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 ⌀
ZOLL	2003-09-05T00:00:00	54	32	20	59	2	21	59	89	39	39	92	48	38	41	84	89	7	93	38	39	9	83	57	47	46	-0.033784
ZOLL	2003-09-12T00:00:00	54	34	6	59	8	10	14	57	38	38	86	48	38	42	74	90	7	93	38	9	8	84	58	70	30	0.013668
ZOLL	2003-09-19T00:00:00	53	33	1	58	18	12	28	33	38	38	80	47	38	42	62	90	7	93	39	17	7	82	57	71	30	0.045782
ZOLL	2003-09-26T00:00:00	52	32	8	58	7	9	13	32	32	32	86	46	38	42	66	90	7	93	37	8	10	80	64	69	30	-0.023088
ZOLL	2003-10-03T00:00:00	53	34	13	58	3	10	14	76	29	29	90	47	38	42	57	90	7	93	37	9	5	74	66	70	29	-0.008594
ZOLL	2003-10-10T00:00:00	54	40	9	58	5	11	24	95	31	31	86	49	38	43	61	90	7	93	37	14	5	70	52	63	30	-0.050774
ZOLL	2003-10-17T00:00:00	53	37	6	58	9	12	31	44	35	35	78	48	38	53	43	90	7	93	37	18	4	67	51	75	28	0.054795
ZOLL	2003-10-24T00:00:00	53	37	2	58	15	12	45	55	33	33	72	48	38	54	57	90	7	93	37	25	4	69	56	76	29	-0.016698
ZOLL	2003-10-31T00:00:00	52	34	5	58	9	8	12	22	37	37	78	47	38	54	38	90	7	93	37	7	2	56	60	77	33	0.068239
ZOLL	2003-11-07T00:00:00	51	31	12	57	4	8	27	19	38	38	86	47	38	55	29	90	7	93	37	14	1	57	57	78	35	0.057109
ZOLL	2003-11-14T00:00:00	52	35	15	54	3	13	57	79	44	44	88	48	37	59	28	90	7	93	35	33	1	66	52	82	36	-0.075745
ZOLL	2003-11-21T00:00:00	52	34	11	54	5	14	64	34	42	42	86	47	37	59	26	90	7	93	35	37	2	73	61	71	42	0.021693
ZOLL	2003-11-28T00:00:00	52	37	9	54	6	11	29	75	41	41	85	48	37	59	28	68	7	93	36	16	3	71	48	71	50	0.000295
ZOLL	2003-12-05T00:00:00	53	38	12	55	5	7	7	78	41	41	86	49	37	59	20	68	7	93	36	5	2	61	54	71	52	-0.033019
ZOLL	2003-12-12T00:00:00	52	40	3	55	16	11	37	70	40	40	79	49	37	59	21	68	7	93	36	20	2	69	48	70	56	0.006098
ZOLL	2003-12-19T00:00:00	78	36	11	93	6	12	34	26	40	40	94	48	18	48	14	34	12	92	26	19	3	67	50	57	54	0.049697
ZOLL	2003-12-26T00:00:00	78	39	2	93	23	22	65	31	39	39	83	49	24	48	18	34	12	92	26	43	8	24	15	50	72	0.005196
ZOLL	2004-01-02T00:00:00	77	36	8	93	10	32	74	31	38	38	88	49	24	48	14	35	12	92	34	54	10	24	18	49	75	0.021252
ZOLL	2004-01-09T00:00:00	76	36	13	93	5	15	32	40	35	35	91	49	24	47	16	34	12	92	34	19	11	24	16	47	76	0.026434
ZOLL	2004-01-16T00:00:00	77	37	5	93	15	22	62	44	32	32	81	49	24	67	11	34	12	92	34	40	9	27	24	55	88	0.012329
ZOLL	2004-01-23T00:00:00	77	37	18	93	3	18	37	59	26	26	93	49	24	67	12	35	12	92	34	24	7	22	17	43	91	-0.003248
ZOLL	2004-01-30T00:00:00	74	31	17	92	3	13	22	12	29	29	92	48	24	67	8	34	12	92	34	14	16	29	16	45	85	0.062721
ZOLL	2004-02-06T00:00:00	75	32	17	92	4	14	26	36	30	30	92	48	24	68	7	34	12	92	34	16	15	28	17	46	84	-0.013541
ZOLL	2004-02-13T00:00:00	77	36	3	92	19	25	63	66	30	30	85	48	24	68	8	20	12	92	19	42	23	32	12	47	77	-0.025123
ZOLL	2004-02-20T00:00:00	46	36	9	27	8	26	63	39	29	29	63	48	28	52	7	15	11	68	23	43	15	40	16	46	70	0.018597
ZOLL	2004-02-27T00:00:00	47	38	20	27	3	28	62	80	31	31	67	49	28	52	8	14	11	68	23	45	21	26	22	43	75	-0.038863
ZOLL	2004-03-05T00:00:00	46	35	5	26	15	30	60	13	41	41	61	48	29	53	5	14	11	68	24	45	39	35	13	37	90	0.089824
ZOLL	2004-03-12T00:00:00	45	35	10	26	7	28	58	31	40	40	65	48	29	56	4	15	11	68	25	43	40	42	13	31	89	-0.021663
ZOLL	2004-03-19T00:00:00	46	34	16	26	3	25	51	41	40	40	71	48	30	59	5	16	11	68	26	36	45	46	21	11	78	-0.017307
ZOLL	2004-03-26T00:00:00	46	35	4	26	19	49	83	35	39	39	56	48	29	59	4	16	12	68	24	70	41	39	16	34	54	0.00777
ZOLL	2004-04-02T00:00:00	46	31	8	26	12	44	74	18	42	42	64	48	29	60	4	32	12	68	24	61	35	33	14	36	54	0.072989
ZOLL	2004-04-09T00:00:00	49	54	3	26	16	34	45	100	71	71	58	53	29	60	18	32	12	70	22	38	56	47	19	52	47	-0.252934
ZOLL	2004-04-16T00:00:00	48	53	2	26	23	45	63	88	70	70	63	52	29	56	37	32	12	70	22	55	56	43	21	57	47	0.013145
ZOLL	2004-04-23T00:00:00	48	53	3	26	18	28	33	83	69	69	64	52	29	56	39	32	12	70	22	27	56	44	20	52	48	0.009177
ZOLL	2004-04-30T00:00:00	49	53	4	27	17	51	80	70	66	66	63	52	29	56	45	32	12	69	22	69	54	44	20	51	49	-0.055817
ZOLL	2004-05-07T00:00:00	48	47	4	28	16	51	74	22	66	66	61	51	30	59	34	32	12	69	22	66	61	52	16	66	51	0.054467
ZOLL	2004-05-14T00:00:00	48	46	4	30	16	45	66	46	64	64	78	51	19	63	34	70	12	69	19	58	59	50	17	66	58	-0.019528
ZOLL	2004-05-21T00:00:00	38	40	22	72	2	53	75	25	63	63	62	51	21	49	41	93	16	94	20	67	60	50	19	69	58	0.007067
ZOLL	2004-05-28T00:00:00	38	48	11	72	7	64	84	79	61	61	54	52	21	49	47	93	16	94	19	78	70	49	26	79	62	-0.014354
ZOLL	2004-06-04T00:00:00	38	40	7	73	12	6	3	7	64	64	49	51	21	49	49	94	16	94	20	3	67	40	28	76	58	0.083495
ZOLL	2004-06-11T00:00:00	38	41	2	74	22	7	4	23	61	61	44	51	22	49	53	94	16	94	20	3	65	44	27	74	61	-0.000299
ZOLL	2004-06-18T00:00:00	38	39	11	74	6	8	7	17	48	48	54	51	22	50	47	94	16	94	20	5	64	41	18	81	61	0.020914
ZOLL	2004-06-25T00:00:00	38	37	18	73	3	9	13	31	46	46	59	51	22	49	35	94	16	94	21	8	66	46	20	75	59	0.016974
ZOLL	2004-07-02T00:00:00	38	40	11	74	8	17	47	62	47	47	52	51	22	49	55	94	16	94	20	30	66	45	19	75	58	-0.02446
ZOLL	2004-07-09T00:00:00	38	45	4	73	18	18	40	75	47	47	46	51	22	48	39	94	16	94	20	26	68	47	24	73	59	-0.050147
ZOLL	2004-07-16T00:00:00	38	43	7	74	11	20	56	70	45	45	50	51	22	42	46	94	16	94	20	35	69	47	25	75	59	-0.014907
ZOLL	2004-07-23T00:00:00	37	37	12	73	6	13	27	17	45	45	56	50	22	42	41	94	16	94	20	17	73	43	22	72	63	0.039407
ZOLL	2004-07-30T00:00:00	37	37	11	73	7	30	82	20	44	44	55	50	22	43	48	93	16	94	20	57	71	46	18	81	65	0.026388
ZOLL	2004-08-06T00:00:00	36	40	1	72	25	31	81	59	47	47	41	50	22	46	40	93	16	94	19	57	66	39	16	87	62	-0.068853
ZOLL	2004-08-13T00:00:00	34	39	2	71	24	41	77	61	42	42	24	50	18	49	38	82	15	94	20	61	67	38	18	87	62	-0.008886
ZOLL	2004-08-20T00:00:00	42	42	2	38	21	40	72	75	38	38	59	51	15	44	42	64	14	95	16	57	68	37	25	87	55	0.008646
ZOLL	2004-08-27T00:00:00	41	38	21	38	2	33	48	21	41	41	78	50	15	44	31	54	14	95	16	38	65	37	28	92	57	0.046032
ZOLL	2004-09-03T00:00:00	41	37	10	38	8	24	32	24	41	41	69	50	15	44	53	50	14	95	16	25	65	36	30	92	56	0.02519
ZOLL	2004-09-10T00:00:00	41	39	7	37	11	25	29	54	40	40	66	50	15	45	32	50	14	95	16	25	66	35	22	93	53	-0.005625
ZOLL	2004-09-17T00:00:00	42	43	3	37	19	41	78	76	38	38	58	51	15	45	35	51	14	95	16	61	67	31	27	95	51	-0.017565
ZOLL	2004-09-24T00:00:00	42	43	2	37	24	45	80	60	36	36	55	51	15	45	32	51	14	95	15	65	67	29	26	95	48	-0.001818
ZOLL	2004-10-01T00:00:00	42	41	4	37	16	34	50	47	35	35	61	51	15	45	46	50	14	95	15	40	66	25	26	95	49	0.025197
ZOLL	2004-10-08T00:00:00	42	45	6	37	14	36	51	87	39	39	64	52	15	45	40	50	14	95	15	42	60	31	30	93	65	-0.05271
ZOLL	2004-10-15T00:00:00	43	47	9	37	8	30	36	88	37	37	66	52	15	43	41	51	14	95	15	30	60	31	30	93	66	-0.030947
ZOLL	2004-10-22T00:00:00	43	48	2	37	22	39	71	79	35	35	71	52	15	48	47	51	14	95	15	55	56	34	31	93	65	-0.008065
ZOLL	2004-10-29T00:00:00	43	45	5	37	14	45	74	45	37	37	77	52	15	47	31	51	14	95	15	61	59	30	33	94	73	0.04065
ZOLL	2004-11-05T00:00:00	42	43	3	37	19	40	56	31	36	36	76	51	15	48	32	51	14	95	15	46	55	36	38	96	64	0.046875
ZOLL	2004-11-12T00:00:00	45	50	5	36	15	32	34	92	44	44	83	53	16	48	57	52	14	96	15	29	62	41	57	97	32	-0.07194
ZOLL	2004-11-19T00:00:00	44	45	12	36	6	36	41	36	47	47	89	52	16	46	49	52	14	95	15	35	63	42	49	98	31	0.054358
ZOLL	2004-11-26T00:00:00	43	45	2	36	23	40	48	29	47	47	80	52	16	46	52	75	14	95	15	43	64	41	49	99	30	0.039963
ZOLL	2004-12-03T00:00:00	43	41	12	36	6	26	18	17	46	46	89	52	16	45	55	69	14	95	15	19	66	42	49	98	29	0.037548
ZOLL	2004-12-10T00:00:00	43	42	2	36	23	23	15	26	44	44	81	52	16	46	46	69	14	95	15	16	72	49	50	97	30	-0.001696
ZOLL	2004-12-17T00:00:00	43	41	12	36	8	24	20	47	41	41	89	52	16	45	40	69	14	95	15	18	53	24	72	97	21	0.000566
ZOLL	2004-12-24T00:00:00	39	38	16	87	6	28	37	73	40	40	69	52	31	33	56	86	13	93	18	29	56	31	69	95	20	-0.015284
ZOLL	2004-12-31T00:00:00	39	40	14	87	8	36	54	86	40	40	58	52	33	32	59	87	13	93	25	43	61	32	69	97	18	-0.01121
ZOLL	2005-01-07T00:00:00	39	44	7	87	14	18	10	93	47	47	53	52	33	30	58	88	13	93	25	11	63	27	61	99	20	-0.088663
ZOLL	2005-01-14T00:00:00	39	44	5	87	17	28	45	77	46	46	54	53	33	25	54	88	13	93	25	33	55	20	64	95	17	0.007656
ZOLL	2005-01-21T00:00:00	39	41	23	87	2	34	61	71	42	42	51	52	33	32	56	87	13	93	25	47	62	21	66	96	18	-0.007914
ZOLL	2005-01-28T00:00:00	39	40	18	87	4	40	73	29	41	41	44	52	33	32	49	88	13	93	25	59	63	26	68	97	14	0.031908
ZOLL	2005-02-04T00:00:00	39	41	9	87	11	41	72	38	39	39	33	52	33	31	47	88	13	93	25	58	39	27	60	94	11	0.03154
ZOLL	2005-02-11T00:00:00	25	40	16	22	5	46	57	76	39	39	22	53	16	12	48	94	15	72	17	53	62	48	61	88	21	-0.038669
ZOLL	2005-02-18T00:00:00	25	40	18	23	3	37	40	66	38	38	24	53	16	11	45	93	16	72	17	36	62	47	61	87	21	-0.00686
ZOLL	2005-02-25T00:00:00	25	40	21	23	3	29	22	75	36	36	27	53	16	11	59	92	16	72	17	20	57	47	70	89	24	-0.011617
ZOLL	2005-03-04T00:00:00	25	45	4	23	19	19	7	84	35	35	10	54	16	16	61	92	16	72	17	9	55	52	66	89	20	-0.023825
ZOLL	2005-03-11T00:00:00	25	50	22	22	2	19	13	99	62	62	26	57	16	11	73	92	16	73	17	13	43	51	65	58	8	-0.168565
ZOLL	2005-03-18T00:00:00	25	53	18	22	3	21	19	96	61	61	21	57	17	14	76	93	16	73	19	17	42	48	56	56	7	-0.038356
ZOLL	2005-03-25T00:00:00	25	55	4	22	20	29	47	92	59	59	9	58	17	19	74	93	16	73	18	35	43	48	54	56	7	-0.021571
ZOLL	2005-04-01T00:00:00	25	56	19	21	3	34	54	92	59	59	20	58	18	15	83	93	16	74	17	43	33	28	52	57	7	-0.048669
ZOLL	2005-04-08T00:00:00	25	52	22	21	2	23	25	35	62	62	24	57	18	12	92	95	16	73	18	21	19	30	56	49	9	0.058155
ZOLL	2005-04-15T00:00:00	25	51	16	21	4	24	32	26	58	58	21	57	18	11	84	95	15	73	19	25	29	46	55	38	14	0.00124
ZOLL	2005-04-22T00:00:00	25	53	5	21	18	21	30	40	55	55	10	57	18	15	86	95	15	73	19	23	26	47	55	37	16	-0.009492
ZOLL	2005-04-29T00:00:00	25	54	15	21	5	18	19	74	53	53	20	57	18	12	88	95	16	73	19	16	28	40	51	42	17	-0.0525
ZOLL	2005-05-06T00:00:00	25	55	15	22	5	8	3	67	51	51	19	58	18	12	83	95	16	73	19	4	36	47	52	51	18	0.016711
ZOLL	2005-05-13T00:00:00	28	52	10	23	9	9	4	49	49	49	29	58	40	21	74	98	18	74	22	5	38	47	44	43	21	-0.003893
ZOLL	2005-05-20T00:00:00	28	49	21	24	2	8	4	22	43	43	28	57	40	22	77	98	18	74	22	5	39	42	33	41	21	0.057317
ZOLL	2005-05-27T00:00:00	28	50	12	23	7	7	5	75	42	42	45	58	40	22	82	83	18	74	22	5	39	46	25	41	22	-0.030801
ZOLL	2005-06-03T00:00:00	28	51	6	24	15	9	22	40	38	38	37	58	40	22	72	83	18	74	22	12	46	44	23	40	28	0.023305
ZOLL	2005-06-10T00:00:00	28	50	14	24	6	12	44	40	35	35	46	58	40	22	57	83	18	74	22	24	45	39	23	33	29	0.011594
ZOLL	2005-06-17T00:00:00	28	46	23	24	2	12	43	18	36	36	58	57	40	23	49	83	18	74	22	24	53	35	18	39	34	0.050348
ZOLL	2005-06-24T00:00:00	28	50	13	24	7	12	25	42	36	36	45	58	40	22	49	83	18	74	22	16	52	35	18	40	32	-0.025721
ZOLL	2005-07-01T00:00:00	28	48	3	24	21	12	28	12	40	40	32	57	40	23	44	83	18	74	22	17	51	34	30	45	37	0.06
ZOLL	2005-07-08T00:00:00	28	50	7	24	12	13	41	82	43	43	38	58	40	22	41	82	18	74	22	24	47	43	25	45	44	-0.049057
ZOLL	2005-07-15T00:00:00	28	49	13	24	5	16	60	65	41	41	68	58	40	19	38	82	18	74	23	35	46	46	20	38	50	0.006349
ZOLL	2005-07-22T00:00:00	28	48	14	24	5	13	28	33	43	43	68	57	40	17	27	82	18	74	23	17	34	42	11	50	52	0.049685
ZOLL	2005-07-29T00:00:00	28	46	13	24	5	14	45	26	40	40	68	57	40	18	25	82	18	74	23	26	28	32	15	46	56	0.020286

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