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 ⌀
ZNTL	2021-03-05T00:00:00	12	69	11	12	17	55	19	24	62	62	27	42	22	5	44.5	30	4	79	9	37	69	88	87	43	87	0.006898
ZNTL	2021-03-12T00:00:00	12	69	2	12	53	49	17	3	70	70	2	40	22	15	44.5	30	4	79	9	32	64	80	89	44	84	0.201276
ZNTL	2021-03-19T00:00:00	12	71	9	12	22	11	3	77	74	74	21	42	22	7	44.5	30	4	79	9	4	58	81	91	39	64	-0.13589
ZNTL	2021-03-26T00:00:00	10	59	14	9	13	5	1	71	73	73	30	42	22	5	44.5	30	6	82	9	2	59	82	91	39	66	-0.063041
ZNTL	2021-04-02T00:00:00	11	58	6	9	30	3	1	40	73	73	16	42	22	10	93	30	7	82	9	1	57	80	91	40	72	0.052708
ZNTL	2021-04-09T00:00:00	11	60	5	9	37	2	1	95	74	74	13	44	22	11	92	30	7	83	9	1	64	91	84	51	65	-0.136825
ZNTL	2021-04-16T00:00:00	13	57	2	9	49	3	3	1	86	86	3	39	22	82	85	30	7	80	9	2	76	77	78	52	66	0.354718
ZNTL	2021-04-23T00:00:00	13	54	12	9	16	16	54	1	87	87	33	37	22	73	58	30	7	79	9	32	83	71	76	49	85	0.16693
ZNTL	2021-04-30T00:00:00	13	54	3	9	44	25	59	5	87	87	6	37	22	81	53	30	7	79	9	41	83	74	75	49	84	0.003044
ZNTL	2021-05-07T00:00:00	13	53	9	9	21	58	84	18	87	87	24	37	22	74	38	30	7	79	9	74	82	74	75	49	84	-0.00236
ZNTL	2021-05-14T00:00:00	13	54	4	9	37	32	40	28	87	87	8	37	22	79	21	30	7	79	9	34	89	81	74	36	93	-0.006083
ZNTL	2021-05-21T00:00:00	9	47	14	4	13	17	32	57	86	86	29	37	22	19	17	30	12	83	9	21	87	79	67	45	94	-0.013431
ZNTL	2021-05-28T00:00:00	9	48	3	4	41	29	50	85	85	85	5	38	22	29	15	30	13	84	9	36	89	82	65	47	92	-0.037567
ZNTL	2021-06-04T00:00:00	8	48	10	4	22	10	6	98	82	82	18	40	22	23	30	30	14	85	9	6	86	82	73	55	90	-0.064458
ZNTL	2021-06-11T00:00:00	9	47	19	4	10	83	93	50	81	81	32	39	22	19	27	30	14	84	9	92	86	80	73	49	91	0.074833
ZNTL	2021-06-18T00:00:00	8	47	16	4	13	96	98	95	82	82	28	40	22	21	8	30	14	85	9	98	85	85	62	37	91	-0.107016
ZNTL	2021-06-25T00:00:00	8	47	8	4	27	95	98	84	75	75	14	40	22	26	14	30	14	85	9	98	84	85	63	39	90	0.026321
ZNTL	2021-07-02T00:00:00	8	47	6	4	31	94	97	91	69	69	11	41	22	27	12	30	14	86	9	97	85	87	63	40	91	-0.033223
ZNTL	2021-07-09T00:00:00	8	47	4	4	35	97	95	19	70	70	7	40	22	27	18	30	14	85	9	98	84	88	54	39	90	0.051648
ZNTL	2021-07-16T00:00:00	8	47	26	4	5	95	84	77	72	72	46	40	22	19	26	30	14	86	9	92	82	87	56	35	90	-0.094974
ZNTL	2021-07-23T00:00:00	8	47	4	4	35	85	55	16	73	73	7	39	22	32	20	30	14	85	9	73	88	94	50	40	88	0.076647
ZNTL	2021-07-30T00:00:00	8	47	21	4	8	65	18	9	73	73	40	38	22	23	29	30	14	85	9	42	89	93	56	47	89	0.043538
ZNTL	2021-08-06T00:00:00	8	48	5	4	31	78	51	23	72	72	10	39	22	33	27	30	14	85	9	69	88	92	52	45	88	-0.003571
ZNTL	2021-08-13T00:00:00	7	44	15	2	15	42	15	35	69	69	23	37	22	24	54	30	12	86	9	23	89	92	49	51	87	-0.007922
ZNTL	2021-08-20T00:00:00	8	45	4	2	37	47	11	5	67	67	6	36	22	32	45	30	13	86	9	24	90	96	44	40	89	0.05057
ZNTL	2021-08-27T00:00:00	8	45	11	2	23	34	17	3	71	71	18	34	22	27	38	30	12	85	9	20	88	97	48	56	87	0.161238
ZNTL	2021-09-03T00:00:00	8	44	23	2	9	62	62	6	69	69	36	34	22	21	51	30	13	85	9	66	98	98	46	54	85	0.033816
ZNTL	2021-09-10T00:00:00	9	45	4	2	44	27	31	3	68	68	5	33	22	33	48	30	13	85	9	26	96	99	79	59	85	0.050648
ZNTL	2021-09-17T00:00:00	9	45	7	2	34	64	72	9	67	67	11	33	22	31	44	30	12	84	9	72	94	98	70	66	78	0.008321
ZNTL	2021-09-24T00:00:00	8	44	11	2	24	76	89	82	73	73	18	35	22	28	55	30	13	85	9	86	90	97	70	66	67	-0.117245
ZNTL	2021-10-01T00:00:00	9	44	9	2	26	71	75	23	73	73	15	34	22	30	32	30	12	85	9	77	92	98	68	67	43	0.082044
ZNTL	2021-10-08T00:00:00	9	45	3	2	46	70	71	3	76	76	3	32	22	35	9	30	12	83	9	74	94	98	78	77	42	0.139133
ZNTL	2021-10-15T00:00:00	9	44	6	2	37	85	88	18	76	76	10	32	22	33	9	30	12	83	9	89	94	98	73	79	44	-0.020531
ZNTL	2021-10-22T00:00:00	9	45	3	2	47	94	97	9	75	75	3	32	22	36	12	30	12	83	9	97	85	95	63	79	22	0.040454
ZNTL	2021-10-29T00:00:00	9	45	8	2	29	92	96	15	73	73	17	31	22	31	9	30	12	83	9	96	85	95	63	77	23	0.032208
ZNTL	2021-11-05T00:00:00	9	44	17	2	14	96	98	22	68	68	33	31	22	26	7	30	12	83	9	98	67	94	54	77	40	0.027971
ZNTL	2021-11-12T00:00:00	32	51	11	7	20	96	97	76	70	70	72	32	22	24	14	30	12	83	9	98	74	92	43	71	42	-0.062281
ZNTL	2021-11-19T00:00:00	30	47	24	7	7	90	48	56	67	67	84	31	22	18	6	30	12	82	9	74	82	95	34	68	48	0.001161
ZNTL	2021-11-26T00:00:00	29	46	3	7	44	95	89	55	66	66	54	31	22	26	8	30	12	82	9	94	81	92	19	72	64	-0.023573
ZNTL	2021-12-03T00:00:00	29	46	7	7	31	97	99	58	61	61	63	31	22	20	8	30	12	82	9	99	75	88	20	72	61	-0.040897
ZNTL	2021-12-10T00:00:00	29	46	12	7	19	97	96	82	59	59	71	31	22	17	16	30	12	82	9	98	84	86	16	72	64	-0.019945
ZNTL	2021-12-17T00:00:00	29	47	17	7	13	96	96	6	62	62	77	29	22	14	11	30	12	81	9	97	69	73	27	61	79	0.124211
ZNTL	2021-12-24T00:00:00	29	47	4	7	41	96	95	4	61	61	56	29	22	23	5	30	12	81	9	97	69	92	36	54	88	0.04819
ZNTL	2021-12-31T00:00:00	29	47	12	8	22	93	90	12	60	60	71	29	22	16	15	30	12	81	9	94	57	97	43	59	58	0.001191
ZNTL	2022-01-07T00:00:00	29	48	6	7	35	92	58	91	72	72	68	31	22	20	48	30	12	82	9	79	63	97	34	69	55	-0.169998
ZNTL	2022-01-14T00:00:00	29	47	25	8	8	93	64	84	72	72	100	32	22	7	52	30	12	82	9	82	63	95	37	71	58	-0.031962
ZNTL	2022-01-21T00:00:00	29	49	5	8	38	91	61	92	76	76	83	33	22	24	82	30	12	83	9	81	50	92	27	76	62	-0.170714
ZNTL	2022-01-28T00:00:00	29	49	10	8	24	91	50	89	74	74	91	34	22	18	95	30	12	83	9	72	41	91	26	68	59	-0.07338
ZNTL	2022-02-04T00:00:00	29	48	26	8	7	85	36	86	72	72	100	34	22	10	95	30	12	83	9	60	36	88	28	68	66	0.022351
ZNTL	2022-02-11T00:00:00	29	49	5	8	38	98	95	90	71	71	85	35	22	21	98	30	12	83	9	98	31	83	15	66	70	-0.036185
ZNTL	2022-02-18T00:00:00	29	49	19	8	12	97	98	90	70	70	97	36	22	13	99	30	12	84	9	99	27	85	11	70	73	-0.068048
ZNTL	2022-02-25T00:00:00	13	46	30	7	26	97	96	34	71	71	73	34	22	17	98	30	12	80	9	98	29	82	18	74	71	0.076794
ZNTL	2022-03-04T00:00:00	13	47	32	7	19	79	30	85	70	70	75	36	22	16	99	30	11	81	9	52	19	72	10	65	73	-0.112042
ZNTL	2022-03-11T00:00:00	13	47	29	8	27	71	26	80	67	67	72	36	22	19	98	30	11	81	9	46	17	65	11	60	72	-0.0316
ZNTL	2022-03-18T00:00:00	13	47	22	8	45	43	15	28	70	70	63	35	22	25	99	30	11	80	9	28	16	71	16	58	65	0.139814
ZNTL	2022-03-25T00:00:00	13	47	24	8	42	39	13	85	68	68	64	36	22	25	99	30	12	81	9	25	22	70	29	55	60	-0.082107
ZNTL	2022-04-01T00:00:00	13	46	36	8	15	40	12	62	66	66	80	36	22	15	99	30	12	81	9	23	19	63	27	54	55	0.00888
ZNTL	2022-04-08T00:00:00	12	50	29	8	33	40	11	100	78	78	71	40	22	22	100	47	12	83	7	23	26	57	56	43	39	-0.270717
ZNTL	2022-04-15T00:00:00	11	55	27	8	36	34	11	100	81	81	6	43	22	26	99	47	12	84	7	21	34	58	39	42	33	-0.220489
ZNTL	2022-04-22T00:00:00	11	58	33	8	20	43	29	100	81	81	23	45	22	20	99	47	12	85	7	34	34	64	46	38	26	-0.149547
ZNTL	2022-04-29T00:00:00	12	55	24	8	38	35	17	51	85	85	2	42	22	27	99	47	12	83	7	25	56	73	49	32	17	0.17762
ZNTL	2022-05-06T00:00:00	9	51	15	4	18	34	18	90	85	85	23	45	22	17	98	58	16	88	4	24	65	74	47	26	11	-0.159125
ZNTL	2022-05-13T00:00:00	10	53	15	5	17	36	54	80	82	82	21	45	22	19	97	49	15	88	4	41	65	74	48	27	11	-0.079372
ZNTL	2022-05-20T00:00:00	10	50	33	5	4	30	15	50	83	83	51	44	22	10	98	49	14	88	4	18	63	79	40	18	11	0.091573
ZNTL	2022-05-27T00:00:00	11	50	4	5	35	29	22	12	82	82	1	43	22	29	99	49	14	87	4	21	62	79	41	21	12	0.104418
ZNTL	2022-06-03T00:00:00	11	47	31	5	5	16	2	3	83	83	44	42	22	12	98	49	14	87	4	7	60	78	30	25	21	0.091717
ZNTL	2022-06-10T00:00:00	11	51	27	5	6	10	1	75	81	81	36	43	22	13	98	48	14	88	4	4	57	68	34	23	25	-0.138046
ZNTL	2022-06-17T00:00:00	11	50	14	5	15	9	1	57	78	78	18	43	22	21	98	48	14	88	4	4	72	81	29	13	36	-0.050666
ZNTL	2022-06-24T00:00:00	12	46	32	5	4	13	8	3	83	83	47	40	22	11	97	48	14	86	4	9	61	90	31	13	29	0.281773
ZNTL	2022-07-01T00:00:00	12	46	17	5	12	10	5	3	81	81	22	40	22	19	95	48	14	86	4	6	61	93	33	10	31	0.024347
ZNTL	2022-07-08T00:00:00	12	46	31	5	4	12	10	10	79	79	47	40	22	11	80	48	14	86	4	10	61	94	34	11	34	0.024457
ZNTL	2022-07-15T00:00:00	12	45	20	5	9	14	24	5	76	76	26	39	22	26	75	47	14	86	4	18	60	93	34	11	37	0.028917
ZNTL	2022-07-22T00:00:00	11	47	32	5	4	17	47	83	77	77	52	41	22	17	73	61	14	87	5	30	60	95	41	12	33	-0.108497
ZNTL	2022-07-29T00:00:00	11	47	12	5	16	20	81	41	76	76	16	40	22	28	76	60	14	86	5	46	60	93	45	18	35	0.070381
ZNTL	2022-08-05T00:00:00	11	47	10	5	17	17	27	32	73	73	13	40	22	31	47	59	14	86	5	20	57	92	48	18	35	0.052055
ZNTL	2022-08-12T00:00:00	13	56	16	10	10	17	41	87	72	72	23	39	22	9	45	39	9	83	4	27	57	94	45	19	36	-0.07194
ZNTL	2022-08-19T00:00:00	13	57	3	10	26	26	90	92	71	71	3	39	22	18	43	37	9	83	4	58	54	95	49	19	33	-0.080323
ZNTL	2022-08-26T00:00:00	13	57	14	10	11	31	91	80	70	70	20	39	22	11	41	37	9	83	5	60	60	93	51	23	23	-0.008391
ZNTL	2022-09-02T00:00:00	13	55	4	10	23	30	89	11	64	64	6	38	22	17	32	37	9	82	5	59	61	96	45	17	35	0.055769
ZNTL	2022-09-09T00:00:00	14	53	16	10	9	38	90	7	65	65	24	37	22	10	13	37	9	82	5	64	60	96	44	15	34	0.08306
ZNTL	2022-09-16T00:00:00	13	56	23	10	5	26	36	92	72	72	36	40	22	7	22	37	9	83	5	27	55	96	49	14	38	-0.197444
ZNTL	2022-09-23T00:00:00	13	58	8	10	16	29	74	90	72	72	13	41	22	14	27	37	9	83	5	49	56	96	48	14	38	-0.13202
ZNTL	2022-09-30T00:00:00	13	58	19	10	8	31	82	61	71	71	29	40	22	9	25	37	9	83	5	59	60	97	62	9	36	0.045872
ZNTL	2022-10-07T00:00:00	13	58	20	10	7	21	24	68	69	69	33	40	22	8	10	37	9	83	5	17	61	97	63	10	40	-0.003693
ZNTL	2022-10-14T00:00:00	13	56	24	10	5	21	21	12	70	70	47	39	22	7	8	37	9	83	5	18	57	97	58	15	47	0.069045
ZNTL	2022-10-21T00:00:00	13	57	26	10	4	22	25	66	69	69	57	40	22	5	8	37	9	83	5	21	57	97	48	14	53	-0.032076
ZNTL	2022-10-28T00:00:00	13	56	17	10	9	29	77	8	71	71	34	39	22	10	9	37	9	82	6	53	57	94	48	13	54	0.128974
ZNTL	2022-11-04T00:00:00	13	56	30	10	4	36	92	33	70	70	63	39	22	5	9	37	9	82	6	66	56	93	41	11	54	-0.032527
ZNTL	2022-11-11T00:00:00	15	54	15	12	10	22	14	87	69	69	72	41	22	9	14	41	11	82	6	16	63	96	44	17	46	-0.107831
ZNTL	2022-11-18T00:00:00	15	54	7	12	17	20	16	67	67	67	61	41	22	16	9	40	10	81	6	16	64	96	45	14	48	0.020221
ZNTL	2022-11-25T00:00:00	15	55	26	12	4	23	30	86	63	63	83	41	22	5	13	30	10	81	6	25	69	95	41	14	52	-0.025676
ZNTL	2022-12-02T00:00:00	15	55	25	12	5	23	26	60	60	60	83	41	22	5	17	30	10	81	6	23	63	95	35	16	51	0.01202
ZNTL	2022-12-09T00:00:00	15	56	24	12	5	30	60	88	62	62	83	43	22	5	17	30	10	82	6	44	61	96	33	20	50	-0.11101
ZNTL	2022-12-16T00:00:00	15	58	5	12	21	27	37	61	61	61	56	42	22	18	12	29	10	82	6	30	59	98	15	25	52	0.017986
ZNTL	2022-12-23T00:00:00	15	58	26	12	4	35	78	83	61	61	86	43	22	4	14	29	10	82	6	56	52	99	34	26	61	-0.077234
ZNTL	2022-12-30T00:00:00	15	55	21	12	6	34	73	15	65	65	79	42	22	6	14	29	10	81	6	51	50	98	28	35	72	0.101751
ZNTL	2023-01-06T00:00:00	16	56	25	13	4	24	18	23	63	63	81	42	22	4	18	29	10	81	6	19	30	93	29	44	80	0.053128
ZNTL	2023-01-13T00:00:00	16	54	10	13	15	26	28	8	67	67	90	40	22	9	13	29	10	80	6	25	21	91	33	43	78	0.17586
ZNTL	2023-01-20T00:00:00	16	54	10	13	14	25	21	35	67	67	88	41	22	7	12	30	10	80	7	21	24	94	38	38	77	-0.047715
ZNTL	2023-01-27T00:00:00	15	56	3	13	30	25	23	53	67	67	76	41	22	12	18	30	10	81	7	21	25	93	40	42	79	-0.008842

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