Split (1)

train · 8.97M rows

ticker stringlengths 1 10	date timestamp[ns]	profitability float32 1 100	value float32 1 100	solvency float32 1 100	cash_flow float32 1 100	illiquidity float32 1 100	momentum_long_term float32 1 100	momentum_medium_term float32 1 100	short_term_reversal float32 1 100	price_volatility float32 1 100	dividend_yield float32 1 100	earnings_consistency float32 1 100	small_size float32 1 100	low_growth float32 1 100	low_equity_issuance float32 1 100	bounce_dip float32 1 100	accrual_growth float32 1 100	low_depreciation_growth float32 1 100	current_liquidity float32 1 100	low_rnd float32 1 100	momentum float32 1 100	market_risk float32 1 100	business_risk float32 1 100	political_risk float32 1 100	inflation_fluctuation float32 1 100	inflation_persistence float32 1 100	returns float32 -1 1.44k ⌀
ZRBA	2003-02-21T00:00:00	25	71	22	37	6	35	18	74	44	44	72	90	11	49	84	25	57	91	9	24	15	84	33	14	60	0.009962
ZRBA	2003-02-28T00:00:00	25	71	22	37	6	28	9	76	43	43	70	91	11	43	80	22	57	91	9	15	11	82	35	14	60	-0.019727
ZRBA	2003-03-07T00:00:00	26	70	22	37	6	30	28	40	42	42	59	91	11	49	74	22	57	91	9	24	10	73	34	14	60	0.012642
ZRBA	2003-03-14T00:00:00	26	69	22	37	6	26	17	50	41	41	59	90	11	50	81	23	57	90	9	17	7	72	22	14	60	-0.002548
ZRBA	2003-03-21T00:00:00	26	73	22	36	8	30	32	66	33	33	46	91	10	57	69	23	57	90	9	27	8	70	20	14	60	0.005109
ZRBA	2003-03-28T00:00:00	26	73	22	35	7	27	24	67	31	31	56	91	10	51	74	27	57	90	8	22	8	69	19	14	60	-0.012452
ZRBA	2003-04-04T00:00:00	27	74	21	35	9	27	24	57	31	31	43	91	10	61	76	27	57	90	8	23	3	71	19	14	60	0.012609
ZRBA	2003-04-11T00:00:00	27	71	21	35	9	26	18	51	30	30	63	91	10	47	84	27	57	90	8	19	4	78	20	14	60	0
ZRBA	2003-04-18T00:00:00	27	74	21	35	10	27	19	68	29	29	50	91	10	52	72	27	57	90	7	20	4	78	18	14	60	0
ZRBA	2003-04-25T00:00:00	28	75	21	35	11	24	21	36	30	30	44	91	10	55	70	28	57	90	8	19	11	64	11	14	60	0.04244
ZRBA	2003-05-02T00:00:00	27	76	22	35	10	27	39	45	29	29	46	91	10	54	68	28	57	90	7	31	34	71	19	14	60	0.028766
ZRBA	2003-05-09T00:00:00	27	74	21	36	8	30	40	12	43	43	49	90	10	53	41	28	57	90	8	33	33	55	10	14	60	0.114218
ZRBA	2003-05-16T00:00:00	33	73	46	29	7	24	28	34	42	42	37	91	11	51	37	79	67	61	4	22	42	70	15	14	60	-0.006168
ZRBA	2003-05-23T00:00:00	33	72	47	29	6	25	29	85	49	49	54	92	11	41	40	79	66	61	3	23	65	69	11	14	60	-0.082174
ZRBA	2003-05-30T00:00:00	33	74	47	30	6	25	35	80	48	48	45	92	11	47	37	87	67	61	3	26	41	50	14	14	60	0.020518
ZRBA	2003-06-06T00:00:00	33	76	47	30	7	26	39	61	47	47	39	92	11	51	41	87	67	61	4	29	35	49	11	14	60	0.033813
ZRBA	2003-06-13T00:00:00	33	76	47	29	7	22	29	48	45	45	37	92	11	52	47	87	67	61	4	22	34	49	10	14	60	0.00221
ZRBA	2003-06-20T00:00:00	33	75	47	30	7	22	51	53	44	44	47	92	11	47	36	87	66	61	4	32	19	15	6	14	60	0.00441
ZRBA	2003-06-27T00:00:00	33	76	46	30	9	21	51	32	43	43	37	92	10	53	35	87	67	61	4	32	38	19	2	14	60	0.021515
ZRBA	2003-07-04T00:00:00	33	69	46	30	8	41	80	8	48	48	60	91	10	41	36	87	67	61	4	63	56	46	3	14	60	0.093058
ZRBA	2003-07-11T00:00:00	33	70	46	30	9	38	72	18	47	47	43	91	10	49	36	87	67	61	4	57	62	42	2	14	60	0.038537
ZRBA	2003-07-18T00:00:00	33	76	47	30	9	18	24	86	56	56	76	92	11	40	40	87	67	61	4	17	71	49	6	14	60	-0.1117
ZRBA	2003-07-25T00:00:00	33	79	47	30	11	15	26	94	56	56	66	92	10	50	52	87	67	62	3	16	73	53	5	14	60	-0.060742
ZRBA	2003-08-01T00:00:00	33	77	47	29	9	17	36	65	53	53	73	92	10	43	38	87	67	62	3	22	69	38	6	14	60	0.033583
ZRBA	2003-08-08T00:00:00	32	78	47	29	9	18	41	71	52	52	65	93	10	53	42	86	67	62	3	26	69	37	7	14	60	-0.02393
ZRBA	2003-08-15T00:00:00	30	77	46	28	9	19	38	17	55	55	67	92	10	58	25	87	67	61	3	24	61	27	13	14	60	0.090868
ZRBA	2003-08-22T00:00:00	30	79	47	28	9	28	57	69	55	55	67	92	10	58	22	86	67	62	3	41	63	30	16	14	60	-0.026392
ZRBA	2003-08-29T00:00:00	31	80	47	28	9	46	86	97	56	56	69	93	10	54	32	90	67	62	3	69	74	37	14	14	60	-0.077086
ZRBA	2003-09-05T00:00:00	31	80	47	28	9	46	83	86	55	55	71	93	10	51	40	90	67	62	3	67	74	37	14	14	60	0.015833
ZRBA	2003-09-12T00:00:00	30	77	47	28	8	20	26	24	56	56	68	93	12	47	25	90	67	62	3	19	61	38	25	14	58	0.084256
ZRBA	2003-09-19T00:00:00	31	82	47	28	9	11	10	83	57	57	51	93	12	61	22	90	67	63	3	8	74	45	27	13	61	-0.057292
ZRBA	2003-09-26T00:00:00	94	77	58	37	9	17	26	63	53	53	66	94	34	63	19	75	66	92	4	18	73	48	21	14	59	-0.023867
ZRBA	2003-10-03T00:00:00	94	79	59	36	9	15	23	99	54	54	76	94	34	63	28	75	66	93	4	15	78	35	24	16	54	-0.089201
ZRBA	2003-10-10T00:00:00	94	78	59	37	8	34	67	54	57	57	74	94	34	63	23	75	66	92	4	51	76	35	27	25	55	0.073328
ZRBA	2003-10-17T00:00:00	94	77	59	37	9	22	33	29	57	57	68	94	34	45	30	75	66	93	4	24	73	29	27	34	55	0.050255
ZRBA	2003-10-24T00:00:00	94	77	59	36	9	8	5	34	53	53	60	94	34	47	22	75	66	92	4	5	76	31	33	35	56	-0.010805
ZRBA	2003-10-31T00:00:00	94	77	59	36	9	9	10	29	52	52	64	94	34	47	25	75	66	93	4	7	75	28	34	37	56	0.041685
ZRBA	2003-11-07T00:00:00	93	70	57	36	8	25	62	5	64	64	66	93	34	47	22	75	66	92	4	43	68	36	37	31	51	0.204152
ZRBA	2003-11-14T00:00:00	95	75	55	94	9	10	14	19	64	64	87	93	24	36	23	44	59	86	11	9	65	40	35	34	52	-0.033588
ZRBA	2003-11-21T00:00:00	94	63	53	95	8	12	23	2	71	71	94	92	24	36	7	44	59	85	12	13	93	47	57	11	47	0.220302
ZRBA	2003-11-28T00:00:00	94	60	53	95	7	6	3	4	71	71	93	91	24	34	7	41	59	84	12	3	90	50	76	12	36	0.067209
ZRBA	2003-12-05T00:00:00	95	66	54	95	7	9	16	52	72	72	97	92	24	34	11	41	59	85	12	9	84	49	66	14	37	-0.090935
ZRBA	2003-12-12T00:00:00	95	71	54	95	7	14	51	84	72	72	91	92	24	34	18	41	59	86	11	30	85	37	69	14	40	-0.076887
ZRBA	2003-12-19T00:00:00	95	71	54	95	7	15	46	76	71	71	94	92	24	34	12	41	59	85	11	27	85	38	70	14	41	0
ZRBA	2003-12-26T00:00:00	95	70	54	95	6	21	61	21	71	71	90	92	24	34	8	41	59	85	12	40	86	35	70	15	42	0.063436
ZRBA	2004-01-02T00:00:00	94	69	53	95	6	60	93	14	70	70	85	92	24	34	10	42	59	85	12	80	86	49	82	18	40	0.070411
ZRBA	2004-01-09T00:00:00	94	70	54	95	6	55	89	69	69	69	94	92	24	33	14	42	59	85	12	75	83	59	86	24	38	-0.033703
ZRBA	2004-01-16T00:00:00	94	68	54	95	7	83	98	40	66	66	97	92	24	39	10	42	59	85	12	93	82	62	92	28	52	0.039468
ZRBA	2004-01-23T00:00:00	94	65	53	95	7	84	97	21	65	65	93	92	24	40	7	42	59	85	12	93	82	56	92	26	54	0.051067
ZRBA	2004-01-30T00:00:00	95	71	53	95	7	76	86	65	61	61	78	92	24	44	7	42	59	85	11	85	79	65	93	23	59	-0.061047
ZRBA	2004-02-06T00:00:00	95	68	54	94	8	66	50	56	60	60	97	93	24	40	10	42	59	85	12	60	78	61	92	22	61	0.005816
ZRBA	2004-02-13T00:00:00	96	83	50	93	8	65	45	97	61	61	26	94	6	24	25	11	70	90	29	56	85	51	90	26	60	-0.07487
ZRBA	2004-02-20T00:00:00	96	82	50	93	8	76	76	82	58	58	26	93	6	24	30	11	70	90	29	81	85	52	91	26	60	-0.007853
ZRBA	2004-02-27T00:00:00	96	83	50	93	8	82	86	80	56	56	22	93	6	25	26	12	70	90	28	88	85	48	92	26	60	-0.006461
ZRBA	2004-03-05T00:00:00	96	85	50	93	8	69	49	87	54	54	19	94	6	25	35	12	70	90	29	61	88	48	93	25	56	-0.016095
ZRBA	2004-03-12T00:00:00	96	85	50	92	8	68	65	79	50	50	23	94	6	28	36	13	71	90	30	69	85	37	93	34	63	-0.034369
ZRBA	2004-03-19T00:00:00	96	85	50	92	8	72	81	50	49	49	21	94	6	31	43	14	71	90	31	80	88	37	96	32	62	0.013518
ZRBA	2004-03-26T00:00:00	96	84	50	92	8	65	52	49	47	47	33	94	6	31	46	14	71	90	29	61	88	34	96	53	44	-0.003208
ZRBA	2004-04-02T00:00:00	96	82	50	91	8	66	56	6	62	62	34	93	5	33	37	14	72	89	29	63	77	24	95	70	44	0.145833
ZRBA	2004-04-09T00:00:00	95	77	49	91	7	42	18	1	73	73	29	92	5	32	23	14	72	88	32	27	78	29	96	56	44	0.200591
ZRBA	2004-04-16T00:00:00	94	76	49	91	5	41	18	3	72	72	4	92	6	28	18	14	72	88	32	26	78	25	96	60	44	0.031766
ZRBA	2004-04-23T00:00:00	95	79	49	91	5	38	21	41	73	73	11	92	6	28	46	14	72	88	32	26	84	25	96	62	42	-0.063842
ZRBA	2004-04-30T00:00:00	95	80	50	91	5	28	9	75	74	74	14	93	6	29	52	14	72	89	32	14	72	19	96	60	28	-0.112428
ZRBA	2004-05-07T00:00:00	96	84	49	92	5	23	13	89	76	76	1	94	6	30	56	13	72	89	32	13	62	15	97	39	29	-0.119489
ZRBA	2004-05-14T00:00:00	49	82	50	12	5	30	29	24	77	77	39	93	20	25	34	24	87	67	47	26	88	29	98	47	36	0.108302
ZRBA	2004-05-21T00:00:00	50	83	51	13	5	36	38	63	76	76	34	93	21	27	64	24	87	67	47	34	89	29	97	53	33	-0.0234
ZRBA	2004-05-28T00:00:00	47	77	50	13	5	71	89	6	80	80	37	92	21	30	50	46	87	66	47	83	69	31	92	32	26	0.191079
ZRBA	2004-06-04T00:00:00	48	80	50	13	5	87	98	56	80	80	39	92	21	30	54	46	87	66	48	94	71	38	92	32	33	-0.065157
ZRBA	2004-06-11T00:00:00	50	82	51	13	4	91	97	91	81	81	48	93	21	30	49	47	87	67	48	96	69	59	92	35	38	-0.092435
ZRBA	2004-06-18T00:00:00	51	82	50	13	5	86	91	86	79	79	45	93	21	31	56	46	87	67	47	91	68	59	94	34	40	-0.041455
ZRBA	2004-06-25T00:00:00	50	82	50	13	5	78	52	39	79	79	34	93	21	31	44	46	87	67	47	68	68	58	95	28	43	0.084785
ZRBA	2004-07-02T00:00:00	50	83	50	13	5	48	23	40	78	78	34	93	21	31	44	46	87	66	50	33	68	57	95	27	40	-0.005593
ZRBA	2004-07-09T00:00:00	49	79	50	13	5	81	66	23	77	77	46	93	21	30	47	44	87	66	50	77	68	58	94	27	38	0.009951
ZRBA	2004-07-16T00:00:00	48	80	50	13	5	73	42	23	75	75	40	93	21	29	57	44	87	66	50	59	71	59	96	28	38	0.018421
ZRBA	2004-07-23T00:00:00	48	80	50	13	5	93	93	37	73	73	39	92	21	29	63	43	87	66	51	95	72	55	95	27	39	-0.029164
ZRBA	2004-07-30T00:00:00	48	82	50	13	6	87	75	65	71	71	34	93	21	29	67	43	87	66	50	85	55	53	93	62	41	-0.020075
ZRBA	2004-08-06T00:00:00	46	80	50	13	6	64	22	37	61	61	44	92	22	32	60	44	87	65	50	42	60	58	94	54	42	-0.001474
ZRBA	2004-08-13T00:00:00	45	81	50	13	7	51	27	71	60	60	31	93	21	35	59	45	87	65	47	37	60	55	96	53	44	-0.048266
ZRBA	2004-08-20T00:00:00	46	80	50	13	5	72	52	81	53	53	45	93	22	35	66	44	87	65	45	64	59	60	96	57	33	0.004653
ZRBA	2004-08-27T00:00:00	46	83	50	13	6	70	56	87	52	52	32	93	22	36	79	42	87	65	45	65	61	61	96	60	33	-0.013739
ZRBA	2004-09-03T00:00:00	47	84	50	13	6	77	68	95	47	47	36	93	22	36	79	42	87	66	46	76	61	65	94	54	35	-0.051182
ZRBA	2004-09-10T00:00:00	46	81	50	13	6	80	76	46	54	54	44	93	22	36	78	42	87	66	45	81	61	59	94	43	38	0.062026
ZRBA	2004-09-17T00:00:00	45	81	50	12	5	79	63	25	55	55	49	93	22	36	81	43	87	65	45	74	62	50	89	29	49	0.046288
ZRBA	2004-09-24T00:00:00	97	72	41	36	5	63	42	1	85	85	55	90	13	28	65	58	87	92	48	52	64	51	90	23	21	0.322001
ZRBA	2004-10-01T00:00:00	97	72	41	36	4	70	61	17	85	85	77	91	13	28	84	58	86	92	48	67	65	39	90	15	24	-0.035598
ZRBA	2004-10-08T00:00:00	97	74	41	36	4	59	41	13	84	84	65	91	13	28	74	58	87	92	46	49	66	38	89	16	18	0.003493
ZRBA	2004-10-15T00:00:00	97	73	41	36	4	55	31	46	84	84	82	91	13	33	79	58	87	92	50	41	66	39	89	16	18	-0.012648
ZRBA	2004-10-22T00:00:00	97	73	41	36	4	49	20	29	83	83	77	91	13	33	80	58	87	92	50	30	59	43	90	14	19	0.008109
ZRBA	2004-10-29T00:00:00	97	75	41	36	4	34	11	70	82	82	84	91	13	32	76	58	87	92	48	19	56	42	90	11	16	-0.025414
ZRBA	2004-11-05T00:00:00	97	78	41	36	4	44	26	87	81	81	82	91	13	33	56	58	87	92	50	32	54	54	88	10	15	-0.00945
ZRBA	2004-11-12T00:00:00	97	75	42	35	3	57	56	58	79	79	95	91	36	34	44	31	87	92	59	58	53	54	86	10	22	0.03828
ZRBA	2004-11-19T00:00:00	75	80	75	75	4	97	100	98	81	81	53	91	9	30	28	79	81	90	56	99	52	48	90	7	23	-0.114329
ZRBA	2004-11-26T00:00:00	76	83	75	75	3	93	99	97	80	80	65	91	10	30	50	79	81	90	56	98	49	51	89	5	24	-0.024819
ZRBA	2004-12-03T00:00:00	76	84	76	75	4	94	96	90	66	66	54	91	10	29	61	79	81	90	56	96	48	50	90	6	24	0.005386
ZRBA	2004-12-10T00:00:00	75	82	76	75	3	93	94	55	65	65	57	91	9	29	62	79	81	90	56	96	53	61	91	3	26	0.01326
ZRBA	2004-12-17T00:00:00	75	81	76	75	4	93	86	57	63	63	66	92	9	28	61	79	81	90	56	92	54	71	89	5	27	0.006609
ZRBA	2004-12-24T00:00:00	75	81	75	75	5	90	61	50	63	63	67	91	10	28	70	79	81	90	56	80	56	79	88	3	28	0.013132
ZRBA	2004-12-31T00:00:00	75	82	75	75	6	84	33	26	63	63	65	92	10	28	53	79	81	90	57	60	49	79	86	1	31	0.036034
ZRBA	2005-01-07T00:00:00	70	78	74	75	4	86	48	2	72	72	51	91	10	26	42	77	81	89	58	70	70	91	89	1	34	0.139497
ZRBA	2005-01-14T00:00:00	70	78	74	75	4	55	9	13	71	71	56	90	10	29	42	77	81	89	58	28	74	93	89	1	35	-0.009772

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