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 ⌀
AACB	2003-05-02T00:00:00	50	18	50	50	96	29	20	22	42	42	3	29	50	50	59	50	50	50	50	22	54	5	63	43	21	0.082673
AACB	2003-05-09T00:00:00	50	18	50	50	81	38	47	8	48	48	29	29	50	50	37	50	50	50	50	40	48	4	46	43	21	0.123431
AACB	2003-05-16T00:00:00	50	18	50	50	88	35	43	10	45	45	11	29	50	50	27	50	50	50	50	35	45	3	42	43	21	0.074488
AACB	2003-05-23T00:00:00	50	18	50	50	75	31	23	22	44	44	26	29	50	50	29	50	50	50	50	23	47	3	41	43	21	-0.009532
AACB	2003-05-30T00:00:00	50	18	50	50	94	23	10	10	47	47	4	29	50	50	21	50	50	50	50	13	52	2	27	43	21	0.120735
AACB	2003-06-06T00:00:00	50	18	50	50	90	24	14	9	46	46	9	29	50	50	17	50	50	50	50	16	52	3	25	43	21	0.098361
AACB	2003-06-13T00:00:00	50	18	50	50	97	22	13	6	42	42	1	29	50	50	15	50	50	50	50	14	41	4	24	43	21	0.067448
AACB	2003-06-20T00:00:00	50	18	50	50	79	31	56	47	48	48	17	29	50	50	17	50	50	50	50	41	49	6	37	43	21	-0.052533
AACB	2003-06-27T00:00:00	50	18	50	50	95	40	71	40	47	47	1	29	50	50	17	50	50	50	50	57	49	6	37	43	21	0.000703
AACB	2003-07-04T00:00:00	50	18	50	50	93	66	87	40	47	47	4	29	50	50	14	50	50	50	50	82	51	7	37	43	21	0.02177
AACB	2003-07-11T00:00:00	50	18	50	50	92	76	91	91	51	51	5	29	50	50	20	50	50	50	50	88	68	14	55	43	21	-0.071478
AACB	2003-07-18T00:00:00	50	18	50	50	79	71	87	80	48	48	18	29	50	50	21	50	50	50	50	83	68	14	54	43	21	-0.002961
AACB	2003-07-25T00:00:00	50	18	50	50	88	84	91	33	49	49	7	29	50	50	18	50	50	50	50	91	58	12	56	43	21	0.072754
AACB	2003-08-01T00:00:00	50	18	50	50	80	89	92	38	48	48	12	29	50	50	15	50	50	50	50	93	46	8	50	43	21	-0.009689
AACB	2003-08-08T00:00:00	50	18	50	50	89	92	94	22	44	44	5	29	50	50	15	50	50	50	50	95	49	11	48	43	21	0.011181
AACB	2003-08-15T00:00:00	50	18	50	50	91	89	84	12	44	44	3	29	50	50	15	50	50	50	50	90	44	10	51	43	21	0.074637
AACB	2003-08-22T00:00:00	50	18	50	50	83	90	81	19	41	41	7	29	50	50	12	50	50	50	50	89	45	9	53	43	21	0.023794
AACB	2003-08-29T00:00:00	50	18	50	50	88	89	79	15	40	40	5	29	50	50	13	50	50	50	50	87	40	10	52	43	21	0.045226
AACB	2003-09-05T00:00:00	50	18	50	50	68	72	29	72	43	43	26	29	50	50	21	50	50	50	50	51	43	12	53	43	21	-0.035998
AACB	2003-09-12T00:00:00	50	18	50	50	84	74	29	84	42	42	7	29	50	50	31	50	50	50	50	52	52	12	41	7	21	-0.028739
AACB	2003-09-19T00:00:00	50	18	50	50	89	82	68	34	42	42	3	29	50	50	23	50	50	50	50	78	47	10	36	12	19	0.065469
AACB	2003-09-26T00:00:00	50	18	50	50	69	82	65	30	39	39	19	29	50	50	27	50	50	50	50	77	48	11	32	12	19	-0.018675
AACB	2003-10-03T00:00:00	50	18	50	50	74	85	76	62	35	35	12	29	50	50	37	50	50	50	50	85	39	6	34	13	19	0
AACB	2003-10-10T00:00:00	50	18	50	50	77	89	88	80	35	35	11	29	50	50	40	50	50	50	50	92	46	11	55	11	16	-0.006139
AACB	2003-10-17T00:00:00	50	18	50	50	73	87	86	87	35	35	22	29	50	50	43	50	50	50	50	89	50	13	55	9	16	-0.021618
AACB	2003-10-24T00:00:00	50	18	50	50	71	89	87	76	32	32	27	29	50	50	48	50	50	50	50	91	53	14	60	9	15	-0.024621
AACB	2003-10-31T00:00:00	50	18	50	50	70	82	58	35	37	37	26	29	50	50	50	50	50	50	50	73	52	13	61	11	13	0.067961
AACB	2003-11-07T00:00:00	50	18	50	50	90	74	36	39	34	34	2	29	50	50	54	50	50	50	50	57	43	13	59	12	15	0.022424
AACB	2003-11-14T00:00:00	50	18	50	50	68	81	67	15	33	33	23	29	50	50	63	50	50	50	50	77	48	10	71	7	12	0.043272
AACB	2003-11-21T00:00:00	50	18	50	50	92	85	68	14	31	31	1	29	50	50	66	50	50	50	50	81	42	6	68	9	8	0.011364
AACB	2003-11-28T00:00:00	50	18	50	50	91	79	45	95	46	46	1	29	50	50	87	50	50	50	50	65	64	31	79	5	9	-0.119101
AACB	2003-12-05T00:00:00	50	18	50	50	90	73	30	86	46	46	2	29	50	50	88	50	50	50	50	52	65	35	73	5	9	-0.007015
AACB	2003-12-12T00:00:00	50	18	50	50	92	64	20	90	45	45	1	29	50	50	85	50	50	50	50	41	78	39	65	3	12	-0.023121
AACB	2003-12-19T00:00:00	50	18	50	50	92	60	27	91	45	45	1	29	50	50	86	50	50	50	50	43	73	41	63	8	14	-0.04931
AACB	2003-12-26T00:00:00	50	18	50	50	88	70	57	70	46	46	3	29	50	50	88	50	50	50	50	66	77	36	60	7	14	0.03112
AACB	2004-01-02T00:00:00	50	18	50	50	66	68	57	49	47	47	21	29	50	50	86	50	50	50	50	65	69	53	73	9	8	0.02951
AACB	2004-01-09T00:00:00	50	18	50	50	83	78	79	30	46	46	7	29	50	50	86	50	50	50	50	82	67	49	66	8	3	0.049511
AACB	2004-01-16T00:00:00	50	18	50	50	91	81	84	30	45	45	3	29	50	50	87	50	50	50	50	86	65	55	82	11	6	0.036002
AACB	2004-01-23T00:00:00	50	18	50	50	71	44	10	42	43	43	22	29	50	50	88	50	50	50	50	24	68	63	87	15	4	0.001738
AACB	2004-01-30T00:00:00	50	18	50	50	70	42	12	68	43	43	21	29	50	50	88	50	50	50	50	23	64	64	87	14	6	-0.041211
AACB	2004-02-06T00:00:00	50	18	50	50	69	36	10	74	36	36	26	29	50	50	87	50	50	50	50	18	64	72	96	17	3	-0.013724
AACB	2004-02-13T00:00:00	50	18	50	50	68	28	7	17	41	41	27	29	50	50	86	50	50	50	50	14	50	73	98	15	4	0.070841
AACB	2004-02-20T00:00:00	50	18	50	50	67	35	13	40	41	41	32	29	50	50	87	50	50	50	50	19	57	68	97	15	6	-0.018901
AACB	2004-02-27T00:00:00	50	18	50	50	64	38	22	55	38	38	44	29	50	50	85	50	50	50	50	25	56	64	93	14	6	-0.007827
AACB	2004-03-05T00:00:00	50	18	50	50	88	45	47	49	36	36	5	29	50	50	85	50	50	50	50	46	58	64	92	14	7	0.021845
AACB	2004-03-12T00:00:00	50	18	50	50	93	51	57	55	35	35	1	29	50	50	82	50	50	50	50	56	55	59	92	16	8	-0.028504
AACB	2004-03-19T00:00:00	50	18	50	50	84	47	54	3	50	50	7	29	50	50	76	50	50	50	50	52	83	54	97	66	40	0.122249
AACB	2004-03-26T00:00:00	50	18	50	50	66	35	38	4	50	50	21	29	50	50	75	50	50	50	50	34	80	57	94	67	38	0.046296
AACB	2004-04-02T00:00:00	50	18	50	50	94	28	29	29	46	46	2	29	50	50	81	50	50	50	50	25	85	66	94	50	38	0.002603
AACB	2004-04-09T00:00:00	50	18	50	50	95	48	70	44	45	45	1	29	50	50	80	50	50	50	50	61	87	65	96	49	37	-0.007788
AACB	2004-04-16T00:00:00	50	18	50	50	79	41	59	65	46	46	17	29	50	50	78	50	50	50	50	50	86	65	96	47	39	-0.0382
AACB	2004-04-23T00:00:00	50	18	50	50	94	39	43	53	44	44	2	29	50	50	77	50	50	50	50	40	90	71	94	26	41	0.001632
AACB	2004-04-30T00:00:00	50	18	50	50	89	41	48	67	42	42	9	29	50	50	68	50	50	50	50	43	81	70	96	25	43	-0.050516
AACB	2004-05-07T00:00:00	50	18	50	50	66	39	47	38	41	41	27	29	50	50	55	50	50	50	50	42	85	73	95	36	43	0.013158
AACB	2004-05-14T00:00:00	50	18	50	50	66	80	94	69	42	42	22	29	50	50	58	50	50	50	50	90	68	63	94	33	48	-0.043478
AACB	2004-05-21T00:00:00	50	18	50	50	92	85	96	76	40	40	3	29	50	50	53	50	50	50	50	93	67	63	93	24	47	-0.021251
AACB	2004-05-28T00:00:00	50	18	50	50	92	78	90	41	38	38	4	29	50	50	25	50	50	50	50	87	65	69	90	29	46	0.060314
AACB	2004-06-04T00:00:00	50	18	50	50	73	77	83	3	48	48	13	29	50	50	9	50	50	50	50	83	59	55	88	28	37	0.108077
AACB	2004-06-11T00:00:00	50	18	50	50	86	70	62	27	49	49	7	29	50	50	10	50	50	50	50	69	58	65	87	30	39	-0.026181
AACB	2004-06-18T00:00:00	50	18	50	50	74	67	59	41	47	47	11	29	50	50	20	50	50	50	50	65	57	63	87	35	41	-0.008962
AACB	2004-06-25T00:00:00	50	18	50	50	67	62	44	75	46	46	19	29	50	50	24	50	50	50	50	53	57	63	81	46	37	-0.015957
AACB	2004-07-02T00:00:00	50	18	50	50	75	70	61	56	44	44	11	29	50	50	23	50	50	50	50	68	57	63	80	48	41	0.001081
AACB	2004-07-09T00:00:00	50	18	50	50	88	61	44	21	42	42	8	29	50	50	28	50	50	50	50	53	59	72	74	39	36	0.015659
AACB	2004-07-16T00:00:00	50	18	50	50	89	53	35	20	41	41	8	29	50	50	38	50	50	50	50	42	58	73	77	37	38	0.018075
AACB	2004-07-23T00:00:00	50	18	50	50	92	63	57	22	38	38	6	29	50	50	31	50	50	50	50	62	58	81	79	39	37	-0.009399
AACB	2004-07-30T00:00:00	50	18	50	50	93	85	96	51	35	35	4	29	50	50	24	50	50	50	50	93	56	80	78	44	36	-0.004744
AACB	2004-08-06T00:00:00	50	18	50	50	67	81	90	15	31	31	21	29	50	50	18	50	50	50	50	90	33	45	78	69	27	0.009004
AACB	2004-08-13T00:00:00	50	18	50	50	93	79	76	66	28	28	4	29	50	50	16	50	50	50	50	81	29	48	84	65	33	-0.054068
AACB	2004-08-20T00:00:00	50	18	50	50	66	71	52	28	32	32	25	29	50	50	14	50	50	50	50	64	27	54	75	68	35	0.062708
AACB	2004-08-27T00:00:00	50	18	50	50	92	71	50	86	34	34	4	29	50	50	25	50	50	50	50	62	34	54	71	58	34	-0.041253
AACB	2004-09-03T00:00:00	50	18	50	50	93	78	72	45	35	35	4	29	50	50	38	50	50	50	50	79	35	54	72	59	33	0.029412
AACB	2004-09-10T00:00:00	50	18	50	50	93	82	76	71	34	34	4	29	50	50	36	50	50	50	50	82	37	51	63	59	30	-0.002646
AACB	2004-09-17T00:00:00	50	18	50	50	82	83	81	23	36	36	12	29	50	50	27	50	50	50	50	85	35	65	60	60	24	0.047215
AACB	2004-09-24T00:00:00	50	18	50	50	85	78	65	8	38	38	11	29	50	50	19	50	50	50	50	75	35	66	65	55	19	0.06079
AACB	2004-10-01T00:00:00	50	18	50	50	90	89	86	7	40	40	7	29	50	50	22	50	50	50	50	91	35	71	67	67	18	0.063992
AACB	2004-10-08T00:00:00	50	18	50	50	95	77	52	5	39	39	1	29	50	50	18	50	50	50	50	66	43	66	65	70	12	0.051616
AACB	2004-10-15T00:00:00	50	18	50	50	72	85	72	44	46	46	22	29	50	50	27	50	50	50	50	83	45	66	64	70	15	-0.048656
AACB	2004-10-22T00:00:00	50	18	50	50	90	72	34	18	42	42	8	29	50	50	19	50	50	50	50	53	51	62	61	73	13	0.028712
AACB	2004-10-29T00:00:00	50	18	50	50	78	77	51	57	40	40	19	29	50	50	17	50	50	50	50	67	44	66	58	69	9	-0.002617
AACB	2004-11-05T00:00:00	50	18	50	50	73	73	40	9	44	44	19	29	50	50	18	50	50	50	50	58	44	57	71	80	5	0.099694
AACB	2004-11-12T00:00:00	50	18	50	50	93	83	66	19	41	41	3	29	50	50	11	50	50	50	50	79	44	57	71	80	3	0.032207
AACB	2004-11-19T00:00:00	50	18	50	50	91	91	91	24	40	40	6	29	50	50	15	50	50	50	50	94	46	62	72	77	3	0.000385
AACB	2004-11-26T00:00:00	50	18	50	50	93	94	94	30	39	39	4	29	50	50	18	50	50	50	50	96	14	65	26	49	6	0.023104
AACB	2004-12-03T00:00:00	50	18	50	50	89	95	97	80	42	42	8	29	50	50	42	50	50	50	50	97	14	64	37	53	7	-0.033873
AACB	2004-12-10T00:00:00	50	18	50	50	95	93	88	86	43	43	1	29	50	50	53	50	50	50	50	93	13	54	35	66	5	-0.046358
AACB	2004-12-17T00:00:00	50	18	50	50	83	93	90	53	43	43	9	29	50	50	66	50	50	50	50	94	12	47	32	67	5	0.041667
AACB	2004-12-24T00:00:00	50	18	50	50	65	91	73	45	40	40	28	29	50	50	57	50	50	50	50	86	11	37	35	74	4	0.01451
AACB	2004-12-31T00:00:00	50	17	50	50	67	95	92	15	43	43	19	28	50	50	46	50	50	50	50	96	8	37	36	65	5	0.062234
AACB	2005-01-07T00:00:00	50	19	50	50	83	94	90	59	47	47	10	28	50	50	56	50	50	50	50	95	8	33	31	75	6	-0.06623
AACB	2005-01-14T00:00:00	50	19	50	50	92	93	84	28	43	43	4	28	50	50	50	50	50	50	50	92	8	33	31	70	6	0.023772
AACB	2005-01-21T00:00:00	50	15	50	50	64	92	82	16	41	41	44	28	50	50	60	50	50	50	50	90	20	44	35	77	8	0.024743
AACB	2005-01-28T00:00:00	50	18	50	50	91	87	46	53	41	41	6	28	50	50	66	50	50	50	50	70	19	38	38	80	12	-0.026746
AACB	2005-02-04T00:00:00	50	18	50	50	64	79	31	57	38	38	40	29	50	50	78	50	50	50	50	57	23	46	41	86	17	0.015267
AACB	2005-02-11T00:00:00	50	17	50	50	93	85	48	24	38	38	1	28	50	50	60	50	50	50	50	70	33	66	43	92	23	0.041353
AACB	2005-02-18T00:00:00	50	14	50	50	90	86	54	8	38	38	4	27	50	50	62	50	50	50	50	73	26	60	40	94	26	0.057401
AACB	2005-02-25T00:00:00	50	15	50	50	92	91	82	22	37	37	1	27	50	50	66	50	50	50	50	90	29	61	33	92	21	-0.001707
AACB	2005-03-04T00:00:00	50	13	50	50	69	87	53	11	37	37	18	27	50	50	71	50	50	50	50	75	25	49	47	90	29	0.04788
AACB	2005-03-11T00:00:00	50	13	50	50	63	88	71	33	37	37	28	27	50	50	73	50	50	50	50	84	23	48	48	87	26	-0.025457
AACB	2005-03-18T00:00:00	50	12	50	50	60	91	85	16	32	32	35	27	50	50	52	50	50	50	50	91	23	49	56	89	28	0.011386
AACB	2005-03-25T00:00:00	50	13	50	50	67	86	62	67	37	37	15	27	50	50	61	50	50	50	50	77	16	44	60	91	22	-0.045033

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