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	2002-06-07T00:00:00	66	57	76	47	62	72	65	34	19	19	57	85	22	3	48	47	50	51	87	70	83	64	91	60.5	43.5	-0.031698
AABC	2002-06-14T00:00:00	65	58	60	48	65	75	72	20	17	17	36	85	21	3	56	48	50	5	87	77	81	93	90	60.5	43.5	0.005345
AABC	2002-06-21T00:00:00	66	56	74	48	63	65	61	38	16	16	55	84	21	3	65	84	50	45	87	64	75	91	88	60.5	43.5	0.000111
AABC	2002-06-28T00:00:00	65	56	77	48	63	50	34	29	14	14	58	84	22	4	62	84	50	54	86	41	76	91	89	60.5	43.5	0.016168
AABC	2002-07-05T00:00:00	66	58	63	48	65	69	78	53	16	16	40	84	22	4	63	84	50	14	86	76	76	90	92	60.5	43.5	-0.037271
AABC	2002-07-12T00:00:00	64	53	78	48	61	61	56	22	12	12	59	83	21	4	59	84	50	57	87	60	78	90	92	60.5	43.5	0.008943
AABC	2002-07-19T00:00:00	63	54	68	48	63	66	71	23	9	9	47	83	22	2	60	85	50	29	87	71	79	91	90	60.5	43.5	-0.008976
AABC	2002-07-26T00:00:00	51	53	75	49	63	75	84	49	11	11	36	82	24	2	64	96	50	39	34	84	20	76	78	60.5	43.5	-0.055474
AABC	2002-08-02T00:00:00	50	53	70	49	66	73	71	19	14	14	36	81	24	3	43	66	50	26	42	75	25	78	81	60.5	43.5	0.058732
AABC	2002-08-09T00:00:00	49	53	73	48	65	80	83	43	11	11	27	81	23	2	30	39	50	36	41	85	24	77	78	60.5	43.5	0
AABC	2002-08-16T00:00:00	47	55	79	46	63	78	73	77	14	14	29	82	23	4	19	3	50	55	40	78	39	72	62	60.5	43.5	-0.055361
AABC	2002-08-23T00:00:00	47	55	78	46	65	79	77	71	13	13	29	82	23	4	26	3	50	51	40	81	56	74	72	60.5	43.5	0.013902
AABC	2002-08-30T00:00:00	47	55	71	46	67	74	61	62	13	13	25	82	23	4	18	4	50	31	40	69	51	73	71	60.5	43.5	-0.002246
AABC	2002-09-06T00:00:00	47	56	64	46	69	83	80	46	12	12	19	82	23	4	25	4	50	10	40	84	42	66	69	60.5	43.5	-0.00462
AABC	2002-09-13T00:00:00	47	53	77	46	63	86	84	21	13	13	30	82	23	4	20	4	50	51	41	88	35	64	76	60.5	43.5	0.039633
AABC	2002-09-20T00:00:00	46	51	80	46	62	80	64	12	13	13	32	81	23	4	21	4	50	62	41	74	40	67	67	60.5	43.5	0.011219
AABC	2002-09-27T00:00:00	47	53	64	46	64	87	84	63	21	21	19	81	23	4	40	4	50	9	40	89	35	66	46	60.5	43.5	-0.083324
AABC	2002-10-04T00:00:00	47	54	65	46	64	84	73	53	19	19	20	81	23	4	50	4	50	11	40	82	33	61	45	60.5	43.5	-0.018155
AABC	2002-10-11T00:00:00	46	50	75	46	63	68	40	43	14	14	29	81	23	4	53	4	50	43	40	53	32	55	48	60.5	43.5	0.012327
AABC	2002-10-18T00:00:00	46	52	63	46	66	67	37	19	20	20	18	81	23	4	48	4	50	8	40	51	39	58	49	60.5	43.5	0.081759
AABC	2002-10-25T00:00:00	46	51	77	46	66	68	42	43	17	17	35	81	38	3	45	17	50	51	45	55	46	71	54	60.5	43.5	0
AABC	2002-11-01T00:00:00	53	54	67	13	66	69	49	80	18	18	50	81	38	4	51	17	50	16	97	60	49	66	71	60.5	43.5	-0.037216
AABC	2002-11-08T00:00:00	52	54	75	13	67	78	73	58	16	16	51	81	37	50	60	14	50	38	97	79	43	46	79	60.5	43.5	0.011692
AABC	2002-11-15T00:00:00	52	55	74	13	66	86	86	42	16	16	51	81	36	52	65	13	50	34	97	90	41	32	74	60.5	43.5	0.024292
AABC	2002-11-22T00:00:00	51	56	70	13	66	68	49	32	16	16	48	81	36	50	55	13	50	24	97	59	41	34	66	60.5	43.5	0.039604
AABC	2002-11-29T00:00:00	52	55	83	13	66	69	53	55	15	15	64	82	36	45	67	12	50	66	96	62	44	43	74	60.5	43.5	-0.00443
AABC	2002-12-06T00:00:00	52	56	74	13	66	74	62	63	13	13	52	82	36	43	65	12	50	35	96	70	40	42	68	60.5	43.5	-0.02069
AABC	2002-12-13T00:00:00	51	55	72	13	67	84	83	22	13	13	50	81	35	43	53	12	50	28	96	88	40	34	63	60.5	43.5	0.026806
AABC	2002-12-20T00:00:00	50	52	66	13	66	80	67	9	15	15	44	80	36	42	55	12	50	14	96	79	39	38	56	60.5	43.5	0.050996
AABC	2002-12-27T00:00:00	51	55	72	13	67	66	31	51	17	17	75	81	36	40	58	12	50	31	96	47	39	47	47	60.5	43.5	-0.042417
AABC	2003-01-03T00:00:00	51	54	65	13	68	70	45	55	16	16	69	81	36	38	62	12	50	8	96	59	40	52	42	60.5	43.5	0.014069
AABC	2003-01-10T00:00:00	50	52	77	13	66	76	54	47	14	14	78	81	36	36	68	12	50	46	96	70	38	54	37	60.5	43.5	0.021244
AABC	2003-01-17T00:00:00	51	54	67	13	69	83	63	55	14	14	66	81	36	28	75	12	50	18	96	80	30	63	24	60.5	43.5	-0.020802
AABC	2003-01-24T00:00:00	50	53	64	13	69	78	54	22	13	13	61	81	36	27	63	12	50	5	97	72	30	57	20	60.5	43.5	0.018101
AABC	2003-01-31T00:00:00	50	52	63	13	71	74	45	42	12	12	61	81	36	27	69	12	50	5	96	61	30	55	19	60.5	43.5	-0.007346
AABC	2003-02-07T00:00:00	50	53	74	13	69	82	76	51	13	13	72	81	35	28	71	4	50	34	96	84	31	54	20	60.5	43.5	-0.031532
AABC	2003-02-14T00:00:00	49	51	78	13	69	91	90	34	12	12	78	81	35	28	64	4	50	49	96	94	33	53	25	60.5	43.5	0.015172
AABC	2003-02-21T00:00:00	50	52	82	13	68	82	65	53	11	11	83	81	35	28	65	4	50	67	96	77	33	51	26	60.5	43.5	0.001091
AABC	2003-02-28T00:00:00	76	60	70	68	64	82	55	22	10	10	80	84	39	100	57	34	50	29	82	73	36	46	25	60.5	43.5	0.023428
AABC	2003-03-07T00:00:00	76	60	70	68	63	84	65	43	8	8	81	84	39	100	60	34	50	27	81	79	36	39	24	60.5	43.5	-0.015545
AABC	2003-03-14T00:00:00	76	60	66	68	64	76	53	58	8	8	78	84	39	100	67	34	50	15	81	67	35	36	20	60.5	43.5	-0.018062
AABC	2003-03-21T00:00:00	77	61	76	67	64	81	75	69	6	6	86	84	38	100	79	35	50	41	80	82	34	29	21	60.5	43.5	0.009693
AABC	2003-03-28T00:00:00	76	60	77	67	64	79	65	64	6	6	89	84	36	100	71	38	50	46	79	74	34	24	19	60.5	43.5	-0.006436
AABC	2003-04-04T00:00:00	78	62	75	66	64	73	55	80	5	5	88	84	36	100	67	39	50	39	78	66	65	27	20	60.5	43.5	-0.017238
AABC	2003-04-11T00:00:00	78	66	68	66	65	77	69	74	5	5	83	84	37	100	76	39	50	14	78	75	73	43	22	60.5	43.5	-0.007709
AABC	2003-04-18T00:00:00	78	63	80	66	64	73	58	76	4	4	89	84	37	100	83	39	50	53	78	67	73	48	23	60.5	43.5	0.005629
AABC	2003-04-25T00:00:00	78	62	83	66	63	78	77	42	6	6	93	85	37	100	83	11	50	67	75	81	46	35	23	60.5	43.5	0.036162
AABC	2003-05-02T00:00:00	62	54	85	13	64	76	65	59	5	5	79	82	65	100	83	44	50	59	55	73	49	38	23	60.5	43.5	0.01275
AABC	2003-05-09T00:00:00	63	57	76	13	65	74	53	75	5	5	75	83	64	100	80	45	50	28	55	65	52	45	29	60.5	43.5	-0.010456
AABC	2003-05-16T00:00:00	63	60	65	15	65	66	41	78	4	4	62	83	65	100	87	46	50	1	55	53	55	49	31	60.5	43.5	-0.005283
AABC	2003-05-23T00:00:00	63	58	81	15	65	66	41	66	3	3	83	83	65	100	90	46	50	52	55	53	72	51	27	60.5	43.5	0
AABC	2003-05-30T00:00:00	64	61	72	15	70	57	26	81	3	3	71	84	65	100	88	46	50	21	54	39	60	43	34	60.5	43.5	0
AABC	2003-06-06T00:00:00	64	61	82	15	68	53	26	69	3	3	84	84	65	100	87	46	50	55	54	37	81	48	53	60.5	43.5	0.014849
AABC	2003-06-13T00:00:00	64	58	84	14	64	49	23	33	4	4	86	84	65	100	84	45	50	63	54	32	71	49	59	60.5	43.5	0.043042
AABC	2003-06-20T00:00:00	64	60	74	15	65	61	45	43	4	4	74	84	65	100	85	44	50	29	54	53	70	43	60	60.5	43.5	-0.001126
AABC	2003-06-27T00:00:00	65	61	81	15	64	54	39	59	5	5	84	84	64	100	86	45	50	52	54	45	58	30	60	60.5	43.5	-0.021015
AABC	2003-07-04T00:00:00	65	59	80	15	64	46	24	47	4	4	81	84	64	100	84	45	50	45	54	31	54	44	60	60.5	43.5	0.022618
AABC	2003-07-11T00:00:00	66	65	72	15	65	42	23	87	6	6	72	85	64	100	84	43	50	24	54	28	59	56	72	60.5	43.5	-0.035224
AABC	2003-07-18T00:00:00	65	62	67	15	65	39	28	20	13	13	66	84	65	100	71	43	50	8	54	30	58	50	68	60.5	43.5	0.062513
AABC	2003-07-25T00:00:00	56	40	66	15	58	29	18	1	68	68	65	82	65	100	30	16	50	8	49	19	41	44	72	60.5	43.5	0.386275
AABC	2003-08-01T00:00:00	77	50	72	37	56	31	21	7	67	67	83	81	39	100	26	9	50	27	87	22	40	45	72	60.5	43.5	0.003531
AABC	2003-08-08T00:00:00	77	49	72	36	53	43	48	8	67	67	82	81	38	100	24	8	50	27	86	45	43	49	71	60.5	43.5	-0.001364
AABC	2003-08-15T00:00:00	75	51	70	35	53	41	45	37	66	66	80	81	39	100	29	9	50	21	85	41	49	53	70	60.5	43.5	0.005608
AABC	2003-08-22T00:00:00	79	62	75	35	47	35	37	89	70	70	83	83	39	100	52	9	50	36	85	33	54	70	79	60.5	43.5	-0.145217
AABC	2003-08-29T00:00:00	79	63	77	35	47	40	47	83	69	69	85	83	39	100	51	9	50	40	85	42	59	67	79	60.5	43.5	0.001589
AABC	2003-09-05T00:00:00	80	64	75	35	47	27	16	94	68	68	83	83	39	100	46	9	50	34	85	18	61	66	81	60.5	43.5	0
AABC	2003-09-12T00:00:00	79	65	69	34	47	47	66	58	68	68	77	83	39	100	38	9	50	16	85	58	59	66	85	87	37	0.016369
AABC	2003-09-19T00:00:00	79	63	65	34	47	94	97	46	67	67	72	83	39	100	31	9	50	4	84	97	58	66	86	88	36	0.02991
AABC	2003-09-26T00:00:00	79	63	74	34	46	93	96	46	65	65	83	83	39	100	32	9	50	33	84	96	59	68	85	89	35	-0.021142
AABC	2003-10-03T00:00:00	79	63	67	34	48	94	97	45	53	53	94	83	39	100	28	9	50	12	84	97	52	63	86	89	35	0.023963
AABC	2003-10-10T00:00:00	79	61	83	34	47	93	93	54	52	52	99	83	39	100	22	9	50	61	84	95	53	63	89	89	35	0.002388
AABC	2003-10-17T00:00:00	78	62	67	34	49	68	36	19	52	52	88	83	38	100	17	9	50	12	85	53	50	58	89	90	35	0.052172
AABC	2003-10-24T00:00:00	78	59	66	34	49	61	32	14	51	51	87	83	16	100	35	8	50	8	91	47	48	58	88	91	40	0.017057
AABC	2003-10-31T00:00:00	79	63	69	34	49	57	14	67	40	40	91	84	17	1	42	8	50	18	91	33	53	67	87	89	38	-0.028421
AABC	2003-11-07T00:00:00	59	65	85	96	51	61	22	64	38	38	85	83	43	1	37	1	50	70	81	41	47	67	86	90	40	0.011151
AABC	2003-11-14T00:00:00	57	65	80	96	52	65	42	27	37	37	85	83	43	2	36	1	50	47	81	55	49	61	86	89	40	0.037163
AABC	2003-11-21T00:00:00	57	65	84	96	51	68	45	55	38	38	90	83	43	2	50	1	50	65	81	59	48	62	85	89	42	-0.034302
AABC	2003-11-28T00:00:00	58	68	67	96	53	65	53	82	37	37	74	83	43	2	52	1	50	9	81	61	47	72	96	87	35	-0.007391
AABC	2003-12-05T00:00:00	58	68	73	96	53	62	49	65	35	35	79	83	43	1	50	1	50	26	81	57	48	72	96	87	35	0.007446
AABC	2003-12-12T00:00:00	58	67	83	96	53	72	78	53	34	34	89	83	43	2	44	1	50	60	81	78	53	75	96	86	38	0.006637
AABC	2003-12-19T00:00:00	57	67	74	96	54	77	87	23	34	34	81	83	43	1	32	1	50	31	81	85	56	74	96	82	38	0.029443
AABC	2003-12-26T00:00:00	58	69	71	96	53	63	52	73	33	33	78	83	43	1	60	1	50	21	81	59	59	72	95	81	39	-0.020013
AABC	2004-01-02T00:00:00	58	70	81	96	53	58	37	94	36	36	65	84	43	94	63	1	50	48	81	48	57	65	88	78	35	-0.034234
AABC	2004-01-09T00:00:00	58	70	84	96	53	70	62	76	34	34	70	84	43	95	63	1	50	63	81	68	59	65	89	78	40	0.01584
AABC	2004-01-16T00:00:00	59	73	69	96	53	63	42	87	33	33	57	85	43	96	70	1	50	14	81	53	60	66	88	77	36	-0.011127
AABC	2004-01-23T00:00:00	59	72	77	96	55	53	21	66	30	30	67	85	43	96	79	1	50	34	81	35	59	65	86	76	38	0.014238
AABC	2004-01-30T00:00:00	58	70	81	96	54	56	35	26	30	30	73	84	43	96	71	1	50	51	81	45	64	68	86	77	34	0.037057
AABC	2004-02-06T00:00:00	59	72	67	96	54	56	43	75	34	34	54	85	43	96	73	1	50	8	80	50	61	56	82	74	36	-0.04432
AABC	2004-02-13T00:00:00	58	71	80	95	53	65	69	27	36	36	71	85	43	96	73	1	50	47	81	71	59	62	82	73	33	0.041882
AABC	2004-02-20T00:00:00	58	70	85	96	54	54	38	36	35	35	78	85	43	96	67	2	50	71	81	46	61	62	79	73	35	0.00212
AABC	2004-02-27T00:00:00	41	69	66	58	56	37	12	52	34	34	53	87	72	98	60	72	50	9	84	19	62	57	79	72	37	-0.012107
AABC	2004-03-05T00:00:00	41	70	68	58	57	37	18	51	33	33	53	87	73	98	58	22	50	13	81	24	60	56	80	73	34	0.013732
AABC	2004-03-12T00:00:00	40	68	77	59	56	30	12	47	30	30	64	87	73	98	61	22	50	39	81	17	64	61	80	69	34	-0.011434
AABC	2004-03-19T00:00:00	41	70	67	59	58	33	20	68	32	32	50	87	74	98	69	22	50	8	80	23	51	57	63	86	65	-0.037572
AABC	2004-03-26T00:00:00	41	69	71	59	56	51	56	36	33	33	55	87	73	98	67	22	50	21	79	55	49	60	62	75	78	0.021739
AABC	2004-04-02T00:00:00	41	65	83	59	61	35	21	17	42	42	68	86	73	97	59	22	50	56	79	24	31	51	28	19	97	0.080911
AABC	2004-04-09T00:00:00	41	71	75	59	63	47	57	84	49	49	59	87	73	97	66	22	50	30	79	53	32	55	20	27	96	-0.078251
AABC	2004-04-16T00:00:00	41	68	85	59	65	49	62	34	47	47	79	87	73	98	67	21	50	67	78	57	32	44	28	34	96	0.025867
AABC	2004-04-23T00:00:00	41	69	76	59	67	43	46	47	45	45	43	87	74	98	65	96	50	35	61	44	30	43	28	35	96	0.007183
AABC	2004-04-30T00:00:00	43	64	75	20	75	45	49	11	41	41	45	87	17	98	59	70	50	37	55	47	34	13	1	50	72	0.00997

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