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	2023-02-03T00:00:00	15	56	4	13	28	22	17	78	66	66	76	42	22	12	25	30	10	81	7	17	24	92	39	42	81	-0.01062
ZNTL	2023-02-10T00:00:00	15	58	22	13	6	26	24	94	67	67	99	43	22	3	30	29	10	82	7	23	25	92	45	30	85	-0.117647
ZNTL	2023-02-17T00:00:00	15	58	23	13	5	26	19	94	67	67	99	44	22	3	26	26	10	82	7	21	26	96	44	31	81	-0.037956
ZNTL	2023-02-24T00:00:00	15	59	5	13	22	31	54	88	66	66	85	45	22	10	27	60	10	82	7	40	4	97	44	31	80	-0.056146
ZNTL	2023-03-03T00:00:00	15	57	18	12	32	28	71	59	65	65	82	43	22	12	34	24	10	81	7	46	11	71	35	37	86	0.045016
ZNTL	2023-03-10T00:00:00	15	60	19	12	30	49	92	91	68	68	85	45	22	11	36	25	9	82	7	78	11	62	35	60	79	-0.172308
ZNTL	2023-03-17T00:00:00	16	55	32	12	7	41	82	13	72	72	99	43	22	3	20	25	9	80	7	67	63	88	62	38	89	0.166667
ZNTL	2023-03-24T00:00:00	15	59	20	12	27	33	58	77	71	71	89	44	22	10	25	24	9	81	6	45	72	84	65	32	89	-0.089219
ZNTL	2023-03-31T00:00:00	15	59	25	12	16	24	45	71	69	69	95	45	22	7	38	24	8	81	6	28	72	82	65	30	89	0.002915
ZNTL	2023-04-07T00:00:00	15	58	28	12	10	17	8	30	69	69	47	44	3	4	46	24	8	81	6	9	70	81	74	21	87	0.044767
ZNTL	2023-04-14T00:00:00	15	59	18	12	28	16	6	29	68	68	35	43	2	16	80	24	8	81	6	8	69	82	74	22	88	0.015025
ZNTL	2023-04-21T00:00:00	16	54	32	12	6	17	9	3	71	71	49	41	2	6	67	24	8	80	6	11	57	75	74	21	85	0.151316
ZNTL	2023-04-28T00:00:00	16	55	23	12	17	18	17	4	70	70	40	41	2	12	41	24	8	79	6	16	55	78	74	21	86	0.049048
ZNTL	2023-05-05T00:00:00	16	53	21	13	20	14	9	9	68	68	41	41	2	14	61	26	8	79	6	10	56	78	73	21	86	0.011802
ZNTL	2023-05-12T00:00:00	14	48	21	9	19	25	61	2	72	72	54	38	23	14	22	26	9	81	6	42	44	81	56	22	89	0.206371
ZNTL	2023-05-19T00:00:00	14	47	31	10	6	19	30	17	70	70	66	38	23	8	16	23	9	81	9	23	45	78	56	22	90	-0.020082
ZNTL	2023-05-26T00:00:00	15	46	33	10	5	19	23	3	70	70	68	37	22	7	7	24	9	80	9	19	59	80	76	19	91	0.140417
ZNTL	2023-06-02T00:00:00	14	48	20	10	20	23	60	81	72	72	52	39	23	16	12	23	9	81	9	40	67	87	93	22	97	-0.12579
ZNTL	2023-06-09T00:00:00	13	51	16	10	28	24	56	89	73	73	47	41	24	20	14	23	9	82	9	38	65	92	93	26	96	-0.108108
ZNTL	2023-06-16T00:00:00	14	48	14	10	29	45	93	23	75	75	46	39	24	21	15	40	9	81	9	73	60	85	93	28	94	0.178831
ZNTL	2023-06-23T00:00:00	14	47	27	10	9	56	91	7	74	74	62	38	23	11	5	40	9	80	9	78	63	81	95	21	93	0.049964
ZNTL	2023-06-30T00:00:00	14	48	26	10	9	60	91	38	73	73	61	38	23	11	5	40	9	81	9	80	63	83	96	22	92	-0.027241
ZNTL	2023-07-07T00:00:00	14	48	25	10	10	82	99	75	72	72	60	39	23	12	5	42	9	81	9	93	66	87	98	22	90	-0.023041
ZNTL	2023-07-14T00:00:00	14	49	29	10	6	78	97	55	71	71	65	39	23	11	6	41	9	81	9	91	67	87	98	22	90	0.020319
ZNTL	2023-07-21T00:00:00	14	50	29	10	7	89	99	84	71	71	64	40	22	11	10	41	9	81	9	96	77	91	99	14	92	-0.068634
ZNTL	2023-07-28T00:00:00	14	50	26	10	9	83	69	69	70	70	61	40	22	13	9	42	9	81	9	81	76	92	99	14	91	0.021
ZNTL	2023-08-04T00:00:00	14	50	21	9	16	54	32	73	68	68	26	40	22	18	9	41	9	81	9	39	74	90	99	15	91	-0.017203
ZNTL	2023-08-11T00:00:00	10	52	28	6	6	83	90	23	65	65	67	37	6	8	15	45	3	85	15	90	72	90	98	15	90	0.02968
ZNTL	2023-08-18T00:00:00	10	53	31	6	4	85	94	60	63	63	71	37	6	6	21	43	3	85	14	92	78	89	99	9	91	-0.049889
ZNTL	2023-08-25T00:00:00	10	52	26	6	6	82	80	58	54	54	66	37	6	10	25	28	2	85	14	84	79	88	99	9	91	-0.004667
ZNTL	2023-09-01T00:00:00	10	53	23	6	9	80	60	19	55	55	61	36	6	12	14	31	2	85	14	75	80	89	99	10	88	0.060571
ZNTL	2023-09-08T00:00:00	10	53	18	6	15	79	64	69	57	57	55	37	6	16	22	30	2	85	14	75	79	90	99	6	85	-0.068534
ZNTL	2023-09-15T00:00:00	10	55	14	6	23	69	35	88	58	58	49	38	6	19	46	31	2	85	14	53	79	89	99	5	85	-0.073972
ZNTL	2023-09-22T00:00:00	10	56	20	6	12	71	34	90	59	59	58	38	6	15	65	30	2	86	14	53	79	93	98	6	90	-0.091414
ZNTL	2023-09-29T00:00:00	10	58	11	6	30	70	35	92	59	59	45	39	6	22	65	31	2	86	14	52	75	89	97	7	89	-0.056888
ZNTL	2023-10-06T00:00:00	10	57	22	6	10	77	66	70	58	58	63	39	6	13	59	31	2	86	13	76	74	88	97	7	89	0
ZNTL	2023-10-13T00:00:00	10	58	29	6	4	70	47	84	57	57	77	39	6	9	71	31	2	86	13	58	73	88	90	5	89	-0.055833
ZNTL	2023-10-20T00:00:00	9	59	18	6	15	67	37	83	55	55	59	40	6	16	80	31	2	86	13	52	79	84	89	7	85	-0.05227
ZNTL	2023-10-27T00:00:00	9	59	24	6	8	79	76	89	56	56	70	41	6	11	84	31	2	86	13	81	80	81	89	8	83	-0.097493
ZNTL	2023-11-03T00:00:00	9	60	12	6	28	62	34	55	61	61	47	41	6	23	83	32	2	86	13	47	78	83	88	8	86	0.103704
ZNTL	2023-11-10T00:00:00	14	68	30	13	4	44	19	99	80	80	71	49	19	5	95	17	4	82	12	29	77	98	81	20	93	-0.449664
ZNTL	2023-11-17T00:00:00	14	67	13	13	26	34	16	86	81	81	54	47	19	18	94	16	4	82	12	23	78	98	80	8	97	0.153455
ZNTL	2023-11-24T00:00:00	13	67	28	13	6	31	11	96	80	80	71	48	19	7	96	17	4	82	12	19	55	94	71	23	93	-0.044053
ZNTL	2023-12-01T00:00:00	14	67	19	13	16	32	17	52	79	79	60	48	19	13	96	17	4	82	12	23	48	96	67	32	93	0.045161
ZNTL	2023-12-08T00:00:00	14	64	24	13	8	32	15	18	80	80	66	47	19	9	95	17	4	81	13	22	40	93	67	38	91	0.142857
ZNTL	2023-12-15T00:00:00	14	61	31	13	3	32	16	16	80	80	75	46	19	4	94	17	4	81	13	21	44	87	64	46	86	0.131944
ZNTL	2023-12-22T00:00:00	14	64	23	13	8	27	13	26	78	78	65	46	19	9	95	17	4	81	12	18	44	89	61	48	89	-0.017723
ZNTL	2023-12-29T00:00:00	14	63	19	13	13	30	20	9	78	78	62	46	19	11	92	17	4	81	12	23	43	89	60	49	91	0.051353
ZNTL	2024-01-05T00:00:00	14	61	30	13	3	11	2	10	77	77	72	45	19	4	92	17	4	80	12	5	46	87	58	62	91	0.015842
ZNTL	2024-01-12T00:00:00	14	63	25	13	6	14	5	67	76	76	83	46	19	6	91	17	4	81	12	8	43	87	55	57	89	-0.073424
ZNTL	2024-01-19T00:00:00	14	66	18	13	15	13	5	88	72	72	76	47	19	10	92	17	4	81	12	8	42	80	71	62	76	-0.096073
ZNTL	2024-01-26T00:00:00	14	66	18	13	16	13	7	92	71	71	74	48	19	11	92	17	4	82	12	8	42	83	72	66	74	-0.016292
ZNTL	2024-02-02T00:00:00	13	67	24	13	9	16	44	94	71	71	81	49	19	7	95	17	4	82	12	26	33	81	50	72	60	-0.085962
ZNTL	2024-02-09T00:00:00	13	68	13	13	27	20	58	89	69	69	71	49	19	14	84	17	4	83	12	35	27	84	30	63	45	-0.007765
ZNTL	2024-02-16T00:00:00	14	67	12	13	30	19	65	25	71	71	71	47	19	15	84	16	4	82	12	39	31	83	29	75	46	0.127826
ZNTL	2024-02-23T00:00:00	14	65	18	13	15	19	78	14	69	69	79	47	18	10	76	21	4	82	20	48	33	88	26	70	55	0.051658
ZNTL	2024-03-01T00:00:00	13	59	23	12	10	20	84	7	69	69	70	46	14	8	80	18	11	83	21	52	32	81	20	73	46	0.120235
ZNTL	2024-03-08T00:00:00	13	59	24	12	10	17	44	12	68	68	71	46	14	8	56	18	11	83	21	27	34	79	22	73	46	0.007199
ZNTL	2024-03-15T00:00:00	13	61	24	12	8	15	16	57	68	68	71	47	14	8	57	19	10	84	20	14	35	80	21	72	46	-0.069526
ZNTL	2024-03-22T00:00:00	13	63	15	12	25	14	11	80	67	67	61	48	41	15	59	19	10	84	20	10	37	79	23	70	45	-0.046788
ZNTL	2024-03-29T00:00:00	14	59	13	12	28	12	7	8	70	70	60	46	40	17	51	19	10	83	20	8	32	70	21	75	51	0.154579
ZNTL	2024-04-05T00:00:00	14	60	25	12	8	12	7	32	69	69	73	47	40	8	58	19	10	83	21	7	33	68	21	74	51	-0.043147
ZNTL	2024-04-12T00:00:00	13	61	26	12	6	14	46	84	70	70	54	48	40	15	35	19	10	84	21	26	29	66	20	73	50	-0.110743
ZNTL	2024-04-19T00:00:00	13	62	19	12	17	19	78	81	70	70	36	48	41	21	28	19	10	84	22	47	34	65	24	74	58	-0.033557
ZOES	2014-04-18T00:00:00	20	36	61	56	7.5	44	45	56	68	68	30	55	26	1	38	91	96	45	16	44	73	71	40	48	46.5	0.128236
ZOES	2014-04-25T00:00:00	20	36	61	56	7.5	44	45	45	68	68	11	55	26	1	38	91	96	22	16	44	73	71	40	48	46.5	-0.002151
ZOES	2014-05-02T00:00:00	20	35	60	59	7.5	44	45	63	1	1	41	55	26	1	38	91	96	62	16	44	73	71	40	48	46.5	-0.006468
ZOES	2014-05-09T00:00:00	20	36	60	64	7.5	44	45	81	31	31	33	56	26	1	38	91	96	68	16	43	73	71	40	48	46.5	-0.060036
ZOES	2014-05-16T00:00:00	21	34	59	65	7.5	44	45	6	74	74	24	54	26	1	38	91	96	64	16	44	73	71	40	48	46.5	0.095037
ZOES	2014-05-23T00:00:00	20	34	59	66	7.5	44	45	18	67	67	13	55	26	1	38	91	96	39	16	42	73	71	40	48	46.5	0.013001
ZOES	2014-05-30T00:00:00	20	34	59	66	7.5	44	45	16	60	60	4	54	26	1	38	91	96	12	16	42	73	71	40	48	46.5	0.016302
ZOES	2014-06-06T00:00:00	15	45	33	77	7.5	44	45	65	54	54	2	55	26	44	38	91	14	8	16	42	73	71	40	48	46.5	-0.007167
ZOES	2014-06-13T00:00:00	16	41	33	77	7.5	46	56	3	78	78	1	53	26	48	38	91	14	3	16	51	73	71	40	48	46.5	0.156755
ZOES	2014-06-20T00:00:00	16	44	33	77	7.5	49	59	73	83	83	19	55	26	10	38	91	14	51	16	55	73	71	40	48	46.5	-0.098366
ZOES	2014-06-27T00:00:00	16	41	33	77	7.5	45	47	4	84	84	18	53	26	11	38	91	14	50	16	44	73	71	40	48	46.5	0.118985
ZOES	2014-07-04T00:00:00	16	43	33	77	7.5	31	23	82	85	85	8	54	26	28	38	91	14	25	16	24	73	71	40	48	46.5	-0.051841
ZOES	2014-07-11T00:00:00	16	44	33	77	7.5	79	94	85	85	85	4	55	26	38	38	91	14	13	16	90	73	71	40	48	46.5	-0.082013
ZOES	2014-07-18T00:00:00	16	45	33	77	7.5	76	90	92	84	84	11	56	26	24	38	91	14	28	16	87	73	71	40	48	46.5	-0.039255
ZOES	2014-07-25T00:00:00	16	42	33	77	7.5	75	87	19	87	87	26	53	26	6	38	91	14	55	16	85	73	71	40	48	46.5	0.11025
ZOES	2014-08-01T00:00:00	15	43	33	76	7.5	56	53	75	88	88	16	55	26	18	38	91	14	38	16	55	73	71	40	48	46.5	-0.091053
ZOES	2014-08-08T00:00:00	16	43	33	75	7.5	97	99	37	87	87	2	55	26	43	38	91	14	6	16	99	73	71	40	48	46.5	0.032112
ZOES	2014-08-15T00:00:00	16	41	33	74	7.5	57	46	15	86	86	14	54	26	14	38	91	14	43	16	52	73	71	40	48	46.5	0.067298
ZOES	2014-08-22T00:00:00	16	43	32	74	7.5	95	97	63	84	84	20	55	26	7	38	91	15	54	16	98	73	71	40	48	46.5	-0.037389
ZOES	2014-08-29T00:00:00	37	45	47	86	7.5	73	58	88	82	82	27	55	26	71	38	91	15	16	16	70	73	71	40	48	46.5	-0.039829
ZOES	2014-09-05T00:00:00	37	46	47	87	7.5	29	16	98	80	80	28	56	26	71	38	91	15	65	16	19	73	71	40	48	46.5	-0.066164
ZOES	2014-09-12T00:00:00	37	45	47	86	7.5	20	12	53	79	79	26	55	26	71	38	91	15	28	16	13	73	71	40	48	46.5	0.038546
ZOES	2014-09-19T00:00:00	37	44	47	86	7.5	81	77	22	77	77	49	55	26	71	38	91	15	27	16	82	73	71	40	48	46.5	0.029692
ZOES	2014-09-26T00:00:00	37	43	47	86	7.5	34	33	15	75	75	49	54	26	71	38	91	15	28	16	31	73	71	40	48	46.5	0.009955
ZOES	2014-10-03T00:00:00	37	42	47	86	7.5	48	48	5	71	71	70	53	26	71	38	91	15	47	16	45	73	71	40	48	46.5	0.047587
ZOES	2014-10-10T00:00:00	36	40	47	86	7.5	84	86	2	62	62	69	52	26	71	38	91	15	66	16	89	73	71	40	48	46.5	0.027255
ZOES	2014-10-17T00:00:00	36	39	47	86	7.5	49	50	3	64	64	56	52	26	71	38	91	15	35	16	48	73	71	40	48	46.5	0.058749
ZOES	2014-10-24T00:00:00	36	38	47	86	7.5	23	22	4	61	61	60	51	26	71	38	91	15	52	16	18	73	71	40	48	46.5	0.057279
ZOES	2014-10-31T00:00:00	36	38	47	85	7.5	12	7	20	53	53	62	51	26	71	38	91	15	49	16	7	73	71	40	48	46.5	0.028781
ZOES	2014-11-07T00:00:00	35	39	47	84	7.5	23	25	67	57	57	88	52	26	70	38	91	15	22	16	19	73	71	40	48	46.5	-0.048546
ZOES	2014-11-14T00:00:00	36	41	47	84	7.5	43	62	82	55	55	94	53	26	69	38	91	14	29	16	52	73	71	40	48	46.5	-0.04324
ZOES	2014-11-21T00:00:00	32	41	50	67	7.5	64	66	87	54	54	67	53	26	71	38	91	16	43	16	69	73	71	40	48	46.5	-0.01868
ZOES	2014-11-28T00:00:00	32	42	50	67	7.5	91	93	87	54	54	79	54	26	71	38	91	16	62	16	95	73	71	40	48	46.5	-0.028861
ZOES	2014-12-05T00:00:00	32	42	49	67	7.5	97	94	67	52	52	38	54	26	72	38	91	16	6	16	97	73	71	40	48	46.5	0.011065
ZOES	2014-12-12T00:00:00	32	42	50	67	7.5	99	99	77	51	51	44	54	26	71	38	91	16	17	16	100	73	71	40	48	46.5	-0.05222
ZOES	2014-12-19T00:00:00	32	44	49	67	1	99	99	94	54	54	78	56	26	65	38	91	16	57	16	100	64	18	13	30	27	-0.065655

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