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fix: tests

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rpp-main
Nelson Jovel 1 year ago
parent 0146b0f005
commit b4c4522956
3 changed files with 103 additions and 65 deletions
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72
spec/fixtures/raw/sample_maynard_raw_student_survey.csv vendored
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@ -1,36 +1,36 @@
StartDate,EndDate,Status,IPAddress,Progress,Duration (in seconds),Finished,RecordedDate,ResponseId,District,School,LASID,Gender,Race,What grade are you in?,s-emsa-q1,s-emsa-q2,s-emsa-q3,s-tint-q1,s-tint-q2,s-tint-q3,s-tint-q4,s-tint-q5,s-acpr-q1,s-acpr-q2,s-acpr-q3,s-acpr-q4,s-cure-q1,s-cure-q2,s-cure-q3,s-cure-q4,s-sten-q1,s-sten-q2,s-sten-q3,s-sper-q1,s-sper-q2,s-sper-q3,s-sper-q4,s-civp-q1,s-civp-q2,s-civp-q3,s-civp-q4,s-grmi-q1,s-grmi-q2,s-grmi-q3,s-grmi-q4,s-appa-q1,s-appa-q2,s-appa-q3,s-peff-q1,s-peff-q2,s-peff-q3,s-peff-q4,s-peff-q5,s-sbel-q1,s-sbel-q2,s-sbel-q3,s-sbel-q4,s-sbel-q5,s-phys-q1,s-phys-q2,s-phys-q3,s-phys-q4,s-vale-q1,s-vale-q2,s-vale-q3,s-vale-q4,s-acst-q1,s-acst-q2,s-acst-q3,s-sust-q1,s-sust-q2,s-grit-q1,s-grit-q2,s-grit-q3,s-grit-q4,s-expa-q1,s-poaf-q1,s-poaf-q2,s-poaf-q3,s-poaf-q4,s-tint-q1-1,s-tint-q2-1,s-tint-q3-1,s-tint-q4-1,s-tint-q5-1,s-acpr-q1-1,s-acpr-q2-1,s-acpr-q3-1,s-acpr-q4-1,s-peff-q1-1,s-peff-q2-1,s-peff-q3-1,s-peff-q4-1,s-peff-q5-1,s-peff-q6-1
2023-03-17 7:57:47,2023-03-17 8:09:15,0,71.174.81.214,100,1000,1,2023-03-17T8:9:15,1000,2,1740505,1,2,4,9,3,5,5,,,,,,,,,,,,,,,,,,,,,,,,,4,4,3,5,,,,,,,,,4,4,2,3,2,5,5,5,5,4,2,2,4,3,2,3,3,5,4,4,3,5,2,3,3,4,4,4,1,2,5,5,,,,,4,4,4,3,4,5
2023-03-17 8:02:15,2023-03-17 8:08:02,0,71.174.81.214,25,1000,1,2023-03-17T8:8:3,1001,2,1740505,2,1,5,10,,,,,,,,,,,,,,,,,,,,5,4,4,4,,,,,,,,,2,3,2,,,,,,4,3,2,4,3,5,5,4,4,4,4,3,5,3,4,3,2,4,3,4,3,3,1,2,2,2,3,,,,,,5,4,4,5,4,4,5,3,3,4
2023-03-17 8:00:05,2023-03-17 8:07:39,0,71.174.81.214,24,1000,1,2023-03-17T8:7:39,1002,2,1740505,3,,,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5,4,4,5,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
2023-03-17 8:03:35,2023-03-17 8:15:38,0,71.174.81.214,0,1000,1,2023-03-17T8:15:38,1003,2,1740505,4,1,"1,4",10,4,5,5,,,,,,,,,,3,4,5,5,4,4,3,5,4,3,4,4,3,3,3,2,1,3,2,3,1,1,,,,,,,,,,,,,,,,,,,,,,5,4,3,5,3,4,3,3,3,5,4,5,4,4,5,5,5,5,5,5,,,,,,
2023-03-17 7:57:09,2023-03-17 8:12:26,0,71.174.81.214,,1000,1,2023-03-17T8:12:27,1004,2,1740505,5,1,"5,4",9,4,4,5,,,,,,,,,,,,,,,,,,,,,,,,,4,4,2,4,,,,,,,,,3,3,3,3,3,5,5,4,5,5,3,3,4,2,2,1,3,2,4,5,4,5,4,3,1,3,4,3,1,3,3,1,,,,,4,4,3,4,2,4
2023-03-17 8:01:50,2023-03-17 8:17:51,0,71.174.81.214,100,240,1,2023-03-17T8:17:52,1005,2,1740505,6,1,"5,4",9,4,3,4,,,,,,,,,,4,4,3,3,3,4,4,4,5,2,5,4,4,4,4,4,4,5,3,4,3,5,,,,,,4,4,4,5,2,,,,,,,,,,,,,,,,,,,,,,,4,1,4,4,4,5,4,4,5,4,5,5,5,5,4
2023-03-17 8:01:45,2023-03-17 8:07:59,0,71.174.81.214,100,239,1,2023-03-17T8:8:0,1006,2,1740505,7,1,5,10,,,,,,,,,,,,,5,3,3,5,2,3,3,,,,,4,4,4,4,,,,,,,,,,,,,4,5,3,4,3,5,5,4,5,5,4,4,4,2,1,1,4,5,4,4,3,4,2,2,3,2,3,,,,,,,,,,4,4,5,4,4,5
2023-03-17 9:07:09,2023-03-17 9:20:10,0,71.174.81.214,100,0,1,2023-03-17T9:20:11,1007,2,1740305,8,2,5,7,,,,,,,,,,,,,4,5,5,4,,4,3,,,,,5,4,4,5,,,,,,,,,,,,,5,5,4,5,5,5,5,5,5,4,5,5,5,3,2,3,3,3,5,4,4,4,3,3,4,,4,,,,,,,,,,4,5,5,5,5,5
2023-03-17 8:02:11,2023-03-17 8:29:53,0,71.174.81.214,100,,1,2023-03-17T8:29:53,1008,2,1740505,9,1,"5,4",10,,,,,,,,,,,,,,,,,,,,3,3,2,3,,,,,,,,,2,3,3,,,,,,3,4,3,3,3,5,5,5,5,4,4,2,3,2,3,2,2,5,2,4,3,3,1,3,3,3,4,,,,,,4,4,4,4,4,4,4,4,2,4
2023-03-17 8:00:42,2023-03-17 8:12:00,0,71.174.81.214,100,1000,1,2023-03-17T8:12:0,1009,2,1740505,10,2,5,1,,,,,,,,,,,,,1,4,3,2,1,3,2,,,,,3,3,4,4,,,,,,,,,,,,,5,5,2,4,5,4,4,5,4,2,2,1,2,2,4,3,5,5,4,4,1,4,1,2,1,3,3,,,,,,,,,,3,4,3,1,1,1
2023-03-17 8:03:09,2023-03-17 8:13:27,0,71.174.81.214,100,1000,1,2023-03-17T8:13:28,1010,2,1740505,11,1,5,2,,,,,,,,,,,,,5,3,2,4,2,2,3,,,,,4,5,5,5,,,,,,,,,,,,,4,4,3,4,4,4,4,4,5,4,3,5,4,2,1,2,4,4,5,4,3,5,4,1,3,3,3,,,,,,,,,,4,3,4,4,4,4
2023-03-17 8:23:20,2023-03-17 8:34:00,0,71.174.81.214,100,1000,1,2023-03-17T8:34:0,1011,2,1740505,12,2,3,3,1,2,2,2,3,2,4,2,5,5,3,5,3,3,3,2,3,4,4,2,4,3,5,4,4,4,3,4,3,3,4,3,1,3,,,,,,,,,,,,,,,,,,,,,,1,2,4,4,3,4,3,2,2,4,4,,,,,,,,,,,,,,,
2023-03-17 8:36:36,2023-03-17 8:47:33,0,71.174.81.214,100,1000,1,2023-03-17T8:47:34,1012,2,1740505,13,1,3,4,4,5,4,,,,,,,,,,4,2,3,2,2,3,4,4,5,3,4,2,4,2,3,3,4,3,3,2,1,1,,,,,,,,,,,5,5,2,4,2,3,3,4,5,4,5,,,,,,,,,,,,4,2,3,3,2,4,4,3,3,,,,,,
2023-03-17 8:01:10,2023-03-17 8:09:17,0,71.174.81.214,100,1000,1,2023-03-17T8:9:18,1013,2,1740505,14,1,4,5,4,3,5,,,,,,,,,,3,4,3,4,3,4,4,2,4,4,2,3,1,2,2,4,2,3,5,2,2,1,,,,,,4,4,3,3,4,,,,,,,,,,,,,,,,,,,,,,,2,1,3,2,5,4,5,2,2,2,3,4,3,3,4
2023-03-17 10:06:07,2023-03-17 10:12:54,0,71.174.81.214,100,1000,1,2023-03-17T10:12:56,1014,2,1740505,15,1,5,6,,,,,,,,,,,,,3,3,4,2,1,2,4,,,,,2,2,2,2,,,,,,,,,,,,,1,2,1,2,3,4,5,3,5,3,1,2,3,2,2,1,2,4,3,2,3,2,4,2,3,2,2,,,,,,,,,,4,4,4,4,4,5
2023-03-17 7:57:13,2023-03-17 8:05:02,0,71.174.81.214,100,1000,1,2023-03-17T8:5:2,1015,2,1740505,16,4,5,7,,,,,,,,,,,,,,,,,,,,3,3,3,3,,,,,,,,,3,5,2,,,,,,2,1,3,2,4,4,4,3,3,2,2,3,4,3,5,5,5,4,3,4,2,4,5,3,1,3,2,,,,,,4,4,3,4,4,5,4,5,5,5
2023-03-17 7:57:50,2023-03-17 8:02:53,0,71.174.81.214,100,1000,1,2023-03-17T8:2:54,1016,2,1740505,17,2,5,8,1,1,1,,,,,,,,,,,,,,,,,,,,,,,,,5,2,1,1,,,,,,,,,5,4,3,3,3,2,4,3,3,5,1,1,1,1,3,5,1,1,4,5,4,1,3,1,3,2,1,1,1,1,1,1,,,,,1,1,1,1,1,2
2023-03-17 8:40:22,2023-03-17 8:53:19,0,71.174.81.214,100,1000,0,2023-03-18T8:53:20,1017,2,1740505,18,2,5,9,,,,,,,,,,,,,,,,,3,3,4,,,,,1,1,1,2,4,3,2,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2,2,2,1,3,2,3,2,4,,,,,,
2023-03-17 8:37:13,2023-03-17 8:43:34,0,71.174.81.214,100,1000,1,2023-03-17T8:43:35,1018,2,1740505,19,2,2,10,,,,,,,,,,,,,,,,,,,,3,3,2,3,,,,,,,,,2,2,1,,,,,,4,4,4,4,4,4,5,4,5,3,4,3,3,4,5,4,,,3,2,3,4,1,4,2,3,4,,,,,,4,5,5,4,4,4,5,4,3,4
2023-03-17 8:36:27,2023-03-17 8:44:07,0,71.174.81.214,100,1000,1,2023-03-17T8:44:8,1019,2,1740505,20,1,2,11,3,4,3,,,,,,,,,,2,3,3,2,4,5,4,3,4,3,5,3,4,4,5,4,5,3,4,5,4,4,,,,,,3,4,3,4,3,,,,,,,,,,,,,,,,,,,,,,,4,2,,2,4,4,5,2,4,5,5,4,3,3,4
2023-03-17 8:33:55,2023-03-17 8:43:13,0,71.174.81.214,100,1000,1,2023-03-17T8:43:14,1020,2,1740505,21,1,5,12,3,1,3,,,,,,,,,,,,,,2,3,3,,4,,4,,4,,4,4,3,4,3,1,5,2,,,,,,3,4,2,3,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,5,4,5,5,5,4,,4,4,4
2023-03-17 8:50:49,2023-03-17 9:13:18,0,71.174.81.214,100,1000,1,2023-03-17T9:13:19,1021,2,1740305,22,2,"5,2",1,,,,,,,,,,,,,2,3,3,3,2,3,3,,,,,3,4,4,4,,,,,,,,,,,,,2,2,1,3,2,5,5,4,5,4,2,2,2,1,1,1,1,3,3,4,3,4,4,1,1,1,3,,,,,,,,,,4,4,4,4,3,4
2023-03-17 7:57:37,2023-03-17 8:04:25,0,71.174.81.214,100,1000,1,2023-03-17T8:4:25,1022,2,1740305,23,1,5,2,,,,,,,,,,,,,,,,,,,,4,4,4,5,,,,,,,,,4,4,5,,,,,,3,3,4,4,4,4,5,4,5,4,3,3,3,2,2,2,3,3,3,2,3,4,4,3,3,2,4,,,,,,3,2,4,3,3,3,3,4,2,2
2023-03-17 8:01:47,2023-03-17 8:08:39,0,71.174.81.214,100,1000,1,2023-03-17T8:8:39,1023,2,1740305,24,1,"2,4",3,4,3,5,,,,,,,,,,2,2,2,2,1,2,2,4,3,2,3,2,3,3,4,3,4,2,3,4,3,2,,,,,,,,,,,5,4,3,5,3,1,2,2,2,2,4,,,,,,,,,,,,1,2,4,2,2,5,4,1,4,,,,,,
2023-03-17 8:37:21,2023-03-17 8:58:16,0,71.174.81.214,100,1000,1,2023-03-17T8:58:16,1024,2,1740305,25,1,5,4,3,3,3,,,,,,,,,,,,,,,,,,,,,,,,,4,4,2,3,,,,,,,,,3,4,4,3,2,5,5,4,5,3,3,2,3,4,3,3,2,4,4,3,3,3,2,2,3,3,4,3,3,3,3,3,,,,,4,3,2,3,3,3
2023-03-17 8:02:25,2023-03-17 8:11:16,0,71.174.81.214,100,1000,0,2023-03-18T8:11:21,1025,2,1740305,26,2,5,5,,,,,,,,,,,,,,,,,3,3,3,4,4,4,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3,,1,3,,,,,,,,,,,,,,,,,,,,
2023-03-17 9:33:54,2023-03-17 9:57:21,0,71.174.81.214,100,1000,1,2023-03-17T9:57:22,1026,2,1740305,27,2,5,6,,,,,,,,,5,5,4,5,,,,,,,,1,2,2,2,,,,,,,,,1,1,2,5,4,4,4,3,5,4,,4,2,5,4,4,3,5,3,2,2,1,1,5,3,2,2,3,1,1,1,2,1,3,3,,,,,,,,,,,,,,,
2023-03-17 9:48:38,2023-03-17 9:58:45,0,71.174.81.214,100,1000,1,2023-03-17T9:58:45,1027,2,1740305,28,1,5,7,,,,,,,,,2,4,4,2,,,,,,,,3,3,3,5,,,,,,,,,2,3,3,4,3,2,2,3,1,3,2,3,2,3,3,3,2,4,3,4,2,2,1,1,5,5,2,3,2,3,5,4,3,2,2,,,,,,,,,,,,,,,
2023-03-17 8:36:40,2023-03-17 8:43:21,0,71.174.81.214,100,1000,1,2023-03-17T8:43:22,1028,2,1740305,29,2,5,8,,,,,,,,,,,,,,,,,,,,3,3,2,3,,,,,,,,,4,3,4,,,,,,3,3,2,4,3,5,4,4,5,4,4,2,3,4,2,5,4,4,3,3,3,3,2,2,3,1,4,,,,,,3,4,4,4,2,4,5,4,3,4
2023-03-17 9:40:56,2023-03-17 9:52:52,0,71.174.81.214,100,1000,1,2023-03-17T9:52:52,1029,2,1740305,30,2,5,9,3,4,3,5,3,5,5,5,5,4,4,5,4,4,4,4,2,3,2,4,4,3,4,3,4,3,5,5,5,4,3,5,4,4,,,,,,,,,,,1,5,4,4,5,4,3,4,3,1,4,,,,,,,,,,,,,,,,,,,,,,,,,,
2023-03-17 9:33:58,2023-03-17 9:48:33,0,71.174.81.214,100,1000,1,2023-03-17T9:48:33,1030,2,1740305,31,2,5,10,,,,,,,,,4,3,5,2,,,,,,,,5,4,4,5,,,,,,,,,5,2,4,4,4,2,2,3,2,2,1,1,2,1,2,2,5,5,5,4,4,3,1,1,1,1,3,2,3,3,3,4,4,4,2,,,,,,,,,,,,,,,
2023-03-17 8:03:04,2023-03-17 8:23:33,0,71.174.81.214,100,1000,1,2023-03-17T8:23:33,1031,2,1740305,32,1,5,11,1,1,1,3,4,2,4,3,,,,,,,,,,,,,,,,,,,,5,5,5,5,,,,4,4,3,2,3,2,3,3,1,3,3,5,3,4,5,3,3,5,1,2,2,1,1,4,5,3,5,4,2,4,2,3,,,,,,,,,,,,,,,
2023-03-17 8:33:14,2023-03-17 8:41:01,0,71.174.81.214,100,1000,1,2023-03-17T8:41:2,1032,2,1740305,33,1,5,12,,,,,,,,,,,,,2,1,1,1,2,2,3,,,,,2,1,3,2,,,,,,,,,,,,,1,1,1,1,1,4,3,4,5,4,1,1,2,3,2,3,4,2,2,3,3,2,2,2,1,2,3,,,,,,,,,,3,2,2,1,2,2
2023-03-17 7:57:06,2023-03-17 8:08:35,0,71.174.81.214,100,1000,1,2023-03-17T8:8:35,1033,2,1740505,34,2,5,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2,2,2,2,2,2,2,2,2,2
2023-03-17 7:58:38,2023-03-17 8:12:04,0,71.174.81.214,100,1000,1,2023-03-17T8:12:5,1034,2,1740505,35,2,"5,4",12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
StartDate,EndDate,Status,IPAddress,Progress,Duration (in seconds),Finished,RecordedDate,ResponseId,District,School,LASID,Gender,Race,What grade are you in?,s-tint-q1,s-tint-q2,s-tint-q3,s-tint-q4,s-tint-q5,s-acpr-q1,s-acpr-q2,s-acpr-q3,s-acpr-q4,s-cure-q1,s-cure-q2,s-cure-q3,s-cure-q4,s-sten-q1,s-sten-q2,s-sten-q3,s-sper-q1,s-sper-q2,s-sper-q3,s-sper-q4,s-civp-q1,s-civp-q2,s-civp-q3,s-civp-q4,s-grmi-q1,s-grmi-q2,s-grmi-q3,s-grmi-q4,s-appa-q1,s-appa-q2,s-appa-q3,s-peff-q1,s-peff-q2,s-peff-q3,s-peff-q4,s-peff-q5,s-sbel-q1,s-sbel-q2,s-sbel-q3,s-sbel-q4,s-sbel-q5,s-vale-q1,s-vale-q2,s-vale-q3,s-vale-q4,s-acst-q1,s-acst-q2,s-acst-q3,s-sust-q1,s-sust-q2,s-grit-q1,s-grit-q2,s-grit-q3,s-grit-q4,s-expa-q1,s-poaf-q1,s-poaf-q2,s-poaf-q3,s-poaf-q4,s-tint-q1-1,s-tint-q2-1,s-tint-q3-1,s-tint-q4-1,s-tint-q5-1,s-acpr-q1-1,s-acpr-q2-1,s-acpr-q3-1,s-acpr-q4-1,s-peff-q1-1,s-peff-q2-1,s-peff-q3-1,s-peff-q4-1,s-peff-q5-1,s-peff-q6-1
2023-03-17 7:57:47,2023-03-17 8:09:15,0,71.174.81.214,100,1000,1,2023-03-17T8:9:15,1000,2,1740505,1,2,4,9,,,,,,,,,,,,,,,,,,,,,,,,,4,4,3,5,,,,,,,,,4,4,2,3,2,4,2,2,4,3,2,3,3,5,4,4,3,5,2,3,3,4,4,4,1,2,5,5,,,,,4,4,4,3,4,5
2023-03-17 8:02:15,2023-03-17 8:08:02,0,71.174.81.214,25,1000,1,2023-03-17T8:8:3,1001,2,1740505,2,1,5,10,,,,,,,,,,,,,,,,,5,4,4,4,,,,,,,,,2,3,2,,,,,,4,3,2,4,3,4,4,3,5,3,4,3,2,4,3,4,3,3,1,2,2,2,3,,,,,,5,4,4,5,4,4,5,3,3,4
2023-03-17 8:00:05,2023-03-17 8:07:39,0,71.174.81.214,24,1000,1,2023-03-17T8:7:39,1002,2,1740505,3,,,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5,4,4,5,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
2023-03-17 8:03:35,2023-03-17 8:15:38,0,71.174.81.214,0,1000,1,2023-03-17T8:15:38,1003,2,1740505,4,1,"1,4",10,,,,,,,,,,3,4,5,5,4,4,3,5,4,3,4,4,3,3,3,2,1,3,2,3,1,1,,,,,,,,,,,,,,,,,,5,4,3,5,3,4,3,3,3,5,4,5,4,4,5,5,5,5,5,5,,,,,,
2023-03-17 7:57:09,2023-03-17 8:12:26,0,71.174.81.214,,1000,1,2023-03-17T8:12:27,1004,2,1740505,5,1,"5,4",9,,,,,,,,,,,,,,,,,,,,,,,,,4,4,2,4,,,,,,,,,3,3,3,3,3,5,3,3,4,2,2,1,3,2,4,5,4,5,4,3,1,3,4,3,1,3,3,1,,,,,4,4,3,4,2,4
2023-03-17 8:01:50,2023-03-17 8:17:51,0,71.174.81.214,100,240,1,2023-03-17T8:17:52,1005,2,1740505,6,1,"5,4",9,,,,,,,,,,4,4,3,3,3,4,4,4,5,2,5,4,4,4,4,4,4,5,3,4,3,5,,,,,,4,4,4,5,2,,,,,,,,,,,,,,,,,,,4,1,4,4,4,5,4,4,5,4,5,5,5,5,4
2023-03-17 8:01:45,2023-03-17 8:07:59,0,71.174.81.214,100,239,1,2023-03-17T8:8:0,1006,2,1740505,7,1,5,10,,,,,,,,,,5,3,3,5,2,3,3,,,,,4,4,4,4,,,,,,,,,,,,,4,5,3,4,3,5,4,4,4,2,1,1,4,5,4,4,3,4,2,2,3,2,3,,,,,,,,,,4,4,5,4,4,5
2023-03-17 9:07:09,2023-03-17 9:20:10,0,71.174.81.214,100,0,1,2023-03-17T9:20:11,1007,2,1740305,8,2,5,7,,,,,,,,,,4,5,5,4,,4,3,,,,,5,4,4,5,,,,,,,,,,,,,5,5,4,5,5,4,5,5,5,3,2,3,3,3,5,4,4,4,3,3,4,,4,,,,,,,,,,4,5,5,5,5,5
2023-03-17 8:02:11,2023-03-17 8:29:53,0,71.174.81.214,100,,1,2023-03-17T8:29:53,1008,2,1740505,9,1,"5,4",10,,,,,,,,,,,,,,,,,3,3,2,3,,,,,,,,,2,3,3,,,,,,3,4,3,3,3,4,4,2,3,2,3,2,2,5,2,4,3,3,1,3,3,3,4,,,,,,4,4,4,4,4,4,4,4,2,4
2023-03-17 8:00:42,2023-03-17 8:12:00,0,71.174.81.214,100,1000,1,2023-03-17T8:12:0,1009,2,1740505,10,2,5,1,,,,,,,,,,1,4,3,2,1,3,2,,,,,3,3,4,4,,,,,,,,,,,,,5,5,2,4,5,2,2,1,2,2,4,3,5,5,4,4,1,4,1,2,1,3,3,,,,,,,,,,3,4,3,1,1,1
2023-03-17 8:03:09,2023-03-17 8:13:27,0,71.174.81.214,100,1000,1,2023-03-17T8:13:28,1010,2,1740505,11,1,5,2,,,,,,,,,,5,3,2,4,2,2,3,,,,,4,5,5,5,,,,,,,,,,,,,4,4,3,4,4,4,3,5,4,2,1,2,4,4,5,4,3,5,4,1,3,3,3,,,,,,,,,,4,3,4,4,4,4
2023-03-17 8:23:20,2023-03-17 8:34:00,0,71.174.81.214,100,1000,1,2023-03-17T8:34:0,1011,2,1740505,12,2,3,3,2,3,2,4,2,5,5,3,5,3,3,3,2,3,4,4,2,4,3,5,4,4,4,3,4,3,3,4,3,1,3,,,,,,,,,,,,,,,,,,1,2,4,4,3,4,3,2,2,4,4,,,,,,,,,,,,,,,
2023-03-17 8:36:36,2023-03-17 8:47:33,0,71.174.81.214,100,1000,1,2023-03-17T8:47:34,1012,2,1740505,13,1,3,4,,,,,,,,,,4,2,3,2,2,3,4,4,5,3,4,2,4,2,3,3,4,3,3,2,1,1,,,,,,,,,,,2,3,3,4,5,4,5,,,,,,,,,,,,4,2,3,3,2,4,4,3,3,,,,,,
2023-03-17 8:01:10,2023-03-17 8:09:17,0,71.174.81.214,100,1000,1,2023-03-17T8:9:18,1013,2,1740505,14,1,4,5,,,,,,,,,,3,4,3,4,3,4,4,2,4,4,2,3,1,2,2,4,2,3,5,2,2,1,,,,,,4,4,3,3,4,,,,,,,,,,,,,,,,,,,2,1,3,2,5,4,5,2,2,2,3,4,3,3,4
2023-03-17 10:06:07,2023-03-17 10:12:54,0,71.174.81.214,100,1000,1,2023-03-17T10:12:56,1014,2,1740505,15,1,5,6,,,,,,,,,,3,3,4,2,1,2,4,,,,,2,2,2,2,,,,,,,,,,,,,1,2,1,2,3,3,1,2,3,2,2,1,2,4,3,2,3,2,4,2,3,2,2,,,,,,,,,,4,4,4,4,4,5
2023-03-17 7:57:13,2023-03-17 8:05:02,0,71.174.81.214,100,1000,1,2023-03-17T8:5:2,1015,2,1740505,16,4,5,7,,,,,,,,,,,,,,,,,3,3,3,3,,,,,,,,,3,5,2,,,,,,2,1,3,2,4,2,2,3,4,3,5,5,5,4,3,4,2,4,5,3,1,3,2,,,,,,4,4,3,4,4,5,4,5,5,5
2023-03-17 7:57:50,2023-03-17 8:02:53,0,71.174.81.214,100,1000,1,2023-03-17T8:2:54,1016,2,1740505,17,2,5,8,,,,,,,,,,,,,,,,,,,,,,,,,5,2,1,1,,,,,,,,,5,4,3,3,3,5,1,1,1,1,3,5,1,1,4,5,4,1,3,1,3,2,1,1,1,1,1,1,,,,,1,1,1,1,1,2
2023-03-17 8:40:22,2023-03-17 8:53:19,0,71.174.81.214,100,1000,0,2023-03-18T8:53:20,1017,2,1740505,18,2,5,9,,,,,,,,,,,,,,3,3,4,,,,,1,1,1,2,4,3,2,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2,2,2,1,3,2,3,2,4,,,,,,
2023-03-17 8:37:13,2023-03-17 8:43:34,0,71.174.81.214,100,1000,1,2023-03-17T8:43:35,1018,2,1740505,19,2,2,10,,,,,,,,,,,,,,,,,3,3,2,3,,,,,,,,,2,2,1,,,,,,4,4,4,4,4,3,4,3,3,4,5,4,,,3,2,3,4,1,4,2,3,4,,,,,,4,5,5,4,4,4,5,4,3,4
2023-03-17 8:36:27,2023-03-17 8:44:07,0,71.174.81.214,100,1000,1,2023-03-17T8:44:8,1019,2,1740505,20,1,2,11,,,,,,,,,,2,3,3,2,4,5,4,3,4,3,5,3,4,4,5,4,5,3,4,5,4,4,,,,,,3,4,3,4,3,,,,,,,,,,,,,,,,,,,4,2,,2,4,4,5,2,4,5,5,4,3,3,4
2023-03-17 8:33:55,2023-03-17 8:43:13,0,71.174.81.214,100,1000,1,2023-03-17T8:43:14,1020,2,1740505,21,1,5,12,,,,,,,,,,,,,,2,3,3,,4,,4,,4,,4,4,3,4,3,1,5,2,,,,,,3,4,2,3,4,,,,,,,,,,,,,,,,,,,,,,,,5,4,5,5,5,4,,4,4,4
2023-03-17 8:50:49,2023-03-17 9:13:18,0,71.174.81.214,100,1000,1,2023-03-17T9:13:19,1021,2,1740305,22,2,"5,2",1,,,,,,,,,,2,3,3,3,2,3,3,,,,,3,4,4,4,,,,,,,,,,,,,2,2,1,3,2,4,2,2,2,1,1,1,1,3,3,4,3,4,4,1,1,1,3,,,,,,,,,,4,4,4,4,3,4
2023-03-17 7:57:37,2023-03-17 8:04:25,0,71.174.81.214,100,1000,1,2023-03-17T8:4:25,1022,2,1740305,23,1,5,2,,,,,,,,,,,,,,,,,4,4,4,5,,,,,,,,,4,4,5,,,,,,3,3,4,4,4,4,3,3,3,2,2,2,3,3,3,2,3,4,4,3,3,2,4,,,,,,3,2,4,3,3,3,3,4,2,2
2023-03-17 8:01:47,2023-03-17 8:08:39,0,71.174.81.214,100,1000,1,2023-03-17T8:8:39,1023,2,1740305,24,1,"2,4",3,,,,,,,,,,2,2,2,2,1,2,2,4,3,2,3,2,3,3,4,3,4,2,3,4,3,2,,,,,,,,,,,3,1,2,2,2,2,4,,,,,,,,,,,,1,2,4,2,2,5,4,1,4,,,,,,
2023-03-17 8:37:21,2023-03-17 8:58:16,0,71.174.81.214,100,1000,1,2023-03-17T8:58:16,1024,2,1740305,25,1,5,4,,,,,,,,,,,,,,,,,,,,,,,,,4,4,2,3,,,,,,,,,3,4,4,3,2,3,3,2,3,4,3,3,2,4,4,3,3,3,2,2,3,3,4,3,3,3,3,3,,,,,4,3,2,3,3,3
2023-03-17 8:02:25,2023-03-17 8:11:16,0,71.174.81.214,100,1000,0,2023-03-18T8:11:21,1025,2,1740305,26,2,5,5,,,,,,,,,,,,,,3,3,3,4,4,4,4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3,,1,3,,,,,,,,,,,,,,,,,,,,
2023-03-17 9:33:54,2023-03-17 9:57:21,0,71.174.81.214,100,1000,1,2023-03-17T9:57:22,1026,2,1740305,27,2,5,6,,,,,,5,5,4,5,,,,,,,,1,2,2,2,,,,,,,,,1,1,2,5,4,4,4,3,5,4,,4,2,5,3,2,2,1,1,5,3,2,2,3,1,1,1,2,1,3,3,,,,,,,,,,,,,,,
2023-03-17 9:48:38,2023-03-17 9:58:45,0,71.174.81.214,100,1000,1,2023-03-17T9:58:45,1027,2,1740305,28,1,5,7,,,,,,2,4,4,2,,,,,,,,3,3,3,5,,,,,,,,,2,3,3,4,3,2,2,3,1,3,2,3,2,4,3,4,2,2,1,1,5,5,2,3,2,3,5,4,3,2,2,,,,,,,,,,,,,,,
2023-03-17 8:36:40,2023-03-17 8:43:21,0,71.174.81.214,100,1000,1,2023-03-17T8:43:22,1028,2,1740305,29,2,5,8,,,,,,,,,,,,,,,,,3,3,2,3,,,,,,,,,4,3,4,,,,,,3,3,2,4,3,4,4,2,3,4,2,5,4,4,3,3,3,3,2,2,3,1,4,,,,,,3,4,4,4,2,4,5,4,3,4
2023-03-17 9:40:56,2023-03-17 9:52:52,0,71.174.81.214,100,1000,1,2023-03-17T9:52:52,1029,2,1740305,30,2,5,9,5,3,5,5,5,5,4,4,5,4,4,4,4,2,3,2,4,4,3,4,3,4,3,5,5,5,4,3,5,4,4,,,,,,,,,,,5,4,3,4,3,1,4,,,,,,,,,,,,,,,,,,,,,,,,,,
2023-03-17 9:33:58,2023-03-17 9:48:33,0,71.174.81.214,100,1000,1,2023-03-17T9:48:33,1030,2,1740305,31,2,5,10,,,,,,4,3,5,2,,,,,,,,5,4,4,5,,,,,,,,,5,2,4,4,4,2,2,3,2,2,1,1,2,5,5,4,4,3,1,1,1,1,3,2,3,3,3,4,4,4,2,,,,,,,,,,,,,,,
2023-03-17 8:03:04,2023-03-17 8:23:33,0,71.174.81.214,100,1000,1,2023-03-17T8:23:33,1031,2,1740305,32,1,5,11,3,4,2,4,3,,,,,,,,,,,,,,,,,,,,5,5,5,5,,,,4,4,3,2,3,2,3,3,1,3,5,3,3,5,1,2,2,1,1,4,5,3,5,4,2,4,2,3,,,,,,,,,,,,,,,
2023-03-17 8:33:14,2023-03-17 8:41:01,0,71.174.81.214,100,1000,1,2023-03-17T8:41:2,1032,2,1740305,33,1,5,12,,,,,,,,,,2,1,1,1,2,2,3,,,,,2,1,3,2,,,,,,,,,,,,,1,1,1,1,1,4,1,1,2,3,2,3,4,2,2,3,3,2,2,2,1,2,3,,,,,,,,,,3,2,2,1,2,2
2023-03-17 7:57:06,2023-03-17 8:08:35,0,71.174.81.214,100,1000,1,2023-03-17T8:8:35,1033,2,1740505,34,2,5,9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2,2,2,2,2,2,2,2,2,2
2023-03-17 7:58:38,2023-03-17 8:12:04,0,71.174.81.214,100,1000,1,2023-03-17T8:12:5,1034,2,1740505,35,2,"5,4",12,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,

1 StartDate EndDate Status IPAddress Progress Duration (in seconds) Finished RecordedDate ResponseId District School LASID Gender Race What grade are you in? s-emsa-q1 s-tint-q1 s-emsa-q2 s-tint-q2 s-emsa-q3 s-tint-q3 s-tint-q4 s-tint-q5 s-acpr-q1 s-acpr-q2 s-acpr-q3 s-acpr-q4 s-cure-q1 s-cure-q2 s-cure-q3 s-cure-q4 s-sten-q1 s-sten-q2 s-sten-q3 s-sper-q1 s-sper-q2 s-sper-q3 s-sper-q4 s-civp-q1 s-civp-q2 s-civp-q3 s-civp-q4 s-grmi-q1 s-grmi-q2 s-grmi-q3 s-grmi-q4 s-appa-q1 s-appa-q2 s-appa-q3 s-peff-q1 s-peff-q2 s-peff-q3 s-peff-q4 s-peff-q5 s-sbel-q1 s-sbel-q2 s-sbel-q3 s-sbel-q4 s-sbel-q5 s-vale-q1 s-vale-q2 s-vale-q3 s-phys-q1 s-vale-q4 s-phys-q2 s-acst-q1 s-phys-q3 s-acst-q2 s-phys-q4 s-acst-q3 s-sust-q1 s-sust-q2 s-grit-q1 s-grit-q2 s-grit-q3 s-grit-q4 s-expa-q1 s-poaf-q1 s-poaf-q2 s-poaf-q3 s-poaf-q4 s-tint-q1-1 s-tint-q2-1 s-tint-q3-1 s-tint-q4-1 s-tint-q5-1 s-acpr-q1-1 s-acpr-q2-1 s-acpr-q3-1 s-acpr-q4-1 s-peff-q1-1 s-peff-q2-1 s-peff-q3-1 s-peff-q4-1 s-peff-q5-1 s-peff-q6-1
2 2023-03-17 7:57:47 2023-03-17 8:09:15 0 71.174.81.214 100 1000 1 2023-03-17T8:9:15 1000 2 1740505 1 2 4 9 3 5 5 4 4 3 5 4 4 2 3 2 4 2 2 5 4 5 3 5 2 5 3 3 5 4 4 3 5 2 3 3 4 4 4 1 2 5 5 4 4 4 3 4 5
3 2023-03-17 8:02:15 2023-03-17 8:08:02 0 71.174.81.214 25 1000 1 2023-03-17T8:8:3 1001 2 1740505 2 1 5 10 5 4 4 4 2 3 2 4 3 2 4 3 4 4 3 5 5 5 3 4 4 4 3 2 4 3 4 3 3 1 2 2 2 3 5 4 4 5 4 4 5 3 3 4
4 2023-03-17 8:00:05 2023-03-17 8:07:39 0 71.174.81.214 24 1000 1 2023-03-17T8:7:39 1002 2 1740505 3 9 5 4 4 5 3
5 2023-03-17 8:03:35 2023-03-17 8:15:38 0 71.174.81.214 0 1000 1 2023-03-17T8:15:38 1003 2 1740505 4 1 1,4 10 4 5 5 3 4 5 5 4 4 3 5 4 3 4 4 3 3 3 2 1 3 2 3 1 1 5 4 3 5 3 4 3 3 3 5 4 5 4 4 5 5 5 5 5 5
6 2023-03-17 7:57:09 2023-03-17 8:12:26 0 71.174.81.214 1000 1 2023-03-17T8:12:27 1004 2 1740505 5 1 5,4 9 4 4 5 4 4 2 4 3 3 3 3 3 5 3 3 5 4 5 2 4 2 5 1 3 2 4 5 4 5 4 3 1 3 4 3 1 3 3 1 4 4 3 4 2 4
7 2023-03-17 8:01:50 2023-03-17 8:17:51 0 71.174.81.214 100 240 1 2023-03-17T8:17:52 1005 2 1740505 6 1 5,4 9 4 3 4 4 4 3 3 3 4 4 4 5 2 5 4 4 4 4 4 4 5 3 4 3 5 4 4 4 5 2 4 1 4 4 4 5 4 4 5 4 5 5 5 5 4
8 2023-03-17 8:01:45 2023-03-17 8:07:59 0 71.174.81.214 100 239 1 2023-03-17T8:8:0 1006 2 1740505 7 1 5 10 5 3 3 5 2 3 3 4 4 4 4 4 5 3 4 3 5 4 4 5 4 5 2 4 1 5 1 4 5 4 4 3 4 2 2 3 2 3 4 4 5 4 4 5
9 2023-03-17 9:07:09 2023-03-17 9:20:10 0 71.174.81.214 100 0 1 2023-03-17T9:20:11 1007 2 1740305 8 2 5 7 4 5 5 4 4 3 5 4 4 5 5 5 4 5 5 4 5 5 5 5 5 3 5 2 5 3 3 3 5 4 4 4 3 3 4 4 4 5 5 5 5 5
10 2023-03-17 8:02:11 2023-03-17 8:29:53 0 71.174.81.214 100 1 2023-03-17T8:29:53 1008 2 1740505 9 1 5,4 10 3 3 2 3 2 3 3 3 4 3 3 3 4 4 2 5 3 5 2 5 3 5 2 2 5 2 4 3 3 1 3 3 3 4 4 4 4 4 4 4 4 4 2 4
11 2023-03-17 8:00:42 2023-03-17 8:12:00 0 71.174.81.214 100 1000 1 2023-03-17T8:12:0 1009 2 1740505 10 2 5 1 1 4 3 2 1 3 2 3 3 4 4 5 5 2 4 5 2 2 1 4 2 4 2 5 4 4 3 5 5 4 4 1 4 1 2 1 3 3 3 4 3 1 1 1
12 2023-03-17 8:03:09 2023-03-17 8:13:27 0 71.174.81.214 100 1000 1 2023-03-17T8:13:28 1010 2 1740505 11 1 5 2 5 3 2 4 2 2 3 4 5 5 5 4 4 3 4 4 4 3 5 4 4 4 2 4 1 5 2 4 4 5 4 3 5 4 1 3 3 3 4 3 4 4 4 4
13 2023-03-17 8:23:20 2023-03-17 8:34:00 0 71.174.81.214 100 1000 1 2023-03-17T8:34:0 1011 2 1740505 12 2 3 3 1 2 2 3 2 2 4 2 5 5 3 5 3 3 3 2 3 4 4 2 4 3 5 4 4 4 3 4 3 3 4 3 1 3 1 2 4 4 3 4 3 2 2 4 4
14 2023-03-17 8:36:36 2023-03-17 8:47:33 0 71.174.81.214 100 1000 1 2023-03-17T8:47:34 1012 2 1740505 13 1 3 4 4 5 4 4 2 3 2 2 3 4 4 5 3 4 2 4 2 3 3 4 3 3 2 1 1 2 3 3 5 4 5 5 2 4 4 5 4 2 3 3 2 4 4 3 3
15 2023-03-17 8:01:10 2023-03-17 8:09:17 0 71.174.81.214 100 1000 1 2023-03-17T8:9:18 1013 2 1740505 14 1 4 5 4 3 5 3 4 3 4 3 4 4 2 4 4 2 3 1 2 2 4 2 3 5 2 2 1 4 4 3 3 4 2 1 3 2 5 4 5 2 2 2 3 4 3 3 4
16 2023-03-17 10:06:07 2023-03-17 10:12:54 0 71.174.81.214 100 1000 1 2023-03-17T10:12:56 1014 2 1740505 15 1 5 6 3 3 4 2 1 2 4 2 2 2 2 1 2 1 2 3 3 1 2 4 3 5 2 3 2 5 1 2 4 3 2 3 2 4 2 3 2 2 4 4 4 4 4 5
17 2023-03-17 7:57:13 2023-03-17 8:05:02 0 71.174.81.214 100 1000 1 2023-03-17T8:5:2 1015 2 1740505 16 4 5 7 3 3 3 3 3 5 2 2 1 3 2 4 2 2 3 4 4 4 3 3 5 3 5 5 4 3 4 2 4 5 3 1 3 2 4 4 3 4 4 5 4 5 5 5
18 2023-03-17 7:57:50 2023-03-17 8:02:53 0 71.174.81.214 100 1000 1 2023-03-17T8:2:54 1016 2 1740505 17 2 5 8 1 1 1 5 2 1 1 5 4 3 3 3 5 1 1 2 1 4 1 3 3 3 5 1 1 4 5 4 1 3 1 3 2 1 1 1 1 1 1 1 1 1 1 1 2
19 2023-03-17 8:40:22 2023-03-17 8:53:19 0 71.174.81.214 100 1000 0 2023-03-18T8:53:20 1017 2 1740505 18 2 5 9 3 3 4 1 1 1 2 4 3 2 4 2 2 2 1 3 2 3 2 4
20 2023-03-17 8:37:13 2023-03-17 8:43:34 0 71.174.81.214 100 1000 1 2023-03-17T8:43:35 1018 2 1740505 19 2 2 10 3 3 2 3 2 2 1 4 4 4 4 4 3 4 3 4 3 5 4 4 5 5 4 3 2 3 4 1 4 2 3 4 4 5 5 4 4 4 5 4 3 4
21 2023-03-17 8:36:27 2023-03-17 8:44:07 0 71.174.81.214 100 1000 1 2023-03-17T8:44:8 1019 2 1740505 20 1 2 11 3 4 3 2 3 3 2 4 5 4 3 4 3 5 3 4 4 5 4 5 3 4 5 4 4 3 4 3 4 3 4 2 2 4 4 5 2 4 5 5 4 3 3 4
22 2023-03-17 8:33:55 2023-03-17 8:43:13 0 71.174.81.214 100 1000 1 2023-03-17T8:43:14 1020 2 1740505 21 1 5 12 3 1 3 2 3 3 4 4 4 4 4 3 4 3 1 5 2 3 4 2 3 4 5 4 5 5 5 4 4 4 4
23 2023-03-17 8:50:49 2023-03-17 9:13:18 0 71.174.81.214 100 1000 1 2023-03-17T9:13:19 1021 2 1740305 22 2 5,2 1 2 3 3 3 2 3 3 3 4 4 4 2 2 1 3 2 4 2 2 5 2 5 1 4 1 5 1 1 3 3 4 3 4 4 1 1 1 3 4 4 4 4 3 4
24 2023-03-17 7:57:37 2023-03-17 8:04:25 0 71.174.81.214 100 1000 1 2023-03-17T8:4:25 1022 2 1740305 23 1 5 2 4 4 4 5 4 4 5 3 3 4 4 4 4 3 3 4 3 5 2 4 2 5 2 3 3 3 2 3 4 4 3 3 2 4 3 2 4 3 3 3 3 4 2 2
25 2023-03-17 8:01:47 2023-03-17 8:08:39 0 71.174.81.214 100 1000 1 2023-03-17T8:8:39 1023 2 1740305 24 1 2,4 3 4 3 5 2 2 2 2 1 2 2 4 3 2 3 2 3 3 4 3 4 2 3 4 3 2 3 1 2 5 2 4 2 3 2 5 4 1 2 4 2 2 5 4 1 4
26 2023-03-17 8:37:21 2023-03-17 8:58:16 0 71.174.81.214 100 1000 1 2023-03-17T8:58:16 1024 2 1740305 25 1 5 4 3 3 3 4 4 2 3 3 4 4 3 2 3 3 2 5 3 5 4 4 3 5 3 2 4 4 3 3 3 2 2 3 3 4 3 3 3 3 3 4 3 2 3 3 3
27 2023-03-17 8:02:25 2023-03-17 8:11:16 0 71.174.81.214 100 1000 0 2023-03-18T8:11:21 1025 2 1740305 26 2 5 5 3 3 3 4 4 4 4 3 1 3
28 2023-03-17 9:33:54 2023-03-17 9:57:21 0 71.174.81.214 100 1000 1 2023-03-17T9:57:22 1026 2 1740305 27 2 5 6 5 5 4 5 1 2 2 2 1 1 2 5 4 4 4 3 5 4 4 2 5 3 2 5 2 4 1 4 1 3 5 3 2 2 3 1 1 1 2 1 3 3
29 2023-03-17 9:48:38 2023-03-17 9:58:45 0 71.174.81.214 100 1000 1 2023-03-17T9:58:45 1027 2 1740305 28 1 5 7 2 4 4 2 3 3 3 5 2 3 3 4 3 2 2 3 1 3 2 3 2 4 3 4 3 2 3 2 3 1 2 1 5 5 2 3 2 3 5 4 3 2 2
30 2023-03-17 8:36:40 2023-03-17 8:43:21 0 71.174.81.214 100 1000 1 2023-03-17T8:43:22 1028 2 1740305 29 2 5 8 3 3 2 3 4 3 4 3 3 2 4 3 4 4 2 5 3 4 4 4 2 5 5 4 4 3 3 3 3 2 2 3 1 4 3 4 4 4 2 4 5 4 3 4
31 2023-03-17 9:40:56 2023-03-17 9:52:52 0 71.174.81.214 100 1000 1 2023-03-17T9:52:52 1029 2 1740305 30 2 5 9 3 5 4 3 3 5 5 5 5 4 4 5 4 4 4 4 2 3 2 4 4 3 4 3 4 3 5 5 5 4 3 5 4 4 5 4 3 1 4 5 3 4 1 4 4
32 2023-03-17 9:33:58 2023-03-17 9:48:33 0 71.174.81.214 100 1000 1 2023-03-17T9:48:33 1030 2 1740305 31 2 5 10 4 3 5 2 5 4 4 5 5 2 4 4 4 2 2 3 2 2 1 1 2 5 5 4 1 4 2 3 2 1 5 1 1 1 3 2 3 3 3 4 4 4 2
33 2023-03-17 8:03:04 2023-03-17 8:23:33 0 71.174.81.214 100 1000 1 2023-03-17T8:23:33 1031 2 1740305 32 1 5 11 1 3 1 4 1 2 4 3 5 5 5 5 4 4 3 2 3 2 3 3 1 3 5 3 3 3 5 5 1 3 2 4 2 1 1 4 5 3 5 4 2 4 2 3
34 2023-03-17 8:33:14 2023-03-17 8:41:01 0 71.174.81.214 100 1000 1 2023-03-17T8:41:2 1032 2 1740305 33 1 5 12 2 1 1 1 2 2 3 2 1 3 2 1 1 1 1 1 4 1 1 4 2 3 3 4 2 5 3 4 2 2 3 3 2 2 2 1 2 3 3 2 2 1 2 2
35 2023-03-17 7:57:06 2023-03-17 8:08:35 0 71.174.81.214 100 1000 1 2023-03-17T8:8:35 1033 2 1740505 34 2 5 9 2 2 2 2 2 2 2 2 2 2
36 2023-03-17 7:58:38 2023-03-17 8:12:04 0 71.174.81.214 100 1000 1 2023-03-17T8:12:5 1034 2 1740505 35 2 5,4 12

46
spec/services/cleaner_spec.rb
Unescape View File

@ -45,8 +45,8 @@ RSpec.describe Cleaner do
end
let(:standard_survey_items) do
survey_item_ids = (%w[s-peff-q1 s-peff-q2 s-peff-q3 s-peff-q4 s-peff-q5 s-peff-q6 s-phys-q1 s-phys-q2 s-phys-q3 s-phys-q4
s-emsa-q1 s-emsa-q2 s-emsa-q3 s-sbel-q1 s-sbel-q2 s-sbel-q3 s-sbel-q4 s-sbel-q5 s-tint-q1 s-tint-q2
survey_item_ids = (%w[s-peff-q1 s-peff-q2 s-peff-q3 s-peff-q4 s-peff-q5 s-peff-q6
s-sbel-q1 s-sbel-q2 s-sbel-q3 s-sbel-q4 s-sbel-q5 s-tint-q1 s-tint-q2
s-tint-q3 s-tint-q4 s-tint-q5 s-vale-q1 s-vale-q2 s-vale-q3 s-vale-q4 s-acpr-q1 s-acpr-q2 s-acpr-q3
s-acpr-q4 s-sust-q1 s-sust-q2 s-cure-q1 s-cure-q2 s-cure-q3 s-cure-q4 s-sten-q1 s-sten-q2 s-sten-q3
s-sper-q1 s-sper-q2 s-sper-q3 s-sper-q4 s-civp-q1 s-civp-q2 s-civp-q3 s-civp-q4 s-grit-q1 s-grit-q2
@ -59,10 +59,12 @@ RSpec.describe Cleaner do
end
let(:short_form_survey_items) do
([create(:survey_item, survey_item_id: "s-phys-q1", on_short_form: true),
create(:survey_item, survey_item_id: "s-phys-q2", on_short_form: true),
create(:survey_item, survey_item_id: "s-phys-q3",
on_short_form: true)].map(&:survey_item_id) << common_headers).flatten
survey_item_ids = %w[s-phys-q1 s-phys-q2 s-phys-q3]
survey_item_ids.map do |survey_item_id|
create(:survey_item, survey_item_id:, on_short_form: true)
end
(survey_item_ids << common_headers).flatten
end
let(:early_education_survey_items) do
@ -72,22 +74,23 @@ RSpec.describe Cleaner do
end
let(:teacher_survey_items) do
survey_item_ids = (%w[t-prep-q1 t-prep-q2 t-prep-q3 t-ieff-q1 t-ieff-q2 t-ieff-q3 t-ieff-q4 t-pcom-q1 t-pcom-q2 t-pcom-q3
t-pcom-q4 t-pcom-q5 t-inle-q1 t-inle-q2 t-inle-q3 t-prtr-q1 t-prtr-q2 t-prtr-q3 t-coll-q1 t-coll-q2
t-coll-q3 t-qupd-q1 t-qupd-q2 t-qupd-q3 t-qupd-q4 t-pvic-q1 t-pvic-q2 t-pvic-q3 t-psup-q1 t-psup-q2
t-psup-q3 t-psup-q4 t-acch-q1 t-acch-q2 t-acch-q3 t-reso-q1 t-reso-q2 t-reso-q3 t-reso-q4 t-reso-q5
t-sust-q1 t-sust-q2 t-sust-q3 t-sust-q4 t-curv-q1 t-curv-q2 t-curv-q3 t-curv-q4 t-cure-q1 t-cure-q2
t-cure-q3 t-cure-q4 t-peng-q1 t-peng-q2 t-peng-q3 t-peng-q4 t-ceng-q1 t-ceng-q2 t-ceng-q3 t-ceng-q4
t-sach-q1 t-sach-q2 t-sach-q3 t-psol-q1 t-psol-q2 t-psol-q3 t-expa-q2 t-expa-q3 t-phya-q2 t-phya-q3] << common_headers).flatten
survey_item_ids = %w[t-prep-q1 t-prep-q2 t-prep-q3 t-ieff-q1 t-ieff-q2 t-ieff-q3 t-ieff-q4 t-pcom-q1 t-pcom-q2 t-pcom-q3
t-pcom-q4 t-pcom-q5 t-inle-q1 t-inle-q2 t-inle-q3 t-prtr-q1 t-prtr-q2 t-prtr-q3 t-coll-q1 t-coll-q2
t-coll-q3 t-qupd-q1 t-qupd-q2 t-qupd-q3 t-qupd-q4 t-pvic-q1 t-pvic-q2 t-pvic-q3 t-psup-q1 t-psup-q2
t-psup-q3 t-psup-q4 t-acch-q1 t-acch-q2 t-acch-q3 t-reso-q1 t-reso-q2 t-reso-q3 t-reso-q4 t-reso-q5
t-sust-q1 t-sust-q2 t-sust-q3 t-sust-q4 t-curv-q1 t-curv-q2 t-curv-q3 t-curv-q4 t-cure-q1 t-cure-q2
t-cure-q3 t-cure-q4 t-peng-q1 t-peng-q2 t-peng-q3 t-peng-q4 t-ceng-q1 t-ceng-q2 t-ceng-q3 t-ceng-q4
t-sach-q1 t-sach-q2 t-sach-q3 t-psol-q1 t-psol-q2 t-psol-q3 t-expa-q2 t-expa-q3 t-phya-q2 t-phya-q3]
survey_item_ids.map do |survey_item_id|
si = SurveyItem.find_by_survey_item_id(survey_item_id)
create(:survey_item, survey_item_id:)
end
survey_item_ids
(survey_item_ids << common_headers).flatten
end
let(:parent_survey_items) do
survey_item_ids = (%w[
survey_item_ids = %w[
p-socx-q1
p-socx-q2
p-socx-q3
@ -123,12 +126,12 @@ RSpec.describe Cleaner do
p-phys-q3
p-scrp-q1
p-scrp-q2
] << common_headers).flatten
]
survey_item_ids.map do |survey_item_id|
create(:survey_item, survey_item_id:)
end
survey_item_ids
(survey_item_ids << common_headers).flatten
end
before :each do
@ -142,6 +145,9 @@ RSpec.describe Cleaner do
academic_year
respondents
end
after :each do
DatabaseCleaner.clean
end
# context "When duplicate headers exist" do
# it "outputs a message to stdout" do
@ -176,6 +182,7 @@ RSpec.describe Cleaner do
1027 1028]
valid_rows.each do |response_id|
valid_row = data.find { |row| row.response_id == response_id }
byebug unless valid_row.valid? == true
expect(valid_row.valid?).to eq true
end
@ -183,6 +190,7 @@ RSpec.describe Cleaner do
1033 1034]
invalid_rows.each do |response_id|
invalid_row = data.find { |row| row.response_id == response_id }
byebug if invalid_row.valid? == true
expect(invalid_row.valid?).to eq false
end
@ -295,13 +303,13 @@ def reads_headers_from_raw_csv(processed_data)
processed_data in [headers, clean_csv, log_csv, data]
expect(headers.to_set.sort).to eq ["StartDate", "EndDate", "Status", "IPAddress", "Progress", "Duration (in seconds)",
"Finished", "RecordedDate", "ResponseId", "District", "School",
"LASID", "Gender", "Race", "What grade are you in?", "s-emsa-q1", "s-emsa-q2", "s-emsa-q3", "s-tint-q1",
"LASID", "Gender", "Race", "What grade are you in?", "s-tint-q1",
"s-tint-q2", "s-tint-q3", "s-tint-q4", "s-tint-q5", "s-acpr-q1", "s-acpr-q2",
"s-acpr-q3", "s-acpr-q4", "s-cure-q1", "s-cure-q2", "s-cure-q3", "s-cure-q4", "s-sten-q1", "s-sten-q2",
"s-sten-q3", "s-sper-q1", "s-sper-q2", "s-sper-q3", "s-sper-q4", "s-civp-q1", "s-civp-q2", "s-civp-q3",
"s-civp-q4", "s-grmi-q1", "s-grmi-q2", "s-grmi-q3", "s-grmi-q4", "s-appa-q1", "s-appa-q2", "s-appa-q3",
"s-peff-q1", "s-peff-q2", "s-peff-q3", "s-peff-q4", "s-peff-q5", "s-peff-q6", "s-sbel-q1", "s-sbel-q2",
"s-sbel-q3", "s-sbel-q4", "s-sbel-q5", "s-phys-q1", "s-phys-q2", "s-phys-q3", "s-phys-q4", "s-vale-q1",
"s-sbel-q3", "s-sbel-q4", "s-sbel-q5", "s-vale-q1",
"s-vale-q2", "s-vale-q3", "s-vale-q4", "s-acst-q1", "s-acst-q2", "s-acst-q3", "s-sust-q1", "s-sust-q2",
"s-grit-q1", "s-grit-q2", "s-grit-q3", "s-grit-q4", "s-expa-q1", "s-poaf-q1", "s-poaf-q2", "s-poaf-q3",
"s-poaf-q4", "s-tint-q1-1", "s-tint-q2-1", "s-tint-q3-1", "s-tint-q4-1", "s-tint-q5-1", "s-acpr-q1-1",

50
spec/services/survey_item_values_spec.rb
Unescape View File

@ -59,7 +59,12 @@ RSpec.describe SurveyItemValues, type: :model do
s-grit-q3 s-grit-q4 s-grmi-q1 s-grmi-q2 s-grmi-q3 s-grmi-q4 s-expa-q1 s-appa-q1 s-appa-q2 s-appa-q3
s-acst-q1 s-acst-q2 s-acst-q3 s-poaf-q1 s-poaf-q2 s-poaf-q3 s-poaf-q4]
survey_item_ids.map do |survey_item_id|
create(:survey_item, survey_item_id:)
si = SurveyItem.find_by_survey_item_id(survey_item_id)
if si.nil?
create(:survey_item, survey_item_id:)
else
si
end
end
(survey_item_ids << common_headers).flatten
end
@ -73,7 +78,12 @@ RSpec.describe SurveyItemValues, type: :model do
s-grit-q3 s-grit-q4 s-grmi-q1 s-grmi-q2 s-grmi-q3 s-grmi-q4 s-expa-q1 s-appa-q1 s-appa-q2 s-appa-q3
s-acst-q1 s-acst-q2 s-acst-q3 s-poaf-q1 s-poaf-q2 s-poaf-q3 s-poaf-q4 s-phys-q1 s-phys-q2 s-phys-q3]
survey_item_ids.map do |survey_item_id|
create(:survey_item, survey_item_id:, on_short_form: true)
si = SurveyItem.find_by_survey_item_id(survey_item_id)
if si.nil?
create(:survey_item, survey_item_id:, on_short_form: true)
else
si
end
end
(survey_item_ids << common_headers).flatten
end
@ -87,7 +97,12 @@ RSpec.describe SurveyItemValues, type: :model do
s-grit-es3 s-grit-es4 s-grmi-es1 s-grmi-es2 s-grmi-es3 s-grmi-es4 s-expa-es1 s-appa-es1 s-appa-es2 s-appa-es3
s-acst-es1 s-acst-es2 s-acst-es3 s-poaf-es1 s-poaf-es2 s-poaf-es3 s-poaf-es4 s-phys-es1 s-phys-es2 s-phys-es3]
survey_item_ids.map do |survey_item_id|
create(:survey_item, survey_item_id:)
si = SurveyItem.find_by_survey_item_id(survey_item_id)
if si.nil?
create(:survey_item, survey_item_id:)
else
si
end
end
(survey_item_ids << common_headers).flatten
end
@ -102,16 +117,21 @@ RSpec.describe SurveyItemValues, type: :model do
t-sach-q1 t-sach-q2 t-sach-q3 t-psol-q1 t-psol-q2 t-psol-q3 t-expa-q2 t-expa-q3 t-phya-q2 t-phya-q3]
survey_item_ids.map do |survey_item_id|
create(:survey_item, survey_item_id:)
si = SurveyItem.find_by_survey_item_id(survey_item_id)
if si.nil?
create(:survey_item, survey_item_id:)
else
si
end
end
(survey_item_ids << common_headers).flatten
end
context ".normalize_headers" do
it "normalizes the headers to remove invisible newlines and lowercase survey item ids" do
headers = [ " p-tcom-q1\n", " P-tcom-q2\r\n ", " P-tcom-q3 " ]
normalized_headers = SurveyItemValues.new(row: {}, headers:, survey_items:, schools:, academic_years:).normalize_headers(headers:)
expect(normalized_headers).to eq ["p-tcom-q1", "p-tcom-q2", "p-tcom-q3"]
headers = [ " p-tcom-q1\n", " P-tcom-q2\r\n ", " P-tcom-q3 " ]
normalized_headers = SurveyItemValues.new(row: {}, headers:, survey_items:, schools:, academic_years:).normalize_headers(headers:)
expect(normalized_headers).to eq ["p-tcom-q1", "p-tcom-q2", "p-tcom-q3"]
end
end
@ -720,35 +740,45 @@ RSpec.describe SurveyItemValues, type: :model do
end
context ".valid_duration" do
before :each do
DatabaseCleaner.clean
end
context "when duration is valid" do
it "returns true" do
it "returns true for standard_survey_items" do
headers = standard_survey_items
values = SurveyItemValues.new(row: { "Duration (in seconds)" => "240", "Gender" => "Male" }, headers:, survey_items:,
schools:, academic_years:)
expect(values.valid_duration?).to eq true
end
it "returns true for teacher survey items" do
headers = teacher_survey_items
values = SurveyItemValues.new(row: { "Duration (in seconds)" => "300" }, headers:, survey_items:,
schools:, academic_years:)
expect(values.valid_duration?).to eq true
end
it "returns true for short form survey items" do
headers = short_form_survey_items
values = SurveyItemValues.new(row: { "Duration (in seconds)" => "100" }, headers:, survey_items:,
schools:, academic_years:)
expect(values.valid_duration?).to eq true
end
it "returns true when duration information is missing" do
# When duration is blank or N/A or NA, we don't have enough information to kick out the row as invalid so we keep it in
headers = short_form_survey_items
values = SurveyItemValues.new(row: { "Duration (in seconds)" => "" }, headers:, survey_items:,
schools:, academic_years:)
expect(values.valid_duration?).to eq true
headers = short_form_survey_items
# headers = short_form_survey_items
values = SurveyItemValues.new(row: { "Duration (in seconds)" => "N/A" }, headers:, survey_items:,
schools:, academic_years:)
expect(values.valid_duration?).to eq true
headers = short_form_survey_items
# headers = short_form_survey_items
values = SurveyItemValues.new(row: { "Duration (in seconds)" => "NA" }, headers:, survey_items:,
schools:, academic_years:)
expect(values.valid_duration?).to eq true

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