data/staffing.csv

date,shift,start_hour,end_hour,staff_count,avg_service_seconds,queue_peak
2025-09-01,Morning,8,11,5,100,21
2025-09-01,Afternoon,12,16,4,111,9
2025-09-02,Morning,8,11,5,104,14
2025-09-02,Afternoon,12,16,4,116,5
2025-09-03,Morning,8,11,5,108,22
2025-09-03,Afternoon,12,16,4,106,9
2025-09-04,Morning,8,11,5,100,14
2025-09-04,Afternoon,12,16,4,111,5
2025-09-05,Morning,8,11,5,104,17
2025-09-05,Afternoon,12,16,4,116,6
2025-09-06,Morning,8,11,3,128,13
2025-09-06,Afternoon,12,16,3,114,5
2025-09-07,Morning,8,11,3,120,14
2025-09-07,Afternoon,12,16,3,119,5
2025-09-08,Morning,8,11,5,100,15
2025-09-08,Afternoon,12,16,4,111,6
2025-09-09,Morning,8,11,5,104,16
2025-09-09,Afternoon,12,16,4,116,6
2025-09-10,Morning,8,11,5,108,12
2025-09-10,Afternoon,12,16,4,106,5
2025-09-11,Morning,8,11,5,100,16
2025-09-11,Afternoon,12,16,4,111,6
2025-09-12,Morning,8,11,5,104,15
2025-09-12,Afternoon,12,16,4,116,5
2025-09-13,Morning,8,11,3,128,14
2025-09-13,Afternoon,12,16,3,114,5
2025-09-14,Morning,8,11,3,120,14
2025-09-14,Afternoon,12,16,3,119,5
2025-09-15,Morning,8,11,5,100,17
2025-09-15,Afternoon,12,16,4,111,7
2025-09-16,Morning,8,11,5,104,17
2025-09-16,Afternoon,12,16,4,116,6
2025-09-17,Morning,8,11,5,108,17
2025-09-17,Afternoon,12,16,4,106,6
2025-09-18,Morning,8,11,5,100,17
2025-09-18,Afternoon,12,16,4,111,7
2025-09-19,Morning,8,11,5,104,9
2025-09-19,Afternoon,12,16,4,116,5
2025-09-20,Morning,8,11,3,128,16
2025-09-20,Afternoon,12,16,3,114,5
2025-09-21,Morning,8,11,3,120,8
2025-09-21,Afternoon,12,16,3,119,5
2025-09-22,Morning,8,11,5,100,19
2025-09-22,Afternoon,12,16,4,111,8
2025-09-23,Morning,8,11,5,104,17
2025-09-23,Afternoon,12,16,4,116,6
2025-09-24,Morning,8,11,5,108,15
2025-09-24,Afternoon,12,16,4,106,5
2025-09-25,Morning,8,11,5,100,17
2025-09-25,Afternoon,12,16,4,111,7
2025-09-26,Morning,8,11,5,104,12
2025-09-26,Afternoon,12,16,4,116,5
2025-09-27,Morning,8,11,3,128,17
2025-09-27,Afternoon,12,16,3,114,5
2025-09-28,Morning,8,11,3,120,9
2025-09-28,Afternoon,12,16,3,119,5
2025-09-29,Morning,8,11,5,100,20
2025-09-29,Afternoon,12,16,4,111,9
2025-09-30,Morning,8,11,5,104,10
2025-09-30,Afternoon,12,16,4,116,5
2025-10-01,Morning,8,11,5,108,20
2025-10-01,Afternoon,12,16,4,106,8
2025-10-02,Morning,8,11,5,100,17
2025-10-02,Afternoon,12,16,4,111,7
2025-10-03,Morning,8,11,5,104,12
2025-10-03,Afternoon,12,16,4,116,5
2025-10-04,Morning,8,11,3,128,17
2025-10-04,Afternoon,12,16,3,114,5
2025-10-05,Morning,8,11,3,120,11
2025-10-05,Afternoon,12,16,3,119,5
2025-10-06,Morning,8,11,5,100,21
2025-10-06,Afternoon,12,16,4,111,9
2025-10-07,Morning,8,11,5,104,12
2025-10-07,Afternoon,12,16,4,116,5
2025-10-08,Morning,8,11,5,108,18
2025-10-08,Afternoon,12,16,4,106,7
2025-10-09,Morning,8,11,5,100,12
2025-10-09,Afternoon,12,16,4,111,5
2025-10-10,Morning,8,11,5,104,14
2025-10-10,Afternoon,12,16,4,116,5
2025-10-11,Morning,8,11,3,128,10
2025-10-11,Afternoon,12,16,3,114,5
2025-10-12,Morning,8,11,3,120,13
2025-10-12,Afternoon,12,16,3,119,5
2025-10-13,Morning,8,11,5,100,21
2025-10-13,Afternoon,12,16,4,111,9
2025-10-14,Morning,8,11,5,104,13
2025-10-14,Afternoon,12,16,4,116,5
2025-10-15,Morning,8,11,5,108,22
2025-10-15,Afternoon,12,16,4,106,9
2025-10-16,Morning,8,11,5,100,13
2025-10-16,Afternoon,12,16,4,111,5
2025-10-17,Morning,8,11,5,104,17
2025-10-17,Afternoon,12,16,4,116,6
2025-10-18,Morning,8,11,3,128,12
2025-10-18,Afternoon,12,16,3,114,5
2025-10-19,Morning,8,11,3,120,14
2025-10-19,Afternoon,12,16,3,119,5
2025-10-20,Morning,8,11,6,90,12
2025-10-20,Afternoon,12,16,5,103,5
2025-10-21,Morning,8,11,6,94,15
2025-10-21,Afternoon,12,16,5,108,5
2025-10-22,Morning,8,11,6,98,18
2025-10-22,Afternoon,12,16,5,98,6
2025-10-23,Morning,8,11,6,90,15
2025-10-23,Afternoon,12,16,5,103,5
2025-10-24,Morning,8,11,6,94,15
2025-10-24,Afternoon,12,16,5,108,5
2025-10-25,Morning,8,11,3,128,13
2025-10-25,Afternoon,12,16,3,114,5
2025-10-26,Morning,8,11,3,120,14
2025-10-26,Afternoon,12,16,3,119,5
2025-10-27,Morning,8,11,5,100,16
2025-10-27,Afternoon,12,16,4,111,6
2025-10-28,Morning,8,11,5,104,17
2025-10-28,Afternoon,12,16,4,116,6
2025-10-29,Morning,8,11,5,108,16
2025-10-29,Afternoon,12,16,4,106,6
2025-10-30,Morning,8,11,5,100,17
2025-10-30,Afternoon,12,16,4,111,6
2025-10-31,Morning,8,11,5,104,8
2025-10-31,Afternoon,12,16,4,116,5
2025-11-01,Morning,8,11,3,128,15
2025-11-01,Afternoon,12,16,3,114,5
2025-11-02,Morning,8,11,3,120,14
2025-11-02,Afternoon,12,16,3,119,5
2025-11-03,Morning,8,11,5,100,18
2025-11-03,Afternoon,12,16,4,111,7
2025-11-04,Morning,8,11,5,104,17
2025-11-04,Afternoon,12,16,4,116,6
2025-11-05,Morning,8,11,5,108,14
2025-11-05,Afternoon,12,16,4,106,5
2025-11-06,Morning,8,11,5,100,17
2025-11-06,Afternoon,12,16,4,111,7
2025-11-07,Morning,8,11,5,104,12
2025-11-07,Afternoon,12,16,4,116,5
2025-11-08,Morning,8,11,3,128,17
2025-11-08,Afternoon,12,16,3,114,5
2025-11-09,Morning,8,11,3,120,8
2025-11-09,Afternoon,12,16,3,119,5
2025-11-10,Morning,8,11,5,100,19
2025-11-10,Afternoon,12,16,4,111,8
2025-11-11,Morning,8,11,5,104,17
2025-11-11,Afternoon,12,16,4,116,6
2025-11-12,Morning,8,11,5,108,19
2025-11-12,Afternoon,12,16,4,106,8
2025-11-13,Morning,8,11,5,100,17
2025-11-13,Afternoon,12,16,4,111,7
2025-11-14,Morning,8,11,5,104,12
2025-11-14,Afternoon,12,16,4,116,5
2025-11-15,Morning,8,11,3,128,17
2025-11-15,Afternoon,12,16,3,114,5
2025-11-16,Morning,8,11,3,120,10
2025-11-16,Afternoon,12,16,3,119,5
2025-11-17,Morning,8,11,5,100,21
2025-11-17,Afternoon,12,16,4,111,9
2025-11-18,Morning,8,11,5,104,11
2025-11-18,Afternoon,12,16,4,116,5
2025-11-19,Morning,8,11,5,108,17
2025-11-19,Afternoon,12,16,4,106,7
2025-11-20,Morning,8,11,5,100,11
2025-11-20,Afternoon,12,16,4,111,5
2025-11-21,Morning,8,11,5,104,13
2025-11-21,Afternoon,12,16,4,116,5
2025-11-22,Morning,8,11,3,128,17
2025-11-22,Afternoon,12,16,3,114,5
2025-11-23,Morning,8,11,3,120,12
2025-11-23,Afternoon,12,16,3,119,5