' month) | |
| GROUP BY Patient_State | |
| ) | |
| SELECT kyprolis_prescriptions.Patient_State | |
| FROM kyprolis_prescriptions, competitor_prescriptions | |
| WHERE kyprolis_prescriptions.num_prescriptions > competitor_prescriptions.num_prescriptions;" | |
| 80,Generate an ANSI/PRESTO sql query for the question: What is the relative growth of Kyprolis in last 12 months compared to previous year?," | |
| WITH | |
| numerator AS ( | |
| select count(Distinct(claim_ID)) as total_claims from ""symphony-data"".""test_performance_v3"" where Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '12' month) and Drug_Name like '%KYPROLIS%' | |
| ), | |
| denominator AS( | |
| select count(distinct(claim_ID)) as total_claims from ""symphony-data"".""test_performance_v3"" where Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '2' year - interval '12' month) and Prescription_Fill_Year_Month <= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '2' year) and Drug_Name like '%KYPROLIS%' | |
| ) | |
| SELECT (cast(numerator.total_claims as double) / (denominator.total_claims)-1)*100 as relative_growth from numerator, denominator;" | |
| 81,Generate an ANSI/PRESTO sql query for the question: How did Kyprolis prescriptions for cll_or_fl indication grow for 2020 vs 2019?," | |
| WITH | |
| kyprolis_prescriptions_2020 AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%CLL_OR_FL%' | |
| AND Prescription_Fill_Year_Month >= date('2020-01-01') | |
| AND Prescription_Fill_Year_Month <= date('2020-12-31') | |
| ), | |
| kyprolis_prescriptions_2019 AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%CLL_OR_FL%' | |
| AND Prescription_Fill_Year_Month >= date('2019-01-01') | |
| AND Prescription_Fill_Year_Month <= date('2019-12-31') | |
| ) | |
| SELECT (cast(kyprolis_prescriptions_2020.num_prescriptions as double) / (kyprolis_prescriptions_2019.num_prescriptions)-1)*100 as growth from kyprolis_prescriptions_2020, kyprolis_prescriptions_2019;" | |
| 82,Generate an ANSI/PRESTO sql query for the question: Calculate evolution index for Kyprolis for cll_or_fl indication for the last 8 months versus same time period last year," | |
| WITH | |
| kyprolis_prescriptions_current AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%CLL_OR_FL%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '8' month) | |
| ), | |
| kyprolis_prescriptions_previous AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%CLL_OR_FL%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '16' month) | |
| AND Prescription_Fill_Year_Month <= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '8' month) | |
| ), | |
| overall_indication_prescriptions_current AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%CLL_OR_FL%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '8' month) | |
| ), | |
| overall_indication_prescriptions_previous AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%CLL_OR_FL%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '16' month) | |
| AND Prescription_Fill_Year_Month <= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '8' month) | |
| ) | |
| SELECT (cast((kyprolis_prescriptions_current.num_prescriptions/kyprolis_prescriptions_previous.num_prescriptions)-1 as double) / (cast((overall_indication_prescriptions_current.num_prescriptions/overall_indication_prescriptions_previous.num_prescriptions)-1 as double))) as evolution_index | |
| FROM kyprolis_prescriptions_current, kyprolis_prescriptions_previous, overall_indication_prescriptions_current, overall_indication_prescriptions_previous;" | |
| 83,Generate an ANSI/PRESTO sql query for the question: In which state has Kyprolis presciption count grown the most over the last 10 months compared to the same time period last year?," | |
| WITH | |
| kyprolis_prescriptions_current_year AS ( | |
| SELECT Patient_State, COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '10' month) | |
| GROUP BY Patient_State | |
| ), | |
| kyprolis_prescriptions_previous_year AS ( | |
| SELECT Patient_State, COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year - interval '10' month) | |
| AND Prescription_Fill_Year_Month <= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year) | |
| GROUP BY Patient_State | |
| ) | |
| SELECT | |
| kyprolis_prescriptions_current_year.Patient_State, | |
| (cast(kyprolis_prescriptions_current_year.num_prescriptions as double) / (kyprolis_prescriptions_previous_year.num_prescriptions)-1)*100 as growth | |
| FROM kyprolis_prescriptions_current_year, kyprolis_prescriptions_previous_year | |
| WHERE kyprolis_prescriptions_current_year.Patient_State = kyprolis_prescriptions_previous_year.Patient_State | |
| ORDER BY growth DESC | |
| LIMIT 1;" | |
| 84,"Generate an ANSI/PRESTO sql query for the question: For patients over 60 prescribed drugs for cll_or_fl indication, what percentage of those prescriptions were for Kyprolis? "," | |
| WITH | |
| total_prescriptions AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS total_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%CLL_OR_FL%' | |
| AND patient_age >= 60 | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| ), | |
| kyprolis_prescriptions AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS kyprolis_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%CLL_OR_FL%' | |
| AND patient_age >= 60 | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| ) | |
| SELECT ROUND(100.0 * kyprolis_prescriptions.kyprolis_prescriptions / total_prescriptions.total_prescriptions, 2) as kyprolis_percentage | |
| FROM total_prescriptions, kyprolis_prescriptions;" | |
| 85,Generate an ANSI/PRESTO sql query for the question: What is the market share of Kyprolis in cll_or_fl indication for patients above 60 years?," | |
| WITH num AS ( | |
| SELECT COUNT(DISTINCT(Claim_ID)) AS num_data | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name LIKE '%KYPROLIS%' | |
| AND indication LIKE '%CLL_OR_FL%' | |
| AND patient_age >= 60 | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| ), | |
| den AS ( | |
| SELECT COUNT(DISTINCT(Claim_ID)) AS den_data | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication LIKE '%CLL_OR_FL%' | |
| AND patient_age >= 60 | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '90' day) | |
| ) | |
| SELECT ROUND(100.0 * num_data / den_data, 2) AS market_share | |
| FROM num, den;" | |
| 86,Generate an ANSI/PRESTO sql query for the question: What is the market share of Kyprolis in cll_or_fl indication for female/male patients over the last 12 months?," | |
| WITH | |
| kyprolis_prescriptions AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND indication like '%CLL_OR_FL%' | |
| AND Patient_Gender IN ('Male', 'Female') | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '12' month) | |
| ), | |
| total_prescriptions AS ( | |
| SELECT COUNT(distinct(claim_ID)) AS num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%CLL_OR_FL%' | |
| AND Patient_Gender IN ('Male', 'Female') | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '12' month) | |
| ) | |
| SELECT ROUND(100.0 * kyprolis_prescriptions.num_prescriptions / total_prescriptions.num_prescriptions, 2) as market_share from kyprolis_prescriptions, total_prescriptions;" | |
| 87,Generate an ANSI/PRESTO sql query for the question: Which drug had highest claims for patients above 60 in cll_or_fl indication over the last 2 year?," | |
| WITH cll_or_fl_claims AS ( | |
| SELECT Drug_Name, COUNT(distinct(claim_ID)) AS num_claims | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%CLL_OR_FL%' | |
| AND patient_age >= 60 | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '2' year) | |
| GROUP BY Drug_Name | |
| ) | |
| SELECT Drug_Name, num_claims | |
| FROM cll_or_fl_claims | |
| ORDER BY num_claims DESC | |
| LIMIT 1;" | |
| 88,Generate an ANSI/PRESTO sql query for the question: Which state in the US had the highest number of claims in the cll_or_fl indication for patients over the age of 60 over the last 12 months? Exclude None and blank values in state column," | |
| SELECT Patient_State, COUNT(distinct(Claim_ID)) as num_claims | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%cll_or_fl%' | |
| AND patient_age > 60 | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '1' year) | |
| AND Patient_State NOT IN ('None', '') | |
| GROUP BY Patient_State | |
| ORDER BY num_claims DESC | |
| LIMIT 1;" | |
| 89,Generate an ANSI/PRESTO sql query for the question: What is the most common payer type for Kyprolis in last 10 months?," | |
| SELECT plan_type_description, COUNT(distinct(claim_ID)) as num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '10' month) | |
| AND plan_type_description NOT IN ('NONE', '') | |
| GROUP BY plan_type_description | |
| ORDER BY num_prescriptions DESC | |
| LIMIT 1;" | |
| 90,Generate an ANSI/PRESTO sql query for the question: What is the avg. out of pocket pay for Kyprolis in NY state in last 10 months?," | |
| SELECT AVG(Total_Patient_Responsibility) as avg_patient_pay | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE Drug_Name like '%KYPROLIS%' | |
| AND Patient_State = 'NY' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '10' month);" | |
| 91,Generate an ANSI/PRESTO sql query for the question: Could you provide a ranking of all the brands in the cll_or_fl indication based on their share of commercial payers over the last 10 months?," | |
| WITH commercial_payers AS ( | |
| SELECT Drug_Name, COUNT(distinct(claim_ID)) as num_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE plan_type_description = 'COMMERCIAL' | |
| AND indication like '%cll_or_fl%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '10' month) | |
| GROUP BY Drug_Name | |
| ), | |
| total_payers AS ( | |
| SELECT COUNT(distinct(claim_ID)) as total_prescriptions | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%cll_or_fl%' | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '10' month) | |
| ) | |
| SELECT Drug_Name, ROUND(100.0 * num_prescriptions / total_prescriptions, 2) as share_of_commercial_payers | |
| FROM commercial_payers, total_payers | |
| ORDER BY share_of_commercial_payers DESC;" | |
| 92,"Generate an ANSI/PRESTO sql query for the question: Based on the average out-of-pocket expenses for patients over 60 years old in the cll_or_fl indication over the last 5 months, could you please give me the 8 drugs with lowest out-of-pocket expenses?"," | |
| WITH avg_patient_pay AS ( | |
| SELECT Drug_Name, AVG(Total_Patient_Responsibility) as avg_patient_pay | |
| FROM ""symphony-data"".""test_performance_v3"" | |
| WHERE indication like '%cll_or_fl%' | |
| AND patient_age >= 60 | |
| AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month) | |
| from ""symphony-data"".""test_performance_v3"") - interval '5' month) | |
| GROUP BY Drug_Name | |
| ) | |
| SELECT Drug_Name, avg_patient_pay | |
| FROM avg_patient_pay | |
| ORDER BY avg_patient_pay ASC | |
| LIMIT 8;" | |