zrx-kishore commited on
Commit
9de41b0
·
1 Parent(s): c2f4e35

Create val.csv

Browse files
Files changed (1) hide show
  1. val.csv +425 -0
val.csv ADDED
@@ -0,0 +1,425 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ id,Instruction,output
2
+ 1,Generate an ANSI/PRESTO sql query for the question :What is Kyprolis's claims volume in the last 7 months?,"
3
+
4
+ SELECT COUNT(distinct(claim_ID)) AS num_prescriptions
5
+ FROM ""symphony-data"".""test_performance_v3""
6
+ WHERE Drug_Name like '%KYPROLIS%'
7
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
8
+ from ""symphony-data"".""test_performance_v3"") - interval '7' month);"
9
+ 2,Generate an ANSI/PRESTO sql query for the question :What is Kyprolis's claims volume in the last 7 months for DLBCL indication?,"SELECT COUNT(distinct(claim_ID)) AS num_prescriptions
10
+ FROM ""symphony-data"".""test_performance_v3""
11
+ WHERE Drug_Name like '%KYPROLIS%'
12
+ AND indication like '%DLBCL%'
13
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
14
+ from ""symphony-data"".""test_performance_v3"") - interval '7' month);"
15
+ 3,Generate an ANSI/PRESTO sql query for the question :Which brand had the highest claims in DLBCL indication in last 7 months?,"SELECT Drug_Name, COUNT(distinct(claim_ID)) as num_claims
16
+ FROM ""symphony-data"".""test_performance_v3""
17
+ WHERE indication like '%DLBCL%'
18
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
19
+ from ""symphony-data"".""test_performance_v3"") - interval '7' month)
20
+ GROUP BY Drug_Name
21
+ ORDER BY num_claims DESC
22
+ LIMIT 1;"
23
+ 4,Generate an ANSI/PRESTO sql query for the question :Which brand had the highest claims in NY state in DLBCL indication in last 7 months?,"
24
+
25
+ WITH
26
+ dlbcl_ny_claims AS (
27
+ SELECT Drug_Name, COUNT(distinct(claim_ID)) AS num_claims
28
+ FROM ""symphony-data"".""test_performance_v3""
29
+ WHERE indication like '%DLBCL%'
30
+ AND Patient_State = 'NY'
31
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
32
+ from ""symphony-data"".""test_performance_v3"") - interval '7' month)
33
+ GROUP BY Drug_Name
34
+ )
35
+ SELECT Drug_Name, num_claims
36
+ FROM dlbcl_ny_claims
37
+ ORDER BY num_claims DESC
38
+ LIMIT 1;"
39
+ 5,Generate an ANSI/PRESTO sql query for the question :Identify the state where Kyprolis had the least prescriptions for DLBCL indications? Ignore blanks for state,"
40
+
41
+ SELECT Patient_State, COUNT(distinct(Claim_ID)) as num_prescriptions
42
+ FROM ""symphony-data"".""test_performance_v3""
43
+ WHERE Drug_Name like '%KYPROLIS%'
44
+ AND indication like '%DLBCL%'
45
+ AND Patient_State NOT LIKE 'None'
46
+ AND Patient_State NOT LIKE ''
47
+ GROUP BY Patient_State
48
+ ORDER BY num_prescriptions ASC
49
+ LIMIT 1;"
50
+ 6,Generate an ANSI/PRESTO sql query for the question :What was the market share of the top 5 drugs prescribed for DLBCL indication over the last 7 months?,"
51
+
52
+ WITH top_5_drugs AS (
53
+ SELECT Drug_Name, count(distinct(claim_ID)) as num_prescriptions
54
+ FROM ""symphony-data"".""test_performance_v3""
55
+ WHERE indication like '%DLBCL%'
56
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
57
+ from ""symphony-data"".""test_performance_v3"") - interval '7' month)
58
+ GROUP BY Drug_Name
59
+ order by num_prescriptions desc
60
+ limit 5
61
+ ),
62
+ total_prescriptions AS (
63
+ SELECT COUNT(distinct(claim_ID)) as total_prescriptions
64
+ FROM ""symphony-data"".""test_performance_v3""
65
+ WHERE indication like '%DLBCL%'
66
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
67
+ from ""symphony-data"".""test_performance_v3"") - interval '7' month)
68
+ )
69
+ SELECT Drug_Name, ROUND(100.0 * num_prescriptions / total_prescriptions, 2) as market_share
70
+ FROM top_5_drugs, total_prescriptions;"
71
+ 7,Generate an ANSI/PRESTO sql query for the question :Give me the market share by drug for the top 5 drugs for DLBCL indication over the last 7 months,"
72
+
73
+ WITH top_5_drugs AS (
74
+ SELECT Drug_Name, count(distinct(claim_ID)) as num_prescriptions
75
+ FROM ""symphony-data"".""test_performance_v3""
76
+ WHERE indication like '%DLBCL%'
77
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
78
+ from ""symphony-data"".""test_performance_v3"") - interval '7' month)
79
+ GROUP BY Drug_Name
80
+ order by num_prescriptions desc
81
+ limit 5
82
+ ),
83
+ total_prescriptions AS (
84
+ SELECT COUNT(distinct(claim_ID)) as total_prescriptions
85
+ FROM ""symphony-data"".""test_performance_v3""
86
+ WHERE indication like '%DLBCL%'
87
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
88
+ from ""symphony-data"".""test_performance_v3"") - interval '7' month)
89
+ )
90
+ SELECT Drug_Name, ROUND(100.0 * num_prescriptions / total_prescriptions, 2) as market_share
91
+ FROM top_5_drugs, total_prescriptions;"
92
+ 8,Generate an ANSI/PRESTO sql query for the question :What was the market share for Kyprolis for years 2020 and 2021 for DLBCL indication?,"
93
+
94
+ WITH
95
+ kyprolis_2020 AS (
96
+ SELECT COUNT(distinct(claim_ID)) AS num_prescriptions
97
+ FROM ""symphony-data"".""test_performance_v3""
98
+ WHERE Drug_Name like '%KYPROLIS%'
99
+ AND Prescription_Fill_Year_Month >= date('2020-01-01')
100
+ AND Prescription_Fill_Year_Month <= date('2020-12-31')
101
+ AND indication like '%DLBCL%'
102
+ ),
103
+ kyprolis_2021 AS (
104
+ SELECT COUNT(distinct(claim_ID)) AS num_prescriptions
105
+ FROM ""symphony-data"".""test_performance_v3""
106
+ WHERE Drug_Name like '%KYPROLIS%'
107
+ AND Prescription_Fill_Year_Month >= date('2021-01-01')
108
+ AND Prescription_Fill_Year_Month <= date('2021-12-31')
109
+ AND indication like '%DLBCL%'
110
+ ),
111
+ total_2020 AS (
112
+ SELECT COUNT(distinct(claim_ID)) AS num_prescriptions
113
+ FROM ""symphony-data"".""test_performance_v3""
114
+ WHERE Prescription_Fill_Year_Month >= date('2020-01-01')
115
+ AND Prescription_Fill_Year_Month <= date('2020-12-31')
116
+ AND indication like '%DLBCL%'
117
+ ),
118
+ total_2021 AS (
119
+ SELECT COUNT(distinct(claim_ID)) AS num_prescriptions
120
+ FROM ""symphony-data"".""test_performance_v3""
121
+ WHERE Prescription_Fill_Year_Month >= date('2021-01-01')
122
+ AND Prescription_Fill_Year_Month <= date('2021-12-31')
123
+ AND indication like '%DLBCL%'
124
+ )
125
+ SELECT
126
+ ROUND(100.0 * kyprolis_2020.num_prescriptions / total_2020.num_prescriptions, 2) AS kyprolis_2020_market_share,
127
+ ROUND(100.0 * kyprolis_2021.num_prescriptions / total_2021.num_prescriptions, 2) AS kyprolis_2021_market_share
128
+ FROM kyprolis_2020, kyprolis_2021, total_2020, total_2021;"
129
+ 9,Generate an ANSI/PRESTO sql query for the question :What's the most prescribed brand for DLBCL indication? What is it's market share?,"
130
+
131
+ WITH num AS (
132
+ SELECT COUNT(DISTINCT(Claim_ID)) AS num_data
133
+ FROM ""symphony-data"".""test_performance_v3""
134
+ WHERE indication LIKE '%DLBCL%'
135
+ AND Prescription_Fill_Year_Month >= date((SELECT MAX(Prescription_Fill_Year_Month)
136
+ FROM ""symphony-data"".""test_performance_v3"") - INTERVAL '7' MONTH)
137
+ AND Drug_Name IN (SELECT Drug_Name
138
+ FROM ""symphony-data"".""test_performance_v3""
139
+ WHERE indication LIKE '%DLBCL%'
140
+ GROUP BY Drug_Name
141
+ ORDER BY COUNT(DISTINCT(Claim_ID)) DESC
142
+ LIMIT 1)
143
+ ),
144
+ den AS (
145
+ SELECT COUNT(DISTINCT(Claim_ID)) AS den_data
146
+ FROM ""symphony-data"".""test_performance_v3""
147
+ WHERE indication IN (SELECT DISTINCT(indication)
148
+ FROM ""symphony-data"".""test_performance_v3""
149
+ WHERE indication NOT LIKE 'No Indication'
150
+ AND indication NOT LIKE 'Unknown_Flag'
151
+ AND indication LIKE '%DLBCL%')
152
+ AND Prescription_Fill_Year_Month >= date((SELECT MAX(Prescription_Fill_Year_Month)
153
+ FROM ""symphony-data"".""test_performance_v3"") - INTERVAL '7' MONTH)
154
+ )
155
+ SELECT ROUND(100.0 * num_data / den_data, 2) AS market_share
156
+ FROM num, den;"
157
+ 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 DLBCL indication compared to its competitors?","
158
+
159
+ WITH kyprolis_prescriptions AS (
160
+ SELECT COUNT(distinct(claim_ID)) AS num_prescriptions, Patient_State
161
+ FROM ""symphony-data"".""test_performance_v3""
162
+ WHERE Drug_Name like '%KYPROLIS%'
163
+ AND indication like '%DLBCL%'
164
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
165
+ from ""symphony-data"".""test_performance_v3"") - interval '90' day)
166
+ GROUP BY Patient_State
167
+ ),
168
+ competitor_prescriptions AS (
169
+ SELECT COUNT(distinct(claim_ID)) AS num_prescriptions, Patient_State
170
+ FROM ""symphony-data"".""test_performance_v3""
171
+ WHERE Drug_Name not like '%KYPROLIS%'
172
+ AND indication like '%DLBCL%'
173
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
174
+ from ""symphony-data"".""test_performance_v3"") - interval '90' day)
175
+ GROUP BY Patient_State
176
+ )
177
+ SELECT kyprolis_prescriptions.Patient_State
178
+ FROM kyprolis_prescriptions, competitor_prescriptions
179
+ WHERE kyprolis_prescriptions.num_prescriptions > competitor_prescriptions.num_prescriptions
180
+ ORDER BY kyprolis_prescriptions.num_prescriptions DESC
181
+ LIMIT 5;"
182
+ 11,Generate an ANSI/PRESTO sql query for the question :What is the relative growth of Kyprolis in last 7 months compared to previous year?,"
183
+
184
+ WITH
185
+ numerator AS (
186
+ 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)
187
+ from ""symphony-data"".""test_performance_v3"") - interval '7' month) and Drug_Name like '%KYPROLIS%'
188
+ ),
189
+ denominator AS(
190
+ 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)
191
+ from ""symphony-data"".""test_performance_v3"") - interval '1' year - interval '7' month) and Prescription_Fill_Year_Month <= date((select max(Prescription_Fill_Year_Month)
192
+ from ""symphony-data"".""test_performance_v3"") - interval '1' year) and Drug_Name like '%KYPROLIS%'
193
+ )
194
+ SELECT (cast(numerator.total_claims as double) / (denominator.total_claims)-1)*100 as relative_growth from numerator, denominator;"
195
+ 12,Generate an ANSI/PRESTO sql query for the question :How did Kyprolis prescriptions for DLBCL indication grow for 2021 vs 2020?,"
196
+
197
+ WITH
198
+ kyprolis_prescriptions_2021 AS (
199
+ SELECT COUNT(distinct(claim_ID)) AS num_prescriptions
200
+ FROM ""symphony-data"".""test_performance_v3""
201
+ WHERE Drug_Name like '%KYPROLIS%'
202
+ AND indication like '%DLBCL%'
203
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
204
+ from ""symphony-data"".""test_performance_v3"") - interval '1' year)
205
+ AND Prescription_Fill_Year_Month <= date((select max(Prescription_Fill_Year_Month)
206
+ from ""symphony-data"".""test_performance_v3""))
207
+ ),
208
+ kyprolis_prescriptions_2020 AS (
209
+ SELECT COUNT(distinct(claim_ID)) AS num_prescriptions
210
+ FROM ""symphony-data"".""test_performance_v3""
211
+ WHERE Drug_Name like '%KYPROLIS%'
212
+ AND indication like '%DLBCL%'
213
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
214
+ from ""symphony-data"".""test_performance_v3"") - interval '2' year)
215
+ AND Prescription_Fill_Year_Month <= date((select max(Prescription_Fill_Year_Month)
216
+ from ""symphony-data"".""test_performance_v3"") - interval '1' year)
217
+ )
218
+ 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;"
219
+ 13,Generate an ANSI/PRESTO sql query for the question :Calculate evolution index for Kyprolis for DLBCL indication for the last 7 months versus same time period last year,"WITH
220
+ kyprolis_prescriptions_current AS (
221
+ SELECT COUNT(distinct(claim_ID)) AS num_prescriptions
222
+ FROM ""symphony-data"".""test_performance_v3""
223
+ WHERE Drug_Name like '%KYPROLIS%'
224
+ AND indication like '%DLBCL%'
225
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
226
+ from ""symphony-data"".""test_performance_v3"") - interval '7' month)
227
+ ),
228
+ kyprolis_prescriptions_previous AS (
229
+ SELECT COUNT(distinct(claim_ID)) AS num_prescriptions
230
+ FROM ""symphony-data"".""test_performance_v3""
231
+ WHERE Drug_Name like '%KYPROLIS%'
232
+ AND indication like '%DLBCL%'
233
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
234
+ from ""symphony-data"".""test_performance_v3"") - interval '14' month)
235
+ AND Prescription_Fill_Year_Month <= date((select max(Prescription_Fill_Year_Month)
236
+ from ""symphony-data"".""test_performance_v3"") - interval '7' month)
237
+ ),
238
+ dlbc_prescriptions_current AS (
239
+ SELECT COUNT(distinct(claim_ID)) AS num_prescriptions
240
+ FROM ""symphony-data"".""test_performance_v3""
241
+ WHERE indication like '%DLBCL%'
242
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
243
+ from ""symphony-data"".""test_performance_v3"") - interval '7' month)
244
+ ),
245
+ dlbc_prescriptions_previous AS (
246
+ SELECT COUNT(distinct(claim_ID)) AS num_prescriptions
247
+ FROM ""symphony-data"".""test_performance_v3""
248
+ WHERE indication like '%DLBCL%'
249
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
250
+ from ""symphony-data"".""test_performance_v3"") - interval '14' month)
251
+ AND Prescription_Fill_Year_Month <= date((select max(Prescription_Fill_Year_Month)
252
+ from ""symphony-data"".""test_performance_v3"") - interval '7' month)
253
+ )
254
+ SELECT (cast((kyprolis_prescriptions_current.num_prescriptions/kyprolis_prescriptions_previous.num_prescriptions)-1 as double) / (dlbc_prescriptions_current.num_prescriptions/dlbc_prescriptions_previous.num_prescriptions)-1)*100 as evolution_index from kyprolis_prescriptions_current, kyprolis_prescriptions_previous, dlbc_prescriptions_current, dlbc_prescriptions_previous;"
255
+ 14,Generate an ANSI/PRESTO sql query for the question :In which state has Kyprolis presciption count grown the most over the last 7 months compared to the same time period last year?,"
256
+
257
+ WITH
258
+ kyprolis_prescriptions_current_year AS (
259
+ SELECT Patient_State, COUNT(distinct(claim_ID)) AS num_prescriptions
260
+ FROM ""symphony-data"".""test_performance_v3""
261
+ WHERE Drug_Name like '%KYPROLIS%'
262
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
263
+ from ""symphony-data"".""test_performance_v3"") - interval '7' month)
264
+ GROUP BY Patient_State
265
+ ),
266
+ kyprolis_prescriptions_previous_year AS (
267
+ SELECT Patient_State, COUNT(distinct(claim_ID)) AS num_prescriptions
268
+ FROM ""symphony-data"".""test_performance_v3""
269
+ WHERE Drug_Name like '%KYPROLIS%'
270
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
271
+ from ""symphony-data"".""test_performance_v3"") - interval '1' year - interval '7' month)
272
+ AND Prescription_Fill_Year_Month <= date((select max(Prescription_Fill_Year_Month)
273
+ from ""symphony-data"".""test_performance_v3"") - interval '1' year)
274
+ GROUP BY Patient_State
275
+ )
276
+ SELECT
277
+ kyprolis_prescriptions_current_year.Patient_State,
278
+ (cast(kyprolis_prescriptions_current_year.num_prescriptions as double) / (kyprolis_prescriptions_previous_year.num_prescriptions)-1)*100 as growth
279
+ FROM kyprolis_prescriptions_current_year, kyprolis_prescriptions_previous_year
280
+ WHERE kyprolis_prescriptions_current_year.Patient_State = kyprolis_prescriptions_previous_year.Patient_State
281
+ ORDER BY growth DESC
282
+ LIMIT 1;"
283
+ 15,"Generate an ANSI/PRESTO sql query for the question :For patients over 60 prescribed drugs for DLBCL indication, what percentage of those prescriptions were for Kyprolis? ","
284
+
285
+ WITH
286
+ total_prescriptions AS (
287
+ SELECT COUNT(distinct(claim_ID)) AS total_prescriptions
288
+ FROM ""symphony-data"".""test_performance_v3""
289
+ WHERE indication like '%DLBCL%'
290
+ AND patient_age >= 60
291
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
292
+ from ""symphony-data"".""test_performance_v3"") - interval '90' day)
293
+ ),
294
+ kyprolis_prescriptions AS (
295
+ SELECT COUNT(distinct(claim_ID)) AS kyprolis_prescriptions
296
+ FROM ""symphony-data"".""test_performance_v3""
297
+ WHERE indication like '%DLBCL%'
298
+ AND patient_age >= 60
299
+ AND Drug_Name like '%KYPROLIS%'
300
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
301
+ from ""symphony-data"".""test_performance_v3"") - interval '90' day)
302
+ )
303
+ SELECT ROUND(100.0 * kyprolis_prescriptions.kyprolis_prescriptions / total_prescriptions.total_prescriptions, 2) as kyprolis_percentage
304
+ FROM total_prescriptions, kyprolis_prescriptions;"
305
+ 16,Generate an ANSI/PRESTO sql query for the question :What is the market share of Kyprolis in DLBCL indication for patients above 40 years?,"
306
+
307
+ WITH num AS
308
+ (
309
+ SELECT COUNT(DISTINCT(Claim_ID)) AS num_data
310
+ FROM ""symphony-data"".""test_performance_v3""
311
+ WHERE Drug_Name LIKE '%KYPROLIS%'
312
+ AND indication LIKE '%DLBCL%'
313
+ AND patient_age > 40
314
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
315
+ from ""symphony-data"".""test_performance_v3"") - interval '90' day)
316
+ ),
317
+ den AS
318
+ (
319
+ SELECT COUNT(DISTINCT(Claim_ID)) AS den_data
320
+ FROM ""symphony-data"".""test_performance_v3""
321
+ WHERE indication LIKE '%DLBCL%'
322
+ AND patient_age > 40
323
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
324
+ from ""symphony-data"".""test_performance_v3"") - interval '90' day)
325
+ )
326
+ SELECT ROUND(100.0 * num_data / den_data, 2) AS market_share
327
+ FROM num, den;"
328
+ 17,Generate an ANSI/PRESTO sql query for the question :What is the market share of Kyprolis in DLBCL indication for female/male patients over the last 7 months?,"
329
+
330
+ WITH
331
+ kyprolis_prescriptions AS (
332
+ SELECT COUNT(distinct(claim_ID)) AS num_prescriptions
333
+ FROM ""symphony-data"".""test_performance_v3""
334
+ WHERE Drug_Name like '%KYPROLIS%'
335
+ AND indication like '%DLBCL%'
336
+ AND Patient_Gender IN ('Male', 'Female')
337
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
338
+ from ""symphony-data"".""test_performance_v3"") - interval '7' month)
339
+ ),
340
+ total_prescriptions AS (
341
+ SELECT COUNT(distinct(claim_ID)) AS num_prescriptions
342
+ FROM ""symphony-data"".""test_performance_v3""
343
+ WHERE indication like '%DLBCL%'
344
+ AND Patient_Gender IN ('Male', 'Female')
345
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
346
+ from ""symphony-data"".""test_performance_v3"") - interval '7' month)
347
+ )
348
+ SELECT ROUND(100.0 * kyprolis_prescriptions.num_prescriptions / total_prescriptions.num_prescriptions, 2) as market_share from kyprolis_prescriptions, total_prescriptions;"
349
+ 18,Generate an ANSI/PRESTO sql query for the question :Which drug had highest claims for patients above 60 in DLBCL indication over the last 1 year?,"SELECT Drug_Name, COUNT(distinct(claim_ID)) as num_claims
350
+ FROM ""symphony-data"".""test_performance_v3""
351
+ WHERE indication like '%DLBCL%'
352
+ AND patient_age > 60
353
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
354
+ from ""symphony-data"".""test_performance_v3"") - interval '1' year)
355
+ GROUP BY Drug_Name
356
+ ORDER BY num_claims DESC
357
+ LIMIT 1;"
358
+ 19,Generate an ANSI/PRESTO sql query for the question :Which state in the US had the highest number of claims in the DLBCL indication for patients over the age of 60 over the last 7 months? Exclude None and blank values in state column,"
359
+ SELECT Patient_State, COUNT(distinct(Claim_ID)) as num_claims
360
+ FROM ""symphony-data"".""test_performance_v3""
361
+ WHERE indication like '%DLBCL%'
362
+ AND patient_age > 60
363
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
364
+ from ""symphony-data"".""test_performance_v3"") - interval '7' month)
365
+ AND Patient_State NOT IN ('None', '')
366
+ GROUP BY Patient_State
367
+ ORDER BY num_claims DESC
368
+ LIMIT 1;"
369
+ 20,Generate an ANSI/PRESTO sql query for the question :What is the most common payer type for Kyprolis in last 7 months?,"
370
+ WITH kyprolis_prescriptions AS (
371
+ SELECT plan_type_description, COUNT(distinct(claim_ID)) AS num_prescriptions
372
+ FROM ""symphony-data"".""test_performance_v3""
373
+ WHERE Drug_Name like '%KYPROLIS%'
374
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
375
+ from ""symphony-data"".""test_performance_v3"") - interval '7' month)
376
+ AND plan_type_description NOT IN ('NONE', '')
377
+ GROUP BY plan_type_description
378
+ )
379
+ SELECT plan_type_description, num_prescriptions
380
+ FROM kyprolis_prescriptions
381
+ ORDER BY num_prescriptions DESC
382
+ LIMIT 1;"
383
+ 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 7 months?,"
384
+ SELECT AVG(Total_Patient_Responsibility) as avg_patient_pay
385
+ FROM ""symphony-data"".""test_performance_v3""
386
+ WHERE Drug_Name like '%KYPROLIS%'
387
+ AND Patient_State = 'NY'
388
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
389
+ from ""symphony-data"".""test_performance_v3"") - interval '7' month);"
390
+ 22,Generate an ANSI/PRESTO sql query for the question :Could you provide a ranking of all the brands in the DLBCL indication based on their share of commercial payers over the last 7 months?,"
391
+ WITH
392
+ commercial_payers AS (
393
+ SELECT Drug_Name, COUNT(distinct(claim_ID)) as num_prescriptions
394
+ FROM ""symphony-data"".""test_performance_v3""
395
+ WHERE plan_type_description = 'COMMERCIAL'
396
+ AND indication like '%DLBCL%'
397
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
398
+ from ""symphony-data"".""test_performance_v3"") - interval '7' month)
399
+ GROUP BY Drug_Name
400
+ ),
401
+ total_payers AS (
402
+ SELECT COUNT(distinct(claim_ID)) as total_prescriptions
403
+ FROM ""symphony-data"".""test_performance_v3""
404
+ WHERE indication like '%DLBCL%'
405
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
406
+ from ""symphony-data"".""test_performance_v3"") - interval '7' month)
407
+ )
408
+ SELECT Drug_Name, ROUND(100.0 * num_prescriptions / total_prescriptions, 2) as share_of_commercial_payers
409
+ FROM commercial_payers, total_payers
410
+ ORDER BY share_of_commercial_payers DESC
411
+ LIMIT 5;"
412
+ 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 DLBCL indication over the last 6 months, could you please give me the 5 drugs with lowest out-of-pocket expenses?","
413
+ WITH avg_patient_pay AS (
414
+ SELECT Drug_Name, AVG(Total_Patient_Responsibility) as avg_patient_pay
415
+ FROM ""symphony-data"".""test_performance_v3""
416
+ WHERE indication like '%DLBCL%'
417
+ AND patient_age >= 60
418
+ AND Prescription_Fill_Year_Month >= date((select max(Prescription_Fill_Year_Month)
419
+ from ""symphony-data"".""test_performance_v3"") - interval '6' month)
420
+ GROUP BY Drug_Name
421
+ )
422
+ SELECT Drug_Name, avg_patient_pay
423
+ FROM avg_patient_pay
424
+ ORDER BY avg_patient_pay ASC
425
+ LIMIT 5;"