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	2005-06-24T00:00:00	47	68	49	30	12	41	40	84	39	39	82	25	59	93	40	54	43	38	52	38	19	46	65	92	32	-0.061774
ZLC	2005-07-01T00:00:00	46	67	49	30	6	61	80	54	40	40	87	25	59	93	36	54	43	52	51	73	21	44	70	93	46	0.037484
ZLC	2005-07-08T00:00:00	46	66	49	30	11	62	75	33	39	39	84	24	59	94	22	53	43	45	51	72	15	39	71	89	44	0.036129
ZLC	2005-07-15T00:00:00	45	64	49	30	5	76	91	21	36	36	89	24	59	94	16	53	43	60	52	87	14	40	67	86	53	0.024864
ZLC	2005-07-22T00:00:00	45	67	49	30	33	75	86	46	34	34	73	24	59	95	23	53	43	14	51	85	13	39	67	82	52	0.005917
ZLC	2005-07-29T00:00:00	45	68	49	29	42	79	87	50	30	30	68	24	59	94	20	52	43	1	51	86	14	44	60	85	48	0
ZLC	2005-08-05T00:00:00	46	73	49	29	17	84	93	95	49	49	80	26	59	94	46	53	43	33	49	91	14	49	50	75	73	-0.105588
ZLC	2005-08-12T00:00:00	44	76	49	27	41	78	70	94	48	48	43	27	59	90	53	54	43	2	50	78	11	50	52	79	79	-0.043078
ZLC	2005-08-19T00:00:00	45	75	49	27	5	64	36	90	45	45	61	27	59	90	62	53	43	64	50	50	13	50	54	80	77	-0.018557
ZLC	2005-08-26T00:00:00	45	77	49	27	41	70	51	80	44	44	43	27	59	90	59	52	43	2	50	62	12	47	50	81	76	-0.008053
ZLC	2005-09-02T00:00:00	45	77	49	27	15	73	65	90	41	41	54	27	59	90	75	52	43	38	50	72	7	34	50	79	82	-0.028592
ZLC	2005-09-09T00:00:00	45	77	49	27	15	77	76	49	44	44	54	27	60	90	73	52	43	37	51	81	5	38	58	80	80	0.042878
ZLC	2005-09-16T00:00:00	45	78	49	27	38	73	61	78	41	41	45	27	59	90	77	52	43	9	51	70	5	42	71	71	80	-0.026481
ZLC	2005-09-23T00:00:00	45	77	49	27	9	72	58	66	38	38	59	27	60	89	73	46	43	52	51	68	7	40	74	71	80	-0.024696
ZLC	2005-09-30T00:00:00	46	79	49	27	43	38	14	77	36	36	49	28	62	89	75	47	43	5	51	22	7	39	76	68	82	-0.002569
ZLC	2005-10-07T00:00:00	31	75	52	66	7	28	11	49	33	33	47	28	61	88	83	38	42	62	47	16	12	37	77	65	82	-0.006623
ZLC	2005-10-14T00:00:00	31	75	52	66	10	25	9	24	25	25	48	27	62	88	82	38	42	51	47	13	14	33	77	64	83	0.007037
ZLC	2005-10-21T00:00:00	31	74	52	66	5	25	11	36	22	22	56	27	62	88	78	38	42	72	47	15	21	35	76	58	86	-0.001103
ZLC	2005-10-28T00:00:00	31	75	52	66	19	20	8	47	20	20	43	27	62	88	73	38	42	37	46	11	33	16	83	38	91	-0.002209
ZLC	2005-11-04T00:00:00	31	79	52	65	36	26	22	79	18	18	33	28	62	88	75	39	42	17	46	21	34	25	81	37	91	-0.018081
ZLC	2005-11-11T00:00:00	31	76	52	65	13	26	16	38	21	21	42	28	63	82	73	40	42	49	45	18	22	22	81	27	94	0.036828
ZLC	2005-11-18T00:00:00	31	76	52	65	19	25	19	35	19	19	38	28	63	82	76	40	42	38	45	19	20	21	79	28	96	0.013773
ZLC	2005-11-25T00:00:00	31	75	52	65	18	24	19	15	23	23	39	27	63	82	68	39	42	40	46	19	14	11	78	26	93	0.046836
ZLC	2005-12-02T00:00:00	31	75	52	65	7	27	34	57	23	23	44	28	63	81	63	39	42	62	46	27	16	15	77	26	92	-0.020833
ZLC	2005-12-09T00:00:00	17	75	28	14	18	34	59	84	26	26	61	28	59	84	69	18	43	39	46	44	18	16	69	26	87	-0.036624
ZLC	2005-12-16T00:00:00	17	78	28	13	14	34	55	90	30	30	62	29	59	84	72	18	43	45	46	43	23	22	78	26	86	-0.043809
ZLC	2005-12-23T00:00:00	17	79	29	13	37	32	50	92	29	29	53	29	60	87	75	18	43	16	46	39	25	26	75	25	90	-0.024991
ZLC	2005-12-30T00:00:00	17	79	29	13	10	25	26	90	29	29	65	29	59	83	78	18	43	52	46	23	26	28	76	23	92	-0.023301
ZLC	2006-01-06T00:00:00	17	81	29	13	21	31	50	94	27	27	61	30	60	85	87	18	43	34	45	39	20	32	66	22	94	-0.006759
ZLC	2006-01-13T00:00:00	17	81	29	13	7	35	58	86	26	26	73	30	60	83	86	18	43	57	46	45	18	26	47	21	90	-0.002402
ZLC	2006-01-20T00:00:00	17	83	29	13	39	46	75	71	23	23	53	30	60	88	86	23	43	9	46	63	26	27	49	21	88	-0.00321
ZLC	2006-01-27T00:00:00	17	84	29	13	45	38	54	77	20	20	49	31	60	88	88	23	43	2	45	45	24	27	73	20	93	0.000403
ZLC	2006-02-03T00:00:00	17	82	29	13	33	28	25	34	20	20	57	30	60	87	80	23	43	17	45	23	24	28	77	24	91	0.030181
ZLC	2006-02-10T00:00:00	16	83	29	13	33	22	17	44	19	19	56	30	60	87	77	23	43	16	44	16	23	31	79	27	86	-0.005078
ZLC	2006-02-17T00:00:00	16	82	29	14	27	18	12	40	17	17	59	30	61	86	63	23	43	23	45	12	28	36	79	37	88	0.010993
ZLC	2006-02-24T00:00:00	17	82	29	13	34	16	10	34	16	16	54	30	61	86	66	20	43	14	44	10	24	38	73	44	84	0.015534
ZLC	2006-03-03T00:00:00	16	82	29	13	35	14	7	48	13	13	20	30	42	86	55	20	43	15	45	8	19	34	75	25	87	-0.005354
ZLC	2006-03-10T00:00:00	98	83	46	96	31	12	8	66	14	14	23	31	46	95	64	67	46	18	50	7	21	33	62	26	78	-0.027297
ZLC	2006-03-17T00:00:00	98	82	45	95	37	12	14	38	18	18	19	31	46	95	55	66	46	7	49	9	19	42	54	29	80	0.037945
ZLC	2006-03-24T00:00:00	98	81	45	95	34	11	13	13	22	22	19	31	47	94	46	67	46	11	50	9	13	43	49	25	77	0.047601
ZLC	2006-03-31T00:00:00	98	79	45	95	37	14	42	22	21	21	17	30	48	95	39	67	46	5	51	25	13	43	49	23	78	0.018902
ZLC	2006-04-07T00:00:00	98	77	46	95	7	15	43	34	20	20	31	31	48	95	33	68	46	51	51	25	13	43	49	24	79	-0.008205
ZLC	2006-04-14T00:00:00	98	84	46	95	16	15	48	97	44	44	25	32	48	95	53	67	46	32	50	28	14	37	76	27	79	-0.107914
ZLC	2006-04-21T00:00:00	98	85	46	95	31	19	57	93	41	41	24	33	48	95	59	67	46	12	50	36	16	36	74	15	73	-0.011694
ZLC	2006-04-28T00:00:00	98	84	46	95	6	19	50	79	39	39	28	33	49	95	55	67	46	54	50	32	15	36	74	18	76	0.005712
ZLC	2006-05-05T00:00:00	98	84	46	95	13	16	34	76	36	36	27	33	49	95	45	68	46	36	51	20	15	36	72	18	77	-0.001217
ZLC	2006-05-12T00:00:00	98	86	46	96	24	22	51	86	38	38	46	34	51	95	47	68	46	19	51	34	18	46	75	17	77	-0.070268
ZLC	2006-05-19T00:00:00	98	83	46	96	4	36	76	40	38	38	57	33	51	95	33	69	46	61	52	57	49	62	65	6	86	0.027523
ZLC	2006-05-26T00:00:00	98	84	46	96	5	37	76	66	36	36	56	33	51	95	35	69	46	56	52	58	47	59	58	6	86	-0.017432
ZLC	2006-06-02T00:00:00	98	85	46	96	36	37	71	39	34	34	43	33	51	95	29	69	46	2	52	55	46	60	62	6	86	0.016443
ZLC	2006-06-09T00:00:00	57	85	55	18	34	12	9	15	32	32	66	31	61	95	18	62	41	5	53	8	59	61	68	4	78	0.016177
ZLC	2006-06-16T00:00:00	56	84	54	19	28	11	10	5	33	33	68	31	61	95	14	63	41	10	54	8	68	67	57	7	82	0.030582
ZLC	2006-06-23T00:00:00	57	84	54	19	32	12	15	30	27	27	65	31	61	95	19	43	41	4	54	10	66	61	62	6	81	-0.020732
ZLC	2006-06-30T00:00:00	57	83	55	18	4	13	15	61	22	22	87	31	61	95	18	43	41	59	54	11	67	63	61	6	80	0
ZLC	2006-07-07T00:00:00	56	84	54	18	31	10	12	20	23	23	65	31	61	95	12	42	41	4	55	8	70	79	55	4	76	0.027397
ZLC	2006-07-14T00:00:00	56	81	54	18	3	16	36	17	21	21	88	30	61	96	8	42	41	69	54	22	69	73	59	5	79	-0.005657
ZLC	2006-07-21T00:00:00	55	81	54	18	8	15	30	22	15	15	82	30	61	96	9	42	41	43	54	19	80	79	63	7	70	0
ZLC	2006-07-28T00:00:00	55	81	54	18	21	16	39	33	14	14	73	30	61	96	10	42	41	19	54	24	83	80	58	9	72	0.029256
ZLC	2006-08-04T00:00:00	53	78	54	18	3	26	71	11	16	16	86	29	61	95	12	43	41	66	55	47	86	89	55	14	76	0.048164
ZLC	2006-08-11T00:00:00	51	80	53	17	26	39	87	45	21	21	43	30	61	93	9	44	41	11	56	65	86	88	40	11	80	-0.040678
ZLC	2006-08-18T00:00:00	49	76	53	17	3	34	80	15	24	24	59	30	61	93	8	44	41	64	56	58	81	86	44	7	90	0.061249
ZLC	2006-08-25T00:00:00	50	80	53	17	15	28	51	55	25	25	48	30	61	93	13	43	41	27	56	37	78	79	34	6	91	-0.025897
ZLC	2006-09-01T00:00:00	50	79	53	17	4	41	77	55	23	23	59	30	61	92	17	42	41	55	56	60	75	78	35	6	89	0.011014
ZLC	2006-09-08T00:00:00	50	79	53	17	4	49	81	54	23	23	59	30	61	92	13	42	41	55	56	67	75	75	37	7	88	-0.007137
ZLC	2006-09-15T00:00:00	49	77	53	17	25	49	77	23	24	24	44	30	61	92	10	42	41	12	57	65	75	72	44	6	84	0.052213
ZLC	2006-09-22T00:00:00	50	77	53	17	6	49	75	47	26	26	55	30	61	92	12	32	41	45	56	64	81	72	44	11	82	-0.023732
ZLC	2006-09-29T00:00:00	49	77	53	17	19	61	92	31	24	24	47	29	61	92	12	32	41	20	56	79	84	72	43	13	82	0.021731
ZLC	2006-10-06T00:00:00	48	73	53	16	4	53	75	21	25	25	68	29	61	92	11	32	41	52	57	66	84	73	41	13	85	0.03641
ZLC	2006-10-13T00:00:00	16	64	24	32	17	65	89	58	24	24	5	30	59	90	9	24	42	22	62	82	85	83	40	9	89	-0.009043
ZLC	2006-10-20T00:00:00	16	65	24	32	3	60	74	78	25	25	16	30	59	90	10	24	42	66	61	70	86	91	43	11	87	-0.023166
ZLC	2006-10-27T00:00:00	16	64	24	32	6	57	59	63	21	21	12	30	59	90	9	24	42	49	61	59	86	90	43	12	87	0.011139
ZLC	2006-11-03T00:00:00	16	64	24	32	11	59	64	58	19	19	7	30	60	90	15	24	42	34	60	64	86	90	44	10	90	-0.009595
ZLC	2006-11-10T00:00:00	16	62	23	32	3	72	81	34	19	19	12	30	60	79	13	25	42	62	61	81	87	90	46	12	89	0.029064
ZLC	2006-11-17T00:00:00	16	62	23	32	20	66	67	21	22	22	4	29	60	79	14	24	42	19	63	70	87	91	51	5	94	0.045676
ZLC	2006-11-24T00:00:00	16	63	23	32	31	70	71	18	19	19	1	29	60	79	11	23	42	2	63	75	88	90	51	5	92	0.019673
ZLC	2006-12-01T00:00:00	16	63	23	32	27	78	83	32	19	19	2	29	61	78	14	23	42	9	63	85	91	91	49	7	91	-0.008502
ZLC	2006-12-08T00:00:00	16	62	57	9	14	66	61	80	22	22	52	29	47	65	22	22	43	29	60	66	93	91	57	5	90	-0.029024
ZLC	2006-12-15T00:00:00	16	60	57	9	17	56	37	53	20	20	51	29	47	66	35	22	42	23	60	46	92	90	58	5	90	0.012568
ZLC	2006-12-22T00:00:00	16	62	57	9	4	58	43	89	29	29	62	29	47	59	44	22	42	55	60	50	93	89	57	12	69	-0.056692
ZLC	2006-12-29T00:00:00	16	64	57	9	31	56	46	83	28	28	46	29	47	69	49	22	42	3	60	51	93	91	57	15	67	0.003201
ZLC	2007-01-05T00:00:00	16	68	58	9	26	61	60	94	32	32	48	30	47	68	71	22	42	9	61	63	92	96	39	17	69	-0.047146
ZLC	2007-01-12T00:00:00	16	65	58	9	2	69	73	68	32	32	75	30	47	56	72	22	42	71	60	75	93	96	41	19	67	0.02567
ZLC	2007-01-19T00:00:00	16	65	58	9	15	72	79	55	30	30	58	30	47	64	72	22	42	25	61	79	95	98	35	31	57	0.004353
ZLC	2007-01-26T00:00:00	16	65	58	9	2	70	74	78	27	27	76	30	47	56	78	27	42	71	60	75	80	94	30	31	56	-0.023835
ZLC	2007-02-02T00:00:00	16	66	58	9	21	56	39	42	29	29	54	30	47	66	77	27	42	17	61	47	84	95	34	34	46	0.039586
ZLC	2007-02-09T00:00:00	16	63	57	9	15	59	52	16	33	33	59	29	47	44	66	27	42	26	61	57	81	96	38	25	46	0.046263
ZLC	2007-02-16T00:00:00	16	61	57	9	14	44	20	21	30	30	60	29	47	43	73	27	42	30	60	28	71	96	34	37	57	0.014286
ZLC	2007-02-23T00:00:00	16	68	58	9	9	42	16	93	42	42	65	31	47	41	83	24	42	40	59	25	60	94	64	10	73	-0.078471
ZLC	2007-03-02T00:00:00	17	70	58	9	27	30	9	79	37	37	47	31	47	51	85	24	43	7	59	16	43	93	56	10	73	-0.046943
ZLC	2007-03-09T00:00:00	97	72	52	92	6	37	16	85	35	35	59	32	55	33	89	63	44	47	50	22	43	85	62	12	80	-0.011837
ZLC	2007-03-16T00:00:00	97	73	52	91	8	42	28	81	34	34	78	32	54	36	90	65	44	41	49	32	36	65	66	11	80	-0.025889
ZLC	2007-03-23T00:00:00	97	71	52	91	6	33	17	59	34	34	79	32	54	36	81	56	44	46	49	21	34	66	69	16	75	0.041253
ZLC	2007-03-30T00:00:00	97	73	53	91	24	42	42	43	33	33	72	32	53	37	78	57	44	13	49	40	30	65	68	17	74	0.004952
ZLC	2007-04-06T00:00:00	97	71	53	90	12	60	74	24	34	34	76	32	53	37	74	58	44	32	49	70	30	65	71	20	74	0.030326
ZLC	2007-04-13T00:00:00	97	73	52	90	18	58	74	35	32	32	71	32	54	30	87	57	44	21	49	68	34	62	71	15	84	0.007358
ZLC	2007-04-20T00:00:00	97	69	53	89	20	27	12	15	33	33	69	31	54	29	85	58	44	20	49	16	27	52	89	14	86	0.041271
ZLC	2007-04-27T00:00:00	97	67	52	90	2	27	17	46	32	32	83	32	54	29	85	58	44	68	49	18	29	47	88	17	78	-0.017187
ZLC	2007-05-04T00:00:00	97	68	52	90	18	25	15	36	24	24	70	32	54	30	85	58	45	21	49	17	27	49	86	15	81	0.009636
ZLC	2007-05-11T00:00:00	98	69	52	91	24	21	13	45	22	22	75	32	53	35	88	56	44	13	49	14	26	50	86	13	82	-0.002828
ZLC	2007-05-18T00:00:00	98	70	52	92	2	24	23	72	25	25	83	32	52	37	89	56	44	68	49	20	31	53	85	15	84	-0.034739

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