Datasets:

rd-254
/

synthetic_equipment_utilization_dataset

Date stringdate 2024-01-01 00:00:00 2024-06-30 00:00:00	Equipment_ID stringclasses 12 values	Equipment_Type stringclasses 5 values	Department stringclasses 2 values	Available_Hours int64 8 20	Actual_Operating_Hours float64 0.8 20	Utilization_Rate float64 0.1 1	Number_of_Procedures int64 1 80	Daily_Operating_Cost float64 85 7.6k	Maintenance_Cost float64 0 338	Procedure_Revenue float64 179 81.6k	Day_of_Week stringclasses 7 values	Month stringclasses 6 values	Is_Weekend bool 2 classes
2024-01-01	MRI_A01	MRI Scanner	Radiology	16	13.19	0.825	32	5,936.45	0	34,130.38	Monday	January	false
2024-01-01	CT_B02	CT Scanner	Radiology	20	17.77	0.888	46	6,750.84	0	45,583.53	Monday	January	false
2024-01-01	XRAY_C03	X-Ray Machine	Radiology	12	6.79	0.565	18	814.31	0	2,545.73	Monday	January	false
2024-01-01	US_A04	Ultrasound	Radiology	10	5.52	0.552	6	469.32	0	1,314.04	Monday	January	false
2024-01-01	MAMMO_B05	Mammography Unit	Women's Health	8	3.18	0.397	8	476.92	0	1,859.33	Monday	January	false
2024-01-01	MRI_C06	MRI Scanner	Radiology	16	6.86	0.429	15	3,089.21	0	19,075.9	Monday	January	false
2024-01-01	CT_A07	CT Scanner	Radiology	20	15.69	0.785	40	5,963.52	0	33,839.09	Monday	January	false
2024-01-01	XRAY_B08	X-Ray Machine	Radiology	12	9.85	0.821	26	1,181.58	0	3,652.13	Monday	January	false
2024-01-01	US_C09	Ultrasound	Radiology	10	6.98	0.698	13	593.16	188.53	2,701.23	Monday	January	false
2024-01-01	MAMMO_A10	Mammography Unit	Women's Health	8	2.78	0.347	8	416.37	0	1,734.36	Monday	January	false
2024-01-01	MRI_B11	MRI Scanner	Radiology	16	12.47	0.78	35	5,612.61	208.57	37,761.84	Monday	January	false
2024-01-01	CT_C12	CT Scanner	Radiology	20	13.2	0.66	38	5,016.04	0	32,359.56	Monday	January	false
2024-01-02	MRI_A01	MRI Scanner	Radiology	16	12.82	0.802	20	5,771.11	229.11	26,130.6	Tuesday	January	false
2024-01-02	CT_B02	CT Scanner	Radiology	20	19.15	0.957	55	7,275.63	158.04	47,969.4	Tuesday	January	false
2024-01-02	XRAY_C03	X-Ray Machine	Radiology	12	8.52	0.71	25	1,021.86	0	3,683.35	Tuesday	January	false
2024-01-02	US_A04	Ultrasound	Radiology	10	6.34	0.634	19	539.19	0	3,458.68	Tuesday	January	false
2024-01-02	MAMMO_B05	Mammography Unit	Women's Health	8	4.68	0.586	14	702.72	248.65	3,778.46	Tuesday	January	false
2024-01-02	MRI_C06	MRI Scanner	Radiology	16	15.59	0.974	41	7,015.07	0	36,310.85	Tuesday	January	false
2024-01-02	CT_A07	CT Scanner	Radiology	20	18.97	0.949	48	7,209.58	0	41,908.29	Tuesday	January	false
2024-01-02	XRAY_B08	X-Ray Machine	Radiology	12	9.75	0.813	24	1,170.2	0	4,132.04	Tuesday	January	false
2024-01-02	US_C09	Ultrasound	Radiology	10	6.17	0.617	12	524.52	0	2,279.58	Tuesday	January	false
2024-01-02	MAMMO_A10	Mammography Unit	Women's Health	8	5.6	0.7	17	840.35	0	4,024.85	Tuesday	January	false
2024-01-02	MRI_B11	MRI Scanner	Radiology	16	13.23	0.827	33	5,954.33	0	43,435.83	Tuesday	January	false
2024-01-02	CT_C12	CT Scanner	Radiology	20	16.26	0.813	46	6,177.93	180.39	35,341.05	Tuesday	January	false
2024-01-03	MRI_A01	MRI Scanner	Radiology	16	12.71	0.794	33	5,719.81	67.24	40,968.25	Wednesday	January	false
2024-01-03	CT_B02	CT Scanner	Radiology	20	16.05	0.803	37	6,099.29	0	32,762.92	Wednesday	January	false
2024-01-03	XRAY_C03	X-Ray Machine	Radiology	12	8.67	0.723	29	1,040.73	0	4,425.94	Wednesday	January	false
2024-01-03	US_A04	Ultrasound	Radiology	10	6.97	0.697	11	592.48	0	2,213.25	Wednesday	January	false
2024-01-03	MAMMO_B05	Mammography Unit	Women's Health	8	8	1	19	1,200	215.08	4,911.41	Wednesday	January	false
2024-01-03	MRI_C06	MRI Scanner	Radiology	16	11.98	0.749	34	5,392.03	0	36,108.85	Wednesday	January	false
2024-01-03	CT_A07	CT Scanner	Radiology	20	18.9	0.945	38	7,181.42	0	39,005.8	Wednesday	January	false
2024-01-03	XRAY_B08	X-Ray Machine	Radiology	12	10.81	0.901	22	1,296.89	0	3,325.38	Wednesday	January	false
2024-01-03	US_C09	Ultrasound	Radiology	10	5.42	0.542	12	460.29	285.33	2,609.66	Wednesday	January	false
2024-01-03	MAMMO_A10	Mammography Unit	Women's Health	8	4.81	0.602	11	722.19	0	2,457.87	Wednesday	January	false
2024-01-03	MRI_B11	MRI Scanner	Radiology	16	13.14	0.821	26	5,911.48	0	36,035.8	Wednesday	January	false
2024-01-03	CT_C12	CT Scanner	Radiology	20	16.07	0.803	33	6,105.9	240.68	26,044.33	Wednesday	January	false
2024-01-04	MRI_A01	MRI Scanner	Radiology	16	12.55	0.784	39	5,645.66	0	45,281.38	Thursday	January	false
2024-01-04	CT_B02	CT Scanner	Radiology	20	16.51	0.825	29	6,272.25	0	29,207.8	Thursday	January	false
2024-01-04	XRAY_C03	X-Ray Machine	Radiology	12	8.93	0.744	23	1,071.29	0	3,663.09	Thursday	January	false
2024-01-04	US_A04	Ultrasound	Radiology	10	8.95	0.895	23	760.52	242.37	4,734.81	Thursday	January	false
2024-01-04	MAMMO_B05	Mammography Unit	Women's Health	8	3.66	0.457	12	548.56	0	3,142.15	Thursday	January	false
2024-01-04	MRI_C06	MRI Scanner	Radiology	16	13.76	0.86	27	6,193.26	0	36,153.85	Thursday	January	false
2024-01-04	CT_A07	CT Scanner	Radiology	20	15.03	0.752	44	5,711.54	0	41,234.61	Thursday	January	false
2024-01-04	XRAY_B08	X-Ray Machine	Radiology	12	5.93	0.494	15	711.11	0	2,049.86	Thursday	January	false
2024-01-04	US_C09	Ultrasound	Radiology	10	5.69	0.569	14	484.05	0	2,895.52	Thursday	January	false
2024-01-04	MAMMO_A10	Mammography Unit	Women's Health	8	6.74	0.842	18	1,010.25	0	4,380.9	Thursday	January	false
2024-01-04	MRI_B11	MRI Scanner	Radiology	16	16	1	45	7,200	0	49,371.35	Thursday	January	false
2024-01-04	CT_C12	CT Scanner	Radiology	20	17.1	0.855	41	6,498.29	0	36,075.42	Thursday	January	false
2024-01-05	MRI_A01	MRI Scanner	Radiology	16	13.71	0.857	37	6,171.12	0	44,076.64	Friday	January	false
2024-01-05	CT_B02	CT Scanner	Radiology	20	15.91	0.796	45	6,047.35	0	38,691.61	Friday	January	false
2024-01-05	XRAY_C03	X-Ray Machine	Radiology	12	9.65	0.804	25	1,157.98	0	3,282.85	Friday	January	false
2024-01-05	US_A04	Ultrasound	Radiology	10	8.01	0.801	27	680.69	202.91	4,782.8	Friday	January	false
2024-01-05	MAMMO_B05	Mammography Unit	Women's Health	8	5.37	0.672	14	805.87	0	3,164.35	Friday	January	false
2024-01-05	MRI_C06	MRI Scanner	Radiology	16	15.32	0.957	45	6,892.56	0	50,738.92	Friday	January	false
2024-01-05	CT_A07	CT Scanner	Radiology	20	18.24	0.912	80	6,929.72	0	81,582.35	Friday	January	false
2024-01-05	XRAY_B08	X-Ray Machine	Radiology	12	9.93	0.828	25	1,192.14	0	3,816.07	Friday	January	false
2024-01-05	US_C09	Ultrasound	Radiology	10	5.76	0.576	13	489.9	0	2,589.69	Friday	January	false
2024-01-05	MAMMO_A10	Mammography Unit	Women's Health	8	3.94	0.493	6	591.68	0	1,553.6	Friday	January	false
2024-01-05	MRI_B11	MRI Scanner	Radiology	16	10.87	0.679	33	4,890.31	278.02	40,109.06	Friday	January	false
2024-01-05	CT_C12	CT Scanner	Radiology	20	18.32	0.916	34	6,961.21	202.28	28,606.1	Friday	January	false
2024-01-06	MRI_A01	MRI Scanner	Radiology	16	6.86	0.429	19	3,086.18	0	22,834.53	Saturday	January	true
2024-01-06	CT_B02	CT Scanner	Radiology	20	7.22	0.361	21	2,745.27	0	17,712	Saturday	January	true
2024-01-06	XRAY_C03	X-Ray Machine	Radiology	12	2.44	0.203	5	292.23	161.41	874.6	Saturday	January	true
2024-01-06	US_A04	Ultrasound	Radiology	10	2.59	0.259	6	219.82	0	1,411.85	Saturday	January	true
2024-01-06	MAMMO_B05	Mammography Unit	Women's Health	8	2.18	0.272	4	326.88	0	1,091.79	Saturday	January	true
2024-01-06	MRI_C06	MRI Scanner	Radiology	16	5.16	0.323	17	2,322.99	0	17,300.49	Saturday	January	true
2024-01-06	CT_A07	CT Scanner	Radiology	20	6.34	0.317	19	2,407.35	164.62	16,694.06	Saturday	January	true
2024-01-06	XRAY_B08	X-Ray Machine	Radiology	12	4.74	0.395	11	568.49	0	1,496.12	Saturday	January	true
2024-01-06	US_C09	Ultrasound	Radiology	10	2.64	0.264	4	224.26	0	923.45	Saturday	January	true
2024-01-06	MAMMO_A10	Mammography Unit	Women's Health	8	2.77	0.346	6	415.03	0	1,430.15	Saturday	January	true
2024-01-06	MRI_B11	MRI Scanner	Radiology	16	5.92	0.37	14	2,662.49	0	16,459.87	Saturday	January	true
2024-01-06	CT_C12	CT Scanner	Radiology	20	6.86	0.343	19	2,606.22	0	17,315.62	Saturday	January	true
2024-01-07	MRI_A01	MRI Scanner	Radiology	16	6.32	0.395	11	2,845.16	0	14,106.64	Sunday	January	true
2024-01-07	CT_B02	CT Scanner	Radiology	20	6.87	0.343	18	2,609.89	0	16,024.23	Sunday	January	true
2024-01-07	XRAY_C03	X-Ray Machine	Radiology	12	3.36	0.28	7	403.53	244.25	1,001.22	Sunday	January	true
2024-01-07	US_A04	Ultrasound	Radiology	10	2.4	0.24	5	204.15	0	1,089.96	Sunday	January	true
2024-01-07	MAMMO_B05	Mammography Unit	Women's Health	8	2.12	0.265	6	317.5	0	1,594.44	Sunday	January	true
2024-01-07	MRI_C06	MRI Scanner	Radiology	16	5.33	0.333	11	2,398.35	0	13,172.41	Sunday	January	true
2024-01-07	CT_A07	CT Scanner	Radiology	20	6.91	0.346	21	2,626.8	0	17,781.93	Sunday	January	true
2024-01-07	XRAY_B08	X-Ray Machine	Radiology	12	4.46	0.372	10	535.4	0	1,695.82	Sunday	January	true
2024-01-07	US_C09	Ultrasound	Radiology	10	2.81	0.281	7	239.14	0	1,356.56	Sunday	January	true
2024-01-07	MAMMO_A10	Mammography Unit	Women's Health	8	1.75	0.218	3	261.98	0	757.27	Sunday	January	true
2024-01-07	MRI_B11	MRI Scanner	Radiology	16	5.37	0.336	11	2,417.11	0	15,961.95	Sunday	January	true
2024-01-07	CT_C12	CT Scanner	Radiology	20	7.96	0.398	15	3,023.56	0	14,342.56	Sunday	January	true
2024-01-08	MRI_A01	MRI Scanner	Radiology	16	13.51	0.844	33	6,078.61	155.14	31,323.53	Monday	January	false
2024-01-08	CT_B02	CT Scanner	Radiology	20	20	1	46	7,600	240.19	43,109.54	Monday	January	false
2024-01-08	XRAY_C03	X-Ray Machine	Radiology	12	6.58	0.549	13	789.88	212.18	1,865.51	Monday	January	false
2024-01-08	US_A04	Ultrasound	Radiology	10	7.33	0.733	20	622.72	243.63	3,420.77	Monday	January	false
2024-01-08	MAMMO_B05	Mammography Unit	Women's Health	8	2.55	0.319	5	382.21	0	1,223.32	Monday	January	false
2024-01-08	MRI_C06	MRI Scanner	Radiology	16	7.11	0.444	23	3,199.96	0	27,547.52	Monday	January	false
2024-01-08	CT_A07	CT Scanner	Radiology	20	14.59	0.73	36	5,545.69	185.57	36,518.49	Monday	January	false
2024-01-08	XRAY_B08	X-Ray Machine	Radiology	12	9.47	0.789	25	1,135.81	0	3,783.33	Monday	January	false
2024-01-08	US_C09	Ultrasound	Radiology	10	8.1	0.81	18	688.86	0	3,625.07	Monday	January	false
2024-01-08	MAMMO_A10	Mammography Unit	Women's Health	8	6.37	0.797	17	956.04	0	4,273.1	Monday	January	false
2024-01-08	MRI_B11	MRI Scanner	Radiology	16	15.48	0.968	46	6,967.24	0	61,826.27	Monday	January	false
2024-01-08	CT_C12	CT Scanner	Radiology	20	20	1	48	7,600	0	47,417.66	Monday	January	false
2024-01-09	MRI_A01	MRI Scanner	Radiology	16	9.98	0.624	21	4,493.1	0	27,802.15	Tuesday	January	false
2024-01-09	CT_B02	CT Scanner	Radiology	20	12.66	0.633	19	4,809.16	0	17,719.83	Tuesday	January	false
2024-01-09	XRAY_C03	X-Ray Machine	Radiology	12	5.86	0.488	16	703.13	0	2,578.07	Tuesday	January	false
2024-01-09	US_A04	Ultrasound	Radiology	10	9.36	0.936	26	795.83	0	5,131.2	Tuesday	January	false

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