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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 ⌀
ZLAB	2018-05-11T00:00:00	14	64	11	15	57	11	7	72	65	65	99	50	26	15	53.5	24	2	72	15	6	35	49	44	31	57	0.049889
ZLAB	2018-05-18T00:00:00	14	64	3	16	57	16	28	32	68	68	95	50	26	41	53.5	24	2	72	15	18	35	49	44	31	57	0.058078
ZLAB	2018-05-25T00:00:00	15	60	18	16	57	22	34	2	87	87	100	46	26	5	53.5	24	2	71	15	25	35	49	44	31	57	0.232036
ZLAB	2018-06-01T00:00:00	14	62	6	16	100	26	54	25	87	87	97	47	26	9	53.5	24	2	71	15	37	8	45	43	43	79	-0.052653
ZLAB	2018-06-08T00:00:00	15	61	6	16	62	25	62	19	86	86	97	47	26	10	53.5	24	2	71	15	41	8	43	45	42	81	0.014964
ZLAB	2018-06-15T00:00:00	15	61	13	16	40	15	21	39	85	85	99	48	26	6	53.5	24	2	71	15	15	8	45	48	40	85	0.008846
ZLAB	2018-06-22T00:00:00	15	61	11	16	47	11	13	62	83	83	99	48	26	7	53.5	24	2	71	15	9	10	47	57	49	76	-0.024635
ZLAB	2018-06-29T00:00:00	14	61	1	16	81	6	5	44	81	81	95	48	26	15	53.5	24	2	71	15	4	7	39	59	53	69	-0.004709
ZLAB	2018-07-06T00:00:00	14	61	19	16	28	9	11	85	79	79	100	48	26	4	53.5	24	2	71	15	8	7	39	56	53	71	-0.010753
ZLAB	2018-07-13T00:00:00	14	61	5	16	64	15	40	32	77	77	97	47	26	9	53.5	24	2	71	15	23	8	41	56	56	71	0.023478
ZLAB	2018-07-20T00:00:00	15	61	20	16	27	88	96	20	76	76	100	47	26	3	53.5	24	2	71	15	94	8	42	53	54	74	0.024639
ZLAB	2018-07-27T00:00:00	14	61	12	16	45	73	85	84	78	78	99	48	26	5	53.5	24	2	71	15	83	7	51	52	47	73	-0.077944
ZLAB	2018-08-03T00:00:00	14	63	1	16	80	61	86	95	68	68	88	50	26	12	53.5	24	2	71	15	77	9	55	45	52	71	-0.094874
ZLAB	2018-08-10T00:00:00	14	62	7	15	57	62	85	42	74	74	97	49	26	8	53.5	24	2	70	15	78	10	49	44	46	70	0.092896
ZLAB	2018-08-17T00:00:00	15	61	15	15	36	49	64	36	71	71	100	49	26	5	53.5	24	2	70	15	58	10	50	42	45	71	0.008636
ZLAB	2018-08-24T00:00:00	15	62	18	15	29	54	73	18	70	70	100	48	26	4	53.5	24	2	70	15	67	9	45	45	45	67	0.036052
ZLAB	2018-08-31T00:00:00	13	59	8	15	76	42	36	55	69	69	89	49	26	2	53.5	24	19	74	15	36	9	40	31	69	69	-0.011309
ZLAB	2018-09-07T00:00:00	12	62	9	15	75	54	64	99	86	86	90	53	26	3	53.5	24	19	75	15	62	10	42	60	59	62	-0.216454
ZLAB	2018-09-14T00:00:00	12	61	11	15	64	64	79	84	85	85	93	52	26	3	53.5	24	19	75	15	76	9	45	49	54	65	0.033127
ZLAB	2018-09-21T00:00:00	12	61	11	15	64	30	22	63	84	84	93	52	26	3	75	24	19	75	15	22	9	46	52	58	67	0.042391
ZLAB	2018-09-28T00:00:00	12	60	17	15	38	14	10	26	83	83	99	51	26	2	32	24	19	75	15	9	9	43	53	61	63	0.015641
ZLAB	2018-10-05T00:00:00	12	61	15	15	49	30	42	75	81	81	96	52	26	3	25	24	19	75	15	33	8	42	58	55	48	-0.063142
ZLAB	2018-10-12T00:00:00	12	63	6	15	81	34	58	97	83	83	68	53	26	3	37	24	19	75	15	44	5	21	68	46	34	-0.139726
ZLAB	2018-10-19T00:00:00	12	62	8	15	76	50	75	61	83	83	72	52	26	3	46	24	19	75	15	65	16	24	82	13	37	0.042675
ZLAB	2018-10-26T00:00:00	12	61	21	15	27	52	60	32	81	81	100	52	26	3	49	24	19	75	15	58	29	38	84	4	72	0.01405
ZLAB	2018-11-02T00:00:00	12	61	11	15	67	11	3	25	77	77	85	52	26	2	24	24	19	75	15	5	27	37	84	4	72	0.038554
ZLAB	2018-11-09T00:00:00	12	61	19	15	34	14	7	60	75	75	99	52	26	3	41	24	19	75	15	8	29	35	80	5	73	-0.019142
ZLAB	2018-11-16T00:00:00	12	60	18	14	38	16	12	9	67	67	99	51	26	2	46	24	19	74	15	11	32	60	72	4	80	0.063868
ZLAB	2018-11-23T00:00:00	12	60	11	14	67	20	30	45	70	70	92	51	26	2	54	24	19	75	15	21	33	54	75	4	64	-0.044469
ZLAB	2018-11-30T00:00:00	13	59	20	14	31	15	18	2	78	78	100	50	26	2	28	24	19	74	15	13	17	41	91	6	62	0.147179
ZLAB	2018-12-07T00:00:00	13	58	19	14	33	8	5	2	76	76	100	48	26	2	16	24	19	73	15	5	29	38	93	4	68	0.044118
ZLAB	2018-12-14T00:00:00	13	56	14	14	54	14	20	1	78	78	95	45	26	2	11	24	19	72	15	14	30	69	81	1	80	0.135988
ZLAB	2018-12-21T00:00:00	14	57	13	14	56	19	44	29	77	77	95	47	26	2	39	24	19	72	15	29	29	66	86	2	82	-0.127405
ZLAB	2018-12-28T00:00:00	14	57	8	14	77	20	50	2	76	76	86	45	26	2	18	24	19	72	15	32	29	63	86	2	74	0.10828
ZLAB	2019-01-04T00:00:00	14	56	14	14	55	21	38	72	73	73	93	46	26	13	9	24	19	72	15	27	36	71	81	1	86	-0.027409
ZLAB	2019-01-11T00:00:00	14	56	10	14	70	34	82	8	74	74	80	45	26	13	7	24	19	72	15	58	34	70	87	3	80	0.118182
ZLAB	2019-01-18T00:00:00	14	56	17	14	42	30	62	10	73	73	96	44	26	11	8	24	19	72	15	45	34	73	87	3	83	0.056911
ZLAB	2019-01-25T00:00:00	14	57	13	14	57	63	93	29	73	73	88	44	26	12	5	24	19	72	15	81	36	74	89	4	85	-0.012308
ZLAB	2019-02-01T00:00:00	14	56	10	14	69	80	95	10	72	72	72	44	26	12	3	24	19	71	15	91	28	67	91	15	56	0.059579
ZLAB	2019-02-08T00:00:00	14	55	7	14	82	96	99	3	73	73	72	42	26	14	2	24	19	71	15	99	28	55	92	10	33	0.123117
ZLAB	2019-02-15T00:00:00	14	57	16	14	45	88	97	65	76	76	72	43	26	11	3	24	19	71	15	94	27	60	97	6	53	-0.082134
ZLAB	2019-02-22T00:00:00	14	57	8	15	77	97	100	54	74	74	72	43	26	13	4	24	19	71	15	99	27	61	97	6	55	0.01533
ZLAB	2019-03-01T00:00:00	15	57	7	14	81	95	88	29	72	72	72	43	26	13	4	24	19	71	15	95	29	62	97	8	58	0.043539
ZLAB	2019-03-08T00:00:00	9	21	9	7	65	98	98	64	72	72	10	44	26	40	4	24	32	84	15	99	27	64	98	10	61	-0.066285
ZLAB	2019-03-15T00:00:00	8	21	9	7	70	99	98	26	71	71	8	43	26	40	12	24	32	84	15	99	24	63	98	12	57	0.044685
ZLAB	2019-03-22T00:00:00	9	21	10	7	27	98	91	37	69	69	37	43	26	38	7	24	32	84	15	97	26	62	98	12	60	0.004139
ZLAB	2019-03-29T00:00:00	9	20	9	6	52	97	96	26	67	67	17	41	26	39	11	24	33	83	15	98	26	61	98	12	57	0.013741
ZLAB	2019-04-05T00:00:00	9	20	9	6	68	99	99	8	67	67	10	40	26	40	7	24	32	82	15	100	24	58	99	14	66	0.066757
ZLAB	2019-04-12T00:00:00	9	20	9	6	66	97	70	31	66	66	13	40	26	40	20	24	32	82	15	88	21	59	100	13	67	-0.004447
ZLAB	2019-04-19T00:00:00	9	20	9	6	81	97	69	76	66	66	2	41	26	40	27	24	32	82	15	88	23	64	100	15	69	-0.06254
ZLAB	2019-04-26T00:00:00	9	21	9	6	68	98	86	91	64	64	12	42	26	39	43	24	32	83	15	95	24	65	99	14	65	-0.040844
ZLAB	2019-05-03T00:00:00	9	21	8	6	49	92	55	95	65	65	27	43	26	49	52	24	30	84	15	77	25	67	99	18	65	-0.06423
ZLAB	2019-05-10T00:00:00	9	21	5	7	54	92	77	35	66	66	17	42	26	52	56	24	27	84	15	89	32	70	100	16	71	0.066743
ZLAB	2019-05-17T00:00:00	8	20	4	7	41	91	73	63	64	64	25	42	26	52	66	24	26	84	15	87	38	63	95	27	83	-0.033061
ZLAB	2019-05-24T00:00:00	8	21	4	7	57	93	78	66	62	62	14	42	26	53	49	24	25	85	15	90	41	62	97	29	79	-0.032721
ZLAB	2019-05-31T00:00:00	8	21	4	7	40	96	92	50	61	61	26	42	26	52	65	24	25	85	15	97	42	62	96	26	78	-0.003801
ZLAB	2019-06-07T00:00:00	9	21	4	7	41	95	84	15	63	63	24	41	26	53	58	24	25	84	15	94	41	64	96	26	75	0.062572
ZLAB	2019-06-14T00:00:00	9	21	4	7	26	90	44	2	71	71	35	39	26	51	54	24	24	83	15	70	36	58	98	16	84	0.129982
ZLAB	2019-06-21T00:00:00	9	20	4	7	43	82	22	3	70	70	22	38	26	53	48	24	24	83	15	51	56	70	97	19	85	0.073403
ZLAB	2019-06-28T00:00:00	9	20	4	7	70	60	11	6	68	68	8	38	26	54	51	24	24	83	15	32	55	71	96	19	85	0.032268
ZLAB	2019-07-05T00:00:00	9	20	4	7	39	83	42	4	66	66	25	38	26	53	44	24	24	82	15	64	51	69	96	20	84	0.040723
ZLAB	2019-07-12T00:00:00	9	20	4	7	43	78	34	14	64	64	23	37	26	50	61	24	24	82	15	55	50	69	95	19	85	0.001653
ZLAB	2019-07-19T00:00:00	9	20	4	7	74	70	26	40	64	64	5	38	26	51	50	24	24	82	15	47	47	70	99	17	79	-0.020908
ZLAB	2019-07-26T00:00:00	9	20	4	7	69	76	44	67	62	62	8	38	26	51	70	24	25	83	15	61	46	56	99	18	78	-0.016297
ZLAB	2019-08-02T00:00:00	9	21	4	7	70	86	73	90	68	68	9	40	26	51	91	24	25	83	15	83	42	63	97	30	81	-0.100543
ZLAB	2019-08-09T00:00:00	9	20	4	7	44	97	96	68	65	65	72	39	26	51	90	24	25	82	15	98	57	70	89	29	78	0.005081
ZLAB	2019-08-16T00:00:00	9	20	4	7	56	98	98	20	65	65	72	38	26	52	72	24	25	82	15	99	47	78	88	24	74	0.065719
ZLAB	2019-08-23T00:00:00	10	20	4	7	45	98	98	4	65	65	72	36	26	52	32	24	25	81	15	99	29	40	100	37	57	0.093389
ZLAB	2019-08-30T00:00:00	9	20	4	7	56	98	98	81	71	71	72	38	26	52	82	24	25	82	15	99	42	54	100	30	52	-0.115781
ZLAB	2019-09-06T00:00:00	12	23	4	9	39	98	96	40	70	70	72	38	26	3	95	24	24	81	15	99	39	50	98	33	51	0.053665
ZLAB	2019-09-13T00:00:00	11	24	4	9	64	98	89	74	66	66	72	38	26	4	96	24	24	81	15	96	30	51	98	31	33	-0.011932
ZLAB	2019-09-20T00:00:00	12	24	5	9	65	96	65	22	65	65	72	38	26	3	93	24	24	81	15	85	29	54	99	24	35	0.025331
ZLAB	2019-09-27T00:00:00	11	24	4	9	81	84	27	88	67	67	72	39	26	3	95	46	24	81	4	55	25	55	98	30	43	-0.085033
ZLAB	2019-10-04T00:00:00	12	24	4	9	54	86	37	53	66	66	72	38	26	3	95	46	24	80	4	62	27	58	97	29	55	0.022292
ZLAB	2019-10-11T00:00:00	12	24	4	10	30	95	76	65	64	64	72	38	26	4	99	46	24	80	4	88	30	61	98	25	57	-0.001843
ZLAB	2019-10-18T00:00:00	12	23	4	9	42	98	96	17	65	65	72	38	26	4	98	46	24	80	4	98	34	74	96	34	46	0.047385
ZLAB	2019-10-25T00:00:00	12	23	4	9	32	87	36	85	65	65	72	39	26	3	97	45	24	81	4	64	36	78	92	36	31	-0.052291
ZLAB	2019-11-01T00:00:00	12	23	4	10	40	93	68	11	66	66	72	38	26	3	92	46	24	80	4	85	38	58	95	29	30	0.103224
ZLAB	2019-11-08T00:00:00	12	23	4	10	55	90	48	9	62	62	72	37	26	16	95	44	24	80	5	75	38	54	93	37	26	0.056477
ZLAB	2019-11-15T00:00:00	12	22	4	10	44	93	69	6	60	60	72	36	26	16	93	44	24	79	5	88	42	51	89	32	28	0.035372
ZLAB	2019-11-22T00:00:00	12	23	4	10	80	72	22	27	60	60	72	37	26	19	93	44	24	79	4	43	44	53	91	32	30	-0.020036
ZLAB	2019-11-29T00:00:00	12	22	4	10	72	82	31	12	60	60	72	36	26	18	81	44	24	79	5	56	41	54	91	32	30	0.04325
ZLAB	2019-12-06T00:00:00	12	22	4	10	26	80	34	8	56	56	72	36	26	14	73	44	24	79	5	56	43	54	92	35	30	0.037186
ZLAB	2019-12-13T00:00:00	12	22	4	10	47	88	65	8	55	55	72	35	26	16	74	43	24	79	5	81	41	50	92	35	27	0.04312
ZLAB	2019-12-20T00:00:00	12	23	4	10	67	71	22	87	63	63	72	37	26	17	93	44	24	80	5	44	48	69	96	26	22	-0.094287
ZLAB	2019-12-27T00:00:00	12	23	4	10	69	93	80	59	63	63	72	36	26	17	82	43	24	80	5	90	45	68	95	26	21	0.032051
ZLAB	2020-01-03T00:00:00	12	23	4	10	37	96	92	82	62	62	72	36	26	15	87	43	24	80	5	97	45	70	91	26	24	-0.015155
ZLAB	2020-01-10T00:00:00	12	23	4	10	61	97	95	17	60	60	72	36	26	16	69	58	24	79	5	98	44	69	93	21	25	0.045156
ZLAB	2020-01-17T00:00:00	13	21	4	10	52	96	90	3	77	77	72	32	26	14	26	57	24	78	5	96	18	54	46	23	19	0.28168
ZLAB	2020-01-24T00:00:00	13	20	21	10	76	96	90	4	76	76	76	31	26	11	21	16	27	76	5	96	20	57	44	20	17	0.030885
ZLAB	2020-01-31T00:00:00	13	21	22	10	43	97	92	28	77	77	96	32	26	5	14	16	27	77	5	97	16	53	40	20	20	-0.068506
ZLAB	2020-02-07T00:00:00	13	21	21	10	72	98	95	7	76	76	80	31	26	10	11	16	27	76	5	98	14	59	48	20	19	0.088841
ZLAB	2020-02-14T00:00:00	13	21	21	10	49	89	35	4	75	75	94	30	26	6	12	16	27	75	5	64	12	60	47	20	16	0.090238
ZLAB	2020-02-21T00:00:00	13	21	21	10	76	92	53	21	75	75	79	30	26	11	16	16	27	75	5	78	15	54	38	31	10	-0.023294
ZLAB	2020-02-28T00:00:00	13	21	21	10	55	91	36	23	72	72	95	30	26	7	13	17	26	75	5	68	56	68	48	21	30	-0.070196
ZLAB	2020-03-06T00:00:00	13	21	21	10	44	95	79	46	71	71	98	30	26	6	21	17	26	76	5	91	53	61	46	25	27	-0.02565
ZLAB	2020-03-13T00:00:00	14	21	21	9	48	99	98	13	57	57	97	28	26	7	18	18	26	74	5	99	81	81	52	12	82	-0.035101
ZLAB	2020-03-20T00:00:00	16	21	12	11	61	99	98	16	46	46	95	27	26	10	12	16	28	71	2	99	80	79	66	13	80	-0.07024
ZLAB	2020-03-27T00:00:00	16	21	12	11	59	99	96	27	29	29	95	27	26	9	11	16	28	71	2	99	79	73	54	17	79	0.060562
ZLAB	2020-04-03T00:00:00	17	21	8	11	75	99	97	17	26	26	89	26	26	13	11	16	28	71	2	99	75	74	50	19	77	0.011578

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