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 ⌀
AACE	2001-08-10T00:00:00	26	33	81	93	89	43	80	54	35	35	8	47	10	62	76	94	76	16	43	63	29	23	60	46	69	0.005263
AACE	2001-08-17T00:00:00	27	33	81	94	89	40	71	46	26	26	8	48	11	64	82	94	76	14	43	55	29	23	59	46	69	0.005236
AACE	2001-08-24T00:00:00	27	29	81	94	72	31	34	40	25	25	17	47	11	64	80	79	75	58	43	30	23	24	60	46	69	0.010417
AACE	2001-08-31T00:00:00	27	31	81	94	89	35	47	27	24	24	8	47	11	64	71	77	75	16	43	39	22	23	59	46	69	0.005155
AACE	2001-09-07T00:00:00	27	32	81	94	91	33	37	57	26	26	6	47	11	64	55	77	75	2	43	32	21	18	57	46	69	-0.05641
AACE	2001-09-14T00:00:00	27	30	81	94	85	33	40	46	26	26	10	47	11	65	61	77	75	24	42	34	29	6	51	46	69	0
AACE	2001-09-21T00:00:00	27	34	82	94	85	30	29	62	34	34	8	47	16	65	68	77	75	19	42	26	29	6	36	46	69	-0.158696
AACE	2001-09-28T00:00:00	65	32	97	17	68	29	26	55	33	33	68	48	19	66	58	53	76	69	51	24	29	5	37	46	69	0.05814
AACE	2001-10-05T00:00:00	66	37	97	17	88	32	38	68	31	31	48	48	19	66	42	53	76	14	51	32	30	4	37	46	69	-0.004884
AACE	2001-10-12T00:00:00	66	40	97	17	88	34	45	83	29	29	50	49	19	63	42	53	76	15	51	37	30	4	37	46	69	-0.03681
AACE	2001-10-19T00:00:00	66	38	97	17	89	35	53	52	30	30	61	49	19	62	37	54	76	9	51	42	28	4	35	46	69	0.028025
AACE	2001-10-26T00:00:00	63	29	97	17	79	38	64	8	48	48	73	47	19	62	17	54	76	37	52	50	18	3	34	46	69	0.208178
AACE	2001-11-02T00:00:00	64	30	97	17	76	35	47	32	47	47	93	48	16	62	20	54	76	49	52	39	15	2	34	46	69	-0.05641
AACE	2001-11-09T00:00:00	64	30	97	17	76	37	54	33	46	46	93	48	16	62	26	55	76	48	51	44	16	2	34	46	69	0.01087
AACE	2001-11-16T00:00:00	81	38	97	84	82	37	40	80	45	45	95	49	23	61	32	26	76	34	65	37	25	4	36	46	69	-0.043011
AACE	2001-11-23T00:00:00	82	37	97	84	76	38	42	81	44	44	97	50	23	61	34	25	75	47	65	39	22	4	36	46	69	-0.016854
AACE	2001-11-30T00:00:00	81	40	97	84	88	36	35	40	44	44	92	49	23	60	27	24	76	12	65	33	19	4	36	46	69	0.038857
AACE	2001-12-07T00:00:00	82	39	97	84	80	30	21	65	43	43	95	50	23	59	37	24	76	37	65	22	22	2	37	46	69	-0.0033
AACE	2001-12-14T00:00:00	82	40	97	84	88	33	35	65	43	43	93	50	23	59	35	24	75	15	64	30	15	20	17	46	69	-0.022075
AACE	2001-12-21T00:00:00	83	41	97	84	83	59	89	86	42	42	96	51	23	59	39	24	75	37	63	80	23	26	19	46	69	-0.039503
AACE	2001-12-28T00:00:00	82	38	97	84	80	49	77	29	45	45	96	50	22	59	32	24	75	41	63	65	16	18	20	46	69	0.081081
AACE	2002-01-04T00:00:00	82	39	97	84	89	47	73	32	37	37	92	50	22	59	27	24	75	10	64	62	17	19	21	46	69	0.032609
AACE	2002-01-11T00:00:00	81	35	97	84	80	35	38	22	34	34	96	50	22	58	24	30	76	42	63	31	16	16	18	46	69	0.026421
AACE	2002-01-18T00:00:00	82	36	97	84	83	30	29	55	35	35	93	50	22	70	27	30	75	36	64	23	16	18	19	46	69	-0.041124
AACE	2002-01-25T00:00:00	79	35	97	84	91	36	54	5	44	44	84	49	22	70	24	30	76	2	64	42	16	9	18	46	69	0.13369
AACE	2002-02-01T00:00:00	81	37	97	84	92	32	34	63	48	48	84	50	22	70	27	30	76	3	63	28	15	22	20	46	69	-0.080189
AACE	2002-02-08T00:00:00	83	41	97	84	85	37	30	83	51	51	90	50	26	70	31	43	76	33	54	30	14	27	23	46	69	-0.102564
AACE	2002-02-15T00:00:00	82	42	97	27	81	29	17	85	50	50	93	51	17	54	31	24	80	45	32	20	12	21	24	46	69	-0.022857
AACE	2002-02-22T00:00:00	81	44	97	27	90	39	51	46	50	50	84	50	17	54	26	24	80	12	32	42	14	25	23	46	69	0.040936
AACE	2002-03-01T00:00:00	82	42	97	27	79	40	62	74	48	48	94	50	17	54	31	22	80	50	32	51	15	31	22	46	69	-0.022697
AACE	2002-03-08T00:00:00	82	45	97	27	88	52	73	71	45	45	87	51	17	54	29	23	80	24	32	66	16	42	23	46	69	0.011727
AACE	2002-03-15T00:00:00	83	46	97	27	88	46	58	86	44	44	88	51	16	54	25	24	81	23	32	52	15	46	23	46	69	-0.021591
AACE	2002-03-22T00:00:00	83	44	97	27	78	76	93	43	44	44	95	51	16	56	22	25	81	55	32	89	16	46	23	46	69	0.033682
AACE	2002-03-29T00:00:00	83	42	97	27	85	52	61	12	47	47	93	50	15	58	38	28	81	36	30	57	19	49	23	46	69	0.077528
AACE	2002-04-05T00:00:00	84	46	98	27	91	34	20	57	44	44	88	51	15	59	69	28	82	8	31	24	20	48	23	46	69	-0.051095
AACE	2002-04-12T00:00:00	85	46	98	27	90	29	18	66	41	41	89	51	15	58	66	28	82	16	31	21	19	45	24	46	69	-0.013187
AACE	2002-04-19T00:00:00	85	45	98	26	78	37	35	63	37	37	90	51	15	54	57	28	82	57	31	34	19	44	25	46	69	0.013363
AACE	2002-04-26T00:00:00	85	45	98	26	84	30	26	45	35	35	90	51	15	54	73	28	82	37	31	25	19	45	24	46	69	-0.005495
AACE	2002-05-03T00:00:00	83	38	98	26	78	27	21	6	44	44	90	50	15	55	59	28	82	58	32	20	25	55	26	46	69	0.116022
AACE	2002-05-10T00:00:00	82	36	98	27	77	24	16	13	42	42	45	50	18	55	49	40	82	69	39	17	26	54	26	46	69	0
AACE	2002-05-17T00:00:00	96	63	96	77	91	27	37	4	49	49	77	50	33	51	21	35	81	11	10	28	26	48	27	46	69	0.123762
AACE	2002-05-24T00:00:00	96	60	96	78	80	41	76	20	49	49	87	50	33	52	30	37	81	71	10	60	24	44	26	46	69	-0.032599
AACE	2002-05-31T00:00:00	96	61	96	78	83	32	46	20	45	45	84	50	33	43	24	68	81	47	10	36	28	52	29	46	69	0.001821
AACE	2002-06-07T00:00:00	96	62	96	78	89	31	36	53	45	45	80	50	33	43	15	68	81	26	10	32	27	51	28	46	69	-0.045455
AACE	2002-06-14T00:00:00	96	65	96	78	91	30	38	74	46	46	78	50	33	43	18	68	81	15	10	31	25	49	26	46	69	-0.071429
AACE	2002-06-21T00:00:00	96	61	96	79	82	34	48	48	45	45	84	50	33	43	16	68	81	46	10	39	36	54	30	46	69	0.025641
AACE	2002-06-28T00:00:00	96	63	96	79	82	55	86	56	43	43	85	50	33	43	30	68	81	48	10	72	35	53	34	46	69	-0.001
AACE	2002-07-05T00:00:00	96	66	96	79	92	59	82	68	43	43	77	50	33	43	23	68	81	8	11	73	39	45	47	46	69	-0.049049
AACE	2002-07-12T00:00:00	96	61	95	79	80	78	95	42	36	36	87	49	33	42	17	67	81	65	11	90	51	56	45	46	69	-0.006316
AACE	2002-07-19T00:00:00	96	62	95	79	93	75	94	19	33	33	75	49	33	36	12	67	81	6	11	88	57	65	65	46	69	0.016949
AACE	2002-07-26T00:00:00	96	59	95	79	87	77	92	28	23	23	81	48	33	37	27	67	81	33	11	88	43	57	55	46	69	-0.020833
AACE	2002-08-02T00:00:00	96	60	95	79	92	71	75	28	21	21	76	48	33	37	21	67	81	9	11	76	34	52	52	46	69	0.015957
AACE	2002-08-09T00:00:00	96	60	96	78	91	54	45	49	19	19	79	48	32	38	15	69	81	18	11	49	38	52	51	46	69	0
AACE	2002-08-16T00:00:00	96	60	96	75	84	62	58	75	19	19	85	49	32	43	22	69	82	51	10	60	44	48	40	46	69	-0.036649
AACE	2002-08-23T00:00:00	96	65	96	75	94	59	53	82	18	18	76	49	32	44	27	59	81	3	10	57	49	49	44	46	69	-0.021739
AACE	2002-08-30T00:00:00	96	62	96	75	85	49	42	72	17	17	83	49	32	43	34	73	81	45	10	44	39	45	44	46	69	-0.005556
AACE	2002-09-06T00:00:00	96	66	96	75	90	58	58	91	22	22	76	50	32	43	43	73	82	20	10	59	44	43	32	46	69	-0.079553
AACE	2002-09-13T00:00:00	96	65	96	75	90	70	80	82	21	21	77	50	32	44	42	73	82	22	10	78	47	45	27	46	69	-0.016752
AACE	2002-09-20T00:00:00	96	59	96	75	84	69	80	24	25	25	83	49	32	44	45	74	82	48	10	77	65	64	26	46	69	0.055556
AACE	2002-09-27T00:00:00	96	60	96	75	85	70	79	49	25	25	94	49	34	44	51	55	82	46	16	77	61	62	21	46	69	-0.040936
AACE	2002-10-04T00:00:00	74	61	95	33	93	65	69	12	27	27	42	49	28	42	49	48	82	6	35	68	66	81	14	46	69	0.039024
AACE	2002-10-11T00:00:00	75	59	95	33	89	55	42	56	27	27	52	49	28	42	55	48	82	31	34	46	63	64	14	46	69	-0.045775
AACE	2002-10-18T00:00:00	76	61	96	33	89	49	29	47	25	25	35	50	28	54	57	49	82	33	34	35	66	60	7	46	69	0.02706
AACE	2002-10-25T00:00:00	76	62	96	33	89	52	29	64	24	24	33	50	28	54	44	49	82	31	34	37	65	50	6	46	69	-0.003593
AACE	2002-11-01T00:00:00	76	64	96	33	86	40	16	86	23	23	38	51	28	53	60	48	82	42	33	24	68	47	9	46	69	-0.033654
AACE	2002-11-08T00:00:00	76	64	96	33	85	42	16	75	22	22	43	51	27	54	65	49	82	54	33	25	65	37	11	46	69	-0.004975
AACE	2002-11-15T00:00:00	85	69	95	51	85	56	58	87	20	20	90	52	30	52	77	26	81	61	28	57	67	35	11	46	69	-0.025
AACE	2002-11-22T00:00:00	85	70	95	52	84	53	48	81	19	19	91	53	30	51	79	26	81	67	27	50	67	35	15	46	69	-0.003846
AACE	2002-11-29T00:00:00	85	72	95	51	92	61	75	56	19	19	76	53	30	49	76	24	81	14	28	70	71	40	17	46	69	0.030888
AACE	2002-12-06T00:00:00	85	68	95	51	89	56	55	40	19	19	82	53	30	48	70	24	81	33	28	56	74	41	23	46	69	0.003745
AACE	2002-12-13T00:00:00	85	66	95	52	87	55	53	30	18	18	85	52	30	48	68	24	81	44	28	53	73	47	23	46	69	0.002488
AACE	2002-12-20T00:00:00	84	64	95	52	84	52	44	18	16	16	92	52	30	47	74	24	81	70	28	46	72	49	18	46	69	0.033499
AACE	2002-12-27T00:00:00	82	60	95	52	83	43	21	3	30	30	92	51	30	47	52	24	81	66	28	27	74	38	36	46	69	0.110444
AACE	2003-01-03T00:00:00	82	63	94	52	88	43	22	4	31	31	83	51	30	46	44	24	81	35	28	26	72	34	52	46	69	0.052973
AACE	2003-01-10T00:00:00	82	66	94	52	94	37	14	26	29	29	74	51	30	44	44	26	81	3	28	20	73	24	62	46	69	-0.00308
AACE	2003-01-17T00:00:00	82	62	94	52	90	32	14	21	28	28	83	51	30	51	46	33	81	25	28	17	72	26	53	46	69	0.014418
AACE	2003-01-24T00:00:00	82	64	94	52	93	32	26	23	26	26	82	51	30	51	34	33	81	10	28	22	85	54	64	46	69	-0.003046
AACE	2003-01-31T00:00:00	81	58	94	52	85	36	38	19	25	25	86	50	30	51	41	33	81	56	28	33	85	57	67	46	69	0.008147
AACE	2003-02-07T00:00:00	81	59	94	52	91	42	55	23	24	24	74	50	41	51	40	27	81	23	33	47	85	58	66	46	69	-0.00202
AACE	2003-02-14T00:00:00	81	63	94	46	92	51	76	62	27	27	74	50	40	45	39	28	81	19	25	65	85	62	53	46	69	-0.038462
AACE	2003-02-21T00:00:00	81	62	94	46	88	79	96	65	26	26	77	51	40	40	37	28	81	43	25	91	85	70	53	46	69	0.001053
AACE	2003-02-28T00:00:00	81	60	94	46	86	86	96	49	25	25	77	50	40	39	35	29	81	48	25	94	83	67	55	46	69	0.007361
AACE	2003-03-07T00:00:00	81	63	94	46	93	81	89	45	18	18	83	50	40	48	35	30	81	10	25	90	83	72	56	46	69	-0.007307
AACE	2003-03-14T00:00:00	82	61	94	46	86	82	87	64	16	16	94	50	39	39	36	30	81	48	24	89	83	67	50	46	69	-0.02103
AACE	2003-03-21T00:00:00	83	63	94	45	85	81	87	86	13	13	94	51	39	39	45	32	82	51	24	88	86	62	35	46	69	-0.017186
AACE	2003-03-28T00:00:00	82	65	95	44	94	82	87	74	11	11	86	51	36	50	45	36	82	9	24	89	83	47	24	46	69	-0.006557
AACE	2003-04-04T00:00:00	80	64	94	44	94	82	86	10	32	32	87	50	37	53	40	37	82	2	26	88	97	61	11	46	69	0.127613
AACE	2003-04-11T00:00:00	81	60	94	44	83	76	62	43	34	34	96	51	37	37	45	36	82	65	25	71	96	74	11	46	69	-0.037073
AACE	2003-04-18T00:00:00	81	65	95	44	93	75	53	53	32	32	89	51	37	43	48	37	82	8	25	66	96	78	12	46	69	0.004053
AACE	2003-04-25T00:00:00	81	65	95	44	93	77	60	66	30	30	90	51	37	42	52	37	82	8	25	71	92	81	15	46	69	0.003027
AACE	2003-05-02T00:00:00	81	66	95	44	87	76	62	73	27	27	90	52	36	35	49	37	82	43	25	71	88	81	11	46	69	0
AACE	2003-05-09T00:00:00	79	61	95	45	91	72	50	16	37	37	45	51	42	39	33	38	82	26	25	63	84	64	5	46	69	0.113682
AACE	2003-05-16T00:00:00	83	59	93	98	84	58	28	47	36	36	80	51	47	49	32	63	77	55	58	39	92	83	10	46	69	-0.011743
AACE	2003-05-23T00:00:00	83	62	94	98	84	57	33	71	36	36	81	52	47	49	38	84	77	58	58	43	91	78	10	46	69	-0.037477
AACE	2003-05-30T00:00:00	84	65	94	98	94	81	88	76	34	34	71	52	47	49	48	83	77	7	58	88	75	58	15	46	69	0.016144
AACE	2003-06-06T00:00:00	84	65	94	98	85	73	68	56	33	33	80	52	47	58	54	83	77	50	57	75	81	61	17	46	69	0.029907
AACE	2003-06-13T00:00:00	84	63	94	98	83	69	52	43	28	28	83	52	47	57	53	83	77	72	57	63	85	53	22	46	69	0.00726
AACE	2003-06-20T00:00:00	85	64	94	98	83	68	47	59	26	26	83	53	47	57	51	83	77	68	57	59	89	67	26	46	69	-0.004505
AACE	2003-06-27T00:00:00	85	64	94	98	84	59	32	30	24	24	82	52	46	58	58	83	77	58	57	44	85	65	27	46	69	0.022624
AACE	2003-07-04T00:00:00	84	59	93	98	83	82	78	9	30	30	81	52	46	57	60	83	77	60	57	85	82	86	29	46	69	0.084071

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