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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 ⌀
AAAB	2001-12-28T00:00:00	48	4	45	50	80	96	69	46	36	36	33	56	2	11	78	25	50	28	38	88	30	53	57	50	50	-0.037778
AAAB	2002-01-04T00:00:00	48	4	39	50	88	99	91	62	33	33	23	56	2	10	79	25	50	3	38	98	35	60	55	50	50	-0.006928
AAAB	2002-01-11T00:00:00	48	5	40	50	87	98	72	79	33	33	48	57	2	10	86	25	50	9	38	92	38	67	58	50	50	-0.032558
AAAB	2002-01-18T00:00:00	48	4	51	50	75	97	70	27	30	30	57	56	2	10	90	25	50	49	38	90	38	66	57	50	50	0.033654
AAAB	2002-01-25T00:00:00	48	4	46	50	79	95	56	40	29	29	50	56	2	10	93	25	50	32	38	82	41	63	60	50	50	0
AAAB	2002-02-01T00:00:00	48	4	53	50	75	95	57	32	28	28	60	56	2	10	84	25	50	58	38	82	41	65	61	50	50	0.018558
AAAB	2002-02-08T00:00:00	47	4	43	50	84	95	71	15	27	27	45	55	2	10	68	25	50	22	38	88	45	73	57	50	50	0.022421
AAAB	2002-02-15T00:00:00	47	3	49	50	79	98	91	10	27	27	55	55	2	10	63	25	50	44	38	97	42	57	58	50	50	0.044931
AAAB	2002-02-22T00:00:00	47	3	39	50	88	96	74	33	28	28	40	55	2	10	81	8	50	8	38	90	43	60	60	50	50	-0.0212
AAAB	2002-03-01T00:00:00	47	4	50	50	79	94	52	92	38	38	55	57	2	10	93	40	50	45	38	79	56	85	60	50	50	-0.131004
AAAB	2002-03-08T00:00:00	48	5	53	50	76	91	39	97	37	37	59	58	2	10	96	41	50	57	38	69	56	95	66	50	50	-0.055377
AAAB	2002-03-15T00:00:00	48	5	39	51	89	94	70	93	36	36	40	58	2	10	93	42	50	3	38	87	53	96	66	50	50	-0.013193
AAAB	2002-03-22T00:00:00	49	6	44	37	81	93	67	89	35	35	50	60	5	11	97	6	50	31	29	84	53	96	67	50	50	-0.016173
AAAB	2002-03-29T00:00:00	49	5	40	37	87	93	67	31	38	38	48	58	29	11	94	43	50	14	23	84	48	96	64	50	50	0.073425
AAAB	2002-04-05T00:00:00	51	5	54	36	77	96	83	53	36	36	62	59	29	12	94	43	50	71	23	93	47	95	64	50	50	-0.019908
AAAB	2002-04-12T00:00:00	51	5	40	36	87	97	90	63	35	35	48	59	28	30	94	44	50	13	23	96	47	94	65	50	50	-0.010417
AAAB	2002-04-19T00:00:00	51	6	37	36	90	96	80	69	33	33	38	60	28	28	95	44	50	3	24	91	45	94	65	50	50	0
AAAB	2002-04-26T00:00:00	51	5	46	36	81	70	19	68	30	30	50	60	28	28	95	44	50	33	24	43	40	90	66	50	50	-0.032632
AAAB	2002-05-03T00:00:00	50	5	53	35	79	53	8	58	29	29	60	60	28	28	96	32	50	62	22	26	38	86	64	50	50	0.006529
AAAB	2002-05-10T00:00:00	49	5	46	36	82	50	8	65	22	22	53	60	30	29	97	33	50	39	21	25	37	86	64	50	50	-0.027027
AAAB	2002-05-17T00:00:00	72	8	44	57	82	47	8	83	20	20	98	59	30	29	98	35	50	32	26	24	34	86	64	50	50	-0.025
AAAB	2002-05-24T00:00:00	70	7	53	57	81	56	34	29	23	23	100	58	30	29	98	35	50	70	27	42	38	89	65	50	50	0.040513
AAAB	2002-05-31T00:00:00	67	5	53	58	81	54	28	4	36	36	100	57	30	29	96	34	50	73	27	39	23	90	28	50	50	0.116587
AAAB	2002-06-07T00:00:00	68	5	51	58	81	52	27	27	36	36	100	57	30	30	94	35	50	61	27	37	19	89	26	50	50	-0.05591
AAAB	2002-06-14T00:00:00	65	4	40	58	84	49	27	3	39	39	98	56	30	30	91	35	50	20	27	36	27	92	33	50	50	0.078961
AAAB	2002-06-21T00:00:00	65	4	40	58	85	46	30	14	37	37	98	56	30	30	91	35	50	21	27	36	34	95	40	50	50	0.006259
AAAB	2002-06-28T00:00:00	66	5	43	58	83	45	36	45	36	36	98	56	30	30	93	35	50	31	26	39	30	86	46	50	50	-0.035885
AAAB	2002-07-05T00:00:00	66	4	47	58	82	43	32	40	34	34	99	56	30	30	86	24	50	46	26	35	36	86	54	50	50	-0.007444
AAAB	2002-07-12T00:00:00	64	3	43	58	84	36	19	9	32	32	98	55	30	30	75	25	50	31	27	25	54	94	52	50	50	0.04
AAAB	2002-07-19T00:00:00	62	3	36	58	90	44	49	6	27	27	96	54	30	72	64	24	50	5	27	45	71	97	61	50	50	0.009615
AAAB	2002-07-26T00:00:00	63	5	41	46	85	69	85	36	27	27	98	53	20	74	71	28	50	25	99	81	43	94	55	50	50	-0.047619
AAAB	2002-08-02T00:00:00	62	4	41	45	84	62	76	22	25	25	98	52	20	74	60	29	50	27	99	71	39	94	54	50	50	0.03625
AAAB	2002-08-09T00:00:00	60	4	46	45	83	81	94	14	21	21	99	51	2	74	40	30	50	47	99	91	33	94	60	50	50	0.056695
AAAB	2002-08-16T00:00:00	57	4	36	42	88	82	94	28	18	18	98	52	2	74	29	42	50	11	99	91	36	94	60	50	50	0.004566
AAAB	2002-08-23T00:00:00	56	4	48	42	81	71	75	15	18	18	100	51	2	74	18	42	50	64	98	76	32	94	55	50	50	0.054545
AAAB	2002-08-30T00:00:00	55	3	42	41	79	72	80	4	25	25	98	50	2	74	8	37	50	35	99	79	58	95	43	50	50	0.103879
AAAB	2002-09-06T00:00:00	55	3	42	41	75	86	94	8	24	24	98	50	2	74	4	37	50	36	99	93	45	92	41	50	50	0.00043
AAAB	2002-09-13T00:00:00	55	3	34	41	85	89	97	16	23	23	94	50	2	74	5	37	50	4	99	96	42	91	49	50	50	0.000351
AAAB	2002-09-20T00:00:00	55	2	43	41	73	84	83	14	22	22	99	49	2	75	4	37	50	41	99	87	42	89	33	50	50	0.001171
AAAB	2002-09-27T00:00:00	55	2	37	41	80	88	90	19	22	22	95	49	2	75	6	38	50	15	99	92	44	90	38	50	50	0
AAAB	2002-10-04T00:00:00	54	2	34	41	85	94	96	19	19	19	93	49	2	74	5	38	50	4	99	98	42	89	35	50	50	-0.00039
AAAB	2002-10-11T00:00:00	54	2	42	41	71	92	89	26	18	18	98	48	2	74	9	38	50	39	98	95	41	91	34	50	50	0.00039
AAAB	2002-10-18T00:00:00	55	3	46	41	67	95	94	56	16	16	99	49	2	74	10	38	50	54	98	97	37	91	37	50	50	0.001364
AAAB	2002-10-25T00:00:00	55	3	42	41	71	97	99	60	15	15	97	49	2	74	8	38	50	38	98	99	43	96	40	50	50	0.000584
AAAB	2002-11-01T00:00:00	55	3	34	41	85	97	98	65	14	14	88	50	2	74	12	38	50	7	99	99	44	97	38	50	50	0.001945
AAAB	2002-11-08T00:00:00	55	3	35	40	85	97	96	57	10	10	89	50	5	74	15	31	50	8	99	98	25	81	54	50	50	0.001165
AAAB	2002-11-15T00:00:00	57	4	36	52	84	98	96	59	10	10	95	50	48	65	20	18	50	13	100	98	23	49	37	50	50	0.000427
AAAB	2002-11-22T00:00:00	57	4	39	52	77	98	94	67	10	10	97	51	48	83	26	17	50	27	100	98	24	50	46	50	50	-0.000039
AAAB	2002-11-29T00:00:00	57	4	46	52	68	98	93	74	10	10	100	51	48	83	36	18	50	56	100	98	20	41	41	50	50	-0.001163
AAAB	2002-12-06T00:00:00	57	4	43	52	71	98	89	50	9	9	99	51	48	83	37	18	50	42	100	96	21	44	48	50	50	0.001552
AAAB	2002-12-13T00:00:00	57	4	47	52	68	97	69	38	9	9	100	51	48	82	37	18	50	56	100	88	20	49	49	50	50	0.001162
AAAB	2002-12-20T00:00:00	57	4	49	52	67	96	59	41	8	8	100	50	48	82	38	18	50	70	100	83	20	48	46	50	50	0.001935
AAAB	2002-12-27T00:00:00	57	4	34	52	87	94	49	42	8	8	94	50	48	82	48	18	50	6	100	77	21	49	45	50	50	-0.001159
AAAB	2003-01-03T00:00:00	57	4	37	52	84	96	51	62	7	7	96	51	48	82	56	18	50	18	100	81	23	60	26	50	50	0.003094
AAAB	2003-01-10T00:00:00	57	4	47	52	67	95	48	63	8	8	100	51	48	82	64	17	50	61	100	78	22	63	29	50	50	-0.000386
AAAB	2003-01-17T00:00:00	57	4	44	52	69	94	40	47	7	7	98	51	49	73	64	17	50	47	100	73	25	57	40	50	50	0.001157
AAAB	2003-01-24T00:00:00	57	3	39	52	80	92	36	31	7	7	94	51	48	74	63	17	50	25	100	69	19	38	34	50	50	0.001541
AAAB	2003-01-31T00:00:00	57	3	37	52	85	92	46	36	7	7	93	51	49	74	72	18	50	20	100	74	19	34	33	50	50	-0.001154
AAAGY	2002-05-31T00:00:00	50	78	50	50	85	49	50	39	22	22	68	17	50	50	52	50	50	50	50	49	27	70	61	51.5	49	0.004436
AAAGY	2002-06-07T00:00:00	50	78	50	50	85	49	50	73	22	22	30	17	50	50	52	50	50	50	50	49	27	70	61	51.5	49	-0.075446
AAAGY	2002-06-14T00:00:00	50	78	50	50	85	49	50	83	1	1	29	17	50	50	52	50	50	50	50	49	27	70	61	51.5	49	-0.07888
AAAGY	2002-06-21T00:00:00	50	78	50	50	85	49	50	43	55	55	29	17	50	50	52	50	50	50	50	49	27	70	61	51.5	49	0.04716
AAAGY	2002-06-28T00:00:00	50	78	50	50	85	49	50	11	60	60	29	17	50	50	52	50	50	50	50	48	27	70	61	51.5	49	0.080108
AAAGY	2002-07-05T00:00:00	50	78	50	50	85	49	50	7	50	50	29	17	50	50	52	50	50	50	50	48	27	70	61	51.5	49	0
AAAGY	2002-07-12T00:00:00	50	78	50	50	85	49	50	40	46	46	29	17	50	50	52	50	50	50	50	48	27	70	61	51.5	49	-0.053639
AAAGY	2002-07-19T00:00:00	50	78	50	50	85	49	50	45	37	37	32	17	50	50	52	50	50	50	50	48	27	70	61	51.5	49	-0.041974
AAAGY	2002-07-26T00:00:00	50	78	50	50	85	45	61	30	29	29	32	17	50	50	52	50	50	50	50	53	27	70	61	51.5	49	0.006351
AAAGY	2002-08-02T00:00:00	50	78	50	50	85	41	40	20	26	26	32	17	50	50	52	50	50	50	50	38	27	70	61	51.5	49	0.030739
AAAGY	2002-08-09T00:00:00	50	78	50	50	85	36	27	6	37	37	25	17	50	50	52	50	50	50	50	29	27	70	61	51.5	49	0.091904
AAAGY	2002-08-16T00:00:00	50	78	50	50	85	53	61	36	31	31	3	17	50	50	52	50	50	50	50	57	27	70	61	51.5	49	-0.014227
AAAGY	2002-08-23T00:00:00	50	78	50	50	85	76	90	62	27	27	5	17	50	50	52	50	50	50	50	86	27	70	61	51.5	49	-0.023124
AAAGY	2002-08-30T00:00:00	50	78	50	50	85	80	95	78	28	28	27	17	50	50	52	50	50	50	50	91	27	70	61	51.5	49	-0.043352
AAAGY	2002-09-06T00:00:00	50	78	50	50	85	72	71	95	41	41	26	17	50	50	52	50	50	50	50	74	27	70	61	51.5	49	-0.124676
AAAGY	2002-09-13T00:00:00	50	78	50	50	85	72	66	94	39	39	9	17	50	50	52	50	50	50	50	71	27	70	61	51.5	49	-0.052415
AAAGY	2002-09-20T00:00:00	50	78	50	50	85	78	78	69	36	36	4	17	50	50	52	50	50	50	50	81	27	70	61	51.5	49	-0.004893
AAAGY	2002-09-27T00:00:00	50	78	50	50	85	83	84	77	36	36	7	17	50	50	52	50	50	50	50	87	27	70	61	51.5	49	-0.057566
AAAGY	2002-10-04T00:00:00	50	78	50	50	85	97	97	65	33	33	15	17	50	50	52	50	50	50	50	99	27	70	61	51.5	49	-0.031809
AAAGY	2002-10-11T00:00:00	50	78	50	50	85	91	84	50	32	32	7	17	50	50	52	50	50	50	50	92	27	70	61	51.5	49	0.017213
AAAGY	2002-10-18T00:00:00	50	78	50	50	85	79	57	3	64	64	3	17	50	50	52	50	50	50	50	71	27	70	61	51.5	49	0.236463
AAAGY	2002-10-25T00:00:00	50	78	50	50	85	63	34	13	61	61	2	17	50	50	52	50	50	50	50	47	27	70	61	51.5	49	0.01797
AAAGY	2002-11-01T00:00:00	50	78	50	50	85	34	9	39	59	59	40	17	50	50	52	50	50	50	50	18	27	70	61	51.5	49	-0.0166
AAAGY	2002-11-08T00:00:00	50	78	50	50	85	28	11	19	58	58	6	17	50	50	52	50	50	50	50	16	27	70	61	51.5	49	0.059914
AAAGY	2002-11-15T00:00:00	50	78	50	50	85	37	22	52	54	54	10	17	50	50	52	50	50	50	50	27	27	70	61	51.5	49	-0.025236
AAAGY	2002-11-22T00:00:00	50	78	50	50	85	34	24	78	52	52	17	17	50	50	52	50	50	50	50	26	27	70	61	51.5	49	-0.046657
AAAGY	2002-11-29T00:00:00	50	78	50	50	85	36	29	92	51	51	3	17	50	50	52	50	50	50	50	30	27	70	61	51.5	49	-0.018888
AAAGY	2002-12-06T00:00:00	50	78	50	50	85	42	38	70	48	48	23	17	50	50	52	50	50	50	50	38	27	70	61	51.5	49	0.003321
AAAGY	2002-12-13T00:00:00	50	78	50	50	85	89	92	31	47	47	2	17	50	50	52	50	50	50	50	94	27	70	61	51.5	49	0.018146
AAAGY	2002-12-20T00:00:00	50	78	50	50	85	90	91	63	47	47	22	17	50	50	52	50	50	50	50	95	27	70	61	51.5	49	-0.023904
AAAGY	2002-12-27T00:00:00	50	78	50	50	85	77	75	30	32	32	4	17	50	50	52	50	50	50	50	83	27	70	61	51.5	49	0.022022
AAAGY	2003-01-03T00:00:00	50	52	50	50	85	92	85	61	30	30	8	14	50	50	52	50	50	50	50	94	27	70	61	51.5	49	0.001268
AAAGY	2003-01-10T00:00:00	50	54	50	50	85	81	66	69	29	29	2	14	50	50	52	50	50	50	50	81	27	70	61	51.5	49	-0.01278
AAAGY	2003-01-17T00:00:00	50	53	50	50	85	51	31	51	24	24	6	14	50	50	52	50	50	50	50	36	27	70	61	51.5	49	0.003969
AAAGY	2003-01-24T00:00:00	50	52	50	50	85	36	15	68	24	24	14	14	50	50	52	50	50	50	50	19	27	70	61	51.5	49	-0.041418
AAAGY	2003-01-31T00:00:00	50	53	50	50	85	44	22	82	25	25	30	14	50	50	52	50	50	50	50	28	87	85	44	51.5	49	-0.049616
AAAGY	2003-02-07T00:00:00	50	54	50	50	100	60	50	66	23	23	17	14	50	50	52	50	50	50	50	55	87	85	43	51.5	49	-0.013953
AAAGY	2003-02-14T00:00:00	50	54	50	50	99	47	38	73	21	21	19	14	50	50	52	50	50	50	50	40	88	86	39	51.5	49	-0.023426
AAAGY	2003-02-21T00:00:00	50	55	50	50	99	58	63	50	22	22	15	14	50	50	52	50	50	50	50	61	87	90	37	51.5	49	0.023988
AAAGY	2003-02-28T00:00:00	50	53	50	50	100	49	48	37	22	22	10	14	50	50	52	50	50	50	50	46	86	88	40	51.5	49	0.012932
AAAGY	2003-03-07T00:00:00	50	50	50	50	100	37	38	13	24	24	15	13	50	50	52	50	50	50	50	33	83	70	38	51.5	49	0.035425
AAAGY	2003-03-14T00:00:00	50	49	50	50	70	44	52	14	23	23	37	13	50	50	52	50	50	50	50	47	84	72	40	51.5	49	0.016268

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