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 ⌀
AAAGY	2003-03-21T00:00:00	50	47	50	50	72	39	38	10	33	33	28	13	50	50	52	50	50	50	50	36	80	77	55	51.5	49	0.098139
AAAGY	2003-03-28T00:00:00	50	49	50	50	72	28	19	32	34	34	22	13	50	50	52	50	50	50	50	20	81	77	59	51.5	49	-0.031236
AAAGY	2003-04-04T00:00:00	50	49	50	50	80	36	27	19	32	32	6	13	50	50	52	50	50	50	50	29	83	77	57	51.5	49	0.037855
AAAGY	2003-04-11T00:00:00	50	47	50	50	78	34	25	15	29	29	9	12	50	50	52	50	50	50	50	27	85	74	57	51.5	49	0.031067
AAAGY	2003-04-18T00:00:00	50	49	50	50	77	39	32	65	30	30	17	13	50	50	52	50	50	50	50	33	88	80	57	51.5	49	-0.028512
AAAGY	2003-04-25T00:00:00	50	51	50	50	88	43	47	63	27	27	4	13	50	50	52	50	50	50	50	44	86	81	60	51.5	49	0.001436
AAAGY	2003-05-02T00:00:00	50	51	50	50	80	55	75	62	25	25	23	13	50	50	52	50	50	50	50	67	82	79	55	51.5	49	0.028906
AAAGY	2003-05-09T00:00:00	50	51	50	50	91	61	84	22	29	29	8	13	50	50	52	50	50	50	50	75	81	69	43	51.5	49	0.074303
AAAGY	2003-05-16T00:00:00	50	49	50	50	82	80	92	13	37	37	13	12	50	50	52	50	50	50	50	91	86	76	50	51.5	49	0.101541
AAAGY	2003-05-23T00:00:00	50	46	50	50	92	72	82	7	38	38	4	11	50	50	15	50	50	50	50	81	75	78	54	51.5	49	0.089402
AAAGY	2003-05-30T00:00:00	50	50	50	50	92	77	85	50	41	41	4	12	50	50	22	50	50	50	50	86	77	86	66	51.5	49	-0.035671
AAAGY	2003-06-06T00:00:00	50	49	50	50	91	80	88	35	38	38	6	12	50	50	26	50	50	50	50	88	84	88	73	51.5	49	0.040219
AAAGY	2003-06-13T00:00:00	50	48	50	50	89	63	56	28	36	36	8	12	50	50	27	50	50	50	50	61	82	90	73	51.5	49	0.02875
AAAGY	2003-06-20T00:00:00	50	49	50	50	77	58	50	62	40	40	16	12	50	50	30	50	50	50	50	55	83	90	79	51.5	49	-0.03398
AAAGY	2003-06-27T00:00:00	50	51	50	50	78	57	46	88	43	43	16	12	50	50	31	50	50	50	50	52	69	84	83	51.5	49	-0.056731
AAAGY	2003-07-04T00:00:00	50	51	50	50	87	76	74	57	43	43	10	12	50	50	28	50	50	50	50	80	72	89	83	51.5	49	0.04474
AAAGY	2003-07-11T00:00:00	50	55	50	50	94	90	87	94	46	46	1	13	50	50	37	50	50	50	50	92	80	93	89	51.5	49	-0.048677
AAAGY	2003-07-18T00:00:00	50	55	50	50	86	95	92	87	44	44	11	13	50	50	37	50	50	50	50	96	78	94	85	51.5	49	-0.025677
AAAGY	2003-07-25T00:00:00	50	51	50	50	69	89	77	30	45	45	28	12	50	50	27	50	50	50	50	87	65	90	86	51.5	49	0.08452
AAAGY	2003-08-01T00:00:00	50	55	50	50	91	89	76	72	43	43	2	13	50	50	28	50	50	50	50	86	34	87	75	51.5	49	-0.049694
AAAGY	2003-08-08T00:00:00	50	57	50	50	78	90	81	92	47	47	10	13	50	50	41	50	50	50	50	89	45	75	82	51.5	49	-0.090809
AAAGY	2003-08-15T00:00:00	50	58	50	50	87	84	59	74	47	47	4	13	50	50	45	50	50	50	50	76	39	71	82	51.5	49	0.046012
AAAGY	2003-08-22T00:00:00	50	62	50	50	66	66	27	98	51	51	23	14	50	50	67	50	50	50	50	46	47	83	88	51.5	49	-0.102606
AAAGY	2003-08-29T00:00:00	50	63	50	50	75	73	43	93	50	50	10	15	50	50	73	50	50	50	50	59	46	85	87	51.5	49	0.005452
AAAGY	2003-09-05T00:00:00	50	63	50	50	88	49	15	57	51	51	4	14	50	50	86	50	50	50	50	30	44	85	86	51.5	49	0.059168
AAAGY	2003-09-12T00:00:00	50	57	50	50	71	44	13	14	56	56	15	13	50	50	86	50	50	50	50	25	31	85	91	6	25	0.115628
AAAGY	2003-09-19T00:00:00	50	59	50	50	67	71	59	48	56	56	23	14	50	50	89	50	50	50	50	68	50	87	90	11	25	-0.033897
AAAGY	2003-09-26T00:00:00	50	58	50	50	90	57	31	9	54	54	2	13	50	50	83	50	50	50	50	43	63	89	91	13	22	0.041859
AAAGY	2003-10-03T00:00:00	50	56	50	50	69	30	12	22	51	51	19	13	50	50	85	50	50	50	50	17	69	90	91	12	21	0.030246
AAAGY	2003-10-10T00:00:00	50	60	50	50	91	37	20	52	50	50	3	13	50	50	86	50	50	50	50	25	76	95	98	10	19	-0.019411
AAAGY	2003-10-17T00:00:00	50	60	50	50	82	12	4	58	48	48	12	13	50	50	70	50	50	50	50	6	76	95	98	9	19	0.001117
AAAGY	2003-10-24T00:00:00	50	58	50	50	68	11	3	58	47	47	36	13	50	50	75	50	50	50	50	5	79	96	99	10	20	-0.00915
AAAGY	2003-10-31T00:00:00	50	60	50	50	89	16	14	47	40	40	7	13	50	50	73	50	50	50	50	11	78	96	99	9	20	0.022388
AAAGY	2003-11-07T00:00:00	50	65	50	50	94	53	67	93	43	43	1	14	50	50	72	50	50	50	50	62	81	95	99	12	21	-0.060319
AAAGY	2003-11-14T00:00:00	50	63	50	50	87	34	48	71	41	41	7	14	50	50	80	50	50	50	50	40	80	93	98	14	23	0.012332
AAAGY	2003-11-21T00:00:00	50	62	50	50	87	62	77	63	33	33	7	14	50	50	79	50	50	50	50	74	77	92	98	15	20	-0.005836
AAAGY	2003-11-28T00:00:00	50	64	50	50	90	61	79	59	32	32	4	14	50	50	78	50	50	50	50	73	86	89	97	15	30	0.015421
AAAGY	2003-12-05T00:00:00	50	65	50	50	87	50	57	81	31	31	8	14	50	50	77	50	50	50	50	54	84	90	95	16	30	-0.029089
AAAGY	2003-12-12T00:00:00	50	64	50	50	72	48	52	75	26	26	15	15	50	50	82	50	50	50	50	50	81	88	97	17	27	-0.003592
AAAGY	2003-12-19T00:00:00	50	64	50	50	85	50	48	43	26	26	8	14	50	50	68	50	50	50	50	49	78	89	96	16	28	0.018307
AAAGY	2003-12-26T00:00:00	50	66	50	50	79	49	53	78	26	26	11	15	50	50	73	50	50	50	50	52	83	85	94	15	31	-0.016767
AAAGY	2004-01-02T00:00:00	50	66	50	50	92	27	10	41	29	29	3	14	50	50	76	50	50	50	50	15	85	87	94	16	32	0.031879
AAAGY	2004-01-09T00:00:00	50	66	50	50	68	31	19	55	27	27	20	15	50	50	79	50	50	50	50	21	84	86	94	17	29	0.011568
AAAGY	2004-01-16T00:00:00	50	69	50	50	86	33	31	88	26	26	12	15	50	50	80	50	50	50	50	28	85	91	98	23	52	-0.036259
AAAGY	2004-01-23T00:00:00	50	69	50	50	71	30	28	87	25	25	25	15	50	50	79	50	50	50	50	26	88	95	100	34	42	-0.004238
AAAGY	2004-01-30T00:00:00	50	70	50	50	82	22	23	85	25	25	14	15	50	50	79	50	50	50	50	18	85	91	100	37	43	-0.034095
AAAGY	2004-02-06T00:00:00	50	68	50	50	92	19	26	24	32	32	5	15	50	50	72	50	50	50	50	17	87	93	99	32	53	0.059973
AAAGY	2004-02-13T00:00:00	50	67	50	50	69	23	46	47	30	30	25	15	50	50	78	50	50	50	50	31	86	91	99	32	57	-0.003325
AAAGY	2004-02-20T00:00:00	50	68	50	50	89	19	22	44	29	29	9	15	50	50	70	50	50	50	50	16	88	90	99	33	58	-0.005005
AAAGY	2004-02-27T00:00:00	50	67	50	50	67	24	42	21	30	30	32	15	50	50	65	50	50	50	50	29	85	94	99	35	52	0.036887
AAAGY	2004-03-05T00:00:00	50	66	50	50	86	23	37	13	32	32	10	14	50	50	52	50	50	50	50	27	78	93	98	37	56	0.053272
AAAGY	2004-03-12T00:00:00	50	66	50	50	84	11	10	31	33	33	13	14	50	50	54	50	50	50	50	7	73	88	98	46	61	-0.03288
AAAGY	2004-03-19T00:00:00	50	66	50	50	87	9	10	38	32	32	10	14	50	50	47	50	50	50	50	6	64	86	94	75	97	-0.007011
AAAGY	2004-03-26T00:00:00	50	65	50	50	64	8	9	70	32	32	31	15	50	50	53	50	50	50	50	5	66	84	94	81	97	-0.029753
AAAGY	2004-04-02T00:00:00	50	69	50	50	91	17	50	63	30	30	7	15	50	50	48	50	50	50	50	31	70	87	93	65	98	0.024074
AAAGY	2004-04-09T00:00:00	50	69	50	50	93	19	42	73	28	28	7	15	50	50	40	50	50	50	50	28	76	84	97	62	97	-0.012246
AAAGY	2004-04-16T00:00:00	50	65	50	50	81	21	45	21	28	28	28	14	50	50	37	50	50	50	50	30	76	90	95	63	97	0.039138
AAAGY	2004-04-23T00:00:00	50	72	50	50	70	31	70	41	26	26	43	15	50	50	37	50	50	50	50	51	79	92	93	53	98	-0.006923
AAAGY	2004-04-30T00:00:00	50	73	50	50	98	46	79	17	23	23	1	14	50	50	31	50	50	50	50	66	83	86	82	66	87	0.002368
AAAGY	2004-05-07T00:00:00	50	70	50	50	82	41	74	50	25	25	23	14	50	50	20	50	50	50	50	60	80	84	84	56	86	-0.036219
AAAGY	2004-05-14T00:00:00	50	71	50	50	95	43	69	32	21	21	6	14	50	50	10	50	50	50	50	58	82	86	84	56	83	0.002133
AAAGY	2004-05-21T00:00:00	50	68	50	50	71	29	47	16	22	22	21	14	50	50	7	50	50	50	50	36	88	85	88	92	86	0.029665
AAAGY	2004-05-28T00:00:00	50	70	50	50	97	26	41	29	20	20	2	14	50	50	8	50	50	50	50	31	73	82	84	82	83	0.029954
AAAGY	2004-06-04T00:00:00	50	70	50	50	96	25	34	37	19	19	4	14	50	50	8	50	50	50	50	27	65	80	89	77	93	-0.002434
AAAGY	2004-06-11T00:00:00	50	74	50	50	98	46	72	83	23	23	1	14	50	50	8	50	50	50	50	62	68	87	90	81	91	-0.034548
AAAGY	2004-06-18T00:00:00	50	71	50	50	75	42	61	75	22	22	19	15	50	50	10	50	50	50	50	53	65	85	90	89	93	-0.01552
AAAGY	2004-06-25T00:00:00	50	73	50	50	77	61	80	90	22	22	19	15	50	50	13	50	50	50	50	74	69	89	80	94	88	-0.034051
AAAGY	2004-07-02T00:00:00	50	76	50	50	97	55	65	65	22	22	1	15	50	50	14	50	50	50	50	62	70	90	81	93	92	0.016273
AAAGY	2004-07-09T00:00:00	50	72	50	50	68	58	73	78	24	24	24	15	50	50	22	50	50	50	50	69	71	89	86	94	94	-0.037532
AAAGY	2004-07-16T00:00:00	50	74	50	50	83	62	87	70	23	23	16	15	50	50	23	50	50	50	50	79	63	87	83	94	95	-0.023502
AAAGY	2004-07-23T00:00:00	50	76	50	50	95	65	82	72	22	22	5	15	50	50	16	50	50	50	50	77	61	87	83	94	93	-0.035003
AAAGY	2004-07-30T00:00:00	50	75	50	50	72	60	77	77	19	19	23	16	50	50	28	50	50	50	50	72	61	86	83	95	93	-0.006222
AAAGY	2004-08-06T00:00:00	50	77	50	50	97	46	36	59	16	16	2	16	50	50	41	50	50	50	50	39	60	87	80	95	93	-0.031358
AAAGY	2004-08-13T00:00:00	50	73	50	50	80	42	33	23	22	22	16	15	50	50	42	50	50	50	50	35	69	83	76	96	88	0.034686
AAAGY	2004-08-20T00:00:00	50	74	50	50	70	29	17	69	19	19	22	16	50	50	63	50	50	50	50	20	71	84	81	96	82	-0.005689
AAAGY	2004-08-27T00:00:00	50	78	50	50	94	35	26	72	18	18	5	16	50	50	67	50	50	50	50	28	71	86	81	99	83	-0.007356
AAAGY	2004-09-03T00:00:00	50	76	50	50	88	32	24	52	19	19	12	16	50	50	59	50	50	50	50	25	70	84	85	100	82	0.022437
AAAGY	2004-09-10T00:00:00	50	74	50	50	73	32	27	40	19	19	21	16	50	50	44	50	50	50	50	27	70	79	80	99	82	0.01812
AAAGY	2004-09-17T00:00:00	50	76	50	50	94	31	29	28	18	18	6	15	50	50	52	50	50	50	50	27	69	84	75	98	85	0.021554
AAAGY	2004-09-24T00:00:00	50	72	50	50	75	27	24	29	16	16	20	15	50	50	32	50	50	50	50	23	65	74	68	98	61	0.008517
AAAGY	2004-10-01T00:00:00	50	73	50	50	74	30	35	45	12	12	21	15	50	50	39	50	50	50	50	30	64	68	68	98	63	0.010893
AAAGY	2004-10-08T00:00:00	50	72	50	50	69	39	56	41	12	12	32	15	50	50	37	50	50	50	50	46	65	66	65	99	50	-0.002184
AAAGY	2004-10-15T00:00:00	50	72	50	50	70	30	34	26	9	9	39	15	50	50	38	50	50	50	50	29	63	57	65	99	44	0.011132
AAAGY	2004-10-22T00:00:00	50	76	50	50	77	26	28	80	17	17	32	16	50	50	41	50	50	50	50	23	65	52	68	99	75	-0.052552
AAAGY	2004-10-29T00:00:00	50	79	50	50	72	30	40	97	34	34	37	17	50	50	65	50	50	50	50	32	60	51	67	88	67	-0.096087
AAAGY	2004-11-05T00:00:00	50	79	50	50	74	31	47	73	36	36	31	17	50	50	67	50	50	50	50	36	66	23	73	89	76	0.059221
AAAGY	2004-11-12T00:00:00	50	79	50	50	72	35	60	63	35	35	25	17	50	50	67	50	50	50	50	46	66	21	79	89	43	0.028214
AAAGY	2004-11-19T00:00:00	50	80	50	50	94	43	65	62	33	33	7	17	50	50	64	50	50	50	50	55	68	22	81	87	45	-0.01599
AAAGY	2004-11-26T00:00:00	50	79	50	50	73	41	56	59	32	32	23	17	50	50	61	50	50	50	50	48	68	22	82	87	46	0.020658
AAAGY	2004-12-03T00:00:00	50	81	50	50	94	43	60	64	30	30	7	17	50	50	69	50	50	50	50	52	64	22	79	88	45	0.002361
AAAGY	2004-12-10T00:00:00	50	80	50	50	85	46	70	44	28	28	16	17	50	50	70	50	50	50	50	60	66	22	79	87	47	-0.002706
AAAGY	2004-12-17T00:00:00	50	82	50	50	98	31	30	54	27	27	2	17	50	50	66	50	50	50	50	27	66	22	80	86	47	0.00633
AAAGY	2004-12-24T00:00:00	50	78	50	50	95	14	7	7	41	41	6	16	50	50	49	50	50	50	50	8	63	34	73	81	70	0.0998
AAAGY	2004-12-31T00:00:00	50	76	50	50	83	18	14	11	39	39	18	16	50	50	44	50	50	50	50	13	59	33	74	76	72	0.030278
AAAGY	2005-01-07T00:00:00	50	77	50	50	70	19	22	49	39	39	31	16	50	50	54	50	50	50	50	17	43	23	71	76	67	-0.070982
AAAGY	2005-01-14T00:00:00	50	79	50	50	95	17	20	63	38	38	7	16	50	50	68	50	50	50	50	15	46	23	71	84	68	-0.009201
AAAGY	2005-01-21T00:00:00	50	81	50	50	98	18	27	66	37	37	1	16	50	50	66	50	50	50	50	19	27	18	68	81	64	-0.016371
AAAGY	2005-01-28T00:00:00	50	78	50	50	84	18	27	25	36	36	26	16	50	50	48	50	50	50	50	18	28	23	65	77	54	0.028225
AAAGY	2005-02-04T00:00:00	50	79	50	50	87	20	42	60	32	32	24	16	50	50	49	50	50	50	50	27	28	30	67	81	59	0.005443
AAAGY	2005-02-11T00:00:00	50	80	50	50	98	21	37	36	32	32	1	16	50	50	54	50	50	50	50	25	25	29	67	86	56	0.017464

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