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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 ⌀
AACC	2013-03-22T00:00:00	36	55	96	44	76	17	54	9	84	84	25	62	67	51	57	29	50	59	77	33	29	17	32	65	68	0.010786
AACC	2013-03-29T00:00:00	36	54	96	44	79	30	80	14	84	84	21	62	67	52	73	29	50	50	77	56	27	19	32	65	70	0.027439
AACC	2013-04-05T00:00:00	36	52	96	43	74	30	78	17	84	84	27	62	67	62	54	29	50	62	77	54	34	32	24	65	75	-0.007418
AACC	2013-04-12T00:00:00	37	57	96	44	88	38	80	67	83	83	19	62	67	60	36	29	50	32	76	60	34	24	24	68	76	-0.028401
AACC	2013-04-19T00:00:00	37	56	96	43	92	26	47	43	82	82	14	62	67	59	26	29	50	19	77	34	45	29	25	62	74	-0.001538
AACC	2013-04-26T00:00:00	37	54	96	45	72	25	49	69	80	80	35	62	23	59	25	27	50	66	59	35	48	30	24	60	75	0
AACC	2013-05-03T00:00:00	38	44	95	35	65	74	99	64	78	78	71	62	35	65	35	28	50	63	79	90	53	33	25	59	78	0.003082
AACC	2013-05-10T00:00:00	39	47	95	40	87	71	93	65	77	77	56	63	34	69	10	28	50	25	80	85	54	34	26	59	78	0.009217
AACC	2013-05-17T00:00:00	39	46	95	41	92	74	95	58	53	53	47	63	34	70	7	28	50	9	80	88	53	36	26	62	79	0.013699
AACC	2013-05-24T00:00:00	39	45	95	41	87	78	95	34	52	52	56	62	33	70	6	28	50	25	80	90	55	33	26	44	87	0.006006
AACC	2013-05-31T00:00:00	39	42	94	41	79	83	95	30	51	51	65	63	33	70	11	28	50	40	80	92	59	34	26	42	87	0.013433
AACC	2013-06-07T00:00:00	39	40	94	41	63	73	68	10	51	51	73	62	33	70	10	28	50	53	81	73	61	39	25	41	83	0.044183
AACC	2013-06-14T00:00:00	40	45	95	41	59	78	73	87	65	65	78	63	33	71	13	96	50	64	81	79	63	45	21	36	85	-0.081805
AACE	1998-01-09T00:00:00	79	45	86	75	86	58	55	49	37	37	64	48	35	50	46	57	76	34	56	70	40	50	43.5	46	69	-0.027733
AACE	1998-01-16T00:00:00	79	45	86	75	86	58	55	55	37	37	60	48	35	50	46	57	76	34	56	70	40	50	43.5	46	69	0.005668
AACE	1998-01-23T00:00:00	79	45	86	75	86	58	55	81	45	45	62	48	35	50	46	57	76	34	56	70	40	50	43.5	46	69	-0.039818
AACE	1998-01-30T00:00:00	79	45	86	75	86	58	55	87	22	22	64	48	35	50	46	57	76	34	56	70	40	50	43.5	46	69	-0.02954
AACE	1998-02-06T00:00:00	36	45	95	36	86	58	55	35	54	54	64	48	35	80	46	57	76	44	56	70	40	50	43.5	46	69	0.073171
AACE	1998-02-13T00:00:00	37	45	95	38	86	58	55	25	45	45	82	48	35	77	46	57	77	73	56	69	40	50	43.5	46	69	0.034091
AACE	1998-02-20T00:00:00	38	45	95	40	86	58	55	64	43	43	82	48	35	76	46	57	77	5	56	71	40	50	43.5	46	69	-0.032967
AACE	1998-02-27T00:00:00	38	45	95	40	86	58	55	5	76	76	85	48	35	76	46	57	77	81	56	69	40	50	43.5	46	69	0.176182
AACE	1998-03-06T00:00:00	38	45	95	40	86	53	53	43	76	76	85	48	35	75	46	57	77	37	56	53	40	50	43.5	46	69	-0.053177
AACE	1998-03-13T00:00:00	38	45	95	40	86	46	46	62	72	72	86	48	35	73	46	57	77	42	56	46	40	50	43.5	46	69	-0.030612
AACE	1998-03-20T00:00:00	39	45	95	39	86	21	21	82	67	67	86	48	35	71	46	57	77	3	56	21	40	50	43.5	46	69	-0.021053
AACE	1998-03-27T00:00:00	39	45	95	39	86	15	16	5	79	79	85	48	35	68	46	57	78	21	56	15	40	50	43.5	46	69	0.182796
AACE	1998-04-03T00:00:00	43	45	95	40	86	54	59	7	76	76	83	48	35	65	46	57	79	19	56	57	40	50	43.5	46	69	0.054545
AACE	1998-04-10T00:00:00	43	45	95	40	86	66	71	5	74	74	84	48	35	65	46	57	78	1	56	69	40	50	43.5	46	69	0.056
AACE	1998-04-17T00:00:00	44	45	95	40	86	43	41	3	76	76	85	48	35	65	46	57	78	43	56	42	40	50	43.5	46	69	0.134731
AACE	1998-04-24T00:00:00	44	45	95	40	86	93	94	28	77	77	54	48	35	65	46	57	78	56	56	94	40	50	43.5	46	69	-0.05036
AACE	1998-05-01T00:00:00	44	45	95	40	86	76	75	54	77	77	72	48	35	65	46	57	78	83	56	76	40	50	43.5	46	69	-0.030303
AACE	1998-05-08T00:00:00	90	45	88	89	86	54	48	54	73	73	82	48	35	67	46	57	78	26	56	51	40	50	43.5	46	69	0
AACE	1998-05-15T00:00:00	92	45	86	91	86	39	31	88	75	75	77	48	35	71	46	57	78	67	56	35	40	50	43.5	46	69	-0.085938
AACE	1998-05-22T00:00:00	92	45	86	91	86	91	93	5	79	79	74	48	35	71	46	57	78	30	56	92	40	50	43.5	46	69	0.136752
AACE	1998-05-29T00:00:00	92	45	86	91	86	92	94	66	81	81	74	48	35	71	46	57	78	38	56	93	40	50	43.5	46	69	-0.071398
AACE	1998-06-05T00:00:00	92	45	87	91	86	95	95	6	78	78	74	48	35	71	46	57	78	45	56	95	40	50	43.5	46	69	0.076888
AACE	1998-06-12T00:00:00	92	45	87	92	86	98	98	27	77	77	73	48	35	71	46	57	78	39	56	98	40	50	43.5	46	69	-0.022556
AACE	1998-06-19T00:00:00	92	45	86	92	86	94	94	18	74	74	73	48	35	71	46	57	78	42	56	94	40	50	43.5	46	69	0.007692
AACE	1998-06-26T00:00:00	92	45	86	92	86	89	80	21	67	67	73	48	35	71	46	57	78	20	56	86	40	50	43.5	46	69	0.026687
AACE	1998-07-03T00:00:00	92	45	86	92	86	88	76	27	63	63	78	48	35	71	46	57	78	18	56	83	40	50	43.5	46	69	0.018618
AACE	1998-07-10T00:00:00	92	45	87	92	86	64	36	5	66	66	94	48	35	71	46	57	78	15	56	50	40	50	43.5	46	69	0.10219
AACE	1998-07-17T00:00:00	92	45	86	92	86	94	95	41	66	66	97	48	35	71	46	57	78	53	56	95	40	50	43.5	46	69	-0.039735
AACE	1998-07-24T00:00:00	92	45	86	92	86	85	58	84	72	72	93	48	35	71	46	57	78	33	56	73	40	50	43.5	46	69	-0.124138
AACE	1998-07-31T00:00:00	92	45	86	92	86	94	94	86	67	67	93	48	35	71	46	57	78	33	56	95	40	50	43.5	46	69	-0.062992
AACE	1998-08-07T00:00:00	92	45	86	92	86	93	90	39	63	63	95	48	35	71	46	57	77	42	56	93	40	50	43.5	46	69	0.042017
AACE	1998-08-14T00:00:00	92	45	86	93	86	92	89	62	60	60	99	48	35	72	46	57	78	70	56	91	40	50	43.5	46	69	-0.056452
AACE	1998-08-21T00:00:00	92	45	86	93	86	92	91	18	59	59	95	48	35	71	46	57	77	44	56	92	40	50	43.5	46	69	0.051282
AACE	1998-08-28T00:00:00	92	45	86	92	86	91	85	36	53	53	97	48	35	71	46	57	77	57	56	89	40	50	43.5	46	69	-0.065041
AACE	1998-09-04T00:00:00	92	45	86	93	86	96	97	57	52	52	96	48	35	71	46	57	77	64	56	97	40	50	43.5	46	69	-0.086957
AACE	1998-09-11T00:00:00	92	45	86	93	86	91	82	43	49	49	81	48	35	78	46	57	77	13	56	88	32	43	85	46	69	0.028571
AACE	1998-09-18T00:00:00	92	45	86	92	99	65	34	64	40	40	77	48	35	78	46	57	77	5	56	50	32	47	86	46	69	-0.009259
AACE	1998-09-25T00:00:00	75	45	86	78	73	60	23	78	37	37	71	48	35	81	46	57	77	81	56	41	30	46	87	46	69	-0.046729
AACE	1998-10-02T00:00:00	74	45	86	77	97	78	52	74	31	31	43	48	35	81	46	57	77	13	56	66	29	49	85	46	69	-0.04902
AACE	1998-10-09T00:00:00	74	45	86	77	78	67	42	36	25	25	22	48	35	44	46	57	77	42	56	55	25	58	94	46	69	-0.005196
AACE	1998-10-16T00:00:00	75	45	86	77	78	82	71	25	27	27	28	48	35	42	46	57	77	43	56	78	24	59	93	46	69	0.077765
AACE	1998-10-23T00:00:00	75	45	86	77	91	80	71	20	30	30	5	48	35	43	46	57	78	7	56	76	22	61	93	46	69	0.096154
AACE	1998-10-30T00:00:00	75	45	86	77	89	67	52	14	32	32	11	48	35	43	46	57	78	16	56	60	17	58	92	46	69	0.105263
AACE	1998-11-06T00:00:00	42	45	92	77	92	70	61	30	29	29	1	48	35	40	46	57	77	1	56	66	14	60	83	46	69	0.031746
AACE	1998-11-13T00:00:00	42	45	91	75	78	71	46	67	31	31	25	48	35	42	46	57	78	44	56	59	17	68	83	46	69	-0.069231
AACE	1998-11-20T00:00:00	44	45	91	75	89	59	30	81	31	31	8	48	35	43	46	57	77	14	56	43	19	73	71	46	69	-0.033058
AACE	1998-11-27T00:00:00	44	45	91	75	84	58	30	85	31	31	18	48	35	42	46	57	76	35	56	43	17	78	75	46	69	-0.02988
AACE	1998-12-04T00:00:00	41	22	90	75	75	72	57	84	31	31	27	46	35	42	46	57	77	53	56	66	9	75	73	46	69	-0.048492
AACE	1998-12-11T00:00:00	40	19	89	75	78	74	67	28	32	32	26	45	35	43	46	57	77	52	56	72	8	72	71	46	69	0.074074
AACE	1998-12-18T00:00:00	40	20	89	75	94	84	76	34	33	33	3	45	35	43	46	57	76	5	56	84	8	75	77	46	69	0
AACE	1998-12-25T00:00:00	41	20	89	76	80	93	88	52	32	32	25	45	35	43	46	57	76	52	56	94	8	80	72	46	69	-0.017241
AACE	1999-01-01T00:00:00	40	20	90	75	89	90	83	36	31	31	18	45	35	43	81	57	76	37	56	90	7	80	68	46	69	0.052632
AACE	1999-01-08T00:00:00	41	22	90	75	79	78	59	84	28	28	31	46	35	47	95	57	76	61	56	72	8	85	73	46	69	-0.05
AACE	1999-01-15T00:00:00	42	26	90	75	87	67	36	91	30	30	30	47	35	38	96	57	76	41	56	52	5	87	77	46	69	-0.070175
AACE	1999-01-22T00:00:00	41	23	90	75	78	58	27	56	30	30	44	47	35	37	96	57	76	63	56	40	2	91	81	46	69	0.037736
AACE	1999-01-29T00:00:00	41	23	90	75	89	46	18	44	28	28	28	46	35	38	96	57	76	39	56	30	1	95	74	46	69	0.018182
AACE	1999-02-05T00:00:00	41	23	90	75	94	66	56	31	26	26	13	46	35	38	96	57	76	18	56	63	1	95	71	46	69	0
AACE	1999-02-12T00:00:00	46	27	91	33	96	65	59	70	26	26	49	46	35	35	97	57	77	7	56	63	2	93	68	46	69	-0.053571
AACE	1999-02-19T00:00:00	46	26	91	34	82	56	47	65	23	23	51	46	35	36	97	57	77	62	56	51	2	93	69	46	69	-0.018868
AACE	1999-02-26T00:00:00	46	27	91	34	91	63	63	58	22	22	56	46	35	36	92	57	77	33	56	65	1	93	69	46	69	-0.004769
AACE	1999-03-05T00:00:00	46	27	91	33	90	45	28	64	25	25	58	46	35	36	92	57	77	38	56	34	2	93	72	46	69	-0.014531
AACE	1999-03-12T00:00:00	46	27	91	33	92	31	16	48	23	23	57	46	35	37	96	57	77	34	56	20	2	93	71	46	69	0.009804
AACE	1999-03-19T00:00:00	47	25	91	34	94	45	32	38	22	22	54	45	35	37	95	57	76	25	56	36	2	96	71	46	69	0.009709
AACE	1999-03-26T00:00:00	47	26	91	34	96	45	44	40	19	19	48	45	35	38	85	57	76	7	56	44	1	94	74	46	69	-0.004769
AACE	1999-04-02T00:00:00	48	22	91	33	90	52	54	31	18	18	63	45	35	40	78	57	76	44	56	54	1	93	72	46	69	0.014454
AACE	1999-04-09T00:00:00	48	23	91	33	95	39	29	33	17	17	82	45	35	39	75	57	76	18	56	31	1	90	76	46	69	0.009524
AACE	1999-04-16T00:00:00	49	25	91	33	93	36	30	54	15	15	85	46	35	33	66	57	76	33	56	30	1	89	69	46	69	-0.004679
AACE	1999-04-23T00:00:00	47	21	91	33	97	41	39	13	25	25	69	45	35	33	59	57	76	7	56	38	4	92	49	46	69	0.118441
AACE	1999-04-30T00:00:00	47	20	91	33	85	38	33	36	24	24	98	45	35	32	68	57	76	72	56	33	5	84	28	46	69	-0.008475
AACE	1999-05-07T00:00:00	47	21	91	33	95	40	44	39	22	22	78	45	35	33	66	57	76	23	56	40	5	89	32	46	69	0
AACE	1999-05-14T00:00:00	97	26	81	95	95	43	56	57	21	21	85	47	35	35	66	57	75	25	56	49	7	96	55	46	69	-0.00212
AACE	1999-05-21T00:00:00	97	27	80	96	98	45	55	53	19	19	82	47	35	38	55	57	74	2	56	50	7	96	58	46	69	0.002124
AACE	1999-05-28T00:00:00	97	26	80	96	95	53	62	47	18	18	88	47	35	55	54	57	74	27	56	59	7	95	55	46	69	-0.008547
AACE	1999-06-04T00:00:00	97	26	80	96	89	57	66	62	18	18	95	47	35	55	47	57	74	51	56	63	11	96	51	46	69	-0.008621
AACE	1999-06-11T00:00:00	97	26	80	96	88	47	49	53	16	16	97	47	35	55	45	57	75	56	56	48	7	97	51	46	69	0
AACE	1999-06-18T00:00:00	97	27	80	96	93	70	84	57	16	16	91	47	35	55	41	57	75	36	56	80	6	93	41	46	69	0
AACE	1999-06-25T00:00:00	97	29	80	96	96	63	75	59	16	16	87	47	35	55	42	57	75	18	56	73	7	91	49	46	69	-0.008696
AACE	1999-07-02T00:00:00	98	31	80	96	97	61	67	77	10	10	85	48	35	56	47	57	75	9	56	67	14	91	48	46	69	-0.008772
AACE	1999-07-09T00:00:00	98	30	80	96	94	58	57	56	10	10	91	48	35	56	37	57	75	35	56	59	30	77	53	46	69	0.013239
AACE	1999-07-16T00:00:00	97	26	80	96	90	56	51	26	12	12	96	48	35	55	31	57	75	53	56	55	20	72	58	46	69	0.056805
AACE	1999-07-23T00:00:00	97	27	80	96	97	58	58	38	12	12	83	48	35	53	48	57	75	13	56	60	15	56	56	46	69	-0.024793
AACE	1999-07-30T00:00:00	97	24	80	96	88	56	45	24	12	12	97	47	35	53	47	57	75	60	56	51	9	59	79	46	69	0.012746
AACE	1999-08-06T00:00:00	97	23	80	96	95	58	50	17	11	11	88	47	35	53	37	57	75	28	56	56	9	52	63	46	69	0.008301
AACE	1999-08-13T00:00:00	97	32	81	97	95	59	48	88	27	27	89	48	35	55	53	57	75	27	56	55	18	39	25	46	69	-0.120303
AACE	1999-08-20T00:00:00	97	27	81	97	90	56	43	46	30	30	96	48	35	57	44	57	75	51	56	50	15	55	22	46	69	0.056604
AACE	1999-08-27T00:00:00	96	24	80	97	97	46	29	20	32	32	84	47	35	58	35	57	75	12	56	36	10	59	20	46	69	0.0625
AACE	1999-09-03T00:00:00	97	23	80	97	90	48	40	26	31	31	93	47	35	58	39	57	75	50	56	44	9	66	19	46	69	-0.004235

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