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 ⌀
AABC	2004-05-07T00:00:00	43	65	67	20	76	50	52	45	41	41	32	88	17	98	60	70	50	14	56	52	30	12	1	40	71	-0.034515
AABC	2004-05-14T00:00:00	43	62	81	22	76	41	36	29	40	40	44	87	18	98	63	70	50	60	64	37	44	15	2	42	75	0.007239
AABC	2004-05-21T00:00:00	43	64	69	22	76	48	53	43	39	39	33	87	18	98	65	69	50	23	64	52	45	15	2	46	74	-0.003705
AABC	2004-05-28T00:00:00	43	65	70	22	77	55	77	38	37	37	33	87	18	98	68	69	50	24	64	69	45	17	1	49	73	0.032129
AABC	2004-06-04T00:00:00	43	65	69	22	77	28	22	43	36	36	33	87	19	98	63	69	50	23	64	21	45	18	1	49	73	0
AABC	2004-06-11T00:00:00	43	65	71	23	77	43	59	57	33	33	34	87	18	98	62	53	50	29	63	52	46	20	1	50	72	-0.00281
AABC	2004-06-18T00:00:00	43	64	69	23	77	44	58	46	26	26	33	87	19	98	61	63	50	25	64	52	46	20	2	52	72	0.002096
AABC	2004-06-25T00:00:00	44	67	63	23	78	64	83	78	26	26	28	87	19	98	65	63	50	5	63	77	53	33	1	40	63	-0.019109
AABC	2004-07-02T00:00:00	43	64	80	23	77	58	67	37	27	27	41	87	19	98	66	64	50	53	64	65	54	37	1	38	47	0.02742
AABC	2004-07-09T00:00:00	43	65	75	23	77	65	70	66	30	30	37	88	19	97	65	63	50	38	63	71	50	22	3	53	53	-0.034345
AABC	2004-07-16T00:00:00	42	63	73	23	79	62	72	23	30	30	36	87	19	98	41	63	50	31	63	70	49	25	4	49	56	0.026897
AABC	2004-07-23T00:00:00	42	61	77	23	78	62	69	46	30	30	38	87	40	98	8	47	50	46	92	68	46	34	5	53	54	-0.026192
AABC	2004-07-30T00:00:00	42	64	63	23	79	62	66	43	29	29	60	87	40	98	12	47	50	8	91	67	49	32	6	41	53	0.010151
AABC	2004-08-06T00:00:00	40	61	68	22	79	59	55	41	27	27	57	87	41	97	7	66	50	21	91	58	45	23	6	49	51	-0.023766
AABC	2004-08-13T00:00:00	69	60	83	28	98	60	59	42	26	26	98	85	8	96	14	76	50	59	89	61	44	23	5	49	50	0
AABC	2004-08-20T00:00:00	69	63	75	28	98	47	33	70	24	24	94	86	9	96	37	76	50	29	89	38	47	21	10	50	44	0
AABC	2004-08-27T00:00:00	70	65	67	28	98	54	58	66	24	24	90	86	9	96	44	76	50	7	89	57	45	25	10	67	46	0.002179
AABC	2004-09-03T00:00:00	69	61	71	28	98	49	41	34	26	26	92	85	9	96	44	76	50	18	89	43	44	21	17	72	43	0.033888
AABC	2004-09-10T00:00:00	70	65	72	27	98	62	67	79	27	27	91	86	9	96	43	76	50	19	89	67	46	33	24	88	39	-0.025018
AABC	2004-09-17T00:00:00	72	68	70	27	98	56	62	94	23	23	90	86	9	96	51	76	50	13	88	60	51	24	46	95	32	-0.050279
AABC	2004-09-24T00:00:00	70	63	67	27	98	58	57	31	32	32	89	86	9	96	37	76	50	7	88	58	49	18	48	90	12	0.068447
AABC	2004-10-01T00:00:00	70	63	68	27	98	60	64	25	32	32	89	86	9	96	48	76	50	9	88	63	49	25	49	91	10	0.035256
AABC	2004-10-08T00:00:00	70	62	83	27	98	60	61	50	32	32	97	86	9	96	40	76	50	57	88	61	41	31	52	89	16	-0.027117
AABC	2004-10-15T00:00:00	70	62	77	27	99	51	42	51	29	29	91	86	9	96	41	76	50	35	88	45	39	37	52	91	17	-0.000728
AABC	2004-10-22T00:00:00	70	62	72	27	99	49	37	47	27	27	86	86	41	96	34	76	50	21	88	41	45	33	50	93	19	0.001457
AABC	2004-10-29T00:00:00	43	53	69	53	99	59	60	44	24	24	67	85	54	4	51	73	50	18	8	62	45	31	50	93	19	0.014981
AABC	2004-11-05T00:00:00	44	56	77	52	99	48	28	88	25	25	69	85	54	4	58	74	50	41	8	35	43	55	39	88	18	-0.035896
AABC	2004-11-12T00:00:00	45	54	79	51	97	33	11	59	26	26	73	85	55	4	56	75	50	45	8	18	42	54	35	87	15	0.039388
AABC	2004-11-19T00:00:00	45	54	83	51	98	56	59	75	25	25	77	85	55	4	60	75	50	57	8	60	40	49	38	89	14	-0.017518
AABC	2004-11-26T00:00:00	46	56	80	51	98	61	67	76	21	21	74	86	55	5	64	5	50	48	8	66	48	49	53	93	11	0
AABC	2004-12-03T00:00:00	47	59	81	51	98	52	51	88	16	16	76	86	55	4	73	5	50	51	8	52	49	47	60	94	12	-0.01783
AABC	2004-12-10T00:00:00	46	57	66	51	98	56	52	47	14	14	58	85	55	3	64	5	50	6	8	55	60	73	66	87	15	0.018154
AABC	2004-12-17T00:00:00	45	55	78	51	98	56	56	19	19	19	72	86	55	3	52	5	50	42	8	58	51	44	61	85	9	0.051452
AABC	2004-12-24T00:00:00	46	59	66	51	98	55	56	73	23	23	59	86	55	4	69	5	50	7	8	56	59	65	55	72	7	-0.033084
AABC	2004-12-31T00:00:00	46	58	81	51	98	38	19	49	24	24	76	86	55	3	77	5	50	50	8	25	59	64	58	74	7	0.019399
AABC	2005-01-07T00:00:00	45	58	67	51	98	45	32	44	19	19	65	86	55	3	72	5	50	10	8	36	45	57	61	66	6	-0.021347
AABC	2005-01-14T00:00:00	45	56	77	51	98	39	25	22	18	18	55	86	55	2	69	5	50	40	8	28	44	64	53	80	7	0.021167
AABC	2005-01-21T00:00:00	45	57	64	51	98	36	19	29	16	16	36	86	55	2	71	5	50	3	8	24	21	57	49	75	6	-0.001405
AABC	2005-01-28T00:00:00	45	55	81	51	98	29	13	44	15	15	60	86	55	2	67	5	50	50	8	17	21	56	51	77	6	-0.002041
AABC	2005-02-04T00:00:00	45	57	76	51	98	35	33	64	13	13	54	86	55	2	72	5	50	36	8	30	27	62	54	84	10	0.00275
AABC	2005-02-11T00:00:00	44	58	63	51	98	53	66	58	12	12	34	86	56	2	67	6	50	1	8	62	27	62	54	84	10	-0.000703
AABC	2005-02-18T00:00:00	45	59	63	51	98	36	29	67	12	12	34	86	56	2	61	6	50	1	8	29	28	57	55	80	10	-0.014495
AABC	2005-02-25T00:00:00	44	57	76	51	98	31	46	47	9	9	54	86	56	2	67	13	50	38	48	36	27	57	58	81	10	0.010496
AABC	2005-03-04T00:00:00	43	59	68	25	97	34	54	73	8	8	27	87	34	1	66	76	50	41	50	41	17	47	71	71	15	-0.0118
AABC	2005-03-11T00:00:00	42	57	72	25	97	43	68	50	8	8	33	87	35	2	63	77	50	55	51	57	17	46	67	72	12	-0.003504
AABC	2005-03-18T00:00:00	43	60	72	24	98	44	69	84	13	13	30	88	35	2	70	77	50	53	52	58	16	29	47	67	14	-0.050657
AABC	2005-03-25T00:00:00	42	58	68	24	98	47	59	17	20	20	27	87	34	2	57	77	50	44	51	54	52	41	26	62	20	0.045197
AABC	2005-04-01T00:00:00	42	54	75	24	98	40	44	12	20	20	34	87	34	1	46	77	50	70	51	41	52	58	27	59	20	0.028419
AABC	2005-04-08T00:00:00	42	58	62	24	98	41	43	48	21	21	19	87	34	2	57	77	50	26	51	41	63	55	26	62	18	-0.027633
AABC	2005-04-15T00:00:00	41	54	56	24	97	37	39	13	18	18	13	87	34	1	49	77	50	6	52	36	73	71	19	55	26	0.011281
AABC	2005-04-22T00:00:00	42	57	59	23	97	41	47	54	17	17	22	87	39	1	46	77	50	15	52	43	56	72	16	50	34	-0.017447
AABC	2005-04-29T00:00:00	42	54	86	46	76	36	32	15	17	17	60	83	21	1	33	74	50	55	66	32	45	81	7	43	50	0.028528
AABC	2005-05-06T00:00:00	43	57	72	47	76	38	44	48	16	16	52	83	21	1	28	73	50	9	65	39	43	80	7	42	47	0
AABC	2005-05-13T00:00:00	44	54	78	50	76	28	25	33	14	14	53	83	23	1	30	73	50	28	67	23	44	82	4	36	51	-0.000637
AABC	2005-05-20T00:00:00	45	57	84	50	76	43	69	71	11	11	64	83	23	1	34	73	50	50	67	57	34	84	14	30	65	-0.009063
AABC	2005-05-27T00:00:00	45	61	74	50	77	56	82	80	8	8	47	83	23	2	33	73	50	16	67	72	24	89	2	19	71	-0.011217
AABC	2005-06-03T00:00:00	45	61	71	50	78	46	60	72	6	6	43	84	23	2	29	73	50	9	68	53	31	92	1	27	90	0
AABC	2005-06-10T00:00:00	46	62	70	50	79	61	87	87	7	7	43	84	23	2	37	75	50	8	67	78	45	90	1	19	94	-0.02493
AABC	2005-06-17T00:00:00	48	64	81	50	78	50	63	95	8	8	57	84	23	1	50	2	50	37	67	57	59	90	2	12	95	-0.03483
AABC	2005-06-24T00:00:00	46	62	73	51	76	63	82	33	16	16	46	84	23	1	43	2	50	15	68	76	56	85	3	4	96	0.053517
AABC	2005-07-01T00:00:00	46	61	84	51	76	59	67	46	14	14	63	84	23	8	43	2	50	46	67	65	56	85	4	5	98	0.006486
AABC	2005-07-08T00:00:00	47	62	82	51	74	62	68	71	13	13	61	84	23	8	48	3	50	42	68	68	56	88	3	4	99	-0.015641
AABC	2005-07-15T00:00:00	47	62	88	50	74	52	47	62	13	13	71	84	23	6	43	2	50	69	67	48	53	76	9	7	97	0.010814
AABC	2005-07-22T00:00:00	47	63	82	51	77	46	30	69	12	12	76	84	18	5	49	2	50	40	64	35	59	78	11	8	98	0
AABC	2005-07-29T00:00:00	79	66	76	94	77	44	33	13	24	24	93	85	5	5	43	100	50	30	10	36	59	63	5	13	98	0.071392
AABC	2005-08-05T00:00:00	79	69	75	94	76	35	19	68	29	29	96	85	5	6	41	100	50	28	10	23	56	64	4	11	100	-0.053322
AABC	2005-08-12T00:00:00	78	70	67	93	76	25	10	66	27	27	94	85	4	7	51	100	50	5	10	13	57	65	4	11	99	-0.014063
AABC	2005-08-19T00:00:00	76	63	78	93	75	43	49	10	34	34	97	85	5	8	29	100	50	37	11	45	82	75	2	19	98	0.071392
AABC	2005-08-26T00:00:00	77	68	66	93	76	41	48	40	34	34	93	85	5	8	42	100	50	3	11	44	79	84	2	9	99	-0.029955
AABC	2005-09-02T00:00:00	73	56	76	93	67	32	27	2	57	57	97	84	5	9	17	100	50	34	12	26	96	99	8	37	81	0.172467
AABC	2005-09-09T00:00:00	74	56	74	93	65	36	32	12	56	56	96	84	5	8	21	100	50	29	12	30	97	98	8	36	81	0.011168
AABC	2005-09-16T00:00:00	73	53	84	93	64	31	29	7	55	55	99	84	5	9	17	100	50	59	12	26	97	99	7	38	81	0.023153
AABC	2005-09-23T00:00:00	72	53	85	92	64	53	75	19	53	53	99	84	5	8	14	100	50	64	11	67	97	98	8	37	81	-0.008486
AABC	2005-09-30T00:00:00	73	56	70	92	64	39	40	59	53	53	94	84	5	8	21	100	50	16	11	37	96	98	16	33	83	-0.018864
AABC	2005-10-07T00:00:00	73	54	86	93	65	38	32	59	52	52	99	84	5	9	18	100	50	69	11	32	92	99	16	38	82	-0.032044
AABC	2005-10-14T00:00:00	72	54	75	93	65	64	83	40	50	50	91	84	5	9	17	100	50	28	11	77	92	99	16	36	78	0.00423
AABC	2005-10-21T00:00:00	72	53	81	93	64	54	65	35	48	48	97	84	5	9	15	100	50	49	11	62	90	99	17	37	78	0.004823
AABC	2005-10-28T00:00:00	72	53	67	92	63	86	96	31	44	44	81	84	5	9	18	100	50	8	11	93	88	99	17	41	78	0.01367
AABC	2005-11-04T00:00:00	72	53	72	92	60	84	94	54	39	39	87	84	5	31	19	43	50	22	24	92	89	99	15	39	78	0.005933
AABC	2005-11-11T00:00:00	48	47	78	55	59	87	95	5	46	46	71	83	23	23	9	11	50	51	19	93	46	92	19	17	94	0.126847
AABC	2005-11-18T00:00:00	48	52	63	55	60	86	93	28	45	45	57	84	23	22	10	12	50	7	20	92	58	93	22	20	93	-0.021255
AABC	2005-11-25T00:00:00	48	49	73	55	59	81	72	23	44	44	67	84	23	21	12	11	50	33	20	79	58	97	27	21	89	0.018043
AABC	2005-12-02T00:00:00	48	48	78	55	60	78	66	37	42	42	72	84	23	19	22	11	50	48	20	76	51	96	31	24	87	0.01194
AABC	2005-12-09T00:00:00	49	49	74	55	60	83	71	52	42	42	69	84	23	19	19	11	50	38	20	82	52	96	28	23	85	-0.013896
AABC	2005-12-16T00:00:00	47	47	75	55	60	84	75	12	41	41	70	83	23	19	17	11	50	41	20	84	40	95	21	21	86	0.043871
AABC	2005-12-23T00:00:00	48	49	69	55	60	84	76	61	43	43	64	84	23	19	22	12	50	24	20	84	42	93	24	25	85	-0.025522
AABC	2005-12-30T00:00:00	49	53	68	55	59	79	61	75	44	44	39	84	23	46	37	11	50	19	20	73	49	94	27	26	83	-0.029745
AABC	2006-01-06T00:00:00	49	52	79	55	59	93	96	69	42	42	52	84	24	42	31	11	50	53	20	96	49	92	27	28	83	0.021013
AAC	2021-02-12T00:00:00	46	50	77	38	91	69.5	59.5	81	2	2	13	53	50	99	54	6	91	20	50	68	76	50	79	35	41	-0.003791
AAC	2021-02-19T00:00:00	46	51	77	38	91	69.5	59.5	59	2	2	16	52	50	99	54	6	90	22	50	68	76	50	79	35	41	-0.000951
AAC	2021-02-26T00:00:00	46	50	77	41	91	69.5	59.5	43	3	3	45	52	50	99	54	6	90	58	50	68	76	50	79	35	41	-0.019048
AAC	2021-03-05T00:00:00	46	51	77	37	91	69.5	59.5	51	2	2	6	52	50	99	54	6	90	7	50	68	76	50	79	35	41	-0.013592
AAC	2021-03-12T00:00:00	47	51	77	39	91	69.5	59.5	86	1	1	18	53	50	99	54	6	90	27	50	68	76	50	79	35	41	-0.009843
AAC	2021-03-19T00:00:00	47	51	77	37	91	69.5	59.5	68	1	1	8	53	50	99	54	6	90	10	50	68	76	50	79	35	41	-0.00497
AAC	2021-03-26T00:00:00	48	51	78	41	91	69.5	59.5	35	4	4	35	52	50	99	54	6	90	50	50	70	76	50	79	35	41	0.010989
AAC	2021-04-02T00:00:00	47	50	78	37	91	69.5	59.5	78	8	8	8	52	50	98	54	6	90	10	50	68	76	50	79	35	41	-0.034585
AAC	2021-04-09T00:00:00	47	50	78	40	91	9	19	60	9	9	31	52	50	98	54	6	90	36	50	11	76	50	79	35	41	0.010747
AAC	2021-04-16T00:00:00	47	50	78	39	91	10	27	66	9	9	21	52	50	98	54	6	90	25	50	14	76	50	79	35	41	-0.004557
AAC	2021-04-23T00:00:00	48	49	78	41	91	24	54	54	8	8	39	52	50	98	54	6	90	39	50	37	76	50	79	35	41	-0.002035
AAC	2021-04-30T00:00:00	47	50	78	38	91	33	51	51	8	8	10	52	50	98	54	6	90	10	50	41	76	50	79	35	41	0.002039

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