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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	2001-10-26T00:00:00	27	34	24	85	88	17	24	23	48	48	4	5	50.5	51	44	54	66	98	74.5	18	41	74	50	69	37	0.041912
A	2001-11-02T00:00:00	27	35	35	85	75	15	15	64	47	47	34	5	50.5	40	43	54	66	98	74.5	13	39	78	50	69	37	-0.042715
A	2001-11-09T00:00:00	27	32	38	85	67	15	15	21	47	47	42	5	50.5	37	45	54	66	98	74.5	13	34	75	50	69	37	0.064367
A	2001-11-16T00:00:00	27	35	32	85	81	19	30	64	44	44	16	5	50.5	45	24	54	66	98	74.5	23	39	80	52	69	37	-0.027002
A	2001-11-23T00:00:00	27	36	23	85	88	16	22	29	44	44	3	5	50.5	58	20	31	66	98	32	17	32	76	52	69	37	0.040168
A	2001-11-30T00:00:00	27	31	22	85	88	19	34	12	45	45	2	4	50.5	57	11	31	66	98	32	24	26	70	55	69	37	0.086497
A	2001-12-07T00:00:00	27	25	29	85	83	23	65	8	47	47	12	4	50.5	49	8	31	66	98	32	42	25	30	46	69	37	0.105608
A	2001-12-14T00:00:00	27	27	29	85	84	23	70	31	49	49	11	4	50.5	50	8	31	66	98	32	44	31	41	46	69	37	-0.043823
A	2001-12-21T00:00:00	27	30	29	85	84	26	73	65	48	48	11	4	50.5	50	8	31	65	98	31	48	34	42	47	69	37	-0.030498
A	2001-12-28T00:00:00	27	27	40	85	61	24	53	46	48	48	33	4	50.5	40	8	31	66	98	29	35	13	32	39	69	37	0.035792
A	2002-01-04T00:00:00	28	23	23	85	88	28	74	9	52	52	3	4	50.5	55	7	31	65	98	30	49	9	19	46	69	37	0.132281
A	2002-01-11T00:00:00	27	25	33	85	78	22	47	44	53	53	19	4	50.5	45	10	31	66	98	30	29	10	23	49	69	37	-0.053094
A	2002-01-18T00:00:00	27	28	38	85	64	25	61	83	55	55	49	4	50.5	37	11	31	65	98	30	38	11	26	53	69	37	-0.082445
A	2002-01-25T00:00:00	61	13	24	18	71	36	87	67	55	55	66	4	50.5	31	12	4	32	77	18	65	12	18	55	69	37	0.020351
A	2002-02-01T00:00:00	61	13	24	18	73	53	91	42	53	53	66	4	50.5	31	12	4	32	76	18	77	12	18	56	69	37	0.018931
A	2002-02-08T00:00:00	62	16	16	18	85	49	84	86	58	58	61	4	50.5	31	14	4	32	77	18	70	11	27	57	69	37	-0.122588
A	2002-02-15T00:00:00	61	14	24	18	71	37	61	54	57	57	98	4	50.5	32	11	4	32	77	18	47	10	18	56	69	37	0.058482
A	2002-02-22T00:00:00	61	14	11	18	88	41	70	33	56	56	76	4	50.5	32	14	5	32	76	18	56	12	33	53	69	37	0.027626
A	2002-03-01T00:00:00	59	10	28	18	62	61	92	3	64	64	100	4	50.5	32	8	7	32	75	18	83	14	21	59	69	37	0.167381
A	2002-03-08T00:00:00	24	56	34	24	80	52	76	5	63	63	63	4	50.5	23	8	23	15	71	23	68	13	10	57	69	37	0.094
A	2002-03-15T00:00:00	23	56	28	24	86	35	32	7	60	60	56	3	50.5	28	6	20	15	71	19	30	14	8	56	69	37	0.033798
A	2002-03-22T00:00:00	23	58	34	24	80	39	41	69	62	62	62	4	50.5	25	9	21	15	72	19	37	17	12	59	69	37	-0.078813
A	2002-03-29T00:00:00	24	58	34	24	80	44	57	53	60	60	64	4	50.5	29	14	25	15	71	18	50	20	13	60	69	37	0.017149
A	2002-04-05T00:00:00	24	58	26	24	88	26	20	68	60	60	43	4	50.5	36	23	25	15	71	18	21	17	8	61	69	37	-0.030583
A	2002-04-12T00:00:00	24	60	27	24	88	34	38	83	59	59	47	4	50.5	34	16	25	14	72	18	34	14	8	61	69	37	-0.045461
A	2002-04-19T00:00:00	24	58	38	23	71	44	58	34	57	57	68	4	50.5	21	8	25	14	71	19	50	17	10	60	69	37	0.081941
A	2002-04-26T00:00:00	24	62	33	23	82	73	96	92	63	63	64	4	50.5	25	17	25	14	72	18	88	17	8	65	69	37	-0.143987
A	2002-05-03T00:00:00	24	63	30	23	85	79	97	88	63	63	61	4	50.5	27	28	25	14	72	18	91	16	5	65	69	37	-0.048418
A	2002-05-10T00:00:00	23	63	30	24	85	83	96	82	58	58	58	4	50.5	28	28	29	14	72	18	93	18	5	65	69	37	-0.01964
A	2002-05-17T00:00:00	22	62	25	26	88	70	65	38	58	58	36	4	50.5	42	24	28	14	72	16	71	20	5	63	69	37	0.073692
A	2002-05-24T00:00:00	21	63	40	26	67	72	67	86	58	58	78	4	50.5	30	34	28	14	73	16	73	21	4	66	69	37	-0.090294
A	2002-05-31T00:00:00	21	65	26	26	89	64	54	86	57	57	36	4	50.5	41	59	27	14	73	16	60	13	4	96	69	37	-0.034065
A	2002-06-07T00:00:00	23	63	32	28	85	46	27	91	56	56	85	5	50.5	34	75	34	14	73	20	35	9	5	94	69	37	-0.101267
A	2002-06-14T00:00:00	23	61	36	28	78	67	57	72	55	55	86	4	50.5	31	80	56	14	72	18	64	11	3	95	69	37	-0.008428
A	2002-06-21T00:00:00	23	60	25	28	90	35	16	53	54	54	86	4	50.5	40	74	29	14	72	18	23	12	3	94	69	37	0.019578
A	2002-06-28T00:00:00	23	61	37	28	74	29	16	59	50	50	69	4	50.5	31	78	49	14	72	18	20	12	3	95	69	37	-0.012915
A	2002-07-05T00:00:00	23	58	38	28	73	29	18	27	46	46	72	4	50.5	30	83	49	14	72	18	21	13	4	95	69	37	0.012669
A	2002-07-12T00:00:00	23	58	34	28	79	36	33	24	43	43	62	4	50.5	32	72	48	14	71	18	32	19	5	95	69	37	-0.00335
A	2002-07-19T00:00:00	23	60	35	28	79	28	19	74	49	49	64	4	50.5	26	81	48	14	72	19	20	17	4	75	69	37	-0.130736
A	2002-07-26T00:00:00	22	64	38	28	72	26	15	91	53	53	70	5	50.5	24	83	48	14	72	19	18	4	2	73	69	37	-0.165786
A	2002-08-02T00:00:00	22	67	31	28	86	23	13	89	50	50	49	5	50.5	30	84	48	14	73	19	16	5	2	75	69	37	-0.027147
A	2002-08-09T00:00:00	21	66	39	27	72	24	18	85	48	48	98	5	50.5	25	86	48	14	73	18	19	6	2	76	69	37	-0.007098
A	2002-08-16T00:00:00	21	69	36	25	77	27	29	89	44	44	98	6	50.5	32	91	47	14	72	17	26	9	1	82	69	37	-0.045437
A	2002-08-23T00:00:00	20	68	33	25	83	26	29	83	44	44	96	6	50.5	34	88	47	14	73	17	25	10	1	81	69	37	0.003796
A	2002-08-30T00:00:00	20	74	35	25	80	30	49	98	51	51	96	6	50.5	33	92	33	14	73	38	38	7	3	86	69	37	-0.161676
A	2002-09-06T00:00:00	20	71	38	25	71	36	63	70	54	54	99	6	50.5	30	91	32	14	73	38	49	10	6	91	69	37	0.053517
A	2002-09-13T00:00:00	20	67	41	21	61	26	30	32	56	56	100	6	50.5	23	90	26	19	73	33	25	10	6	87	69	37	0.058667
A	2002-09-20T00:00:00	21	69	36	21	78	20	13	53	55	55	95	6	50.5	27	87	21	19	73	33	14	10	6	85	69	37	-0.067439
A	2002-09-27T00:00:00	21	69	43	21	57	20	12	74	53	53	100	6	50.5	22	87	19	19	73	33	14	8	5	79	69	37	-0.06294
A	2002-10-04T00:00:00	20	72	33	21	85	19	13	85	50	50	90	6	50.5	30	85	19	19	73	32	14	9	5	83	69	37	-0.098562
A	2002-10-11T00:00:00	20	72	38	21	74	17	11	85	48	48	96	7	50.5	27	85	19	19	73	33	11	8	4	82	69	37	-0.076315
A	2002-10-18T00:00:00	20	72	35	21	81	16	10	49	55	55	86	7	50.5	28	85	19	19	73	33	10	11	4	78	69	37	0.11011
A	2002-10-25T00:00:00	21	71	34	21	82	11	3	29	55	55	87	6	50.5	27	74	19	19	73	33	5	11	7	81	69	37	0.069418
A	2002-11-01T00:00:00	21	68	34	21	82	14	10	11	58	58	85	6	50.5	28	68	19	18	73	33	9	10	4	79	69	37	0.126787
A	2002-11-08T00:00:00	20	68	43	21	57	17	33	38	55	55	100	6	50.5	33	68	19	18	73	33	21	10	11	68	69	37	-0.036384
A	2002-11-15T00:00:00	20	70	37	21	76	17	28	54	54	54	96	6	50.5	39	69	19	18	74	31	20	10	19	75	69	37	-0.017714
A	2002-11-22T00:00:00	21	64	28	21	87	17	24	4	71	71	44	5	39	44	37	19	18	73	31	18	10	5	45	69	37	0.322458
A	2002-11-29T00:00:00	21	62	37	21	71	16	17	7	70	70	54	5	39	34	24	18	18	73	31	15	8	3	39	69	37	0.063515
A	2002-12-06T00:00:00	20	65	36	21	76	15	16	63	72	72	52	6	39	34	27	18	18	73	31	13	9	4	35	69	37	-0.134964
A	2002-12-13T00:00:00	21	63	41	22	60	17	26	43	70	70	59	5	39	31	29	18	18	73	31	19	8	4	34	69	37	0.024378
A	2002-12-20T00:00:00	21	61	26	25	89	18	44	20	69	69	18	5	32	46	24	24	21	73	29	26	8	5	29	69	37	0.046549
A	2002-12-27T00:00:00	21	58	39	25	70	23	75	10	69	69	35	5	32	35	16	24	21	73	29	47	8	5	30	69	37	0.011097
A	2003-01-03T00:00:00	21	57	39	25	71	18	65	13	68	68	35	5	32	34	14	24	21	72	28	37	8	6	26	69	37	0.046689
A	2003-01-10T00:00:00	21	57	34	25	79	16	53	20	67	67	31	5	32	35	16	24	21	72	29	28	8	6	23	69	37	0.044607
A	2003-01-17T00:00:00	21	60	32	24	84	45	94	79	68	68	28	6	32	31	18	25	21	73	30	76	9	7	33	69	37	-0.092974
A	2003-01-24T00:00:00	21	62	29	24	87	54	94	88	69	69	26	6	37	33	15	25	21	73	30	82	9	8	37	69	37	-0.074746
A	2003-01-31T00:00:00	21	62	29	24	88	31	69	81	63	63	27	6	37	34	13	25	21	73	31	49	8	9	36	69	37	-0.013235
A	2003-02-07T00:00:00	19	73	26	24	89	40	85	100	77	77	25	7	36	42	30	25	21	74	30	65	14	9	48	69	37	-0.305216
A	2003-02-14T00:00:00	19	68	36	24	78	49	91	81	78	78	13	7	36	34	21	25	22	74	29	73	16	8	59	69	37	0.090948
A	2003-02-21T00:00:00	20	68	29	24	87	52	93	55	78	78	6	7	36	40	22	25	22	74	30	76	17	8	55	69	37	0.076812
A	2003-02-28T00:00:00	20	68	40	24	67	57	92	49	77	77	18	7	36	31	19	22	21	74	30	79	15	8	56	69	37	-0.018624
A	2003-03-07T00:00:00	20	67	29	24	87	61	88	30	77	77	6	7	36	40	13	22	22	74	30	79	15	6	58	69	37	0.014388
A	2003-03-14T00:00:00	15	62	42	25	64	44	48	49	76	76	17	7	48	12	14	20	22	73	84	44	15	7	61	69	37	0
A	2003-03-21T00:00:00	15	61	43	25	56	33	28	10	76	76	18	7	48	12	20	21	21	73	75	27	14	6	67	69	37	0.105282
A	2003-03-28T00:00:00	16	64	43	24	58	34	29	59	76	76	17	7	47	14	24	23	22	73	75	29	14	6	74	69	37	-0.059409
A	2003-04-04T00:00:00	16	65	29	24	87	10	4	33	74	74	5	7	47	23	21	24	22	74	74	5	27	7	70	69	37	0.03164
A	2003-04-11T00:00:00	16	66	31	24	85	15	7	71	72	72	7	7	47	21	25	24	21	74	73	9	26	8	69	69	37	-0.025767
A	2003-04-18T00:00:00	16	64	36	24	77	18	17	22	62	62	14	7	47	12	22	24	21	74	71	15	25	8	69	69	37	0.067876
A	2003-04-25T00:00:00	16	63	33	24	82	17	22	20	60	60	10	6	47	14	29	24	21	73	72	16	17	10	70	69	37	0.045479
A	2003-05-02T00:00:00	16	63	28	24	88	22	38	30	56	56	4	6	47	17	37	24	22	74	73	28	10	10	69	69	37	0.040356
A	2003-05-09T00:00:00	16	64	31	25	87	22	36	42	54	54	6	6	46	16	24	25	22	74	73	26	10	7	64	69	37	0.004937
A	2003-05-16T00:00:00	13	64	36	27	79	29	78	45	53	53	9	6	45	20	24	23	22	75	77	53	8	5	61	69	37	0.011029
A	2003-05-23T00:00:00	13	64	32	27	86	22	48	60	52	52	6	7	45	23	39	23	22	75	76	32	11	5	59	69	37	-0.015173
A	2003-05-30T00:00:00	13	62	40	27	72	26	58	17	56	56	11	6	45	18	37	23	22	75	78	39	9	4	54	69	37	0.114993
A	2003-06-06T00:00:00	19	61	39	21	75	24	40	18	53	53	34	6	48	19	27	25	23	76	70	28	9	5	56	69	37	0.065113
A	2003-06-13T00:00:00	19	63	29	21	89	31	65	37	53	53	20	6	64	25	33	22	23	76	83	46	10	5	51	69	37	-0.02018
A	2003-06-20T00:00:00	19	63	36	21	81	40	72	38	50	50	32	6	64	20	30	22	23	77	83	57	11	7	53	69	37	0.007355
A	2003-06-27T00:00:00	19	62	34	21	84	41	65	21	48	48	29	6	64	22	26	23	23	76	82	53	8	6	53	69	37	0.025771
A	2003-07-04T00:00:00	19	61	44	21	58	42	60	23	48	48	46	6	64	15	25	30	23	76	83	51	7	6	53	69	37	0.022444
A	2003-07-11T00:00:00	19	61	32	21	87	38	55	14	50	50	26	5	64	22	18	29	23	76	83	45	8	6	51	69	37	0.085593
A	2003-07-18T00:00:00	20	59	40	21	73	32	56	32	51	51	37	6	64	13	20	28	23	76	84	43	9	6	54	69	37	-0.021201
A	2003-07-25T00:00:00	20	60	34	21	84	54	80	24	50	50	30	5	64	16	22	28	23	76	83	71	7	6	53	69	37	0.023048
A	2003-08-01T00:00:00	19	60	32	21	86	63	82	44	49	49	27	6	64	18	22	28	23	76	83	77	28	13	69	69	37	-0.008288
A	2003-08-08T00:00:00	19	60	40	20	73	58	75	67	48	48	36	6	63	15	16	29	23	76	83	69	25	11	70	69	37	-0.039888
A	2003-08-15T00:00:00	18	60	33	19	86	61	73	30	48	48	53	6	62	24	18	28	23	76	83	70	30	9	77	69	37	0.052702
A	2003-08-22T00:00:00	19	58	27	19	90	68	82	8	55	55	49	5	62	27	18	27	23	76	83	79	29	6	72	69	37	0.116139
A	2003-08-29T00:00:00	18	58	28	19	90	67	80	25	55	55	46	5	74	26	28	26	23	76	83	77	35	5	72	69	37	0.000404
A	2003-09-05T00:00:00	18	57	26	19	90	74	86	17	54	54	42	5	75	27	25	26	23	76	84	83	33	5	71	69	37	0.048539
A	2003-09-12T00:00:00	5	46	38	25	84	73	81	51	54	54	22	5	82	16	21	50	24	74	90	81	36	5	68	56	71	-0.020803
A	2003-09-19T00:00:00	5	47	39	25	83	75	82	54	52	52	23	5	82	15	27	50	24	75	90	82	40	5	69	55	72	0.002819

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