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 ⌀
ZLTQ	2015-12-18T00:00:00	48	1	18	26	13	89	76	42	46	46	52	43	14	62	74	79	40	60	37	86	1	26	9	36	91	0.02526
ZLTQ	2015-12-25T00:00:00	48	2	16	26	16	82	51	82	42	42	50	43	14	63	84	79	40	60	36	68	3	29	14	26	92	-0.011475
ZLTQ	2016-01-01T00:00:00	48	2	14	26	22	82	55	82	39	39	48	44	14	62	84	79	40	60	36	72	3	28	9	26	93	-0.025947
ZLTQ	2016-01-08T00:00:00	48	2	19	26	10	77	40	74	41	41	50	44	14	36	78	79	40	60	34	59	3	26	9	28	90	-0.080266
ZLTQ	2016-01-15T00:00:00	48	2	23	26	5	56	23	46	38	38	54	43	14	33	81	80	40	60	33	38	3	40	13	22	92	-0.013338
ZLTQ	2016-01-22T00:00:00	48	2	23	26	5	53	18	83	37	37	54	44	14	33	88	79	40	60	33	32	2	34	10	22	94	-0.043646
ZLTQ	2016-01-29T00:00:00	48	2	14	26	22	48	15	91	37	37	37	45	14	32	86	80	40	60	32	29	4	37	22	18	93	-0.062197
ZLTQ	2016-02-05T00:00:00	48	2	17	26	13	51	25	88	35	35	44	46	14	33	85	79	40	60	32	36	4	38	19	21	87	-0.059432
ZLTQ	2016-02-12T00:00:00	49	2	27	26	2	55	41	94	43	43	63	47	14	33	92	72	40	61	31	46	5	39	12	26	91	-0.118132
ZLTQ	2016-02-19T00:00:00	49	2	25	26	3	46	19	73	54	54	60	47	14	34	92	71	39	61	31	28	6	32	13	27	90	0.074247
ZLTQ	2016-02-26T00:00:00	50	2	15	26	19	45	18	17	64	64	48	45	14	35	88	83	40	60	32	28	6	17	17	51	82	0.137748
ZLTQ	2016-03-04T00:00:00	50	2	26	26	3	43	23	59	61	61	64	46	14	36	90	83	39	60	33	31	7	25	19	43	86	-0.019116
ZLTQ	2016-03-11T00:00:00	51	2	23	26	4	52	43	51	60	60	62	46	17	37	89	84	39	60	32	47	9	28	27	46	90	0.006063
ZLTQ	2016-03-18T00:00:00	94	6	13	39	16	43	24	20	61	61	45	45	8	34	87	7	39	90	36	31	9	28	38	50	90	0.071029
ZLTQ	2016-03-25T00:00:00	94	6	19	40	6	35	12	18	61	61	51	45	8	35	90	7	39	90	36	21	11	26	41	54	85	-0.013264
ZLTQ	2016-04-01T00:00:00	94	5	13	39	16	32	12	4	64	64	45	44	8	64	79	7	39	90	36	19	14	23	47	62	74	0.099796
ZLTQ	2016-04-08T00:00:00	94	4	22	39	3	25	8	5	63	63	52	43	8	62	64	7	39	89	38	14	16	15	44	60	74	0.058519
ZLTQ	2016-04-15T00:00:00	94	4	22	39	3	24	12	9	61	61	52	43	8	60	61	7	39	90	38	15	16	17	42	61	73	0.040238
ZLTQ	2016-04-22T00:00:00	94	4	19	39	6	32	56	18	56	56	44	43	4	60	54	7	39	90	38	40	13	12	40	63	71	0.0222
ZLTQ	2016-04-29T00:00:00	94	4	21	41	4	25	26	39	56	56	49	43	4	60	54	11	39	90	40	18	12	11	41	63	71	-0.016124
ZLTQ	2016-05-06T00:00:00	94	4	26	45	2	26	33	61	54	54	57	43	4	62	59	10	39	90	41	22	18	13	53	70	69	-0.035452
ZLTQ	2016-05-13T00:00:00	22	5	18	18	7	35	70	95	68	68	72	46	5	43	74	70	42	63	30	53	28	19	43	69	80	-0.155687
ZLTQ	2016-05-20T00:00:00	22	5	17	18	10	33	74	79	67	67	68	46	5	45	69	70	42	63	31	53	39	9	32	63	80	0.03655
ZLTQ	2016-05-27T00:00:00	22	4	23	18	3	49	89	29	70	70	80	44	5	37	61	70	42	63	30	72	47	5	38	65	85	0.107765
ZLTQ	2016-06-03T00:00:00	22	4	13	18	18	66	93	18	69	69	58	44	5	51	49	70	42	63	32	85	52	5	32	60	87	0.027182
ZLTQ	2016-06-10T00:00:00	22	4	20	18	6	70	93	37	68	68	75	44	5	41	41	74	42	63	32	88	53	9	30	63	86	-0.007312
ZLTQ	2016-06-17T00:00:00	22	4	17	18	9	73	90	71	67	67	69	45	5	45	40	74	42	63	32	88	46	5	24	68	85	-0.029814
ZLTQ	2016-06-24T00:00:00	22	4	25	18	2	67	81	72	66	66	84	45	5	35	42	74	42	63	32	79	48	5	19	71	79	-0.038322
ZLTQ	2016-07-01T00:00:00	22	4	22	18	4	58	64	45	65	65	79	45	5	41	44	74	42	63	33	62	56	6	45	70	74	0.038722
ZLTQ	2016-07-08T00:00:00	22	4	22	18	5	24	14	11	67	67	77	44	5	40	38	74	42	63	33	17	49	5	26	69	80	0.061889
ZLTQ	2016-07-15T00:00:00	22	3	24	18	4	25	20	7	67	67	79	43	5	37	29	74	42	62	33	20	45	4	22	71	82	0.063054
ZLTQ	2016-07-22T00:00:00	22	3	11	18	21	43	67	5	61	61	59	43	5	51	18	74	41	62	34	55	42	5	20	71	87	0.043924
ZLTQ	2016-07-29T00:00:00	22	3	26	18	2	52	75	7	60	60	91	42	6	34	14	17	42	62	40	66	29	6	28	79	86	0.04269
ZLTQ	2016-08-05T00:00:00	21	2	26	18	2	52	67	9	54	54	91	42	6	35	11	17	41	61	42	61	29	5	27	79	85	0.033579
ZLTQ	2016-08-12T00:00:00	27	2	24	92	4	43	46	4	56	56	81	41	5	37	5	85	42	86	34	42	24	3	21	73	85	0.07837
ZLTQ	2016-08-19T00:00:00	27	2	16	92	14	35	43	32	59	59	60	41	5	46	8	86	42	87	34	37	20	4	21	74	85	-0.027748
ZLTQ	2016-08-26T00:00:00	27	2	18	92	9	40	56	13	56	56	64	41	5	43	9	79	42	86	33	47	21	3	21	74	87	0.016852
ZLTQ	2016-09-02T00:00:00	27	2	19	92	8	56	85	26	52	52	65	40	5	42	9	79	42	86	32	74	16	5	19	78	89	0.017642
ZLTQ	2016-09-09T00:00:00	27	2	27	92	2	68	93	36	53	53	80	40	5	34	7	80	42	86	30	85	15	6	21	79	87	-0.019175
ZLTQ	2016-09-16T00:00:00	27	2	26	92	2	75	94	5	56	56	78	39	5	34	5	80	42	86	32	89	17	13	20	78	88	0.083824
ZLTQ	2016-09-23T00:00:00	27	2	27	92	2	83	94	29	56	56	80	40	5	34	6	80	42	86	33	92	15	8	21	81	89	-0.005683
ZLTQ	2016-09-30T00:00:00	27	2	27	92	2	88	94	58	57	57	77	40	5	34	9	80	42	86	32	94	21	18	25	79	86	-0.025348
ZLTQ	2016-10-07T00:00:00	27	2	14	92	17	95	97	26	56	56	60	39	5	48	11	80	42	86	33	98	14	24	17	87	88	0.025497
ZLTQ	2016-10-14T00:00:00	27	2	18	92	10	92	91	45	57	57	77	39	5	43	8	80	42	86	33	94	16	26	19	84	93	-0.018647
ZLTQ	2016-10-21T00:00:00	26	2	19	92	8	92	93	82	57	57	79	40	5	42	10	80	42	86	31	95	20	16	23	76	92	-0.046364
ZLTQ	2016-10-28T00:00:00	27	3	12	92	21	95	91	96	67	67	76	42	4	48	21	88	42	87	20	96	20	12	25	66	90	-0.117694
ZLTQ	2016-11-04T00:00:00	26	2	17	91	12	94	83	65	64	64	85	41	4	44	20	88	42	86	20	92	34	18	25	29	94	0.025595
ZLTQ	2016-11-11T00:00:00	55	2	24	92	2	97	96	21	69	69	57	40	4	36	20	93	27	85	15	98	23	10	39	67	89	0.157076
ZLTQ	2016-11-18T00:00:00	55	2	25	92	2	95	90	8	68	68	58	39	4	40	17	93	27	85	15	95	22	6	38	68	87	0.078914
ZLTQ	2016-11-25T00:00:00	55	2	21	92	3	94	72	30	67	67	54	39	4	39	25	93	27	85	15	87	26	10	35	65	88	0.000235
ZLTQ	2016-12-02T00:00:00	56	2	10	92	11	96	86	12	65	65	46	38	4	39	27	93	26	85	16	94	26	8	31	65	88	0.023983
ZLTQ	2016-12-09T00:00:00	55	2	24	92	2	97	77	39	63	63	57	39	4	39	34	93	27	85	15	91	27	13	31	62	92	0.019518
ZLTQ	2016-12-16T00:00:00	56	2	20	92	3	91	37	27	61	61	54	39	4	39	37	93	27	85	15	67	22	14	37	65	90	-0.002477
ZLTQ	2016-12-23T00:00:00	56	2	12	92	8	59	15	66	60	60	48	39	4	39	44	93	27	86	15	34	25	17	41	62	90	-0.015353
ZLTQ	2016-12-30T00:00:00	56	2	12	92	9	73	29	55	59	59	47	39	4	39	49	93	27	86	16	50	25	17	40	62	91	-0.002064
ZLTQ	2017-01-06T00:00:00	56	2	25	92	2	92	76	81	54	54	59	39	4	37	60	93	27	86	15	87	29	21	35	63	91	-0.008042
ZLTQ	2017-01-13T00:00:00	56	2	5	92	18	96	87	92	55	55	33	40	4	32	74	93	27	86	14	93	35	21	37	59	90	-0.031735
ZLTQ	2017-01-20T00:00:00	56	2	12	92	9	93	77	82	48	48	40	40	4	31	80	93	27	86	14	87	29	21	40	53	77	-0.013636
ZLTQ	2017-01-27T00:00:00	56	2	23	92	3	95	88	27	48	48	54	39	4	31	81	93	27	86	14	94	29	24	38	56	77	0.056512
ZLTQ	2017-02-03T00:00:00	55	2	12	92	9	92	77	14	48	48	42	38	4	31	89	93	27	85	14	87	26	27	39	55	74	0.034665
ZLTQ	2017-02-10T00:00:00	55	2	6	91	19	92	79	5	58	58	33	37	4	31	93	93	27	85	15	88	26	29	43	48	74	0.096073
ZLTQ	2017-02-17T00:00:00	55	1	13	91	7	87	62	2	67	67	46	35	4	32	84	92	27	84	16	77	30	43	40	44	76	0.126923
ZLTQ	2017-02-24T00:00:00	55	1	25	91	2	86	57	8	67	67	61	35	6	33	65	91	27	84	16	75	36	44	42	39	74	-0.000898
ZLTQ	2017-03-03T00:00:00	68	1	10	23	9	81	33	14	66	66	47	35	5	31	77	39	25	57	15	60	40	46	52	37	86	0.001079
ZLTQ	2017-03-10T00:00:00	67	1	23	23	2	71	15	17	64	64	57	35	5	32	85	20	25	57	17	39	42	47	57	37	87	0.003772
ZLTQ	2017-03-17T00:00:00	68	1	8	22	10	70	18	43	62	62	47	35	5	33	89	21	25	57	17	41	47	45	74	39	83	-0.000179
ZLTQ	2017-03-24T00:00:00	68	1	3	22	19	81	60	29	60	60	44	35	5	34	80	21	25	57	18	75	50	46	79	37	77	-0.001432
ZLTQ	2017-03-31T00:00:00	68	1	11	22	8	87	81	72	58	58	50	35	5	33	58	21	25	57	18	88	54	43	84	37	76	-0.003405
ZLTQ	2017-04-07T00:00:00	67	1	4	22	19	95	96	26	56	56	39	35	5	32	46	21	25	57	18	98	64	43	85	38	74	0.014566
ZLTQ	2017-04-14T00:00:00	67	1	14	22	6	98	99	30	56	56	46	35	5	32	43	21	25	57	18	100	62	43	84	38	75	-0.000177
ZLTQ	2017-04-21T00:00:00	67	1	12	22	7	97	98	51	51	51	44	35	5	31	43	22	25	57	18	99	66	41	89	50	83	0.001595
ZLTQ	2017-04-28T00:00:00	67	1	5	23	16	98	96	61	35	35	39	35	5	32	49	22	25	57	18	99	66	37	89	50	77	-0.000354
ZM	2019-04-26T00:00:00	40	58	32	83	10	33	40	58	54	54	77	11	5	100	41	29	32	81	17	32	51	53.5	41	26	73	0.068065
ZM	2019-05-03T00:00:00	40	57	15	85	10	33	40	2	54	54	68	10	5	100	41	29	30	82	17	34	51	53.5	41	26	73	0.195711
ZM	2019-05-10T00:00:00	40	57	26	89	10	33	40	10	92	92	86	10	5	100	41	29	28	82	17	33	51	53.5	41	26	73	0.005683
ZM	2019-05-17T00:00:00	40	57	7	89	10	33	40	1	83	83	41	9	5	100	41	29	27	82	17	34	51	53.5	41	26	73	0.129976
ZM	2019-05-24T00:00:00	40	57	21	89	10	33	40	84	95	95	79	10	5	100	41	29	27	82	17	34	51	53.5	41	26	73	-0.152589
ZM	2019-05-31T00:00:00	40	57	15	90	10	33	40	22	93	93	64	9	5	100	41	29	27	82	17	32	51	53.5	41	26	73	0.045639
ZM	2019-06-07T00:00:00	39	1	21	77	10	33	40	2	92	92	91	8	5	100	41	29	8	80	17	33	51	53.5	41	26	73	0.179606
ZM	2019-06-14T00:00:00	39	1	11	78	10	33	40	2	90	90	60	8	5	100	41	29	8	80	17	33	51	53.5	41	26	73	0.066348
ZM	2019-06-21T00:00:00	39	1	15	78	10	37	41	14	87	87	74	8	5	100	41	29	8	80	17	35	51	53.5	41	26	73	0.001795
ZM	2019-06-28T00:00:00	40	1	19	77	10	87	97	93	90	90	85	9	5	100	41	29	8	80	17	95	51	53.5	41	26	73	-0.116254
ZM	2019-07-05T00:00:00	40	1	7	77	10	83	94	62	88	88	41	8	5	100	41	29	8	80	17	92	51	53.5	41	26	73	0.034801
ZM	2019-07-12T00:00:00	39	1	14	77	10	96	99	41	86	86	71	8	5	100	41	29	8	80	17	99	51	53.5	41	26	73	0.015455
ZM	2019-07-19T00:00:00	40	1	19	77	10	42	31	31	85	85	85	8	5	100	41	29	8	80	17	35	51	53.5	41	26	73	0.000857
ZM	2019-07-26T00:00:00	39	1	22	76	10	72	71	9	84	84	39	8	5	100	41	29	8	80	17	72	51	53.5	41	26	73	0.094453
ZM	2019-08-02T00:00:00	39	1	8	74	10	97	100	68	84	84	4	8	5	100	41	29	8	79	17	99	51	53.5	41	26	73	-0.083562
ZM	2019-08-09T00:00:00	37	1	15	71	10	98	99	38	80	80	14	8	5	100	41	29	8	79	17	99	51	53.5	41	26	73	0.005766
ZM	2019-08-16T00:00:00	37	1	10	71	10	97	97	57	73	73	5	8	5	100	41	29	8	79	17	98	51	53.5	41	26	73	-0.017728
ZM	2019-08-23T00:00:00	37	1	12	71	10	51	25	47	69	69	9	8	5	100	41	29	8	79	17	34	51	53.5	41	26	73	-0.009727
ZM	2019-08-30T00:00:00	37	1	7	71	10	71	47	69	67	67	1	8	5	100	41	29	8	78	17	61	51	53.5	41	26	73	0.000437
ZM	2019-09-06T00:00:00	37	1	16	71	10	77	62	95	65	65	16	9	5	100	41	29	8	78	17	74	51	53.5	41	26	73	-0.068288
ZM	2019-09-13T00:00:00	41	1	23	81	10	79	58	98	62	62	86	9	5	100	41	29	13	78	17	72	51	53.5	41	26	73	-0.076806
ZM	2019-09-20T00:00:00	41	1	24	81	10	94	90	74	63	63	88	9	5	100	41	29	13	78	17	94	51	53.5	41	26	73	0.047939
ZM	2019-09-27T00:00:00	42	1	13	81	10	71	41	91	64	64	95	9	5	100	41	29	13	78	17	55	51	53.5	41	26	73	-0.079753
ZM	2019-10-04T00:00:00	42	1	15	81	10	75	68	62	58	58	93	9	5	100	41	29	13	78	17	74	51	53.5	41	26	73	0.006444
ZM	2019-10-11T00:00:00	42	1	11	81	10	66	59	93	59	59	78	10	5	100	41	29	13	78	17	63	51	53.5	41	26	73	-0.067686
ZM	2019-10-18T00:00:00	42	2	18	81	10	64	59	96	60	60	94	11	5	100	41	29	13	78	17	62	51	53.5	41	26	73	-0.073861
ZM	2019-10-25T00:00:00	41	2	10	80	10	58	45	95	58	58	75	11	5	100	41	29	13	78	17	51	51	53.5	41	26	73	-0.0398
ZM	2019-11-01T00:00:00	41	1	14	79	10	30	20	36	71	71	88	10	5	100	41	29	13	78	17	21	51	53.5	41	26	73	0.109377

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