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 ⌀
AACG	2008-09-05T00:00:00	96	2	17	30	87	79	50	62	82	82	22	50	61	78	50	48	5	89	34.5	66	74	59	50	28	55	0.014321
AACG	2008-09-12T00:00:00	96	2	2	30	87	56	26	96	86	86	2	52	61	78	50	48	5	90	34.5	38	74	59	50	28	55	-0.182731
AACG	2008-09-19T00:00:00	96	2	8	30	87	98	93	64	84	84	11	52	61	78	50	48	5	90	34.5	98	74	59	50	28	55	0.070432
AACG	2008-09-26T00:00:00	96	3	18	30	87	98	92	90	82	82	24	53	61	78	50	48	5	90	34.5	98	74	59	50	28	55	-0.122284
AACG	2008-10-03T00:00:00	95	3	8	29	87	85	58	78	69	69	10	53	61	78	50	48	5	90	34.5	75	74	59	50	28	55	-0.141089
AACG	2008-10-10T00:00:00	95	2	15	30	97	63	43	21	52	52	26	50	61	39	50	48	5	89	34.5	52	82	71	43	18	94	0.012762
AACG	2008-10-17T00:00:00	95	2	3	30	93	45	27	26	49	49	5	50	61	38	50	48	5	89	34.5	32	81	69	41	22	72	0.036179
AACG	2008-10-24T00:00:00	95	2	7	30	90	36	16	10	45	45	14	48	61	38	50	48	5	89	34.5	22	78	72	33	17	66	0
AACG	2008-10-31T00:00:00	95	2	9	30	89	48	20	58	34	34	15	50	61	36	50	48	5	89	34.5	30	80	56	31	14	68	0.001177
AACG	2008-11-07T00:00:00	95	2	19	30	88	17	6	40	31	31	33	49	61	38	50	48	5	89	34.5	9	80	54	31	14	69	-0.012147
AACG	2008-11-14T00:00:00	90	5	11	30	89	26	18	94	71	71	12	52	61	38	50	48	7	93	34.5	20	79	51	45	17	80	-0.391511
AACG	2008-11-21T00:00:00	88	2	13	30	89	20	12	25	80	80	16	48	61	37	50	48	7	92	34.5	13	88	83	68	2	2	0.262712
AACG	2008-11-28T00:00:00	90	5	7	30	91	19	15	93	69	69	8	51	61	36	50	48	7	93	34.5	14	94	82	49	4	2	-0.127001
AACG	2008-12-05T00:00:00	89	4	9	30	91	52	62	57	65	65	11	51	61	35	50	48	7	93	34.5	57	93	77	38	3	2	0
AACG	2008-12-12T00:00:00	90	4	11	30	90	61	65	78	61	61	13	51	61	36	50	48	7	93	34.5	64	96	80	48	3	2	0
AACG	2008-12-19T00:00:00	90	6	7	30	92	73	80	82	60	60	9	52	61	35	50	48	6	93	34.5	78	96	78	47	3	2	-0.06919
AACG	2008-12-26T00:00:00	90	7	15	30	89	59	58	85	59	59	18	52	61	36	50	48	6	94	34.5	59	96	79	47	3	2	-0.070521
AACG	2009-01-02T00:00:00	90	6	3	30	95	61	61	66	60	60	3	52	61	34	50	48	6	94	34.5	62	96	79	47	3	2	0.103213
AACG	2009-01-09T00:00:00	90	7	21	30	88	24	12	95	61	61	43	53	61	29	50	48	6	94	34.5	16	96	85	49	2	2	-0.123916
AACG	2009-01-16T00:00:00	91	13	6	30	93	54	60	99	67	67	12	55	61	25	50	48	6	94	34.5	57	96	85	61	2	2	-0.226308
AACG	2009-01-23T00:00:00	91	12	6	30	93	34	17	79	60	60	13	54	61	25	50	48	6	94	34.5	23	97	85	60	2	1	0.017367
AACG	2009-01-30T00:00:00	91	15	7	30	92	40	25	94	52	52	16	55	61	24	93	48	7	94	34.5	30	98	97	78	2	1	-0.09434
AACG	2009-02-06T00:00:00	90	9	11	30	90	34	24	10	81	81	22	53	61	25	99	48	7	94	34.5	26	95	96	75	2	1	0.369048
AACG	2009-02-13T00:00:00	91	10	10	31	90	30	16	55	81	81	21	53	61	25	93	48	7	94	34.5	20	95	96	73	2	1	-0.115217
AACG	2009-02-20T00:00:00	96	5	12	31	89	27	20	3	82	82	67	51	61	25	94	48	5	92	34.5	21	96	98	71	2	1	0.178542
AACG	2009-02-27T00:00:00	96	4	22	31	88	27	17	2	82	82	77	49	61	27	61	48	5	91	34.5	17	94	98	74	2	2	0.147325
AACG	2009-03-06T00:00:00	96	4	5	31	92	17	5	4	80	80	59	48	61	28	48	48	5	91	34.5	6	95	98	70	2	2	-0.022411
AACG	2009-03-13T00:00:00	97	5	7	31	91	11	3	66	75	75	62	50	61	30	40	48	5	91	34.5	4	96	99	65	2	2	-0.093556
AACG	2009-03-20T00:00:00	97	9	8	31	90	13	6	94	76	76	65	52	61	31	87	48	5	92	34.5	6	96	100	75	2	1	-0.17635
AACG	2009-03-27T00:00:00	97	7	11	31	90	9	5	62	74	74	70	52	61	32	75	48	5	91	34.5	5	96	99	78	2	1	0.142739
AACG	2009-04-03T00:00:00	97	9	17	31	89	21	63	94	72	72	83	53	61	33	71	48	5	92	34.5	39	97	99	93	2	1	-0.050835
AACG	2009-04-10T00:00:00	97	9	16	30	89	17	38	77	71	71	81	54	61	28	77	48	5	92	34.5	24	97	99	93	2	1	0.009181
AACG	2009-04-17T00:00:00	97	9	13	30	90	41	86	83	63	63	96	54	61	24	56	48	5	92	34.5	65	97	99	95	2	1	0.002274
AACG	2009-04-24T00:00:00	97	12	2	30	95	61	98	94	62	62	83	55	61	24	72	48	5	92	34.5	83	97	99	94	2	1	-0.069592
AACG	2009-05-01T00:00:00	98	7	12	31	90	69	93	13	70	70	96	53	61	76	50	48	5	92	34.5	84	95	97	87	2	1	0.252033
AACG	2009-05-08T00:00:00	98	6	22	33	88	47	67	38	67	67	100	54	61	70	54	48	5	92	34.5	57	95	97	90	2	1	0.027922
AACG	2009-05-15T00:00:00	98	6	16	35	89	22	16	18	65	65	100	54	61	74	29	48	5	92	34.5	15	96	97	92	2	1	-0.011371
AACG	2009-05-22T00:00:00	98	6	11	35	90	27	31	35	64	64	99	54	61	77	39	48	5	93	34.5	22	96	97	88	1	1	0.019808
AACG	2009-05-29T00:00:00	98	5	12	35	90	18	9	7	64	64	99	53	61	76	31	48	6	92	34.5	8	94	95	82	1	1	0.156015
AACG	2009-06-05T00:00:00	98	4	15	35	88	16	10	13	62	62	99	53	61	74	36	48	6	92	34.5	8	94	96	88	1	1	0.066667
AACG	2009-06-12T00:00:00	98	4	1	35	95	13	11	7	61	61	94	52	61	83	21	48	6	92	34.5	7	93	97	90	1	2	0.093496
AACG	2009-06-19T00:00:00	98	3	18	35	88	10	7	2	60	60	100	50	61	73	11	48	6	92	34.5	5	63	92	82	1	2	0.122677
AACG	2009-06-26T00:00:00	98	2	7	35	91	26	79	1	64	64	97	48	61	79	9	48	6	91	34.5	53	57	92	76	1	2	0.209023
AACG	2009-07-03T00:00:00	98	2	22	35	88	21	64	14	66	66	100	48	61	73	10	48	5	91	34.5	39	63	91	78	1	2	-0.06128
AACG	2009-07-10T00:00:00	98	2	8	35	90	29	81	57	69	69	98	49	61	81	8	48	6	91	34.5	56	70	95	82	1	2	-0.104303
AACG	2009-07-17T00:00:00	98	3	10	35	89	32	73	77	67	67	98	50	61	81	5	48	6	92	34.5	53	71	96	82	2	2	0.013844
AACG	2009-07-24T00:00:00	98	2	14	34	88	54	91	23	67	67	57	49	61	79	6	48	6	91	34.5	76	77	99	78	1	2	0.129719
AACG	2009-07-31T00:00:00	98	3	15	34	88	61	87	77	68	68	57	50	61	78	10	48	6	92	34.5	78	4	92	50	2	86	-0.065411
AACG	2009-08-07T00:00:00	98	3	1	31	94	76	87	96	68	68	57	52	61	88	17	48	6	92	34.5	86	4	94	78	9	84	-0.076075
AACG	2009-08-14T00:00:00	98	3	22	30	87	86	94	93	68	68	57	52	61	76	14	48	6	92	34.5	93	4	95	81	9	84	-0.032935
AACG	2009-08-21T00:00:00	98	5	1	30	94	95	99	99	70	70	57	54	61	88	19	48	5	92	34.5	99	2	93	81	7	82	-0.109834
AACG	2009-08-28T00:00:00	98	4	3	30	92	91	98	62	69	69	57	53	61	86	26	48	5	92	34.5	97	2	94	79	5	83	0.074605
AACG	2009-09-04T00:00:00	98	5	12	30	88	87	83	96	65	65	57	54	61	81	31	48	5	92	34.5	89	1	96	78	5	83	-0.083222
AACG	2009-09-11T00:00:00	98	5	9	29	88	82	63	93	63	63	57	55	61	83	41	48	5	92	34.5	76	4	96	79	6	82	-0.012136
AACG	2009-09-18T00:00:00	35	4	14	67	88	94	87	85	61	61	15	55	61	7	39	48	8	92	34.5	93	12	95	79	5	27	0.018182
AACG	2009-09-25T00:00:00	35	5	21	67	87	79	48	98	64	64	22	56	61	7	57	48	8	93	34.5	65	26	99	63	2	22	-0.11583
AACG	2009-10-02T00:00:00	35	6	5	67	92	60	19	96	59	59	6	57	61	7	59	48	8	93	34.5	37	33	99	60	1	45	-0.070415
AACG	2009-10-09T00:00:00	35	5	19	67	87	52	17	65	64	64	28	57	61	7	48	48	8	93	34.5	31	34	100	50	2	23	0.09219
AACG	2009-10-16T00:00:00	35	6	7	67	90	23	11	75	63	63	13	57	61	7	52	48	8	93	34.5	14	25	98	32	1	65	-0.01828
AACG	2009-10-23T00:00:00	35	8	15	67	87	42	20	97	67	67	30	58	61	6	60	48	8	93	34.5	28	38	98	36	1	65	-0.138007
AACG	2009-10-30T00:00:00	35	7	5	67	92	30	12	57	63	63	9	57	61	6	67	48	8	93	34.5	18	25	89	31	1	52	0.013977
AACG	2009-11-06T00:00:00	34	8	5	66	92	21	7	86	58	58	8	58	61	8	66	48	8	93	34.5	11	21	67	13	2	65	-0.036967
AACG	2009-11-13T00:00:00	32	11	5	66	93	23	10	93	58	58	5	59	61	10	87	48	8	93	34.5	13	14	52	28	3	52	-0.093689
AACG	2009-11-20T00:00:00	33	8	13	66	87	17	3	37	66	66	15	58	61	10	66	48	8	93	34.5	7	19	62	40	5	45	0.103374
AACG	2009-11-27T00:00:00	33	8	3	66	94	14	3	33	66	66	3	58	61	10	85	48	8	92	34.5	6	32	57	22	12	38	0.001952
AACG	2009-12-04T00:00:00	33	10	3	66	94	19	9	58	63	63	3	58	61	9	82	48	8	92	34.5	11	27	64	14	7	44	-0.013636
AACG	2009-12-11T00:00:00	33	8	15	66	87	14	10	34	63	63	18	58	61	9	83	48	8	92	34.5	10	37	74	13	7	56	0.034233
AACG	2009-12-18T00:00:00	33	10	11	66	87	10	3	81	61	61	12	59	61	9	85	48	8	92	34.5	5	40	76	15	6	57	-0.052833
AACG	2009-12-25T00:00:00	32	12	16	66	86	8	17	92	61	61	17	60	61	9	87	48	8	93	34.5	9	36	80	18	6	61	-0.05578
AACG	2010-01-01T00:00:00	32	13	17	66	86	7	10	95	57	57	20	60	61	9	87	48	8	93	34.5	7	40	80	23	7	72	-0.022064
AACG	2010-01-08T00:00:00	32	13	2	66	89	5	5	59	58	58	1	60	61	8	91	48	8	93	34.5	4	32	91	44	12	89	0.062591
AACG	2010-01-15T00:00:00	32	14	15	67	86	9	32	91	59	59	26	60	61	7	92	48	8	93	34.5	17	31	91	51	13	90	-0.063014
AACG	2010-01-22T00:00:00	32	18	4	67	87	12	39	99	64	64	6	61	61	7	88	48	8	93	34.5	22	23	81	51	15	85	-0.13231
AACG	2010-01-29T00:00:00	32	29	14	67	86	10	28	100	74	74	25	63	61	7	90	48	8	93	34.5	16	18	69	15	13	80	-0.223252
AACG	2010-02-05T00:00:00	32	21	6	67	87	15	47	56	80	80	10	61	61	7	82	89	8	93	17	29	23	91	6	9	86	0.163774
AACG	2010-02-12T00:00:00	86	21	17	53	85	12	21	77	79	79	52	63	61	8	76	99	10	94	16	14	22	91	6	8	92	-0.005592
AACG	2010-02-19T00:00:00	87	24	6	53	86	9	11	69	79	79	81	64	61	8	61	98	10	94	16	8	31	90	6	9	92	-0.005623
AACG	2010-02-26T00:00:00	87	20	11	54	86	9	6	19	80	80	92	63	61	9	46	98	10	94	15	6	35	91	6	8	87	0.100848
AACG	2010-03-05T00:00:00	87	25	22	54	86	8	18	92	80	80	100	64	61	10	45	98	10	94	15	9	46	85	9	16	50	-0.07363
AACG	2010-03-12T00:00:00	86	15	4	55	87	6	6	2	86	86	83	63	61	11	46	97	10	93	12	4	43	69	5	18	57	0.287431
AACG	2010-03-19T00:00:00	86	21	3	55	88	4	2	64	86	86	83	64	61	12	64	97	10	93	12	2	41	71	5	17	61	-0.108399
AACG	2010-03-26T00:00:00	86	17	18	55	85	3	1	14	85	85	99	64	61	12	53	97	10	93	12	1	46	72	6	16	60	0.046699
AACG	2010-04-02T00:00:00	86	22	3	55	88	4	7	85	84	84	84	64	61	13	65	97	10	94	11	3	47	82	6	15	58	-0.056154
AACG	2010-04-09T00:00:00	86	23	2	54	88	4	7	90	83	83	78	65	61	11	70	97	10	94	12	4	51	78	7	13	61	-0.01793
AACG	2010-04-16T00:00:00	86	30	3	54	88	4	8	97	82	82	77	66	61	10	71	97	10	94	11	4	51	77	11	17	55	-0.094606
AACG	2010-04-23T00:00:00	86	31	19	54	86	5	54	98	81	81	99	66	61	9	68	97	10	94	11	26	51	80	9	13	56	-0.027498
AACG	2010-04-30T00:00:00	86	30	11	55	87	4	8	67	80	80	92	66	61	10	53	97	10	94	12	4	69	86	6	20	35	0.02262
AACG	2010-05-07T00:00:00	86	27	8	60	87	16	87	43	77	77	92	65	61	12	50	98	11	94	12	52	81	94	5	22	31	-0.045161
AACG	2010-05-14T00:00:00	87	24	23	62	85	7	53	24	76	76	100	65	61	14	38	99	11	94	11	27	82	93	11	23	29	0.071429
AACG	2010-05-21T00:00:00	87	25	18	62	86	10	72	46	63	63	100	65	61	87	35	87	11	94	10	39	81	93	10	21	13	-0.063964
AACG	2010-05-28T00:00:00	87	30	9	62	86	6	33	82	59	59	97	66	61	90	27	87	11	94	11	16	82	91	10	19	11	-0.038499
AACG	2010-06-04T00:00:00	88	27	11	62	86	5	13	30	57	57	98	65	61	90	20	87	11	94	11	7	78	91	10	15	11	0.016016
AACG	2010-06-11T00:00:00	4	63	4	31	87	4	6	11	59	59	41	66	61	100	19	25	10	74	2	3	75	92	11	15	12	0.060099
AACG	2010-06-18T00:00:00	4	65	22	31	85	3	2	84	61	61	88	67	61	100	12	25	10	74	2	2	83	90	12	11	13	-0.071561
AACG	2010-06-25T00:00:00	4	65	6	31	86	3	8	70	56	56	50	67	61	100	7	26	10	74	2	3	83	91	11	11	14	-0.018018
AACG	2010-07-02T00:00:00	4	68	15	31	86	4	29	91	63	63	74	68	61	100	6	26	10	74	2	13	75	88	10	15	17	-0.122324
AACG	2010-07-09T00:00:00	4	67	13	31	86	7	59	77	62	62	70	68	61	100	8	25	10	74	2	30	68	87	11	17	28	0.039489
AACG	2010-07-16T00:00:00	4	66	19	31	85	7	46	35	64	64	23	67	61	100	5	25	10	74	2	23	67	87	14	17	38	0.030168
AACG	2010-07-23T00:00:00	4	67	14	31	85	6	23	61	58	58	18	68	61	100	4	25	10	74	2	12	66	82	7	16	21	0.0141
AACG	2010-07-30T00:00:00	4	69	4	31	87	9	61	75	56	56	5	68	61	100	3	25	10	74	2	32	69	76	8	15	31	-0.020321

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