Datasets:

gcc-insurance-intelligence-lab-dev
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gcc-insurance-executive-kpi

date stringdate 2023-06-17 00:00:00 2026-03-12 00:00:00	total_claims int32 112 185	claims_approved int32 73 136	claims_rejected int32 13 49	total_premium_collected float64 27.9 3.78M	total_claims_paid float64 19.6 2.83M	loss_ratio float64 0.35 0.95	combined_ratio float64 0.72 1.2	fraud_detected int32 0 13	fraud_amount_saved float64 3.7 421k	avg_processing_time_hours float64 1 45.9	customer_satisfaction_score float64 2.27 5	new_policies int32 30 74	policy_renewals int32 53 109	country stringclasses 6 values
2023-06-17	142	94	32	152,844.35	39,078.49	0.677	0.837	8	35,844.66	14.2	3.47	40	79	Oman
2023-06-18	148	93	30	499,695.62	14,729.34	0.747	0.866	4	63,015.47	37.8	5	35	80	UAE
2023-06-19	122	115	23	132,855.68	1,657,159.04	0.693	0.947	4	35,361.87	13.1	3.33	49	98	Saudi Arabia
2023-06-20	133	95	32	105,632.73	688.05	0.592	0.966	6	64,363.31	42.2	3.73	57	88	Qatar
2023-06-21	165	84	42	984,477.54	407,651	0.802	0.802	4	57,326.86	25.6	5	50	59	Bahrain
2023-06-22	154	99	34	700,135.08	175,588.67	0.573	0.993	4	77,820.97	25.3	3.99	41	94	Kuwait
2023-06-23	148	92	20	164,586.26	19,385.43	0.65	0.991	6	28,433.53	25.6	4.42	46	87	Oman
2023-06-24	150	99	30	235,101.51	110,957.4	0.694	0.864	2	56,036.69	19.6	4.37	50	85	UAE
2023-06-25	139	107	26	334,052.95	286,772.3	0.616	0.974	5	70,897.03	20.8	3.99	50	78	Qatar
2023-06-26	140	110	33	721,083.38	461,808.88	0.66	0.911	3	12,702.55	9	3.74	56	77	Qatar
2023-06-27	163	109	23	1,663,816.33	218,821.16	0.702	0.924	6	25,047.18	21.5	4.16	45	92	Saudi Arabia
2023-06-28	172	104	27	645,299.33	222,250.92	0.597	0.983	6	25.2	20	3.92	43	76	Saudi Arabia
2023-06-29	158	100	30	279,630.54	98,823.19	0.6	0.932	7	40,490.84	22.7	4.93	54	85	Bahrain
2023-06-30	154	104	30	139,778.85	123,011.84	0.569	0.879	5	77,311.5	19.7	4.59	52	69	UAE
2023-07-01	164	94	22	1,695,298.35	58,254.57	0.633	1.058	3	31,283.08	21.5	4.63	43	76	Kuwait
2023-07-02	148	98	29	391,953.08	712,767.64	0.738	0.963	3	59,565.36	27.7	5	49	84	Oman
2023-07-03	141	95	37	26,600.16	299,514.29	0.64	0.885	7	101,077.26	14.9	3.55	41	82	UAE
2023-07-04	158	114	29	305,746.96	23,310.73	0.504	0.874	3	113,472.26	15.9	4.09	53	59	Qatar
2023-07-05	163	115	24	3,784,719.18	279,851.98	0.834	0.991	5	72,238.08	16	3.19	40	68	Oman
2023-07-06	131	96	22	196,615.6	226,086.47	0.541	1.02	4	15,245.82	34.2	3.9	55	82	Saudi Arabia
2023-07-07	159	91	27	641,939.86	5,654.56	0.691	0.938	6	20,836.15	1	4.46	45	66	Bahrain
2023-07-08	165	102	32	615,186.06	618,282.06	0.639	0.928	4	83,299.3	21.1	4.71	40	78	Bahrain
2023-07-09	137	96	35	332,568.62	390,969.52	0.593	0.86	6	79,313.96	13.8	4.5	61	89	Saudi Arabia
2023-07-10	171	93	24	872,564.44	252,041.26	0.647	0.784	3	128,274.52	27.8	3.8	48	82	Saudi Arabia
2023-07-11	141	104	23	184,375.87	82,847.8	0.797	0.927	5	37,938.88	13.8	4.5	58	75	Oman
2023-07-12	146	123	25	440,030.69	271,759.26	0.504	0.924	7	23,144.62	11.1	3.64	49	88	Saudi Arabia
2023-07-13	148	99	25	784,293.9	185,771.17	0.431	0.836	7	13,790.94	38.7	4.46	53	82	Qatar
2023-07-14	143	91	19	19,332.8	687,021.03	0.658	0.865	0	57,659.76	28.7	4	47	74	Oman
2023-07-15	158	110	32	115,484.63	170,522.55	0.604	0.983	5	96,088.11	21.9	4.2	47	76	Bahrain
2023-07-16	138	102	35	959,436.38	129,741.16	0.859	0.911	3	232,333.73	24.7	4.82	54	74	Qatar
2023-07-17	135	101	25	603,237.2	17,701.86	0.352	0.944	8	11,722.65	29.7	4.09	39	91	Qatar
2023-07-18	167	101	33	647,305.04	337,368.12	0.683	0.874	3	253.91	29	3.78	45	69	Oman
2023-07-19	143	106	30	1,289,359.47	25,046.55	0.737	1.099	6	312,812.31	25.2	3.95	48	64	Bahrain
2023-07-20	175	95	24	472,916.34	148,250.73	0.62	0.909	4	7,640.53	20.9	3.29	53	90	Oman
2023-07-21	118	96	33	542,336.9	797,693.81	0.729	1.028	3	55,566.91	24.6	3.71	47	73	Saudi Arabia
2023-07-22	126	90	37	153,161.97	138,835.47	0.892	0.841	3	84,123.19	12.3	4.82	43	85	UAE
2023-07-23	164	76	41	22,518.49	494,344.67	0.853	1.082	5	107,340.74	32.7	4.61	49	94	UAE
2023-07-24	175	90	30	406,063.39	94,169.61	0.584	0.901	6	43,647	23.1	4.64	50	92	Qatar
2023-07-25	141	104	27	713,280.92	115,213.82	0.737	1.059	3	14,262.23	24	3.98	47	80	Bahrain
2023-07-26	157	99	23	108,687.05	96,431.85	0.677	1.137	4	33,147.05	10	4.22	51	84	Saudi Arabia
2023-07-27	154	96	20	320,377.88	10,344.59	0.65	0.918	5	23,386.33	9	4.05	46	99	Oman
2023-07-28	164	108	25	322,250.82	284,040.98	0.471	0.89	6	12,020.92	31.8	3.72	46	77	Bahrain
2023-07-29	158	136	36	1,024,816.95	671,598.28	0.643	0.932	3	23,841.15	15.6	3.6	57	81	Oman
2023-07-30	151	98	38	78,719.69	165,098.87	0.583	0.935	6	29,859.32	18.2	4.2	49	77	UAE
2023-07-31	152	87	31	1,192,309.71	136,446.16	0.798	0.839	5	41,679.98	25.4	3.4	44	76	UAE
2023-08-01	120	97	33	11,896.37	5,775.82	0.646	0.836	6	82,699.25	11.3	4.18	48	75	Oman
2023-08-02	149	100	38	4,893.14	176,517.44	0.689	0.874	5	7,169.1	21.6	4.53	41	83	Saudi Arabia
2023-08-03	112	110	31	984,634.46	184,592.43	0.569	0.912	5	32,246.56	15.5	4.47	52	80	Kuwait
2023-08-04	128	104	24	341,938.86	783,960.61	0.604	0.969	4	101,252.04	36.1	4.8	38	91	Oman
2023-08-05	137	111	28	424,146.88	290,306.07	0.69	1.019	6	14,824.16	18.8	4.48	57	63	UAE
2023-08-06	140	106	30	123,332.27	114,341.53	0.702	0.813	6	61.89	16.6	3.88	49	99	Qatar
2023-08-07	127	88	35	66,650.61	136,095.12	0.67	0.988	6	21,910.2	29.2	4.84	47	90	Qatar
2023-08-08	135	98	24	404,727.77	378,723.97	0.793	0.972	3	9,656.42	29	4.47	64	74	Kuwait
2023-08-09	159	95	35	225,806.24	843,789.83	0.526	1.043	6	46,056.11	19.8	4.91	52	71	UAE
2023-08-10	173	94	34	32,117.99	446,440.5	0.751	0.792	9	50,771.96	23.5	5	62	86	Qatar
2023-08-11	151	84	37	57,399.58	1,416,000.51	0.57	0.934	5	36,807.42	29.3	4.17	50	75	UAE
2023-08-12	162	84	25	25,482.89	29,953.24	0.689	0.955	6	21,615.87	26.3	4.23	63	70	Bahrain
2023-08-13	156	100	32	296,006.45	39,434	0.815	0.97	7	5,153.74	23.5	4.51	52	75	UAE
2023-08-14	143	83	26	405,518.99	317,912.23	0.62	0.969	6	63,581.61	33.4	3.82	58	65	UAE
2023-08-15	143	95	27	391,271.81	180,588.92	0.593	1.101	2	20,340.26	6.9	4.77	48	76	UAE
2023-08-16	146	90	37	509,262.98	611,962.17	0.697	0.841	5	44,877.27	23.6	4.49	54	81	UAE
2023-08-17	154	94	38	1,508,200.06	169,939.25	0.493	0.868	9	41,612.1	19.6	4.22	44	89	UAE
2023-08-18	147	95	32	171,084.76	29,926.49	0.771	0.901	7	7,648.46	25.7	3.78	41	84	Kuwait
2023-08-19	135	103	21	3,475.21	239,836.92	0.664	1.014	1	8,852.77	23	3.85	56	87	Saudi Arabia
2023-08-20	147	84	30	114,314.82	341,692.27	0.523	0.85	4	7,808.62	33.4	4.56	42	90	Oman
2023-08-21	138	76	28	176,647.38	126,791.81	0.64	0.896	1	47,120.47	22	4.41	54	66	Kuwait
2023-08-22	140	101	31	877,818.47	42,630.14	0.652	1.031	6	28,453.65	28.9	4.07	39	59	Bahrain
2023-08-23	146	87	24	201,963.29	416,897.75	0.425	0.926	7	60,247.38	30.6	3.93	45	73	Oman
2023-08-24	158	113	38	668,515.33	336,632.95	0.789	1.046	3	5,409.81	35.5	3.68	50	81	Saudi Arabia
2023-08-25	163	108	39	1,741,635.11	51,254.4	0.57	0.877	4	13,035.62	19.1	4.14	54	86	Bahrain
2023-08-26	143	97	36	588,896.07	30,155.5	0.709	0.995	4	74,224.7	20.2	4.23	51	78	Kuwait
2023-08-27	148	99	32	116,045.48	245,244.16	0.502	1.009	6	61,314.66	19.7	4.3	43	74	Bahrain
2023-08-28	152	120	27	88,106.43	209,082.33	0.546	0.972	3	48,133.84	22.4	4.46	46	68	Oman
2023-08-29	152	88	41	253,895.65	67,493.57	0.49	0.943	8	177,569.53	30.6	4.07	50	77	Qatar
2023-08-30	134	95	27	651,429.47	21,978.86	0.619	0.99	5	135,122.92	11.3	4.05	55	80	Oman
2023-08-31	166	91	26	348,698.81	110,494.94	0.531	0.884	8	41,002.39	42.8	4.07	42	79	Kuwait
2023-09-01	145	93	28	1,466,489.54	693,183.59	0.851	0.807	5	60,745.65	26.5	5	54	70	Kuwait
2023-09-02	147	100	31	92,857.19	104,493.57	0.688	0.808	8	26,589.82	30.4	4.29	41	84	Oman
2023-09-03	142	113	34	1,190,540.91	3,268.09	0.7	0.977	2	73,680.37	27.2	4.58	57	82	Oman
2023-09-04	124	93	34	158,190.4	628,167.74	0.672	0.964	6	21,389.56	35.4	3.73	61	77	Bahrain
2023-09-05	132	96	30	109,259.26	187,259.02	0.715	0.918	3	8,665.55	27	4.55	65	78	Qatar
2023-09-06	167	77	21	128,532.36	99,501.31	0.716	1.011	8	91,354.95	21.6	3.54	51	81	Saudi Arabia
2023-09-07	148	105	38	366,217.89	256,505.88	0.562	0.862	6	37,840.73	25.5	4.37	41	92	Kuwait
2023-09-08	146	111	35	365,271.49	94,959.86	0.622	0.959	3	9,490.1	17.8	3.97	47	79	UAE
2023-09-09	157	100	35	375,093.89	261,313.95	0.675	0.998	4	8,374.73	13.5	5	50	82	Kuwait
2023-09-10	168	93	28	859,054.51	17,318.32	0.513	1.022	3	136,339.85	10.2	3.83	45	70	Bahrain
2023-09-11	164	92	32	280,015.02	238,714.54	0.739	1.04	6	6,248.33	15.2	4.01	43	85	UAE
2023-09-12	151	85	30	858,050.69	28,427.62	0.668	0.931	7	116,901.15	21	4.02	53	87	Bahrain
2023-09-13	162	93	33	154,378.89	267,288.78	0.637	0.817	7	59,494.39	21.4	4.42	61	70	Kuwait
2023-09-14	143	93	33	314,708.29	695,892.62	0.662	0.924	5	55,822.17	23.4	4.88	46	76	Kuwait
2023-09-15	145	100	36	843,627.32	44,961.1	0.491	0.998	6	9,279.87	27.9	4.66	44	73	Saudi Arabia
2023-09-16	155	95	29	388,587.35	27,352.35	0.607	1.067	5	24,518.25	23.8	3.85	62	76	Bahrain
2023-09-17	173	108	31	224,229.28	4,232.88	0.607	0.875	6	94,413.54	40	3.22	48	80	UAE
2023-09-18	147	121	40	118,627.15	50,120.54	0.496	1.2	4	64,897.04	31.1	3.86	48	87	UAE
2023-09-19	163	122	32	146,255.54	1,120,650.08	0.541	1.105	7	14,619.18	25.5	3.45	54	63	Saudi Arabia
2023-09-20	130	117	42	1,572,734.42	90,566.07	0.702	0.938	2	11,251.96	26.2	4.27	57	70	Oman
2023-09-21	145	112	35	151,378.25	436,234.15	0.639	1.03	6	73,741.51	15.3	3.43	63	74	Oman
2023-09-22	164	102	33	904,226.12	320,972.7	0.617	1.039	2	18,133.89	19.7	4.25	53	79	Oman
2023-09-23	172	116	44	26,269.22	721,214.01	0.808	1.135	2	30,306.94	9.3	4.7	55	84	Saudi Arabia
2023-09-24	158	102	42	1,328,087.95	775,891.22	0.841	0.939	9	8,365.23	25.5	3.32	43	80	Kuwait

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