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	2005-08-05T00:00:00	28	47	17	23	4	15	52	38	36	36	69	57	41	19	25	82	18	74	23	30	28	32	14	43	56	-0.014359
ZOLL	2005-08-12T00:00:00	27	44	2	93	24	21	68	25	35	35	31	56	44	21	14	94	14	96	19	44	29	31	15	40	52	0.022787
ZOLL	2005-08-19T00:00:00	27	44	11	93	8	19	64	42	35	35	38	56	44	22	16	93	14	96	19	40	32	32	16	40	49	-0.016801
ZOLL	2005-08-26T00:00:00	27	44	18	93	3	29	85	47	33	33	45	56	44	37	12	99	14	96	19	58	32	30	14	41	49	-0.009287
ZOLL	2005-09-02T00:00:00	27	41	22	93	2	17	38	50	31	31	49	56	44	37	11	99	14	96	20	24	31	31	14	44	50	0.012373
ZOLL	2005-09-09T00:00:00	27	43	4	93	19	16	40	42	28	28	31	56	44	37	8	98	14	96	20	24	26	31	17	44	50	0.017778
ZOLL	2005-09-16T00:00:00	27	43	4	93	22	25	68	19	25	25	32	56	44	38	9	99	14	96	20	46	34	37	17	38	49	0.025473
ZOLL	2005-09-23T00:00:00	27	46	3	93	26	30	69	71	32	32	30	56	44	38	9	99	14	96	19	50	28	32	16	38	51	-0.05252
ZOLL	2005-09-30T00:00:00	27	45	12	93	8	29	65	82	29	29	40	57	44	38	11	99	13	96	20	47	26	31	23	36	53	-0.017603
ZOLL	2005-10-07T00:00:00	27	46	10	93	11	36	75	83	29	29	39	57	44	38	12	99	13	96	20	57	27	30	19	37	57	-0.039268
ZOLL	2005-10-14T00:00:00	27	47	9	93	14	33	71	64	28	28	16	57	44	59	14	99	14	96	20	52	31	34	19	40	61	-0.011905
ZOLL	2005-10-21T00:00:00	27	46	13	93	8	32	64	52	25	25	22	57	44	59	14	99	14	96	20	47	33	30	19	47	57	0.002008
ZOLL	2005-10-28T00:00:00	27	46	18	93	4	34	59	58	23	23	27	57	44	59	13	99	14	96	20	46	33	29	19	47	58	-0.001603
ZOLL	2005-11-04T00:00:00	27	47	16	93	5	36	63	91	24	24	24	59	45	59	17	99	14	97	19	50	37	47	15	43	56	-0.045363
ZOLL	2005-11-11T00:00:00	27	48	10	93	13	49	79	88	22	22	17	59	45	60	28	99	14	97	20	66	47	48	15	52	46	-0.019344
ZOLL	2005-11-18T00:00:00	27	47	16	93	6	37	44	31	36	36	20	58	46	59	19	99	14	96	21	39	18	40	8	75	82	0.066895
ZOLL	2005-11-25T00:00:00	28	44	18	93	5	29	27	33	34	34	21	58	47	59	16	97	14	96	21	25	16	48	10	76	74	0.015273
ZOLL	2005-12-02T00:00:00	28	46	6	93	18	25	23	14	36	36	14	57	47	59	15	97	14	96	21	21	14	42	10	73	79	0.049089
ZOLL	2005-12-09T00:00:00	28	45	10	93	12	26	28	22	34	34	17	57	47	58	12	97	14	96	22	24	11	55	11	74	78	0.011698
ZOLL	2005-12-16T00:00:00	42	45	12	39	10	29	41	33	32	32	61	57	33	55	15	90	16	97	15	32	19	49	13	79	75	-0.010444
ZOLL	2005-12-23T00:00:00	43	46	20	39	4	29	39	77	35	35	69	58	33	55	20	91	16	97	15	31	22	35	14	83	74	-0.038447
ZOLL	2005-12-30T00:00:00	43	47	20	39	4	18	14	74	35	35	55	58	35	54	25	91	16	97	15	13	26	38	14	85	73	-0.012544
ZOLL	2006-01-06T00:00:00	43	48	21	39	4	16	14	87	32	32	54	59	35	52	29	91	16	97	15	12	14	62	8	82	83	-0.00397
ZOLL	2006-01-13T00:00:00	42	46	15	39	9	29	49	46	32	32	71	59	35	58	29	91	16	97	15	36	23	51	4	85	84	0.032682
ZOLL	2006-01-20T00:00:00	43	48	20	39	5	31	50	74	33	33	74	59	35	56	29	91	16	97	15	39	17	52	5	86	87	-0.023929
ZOLL	2006-01-27T00:00:00	43	48	2	39	36	45	74	46	29	29	53	59	35	56	25	91	16	97	15	62	18	60	7	89	91	0.034401
ZOLL	2006-02-03T00:00:00	43	47	12	39	12	50	76	36	27	27	66	59	35	56	22	91	16	97	15	65	16	60	10	86	91	0.009174
ZOLL	2006-02-10T00:00:00	33	49	6	83	23	46	71	18	24	24	45	58	30	53	22	97	16	95	22	60	18	65	10	85	83	0.026515
ZOLL	2006-02-17T00:00:00	34	48	23	83	3	32	37	77	28	28	50	59	30	54	33	24	15	95	33	31	24	56	11	86	87	-0.039483
ZOLL	2006-02-24T00:00:00	33	48	17	83	7	29	29	69	27	27	49	59	30	54	33	25	15	95	33	24	25	56	17	82	87	0.001537
ZOLL	2006-03-03T00:00:00	33	50	4	82	29	24	18	67	24	24	42	59	30	54	37	25	15	95	33	17	24	55	17	79	88	-0.001151
ZOLL	2006-03-10T00:00:00	33	49	5	82	26	32	40	13	26	26	43	58	31	55	50	25	16	95	33	34	27	62	8	58	92	0.040707
ZOLL	2006-03-17T00:00:00	33	49	14	80	11	26	27	53	25	25	49	59	31	58	68	24	16	95	33	22	24	47	11	51	90	-0.008856
ZOLL	2006-03-24T00:00:00	33	49	14	80	10	31	43	31	23	23	51	58	31	58	61	24	16	95	33	35	21	45	11	47	92	0.019732
ZOLL	2006-03-31T00:00:00	34	50	14	79	10	38	56	88	27	27	52	60	31	59	74	95	16	95	33	47	27	40	14	21	85	-0.038335
ZOLL	2006-04-07T00:00:00	34	53	1	79	42	47	73	74	25	25	38	60	31	57	56	95	16	95	35	63	28	46	15	20	83	-0.013288
ZOLL	2006-04-14T00:00:00	34	52	3	78	37	29	37	51	25	25	44	60	31	53	49	95	16	95	35	29	28	49	14	22	79	0.00808
ZOLL	2006-04-21T00:00:00	33	51	12	78	13	28	38	35	25	25	50	59	31	52	51	95	16	95	35	30	25	52	16	33	83	0.034351
ZOLL	2006-04-28T00:00:00	33	51	11	78	14	29	38	61	23	23	50	60	31	53	63	95	16	95	35	30	27	55	12	30	65	-0.02214
ZOLL	2006-05-05T00:00:00	33	50	1	79	43	45	77	19	30	30	43	59	32	54	46	95	16	95	35	64	23	50	27	27	52	0.06717
ZOLL	2006-05-12T00:00:00	40	52	5	72	29	39	51	17	26	26	65	58	44	54	45	82	17	96	39	44	23	51	26	27	51	-0.009901
ZOLL	2006-05-19T00:00:00	40	49	4	73	33	46	61	4	25	25	40	57	44	55	28	41	17	96	40	54	59	79	24	13	60	0.041429
ZOLL	2006-05-26T00:00:00	39	44	22	74	5	28	22	4	25	25	64	57	45	56	24	40	17	95	41	21	63	84	33	11	60	0.033951
ZOLL	2006-06-02T00:00:00	39	44	22	74	4	27	26	8	24	24	64	57	45	56	23	38	17	95	40	23	68	93	43	9	56	0.021891
ZOLL	2006-06-09T00:00:00	39	41	21	75	5	31	42	4	20	20	63	56	45	56	20	38	17	95	41	34	77	94	33	6	41	0.023044
ZOLL	2006-06-16T00:00:00	39	42	21	75	4	40	57	47	28	28	63	56	45	56	18	38	17	95	40	49	74	91	43	2	35	-0.048223
ZOLL	2006-06-23T00:00:00	39	41	2	75	33	32	40	5	30	30	36	55	45	56	11	37	17	95	41	33	65	89	29	2	35	0.055
ZOLL	2006-06-30T00:00:00	39	41	9	75	14	50	74	22	26	26	49	55	45	56	8	37	17	95	42	63	64	88	31	2	36	0.035071
ZOLL	2006-07-07T00:00:00	38	36	12	75	9	55	82	5	24	24	54	54	46	54	8	36	17	95	43	72	65	92	29	2	35	0.027167
ZOLL	2006-07-14T00:00:00	38	37	11	75	10	71	95	13	23	23	74	53	46	51	8	36	17	95	43	88	62	81	41	2	38	-0.010698
ZOLL	2006-07-21T00:00:00	38	37	4	75	21	75	96	17	21	21	70	53	46	48	6	36	17	94	43	90	48	72	43	1	53	0.003605
ZOLL	2006-07-28T00:00:00	38	34	19	74	4	77	96	26	18	18	77	53	46	49	4	36	17	95	43	90	67	77	52	1	47	0.031727
ZOLL	2006-08-04T00:00:00	36	31	1	73	31	86	98	4	26	26	67	52	47	50	3	37	17	94	46	95	57	77	47	2	31	0.085292
ZOLL	2006-08-11T00:00:00	38	33	9	67	12	83	84	13	26	26	74	52	49	49	3	45	18	94	27	88	63	85	41	2	28	-0.012029
ZOLL	2006-08-18T00:00:00	37	30	19	67	4	88	97	10	26	26	77	51	50	72	3	69	18	94	31	95	59	88	40	2	33	0.054924
ZOLL	2006-08-25T00:00:00	37	31	17	67	4	88	93	46	27	27	77	52	50	72	5	83	18	95	31	93	61	85	43	2	30	-0.028725
ZOLL	2006-09-01T00:00:00	37	32	11	67	9	90	97	60	24	24	73	52	50	72	6	86	18	95	30	96	57	83	48	2	24	0.004225
ZOLL	2006-09-08T00:00:00	38	34	14	67	6	91	97	81	29	29	75	53	50	72	10	86	18	95	30	96	58	87	47	5	17	-0.042861
ZOLL	2006-09-15T00:00:00	38	34	20	67	3	94	94	64	27	27	77	53	50	72	8	86	18	95	31	96	63	84	58	5	13	0.02033
ZOLL	2006-09-22T00:00:00	38	37	12	66	8	92	90	87	31	31	73	53	50	72	23	86	18	95	30	93	70	94	76	11	10	-0.044157
ZOLL	2006-09-29T00:00:00	38	39	5	66	18	95	99	74	30	30	69	54	50	72	26	86	18	95	30	98	84	94	78	14	6	0.010986
ZOLL	2006-10-06T00:00:00	38	35	23	66	2	96	97	61	30	30	78	53	50	72	36	86	18	95	31	98	84	93	78	11	5	0.011981
ZOLL	2006-10-13T00:00:00	38	37	12	67	7	98	97	47	25	25	69	54	50	63	31	86	18	95	31	99	84	91	77	11	5	0.025606
ZOLL	2006-10-20T00:00:00	39	36	23	67	2	97	87	72	25	25	78	54	50	63	46	85	18	95	31	95	81	95	79	15	6	-0.01745
ZOLL	2006-10-27T00:00:00	38	35	7	67	12	96	68	23	28	28	63	53	50	63	47	85	18	95	32	87	76	96	77	20	4	0.051093
ZOLL	2006-11-03T00:00:00	38	34	6	66	14	94	44	21	25	25	63	53	50	63	61	84	18	95	32	73	75	96	77	22	2	0.007278
ZOLL	2006-11-10T00:00:00	38	30	13	65	6	94	45	11	28	28	73	52	49	63	64	84	17	95	34	74	76	96	79	27	2	0.04929
ZOLL	2006-11-17T00:00:00	37	18	14	65	5	87	27	1	68	68	75	49	50	62	29	84	17	94	38	58	78	86	86	10	11	0.241761
ZOLL	2006-11-24T00:00:00	37	16	15	64	4	87	30	4	67	67	75	48	50	62	27	78	17	94	38	60	76	86	84	10	9	0.031095
ZOLL	2006-12-01T00:00:00	37	17	14	64	4	87	39	12	66	66	76	48	50	60	32	82	17	94	37	65	74	84	84	9	13	-0.006915
ZOLL	2006-12-08T00:00:00	36	15	22	65	2	87	48	8	65	65	80	48	49	60	24	82	17	94	38	71	69	84	82	14	15	0.046809
ZOLL	2006-12-15T00:00:00	55	17	3	54	19	82	34	7	64	64	73	46	59	37	27	53	19	94	29	60	68	82	83	14	16	0.03677
ZOLL	2006-12-22T00:00:00	54	16	2	54	22	90	70	7	63	63	71	46	59	37	22	33	19	94	25	84	68	82	82	14	14	0.016218
ZOLL	2006-12-29T00:00:00	54	15	20	54	2	92	78	11	62	62	83	46	59	37	24	34	19	94	26	89	68	82	82	14	15	0.021396
ZOLL	2007-01-05T00:00:00	54	16	2	54	20	94	87	23	62	62	70	46	59	35	31	34	19	94	27	93	66	83	80	20	27	-0.006868
ZOLL	2007-01-12T00:00:00	52	12	12	54	5	99	99	5	64	64	77	45	59	31	16	34	19	94	28	100	80	89	71	24	37	0.105982
ZOLL	2007-01-19T00:00:00	51	11	18	54	2	99	98	4	63	63	81	44	59	30	13	34	19	93	29	99	83	84	70	26	37	0.047366
ZOLL	2007-01-26T00:00:00	51	11	16	54	3	99	97	23	54	54	79	44	59	30	14	34	19	93	28	99	67	74	65	25	37	-0.014328
ZOLL	2007-02-02T00:00:00	52	13	5	54	12	99	97	71	55	55	69	45	59	30	22	34	19	94	28	99	64	84	64	22	54	-0.023925
ZOLL	2007-02-09T00:00:00	34	15	4	24	14	99	97	51	52	52	42	45	55	21	21	20	17	66	71	99	64	83	64	24	54	0.010084
ZOLL	2007-02-16T00:00:00	34	15	6	24	10	99	97	80	53	53	50	45	51	21	49	19	17	67	71	99	54	78	54	36	56	-0.024574
ZOLL	2007-02-23T00:00:00	35	17	12	24	4	99	96	95	54	54	53	46	51	21	57	17	17	67	71	99	70	81	60	34	74	-0.040151
ZOLL	2007-03-02T00:00:00	35	21	2	24	19	99	93	98	63	63	45	47	51	22	74	18	17	67	71	98	34	79	49	35	73	-0.117782
ZOLL	2007-03-09T00:00:00	35	19	22	24	1	99	98	82	62	62	60	47	50	22	68	19	17	67	72	99	32	77	50	35	73	0.021197
ZOLL	2007-03-16T00:00:00	35	22	8	23	7	100	98	93	63	63	49	48	49	24	86	21	17	67	71	100	28	58	54	29	68	-0.048434
ZOLL	2007-03-23T00:00:00	35	23	9	23	7	99	95	89	55	55	51	48	50	25	79	22	17	67	71	99	35	55	52	26	67	0.008037
ZOLL	2007-03-30T00:00:00	36	22	2	23	19	98	70	61	52	52	42	48	49	25	88	24	17	67	71	87	32	54	52	26	67	0.011769
ZOLL	2007-04-06T00:00:00	36	24	6	23	10	98	71	91	52	52	49	49	49	25	92	22	17	68	71	88	35	53	54	21	68	-0.028893
ZOLL	2007-04-13T00:00:00	36	25	3	23	16	96	48	60	52	52	50	49	49	22	93	22	17	68	71	75	39	50	56	17	77	0.014297
ZOLL	2007-04-20T00:00:00	35	20	16	23	2	91	22	22	57	57	57	48	49	20	92	22	17	67	71	58	36	46	55	15	80	0.058667
ZOLL	2007-04-27T00:00:00	36	26	4	23	13	80	11	90	63	63	53	49	49	20	98	22	17	68	71	44	42	50	51	9	72	-0.082044
ZOLL	2007-05-04T00:00:00	36	34	3	23	16	81	15	98	67	67	50	51	49	21	99	23	17	69	70	47	49	43	37	17	72	-0.096041
ZOLL	2007-05-11T00:00:00	43	38	2	71	17	73	12	96	64	64	76	51	48	21	99	22	16	94	62	41	52	47	34	15	77	-0.031657
ZOLL	2007-05-18T00:00:00	44	37	21	72	2	68	10	89	62	62	86	51	48	22	100	21	17	94	62	37	53	46	34	13	81	-0.017465
ZOLL	2007-05-25T00:00:00	44	35	21	73	2	72	18	68	61	61	86	51	48	22	100	38	17	94	63	44	53	46	34	13	82	0.011851
ZOLL	2007-06-01T00:00:00	45	45	2	73	19	62	9	98	62	62	64	52	49	22	100	37	17	95	62	34	51	39	34	7	69	-0.064414
ZOLL	2007-06-08T00:00:00	46	43	18	73	2	63	20	91	59	59	84	52	49	22	99	37	17	95	62	40	51	40	33	7	68	-0.025036
ZOLL	2007-06-15T00:00:00	46	43	7	74	9	75	58	63	62	62	73	52	49	23	99	38	17	95	62	69	51	41	33	7	67	0.030617
ZOLL	2007-06-22T00:00:00	46	44	3	74	16	52	10	55	59	59	67	52	49	23	99	38	17	95	63	28	51	39	33	7	67	-0.011979
ZOLL	2007-06-29T00:00:00	45	35	23	74	1	36	3	8	66	66	89	51	49	23	99	37	17	95	63	16	53	45	31	3	70	0.081959

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