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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 ⌀
ZLAB	2024-02-09T00:00:00	23	40	10	22	66	56	80	98	68	68	72	36	74	36	67	23	11	72	31	71	36	51	28	51	18	-0.169778
ZLAB	2024-02-16T00:00:00	23	39	10	22	66	23	13	65	71	71	73	36	74	36	48	21	11	71	31	16	32	31	18	70	23	0.104925
ZLAB	2024-02-23T00:00:00	23	39	12	21	59	31	33	83	69	69	77	36	74	35	56	25	11	71	31	27	35	33	19	70	24	-0.033915
ZLAB	2024-03-01T00:00:00	19	36	21	31	39	29	25	28	65	65	77	35	95	28	43	13	16	74	25	23	33	25	18	69	21	0.058175
ZLAB	2024-03-08T00:00:00	19	37	17	31	56	23	15	92	65	65	74	37	95	34	81	14	16	74	25	16	29	34	22	75	18	-0.103791
ZLAB	2024-03-15T00:00:00	19	38	10	31	75	23	15	83	64	64	67	37	95	40	80	14	15	74	24	17	30	39	36	71	17	-0.023268
ZLAB	2024-03-22T00:00:00	18	42	14	31	61	20	10	96	65	65	73	38	95	37	86	14	15	75	23	13	32	29	43	63	18	-0.123985
ZLAB	2024-03-29T00:00:00	19	42	22	31	33	20	16	93	64	64	82	39	94	29	88	15	15	75	23	15	38	36	39	52	13	-0.009889
ZLAB	2024-04-05T00:00:00	18	44	9	31	76	13	4	88	62	62	70	39	94	39	86	15	15	75	23	7	43	34	44	48	15	-0.031211
ZLAB	2024-04-12T00:00:00	18	44	24	31	28	16	10	91	62	62	71	40	95	28	85	15	15	75	23	10	58	48	43	46	19	-0.077964
ZLAB	2024-04-19T00:00:00	18	44	17	31	51	16	11	74	60	60	56	40	95	34	78	15	15	75	23	11	58	52	41	46	19	-0.016771
ZLC	1998-01-09T00:00:00	35	73	52	43	9	54	54	42	40	40	23	30	66	79	53	54	44	34	58	61	38	45	56	29	68	-0.043011
ZLC	1998-01-16T00:00:00	35	73	52	43	9	54	54	10	40	40	44	30	66	79	53	54	44	34	58	60	38	45	56	29	68	0.10391
ZLC	1998-01-23T00:00:00	35	73	52	43	9	54	54	51	81	81	5	30	66	79	53	54	44	34	58	60	38	45	56	29	68	-0.020357
ZLC	1998-01-30T00:00:00	35	73	52	43	9	54	54	31	65	65	24	30	66	79	53	54	44	34	58	60	38	45	56	29	68	0.018203
ZLC	1998-02-06T00:00:00	35	73	52	43	9	54	54	41	49	49	8	30	66	79	53	54	44	34	58	60	38	45	56	29	68	0.028082
ZLC	1998-02-13T00:00:00	35	73	52	43	9	54	54	9	54	54	23	30	66	79	53	54	44	34	58	61	38	45	56	29	68	0.104177
ZLC	1998-02-20T00:00:00	35	73	52	43	9	54	54	38	59	59	27	30	66	79	53	54	44	34	58	60	38	45	56	29	68	-0.031425
ZLC	1998-02-27T00:00:00	35	73	52	43	9	54	54	25	51	51	3	30	66	79	53	54	44	34	58	60	38	45	56	29	68	0.032445
ZLC	1998-03-06T00:00:00	35	73	52	43	9	38	38	32	44	44	24	30	66	79	53	54	44	34	58	38	38	45	56	29	68	0.013519
ZLC	1998-03-13T00:00:00	94	73	68	38	9	91	91	20	38	38	61	30	66	91	53	54	17	80	58	91	38	45	56	29	68	0.037676
ZLC	1998-03-20T00:00:00	94	73	68	38	9	69	65	23	34	34	54	30	66	90	53	54	17	65	58	67	38	45	56	29	68	0.025641
ZLC	1998-03-27T00:00:00	94	73	69	37	9	68	65	59	32	32	12	30	66	89	53	54	17	13	58	67	38	45	56	29	68	-0.022933
ZLC	1998-04-03T00:00:00	94	73	71	38	9	65	64	71	30	30	28	30	66	88	53	54	18	31	58	65	38	45	56	29	68	-0.010644
ZLC	1998-04-10T00:00:00	94	73	70	38	9	89	90	56	28	28	8	30	66	88	53	54	18	8	58	90	38	45	56	29	68	0
ZLC	1998-04-17T00:00:00	94	73	71	39	9	75	76	49	26	26	59	30	66	88	53	54	18	64	58	76	38	45	56	29	68	0.010759
ZLC	1998-04-24T00:00:00	94	73	71	39	9	77	75	69	19	19	61	30	66	88	53	54	18	66	58	76	38	45	56	29	68	-0.027702
ZLC	1998-05-01T00:00:00	94	73	71	38	9	77	76	24	22	22	17	30	66	88	53	54	18	16	58	77	38	45	56	29	68	0.054807
ZLC	1998-05-08T00:00:00	95	73	70	39	9	80	80	27	19	19	28	30	66	89	53	54	18	26	58	81	38	45	56	29	68	0.002062
ZLC	1998-05-15T00:00:00	95	73	68	44	9	80	80	12	18	18	11	30	66	91	53	54	19	15	58	80	38	45	56	29	68	0.02908
ZLC	1998-05-22T00:00:00	95	73	67	44	9	68	57	12	15	15	46	30	66	92	53	54	18	75	58	63	38	45	56	29	68	0.012129
ZLC	1998-05-29T00:00:00	95	73	67	44	9	55	41	24	15	15	9	30	66	91	53	54	18	11	58	49	38	45	56	29	68	-0.01396
ZLC	1998-06-05T00:00:00	29	73	88	86	9	59	46	54	17	17	1	30	66	93	53	54	19	1	58	53	38	45	56	29	68	-0.030319
ZLC	1998-06-12T00:00:00	29	73	88	86	9	58	50	20	15	15	47	30	66	93	53	54	19	80	58	55	38	45	56	29	68	0.018733
ZLC	1998-06-19T00:00:00	29	73	88	87	9	47	39	30	14	14	2	30	66	93	53	54	19	3	58	43	38	45	56	29	68	-0.002029
ZLC	1998-06-26T00:00:00	30	73	88	87	9	68	70	17	15	15	40	30	66	93	53	54	19	63	58	70	38	45	56	29	68	0.040984
ZLC	1998-07-03T00:00:00	30	73	88	87	9	69	73	17	14	14	10	30	66	93	53	54	19	14	58	72	38	45	56	29	68	0.037417
ZLC	1998-07-10T00:00:00	30	73	88	87	9	79	86	32	11	11	43	30	66	93	53	54	19	74	58	83	38	45	56	29	68	-0.003825
ZLC	1998-07-17T00:00:00	30	73	88	87	9	85	91	42	10	10	7	30	66	93	53	54	19	9	58	89	38	45	56	29	68	-0.003779
ZLC	1998-07-24T00:00:00	30	73	88	87	9	84	86	84	33	33	13	30	66	93	53	54	19	18	58	86	38	45	56	29	68	-0.103279
ZLC	1998-07-31T00:00:00	30	73	88	87	9	74	67	22	34	34	41	30	66	93	53	54	19	66	58	72	38	45	56	29	68	0.057587
ZLC	1998-08-07T00:00:00	30	73	88	86	9	84	84	44	31	31	15	30	66	93	53	54	19	22	58	86	38	45	56	29	68	-0.032258
ZLC	1998-08-14T00:00:00	30	73	88	87	9	83	80	33	28	28	13	30	66	93	53	54	19	26	58	83	38	45	56	29	68	-0.012533
ZLC	1998-08-21T00:00:00	30	73	88	87	9	86	85	27	25	25	23	30	66	93	53	54	19	48	58	86	38	45	56	29	68	0.0106
ZLC	1998-08-28T00:00:00	30	73	88	87	9	89	88	80	53	53	30	30	66	93	53	54	19	69	58	90	38	45	56	29	68	-0.183713
ZLC	1998-09-04T00:00:00	30	73	88	87	9	85	80	24	53	53	19	30	66	93	53	54	19	37	58	84	38	45	56	29	68	0.068991
ZLC	1998-09-11T00:00:00	30	73	88	87	9	81	74	38	48	48	15	30	66	97	53	54	19	29	58	79	14	12	60	29	68	0.01202
ZLC	1998-09-18T00:00:00	30	73	88	87	30	52	33	43	43	43	15	30	66	97	53	54	19	29	58	42	15	15	63	29	68	-0.002345
ZLC	1998-09-25T00:00:00	30	73	88	87	32	82	76	25	43	43	12	30	66	97	53	54	19	26	58	81	11	12	68	29	68	0.063922
ZLC	1998-10-02T00:00:00	38	73	83	68	42	77	67	84	52	52	45	30	66	97	53	54	9	17	58	73	32	16	69	29	68	-0.144751
ZLC	1998-10-09T00:00:00	38	73	83	68	22	78	68	85	56	56	56	30	66	97	53	54	9	38	58	74	32	9	60	29	68	-0.177083
ZLC	1998-10-16T00:00:00	38	73	83	68	12	82	77	35	68	68	56	30	66	97	53	54	9	53	58	81	26	24	47	29	68	0.21519
ZLC	1998-10-23T00:00:00	38	73	84	68	6	50	33	22	64	64	57	30	66	97	53	54	9	80	58	41	22	35	48	29	68	0.10675
ZLC	1998-10-30T00:00:00	38	73	83	68	8	74	71	84	64	64	57	30	66	97	53	54	9	66	58	73	43	31	52	29	68	-0.1082
ZLC	1998-11-06T00:00:00	38	73	83	68	54	73	66	43	62	62	62	30	66	97	53	54	9	4	58	71	44	24	49	29	68	0.126646
ZLC	1998-11-13T00:00:00	39	73	83	66	18	74	59	49	61	61	88	30	66	95	53	54	9	43	58	68	44	26	49	29	68	-0.014089
ZLC	1998-11-20T00:00:00	40	73	82	66	15	82	77	14	60	60	91	30	66	95	53	54	9	46	58	82	41	23	60	29	68	0.061797
ZLC	1998-11-27T00:00:00	41	73	82	66	40	56	29	22	58	58	75	30	66	96	53	54	9	6	58	41	41	22	58	29	68	0.029064
ZLC	1998-12-04T00:00:00	31	55	83	43	25	40	20	16	56	56	51	16	66	77	53	54	15	29	58	29	43	22	55	29	68	0.0304
ZLC	1998-12-11T00:00:00	30	54	83	43	20	63	53	20	53	53	55	16	66	77	53	54	15	38	58	59	41	18	54	29	68	-0.002093
ZLC	1998-12-18T00:00:00	30	52	83	43	11	73	72	34	48	48	63	16	66	77	53	54	15	53	58	76	42	18	51	29	68	-0.008457
ZLC	1998-12-25T00:00:00	31	54	83	43	20	40	18	49	42	42	54	16	66	77	53	54	15	36	58	26	42	17	53	29	68	-0.006414
ZLC	1999-01-01T00:00:00	31	51	83	43	34	57	51	15	45	45	43	16	66	77	71	54	15	15	58	55	43	17	52	29	68	0.107334
ZLC	1999-01-08T00:00:00	31	48	83	43	7	56	52	26	37	37	69	16	66	76	62	54	15	66	58	55	40	20	52	29	68	0.031008
ZLC	1999-01-15T00:00:00	31	51	82	43	27	69	76	45	34	34	55	16	66	71	65	54	14	25	58	75	35	20	54	29	68	-0.03194
ZLC	1999-01-22T00:00:00	31	49	82	43	39	72	76	19	33	33	52	16	66	70	59	54	14	3	58	77	32	16	50	29	68	0.05822
ZLC	1999-01-29T00:00:00	31	49	82	43	33	80	81	56	34	34	54	16	66	70	39	54	14	16	58	83	36	18	50	29	68	-0.036698
ZLC	1999-02-05T00:00:00	31	49	82	43	14	80	86	62	34	34	59	16	66	57	48	54	14	46	58	85	36	21	49	29	68	-0.039985
ZLC	1999-02-12T00:00:00	30	45	82	43	12	78	75	24	33	33	59	15	66	57	37	54	14	52	58	78	32	23	49	29	68	0.041651
ZLC	1999-02-19T00:00:00	30	48	82	43	22	74	66	63	35	35	57	16	66	58	58	54	14	34	58	72	33	24	48	29	68	-0.047605
ZLC	1999-02-26T00:00:00	30	45	81	43	21	84	84	12	36	36	57	15	66	57	33	54	14	35	58	86	31	21	49	29	68	0.059968
ZLC	1999-03-05T00:00:00	99	45	62	36	9	85	80	10	37	37	61	15	66	58	28	54	49	57	58	86	31	19	48	29	68	0.066055
ZLC	1999-03-12T00:00:00	99	41	62	36	11	80	70	14	34	34	61	15	66	58	23	54	48	53	58	78	30	20	48	29	68	0.022995
ZLC	1999-03-19T00:00:00	99	47	62	36	33	85	83	52	36	36	51	15	66	59	33	54	48	13	58	87	32	21	48	29	68	-0.051877
ZLC	1999-03-26T00:00:00	98	43	62	37	9	78	63	27	35	35	63	15	66	60	37	54	48	57	58	73	32	21	50	29	68	0.029197
ZLC	1999-04-02T00:00:00	98	45	63	36	37	74	51	62	35	35	43	15	66	61	40	54	48	6	58	65	39	22	45	29	68	-0.035461
ZLC	1999-04-09T00:00:00	98	37	62	36	38	83	80	9	44	44	42	15	66	61	27	54	48	4	58	85	46	27	42	29	68	0.136
ZLC	1999-04-16T00:00:00	98	40	63	36	16	76	53	56	42	42	62	15	66	55	37	54	47	43	58	67	38	29	40	29	68	-0.048519
ZLC	1999-04-23T00:00:00	98	41	62	36	33	85	85	35	39	39	57	15	66	55	44	54	47	12	58	89	36	29	39	29	68	0.034014
ZLC	1999-04-30T00:00:00	98	42	63	35	27	90	92	58	36	36	59	15	66	56	41	54	48	24	58	94	36	28	34	29	68	-0.004947
ZLC	1999-05-07T00:00:00	98	45	63	35	37	90	91	69	35	35	70	16	66	56	47	54	48	6	58	93	66	57	53	29	68	-0.023114
ZLC	1999-05-14T00:00:00	98	43	61	36	28	85	72	49	32	32	84	16	66	57	45	54	48	24	58	82	55	42	26	29	68	0.020304
ZLC	1999-05-21T00:00:00	98	43	61	38	36	88	80	44	31	31	84	16	66	58	44	54	48	11	58	87	55	42	25	29	68	0.02319
ZLC	1999-05-28T00:00:00	98	40	60	38	12	84	62	32	29	29	95	15	66	58	46	54	48	51	58	76	55	40	22	29	68	0
ZLC	1999-06-04T00:00:00	98	41	60	38	29	91	91	47	29	29	86	15	66	53	58	54	48	21	58	93	51	36	24	29	68	-0.004823
ZLC	1999-06-11T00:00:00	36	42	75	56	12	85	65	55	28	28	68	15	66	49	63	54	72	51	58	78	32	43	22	29	68	-0.009798
ZLC	1999-06-18T00:00:00	36	50	76	58	30	86	69	89	26	26	48	16	66	50	65	54	72	20	58	81	48	83	33	29	68	-0.069053
ZLC	1999-06-25T00:00:00	36	42	75	58	19	83	62	27	31	31	59	15	66	49	61	54	72	37	58	77	63	48	55	29	68	0.074175
ZLC	1999-07-02T00:00:00	36	39	75	58	11	80	42	19	34	34	69	15	66	50	55	54	72	51	58	64	71	41	60	29	68	0.078947
ZLC	1999-07-09T00:00:00	36	44	75	58	16	79	55	58	36	36	62	16	66	50	69	54	72	40	58	70	44	79	54	29	68	-0.045756
ZLC	1999-07-16T00:00:00	36	39	75	57	19	81	57	15	41	41	59	15	66	49	57	54	72	35	58	72	29	80	61	29	68	0.09907
ZLC	1999-07-23T00:00:00	36	43	75	57	17	84	67	73	46	46	60	16	66	47	77	54	72	39	58	80	26	82	72	29	68	-0.081395
ZLC	1999-07-30T00:00:00	36	39	75	57	8	80	62	31	44	44	70	16	66	47	66	54	72	57	58	75	29	84	60	29	68	0.012658
ZLC	1999-08-06T00:00:00	36	48	76	57	14	79	53	87	50	50	22	16	66	54	81	54	72	42	58	70	40	79	69	29	68	-0.11095
ZLC	1999-08-13T00:00:00	35	48	76	56	21	67	19	79	48	48	14	16	66	56	84	54	72	30	58	42	38	76	76	29	68	-0.00703
ZLC	1999-08-20T00:00:00	34	47	75	55	11	81	62	76	46	46	20	16	66	58	80	54	72	51	58	75	39	76	78	29	68	-0.005324
ZLC	1999-08-27T00:00:00	34	47	75	55	38	85	79	39	44	44	1	16	66	58	88	54	72	1	58	85	35	77	85	29	68	0.02494
ZLC	1999-09-03T00:00:00	35	47	76	55	9	78	50	66	42	42	25	17	66	58	84	54	72	54	58	67	36	83	86	29	68	-0.022556
ZLC	1999-09-10T00:00:00	34	43	75	54	34	87	82	19	45	45	4	16	66	59	84	54	72	8	58	87	26	86	84	29	68	0.081676
ZLC	1999-09-17T00:00:00	34	38	75	54	13	78	44	11	43	43	21	16	66	59	74	54	72	45	58	63	24	88	85	29	68	0.039409

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