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	1999-11-05T00:00:00	44	5	28	22	7	100	95	4	79	79	79	44	24	48	1	53	51	67	28	98	27	66	25	47	46	0.125848
ZOLL	1999-11-12T00:00:00	45	5	29	22	9	100	100	22	77	77	78	45	24	49	2	53	51	68	28	100	24	69	24	47	46	-0.019896
ZOLL	1999-11-19T00:00:00	45	5	28	23	15	100	98	48	73	73	75	46	24	51	15	53	50	68	28	100	26	74	22	47	46	-0.025
ZOLL	1999-11-26T00:00:00	46	6	29	23	15	100	95	89	73	73	75	48	24	50	18	53	50	69	28	99	21	74	18	47	46	-0.115385
ZOLL	1999-12-03T00:00:00	46	6	29	23	8	99	67	60	71	71	83	47	24	49	21	53	50	69	28	86	21	77	19	47	46	0.03258
ZOLL	1999-12-10T00:00:00	46	6	29	23	7	98	48	71	69	69	87	48	24	49	23	53	50	69	28	76	13	73	24	47	46	-0.031552
ZOLL	1999-12-17T00:00:00	46	6	29	23	6	99	96	60	67	67	88	48	24	49	47	53	50	70	28	99	23	68	25	47	46	-0.003594
ZOLL	1999-12-24T00:00:00	46	7	29	23	5	100	98	69	64	64	91	48	24	50	51	53	50	70	28	100	7	66	17	47	46	-0.010938
ZOLL	1999-12-31T00:00:00	63	7	27	43	15	100	99	21	64	64	79	47	24	45	53	53	37	93	28	100	7	66	14	47	46	0.123176
ZOLL	2000-01-07T00:00:00	62	7	27	43	13	99	93	28	57	57	80	47	24	44	52	53	37	93	28	97	13	64	16	47	46	-0.003299
ZOLL	2000-01-14T00:00:00	62	7	28	43	3	98	83	19	54	54	92	47	24	40	52	53	37	93	28	92	14	59	14	47	46	0.067311
ZOLL	2000-01-21T00:00:00	62	7	28	43	13	95	45	28	50	50	73	47	24	45	64	53	37	93	28	73	15	71	15	47	46	0.024616
ZOLL	2000-01-28T00:00:00	62	7	28	43	7	95	55	65	52	52	85	48	24	45	79	53	37	93	28	77	12	78	15	47	46	-0.081059
ZOLL	2000-02-04T00:00:00	64	9	28	43	4	92	44	95	54	54	90	50	24	45	84	53	38	94	28	70	10	61	14	47	46	-0.116026
ZOLL	2000-02-11T00:00:00	62	7	28	43	3	92	40	25	62	62	95	47	24	45	79	17	38	94	18	68	23	77	17	47	46	0.188572
ZOLL	2000-02-18T00:00:00	48	7	33	39	14	89	40	23	60	60	53	46	24	21	87	19	42	94	20	67	26	78	16	47	46	0.032647
ZOLL	2000-02-25T00:00:00	47	6	33	39	2	92	73	4	73	73	60	41	24	22	85	19	41	93	20	85	33	67	17	47	46	0.325301
ZOLL	2000-03-03T00:00:00	47	6	33	39	6	92	76	20	70	70	57	41	24	22	99	20	41	94	20	88	35	65	17	47	46	0.018182
ZOLL	2000-03-10T00:00:00	48	6	33	39	15	92	80	12	67	67	51	40	24	22	78	19	41	94	20	89	34	63	19	47	46	0.073643
ZOLL	2000-03-17T00:00:00	48	6	33	39	4	89	77	72	69	69	59	42	24	23	95	19	41	94	20	85	27	32	22	47	46	-0.116426
ZOLL	2000-03-24T00:00:00	49	7	34	39	3	87	57	81	70	70	61	44	24	23	99	21	42	94	19	76	30	37	19	47	46	-0.084707
ZOLL	2000-03-31T00:00:00	50	6	34	38	3	74	16	40	68	68	71	43	24	26	100	23	42	94	20	45	31	41	15	47	46	0.054006
ZOLL	2000-04-07T00:00:00	49	5	34	38	12	84	70	7	68	68	50	40	24	26	99	24	42	93	20	80	44	29	12	47	46	0.131707
ZOLL	2000-04-14T00:00:00	49	4	34	39	6	85	71	10	61	61	61	37	24	24	93	24	42	92	20	80	53	28	12	47	46	-0.017241
ZOLL	2000-04-21T00:00:00	49	5	34	39	9	93	91	45	60	60	59	39	24	22	98	22	42	93	20	93	42	27	9	47	46	-0.029614
ZOLL	2000-04-28T00:00:00	50	6	34	38	11	90	85	92	65	65	58	43	24	22	99	24	42	93	15	88	48	17	22	47	46	-0.201114
ZOLL	2000-05-05T00:00:00	50	6	34	39	20	91	88	63	61	61	54	42	24	23	98	24	42	93	15	91	58	16	20	47	46	0.087671
ZOLL	2000-05-12T00:00:00	49	5	34	41	4	89	71	27	61	61	65	40	24	24	98	24	43	93	16	85	68	31	33	47	46	0.061129
ZOLL	2000-05-19T00:00:00	45	7	29	27	8	85	43	69	62	62	79	37	24	19	97	18	13	63	27	68	56	37	28	47	46	-0.100471
ZOLL	2000-05-26T00:00:00	45	6	29	27	4	92	70	21	61	61	80	35	24	20	96	23	13	62	26	88	69	39	30	47	46	0.073546
ZOLL	2000-06-02T00:00:00	45	7	29	27	3	98	94	80	58	58	78	36	24	20	96	22	13	63	27	99	74	37	35	47	46	-0.025381
ZOLL	2000-06-09T00:00:00	45	8	29	27	21	100	96	71	57	57	41	37	24	20	97	22	13	64	27	100	72	44	43	47	46	-0.028667
ZOLL	2000-06-16T00:00:00	45	7	29	28	7	99	79	45	54	54	63	37	24	20	97	22	13	63	27	93	68	44	47	47	46	0.032172
ZOLL	2000-06-23T00:00:00	45	7	29	28	19	82	25	46	55	55	42	37	24	20	96	22	13	63	27	54	69	41	47	47	46	-0.002577
ZOLL	2000-06-30T00:00:00	46	7	29	28	20	89	41	31	54	54	41	37	24	20	97	21	13	63	27	68	74	37	46	47	46	0.020833
ZOLL	2000-07-07T00:00:00	46	7	29	28	7	95	71	51	46	46	64	37	24	20	96	20	13	63	27	87	82	39	55	47	46	0
ZOLL	2000-07-14T00:00:00	46	8	29	28	4	87	39	90	47	47	73	39	24	19	98	19	13	64	27	65	87	49	62	47	46	-0.080367
ZOLL	2000-07-21T00:00:00	47	9	29	28	15	95	72	96	50	50	85	40	24	17	96	19	13	65	27	88	89	48	61	47	46	-0.115086
ZOLL	2000-07-28T00:00:00	46	8	29	28	9	87	38	66	47	47	89	39	24	18	95	18	13	64	27	65	88	49	62	47	46	0.009379
ZOLL	2000-08-04T00:00:00	46	7	29	28	11	80	27	21	50	50	88	38	24	18	93	18	13	63	27	55	87	49	71	47	46	0.10713
ZOLL	2000-08-11T00:00:00	45	7	29	27	11	85	47	25	49	49	88	37	24	19	94	37	13	62	25	69	87	49	73	47	46	0.018267
ZOLL	2000-08-18T00:00:00	50	6	24	38	5	85	45	3	60	60	95	36	24	17	88	10	14	60	23	68	82	43	81	47	46	0.190056
ZOLL	2000-08-25T00:00:00	51	8	24	38	19	85	63	81	66	66	82	39	24	17	88	12	14	61	23	78	85	45	87	47	46	-0.160889
ZOLL	2000-09-01T00:00:00	52	9	24	38	6	82	55	91	65	65	90	41	24	18	86	11	14	62	23	72	85	39	89	47	46	-0.084128
ZOLL	2000-09-08T00:00:00	51	9	24	38	8	64	18	68	64	64	87	40	24	18	90	11	14	62	23	40	86	42	93	47	46	0.036145
ZOLL	2000-09-15T00:00:00	52	10	24	37	16	49	8	95	66	66	78	42	24	18	90	11	14	63	24	25	92	25	89	47	46	-0.116279
ZOLL	2000-09-22T00:00:00	52	8	24	37	2	56	19	28	66	66	100	40	24	18	89	11	14	62	23	35	95	31	92	47	46	0.085526
ZOLL	2000-09-29T00:00:00	51	7	24	37	19	72	55	12	69	69	75	37	24	18	82	11	14	61	23	65	92	32	90	47	46	0.181818
ZOLL	2000-10-06T00:00:00	51	7	24	37	7	73	64	16	67	67	87	37	24	18	86	11	14	60	24	71	94	25	89	47	46	-0.042297
ZOLL	2000-10-13T00:00:00	51	7	24	38	14	93	94	51	66	66	74	38	24	18	89	11	14	60	24	96	81	25	90	47	46	-0.087046
ZOLL	2000-10-20T00:00:00	51	7	24	38	13	67	31	19	65	65	70	37	24	20	76	11	14	60	24	48	73	20	91	47	46	0.079204
ZOLL	2000-10-27T00:00:00	51	7	24	37	19	52	16	19	60	60	60	36	24	20	63	11	14	60	24	31	74	19	91	47	46	0.014957
ZOLL	2000-11-03T00:00:00	50	6	24	37	8	56	24	6	59	59	80	35	24	20	51	11	14	59	23	38	71	36	93	47	46	0.137851
ZOLL	2000-11-10T00:00:00	50	6	24	37	12	41	7	15	56	56	73	35	24	19	50	11	14	59	23	21	70	35	91	47	46	-0.011746
ZOLL	2000-11-17T00:00:00	51	6	24	36	10	55	42	74	59	59	82	37	24	21	67	10	14	59	23	48	71	27	73	47	46	-0.120229
ZOLL	2000-11-24T00:00:00	51	6	24	36	19	81	80	60	57	57	73	37	24	21	73	11	14	59	23	83	71	35	69	47	46	-0.014896
ZOLL	2000-12-01T00:00:00	51	7	24	36	7	80	85	80	59	59	87	39	24	20	76	37	14	59	33	86	70	34	79	47	46	-0.138725
ZOLL	2000-12-08T00:00:00	51	7	24	36	2	70	57	54	56	56	100	38	24	20	76	37	14	59	33	64	64	31	81	47	46	0.073339
ZOLL	2000-12-15T00:00:00	52	8	24	36	8	80	83	84	56	56	85	39	24	20	77	37	14	59	32	84	46	51	80	47	46	-0.117398
ZOLL	2000-12-22T00:00:00	51	8	24	36	2	82	87	62	53	53	98	39	24	20	73	56	14	59	14	88	33	56	81	47	46	-0.011744
ZOLL	2000-12-29T00:00:00	57	10	21	22	3	89	97	80	50	50	95	41	24	19	75	11	21	62	13	95	44	58	83	47	46	-0.04432
ZOLL	2001-01-05T00:00:00	59	12	22	22	5	90	95	95	50	50	93	43	24	19	85	11	21	63	13	95	42	35	61	47	46	-0.130112
ZOLL	2001-01-12T00:00:00	58	12	22	22	7	70	47	85	48	48	88	43	24	18	78	10	21	63	12	59	40	36	60	47	46	0.04918
ZOLL	2001-01-19T00:00:00	57	11	22	22	12	71	52	49	50	50	76	42	24	23	81	10	21	63	12	62	36	35	50	47	46	0.085938
ZOLL	2001-01-26T00:00:00	56	9	22	22	4	56	28	13	53	53	90	40	24	23	83	10	21	62	12	41	29	23	54	47	46	0.147511
ZOLL	2001-02-02T00:00:00	56	9	22	22	4	60	39	25	52	52	92	40	24	23	89	11	21	62	12	48	23	23	50	47	46	0.00311
ZOLL	2001-02-09T00:00:00	56	8	21	22	8	50	28	11	50	50	92	39	8	23	78	10	21	62	36	38	17	20	47	47	46	0.0406
ZOLL	2001-02-16T00:00:00	49	8	16	80	10	52	37	7	49	49	79	38	7	24	64	43	7	90	36	44	16	18	42	47	46	0.054103
ZOLL	2001-02-23T00:00:00	49	8	15	80	13	48	31	36	48	48	78	38	7	24	42	41	7	90	35	38	16	16	40	47	46	-0.056979
ZOLL	2001-03-02T00:00:00	49	8	17	80	6	39	12	47	48	48	81	38	7	24	47	36	7	90	35	22	16	15	41	47	46	-0.010586
ZOLL	2001-03-09T00:00:00	49	8	19	80	3	36	7	57	47	47	82	38	7	24	49	37	7	90	35	15	17	16	39	47	46	-0.00767
ZOLL	2001-03-16T00:00:00	50	9	19	79	4	35	22	77	50	50	83	39	7	25	50	37	7	90	35	20	12	15	33	47	46	-0.129185
ZOLL	2001-03-23T00:00:00	50	9	16	79	8	51	68	55	49	49	81	39	6	25	63	40	7	90	35	64	8	9	25	47	46	0.021144
ZOLL	2001-03-30T00:00:00	52	10	16	77	9	47	65	75	47	47	83	40	6	26	61	45	7	90	34	58	5	12	25	47	46	-0.034548
ZOLL	2001-04-06T00:00:00	60	34	15	76	11	55	80	99	76	76	81	49	7	27	81	45	7	92	32	71	13	5	26	47	46	-0.471327
ZOLL	2001-04-13T00:00:00	58	27	19	76	3	67	87	88	77	77	90	47	7	25	69	70	7	92	32	81	11	5	19	47	46	0.188849
ZOLL	2001-04-20T00:00:00	60	33	17	76	5	58	73	99	74	74	87	49	7	47	83	70	7	93	31	67	9	6	16	47	46	-0.089872
ZOLL	2001-04-27T00:00:00	58	28	13	76	14	56	64	31	75	75	85	47	8	47	89	70	7	92	32	60	6	6	11	47	46	0.150376
ZOLL	2001-05-04T00:00:00	58	28	18	76	4	54	53	63	74	74	87	48	8	48	81	70	7	92	33	53	5	4	7	47	46	-0.001307
ZOLL	2001-05-11T00:00:00	59	29	16	77	7	45	32	47	73	73	85	48	8	49	82	70	7	93	34	37	4	5	8	47	46	0.004363
ZOLL	2001-05-18T00:00:00	43	26	16	73	2	50	38	45	72	72	62	47	10	49	84	93	3	94	38	42	4	5	9	47	46	0.02172
ZOLL	2001-05-25T00:00:00	43	24	7	73	7	45	29	29	72	72	61	47	10	49	85	93	3	94	38	35	3	8	9	47	46	0.045493
ZOLL	2001-06-01T00:00:00	43	24	2	73	14	15	3	31	71	71	41	47	10	48	84	93	3	93	39	7	3	7	9	47	46	-0.006507
ZOLL	2001-06-08T00:00:00	42	19	2	74	14	17	4	8	72	72	41	45	10	48	75	93	3	93	40	8	3	8	8	47	46	0.129758
ZOLL	2001-06-15T00:00:00	43	20	6	74	8	13	3	29	64	64	45	45	10	49	71	93	3	93	39	6	3	7	7	47	46	-0.044565
ZOLL	2001-06-22T00:00:00	43	20	4	75	10	16	9	40	60	60	44	45	10	49	74	93	3	93	39	10	2	8	7	47	46	-0.020857
ZOLL	2001-06-29T00:00:00	43	19	7	74	7	15	14	27	57	57	46	46	10	49	71	93	3	93	39	10	1	10	5	47	46	0.063129
ZOLL	2001-07-06T00:00:00	43	21	3	74	11	16	17	73	56	56	42	46	10	49	55	93	3	93	39	12	1	11	5	47	46	-0.08306
ZOLL	2001-07-13T00:00:00	43	19	20	74	2	17	35	56	55	55	59	46	10	48	63	93	3	93	39	21	1	8	5	47	46	0.011124
ZOLL	2001-07-20T00:00:00	42	11	1	74	16	17	44	2	76	76	38	42	10	42	49	93	3	92	40	25	4	9	11	47	46	0.335167
ZOLL	2001-07-27T00:00:00	42	11	3	74	11	18	54	4	75	75	44	42	10	42	47	93	3	92	40	33	5	14	18	47	46	0.027075
ZOLL	2001-08-03T00:00:00	42	12	1	73	15	22	80	35	76	76	40	42	10	43	31	93	3	92	39	50	5	17	16	47	46	-0.058453
ZOLL	2001-08-10T00:00:00	42	12	9	72	5	23	73	68	75	75	15	43	12	44	36	93	3	92	39	46	5	14	10	47	46	-0.048691
ZOLL	2001-08-17T00:00:00	49	11	13	43	3	23	61	23	74	74	37	42	16	56	22	85	4	93	32	40	5	12	10	47	46	0.057262
ZOLL	2001-08-24T00:00:00	49	9	3	43	10	26	70	4	73	73	33	42	16	56	27	85	4	93	31	46	5	12	10	47	46	0.087746
ZOLL	2001-08-31T00:00:00	49	9	8	43	6	22	35	34	73	73	35	42	16	66	31	29	4	93	28	26	3	11	10	47	46	-0.044228
ZOLL	2001-09-07T00:00:00	49	10	2	42	13	24	40	56	73	73	26	42	16	67	18	29	4	93	30	29	4	8	9	47	46	-0.051804
ZOLL	2001-09-14T00:00:00	49	10	11	42	4	59	99	54	72	72	37	42	16	67	17	29	4	93	28	82	6	13	22	47	46	-0.002455
ZOLL	2001-09-21T00:00:00	50	11	3	42	12	63	99	57	69	69	27	42	16	67	16	29	4	93	28	84	16	13	48	47	46	-0.147692
ZOLL	2001-09-28T00:00:00	49	7	15	42	3	51	93	3	74	74	41	39	16	67	5	29	4	92	30	75	14	12	48	47	46	0.285199

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