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 ⌀
AABC	1998-08-07T00:00:00	39	60	57	61	73	87	93	38	34	34	55	87	36	37	50	32	50	31	40.5	91	56	55	58	60.5	43.5	-0.023288
AABC	1998-08-14T00:00:00	39	60	70	60	73	85	90	39	30	30	51	87	36	37	50	32	50	85	40.5	89	56	55	58	60.5	43.5	-0.023843
AABC	1998-08-21T00:00:00	39	60	53	60	73	73	69	70	26	26	50	87	36	37	50	32	50	22	40.5	72	56	55	58	60.5	43.5	-0.048748
AABC	1998-08-28T00:00:00	39	60	57	60	73	55	43	79	41	41	62	87	36	37	50	32	50	34	40.5	49	56	55	58	60.5	43.5	-0.153846
AABC	1998-09-04T00:00:00	39	60	66	60	73	68	60	90	47	47	96	87	36	37	50	32	50	64	40.5	65	56	55	58	60.5	43.5	-0.151472
AABC	1998-09-11T00:00:00	39	60	70	60	73	30	16	84	45	45	100	87	36	37	50	32	50	83	40.5	22	40	13	27	60.5	43.5	0
AABC	1998-09-18T00:00:00	39	60	50	60	100	29	17	36	55	55	80	87	36	37	50	32	50	14	40.5	22	37	10	18	60.5	43.5	0.107137
AABC	1998-09-25T00:00:00	39	60	68	60	100	52	52	27	53	53	97	87	36	37	50	32	50	73	40.5	52	42	11	14	60.5	43.5	0.048385
AABC	1998-10-02T00:00:00	39	60	67	60	100	54	54	22	49	49	63.5	87	36	37	50	32	50	74	40.5	54	35	11	12	60.5	43.5	0
AABC	1998-10-09T00:00:00	39	60	53	60	100	54	56	69	51	51	63.5	87	36	37	50	32	50	21	40.5	55	32	7	11	60.5	43.5	-0.153927
AABC	1998-10-16T00:00:00	39	60	47	60	100	46	40	40	50	50	63.5	87	36	37	50	32	50	4	40.5	42	29	8	10	60.5	43.5	0.090965
AABC	1998-10-23T00:00:00	39	60	51	60	100	34	28	88	44	44	63.5	87	36	37	50	32	50	15	40.5	30	46	6	11	60.5	43.5	-0.066619
AABC	1998-10-30T00:00:00	43	60	63	23	100	22	15	29	52	52	87	87	36	37	50	32	50	50	40.5	17	33	8	11	60.5	43.5	0.142748
AABC	1998-11-06T00:00:00	43	60	52	23	100	22	14	89	49	49	70	87	36	37	50	32	50	18	40.5	17	33	17	10	60.5	43.5	-0.062458
AABC	1998-11-13T00:00:00	43	60	47	23	100	32	37	61	44	44	70	87	36	37	50	32	50	6	40.5	33	32	15	9	60.5	43.5	0
AABC	1998-11-20T00:00:00	45	60	62	22	100	38	51	85	43	43	92	87	36	37	50	32	50	50	40.5	43	35	17	7	60.5	43.5	-0.033381
AABC	1998-11-27T00:00:00	45	60	61	23	100	46	63	73	40	40	90	87	36	37	50	32	50	44	40.5	55	34	18	8	60.5	43.5	0
AABC	1998-12-04T00:00:00	44	64	61	23	97	36	36	54	38	38	85	91	36	42	50	32	50	33	40.5	35	27	14	5	60.5	43.5	0
AABC	1998-12-11T00:00:00	43	63	70	23	98	40	52	58	36	36	98	91	36	42	50	32	50	66	40.5	45	27	20	4	60.5	43.5	-0.017193
AABC	1998-12-18T00:00:00	45	67	56	23	98	24	18	90	39	39	77	91	36	43	50	32	50	10	40.5	18	35	19	1	60.5	43.5	-0.105263
AABC	1998-12-25T00:00:00	43	64	58	23	98	36	57	13	57	57	82	91	36	43	50	32	50	21	40.5	45	34	30	1	60.5	43.5	0.180983
AABC	1999-01-01T00:00:00	44	63	69	23	97	22	18	34	55	55	96	91	36	42	31	32	50	62	40.5	17	33	30	1	60.5	43.5	0.006934
AABC	1999-01-08T00:00:00	44	63	59	23	98	24	21	27	48	48	83	91	36	41	57	32	50	25	40.5	19	31	30	1	60.5	43.5	0.034429
AABC	1999-01-15T00:00:00	45	66	65	23	98	21	16	81	49	49	84	92	36	28	67	32	50	39	40.5	16	25	33	1	60.5	43.5	-0.066703
AABC	1999-01-22T00:00:00	45	67	64	23	98	22	16	81	48	48	82	92	36	27	65	32	50	38	40.5	16	29	31	1	60.5	43.5	-0.035662
AABC	1999-01-29T00:00:00	44	67	59	23	97	23	32	42	47	47	73	92	36	28	70	32	50	21	40.5	25	26	31	1	60.5	43.5	0.036981
AABC	1999-02-05T00:00:00	44	66	59	23	97	24	31	37	44	44	75	92	36	28	50	32	50	23	40.5	25	24	28	1	60.5	43.5	0
AABC	1999-02-12T00:00:00	43	65	59	23	97	17	15	14	43	43	77	92	36	28	48	32	50	25	40.5	14	21	31	1	60.5	43.5	0.035808
AABC	1999-02-19T00:00:00	42	64	62	23	98	38	76	22	41	41	83	92	36	28	42	32	50	35	40.5	58	17	32	1	60.5	43.5	0
AABC	1999-02-26T00:00:00	42	62	69	23	98	35	64	28	37	37	96	92	36	28	43	32	50	64	40.5	49	13	27	1	60.5	43.5	0
AABC	1999-03-05T00:00:00	43	66	53	23	98	35	65	77	32	32	65	92	36	28	42	32	50	3	40.5	50	13	30	1	60.5	43.5	-0.068999
AABC	1999-03-12T00:00:00	95	57	70	61	98	23	32	54	31	31	100	92	36	21	37	32	50	75	40.5	23	13	28	1	60.5	43.5	0.018566
AABC	1999-03-19T00:00:00	95	59	52	61	98	19	22	49	29	29	67	92	36	22	36	32	50	3	40.5	17	14	29	1	60.5	43.5	0
AABC	1999-03-26T00:00:00	95	60	56	61	98	27	49	55	26	26	78	92	36	23	33	32	50	20	40.5	36	11	16	1	60.5	43.5	-0.018228
AABC	1999-04-02T00:00:00	95	57	67	61	98	30	55	54	24	24	95	92	36	27	36	32	50	54	40.5	41	10	15	1	60.5	43.5	0
AABC	1999-04-09T00:00:00	95	57	70	61	98	45	75	52	22	22	98	92	36	27	31	32	50	68	40.5	61	11	22	1	60.5	43.5	0
AABC	1999-04-16T00:00:00	94	42	57	61	98	45	78	2	70	70	79	90	36	19	11	32	50	21	40.5	64	54	29	5	60.5	43.5	0.370415
AABC	1999-04-23T00:00:00	94	59	62	10	98	44	76	49	72	72	72	91	36	19	17	32	50	12	40.5	62	40	27	12	60.5	43.5	-0.121599
AABC	1999-04-30T00:00:00	94	63	63	9	98	29	37	67	70	70	75	91	36	19	25	32	50	18	40.5	31	37	36	12	60.5	43.5	-0.046144
AABC	1999-05-07T00:00:00	95	65	60	10	98	35	49	89	70	70	70	92	36	19	26	32	50	6	40.5	40	50	55	18	60.5	43.5	-0.056527
AABC	1999-05-14T00:00:00	95	67	67	10	98	36	53	92	68	68	90	92	36	23	31	32	50	40	40.5	43	61	64	29	60.5	43.5	-0.042776
AABC	1999-05-21T00:00:00	95	67	62	11	98	37	46	71	66	66	87	92	36	26	26	32	50	22	40.5	40	61	67	28	60.5	43.5	0.017904
AABC	1999-05-28T00:00:00	95	63	69	11	97	39	52	35	65	65	94	92	36	26	26	32	50	49	40.5	45	60	72	36	60.5	43.5	0.035035
AABC	1999-06-04T00:00:00	95	64	64	11	97	39	47	41	64	64	89	92	36	25	24	32	50	29	40.5	42	56	70	38	60.5	43.5	0
AABC	1999-06-11T00:00:00	95	63	64	11	97	84	97	29	63	63	90	92	36	25	21	32	50	32	40.5	93	62	68	38	60.5	43.5	0.016994
AABC	1999-06-18T00:00:00	95	64	61	11	97	65	78	43	62	62	87	91	36	26	19	32	50	21	40.5	75	68	84	44	60.5	43.5	0
AABC	1999-06-25T00:00:00	95	63	62	11	97	53	52	13	48	48	89	91	36	26	19	32	50	26	40.5	53	70	83	47	60.5	43.5	0.049993
AABC	1999-07-02T00:00:00	96	64	69	11	97	39	30	49	41	41	95	91	36	42	21	32	50	48	40.5	32	56	87	43	60.5	43.5	-0.007892
AABC	1999-07-09T00:00:00	96	61	62	11	97	30	17	23	40	40	89	91	36	41	20	32	50	26	40.5	19	71	76	46	60.5	43.5	0.043949
AABC	1999-07-16T00:00:00	96	64	59	11	97	32	23	57	38	38	84	91	36	38	40	32	50	14	40.5	24	75	70	43	60.5	43.5	-0.019113
AABC	1999-07-23T00:00:00	96	64	59	11	97	43	44	48	35	35	84	91	36	35	30	32	50	14	40.5	41	75	73	44	60.5	43.5	-0.015665
AABC	1999-07-30T00:00:00	70	64	65	89	97	42	46	44	34	34	79	91	36	39	23	32	50	46	40.5	43	72	73	55	60.5	43.5	0
AABC	1999-08-06T00:00:00	68	60	64	89	97	48	59	9	33	33	79	91	36	40	13	32	50	47	40.5	55	67	74	48	60.5	43.5	0.047613
AABC	1999-08-13T00:00:00	64	58	67	89	97	45	59	9	33	33	64	91	36	44	22	32	50	60	40.5	53	66	76	53	60.5	43.5	0.037915
AABC	1999-08-20T00:00:00	64	60	57	89	97	57	83	26	32	32	51	91	36	47	19	32	50	27	40.5	73	67	75	54	60.5	43.5	-0.007258
AABC	1999-08-27T00:00:00	64	60	57	89	96	51	64	45	32	32	51	91	36	47	25	32	50	26	40.5	60	62	79	87	60.5	43.5	-0.014743
AABC	1999-09-03T00:00:00	64	60	63	88	96	58	76	39	30	30	58	91	36	47	26	32	50	44	40.5	70	68	60	93	60.5	43.5	0.007421
AABC	1999-09-10T00:00:00	64	61	51	88	97	53	60	42	29	29	37	91	36	47	25	32	50	2	40.5	58	69	60	94	60.5	43.5	0
AABC	1999-09-17T00:00:00	63	59	68	88	97	54	58	45	27	27	67	91	36	48	33	32	50	68	40.5	58	69	60	94	60.5	43.5	-0.007366
AABC	1999-09-24T00:00:00	62	58	59	88	96	58	54	31	25	25	16	91	36	48	23	32	50	35	40.5	58	89	59	93	60.5	43.5	0
AABC	1999-10-01T00:00:00	62	58	62	88	96	74	85	41	23	23	20	91	36	48	19	32	50	43	40.5	83	87	60	92	60.5	43.5	0
AABC	1999-10-08T00:00:00	62	56	69	88	97	78	90	51	23	23	32	91	36	48	25	32	50	72	40.5	88	90	61	91	60.5	43.5	-0.007421
AABC	1999-10-15T00:00:00	62	59	62	88	97	76	84	54	22	22	24	91	36	48	37	32	50	43	40.5	83	89	62	91	60.5	43.5	-0.030151
AABC	1999-10-22T00:00:00	64	60	62	88	97	75	78	79	22	22	26	91	36	48	47	32	50	41	40.5	80	88	50	92	60.5	43.5	-0.054215
AABC	1999-10-29T00:00:00	66	60	73	44	73	72	76	45	24	24	53	90	36	34	31	32	50	50	40.5	78	87	49	91	60.5	43.5	0.049172
AABC	1999-11-05T00:00:00	66	62	60	44	74	68	70	68	23	23	46	90	36	34	49	32	50	6	40.5	72	87	53	91	60.5	43.5	-0.015665
AABC	1999-11-12T00:00:00	66	61	76	43	72	69	65	45	22	22	59	90	36	52	46	32	50	61	40.5	70	85	55	88	60.5	43.5	0.015914
AABC	1999-11-19T00:00:00	66	62	65	42	72	76	74	40	23	23	47	90	36	54	48	32	50	25	40.5	79	84	53	89	60.5	43.5	0.031202
AABC	1999-11-26T00:00:00	67	62	69	43	72	75	69	61	23	23	55	91	36	53	59	32	50	39	40.5	75	83	54	87	60.5	43.5	-0.030258
AABC	1999-12-03T00:00:00	67	61	70	43	73	72	59	52	22	22	56	91	36	50	61	32	50	42	40.5	69	84	57	87	60.5	43.5	0
AABC	1999-12-10T00:00:00	66	61	68	43	72	69	57	48	21	21	51	91	36	51	68	32	50	34	40.5	66	85	57	87	60.5	43.5	0
AABC	1999-12-17T00:00:00	66	60	75	43	73	53	32	54	20	20	63	91	36	51	73	32	50	56	40.5	42	85	53	86	60.5	43.5	-0.015665
AABC	1999-12-24T00:00:00	66	60	72	43	75	61	52	54	19	19	59	91	36	48	63	32	50	48	40.5	58	1	31	81	60.5	43.5	0
AABC	1999-12-31T00:00:00	67	61	79	43	75	54	40	61	17	17	100	91	36	48	64	32	50	75	40.5	47	14	64	40	60.5	43.5	0.008022
AABC	2000-01-07T00:00:00	67	62	76	43	76	59	50	67	16	16	96	92	36	47	76	32	50	59	40.5	57	18	53	53	60.5	43.5	-0.023617
AABC	2000-01-14T00:00:00	68	64	63	43	77	61	57	76	15	15	75	92	36	42	83	32	50	19	40.5	61	25	23	47	60.5	43.5	-0.016169
AABC	2000-01-21T00:00:00	68	65	60	43	77	56	41	61	15	15	64	92	36	40	83	32	50	7	40.5	49	30	45	57	60.5	43.5	0.008151
AABC	2000-01-28T00:00:00	67	63	70	43	77	56	47	46	14	14	82	92	36	40	80	32	50	38	40.5	53	33	42	57	60.5	43.5	0
AABC	2000-02-04T00:00:00	67	64	65	43	78	58	52	54	14	14	74	93	36	40	81	32	50	24	40.5	56	30	36	55	60.5	43.5	0
AABC	2000-02-11T00:00:00	67	63	71	43	77	55	48	50	13	13	86	93	36	40	78	32	50	44	40.5	52	32	36	55	60.5	43.5	0
AABC	2000-02-18T00:00:00	71	70	77	44	74	50	48	97	27	27	96	94	36	42	85	32	50	61	40.5	50	19	2	90	60.5	43.5	-0.146322
AABC	2000-02-25T00:00:00	68	68	62	44	73	51	41	48	33	33	71	94	36	42	83	32	50	16	40.5	47	25	1	88	60.5	43.5	0.080888
AABC	2000-03-03T00:00:00	70	68	74	44	72	46	31	91	31	31	91	94	36	42	90	32	50	51	40.5	37	25	1	89	60.5	43.5	-0.057167
AABC	2000-03-10T00:00:00	67	74	55	67	72	43	25	84	30	30	50	95	36	46	91	32	50	12	40.5	32	25	2	88	60.5	43.5	-0.04677
AABC	2000-03-17T00:00:00	69	75	57	67	72	45	32	84	25	25	51	95	36	47	92	32	50	18	40.5	37	23	3	88	60.5	43.5	-0.019658
AABC	2000-03-24T00:00:00	69	75	55	67	70	49	44	69	24	24	47	95	36	48	92	32	50	8	40.5	46	19	3	89	60.5	43.5	0
AABC	2000-03-31T00:00:00	70	74	61	66	70	48	41	67	22	22	13	95	36	48	93	25	50	24	10	44	18	2	89	60.5	43.5	-0.049886
AABC	2000-04-07T00:00:00	72	77	59	66	68	51	46	76	22	22	9	95	36	47	90	25	50	17	10	49	14	4	86	60.5	43.5	-0.047358
AABC	2000-04-14T00:00:00	71	73	71	66	69	25	8	42	21	21	40	94	36	45	72	25	50	64	10	14	39	3	90	60.5	43.5	-0.005584
AABC	2000-04-21T00:00:00	72	75	62	66	70	39	35	52	20	20	22	94	36	42	82	23	50	28	10	36	41	2	86	60.5	43.5	0
AABC	2000-04-28T00:00:00	72	74	71	66	69	25	13	55	16	16	46	94	36	42	87	8	50	63	20	16	41	2	87	60.5	43.5	0
AABC	2000-05-05T00:00:00	51	64	72	50	68	22	11	24	18	18	40	93	36	3	86	9	50	53	19	14	47	4	89	60.5	43.5	0.066655
AABC	2000-05-12T00:00:00	51	63	72	51	68	17	9	26	17	17	36	92	36	4	85	9	50	58	19	10	49	6	91	60.5	43.5	0
AABC	2000-05-19T00:00:00	50	62	65	55	67	18	14	6	19	19	18	92	36	5	74	8	50	37	17	12	51	5	95	60.5	43.5	0.062489
AABC	2000-05-26T00:00:00	50	60	68	55	66	17	21	18	19	19	22	92	36	5	72	8	50	45	17	14	53	5	95	60.5	43.5	-0.009749
AABC	2000-06-02T00:00:00	50	59	73	55	67	13	16	31	18	18	30	92	36	5	69	7	50	66	17	10	51	6	94	60.5	43.5	0.029697
AABC	2000-06-09T00:00:00	51	65	59	55	67	22	43	79	15	15	9	92	36	5	69	8	50	17	17	28	48	15	97	60.5	43.5	-0.05768
AABC	2000-06-16T00:00:00	50	60	70	56	67	20	42	27	15	15	26	92	36	5	53	7	50	55	17	27	48	29	98	60.5	43.5	0.061211
AABC	2000-06-23T00:00:00	51	63	56	55	68	20	39	53	15	15	2	92	36	5	56	7	50	4	17	26	49	24	98	60.5	43.5	-0.02884
AABC	2000-06-30T00:00:00	51	61	64	55	68	28	65	42	13	13	15	92	36	6	50	7	50	33	17	45	43	25	98	60.5	43.5	0.009845

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