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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 ⌀
AACB	2007-03-02T00:00:00	50	12	50	50	99	97	98	24	29	29	21	25	50	50	21	50	50	50	50	99	64	91	28	19	77	-0.006772
AACB	2007-03-09T00:00:00	50	12	50	50	99	97	95	43	28	28	8	25	50	50	21	50	50	50	50	98	61	83	35	23	83	-0.001136
AACB	2007-03-16T00:00:00	50	12	50	50	99	96	87	49	27	27	3	25	50	50	23	50	50	50	50	95	58	76	37	22	83	-0.01479
AACB	2007-03-23T00:00:00	50	12	50	50	99	96	83	52	26	26	34	25	50	50	40	50	50	50	50	92	59	71	38	25	73	0.026559
AACB	2007-03-30T00:00:00	50	12	50	50	99	93	54	55	25	25	2	25	50	50	43	50	50	50	50	77	72	85	55	22	74	-0.009674
AACB	2007-04-06T00:00:00	50	12	50	50	99	92	55	53	24	24	18	25	50	50	40	50	50	50	50	77	71	84	46	24	85	0.006361
AACB	2007-04-13T00:00:00	50	13	50	50	99	91	55	61	23	23	11	25	50	50	40	50	50	50	50	76	66	88	46	29	78	0
AACB	2007-04-20T00:00:00	50	12	50	50	99	89	50	38	23	23	22	25	50	50	60	50	50	50	50	73	68	89	17	24	82	0.023702
AACB	2007-04-27T00:00:00	50	12	50	50	99	93	77	34	21	21	16	25	50	50	62	50	50	50	50	89	67	90	18	22	85	0.009923
AACB	2007-05-04T00:00:00	50	12	50	50	99	92	68	35	20	20	34	25	50	50	60	50	50	50	50	84	68	90	18	23	85	0.007642
AACB	2007-05-11T00:00:00	50	12	50	50	99	89	62	36	19	19	25	25	50	50	63	50	50	50	50	79	69	90	18	24	85	0.001083
AACB	2007-05-18T00:00:00	50	11	50	50	99	87	63	30	18	18	19	25	50	50	67	50	50	50	50	77	68	88	20	17	91	0.007576
AACB	2007-05-25T00:00:00	50	11	50	50	99	86	58	15	18	18	7	24	50	50	78	50	50	50	50	75	68	88	21	19	92	0.031149
AACB	2007-06-01T00:00:00	50	11	50	50	99	84	49	38	18	18	19	25	50	50	78	50	50	50	50	69	67	87	22	15	89	0.007292
AACB	2007-06-08T00:00:00	50	11	50	50	99	82	42	21	16	16	2	24	50	50	78	50	50	50	50	64	68	87	21	15	90	0
AACB	2007-06-15T00:00:00	50	11	50	50	100	84	55	47	16	16	7	25	50	50	78	50	50	50	50	72	66	85	21	10	96	0
AACB	2007-06-22T00:00:00	50	11	50	50	100	83	61	30	16	16	13	24	50	50	90	50	50	50	50	75	63	79	19	11	95	0.003102
AACB	2007-06-29T00:00:00	50	11	50	50	100	81	63	30	15	15	1	24	50	50	91	50	50	50	50	75	63	85	20	13	94	0.008247
AACB	2007-07-06T00:00:00	50	11	50	50	99	83	65	28	15	15	4	24	50	50	87	50	50	50	50	77	66	89	20	12	94	0.022495
AACB	2007-07-13T00:00:00	50	11	50	50	100	84	70	37	14	14	30	24	50	50	80	50	50	50	50	79	63	87	19	12	93	0.005
AACB	2007-07-20T00:00:00	50	11	50	50	100	87	82	34	14	14	2	24	50	50	85	50	50	50	50	88	62	86	19	12	92	-0.00398
AACB	2007-07-27T00:00:00	50	10	50	50	100	85	72	12	12	12	9	23	50	50	83	50	50	50	50	81	71	92	11	10	93	0
AACB	2007-08-03T00:00:00	50	9	50	50	100	87	81	18	11	11	27	23	50	50	85	50	50	50	50	88	71	91	14	11	91	-0.000999
AACB	2007-08-10T00:00:00	50	9	50	50	100	83	65	29	10	10	10	23	50	50	79	50	50	50	50	77	70	92	13	12	90	0.004
AACB	2007-08-17T00:00:00	50	8	50	50	100	85	71	44	10	10	17	23	50	50	81	50	50	50	50	81	64	87	12	12	89	-0.021514
AACC	2004-02-13T00:00:00	71	15	88	67	89	40	50	59	60	60	26	37	51	68	40	43.5	50	34	42	43	69	49	45	47	51	0.071172
AACC	2004-02-20T00:00:00	71	15	88	67	89	40	50	59	60	60	25	38	51	68	40	43.5	50	34	42	44	69	49	45	47	51	-0.011533
AACC	2004-02-27T00:00:00	71	15	88	67	89	40	50	41	2	2	9	37	51	68	40	43.5	50	34	42	45	69	49	45	47	51	0.012269
AACC	2004-03-05T00:00:00	71	16	88	67	89	40	50	82	2	2	24	38	51	68	40	43.5	50	34	42	45	69	49	45	47	51	-0.020895
AACC	2004-03-12T00:00:00	71	15	88	67	89	40	50	43	1	1	5	38	51	68	40	43.5	50	34	42	45	69	49	45	47	51	-0.001063
AACC	2004-03-19T00:00:00	71	14	88	67	89	40	50	20	2	2	2	37	51	68	40	43.5	50	34	42	45	69	49	45	47	51	0.02182
AACC	2004-03-26T00:00:00	97	14	78	80	89	40	50	47	2	2	3	39	51	33	40	43.5	50	9	42	45	69	49	45	47	51	-0.01756
AACC	2004-04-02T00:00:00	97	14	78	80	89	40	50	42	6	6	7	39	51	25	40	43.5	50	23	42	44	69	49	45	47	51	0.036883
AACC	2004-04-09T00:00:00	96	12	78	79	89	17	39	10	18	18	8	38	51	25	40	43.5	50	23	42	25	69	49	45	47	51	0.064714
AACC	2004-04-16T00:00:00	96	12	78	79	89	18	41	29	21	21	20	38	51	17	40	43.5	50	37	42	26	69	49	45	47	51	-0.026343
AACC	2004-04-23T00:00:00	96	13	79	79	89	24	54	64	23	23	28	39	51	12	40	43.5	50	46	42	37	69	49	45	47	51	-0.031706
AACC	2004-04-30T00:00:00	96	12	78	79	89	14	23	29	17	17	5	38	51	31	40	43.5	50	13	42	14	69	49	45	47	51	0.009678
AACC	2004-05-07T00:00:00	6	13	11	31	89	25	50	5	28	28	30	38	51	8	40	43.5	50	56	42	35	69	49	45	47	51	0.069112
AACC	2004-05-14T00:00:00	5	14	10	33	89	43	80	23	30	30	2	38	51	31	40	43.5	50	6	42	64	69	49	45	47	51	-0.031345
AACC	2004-05-21T00:00:00	5	14	11	34	89	35	58	30	27	27	18	38	51	8	40	43.5	50	50	42	46	69	49	45	47	51	0.001601
AACC	2004-05-28T00:00:00	5	15	10	34	89	38	62	52	23	23	1	38	51	34	40	43.5	50	2	42	50	69	49	45	47	51	0.020496
AACC	2004-06-04T00:00:00	5	16	10	34	89	70	90	67	24	24	2	39	51	33	40	43.5	50	4	42	83	69	49	45	47	51	-0.020084
AACC	2004-06-11T00:00:00	5	15	11	35	89	63	82	74	23	23	20	39	51	7	40	43.5	50	56	42	76	69	49	45	47	51	-0.010283
AACC	2004-06-18T00:00:00	5	18	11	35	89	41	48	85	21	21	4	40	51	26	40	43.5	50	15	42	44	69	49	45	47	51	-0.033696
AACC	2004-06-25T00:00:00	5	27	11	35	89	64	76	98	44	44	9	42	51	18	40	43.5	50	28	42	74	69	49	45	47	51	-0.109408
AACC	2004-07-02T00:00:00	5	25	11	35	89	89	96	76	45	45	5	41	51	26	40	43.5	50	16	42	95	69	49	45	47	51	0.038584
AACC	2004-07-09T00:00:00	5	22	11	35	89	84	91	50	45	45	10	41	51	17	40	43.5	50	31	42	91	69	49	45	47	51	0.009818
AACC	2004-07-16T00:00:00	5	28	11	35	89	82	84	83	47	47	5	42	51	24	40	43.5	50	16	42	87	69	49	45	47	51	-0.08439
AACC	2004-07-23T00:00:00	5	23	11	34	89	78	75	38	48	48	26	41	51	4	40	43.5	50	64	42	80	69	49	45	47	51	0.034489
AACC	2004-07-30T00:00:00	96	24	36	97	89	66	56	28	49	49	30	41	51	38	40	43.5	50	3	42	63	69	49	45	47	51	0.043685
AACC	2004-08-06T00:00:00	97	26	36	97	89	57	44	53	50	50	28	41	51	37	40	43.5	50	28	42	50	69	49	45	47	51	-0.07144
AACC	2004-08-13T00:00:00	96	20	36	97	89	38	28	11	52	52	25	40	51	37	40	43.5	50	66	42	30	69	49	45	47	51	0.055669
AACC	2004-08-20T00:00:00	95	18	36	97	89	10	8	12	53	53	32	40	51	37	40	43.5	50	53	42	7	69	49	45	47	51	0.066297
AACC	2004-08-27T00:00:00	95	19	36	97	89	17	13	14	51	51	52	40	51	37	40	43.5	50	30	42	12	69	49	45	47	51	0.013925
AACC	2004-09-03T00:00:00	96	23	36	97	89	27	30	81	49	49	74	41	51	37	40	43.5	50	60	42	25	69	49	45	47	51	-0.054788
AACC	2004-09-10T00:00:00	96	22	36	97	89	16	16	47	49	49	34	40	51	37	40	43.5	50	6	42	14	69	49	45	47	51	0.039428
AACC	2004-09-17T00:00:00	96	25	36	97	89	29	39	89	51	51	62	41	51	37	40	43.5	50	44	42	31	69	49	45	47	51	-0.053574
AACC	2004-09-24T00:00:00	96	28	36	97	89	40	58	74	47	47	32	41	51	37	40	43.5	50	4	42	48	69	49	45	47	51	-0.004072
AACC	2004-10-01T00:00:00	96	28	36	97	89	31	43	80	45	45	37	41	51	37	40	43.5	50	13	42	35	69	49	45	47	51	0.008818
AACC	2004-10-08T00:00:00	96	23	36	97	89	53	75	24	46	46	95	41	51	37	40	43.5	50	42	42	65	69	49	45	47	51	0.047521
AACC	2004-10-15T00:00:00	95	22	35	97	89	70	82	23	42	42	94	40	51	37	40	43.5	50	45	42	80	84	91	23	96	20	0.000531
AACC	2004-10-22T00:00:00	95	19	35	97	84	74	85	10	44	44	97	39	51	37	40	43.5	50	54	42	84	89	91	20	97	10	0.0577
AACC	2004-10-29T00:00:00	97	24	28	98	89	40	33	63	43	43	94	41	51	36	40	43.5	50	45	42	33	86	91	18	94	8	-0.035484
AACC	2004-11-05T00:00:00	97	28	28	98	98	52	52	75	39	39	75	41	51	36	40	43.5	50	14	42	52	86	93	13	91	9	-0.010925
AACC	2004-11-12T00:00:00	97	27	28	98	74	28	19	80	33	33	100	42	51	37	40	43.5	50	68	42	19	86	93	11	91	15	0
AACC	2004-11-19T00:00:00	97	28	28	98	89	29	19	85	30	30	97	42	51	37	40	43.5	50	45	42	20	85	91	12	95	13	-0.021115
AACC	2004-11-26T00:00:00	96	23	28	98	96	27	19	12	51	51	79	41	51	28	40	43.5	50	2	42	19	83	88	8	94	17	0.118446
AACC	2004-12-03T00:00:00	96	20	28	98	90	49	64	19	49	49	96	40	51	26	40	43.5	50	40	42	58	83	88	7	93	15	0.034935
AACC	2004-12-10T00:00:00	97	25	28	98	91	52	71	77	57	57	95	41	51	27	40	43.5	50	38	42	63	87	90	8	95	9	-0.07978
AACC	2004-12-17T00:00:00	97	20	28	98	90	74	87	17	60	60	96	40	51	26	40	43.5	50	40	42	84	87	81	4	99	8	0.085615
AACC	2004-12-24T00:00:00	96	19	28	98	83	51	60	16	59	59	99	40	51	25	40	43.5	50	57	42	57	86	81	4	99	8	0.028943
AACC	2004-12-31T00:00:00	96	18	28	98	79	39	36	19	58	58	100	40	51	25	40	43.5	50	68	42	35	84	81	3	99	9	0.014258
AACC	2005-01-07T00:00:00	95	13	28	98	83	35	28	5	53	53	99	38	51	31	40	43.5	50	59	42	28	85	86	5	92	9	0.054004
AACC	2005-01-14T00:00:00	96	15	28	98	92	28	20	42	56	56	88	39	51	30	40	43.5	50	32	42	20	83	80	9	75	7	-0.035667
AACC	2005-01-21T00:00:00	96	17	28	98	96	64	77	51	56	56	70	39	51	30	40	43.5	50	8	42	74	93	84	10	79	7	-0.022592
AACC	2005-01-28T00:00:00	96	18	27	98	80	72	76	82	56	56	100	40	51	27	40	43.5	50	65	42	77	93	81	8	76	8	-0.03592
AACC	2005-02-04T00:00:00	96	20	28	98	96	40	27	72	47	47	70	40	51	30	41	43.5	50	8	42	30	95	80	7	76	8	0.019127
AACC	2005-02-11T00:00:00	96	19	28	98	85	68	81	72	46	46	98	40	51	27	44	43.5	50	55	42	78	95	78	7	74	8	-0.009189
AACC	2005-02-18T00:00:00	96	21	28	98	90	74	84	82	41	41	92	41	51	29	50	43.5	50	40	42	83	95	73	7	70	8	-0.025191
AACC	2005-02-25T00:00:00	96	21	28	98	86	76	83	57	33	33	97	40	51	28	53	43.5	50	51	42	84	97	73	4	67	6	0.013427
AACC	2005-03-04T00:00:00	96	24	28	98	96	90	96	85	31	31	72	41	51	31	56	43.5	50	6	42	96	91	49	14	45	18	-0.027497
AACC	2005-03-11T00:00:00	96	24	28	98	80	79	83	86	31	31	100	41	51	28	56	43.5	50	64	42	85	89	46	11	40	11	-0.041966
AACC	2005-03-18T00:00:00	96	20	28	98	93	74	70	18	42	42	91	40	51	31	38	43.5	50	29	42	75	90	66	23	41	9	0.066957
AACC	2005-03-25T00:00:00	95	8	27	97	96	59	39	23	39	39	85	40	51	32	55	43.5	50	12	42	49	86	66	32	36	11	-0.007903
AACC	2005-04-01T00:00:00	95	8	27	97	86	56	33	60	39	39	98	41	51	74	54	43.5	50	51	42	44	82	49	31	37	11	-0.035847
AACC	2005-04-08T00:00:00	95	9	27	97	96	53	35	72	37	37	79	41	51	76	49	43.5	50	3	42	43	83	43	31	35	10	-0.010853
AACC	2005-04-15T00:00:00	94	8	28	97	96	44	25	24	33	33	74	40	51	75	48	43.5	50	7	42	32	93	57	33	23	14	0.010406
AACC	2005-04-22T00:00:00	93	7	27	97	78	52	39	4	41	41	100	39	51	71	43	43.5	50	63	42	45	95	63	64	26	13	0.068796
AACC	2005-04-29T00:00:00	93	7	28	97	83	43	25	22	38	38	97	39	51	72	32	43.5	50	51	42	31	97	61	76	27	9	-0.010619
AACC	2005-05-06T00:00:00	93	6	27	97	83	32	17	11	39	39	98	38	51	72	27	43.5	50	52	42	21	98	61	81	26	13	0.052802
AACC	2005-05-13T00:00:00	96	27	28	97	80	62	69	6	38	38	99	37	51	74	15	43.5	50	55	42	68	98	46	88	22	12	0.047826
AACC	2005-05-20T00:00:00	96	29	28	98	95	67	74	36	33	33	91	38	51	78	17	43.5	50	11	42	74	99	52	92	24	10	-0.006666
AACC	2005-05-27T00:00:00	96	28	28	98	95	50	42	22	31	31	90	38	51	79	18	43.5	50	5	42	45	98	56	81	15	12	0.02503
AACC	2005-06-03T00:00:00	96	26	28	98	95	45	35	15	31	31	91	37	51	78	15	43.5	50	8	42	38	99	52	80	12	16	0.043942
AACC	2005-06-10T00:00:00	96	21	28	98	90	64	70	8	29	29	97	37	51	76	15	43.5	50	36	42	70	98	54	81	11	13	0.042545
AACC	2005-06-17T00:00:00	96	23	29	98	94	81	90	28	26	26	93	37	51	78	22	43.5	50	14	42	89	97	57	83	11	9	0.009592
AACC	2005-06-24T00:00:00	96	22	28	98	95	77	82	30	27	27	93	37	51	79	37	43.5	50	13	42	83	97	57	83	13	9	-0.006334
AACC	2005-07-01T00:00:00	96	21	28	98	93	84	90	22	25	25	94	36	51	78	18	43.5	50	20	42	90	98	52	85	14	24	0.032683
AACC	2005-07-08T00:00:00	96	24	28	98	96	93	97	62	26	26	90	37	51	80	27	43.5	50	1	42	97	99	60	85	21	29	-0.014281
AACC	2005-07-15T00:00:00	96	26	29	98	86	89	87	88	31	31	98	38	51	77	51	43.5	50	44	42	91	99	63	87	33	14	-0.036035

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