Workflow_ID string | Process_Name string | Task_ID string | Task_Type string | Priority_Level string | Department string | Assigned_Employee_ID string | Task_Start_Time string | Task_End_Time string | Estimated_Time_Minutes int64 | Actual_Time_Minutes int64 | Delay_Flag int64 | Approval_Level string | Employee_Workload int64 | Cost_Per_Task float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
WF_1 | Customer Complaint | TASK_1 | Review | Low | Customer Service | EMP_128 | 2024-01-25 04:47:00 | 2024-01-25 08:33:00 | 208 | 226 | 1 | Level 1 | 1 | 155.17 |
WF_2 | HR Onboarding | TASK_2 | Approval | Low | HR | EMP_35 | 2024-05-24 02:57:00 | 2024-05-24 06:19:00 | 194 | 202 | 1 | Level 2 | 5 | 231.54 |
WF_3 | Invoice Approval | TASK_3 | Review | High | Finance | EMP_88 | 2024-03-22 03:34:00 | 2024-03-22 08:51:00 | 214 | 317 | 1 | Level 1 | 8 | 280.95 |
WF_4 | Customer Complaint | TASK_4 | Review | Medium | Operations | EMP_133 | 2024-06-10 10:37:00 | 2024-06-10 13:36:00 | 176 | 179 | 1 | Level 3 | 1 | 413.74 |
WF_5 | Customer Complaint | TASK_5 | Escalation | Medium | Finance | EMP_80 | 2024-07-02 11:38:00 | 2024-07-02 15:36:00 | 197 | 238 | 1 | Level 3 | 3 | 152.3 |
WF_6 | Customer Complaint | TASK_6 | Validation | Low | Operations | EMP_61 | 2024-05-23 11:14:00 | 2024-05-23 15:01:00 | 199 | 227 | 1 | Level 2 | 5 | 160.06 |
WF_7 | Purchase Order | TASK_7 | Escalation | Medium | Customer Service | EMP_55 | 2024-06-27 21:21:00 | 2024-06-27 23:14:00 | 84 | 113 | 1 | Level 3 | 6 | 440.88 |
WF_8 | Purchase Order | TASK_8 | Data Entry | Low | IT | EMP_42 | 2024-08-13 07:44:00 | 2024-08-13 11:45:00 | 204 | 241 | 1 | Level 1 | 4 | 406.61 |
WF_9 | Purchase Order | TASK_9 | Escalation | Low | Customer Service | EMP_21 | 2024-12-27 21:26:00 | 2024-12-28 00:22:00 | 59 | 176 | 1 | Level 3 | 2 | 180.92 |
WF_10 | IT Support Ticket | TASK_10 | Approval | High | Operations | EMP_2 | 2024-06-17 01:14:00 | 2024-06-17 02:37:00 | 23 | 83 | 1 | Level 3 | 1 | 313.09 |
WF_11 | Customer Complaint | TASK_11 | Approval | Medium | Finance | EMP_140 | 2024-07-15 01:41:00 | 2024-07-15 05:45:00 | 235 | 244 | 1 | Level 2 | 9 | 290.34 |
WF_12 | HR Onboarding | TASK_12 | Approval | Medium | Finance | EMP_133 | 2024-04-19 21:58:00 | 2024-04-20 00:48:00 | 167 | 170 | 1 | Level 1 | 3 | 428.89 |
WF_13 | IT Support Ticket | TASK_13 | Escalation | Medium | HR | EMP_22 | 2024-03-19 08:52:00 | 2024-03-19 10:57:00 | 103 | 125 | 1 | Level 1 | 5 | 386.51 |
WF_14 | HR Onboarding | TASK_14 | Escalation | Low | HR | EMP_102 | 2024-03-29 03:06:00 | 2024-03-29 08:52:00 | 229 | 346 | 1 | Level 2 | 3 | 138.07 |
WF_15 | Purchase Order | TASK_15 | Escalation | Medium | Operations | EMP_51 | 2024-12-04 21:57:00 | 2024-12-05 01:18:00 | 133 | 201 | 1 | Level 1 | 10 | 144.8 |
WF_16 | Invoice Approval | TASK_16 | Review | High | IT | EMP_143 | 2024-10-22 00:16:00 | 2024-10-22 02:35:00 | 65 | 139 | 1 | Level 2 | 4 | 487.35 |
WF_17 | Purchase Order | TASK_17 | Escalation | Critical | Operations | EMP_88 | 2024-12-27 07:57:00 | 2024-12-27 10:06:00 | 81 | 129 | 1 | Level 2 | 4 | 192.46 |
WF_18 | Invoice Approval | TASK_18 | Approval | High | Operations | EMP_59 | 2024-08-23 13:17:00 | 2024-08-23 15:46:00 | 105 | 149 | 1 | Level 1 | 9 | 427.43 |
WF_19 | HR Onboarding | TASK_19 | Validation | Medium | Customer Service | EMP_120 | 2024-01-15 13:57:00 | 2024-01-15 14:32:00 | 24 | 35 | 1 | Level 2 | 6 | 273.65 |
WF_20 | Purchase Order | TASK_20 | Review | Low | HR | EMP_108 | 2024-12-05 02:37:00 | 2024-12-05 05:26:00 | 160 | 169 | 1 | Level 2 | 5 | 109.32 |
WF_21 | Invoice Approval | TASK_21 | Review | Medium | IT | EMP_114 | 2024-03-06 14:06:00 | 2024-03-06 19:24:00 | 233 | 318 | 1 | Level 2 | 5 | 335.36 |
WF_22 | Customer Complaint | TASK_22 | Data Entry | High | IT | EMP_58 | 2024-03-02 22:25:00 | 2024-03-03 04:07:00 | 236 | 342 | 1 | Level 3 | 10 | 245.28 |
WF_23 | Invoice Approval | TASK_23 | Approval | Critical | Customer Service | EMP_30 | 2024-04-26 14:39:00 | 2024-04-26 18:00:00 | 94 | 201 | 1 | Level 3 | 6 | 237.15 |
WF_24 | Customer Complaint | TASK_24 | Validation | Low | IT | EMP_80 | 2024-04-21 14:27:00 | 2024-04-21 18:40:00 | 206 | 253 | 1 | Level 3 | 5 | 469.47 |
WF_25 | Purchase Order | TASK_25 | Validation | Critical | HR | EMP_1 | 2024-04-11 19:55:00 | 2024-04-11 22:16:00 | 25 | 141 | 1 | Level 1 | 4 | 196.04 |
WF_26 | HR Onboarding | TASK_26 | Review | Medium | Operations | EMP_56 | 2024-08-29 06:53:00 | 2024-08-29 09:47:00 | 62 | 174 | 1 | Level 3 | 5 | 202.24 |
WF_27 | Invoice Approval | TASK_27 | Review | Low | IT | EMP_9 | 2024-05-07 19:33:00 | 2024-05-08 00:44:00 | 200 | 311 | 1 | Level 2 | 7 | 53.42 |
WF_28 | Invoice Approval | TASK_28 | Review | High | Finance | EMP_92 | 2024-11-13 23:49:00 | 2024-11-14 00:44:00 | 28 | 55 | 1 | Level 2 | 8 | 341.32 |
WF_29 | Invoice Approval | TASK_29 | Approval | High | HR | EMP_18 | 2024-04-29 20:22:00 | 2024-04-29 22:02:00 | 73 | 100 | 1 | Level 1 | 3 | 355.81 |
WF_30 | IT Support Ticket | TASK_30 | Review | Low | HR | EMP_86 | 2024-02-07 10:46:00 | 2024-02-07 16:22:00 | 236 | 336 | 1 | Level 3 | 7 | 334.2 |
WF_31 | Invoice Approval | TASK_31 | Validation | Low | Customer Service | EMP_110 | 2024-09-01 00:46:00 | 2024-09-01 04:08:00 | 88 | 202 | 1 | Level 2 | 7 | 285.27 |
WF_32 | Invoice Approval | TASK_32 | Review | High | HR | EMP_44 | 2024-05-13 10:34:00 | 2024-05-13 13:49:00 | 161 | 195 | 1 | Level 3 | 10 | 98.6 |
WF_33 | Purchase Order | TASK_33 | Escalation | Critical | HR | EMP_107 | 2024-11-11 00:00:00 | 2024-11-11 04:00:00 | 211 | 240 | 1 | Level 1 | 3 | 181.64 |
WF_34 | HR Onboarding | TASK_34 | Review | Low | Customer Service | EMP_21 | 2024-07-25 15:38:00 | 2024-07-25 18:35:00 | 131 | 177 | 1 | Level 1 | 9 | 270.29 |
WF_35 | HR Onboarding | TASK_35 | Validation | Low | Operations | EMP_91 | 2024-09-10 00:50:00 | 2024-09-10 02:01:00 | 63 | 71 | 1 | Level 2 | 5 | 384.66 |
WF_36 | Invoice Approval | TASK_36 | Escalation | High | IT | EMP_26 | 2024-09-23 16:04:00 | 2024-09-23 19:02:00 | 163 | 178 | 1 | Level 1 | 6 | 194.45 |
WF_37 | Invoice Approval | TASK_37 | Data Entry | Low | Operations | EMP_87 | 2024-11-20 19:28:00 | 2024-11-20 21:05:00 | 86 | 97 | 1 | Level 3 | 4 | 94.41 |
WF_38 | HR Onboarding | TASK_38 | Validation | High | IT | EMP_147 | 2024-08-25 06:42:00 | 2024-08-25 11:01:00 | 229 | 259 | 1 | Level 3 | 2 | 159.5 |
WF_39 | Invoice Approval | TASK_39 | Validation | Low | Finance | EMP_90 | 2024-02-18 16:12:00 | 2024-02-18 19:19:00 | 108 | 187 | 1 | Level 2 | 10 | 376.48 |
WF_40 | Purchase Order | TASK_40 | Validation | Medium | Customer Service | EMP_5 | 2024-01-25 17:32:00 | 2024-01-25 20:09:00 | 154 | 157 | 1 | Level 2 | 4 | 388.34 |
WF_41 | Purchase Order | TASK_41 | Escalation | High | Finance | EMP_131 | 2024-11-28 01:01:00 | 2024-11-28 04:35:00 | 201 | 214 | 1 | Level 1 | 5 | 291.08 |
WF_42 | Customer Complaint | TASK_42 | Validation | High | HR | EMP_138 | 2024-01-17 17:00:00 | 2024-01-17 20:46:00 | 161 | 226 | 1 | Level 3 | 7 | 439.36 |
WF_43 | Invoice Approval | TASK_43 | Escalation | Medium | Customer Service | EMP_77 | 2024-04-24 05:47:00 | 2024-04-24 08:05:00 | 111 | 138 | 1 | Level 1 | 2 | 333.11 |
WF_44 | Invoice Approval | TASK_44 | Validation | Critical | Finance | EMP_7 | 2024-06-22 19:43:00 | 2024-06-23 00:02:00 | 210 | 259 | 1 | Level 1 | 5 | 474.62 |
WF_45 | IT Support Ticket | TASK_45 | Review | Low | Finance | EMP_16 | 2024-06-20 23:55:00 | 2024-06-21 01:55:00 | 62 | 120 | 1 | Level 1 | 8 | 173.69 |
WF_46 | IT Support Ticket | TASK_46 | Approval | Low | Finance | EMP_28 | 2024-11-25 06:34:00 | 2024-11-25 08:09:00 | 82 | 95 | 1 | Level 1 | 5 | 170.79 |
WF_47 | HR Onboarding | TASK_47 | Validation | High | IT | EMP_94 | 2024-01-09 00:32:00 | 2024-01-09 02:56:00 | 76 | 144 | 1 | Level 1 | 6 | 482.99 |
WF_48 | Invoice Approval | TASK_48 | Validation | Low | IT | EMP_55 | 2024-06-03 04:05:00 | 2024-06-03 09:32:00 | 228 | 327 | 1 | Level 2 | 3 | 205.93 |
WF_49 | HR Onboarding | TASK_49 | Escalation | Critical | IT | EMP_86 | 2024-06-24 12:33:00 | 2024-06-24 15:14:00 | 83 | 161 | 1 | Level 1 | 1 | 197.84 |
WF_50 | Customer Complaint | TASK_50 | Review | High | IT | EMP_16 | 2024-07-13 01:19:00 | 2024-07-13 05:24:00 | 195 | 245 | 1 | Level 2 | 6 | 252.59 |
WF_51 | IT Support Ticket | TASK_51 | Approval | High | IT | EMP_53 | 2024-08-07 02:35:00 | 2024-08-07 04:36:00 | 52 | 121 | 1 | Level 3 | 1 | 122.07 |
WF_52 | Purchase Order | TASK_52 | Approval | Critical | HR | EMP_121 | 2024-03-11 13:03:00 | 2024-03-11 15:29:00 | 48 | 146 | 1 | Level 3 | 2 | 54.31 |
WF_53 | Purchase Order | TASK_53 | Approval | Medium | Operations | EMP_118 | 2024-07-09 07:25:00 | 2024-07-09 10:21:00 | 174 | 176 | 1 | Level 1 | 8 | 322.24 |
WF_54 | Customer Complaint | TASK_54 | Review | High | IT | EMP_146 | 2024-08-12 15:37:00 | 2024-08-12 17:47:00 | 67 | 130 | 1 | Level 1 | 2 | 448.59 |
WF_55 | Customer Complaint | TASK_55 | Validation | Low | HR | EMP_125 | 2024-03-24 12:22:00 | 2024-03-24 16:13:00 | 183 | 231 | 1 | Level 3 | 1 | 51.05 |
WF_56 | IT Support Ticket | TASK_56 | Escalation | Critical | HR | EMP_28 | 2024-11-25 11:00:00 | 2024-11-25 13:23:00 | 71 | 143 | 1 | Level 1 | 1 | 116.5 |
WF_57 | Customer Complaint | TASK_57 | Validation | High | Operations | EMP_91 | 2024-03-04 20:40:00 | 2024-03-04 21:26:00 | 42 | 46 | 1 | Level 1 | 8 | 148.44 |
WF_58 | Invoice Approval | TASK_58 | Data Entry | Critical | Customer Service | EMP_68 | 2024-09-03 10:46:00 | 2024-09-03 11:29:00 | 40 | 43 | 1 | Level 3 | 4 | 258.24 |
WF_59 | HR Onboarding | TASK_59 | Approval | Low | HR | EMP_106 | 2024-02-08 01:36:00 | 2024-02-08 03:51:00 | 70 | 135 | 1 | Level 3 | 2 | 202.6 |
WF_60 | HR Onboarding | TASK_60 | Data Entry | Critical | IT | EMP_45 | 2024-06-11 00:35:00 | 2024-06-11 04:17:00 | 187 | 222 | 1 | Level 3 | 9 | 60.36 |
WF_61 | Invoice Approval | TASK_61 | Review | High | IT | EMP_101 | 2024-06-19 16:23:00 | 2024-06-19 20:05:00 | 207 | 222 | 1 | Level 1 | 5 | 441.27 |
WF_62 | HR Onboarding | TASK_62 | Review | High | Operations | EMP_105 | 2024-07-20 17:05:00 | 2024-07-20 18:54:00 | 88 | 109 | 1 | Level 2 | 9 | 464.98 |
WF_63 | IT Support Ticket | TASK_63 | Escalation | Medium | HR | EMP_58 | 2024-05-19 01:43:00 | 2024-05-19 06:30:00 | 192 | 287 | 1 | Level 3 | 10 | 269.71 |
WF_64 | Purchase Order | TASK_64 | Approval | Critical | IT | EMP_30 | 2024-01-06 00:27:00 | 2024-01-06 02:08:00 | 22 | 101 | 1 | Level 1 | 7 | 497.43 |
WF_65 | HR Onboarding | TASK_65 | Approval | Medium | Customer Service | EMP_146 | 2024-03-19 23:08:00 | 2024-03-20 01:23:00 | 68 | 135 | 1 | Level 2 | 9 | 269.23 |
WF_66 | Customer Complaint | TASK_66 | Validation | Medium | Finance | EMP_75 | 2024-08-28 01:24:00 | 2024-08-28 04:50:00 | 180 | 206 | 1 | Level 1 | 10 | 250.3 |
WF_67 | HR Onboarding | TASK_67 | Escalation | Low | Customer Service | EMP_20 | 2024-10-06 22:31:00 | 2024-10-07 01:31:00 | 184 | 180 | 0 | Level 2 | 9 | 235.12 |
WF_68 | HR Onboarding | TASK_68 | Data Entry | Medium | IT | EMP_67 | 2024-11-04 19:01:00 | 2024-11-04 20:14:00 | 70 | 73 | 1 | Level 3 | 2 | 180.6 |
WF_69 | Invoice Approval | TASK_69 | Review | Medium | Customer Service | EMP_124 | 2024-11-17 02:52:00 | 2024-11-17 07:21:00 | 210 | 269 | 1 | Level 3 | 9 | 309.64 |
WF_70 | IT Support Ticket | TASK_70 | Approval | Medium | Finance | EMP_135 | 2024-08-28 15:01:00 | 2024-08-28 17:22:00 | 114 | 141 | 1 | Level 2 | 2 | 164.67 |
WF_71 | IT Support Ticket | TASK_71 | Review | High | HR | EMP_76 | 2024-01-03 00:39:00 | 2024-01-03 05:15:00 | 174 | 276 | 1 | Level 3 | 2 | 488.9 |
WF_72 | Purchase Order | TASK_72 | Data Entry | High | IT | EMP_27 | 2024-02-16 12:15:00 | 2024-02-16 14:10:00 | 109 | 115 | 1 | Level 2 | 1 | 473.42 |
WF_73 | Customer Complaint | TASK_73 | Approval | Low | Customer Service | EMP_9 | 2024-09-01 08:02:00 | 2024-09-01 09:49:00 | 99 | 107 | 1 | Level 1 | 5 | 366.29 |
WF_74 | Invoice Approval | TASK_74 | Review | High | IT | EMP_26 | 2024-01-08 11:40:00 | 2024-01-08 12:12:00 | 21 | 32 | 1 | Level 2 | 3 | 380.23 |
WF_75 | HR Onboarding | TASK_75 | Review | Low | HR | EMP_27 | 2024-04-02 13:56:00 | 2024-04-02 16:13:00 | 65 | 137 | 1 | Level 2 | 5 | 336.77 |
WF_76 | Customer Complaint | TASK_76 | Data Entry | Low | Customer Service | EMP_135 | 2024-03-08 07:07:00 | 2024-03-08 12:02:00 | 177 | 295 | 1 | Level 2 | 1 | 54.3 |
WF_77 | HR Onboarding | TASK_77 | Escalation | Medium | Customer Service | EMP_71 | 2024-10-01 14:15:00 | 2024-10-01 15:42:00 | 86 | 87 | 1 | Level 3 | 9 | 365.36 |
WF_78 | Customer Complaint | TASK_78 | Approval | Low | Finance | EMP_8 | 2024-03-09 06:19:00 | 2024-03-09 09:02:00 | 88 | 163 | 1 | Level 3 | 7 | 321.79 |
WF_79 | Purchase Order | TASK_79 | Review | High | Customer Service | EMP_28 | 2024-06-05 06:05:00 | 2024-06-05 08:24:00 | 139 | 139 | 0 | Level 2 | 2 | 299.98 |
WF_80 | IT Support Ticket | TASK_80 | Data Entry | Critical | Finance | EMP_63 | 2024-10-30 21:47:00 | 2024-10-30 23:03:00 | 17 | 76 | 1 | Level 1 | 6 | 286.49 |
WF_81 | Invoice Approval | TASK_81 | Approval | Medium | Operations | EMP_38 | 2024-01-26 11:14:00 | 2024-01-26 14:52:00 | 105 | 218 | 1 | Level 2 | 9 | 393.35 |
WF_82 | Invoice Approval | TASK_82 | Review | Low | Operations | EMP_78 | 2024-01-04 15:44:00 | 2024-01-04 15:56:00 | 15 | 12 | 0 | Level 1 | 4 | 415.23 |
WF_83 | Customer Complaint | TASK_83 | Data Entry | Low | Customer Service | EMP_129 | 2024-06-05 15:39:00 | 2024-06-05 17:04:00 | 77 | 85 | 1 | Level 3 | 1 | 124.2 |
WF_84 | Customer Complaint | TASK_84 | Escalation | High | HR | EMP_59 | 2024-12-13 15:36:00 | 2024-12-13 17:42:00 | 78 | 126 | 1 | Level 1 | 2 | 421.04 |
WF_85 | Customer Complaint | TASK_85 | Review | Low | Customer Service | EMP_143 | 2024-05-30 22:00:00 | 2024-05-31 00:50:00 | 124 | 170 | 1 | Level 3 | 9 | 130.94 |
WF_86 | Invoice Approval | TASK_86 | Approval | High | IT | EMP_88 | 2024-03-05 21:43:00 | 2024-03-06 03:10:00 | 225 | 327 | 1 | Level 2 | 9 | 283.09 |
WF_87 | IT Support Ticket | TASK_87 | Validation | High | Finance | EMP_28 | 2024-09-08 16:12:00 | 2024-09-08 19:30:00 | 124 | 198 | 1 | Level 3 | 1 | 83.88 |
WF_88 | IT Support Ticket | TASK_88 | Validation | Low | IT | EMP_27 | 2024-02-17 18:01:00 | 2024-02-17 19:39:00 | 85 | 98 | 1 | Level 3 | 1 | 225.67 |
WF_89 | HR Onboarding | TASK_89 | Escalation | Medium | HR | EMP_121 | 2024-03-13 20:11:00 | 2024-03-13 23:40:00 | 181 | 209 | 1 | Level 3 | 8 | 172.21 |
WF_90 | Customer Complaint | TASK_90 | Approval | Critical | Operations | EMP_136 | 2024-12-18 13:22:00 | 2024-12-18 15:12:00 | 113 | 110 | 0 | Level 3 | 6 | 364.89 |
WF_91 | HR Onboarding | TASK_91 | Review | High | Operations | EMP_124 | 2024-05-06 15:32:00 | 2024-05-06 16:35:00 | 36 | 63 | 1 | Level 3 | 9 | 177.53 |
WF_92 | Purchase Order | TASK_92 | Data Entry | High | Customer Service | EMP_134 | 2024-07-07 07:17:00 | 2024-07-07 12:13:00 | 221 | 296 | 1 | Level 2 | 8 | 260.11 |
WF_93 | IT Support Ticket | TASK_93 | Escalation | Medium | Customer Service | EMP_26 | 2024-11-15 03:48:00 | 2024-11-15 07:13:00 | 177 | 205 | 1 | Level 1 | 7 | 481.12 |
WF_94 | Invoice Approval | TASK_94 | Approval | Medium | Finance | EMP_83 | 2024-09-20 17:49:00 | 2024-09-20 19:38:00 | 17 | 109 | 1 | Level 1 | 5 | 65.1 |
WF_95 | Purchase Order | TASK_95 | Approval | Low | Customer Service | EMP_137 | 2024-04-10 17:49:00 | 2024-04-10 22:18:00 | 184 | 269 | 1 | Level 1 | 9 | 209.72 |
WF_96 | HR Onboarding | TASK_96 | Escalation | High | HR | EMP_112 | 2024-10-22 11:10:00 | 2024-10-22 12:43:00 | 77 | 93 | 1 | Level 3 | 1 | 130.12 |
WF_97 | Purchase Order | TASK_97 | Review | Medium | Customer Service | EMP_143 | 2024-01-21 15:02:00 | 2024-01-21 16:30:00 | 30 | 88 | 1 | Level 3 | 5 | 174.12 |
WF_98 | IT Support Ticket | TASK_98 | Validation | High | IT | EMP_26 | 2024-05-23 12:42:00 | 2024-05-23 16:13:00 | 161 | 211 | 1 | Level 2 | 8 | 411.13 |
WF_99 | Invoice Approval | TASK_99 | Validation | High | Finance | EMP_143 | 2024-03-29 22:10:00 | 2024-03-30 01:01:00 | 77 | 171 | 1 | Level 2 | 6 | 113.26 |
WF_100 | Purchase Order | TASK_100 | Escalation | Medium | Operations | EMP_64 | 2024-11-17 05:34:00 | 2024-11-17 11:16:00 | 235 | 342 | 1 | Level 2 | 3 | 161.09 |
End of preview. Expand in Data Studio
Workflow Operations Performance Dataset
Task-Level Records for Process Efficiency and Operational Analysis
Dataset Info
- Source: Kaggle
- Original Size: 0.07 MB
- Kaggle Downloads: 415
- Files: 1
Files
AI_Workflow_Optimization_Dataset_2500_Rows_v1.csv
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