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	2001-08-24T00:00:00	41	62	53	39	11	49	48	64	17	17	53	22	57	92	46	89	37	29	24	47	14	17	13	29	68	-0.016303
ZLC	2001-08-31T00:00:00	40	57	52	39	10	46	40	18	17	17	56	21	57	92	40	90	37	32	24	41	6	8	16	29	68	0.035022
ZLC	2001-09-07T00:00:00	40	60	52	39	10	51	49	50	19	19	56	21	57	92	45	89	37	34	24	49	3	11	17	29	68	-0.04713
ZLC	2001-09-14T00:00:00	41	62	53	39	25	61	70	56	19	19	46	21	57	92	44	90	37	3	24	67	3	4	9	29	68	-0.016487
ZLC	2001-09-21T00:00:00	41	63	53	38	5	55	54	73	35	35	63	22	56	92	65	90	37	52	23	55	2	6	4	29	68	-0.200516
ZLC	2001-09-28T00:00:00	41	61	53	38	9	52	41	62	33	33	29	22	55	92	67	88	37	38	33	45	2	5	3	29	68	0.067742
ZLC	2001-10-05T00:00:00	41	57	52	67	9	47	30	43	33	33	27	22	61	84	61	92	38	37	16	36	2	12	2	29	68	0.049849
ZLC	2001-10-12T00:00:00	41	55	52	67	2	52	49	23	34	34	38	22	61	84	59	92	38	70	16	50	2	13	2	29	68	0.066906
ZLC	2001-10-19T00:00:00	41	60	52	67	25	48	39	67	34	34	16	23	61	84	71	92	38	3	16	41	3	13	3	29	68	-0.054956
ZLC	2001-10-26T00:00:00	41	57	52	67	8	57	69	34	34	34	32	22	61	84	68	92	38	42	16	64	1	19	2	29	68	0.059579
ZLC	2001-11-02T00:00:00	41	60	52	66	26	51	55	33	33	33	17	22	61	84	71	92	38	6	17	52	1	20	2	29	68	0.003367
ZLC	2001-11-09T00:00:00	41	55	52	66	8	49	50	14	34	34	32	21	60	84	68	92	38	43	16	49	1	17	3	29	68	0.073826
ZLC	2001-11-16T00:00:00	43	51	51	65	6	40	33	12	35	35	31	21	58	53	57	91	38	50	15	35	1	11	3	29	68	0.091563
ZLC	2001-11-23T00:00:00	43	50	52	65	7	43	37	14	34	34	29	21	58	53	61	91	38	44	16	39	1	10	2	29	68	0.028342
ZLC	2001-11-30T00:00:00	43	49	52	65	3	45	45	33	28	28	55	21	70	51	70	86	38	65	26	44	1	11	3	29	68	-0.011693
ZLC	2001-12-07T00:00:00	92	59	52	26	27	51	67	29	28	28	77	21	56	41	56	20	42	7	44	60	1	5	2	29	68	0.041127
ZLC	2001-12-14T00:00:00	92	58	52	26	3	43	40	70	32	32	94	21	56	41	61	20	42	73	43	38	3	6	3	29	68	-0.056548
ZLC	2001-12-21T00:00:00	91	54	51	27	19	50	61	6	42	42	81	20	56	41	30	21	42	20	45	55	1	3	6	29	68	0.162891
ZLC	2001-12-28T00:00:00	91	53	51	27	5	52	67	18	41	41	91	20	56	42	24	21	42	52	44	61	1	4	6	29	68	0.016276
ZLC	2002-01-04T00:00:00	91	54	51	27	3	66	83	36	39	39	93	20	56	41	24	21	42	65	45	81	1	6	5	29	68	0.001699
ZLC	2002-01-11T00:00:00	90	52	51	27	3	80	91	22	38	38	93	19	56	39	22	19	42	67	45	92	1	5	4	29	68	0.038033
ZLC	2002-01-18T00:00:00	90	52	51	26	6	84	91	27	36	36	88	19	56	34	19	23	42	48	46	94	1	5	4	29	68	-0.005834
ZLC	2002-01-25T00:00:00	90	50	51	26	8	80	84	14	35	35	87	18	56	33	15	23	42	41	46	88	1	4	5	29	68	0.030751
ZLC	2002-02-01T00:00:00	89	48	51	26	8	83	81	15	34	34	87	18	56	33	14	23	42	42	47	87	1	2	4	29	68	0.035755
ZLC	2002-02-08T00:00:00	90	51	51	26	6	71	54	54	37	37	88	18	56	33	17	23	42	48	47	65	1	2	5	29	68	-0.05431
ZLC	2002-02-15T00:00:00	91	53	51	26	9	89	94	67	37	37	86	19	56	35	24	24	42	40	47	95	1	5	6	29	68	-0.021158
ZLC	2002-02-22T00:00:00	90	53	51	26	16	88	90	50	34	34	85	19	56	35	22	23	42	24	47	93	1	7	6	29	68	0.010689
ZLC	2002-03-01T00:00:00	90	50	51	26	4	87	79	32	26	26	58	19	53	35	21	28	42	58	45	89	1	6	6	29	68	0.038778
ZLC	2002-03-08T00:00:00	99	64	42	95	3	88	86	95	37	37	95	20	65	33	44	75	32	70	41	92	2	38	11	29	68	-0.114253
ZLC	2002-03-15T00:00:00	99	66	42	95	23	88	85	83	36	36	80	19	65	34	50	78	32	6	39	91	2	37	11	29	68	0.017625
ZLC	2002-03-22T00:00:00	99	67	42	95	19	90	89	83	35	35	83	20	64	35	51	76	32	14	39	93	2	38	12	29	68	-0.00753
ZLC	2002-03-29T00:00:00	99	63	42	95	5	92	90	43	35	35	93	20	63	38	52	77	33	49	37	94	2	38	11	29	68	0.026808
ZLC	2002-04-05T00:00:00	99	64	42	94	15	89	69	45	33	33	88	19	62	39	52	78	33	22	38	82	2	42	11	29	68	0.000739
ZLC	2002-04-12T00:00:00	99	66	42	94	9	84	53	65	31	31	90	20	62	38	55	78	33	35	37	71	2	38	12	29	68	-0.009845
ZLC	2002-04-19T00:00:00	99	67	43	94	3	87	59	77	29	29	94	20	62	32	67	78	33	62	38	75	2	39	11	29	68	-0.017151
ZLC	2002-04-26T00:00:00	99	67	42	94	11	89	71	58	27	27	86	20	63	33	66	78	33	30	38	84	1	38	11	29	68	-0.00607
ZLC	2002-05-03T00:00:00	99	66	43	94	10	54	14	49	26	26	88	20	62	33	67	78	33	34	38	30	1	40	11	29	68	0.01374
ZLC	2002-05-10T00:00:00	99	64	42	94	7	57	18	36	23	23	90	19	63	34	70	79	33	42	36	34	1	40	11	29	68	-0.001004
ZLC	2002-05-17T00:00:00	99	63	42	95	21	54	19	10	28	28	87	19	62	39	65	79	33	10	31	33	1	35	11	29	68	0.096734
ZLC	2002-05-24T00:00:00	99	62	42	95	16	58	34	9	26	26	88	19	62	39	80	79	33	18	31	44	2	42	13	29	68	0.0126
ZLC	2002-05-31T00:00:00	99	62	42	96	3	61	38	38	28	28	94	19	62	39	82	80	33	65	32	48	3	62	70	29	68	-0.029864
ZLC	2002-06-07T00:00:00	46	65	47	57	19	57	31	57	28	28	59	19	68	75	76	78	35	14	35	43	3	58	69	29	68	-0.04431
ZLC	2002-06-14T00:00:00	46	63	47	57	3	51	25	67	29	29	77	20	68	76	77	77	35	59	34	35	4	46	67	29	68	-0.045144
ZLC	2002-06-21T00:00:00	46	63	47	58	3	53	35	66	28	28	79	20	68	76	83	84	35	64	34	43	3	39	63	29	68	-0.018656
ZLC	2002-06-28T00:00:00	47	66	47	58	8	55	42	82	28	28	70	20	68	76	89	84	35	40	33	48	1	25	36	29	68	-0.05599
ZLC	2002-07-05T00:00:00	46	63	47	59	10	58	51	18	34	34	67	19	68	76	81	84	35	33	34	54	3	29	37	29	68	0.073379
ZLC	2002-07-12T00:00:00	48	68	48	58	3	77	80	96	58	58	79	22	68	75	90	85	35	64	32	82	2	21	40	29	68	-0.24184
ZLC	2002-07-19T00:00:00	48	71	47	58	6	82	86	80	56	56	70	22	68	74	86	85	35	41	32	88	3	23	44	29	68	-0.027119
ZLC	2002-07-26T00:00:00	47	69	47	58	17	76	74	63	52	52	60	22	68	74	89	85	35	15	33	78	21	28	53	29	68	0.010453
ZLC	2002-08-02T00:00:00	47	72	47	57	22	67	54	69	49	49	56	22	68	74	91	85	35	4	32	62	25	31	54	29	68	-0.036207
ZLC	2002-08-09T00:00:00	46	68	47	57	8	59	41	53	48	48	44	22	67	88	88	86	35	36	31	49	22	31	56	29	68	0.028265
ZLC	2002-08-16T00:00:00	43	67	46	51	5	54	40	21	51	51	43	21	68	88	84	85	35	47	32	46	17	37	68	29	68	0.093598
ZLC	2002-08-23T00:00:00	43	67	46	50	4	45	25	39	49	49	44	22	68	88	87	84	35	52	32	32	17	36	67	29	68	-0.015272
ZLC	2002-08-30T00:00:00	43	67	47	50	7	61	66	48	48	48	42	22	68	88	85	84	35	38	32	65	31	42	70	29	68	-0.019386
ZLC	2002-09-06T00:00:00	42	65	46	50	2	30	11	22	47	47	49	21	68	88	80	84	35	68	32	18	34	49	76	29	68	0.032949
ZLC	2002-09-13T00:00:00	42	65	46	50	8	31	14	12	46	46	41	21	68	88	81	84	35	35	33	19	29	47	82	29	68	0.031579
ZLC	2002-09-20T00:00:00	42	64	46	50	5	36	30	43	36	36	43	21	68	87	83	80	35	44	32	31	30	48	90	29	68	-0.059988
ZLC	2002-09-27T00:00:00	42	62	46	50	5	34	25	30	35	35	37	21	72	88	79	19	35	47	16	27	33	49	92	29	68	0.013816
ZLC	2002-10-04T00:00:00	38	65	51	23	4	35	34	71	40	40	33	22	72	96	82	23	36	53	23	32	36	50	95	29	68	-0.093121
ZLC	2002-10-11T00:00:00	37	64	51	23	4	43	61	46	37	37	34	22	72	96	67	23	36	51	24	51	37	60	95	29	68	0.018962
ZLC	2002-10-18T00:00:00	38	62	51	23	4	41	56	44	36	36	37	22	72	96	71	23	36	50	24	46	39	60	95	29	68	0.052669
ZLC	2002-10-25T00:00:00	38	63	51	23	5	39	47	51	32	32	35	22	72	96	70	23	36	46	24	41	38	54	95	29	68	0.003336
ZLC	2002-11-01T00:00:00	38	66	51	23	13	46	71	65	31	31	25	22	72	96	72	23	36	22	24	60	39	52	96	29	68	-0.006316
ZLC	2002-11-08T00:00:00	37	70	51	23	10	52	82	68	29	29	28	22	71	96	54	23	36	31	24	70	40	57	95	29	68	-0.006022
ZLC	2002-11-15T00:00:00	38	66	51	23	5	47	62	39	28	28	31	23	70	95	53	23	36	48	22	55	35	11	88	29	68	0.027264
ZLC	2002-11-22T00:00:00	37	68	51	23	25	52	68	24	30	30	18	22	69	96	46	23	36	2	23	60	31	8	82	29	68	0.072084
ZLC	2002-11-29T00:00:00	37	65	50	23	15	43	39	14	34	34	30	21	75	96	35	23	36	20	23	40	34	9	80	29	68	0.091076
ZLC	2002-12-06T00:00:00	37	65	51	23	5	47	51	36	37	37	36	21	75	96	44	21	36	47	36	48	34	10	80	29	68	-0.045098
ZLC	2002-12-13T00:00:00	30	63	41	17	13	47	53	34	33	33	8	21	68	91	35	12	43	25	40	49	34	9	79	29	68	-0.005573
ZLC	2002-12-20T00:00:00	30	62	42	17	8	46	51	67	35	35	10	22	68	89	27	12	43	37	39	47	35	9	80	29	68	-0.038938
ZLC	2002-12-27T00:00:00	30	63	41	17	4	42	43	78	36	36	13	23	68	88	30	12	43	52	38	39	35	11	76	29	68	-0.041436
ZLC	2003-01-03T00:00:00	30	65	41	17	18	41	36	67	36	36	6	23	69	92	34	12	43	14	38	33	35	9	80	29	68	0.030419
ZLC	2003-01-10T00:00:00	30	65	41	17	11	46	58	46	36	36	9	23	68	90	25	37	43	28	38	51	35	9	78	29	68	0.030143
ZLC	2003-01-17T00:00:00	30	66	41	17	24	57	75	47	35	35	3	23	68	93	26	40	43	1	37	72	34	10	76	29	68	-0.010558
ZLC	2003-01-24T00:00:00	30	67	41	17	24	76	84	74	37	37	4	23	68	93	28	40	43	2	36	88	38	16	82	29	68	-0.053354
ZLC	2003-01-31T00:00:00	30	68	41	17	19	66	80	71	34	34	6	23	68	92	24	40	43	13	36	79	38	16	80	29	68	-0.017713
ZLC	2003-02-07T00:00:00	30	68	41	17	21	67	80	64	28	28	5	23	68	92	27	40	42	8	36	78	38	15	80	29	68	-0.02623
ZLC	2003-02-14T00:00:00	29	64	41	16	2	55	51	66	25	25	22	23	68	85	34	40	43	68	36	52	39	16	78	29	68	-0.015488
ZLC	2003-02-21T00:00:00	29	68	41	16	19	45	32	40	27	27	5	23	68	92	29	40	43	11	36	36	39	17	77	29	68	0.033174
ZLC	2003-02-28T00:00:00	29	67	41	16	22	48	34	30	26	26	8	23	69	92	32	35	43	5	36	37	42	16	76	29	68	0.014565
ZLC	2003-03-07T00:00:00	25	83	50	97	2	54	47	54	26	26	24	23	81	86	42	51	33	65	43	50	45	29	78	29	68	-0.030669
ZLC	2003-03-14T00:00:00	25	85	50	97	23	54	51	24	26	26	6	22	81	93	42	82	33	5	59	53	44	32	84	29	68	0.02659
ZLC	2003-03-21T00:00:00	25	79	50	97	3	44	31	13	34	34	23	22	81	86	35	86	33	66	59	34	41	53	92	29	68	0.102295
ZLC	2003-03-28T00:00:00	26	82	51	96	13	42	30	42	35	35	12	22	80	90	42	83	34	27	57	34	42	51	93	29	68	-0.042534
ZLC	2003-04-04T00:00:00	26	80	50	96	4	42	36	18	35	35	19	22	79	87	32	83	33	57	56	37	30	51	89	29	68	0.049084
ZLC	2003-04-11T00:00:00	26	80	50	96	4	41	35	30	34	34	19	22	79	87	35	83	34	55	56	36	25	42	88	29	68	0.004146
ZLC	2003-04-18T00:00:00	27	83	50	96	26	45	49	36	32	32	6	22	79	93	36	84	33	5	55	46	25	45	90	29	68	0.01563
ZLC	2003-04-25T00:00:00	27	82	51	96	9	53	62	54	30	30	18	22	79	89	35	84	34	39	55	58	44	44	88	29	68	-0.00029
ZLC	2003-05-02T00:00:00	27	81	51	96	4	50	47	48	28	28	25	22	79	87	38	84	34	59	55	47	29	40	86	29	68	0.037758
ZLC	2003-05-09T00:00:00	26	84	51	96	20	54	65	52	27	27	10	22	79	92	35	85	34	17	55	61	30	39	85	29	68	0.006997
ZLC	2003-05-16T00:00:00	23	85	50	97	14	76	86	80	27	27	10	23	78	89	36	86	34	28	55	86	29	39	85	29	68	-0.025014
ZLC	2003-05-23T00:00:00	23	84	51	97	4	67	68	77	26	26	16	23	78	85	35	86	34	61	56	71	38	39	84	29	68	-0.008267
ZLC	2003-05-30T00:00:00	23	83	50	97	3	75	82	54	23	23	17	23	78	85	40	86	34	65	56	83	50	45	80	29	68	0.04484
ZLC	2003-06-06T00:00:00	23	84	50	97	25	76	80	30	24	24	3	23	77	90	36	86	34	9	56	83	44	48	75	29	68	0.059422
ZLC	2003-06-13T00:00:00	46	85	46	42	21	73	72	44	23	23	54	23	73	95	40	39	33	17	55	77	37	59	64	29	68	-0.00805
ZLC	2003-06-20T00:00:00	46	83	45	43	3	65	59	36	22	22	78	23	73	95	42	49	33	69	55	65	34	52	60	29	68	0.015183
ZLC	2003-06-27T00:00:00	46	84	45	43	21	67	57	23	21	21	56	22	73	95	37	39	33	21	55	65	26	47	60	29	68	0.019598
ZLC	2003-07-04T00:00:00	44	81	45	43	22	64	54	3	44	44	52	21	73	95	25	40	33	14	57	62	26	90	61	29	68	0.16085
ZLC	2003-07-11T00:00:00	44	81	45	43	25	50	31	14	43	43	47	21	73	95	38	38	33	4	57	38	22	89	58	29	68	0.02963
ZLC	2003-07-18T00:00:00	44	82	46	43	21	46	30	22	43	43	53	21	73	96	39	38	33	10	56	35	23	90	60	29	68	-0.011849

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