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 ⌀
ZNHYY	2003-06-27T00:00:00	50	97	50	50	1	13	14	64	63	63	10	15	50	50	53	50	50	50	50	10	40	98	91	39	67	-0.079303
ZNHYY	2003-07-04T00:00:00	50	92	50	50	1	10	6	88	61	61	9	19	50	50	42	50	50	50	50	5	55	95	91	39	67	-0.016926
ZNHYY	2003-07-11T00:00:00	50	94	50	50	1	12	28	42	58	58	7	15	50	50	46	50	50	50	50	15	39	93	86	39	67	0.067338
ZNHYY	2003-07-18T00:00:00	50	95	50	50	1	27	69	12	56	56	2	14	50	50	41	50	50	50	50	48	36	91	84	39	67	0.044211
ZNHYY	2003-07-25T00:00:00	50	93	50	50	1	21	64	57	56	56	21	14	50	50	39	50	50	50	50	41	42	93	83	39	67	-0.035588
ZNHYY	2003-08-01T00:00:00	50	96	50	50	1	15	45	24	52	52	1	14	50	50	30	50	50	50	50	26	30	87	82	39	67	0.045325
ZNHYY	2003-08-08T00:00:00	50	95	50	50	1	36	75	30	52	52	6	14	50	50	30	50	50	50	50	57	29	86	82	39	67	-0.006697
ZNHYY	2003-08-15T00:00:00	50	95	50	50	1	48	83	4	57	57	3	13	50	50	26	50	50	50	50	68	15	78	81	39	67	0.122157
ZNHYY	2003-08-22T00:00:00	50	93	50	50	1	22	46	38	56	56	21	14	50	50	26	50	50	50	50	31	16	80	83	39	67	-0.022098
ZNHYY	2003-08-29T00:00:00	50	94	50	50	1	16	20	61	55	55	6	14	50	50	30	50	50	50	50	14	20	79	83	39	67	-0.009789
ZNHYY	2003-09-05T00:00:00	50	93	50	50	1	30	56	17	55	55	21	13	50	50	19	50	50	50	50	42	20	77	85	39	67	0.091387
ZNHYY	2003-09-12T00:00:00	50	94	50	50	1	42	82	75	57	57	14	14	50	50	27	50	50	50	50	65	17	75	93	98	67	-0.057718
ZNHYY	2003-09-19T00:00:00	50	95	50	50	2	29	52	88	57	57	3	14	50	50	42	50	50	50	50	39	20	77	96	97	71	-0.033644
ZNHYY	2003-09-26T00:00:00	50	93	50	50	1	45	73	24	55	55	26	13	50	50	21	50	50	50	50	61	35	81	95	98	65	0.057778
ZNHYY	2003-10-03T00:00:00	50	94	50	50	1	48	81	18	53	53	18	13	50	50	16	50	50	50	50	67	24	79	96	98	65	0.045318
ZNHYY	2003-10-10T00:00:00	50	95	50	50	2	69	94	36	53	53	4	14	50	50	21	50	50	50	50	85	26	81	98	98	65	-0.002871
ZNHYY	2003-10-17T00:00:00	50	93	50	50	1	58	83	47	51	51	42	13	50	50	16	50	50	50	50	74	25	77	98	97	67	0.009022
ZNHYY	2003-10-24T00:00:00	50	94	50	50	1	50	63	40	46	46	33	13	50	50	12	50	50	50	50	58	24	77	99	97	69	-0.005041
ZNHYY	2003-10-31T00:00:00	50	95	50	50	2	68	85	14	48	48	9	13	50	50	13	50	50	50	50	80	25	74	99	98	65	0.081453
ZNHYY	2003-11-07T00:00:00	50	95	50	50	2	57	51	20	46	46	13	13	50	50	10	50	50	50	50	56	38	74	99	97	62	0.037924
ZNHYY	2003-11-14T00:00:00	50	94	50	50	1	36	27	34	44	44	17	13	50	50	20	50	50	50	50	28	38	76	99	97	61	-0.013031
ZNHYY	2003-11-21T00:00:00	50	96	50	50	9	64	77	90	53	53	1	14	50	50	36	50	50	50	50	75	23	74	98	99	62	-0.105454
ZNHYY	2003-11-28T00:00:00	50	94	50	50	2	65	80	39	56	56	14	13	50	50	20	50	50	50	50	76	22	61	98	99	68	0.088462
ZNHYY	2003-12-05T00:00:00	50	95	50	50	8	60	72	42	55	55	8	13	50	50	17	50	50	50	50	69	26	72	97	99	67	0.004609
ZNHYY	2003-12-12T00:00:00	50	96	50	50	24	58	65	3	64	64	2	12	50	50	8	50	50	50	50	64	45	93	89	99	68	0.162241
ZNHYY	2003-12-19T00:00:00	50	96	50	50	13	58	70	35	65	65	6	12	50	50	9	50	50	50	50	67	41	93	89	99	69	-0.048581
ZNHYY	2003-12-26T00:00:00	50	94	50	50	2	68	85	10	64	64	17	12	50	50	9	50	50	50	50	80	51	89	84	99	72	0.042604
ZNHYY	2004-01-02T00:00:00	50	94	50	50	24	71	84	11	64	64	2	12	50	50	11	50	50	50	50	81	70	76	76	99	90	0.056627
ZNHYY	2004-01-09T00:00:00	50	94	50	50	4	69	77	76	64	64	14	12	50	50	11	50	50	50	50	77	50	88	80	100	72	-0.058734
ZNHYY	2004-01-16T00:00:00	50	94	50	50	2	41	24	47	62	62	39	12	50	50	12	50	50	50	50	29	50	86	71	100	59	0.032546
ZNHYY	2004-01-23T00:00:00	50	93	50	50	2	58	55	17	63	63	28	12	50	50	8	50	50	50	50	58	53	81	75	100	59	0.096274
ZNHYY	2004-01-30T00:00:00	50	93	50	50	28	61	61	82	66	66	3	16	50	50	15	50	50	50	50	63	39	65	75	100	67	-0.10658
ZNHYY	2004-02-06T00:00:00	50	95	50	50	2	82	96	34	65	65	27	12	50	50	13	50	50	50	50	93	40	65	70	100	71	0.045572
ZNHYY	2004-02-13T00:00:00	50	93	50	50	1	76	84	9	68	68	43	11	50	50	7	50	50	50	50	84	31	83	70	99	62	0.123117
ZNHYY	2004-02-20T00:00:00	50	95	50	50	26	81	91	2	69	69	3	10	50	50	4	50	50	50	50	90	31	92	55	99	53	0.13126
ZNHYY	2004-02-27T00:00:00	50	94	50	50	5	84	95	33	70	70	15	11	50	50	9	50	50	50	50	92	38	80	56	98	60	-0.061566
ZNHYY	2004-03-05T00:00:00	50	94	50	50	10	70	48	80	70	70	9	11	50	50	21	50	50	50	50	62	25	76	67	99	39	-0.054071
ZNHYY	2004-03-12T00:00:00	50	93	50	50	2	70	62	55	68	68	31	11	50	50	23	50	50	50	50	68	32	85	69	98	35	0
ZNHYY	2004-03-19T00:00:00	50	95	50	50	17	82	84	71	68	68	5	11	50	50	14	50	50	50	50	86	29	86	66	99	17	-0.039419
ZNHYY	2004-03-26T00:00:00	50	95	50	50	2	65	33	93	70	70	25	12	50	50	47	50	50	50	50	49	35	85	73	98	22	-0.074955
ZNHYY	2004-04-02T00:00:00	50	96	50	50	16	77	64	98	67	67	5	13	50	50	72	50	50	50	50	74	47	90	78	99	21	-0.051187
ZNHYY	2004-04-09T00:00:00	50	93	50	50	21	89	91	47	69	69	5	16	50	50	69	50	50	50	50	93	45	91	78	98	22	0.08318
ZNHYY	2004-04-16T00:00:00	50	95	50	50	12	94	98	68	68	68	11	12	50	50	77	50	50	50	50	97	45	93	77	97	23	-0.039067
ZNHYY	2004-04-23T00:00:00	50	96	50	50	25	92	93	73	64	64	4	13	50	50	84	50	50	50	50	95	52	95	74	93	23	-0.024114
ZNHYY	2004-04-30T00:00:00	50	96	50	50	33	85	52	79	55	55	2	13	50	50	82	50	50	50	50	72	50	93	70	93	14	-0.062453
ZNHYY	2004-05-07T00:00:00	50	96	50	50	23	89	68	74	53	53	5	13	50	50	84	50	50	50	50	83	47	92	71	91	14	-0.025472
ZNHYY	2004-05-14T00:00:00	50	96	50	50	33	85	51	97	65	65	2	15	50	50	88	50	50	50	50	71	8	80	56	82	7	-0.168041
ZNHYY	2004-05-21T00:00:00	50	95	50	50	11	66	15	83	65	65	8	14	50	50	85	50	50	50	50	39	6	81	61	78	8	0.019227
ZNHYY	2004-05-28T00:00:00	50	95	50	50	2	42	7	24	74	74	18	13	50	50	85	50	50	50	50	21	2	82	46	59	7	0.163944
ZNHYY	2004-06-04T00:00:00	50	96	50	50	31	66	27	39	74	74	2	14	50	50	87	50	50	50	50	47	1	82	54	55	12	-0.025564
ZNHYY	2004-06-11T00:00:00	50	95	50	50	7	59	23	11	74	74	10	13	50	50	87	50	50	50	50	39	1	77	54	51	14	0.052383
ZNHYY	2004-06-18T00:00:00	50	95	50	50	9	48	21	96	76	76	8	14	50	50	89	50	50	50	50	32	1	72	73	64	23	-0.133931
ZNHYY	2004-06-25T00:00:00	50	95	50	50	8	45	22	64	75	75	9	14	50	50	91	50	50	50	50	30	1	72	74	64	25	0.038096
ZNHYY	2004-07-02T00:00:00	50	95	50	50	1	44	22	29	75	75	24	14	50	50	88	50	50	50	50	31	1	73	76	63	20	0.04739
ZNHYY	2004-07-09T00:00:00	50	96	50	50	13	13	7	65	75	75	6	14	50	50	88	50	50	50	50	8	1	75	77	62	21	-0.051908
ZNHYY	2004-07-16T00:00:00	50	95	50	50	1	17	9	53	73	73	26	14	50	50	87	50	50	50	50	10	1	75	78	62	22	-0.002646
ZNHYY	2004-07-23T00:00:00	50	95	50	50	6	39	54	41	69	69	12	14	50	50	88	50	50	50	50	45	1	78	78	62	22	0.002196
ZNHYY	2004-07-30T00:00:00	50	95	50	50	13	31	38	87	69	69	7	15	50	50	85	50	50	50	50	32	2	69	83	44	19	-0.076684
ZNHYY	2004-08-06T00:00:00	50	95	50	50	4	46	67	80	63	63	15	15	50	50	84	50	50	50	50	57	2	75	83	38	20	-0.058632
ZNHYY	2004-08-13T00:00:00	50	96	50	50	34	16	8	59	62	62	1	15	50	50	74	50	50	50	50	9	2	74	81	39	18	0.019116
ZNHYY	2004-08-20T00:00:00	50	96	50	50	26	20	22	41	60	60	3	15	50	50	79	50	50	50	50	18	1	65	86	31	25	0.04411
ZNHYY	2004-08-27T00:00:00	50	95	50	50	4	29	55	32	55	55	13	15	50	50	84	50	50	50	50	40	1	61	86	20	24	0.016879
ZNHYY	2004-09-03T00:00:00	50	95	50	50	8	22	25	66	53	53	10	15	50	50	78	50	50	50	50	20	1	63	85	19	25	-0.009707
ZNHYY	2004-09-10T00:00:00	50	96	50	50	16	25	40	43	52	52	5	15	50	50	79	50	50	50	50	30	1	57	81	14	25	0.021858
ZNHYY	2004-09-17T00:00:00	50	96	50	50	22	30	49	13	54	54	4	14	50	50	67	50	50	50	50	37	2	46	66	5	38	0.059185
ZNHYY	2004-09-24T00:00:00	50	96	50	50	24	20	19	48	54	54	3	15	50	50	71	50	50	50	50	17	2	47	66	6	40	-0.032965
ZNHYY	2004-10-01T00:00:00	50	96	50	50	19	20	21	24	54	54	5	14	50	50	67	50	50	50	50	18	2	65	65	5	36	0.045046
ZNHYY	2004-10-08T00:00:00	50	96	50	50	15	24	31	90	56	56	6	15	50	50	77	50	50	50	50	25	1	65	62	7	19	-0.071064
ZNHYY	2004-10-15T00:00:00	50	95	50	50	2	22	38	76	55	55	34	15	50	50	57	50	50	50	50	27	1	62	62	6	18	-0.011287
ZNHYY	2004-10-22T00:00:00	50	95	50	50	7	23	54	83	54	54	15	15	50	50	61	50	50	50	50	35	2	54	59	7	22	-0.023222
ZNHYY	2004-10-29T00:00:00	50	95	50	50	2	23	36	67	51	51	40	15	50	50	60	50	50	50	50	26	2	34	69	6	51	0.019678
ZNHYY	2004-11-05T00:00:00	50	96	50	50	14	26	46	54	49	49	7	15	50	50	53	50	50	50	50	33	1	44	72	9	38	0.029291
ZNHYY	2004-11-12T00:00:00	50	96	50	50	24	39	79	6	70	70	4	14	50	50	28	50	50	50	50	61	2	40	52	10	66	0.181688
ZNHYY	2004-11-19T00:00:00	50	96	50	50	4	34	56	7	69	69	13	14	50	50	22	50	50	50	50	44	1	33	48	12	63	0.021746
ZNHYY	2004-11-26T00:00:00	50	97	50	50	28	43	74	36	68	68	2	14	50	50	28	50	50	50	50	60	1	34	52	13	61	-0.015687
ZNHYY	2004-12-03T00:00:00	50	95	50	50	2	28	22	67	67	67	22	14	50	50	30	50	50	50	50	22	1	33	47	14	62	-0.014655
ZNHYY	2004-12-10T00:00:00	50	95	50	50	2	29	24	80	67	67	20	15	50	50	24	50	50	50	50	23	1	15	43	23	57	-0.039581
ZNHYY	2004-12-17T00:00:00	50	96	50	50	14	25	20	47	64	64	6	15	50	50	20	50	50	50	50	19	1	17	36	30	57	0.028349
ZNHYY	2004-12-24T00:00:00	50	97	50	50	30	22	22	82	64	64	2	15	50	50	22	50	50	50	50	18	1	15	36	29	55	-0.011603
ZNHYY	2004-12-31T00:00:00	50	97	50	50	22	24	34	95	64	64	4	15	50	50	25	50	50	50	50	26	1	16	33	27	55	-0.02889
ZNHYY	2005-01-07T00:00:00	50	96	50	50	13	64	92	88	63	63	7	15	50	50	28	50	50	50	50	82	1	16	32	29	55	-0.060442
ZNHYY	2005-01-14T00:00:00	50	96	50	50	2	67	94	94	63	63	27	16	50	50	39	50	50	50	50	85	1	15	38	26	52	-0.044986
ZNHYY	2005-01-21T00:00:00	50	96	50	50	5	58	83	89	48	48	19	16	50	50	38	50	50	50	50	74	2	31	51	47	67	-0.028091
ZNHYY	2005-01-28T00:00:00	50	96	50	50	4	52	63	46	51	51	23	16	50	50	34	50	50	50	50	60	2	36	51	47	61	0.039913
ZNHYY	2005-02-04T00:00:00	50	96	50	50	20	43	41	51	48	48	7	16	50	50	26	50	50	50	50	40	13	31	68	66	78	0.021649
ZNHYY	2005-02-11T00:00:00	50	95	50	50	2	48	56	45	47	47	49	16	50	50	27	50	50	50	50	53	10	26	68	68	76	0.001573
ZNHYY	2005-02-18T00:00:00	50	96	50	50	17	40	30	61	45	45	9	16	50	50	23	50	50	50	50	32	12	41	69	72	73	-0.013027
ZNHYY	2005-02-25T00:00:00	50	95	50	50	2	28	9	45	43	43	49	16	50	50	24	50	50	50	50	14	22	39	35	59	55	0.007769
ZNHYY	2005-03-04T00:00:00	50	95	50	50	16	21	11	54	42	42	10	20	50	50	27	50	50	50	50	12	23	43	26	63	49	0.000557
ZNHYY	2005-03-11T00:00:00	50	96	50	50	26	16	6	71	42	42	4	16	50	50	30	50	50	50	50	8	22	41	22	60	37	-0.032213
ZNHYY	2005-03-18T00:00:00	50	95	50	50	2	17	9	82	40	40	23	16	50	50	42	50	50	50	50	11	20	37	13	56	34	-0.036067
ZNHYY	2005-03-25T00:00:00	50	96	50	50	11	23	29	55	37	37	11	16	50	50	42	50	50	50	50	23	29	40	10	55	37	0.002388
ZNHYY	2005-04-01T00:00:00	50	96	50	50	13	22	34	83	39	39	8	17	50	50	51	50	50	50	50	25	27	29	11	56	37	-0.040901
ZNHYY	2005-04-08T00:00:00	50	96	50	50	4	22	42	44	38	38	18	16	50	50	31	50	50	50	50	29	19	42	9	62	45	0.023807
ZNHYY	2005-04-15T00:00:00	50	96	50	50	9	22	38	63	37	37	14	16	50	50	43	50	50	50	50	27	21	40	12	61	44	-0.048731
ZNHYY	2005-04-22T00:00:00	50	96	50	50	7	28	43	89	38	38	19	17	50	50	52	50	50	50	50	34	5	44	9	52	62	-0.055585
ZNHYY	2005-04-29T00:00:00	50	95	50	50	2	25	41	11	59	59	40	16	50	50	35	50	50	50	50	30	3	73	7	37	74	0.111074
ZNHYY	2005-05-06T00:00:00	50	96	50	50	7	21	27	51	55	55	16	16	50	50	44	50	50	50	50	21	3	75	6	40	68	-0.018434
ZNHYY	2005-05-13T00:00:00	50	96	50	50	5	19	20	11	54	54	14	16	50	50	60	50	50	50	50	16	5	69	6	31	71	0.03333
ZNHYY	2005-05-20T00:00:00	50	97	50	50	36	21	31	61	50	50	1	16	50	50	58	50	50	50	50	22	4	72	6	32	70	-0.009387

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