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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 ⌀
A	2005-08-26T00:00:00	41	11	41	65	71	38	28	5	56	56	16	5	90	59	8	94	18	97	92	30	94	8	11	52	21	0.01469
A	2005-09-02T00:00:00	41	11	42	65	65	45	46	7	53	53	19	5	90	59	10	94	18	96	92	45	95	10	11	56	21	0.03343
A	2005-09-09T00:00:00	43	11	28	54	94	60	81	21	51	51	21	5	83	50	8	78	17	96	89	74	95	9	11	53	22	0.014926
A	2005-09-16T00:00:00	43	11	31	54	92	58	63	8	49	49	26	5	83	50	7	78	17	96	90	63	98	11	11	50	22	0.039552
A	2005-09-23T00:00:00	43	10	42	54	63	62	74	16	48	48	43	5	83	50	7	78	17	96	90	71	93	12	7	52	23	-0.00647
A	2005-09-30T00:00:00	43	11	32	54	90	62	67	64	50	50	28	5	83	50	8	78	17	97	90	67	93	11	16	43	31	-0.027895
A	2005-10-07T00:00:00	43	11	29	54	94	67	80	64	49	49	22	5	83	50	10	78	17	97	90	77	86	16	18	51	27	-0.028696
A	2005-10-14T00:00:00	43	11	39	55	76	88	99	70	49	49	31	5	83	49	10	78	17	97	90	96	82	13	19	48	25	-0.027691
A	2005-10-21T00:00:00	43	11	40	54	70	89	98	49	47	47	31	5	83	48	8	78	17	97	90	96	86	14	18	37	33	0.005188
A	2005-10-28T00:00:00	43	12	29	54	93	89	97	60	30	30	26	5	83	48	7	78	17	97	90	95	86	15	16	38	30	-0.002896
A	2005-11-04T00:00:00	43	10	38	53	77	88	94	27	32	32	32	5	83	49	7	78	17	97	90	93	83	12	20	40	32	0.058044
A	2005-11-11T00:00:00	43	10	37	52	83	91	96	39	30	30	55	5	84	73	16	79	17	96	90	96	84	14	19	44	30	0.003993
A	2005-11-18T00:00:00	43	9	42	52	64	91	93	10	34	34	63	5	85	72	22	79	17	96	90	94	68	13	16	41	38	0.06011
A	2005-11-25T00:00:00	43	9	37	52	79	88	67	16	32	32	58	5	84	72	24	78	17	96	90	80	66	20	20	43	29	0.022324
A	2005-12-02T00:00:00	43	9	43	52	60	89	61	37	32	32	64	5	85	70	22	78	17	96	90	79	68	22	20	44	26	-0.005597
A	2005-12-09T00:00:00	43	10	39	52	74	88	51	49	31	31	59	5	85	71	26	78	17	96	90	74	66	32	18	44	21	-0.006182
A	2005-12-16T00:00:00	43	10	40	52	70	88	58	45	28	28	60	5	88	70	47	79	17	96	90	77	58	38	22	42	22	0.000836
A	2005-12-23T00:00:00	43	10	39	52	72	87	50	61	27	27	59	5	88	71	48	17	17	96	85	71	63	49	17	40	26	-0.011317
A	2005-12-30T00:00:00	43	11	40	52	69	89	74	91	34	34	60	5	88	70	53	17	17	96	85	85	59	53	10	32	38	-0.046163
A	2006-01-06T00:00:00	43	11	30	52	91	88	71	60	34	34	46	5	88	68	55	17	17	96	84	83	57	63	11	30	40	0.040872
A	2006-01-13T00:00:00	43	12	28	52	93	92	90	86	32	32	37	5	88	63	67	17	17	96	84	93	45	74	17	24	36	-0.019893
A	2006-01-20T00:00:00	38	12	4	97	93	93	90	48	31	31	31	6	95	70	80	5	22	78	99	94	47	74	19	29	33	0.008533
A	2006-01-27T00:00:00	38	13	10	97	90	89	78	78	24	24	32	6	95	70	84	5	22	78	99	87	45	67	27	24	33	-0.003203
A	2006-02-03T00:00:00	38	12	16	97	81	87	70	50	21	21	34	6	95	70	81	5	22	78	99	82	45	67	26	25	34	0.005563
A	2006-02-10T00:00:00	37	11	12	97	87	88	67	16	26	26	13	6	95	70	76	5	22	78	99	81	50	71	26	21	27	0.04483
A	2006-02-17T00:00:00	37	11	27	97	60	86	54	63	26	26	26	6	95	70	93	5	22	78	99	73	55	64	27	21	32	-0.024512
A	2006-02-24T00:00:00	37	11	18	97	77	78	20	27	27	27	18	6	95	70	92	6	22	78	99	49	52	65	23	24	30	0.026578
A	2006-03-03T00:00:00	37	11	21	96	72	80	35	37	25	25	20	6	95	71	92	5	21	78	99	59	51	64	23	16	31	0.008341
A	2006-03-10T00:00:00	100	39	41	21	72	73	20	22	21	21	27	6	82	99	92	5	16	69	93	47	46	63	35	20	39	0.00443
A	2006-03-17T00:00:00	100	39	36	21	87	76	39	18	22	22	22	5	82	99	94	5	16	69	92	60	45	66	32	22	40	0.042304
A	2006-03-24T00:00:00	100	39	38	21	80	67	28	49	22	22	25	6	82	99	94	4	17	69	92	48	55	79	24	32	25	-0.014508
A	2006-03-31T00:00:00	100	39	41	20	67	70	39	51	21	21	31	5	82	99	93	4	16	69	92	55	55	80	22	37	27	0.004819
A	2006-04-07T00:00:00	100	38	43	21	56	82	76	38	19	19	32	5	82	99	94	4	16	69	92	83	56	81	24	37	26	0.008285
A	2006-04-14T00:00:00	100	39	42	20	65	71	44	73	24	24	26	6	82	99	95	4	16	69	92	59	57	79	29	36	31	-0.031439
A	2006-04-21T00:00:00	100	38	33	20	90	76	66	24	28	28	21	6	82	99	94	4	16	69	92	74	54	81	30	44	31	0.058624
A	2006-04-28T00:00:00	100	37	41	20	69	77	65	46	26	26	25	5	82	99	92	4	16	69	92	74	31	67	80	28	25	-0.010291
A	2006-05-05T00:00:00	100	38	44	20	56	80	71	35	24	24	29	5	83	99	92	4	17	69	93	80	29	65	80	27	23	0.019006
A	2006-05-12T00:00:00	100	37	40	22	77	83	79	63	28	28	29	6	84	99	91	4	17	69	94	85	24	46	81	18	34	-0.048553
A	2006-05-19T00:00:00	100	41	31	23	93	79	62	80	32	32	14	6	84	99	91	4	17	69	95	74	10	19	79	37	29	-0.06092
A	2006-05-26T00:00:00	100	40	38	23	84	74	56	79	30	30	25	6	84	99	91	4	17	69	95	68	9	11	84	33	29	-0.010016
A	2006-06-02T00:00:00	100	39	43	23	62	77	65	56	31	31	35	6	81	99	89	4	17	69	95	75	7	10	86	34	29	0.02572
A	2006-06-09T00:00:00	48	39	39	79	84	71	41	64	31	31	17	6	93	100	90	38	19	94	91	58	6	14	65	51	30	-0.044526
A	2006-06-16T00:00:00	49	39	36	79	88	79	72	62	30	30	17	6	93	100	89	38	19	94	92	78	6	11	67	43	29	-0.017367
A	2006-06-23T00:00:00	49	42	39	79	81	75	63	93	34	34	34	6	93	100	92	40	19	94	91	72	15	21	79	46	31	-0.064755
A	2006-06-30T00:00:00	50	43	37	79	86	75	65	83	28	28	30	7	93	100	92	39	19	94	91	73	13	22	80	46	30	0.011864
A	2006-07-07T00:00:00	49	43	38	79	86	69	49	82	27	27	31	7	93	100	91	39	19	94	91	61	13	22	82	47	31	-0.01712
A	2006-07-14T00:00:00	50	45	40	79	78	55	28	88	31	31	35	7	93	100	91	39	19	95	91	38	15	30	78	46	23	-0.075108
A	2006-07-21T00:00:00	50	45	43	79	68	49	25	83	29	29	39	7	93	100	91	39	19	95	91	33	13	27	64	47	22	-0.028933
A	2006-07-28T00:00:00	50	47	38	78	86	55	36	84	27	27	30	7	93	100	91	38	19	95	91	43	25	31	80	70	13	0.002174
A	2006-08-04T00:00:00	49	48	34	78	92	51	34	69	26	26	24	7	93	100	91	40	19	95	91	40	27	35	80	74	15	0.004633
A	2006-08-11T00:00:00	47	47	41	77	76	50	35	72	23	23	12	7	93	100	89	41	19	94	91	40	27	36	71	72	16	-0.030294
A	2006-08-18T00:00:00	46	40	40	77	78	35	12	5	58	58	11	7	93	100	76	40	19	94	91	20	25	57	63	29	40	0.169084
A	2006-08-25T00:00:00	46	42	39	77	81	34	14	32	58	58	11	7	93	100	76	39	19	94	91	21	29	59	71	33	37	-0.041808
A	2006-09-01T00:00:00	46	43	32	77	93	34	16	21	56	56	5	7	93	100	75	40	19	94	91	22	27	58	69	29	39	0.034444
A	2006-09-08T00:00:00	84	41	42	35	73	26	11	62	56	56	40	7	87	100	75	56	18	95	91	16	26	55	71	33	33	-0.026648
A	2006-09-15T00:00:00	84	42	39	35	84	25	14	52	54	54	34	7	87	100	70	56	18	95	91	17	24	57	67	34	36	0.007845
A	2006-09-22T00:00:00	83	38	43	35	67	22	13	9	53	53	42	7	86	100	58	56	18	95	91	15	22	38	49	24	43	0.050463
A	2006-09-29T00:00:00	83	38	46	35	56	23	19	28	51	51	46	7	87	100	61	56	18	95	91	18	16	39	48	22	47	0.006452
A	2006-10-06T00:00:00	83	38	39	35	83	23	22	24	51	51	35	7	87	100	61	56	18	94	91	20	18	43	47	25	50	0.018331
A	2006-10-13T00:00:00	83	38	38	35	84	48	82	26	47	47	32	7	87	100	54	56	18	94	91	67	18	37	46	25	49	0.036396
A	2006-10-20T00:00:00	82	37	45	35	62	39	71	23	45	45	34	7	87	100	43	56	18	94	91	56	13	30	44	29	60	0.012149
A	2006-10-27T00:00:00	82	38	36	35	88	41	74	40	33	33	31	7	87	100	40	56	18	94	90	59	12	35	44	30	55	-0.001125
A	2006-11-03T00:00:00	83	40	44	34	66	39	61	35	28	28	36	7	87	100	36	55	18	95	90	50	13	33	44	26	61	0.001033
A	2006-11-10T00:00:00	82	38	45	34	61	38	49	20	29	29	65	7	87	100	27	55	17	95	91	41	14	33	44	27	60	0.042812
A	2006-11-17T00:00:00	83	40	38	34	86	58	84	59	27	27	56	7	87	100	26	54	17	95	91	75	14	33	41	35	54	-0.017177
A	2006-11-24T00:00:00	84	40	40	34	81	56	72	67	27	27	58	7	87	100	19	55	17	95	91	67	14	33	43	35	59	-0.005627
A	2006-12-01T00:00:00	85	43	32	34	92	60	77	91	32	32	48	7	87	100	27	55	17	95	91	72	11	26	41	27	70	-0.047391
A	2006-12-08T00:00:00	84	40	43	34	67	65	79	38	35	35	63	7	87	100	21	54	17	95	91	75	10	27	37	29	70	0.045692
A	2006-12-15T00:00:00	83	39	41	34	77	65	81	29	34	34	61	7	87	100	20	55	17	95	91	77	9	25	39	26	67	0.019446
A	2006-12-22T00:00:00	66	41	37	94	87	63	74	39	33	33	80	7	87	100	19	14	16	86	93	72	9	26	37	28	63	-0.010557
A	2006-12-29T00:00:00	66	40	43	94	67	65	74	17	34	34	89	7	87	100	18	14	16	86	93	73	8	23	36	22	63	0.03352
A	2007-01-05T00:00:00	66	40	46	94	57	72	84	51	35	35	91	7	87	100	20	14	16	86	93	81	9	27	35	25	69	-0.021843
A	2007-01-12T00:00:00	67	42	40	94	82	61	60	73	34	34	84	7	87	100	23	14	16	86	93	62	6	24	36	23	68	-0.014359
A	2007-01-19T00:00:00	67	42	43	94	68	57	51	83	32	32	86	7	87	100	37	14	16	86	93	54	5	30	38	23	66	-0.023805
A	2007-01-26T00:00:00	68	44	45	94	59	42	19	84	31	31	86	7	87	100	38	14	16	86	92	27	5	40	36	11	73	-0.013134
A	2007-02-02T00:00:00	68	45	39	94	83	57	52	94	30	30	85	7	87	100	45	14	16	87	92	55	5	57	37	10	83	-0.02347
A	2007-02-09T00:00:00	68	44	39	94	84	62	67	48	30	30	67	7	87	99	39	14	16	86	92	67	5	60	38	8	82	0.033218
A	2007-02-16T00:00:00	68	44	43	94	70	62	61	58	26	26	75	7	87	99	48	14	16	86	92	64	4	60	38	4	81	0.003404
A	2007-02-23T00:00:00	67	45	36	94	90	69	81	39	25	25	61	7	87	99	44	13	16	86	92	79	4	60	36	5	78	0.015219
A	2007-03-02T00:00:00	68	46	44	93	65	65	64	78	34	34	68	7	86	99	46	13	16	86	92	68	2	51	23	6	79	-0.076627
A	2007-03-09T00:00:00	63	22	65	43	81	54	39	38	34	34	58	7	78	100	44	21	15	94	85	46	1	63	22	5	72	0.033828
A	2007-03-16T00:00:00	62	22	65	43	83	45	24	36	33	33	55	7	77	100	40	24	15	94	85	31	2	68	21	6	72	-0.000292
A	2007-03-23T00:00:00	62	20	65	42	57	38	19	24	35	35	66	7	77	100	44	25	15	94	85	25	1	72	19	6	79	0.046299
A	2007-03-30T00:00:00	61	19	64	43	80	25	9	17	33	33	57	7	77	100	38	25	15	94	84	13	2	80	26	6	79	0.01413
A	2007-04-06T00:00:00	61	18	65	42	87	36	30	15	33	33	52	7	77	100	38	26	15	93	84	30	1	80	15	8	89	0.030296
A	2007-04-13T00:00:00	61	19	65	42	90	35	31	41	32	32	52	7	77	100	45	25	15	93	84	31	1	81	18	10	89	-0.00694
A	2007-04-20T00:00:00	61	17	65	41	63	37	41	24	31	31	73	7	77	100	35	26	15	93	84	37	1	78	20	10	89	0.029342
A	2007-04-27T00:00:00	61	20	65	41	92	26	22	61	32	32	46	7	77	100	38	26	15	93	84	20	1	66	8	19	68	-0.021716
A	2007-05-04T00:00:00	60	15	65	43	71	37	46	10	39	39	67	7	78	100	25	27	15	93	85	39	1	76	9	9	75	0.065973
A	2007-05-11T00:00:00	64	15	64	48	59	41	59	42	35	35	67	7	77	94	33	27	16	94	86	49	1	79	10	13	72	-0.021367
A	2007-05-18T00:00:00	64	14	64	49	93	52	68	9	36	36	45	7	77	94	27	26	16	94	87	62	1	73	15	8	75	0.049467
A	2007-05-25T00:00:00	64	14	64	50	93	59	77	18	34	34	44	7	77	94	25	25	17	94	87	71	1	74	15	8	76	0.009711
A	2007-06-01T00:00:00	64	15	64	50	71	65	80	48	33	33	53	7	79	94	22	25	17	94	87	75	1	76	26	19	55	-0.002334
A	2007-06-08T00:00:00	58	14	62	84	70	59	66	55	33	33	47	7	78	97	26	39	18	93	86	65	1	73	27	17	53	-0.019604
A	2007-06-15T00:00:00	58	14	62	85	92	65	75	30	32	32	34	7	78	97	25	39	19	93	86	73	1	76	26	18	43	0.031722
A	2007-06-22T00:00:00	58	14	62	85	92	52	54	28	29	29	35	7	78	97	31	39	19	93	86	53	1	82	27	17	46	-0.001795
A	2007-06-29T00:00:00	58	14	63	85	72	70	86	44	28	28	48	7	78	97	34	37	19	93	86	82	1	84	27	21	44	-0.005433
A	2007-07-06T00:00:00	57	13	62	85	61	65	73	24	29	29	51	7	78	98	33	37	19	93	86	72	1	85	33	24	40	0.035871
A	2007-07-13T00:00:00	57	13	62	85	70	77	90	36	23	23	49	7	78	99	40	36	19	93	86	87	1	86	33	25	40	0.003529
A	2007-07-20T00:00:00	57	13	62	85	67	78	88	41	21	21	52	7	78	99	47	36	18	93	86	87	1	85	33	22	39	-0.014529

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