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 ⌀
ZLC	2003-07-25T00:00:00	44	81	46	43	13	48	43	41	41	41	60	21	73	96	35	38	33	27	56	45	25	90	60	29	68	0.000642
ZLC	2003-08-01T00:00:00	43	81	46	42	24	58	62	28	39	39	51	21	73	96	38	38	33	7	56	63	39	96	66	29	68	0.016478
ZLC	2003-08-08T00:00:00	42	80	45	41	10	57	57	21	38	38	84	20	72	96	33	38	33	32	56	59	27	93	65	29	68	0.004421
ZLC	2003-08-15T00:00:00	40	81	45	40	19	59	62	41	37	37	83	21	71	89	28	37	33	15	56	63	34	94	68	29	68	0.012366
ZLC	2003-08-22T00:00:00	40	81	45	39	13	65	75	38	35	35	84	21	71	90	32	37	33	28	57	74	34	93	68	29	68	0.02381
ZLC	2003-08-29T00:00:00	40	79	45	39	2	85	93	31	34	34	89	21	71	90	29	35	33	71	56	92	28	96	66	29	68	0.030334
ZLC	2003-09-05T00:00:00	40	82	45	39	18	83	90	69	32	32	79	21	71	90	33	35	33	16	56	89	32	96	71	29	68	-0.018842
ZLC	2003-09-12T00:00:00	41	82	45	39	13	84	87	92	25	25	82	21	71	90	34	36	33	28	55	88	41	95	67	20	21	-0.041408
ZLC	2003-09-19T00:00:00	41	82	45	39	4	82	80	86	23	23	88	22	71	90	40	35	33	56	56	84	46	96	67	18	22	0.003339
ZLC	2003-09-26T00:00:00	41	83	45	39	10	82	79	84	27	27	82	22	52	90	43	43	33	35	55	84	37	95	68	17	25	-0.058444
ZLC	2003-10-03T00:00:00	41	84	45	39	11	83	85	79	26	26	81	22	52	90	68	37	33	33	69	87	49	97	66	15	25	0.024961
ZLC	2003-10-10T00:00:00	33	82	55	34	6	83	73	54	26	26	48	24	54	86	60	75	41	45	74	82	51	98	75	17	24	0.024569
ZLC	2003-10-17T00:00:00	33	82	56	34	5	83	71	46	25	25	45	23	54	85	55	75	41	51	74	80	51	99	74	19	22	0.01178
ZLC	2003-10-24T00:00:00	33	83	55	34	26	83	75	51	24	24	41	23	55	91	58	75	41	6	74	82	54	99	81	19	21	-0.014553
ZLC	2003-10-31T00:00:00	33	81	55	34	4	77	50	15	34	34	47	23	55	85	63	75	41	59	75	66	47	95	83	26	22	0.091983
ZLC	2003-11-07T00:00:00	33	80	55	34	5	66	23	25	32	32	46	23	55	81	66	75	41	50	75	44	43	95	83	26	23	0.023957
ZLC	2003-11-14T00:00:00	33	79	56	32	5	62	22	13	30	30	28	23	54	81	55	76	42	52	75	41	46	94	86	22	22	0.028302
ZLC	2003-11-21T00:00:00	33	79	56	32	4	54	19	26	28	28	29	22	54	81	47	75	42	58	74	34	38	93	83	27	18	-0.009174
ZLC	2003-11-28T00:00:00	33	79	56	32	3	52	20	55	26	26	31	23	54	80	50	76	42	66	74	33	55	90	57	27	34	0.002778
ZLC	2003-12-05T00:00:00	33	83	57	32	22	57	34	78	28	28	25	23	70	87	70	99	42	11	44	45	50	94	40	28	34	-0.038781
ZLC	2003-12-12T00:00:00	25	80	30	18	8	58	38	58	27	27	8	23	63	90	65	98	44	40	53	48	41	92	46	31	29	0.018252
ZLC	2003-12-19T00:00:00	25	79	30	19	5	57	40	46	25	25	10	23	63	90	67	98	44	51	51	48	41	92	46	31	29	0.006604
ZLC	2003-12-26T00:00:00	25	81	30	19	12	71	76	82	27	27	6	24	63	92	74	98	44	29	51	77	44	91	40	30	30	-0.022306
ZLC	2004-01-02T00:00:00	25	81	30	19	11	70	74	77	27	27	7	24	63	92	80	98	44	31	51	75	47	87	34	28	33	0.007094
ZLC	2004-01-09T00:00:00	25	82	30	19	14	76	82	57	20	20	5	24	63	92	80	98	44	24	50	82	48	85	33	28	28	0.025128
ZLC	2004-01-16T00:00:00	25	82	30	19	6	77	79	89	22	22	13	24	63	90	84	97	44	47	50	82	51	88	37	28	33	-0.033798
ZLC	2004-01-23T00:00:00	24	82	30	19	6	70	61	48	23	23	13	24	63	91	82	96	44	46	50	68	48	83	31	22	38	0.038824
ZLC	2004-01-30T00:00:00	24	83	30	19	20	61	33	42	20	20	5	24	63	93	82	96	44	15	50	46	49	86	32	21	39	0
ZLC	2004-02-06T00:00:00	24	82	30	19	5	62	39	25	20	20	13	24	63	90	82	96	44	48	50	50	51	88	34	22	37	0.021277
ZLC	2004-02-13T00:00:00	24	81	30	18	11	67	49	20	18	18	9	24	63	92	79	96	44	33	51	60	45	87	38	21	45	0.031703
ZLC	2004-02-20T00:00:00	23	80	30	18	3	56	25	38	19	19	18	24	63	89	77	95	44	67	51	38	45	84	43	21	45	-0.012291
ZLC	2004-02-27T00:00:00	23	81	30	18	13	53	24	27	18	18	7	24	63	92	76	94	44	27	51	35	44	84	46	22	44	0.016711
ZLC	2004-03-05T00:00:00	23	81	30	18	20	56	39	18	19	19	4	23	63	93	71	67	44	15	57	48	49	85	41	21	54	0.046512
ZLC	2004-03-12T00:00:00	99	62	45	95	21	40	16	10	17	17	72	23	61	99	65	63	43	16	49	25	35	41	31	61	86	0.006683
ZLC	2004-03-19T00:00:00	99	59	45	95	10	48	38	11	16	16	77	23	62	99	57	67	44	38	50	42	49	44	50	57	87	0.016598
ZLC	2004-03-26T00:00:00	99	63	45	95	27	54	49	43	16	16	68	23	61	99	56	57	43	10	47	53	53	41	55	64	85	-0.021878
ZLC	2004-04-02T00:00:00	99	62	45	95	10	60	65	52	14	14	79	24	61	99	53	59	44	41	47	66	54	42	56	66	85	0.022033
ZLC	2004-04-09T00:00:00	99	60	45	95	3	65	73	58	13	13	85	24	61	99	56	59	44	72	47	73	50	44	49	70	86	-0.007023
ZLC	2004-04-16T00:00:00	99	63	46	94	7	64	66	67	15	15	78	24	61	99	59	59	44	48	47	68	51	48	49	66	86	-0.032895
ZLC	2004-04-23T00:00:00	99	61	46	94	10	67	70	41	14	14	77	24	61	99	58	58	44	40	48	72	47	49	45	60	86	0.02415
ZLC	2004-04-30T00:00:00	99	64	46	94	29	73	78	73	26	26	75	24	61	99	64	58	44	11	47	79	29	43	55	51	88	-0.071405
ZLC	2004-05-07T00:00:00	99	64	45	95	4	77	86	69	25	25	83	24	62	98	67	58	44	64	49	85	29	41	56	49	87	-0.026824
ZLC	2004-05-14T00:00:00	99	65	46	95	17	81	90	61	21	21	92	24	64	98	70	57	45	29	56	89	30	40	57	50	91	-0.008637
ZLC	2004-05-21T00:00:00	99	65	46	96	18	77	78	73	19	19	92	25	64	98	72	58	45	26	55	81	25	39	51	32	91	-0.020575
ZLC	2004-05-28T00:00:00	99	66	46	96	18	73	65	57	20	20	92	25	64	98	71	57	45	27	55	73	20	39	47	26	90	0.03274
ZLC	2004-06-04T00:00:00	99	65	46	96	18	71	59	47	20	20	92	25	64	98	68	47	45	28	60	68	22	39	40	29	84	0.009163
ZLC	2004-06-11T00:00:00	44	65	53	42	8	65	45	41	20	20	89	25	67	98	72	30	45	47	55	56	22	39	40	29	84	0.006719
ZLC	2004-06-18T00:00:00	44	67	53	42	35	70	58	66	20	20	71	25	67	98	70	26	45	2	56	66	21	38	53	30	86	-0.021284
ZLC	2004-06-25T00:00:00	45	67	53	42	4	56	38	83	18	18	94	25	67	98	66	54	45	69	56	46	25	45	41	33	81	-0.017693
ZLC	2004-07-02T00:00:00	45	69	53	43	16	50	37	75	16	16	83	25	67	98	54	54	45	32	54	43	25	45	40	34	87	-0.007129
ZLC	2004-07-09T00:00:00	45	69	53	42	14	54	42	80	15	15	85	26	67	98	59	53	45	35	57	47	25	56	49	19	92	-0.04006
ZLC	2004-07-16T00:00:00	43	66	53	42	26	48	32	14	31	31	78	25	67	98	49	53	45	16	58	37	27	65	68	17	93	0.073622
ZLC	2004-07-23T00:00:00	44	65	53	42	7	50	36	53	33	33	89	25	68	98	54	53	45	50	57	41	24	67	71	19	91	-0.048772
ZLC	2004-07-30T00:00:00	42	65	53	41	26	55	45	17	34	34	78	24	68	98	45	53	45	17	58	50	26	75	69	21	91	0.046261
ZLC	2004-08-06T00:00:00	41	65	53	40	11	57	51	59	35	35	84	25	68	98	49	53	45	39	58	54	21	70	58	32	89	-0.060427
ZLC	2004-08-13T00:00:00	40	66	53	39	20	50	36	68	34	34	55	25	69	94	56	54	45	26	56	41	19	69	69	30	91	-0.032549
ZLC	2004-08-20T00:00:00	40	63	53	39	5	41	21	22	40	40	64	25	69	94	49	54	45	57	57	28	20	71	49	30	95	0.083502
ZLC	2004-08-27T00:00:00	39	62	52	39	6	40	23	25	37	37	63	25	69	94	44	54	45	53	58	29	19	69	50	28	95	0.018331
ZLC	2004-09-03T00:00:00	40	66	53	39	26	34	20	53	36	36	53	25	69	94	56	54	45	16	57	24	17	69	48	28	96	-0.012491
ZLC	2004-09-10T00:00:00	40	63	53	38	6	57	70	58	35	35	64	25	69	94	64	54	45	53	56	66	17	70	50	29	96	0.010045
ZLC	2004-09-17T00:00:00	40	65	53	38	20	47	48	50	34	34	55	25	69	93	63	54	45	24	56	46	17	75	51	30	96	0.008471
ZLC	2004-09-24T00:00:00	40	66	52	38	26	58	72	37	31	31	52	25	69	93	64	49	45	15	56	67	13	63	42	28	87	0.000365
ZLC	2004-10-01T00:00:00	39	61	52	38	10	48	49	24	31	31	62	24	63	93	58	47	45	41	66	47	14	81	43	35	82	0.048193
ZLC	2004-10-08T00:00:00	40	65	53	38	4	44	39	78	34	34	71	25	63	93	60	47	45	66	65	40	11	84	44	36	81	-0.048763
ZLC	2004-10-15T00:00:00	34	70	54	40	9	57	75	87	35	35	65	26	55	94	69	60	41	42	62	69	13	80	44	35	82	-0.042841
ZLC	2004-10-22T00:00:00	33	71	54	40	25	60	73	51	34	34	54	25	55	94	57	60	41	15	62	70	15	80	42	36	69	0.026014
ZLC	2004-10-29T00:00:00	33	68	53	40	6	54	55	19	34	34	69	24	55	94	42	60	41	53	63	55	19	82	42	43	68	0.063386
ZLC	2004-11-05T00:00:00	33	66	54	40	29	53	49	16	34	34	51	24	55	94	30	60	41	10	64	51	21	72	49	49	68	0.0554
ZLC	2004-11-12T00:00:00	34	66	54	40	34	52	50	35	32	32	48	24	56	92	31	61	41	4	64	51	21	72	56	49	49	0.013289
ZLC	2004-11-19T00:00:00	34	68	54	39	18	57	60	75	35	35	55	25	57	92	36	61	41	27	63	61	17	60	62	55	46	-0.041967
ZLC	2004-11-26T00:00:00	34	70	54	39	34	65	73	53	34	34	48	25	57	92	42	61	41	3	62	72	11	60	51	49	50	0.027721
ZLC	2004-12-03T00:00:00	34	68	54	39	28	50	36	54	32	32	16	25	70	92	42	61	41	12	62	42	9	60	47	49	49	0.009324
ZLC	2004-12-10T00:00:00	22	67	48	18	18	39	22	27	29	29	10	24	59	87	33	59	46	26	57	27	7	58	46	49	56	0.014187
ZLC	2004-12-17T00:00:00	22	66	48	18	4	47	44	57	26	26	17	24	59	83	48	59	46	61	57	44	7	62	51	45	57	-0.002928
ZLC	2004-12-24T00:00:00	22	67	48	17	6	63	72	77	23	23	16	25	59	84	53	59	46	51	57	71	7	58	52	48	53	-0.010114
ZLC	2004-12-31T00:00:00	22	69	48	17	8	71	82	90	24	24	15	25	60	85	61	59	46	45	57	80	11	59	55	61	49	-0.015491
ZLC	2005-01-07T00:00:00	22	77	49	17	31	67	69	98	42	42	7	26	60	89	71	59	46	7	55	71	13	48	45	79	50	-0.118514
ZLC	2005-01-14T00:00:00	22	75	49	17	5	53	43	77	41	41	22	26	60	84	73	56	46	54	55	47	13	51	41	84	52	0.020889
ZLC	2005-01-21T00:00:00	22	76	48	17	21	55	54	81	39	39	10	26	60	88	78	56	46	19	56	56	4	48	41	84	49	-0.018973
ZLC	2005-01-28T00:00:00	22	75	49	17	7	55	50	69	37	37	19	26	60	85	83	49	46	46	56	53	4	47	45	88	53	-0.006447
ZLC	2005-02-04T00:00:00	22	77	49	17	12	60	65	75	34	34	16	27	60	86	79	49	46	37	56	65	1	52	46	90	57	0.011069
ZLC	2005-02-11T00:00:00	22	75	49	17	21	54	50	36	35	35	10	26	61	88	66	48	46	20	57	53	1	53	47	93	54	0.029068
ZLC	2005-02-18T00:00:00	22	68	48	17	10	47	32	4	50	50	17	25	62	86	49	48	46	40	58	37	2	75	44	98	53	0.115187
ZLC	2005-02-25T00:00:00	22	69	48	17	27	37	19	23	50	50	8	25	62	89	58	46	46	11	57	24	2	76	36	96	48	-0.016776
ZLC	2005-03-04T00:00:00	21	70	48	17	30	17	4	23	48	48	8	25	47	89	56	41	46	6	60	7	1	70	46	95	58	0.011375
ZLC	2005-03-11T00:00:00	99	74	44	95	8	21	10	58	47	47	62	26	54	95	50	30	46	44	44	12	1	69	47	94	56	-0.029772
ZLC	2005-03-18T00:00:00	99	73	44	94	3	21	12	30	40	40	76	26	54	95	37	35	46	60	45	14	1	75	41	93	48	0.00716
ZLC	2005-03-25T00:00:00	98	74	44	94	17	21	18	41	39	39	67	26	55	95	41	34	46	27	43	17	2	74	26	96	41	-0.014557
ZLC	2005-04-01T00:00:00	98	75	44	94	32	19	17	30	37	37	57	26	55	95	43	35	46	5	43	15	2	81	26	96	41	0.01168
ZLC	2005-04-08T00:00:00	98	73	44	94	10	26	39	44	35	35	71	26	55	95	41	35	46	40	43	29	2	76	26	96	38	-0.003056
ZLC	2005-04-15T00:00:00	98	75	44	94	31	64	86	61	38	38	66	26	56	96	41	35	46	6	43	78	2	68	35	95	35	-0.054155
ZLC	2005-04-22T00:00:00	98	73	44	94	11	59	79	66	35	35	69	26	56	96	38	35	46	38	43	72	4	66	28	95	33	-0.003601
ZLC	2005-04-29T00:00:00	98	72	44	94	5	61	78	68	23	23	71	26	56	96	45	35	46	57	43	72	6	60	50	97	18	-0.02313
ZLC	2005-05-06T00:00:00	98	70	44	94	7	55	65	16	34	34	71	25	56	95	33	35	46	48	43	61	9	62	66	97	30	0.076582
ZLC	2005-05-13T00:00:00	99	70	44	95	11	61	72	31	32	32	89	25	58	95	37	35	46	41	45	69	9	60	71	95	29	-0.012715
ZLC	2005-05-20T00:00:00	99	67	44	95	18	57	66	10	37	37	87	25	58	95	35	35	46	26	45	64	10	53	57	94	27	0.07379
ZLC	2005-05-27T00:00:00	99	66	44	95	12	63	68	26	36	36	89	25	58	95	31	35	46	39	45	68	10	54	57	95	27	0.005186
ZLC	2005-06-03T00:00:00	99	63	44	95	4	59	65	16	35	35	100	25	53	95	24	35	46	59	45	64	13	51	55	94	32	0.027411
ZLC	2005-06-10T00:00:00	45	66	48	30	33	50	46	11	35	35	69	24	59	94	17	37	43	7	54	47	12	40	54	90	34	0.040804
ZLC	2005-06-17T00:00:00	46	67	49	30	22	47	46	52	34	34	76	24	59	93	31	31	43	21	54	46	18	38	65	86	37	-0.013872

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