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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 ⌀
AACC	2009-05-22T00:00:00	80	26	87	68	78	58	92	96	73	73	83	49	71	56	18	24	50	68	84	83	83	32	38	60	61	-0.1125
AACC	2009-05-29T00:00:00	78	20	86	68	90	63	91	27	74	74	80	48	71	56	14	24	50	33	85	85	48	16	12	60	60	0.211268
AACC	2009-06-05T00:00:00	78	22	87	68	94	84	97	29	73	73	76	48	71	56	13	24	50	5	85	97	48	18	17	60	61	0.030233
AACC	2009-06-12T00:00:00	77	21	86	69	91	75	84	25	73	73	79	48	70	56	13	24	50	26	86	88	45	11	15	61	60	0.018059
AACC	2009-06-19T00:00:00	79	24	87	69	92	56	50	84	72	72	79	49	70	56	17	23	50	21	86	54	40	11	13	61	59	-0.086475
AACC	2009-06-26T00:00:00	79	24	87	69	94	89	93	44	72	72	76	49	70	56	13	23	50	4	85	96	39	11	13	60	58	0.031553
AACC	2009-07-03T00:00:00	81	27	87	69	83	97	96	91	73	73	82	50	70	56	18	23	50	54	85	99	50	12	10	61	55	-0.121176
AACC	2009-07-10T00:00:00	81	28	87	69	94	85	73	72	71	71	75	49	70	55	28	23	50	5	85	85	58	23	12	58	55	-0.02008
AACC	2009-07-17T00:00:00	80	25	87	69	88	61	25	66	69	69	81	50	70	53	23	23	50	42	85	41	51	28	13	59	57	0.06694
AACC	2009-07-24T00:00:00	79	27	87	68	93	82	79	31	67	67	75	49	70	53	16	23	50	14	85	85	50	27	13	58	56	0.088348
AACC	2009-07-31T00:00:00	81	32	88	68	94	83	77	91	67	67	70	51	70	54	33	22	50	4	86	84	46	35	13	59	80	-0.089412
AACC	2009-08-07T00:00:00	46	30	91	74	90	83	76	92	59	59	44	52	39	54	54	35	50	34	79	84	45	36	5	22	79	-0.024548
AACC	2009-08-14T00:00:00	46	34	91	73	92	74	40	91	58	58	40	53	38	57	53	39	50	23	78	58	45	43	4	24	79	-0.038411
AACC	2009-08-21T00:00:00	46	29	90	73	93	78	60	21	63	63	37	51	38	57	34	38	50	15	78	72	49	46	2	20	79	0.118457
AACC	2009-08-28T00:00:00	46	32	90	73	93	51	23	80	64	64	37	52	38	57	59	37	50	17	77	35	55	48	2	22	77	-0.065271
AACC	2009-09-04T00:00:00	46	33	90	73	81	56	25	88	63	63	56	53	38	57	68	37	50	69	77	38	53	52	2	22	78	-0.051383
AACC	2009-09-11T00:00:00	46	36	91	73	94	61	31	76	60	60	31	53	38	58	72	37	50	6	78	45	52	57	3	25	77	0.031944
AACC	2009-09-18T00:00:00	46	32	91	73	86	70	52	47	60	60	48	53	38	57	53	37	50	50	77	62	66	55	3	44	88	0.047106
AACC	2009-09-25T00:00:00	46	36	91	73	92	45	16	63	59	59	39	53	38	58	63	37	50	26	76	28	64	54	3	46	88	-0.039846
AACC	2009-10-02T00:00:00	46	35	91	73	86	33	12	79	57	57	25	53	38	58	68	37	50	52	76	19	75	62	2	78	12	-0.045515
AACC	2009-10-09T00:00:00	47	39	91	73	92	32	8	86	52	52	18	54	37	58	80	37	50	24	76	16	77	57	4	61	19	0.012623
AACC	2009-10-16T00:00:00	47	40	91	73	91	54	48	81	51	51	24	55	37	58	72	37	50	33	76	51	76	51	3	59	28	-0.012465
AACC	2009-10-23T00:00:00	47	38	91	73	83	34	18	70	49	49	36	54	37	58	64	37	50	64	76	22	78	52	3	58	28	-0.018233
AACC	2009-10-30T00:00:00	46	34	91	72	82	26	11	13	41	41	35	53	51	59	75	38	50	64	77	15	91	60	3	57	26	0.038571
AACC	2009-11-06T00:00:00	32	45	65	47	90	27	16	99	72	72	17	58	48	47	91	16	50	36	55	18	91	32	1	43	23	-0.269601
AACC	2009-11-13T00:00:00	31	44	66	46	83	32	32	95	71	71	22	58	47	42	89	15	50	60	53	30	82	10	2	53	4	-0.024482
AACC	2009-11-20T00:00:00	31	44	66	46	93	26	24	67	72	72	12	57	47	53	85	34	50	22	53	21	74	15	1	25	3	0.065637
AACC	2009-11-27T00:00:00	31	43	65	46	93	27	16	20	73	73	13	57	47	53	83	34	50	22	54	18	78	16	1	21	3	0.039855
AACC	2009-12-04T00:00:00	31	40	65	46	94	23	13	24	72	72	12	57	47	55	81	34	50	17	53	15	77	17	1	20	3	0.050523
AACC	2009-12-11T00:00:00	31	41	65	46	94	19	16	41	71	71	12	57	47	55	81	35	50	15	54	14	77	15	1	20	2	-0.003317
AACC	2009-12-18T00:00:00	31	39	65	46	85	22	20	41	70	70	19	57	47	45	81	35	50	54	53	18	78	15	1	24	2	-0.001664
AACC	2009-12-25T00:00:00	31	43	65	46	96	38	70	28	70	70	10	56	47	60	82	35	50	5	54	54	76	8	1	21	3	0.043333
AACC	2010-01-01T00:00:00	31	34	65	46	88	11	3	4	71	71	18	56	47	51	81	34	50	46	55	5	82	5	5	26	4	0.083067
AACC	2010-01-08T00:00:00	30	39	65	46	93	9	4	54	69	69	13	57	47	58	87	35	50	23	55	5	80	6	8	37	8	-0.028024
AACC	2010-01-15T00:00:00	30	43	65	46	92	9	9	93	61	61	17	58	47	54	87	35	50	31	55	7	77	9	17	35	14	-0.080425
AACC	2010-01-22T00:00:00	30	41	65	46	92	11	28	50	59	59	17	57	47	52	89	35	50	34	54	16	85	15	16	31	18	0.016502
AACC	2010-01-29T00:00:00	30	41	66	46	86	14	46	76	59	59	24	57	47	47	86	35	50	53	54	27	84	14	16	44	16	-0.055195
AACC	2010-02-05T00:00:00	30	43	66	46	89	15	43	85	59	59	22	58	47	49	70	35	50	46	53	26	89	21	25	43	26	-0.053265
AACC	2010-02-12T00:00:00	30	45	66	46	89	15	51	93	56	56	20	58	47	50	73	34	50	45	52	30	88	20	24	43	25	-0.010889
AACC	2010-02-19T00:00:00	30	46	66	46	90	17	61	57	58	58	19	58	47	51	79	27	50	43	52	37	88	22	24	43	26	0.051376
AACC	2010-02-26T00:00:00	30	46	66	47	90	30	88	58	57	57	19	58	47	53	82	28	50	41	52	61	88	23	23	43	30	-0.010471
AACC	2010-03-05T00:00:00	30	48	67	48	85	17	56	75	52	52	22	59	22	50	63	29	50	58	53	34	89	19	26	46	16	0.010582
AACC	2010-03-12T00:00:00	6	75	46	56	96	10	13	37	51	51	4	59	22	56	44	12	50	8	37	8	83	15	33	45	8	0.048866
AACC	2010-03-19T00:00:00	6	71	47	56	83	15	43	17	51	51	16	58	22	57	40	14	50	68	36	24	84	13	33	45	4	0.039933
AACC	2010-03-26T00:00:00	6	73	46	56	95	12	24	17	47	47	7	58	22	58	38	13	50	21	35	13	83	14	34	40	4	0.0192
AACC	2010-04-02T00:00:00	6	73	47	57	91	10	13	34	47	47	11	58	22	59	42	14	50	44	34	8	85	17	34	39	3	0.00157
AACC	2010-04-09T00:00:00	6	72	47	56	91	9	7	38	43	43	13	58	22	59	16	14	50	44	34	6	91	8	38	33	3	0.021944
AACC	2010-04-16T00:00:00	6	72	47	56	94	11	28	17	40	40	10	58	22	59	16	14	50	27	34	17	92	6	40	37	6	0.04908
AACC	2010-04-23T00:00:00	7	70	47	56	88	11	36	14	41	41	17	57	22	58	18	14	50	50	34	20	93	5	39	29	4	0.067251
AACC	2010-04-30T00:00:00	39	68	95	33	90	10	22	14	39	39	44	57	56	68	14	77	50	46	32	13	91	2	45	15	12	0.008219
AACC	2010-05-07T00:00:00	39	71	95	34	96	13	47	54	51	51	33	57	57	71	7	78	50	7	30	27	76	1	44	14	17	-0.111413
AACC	2010-05-14T00:00:00	37	66	94	33	95	19	71	4	68	68	34	56	56	72	6	79	50	20	30	43	78	9	83	16	13	0.183486
AACC	2010-05-21T00:00:00	38	73	95	32	96	22	76	87	78	78	28	58	56	73	12	79	50	7	28	49	67	9	94	39	19	-0.204134
AACC	2010-05-28T00:00:00	38	71	95	32	90	21	70	94	78	78	44	59	56	73	11	79	50	43	28	44	69	7	94	34	16	-0.040584
AACC	2010-06-04T00:00:00	38	78	95	32	97	24	65	98	79	79	25	60	56	74	17	79	50	2	28	44	72	4	94	35	18	-0.128596
AACC	2010-06-11T00:00:00	39	79	95	33	94	36	76	98	79	79	33	61	56	74	20	78	50	20	27	57	73	3	92	34	14	-0.08932
AACC	2010-06-18T00:00:00	40	78	95	33	87	46	83	95	79	79	48	62	56	73	23	78	50	50	27	66	73	3	91	36	13	-0.006397
AACC	2010-06-25T00:00:00	40	82	95	33	95	52	87	86	76	76	29	62	56	73	26	84	50	11	27	73	73	3	91	36	14	-0.032189
AACC	2010-07-02T00:00:00	40	81	95	33	85	39	63	92	74	74	51	62	56	73	37	84	50	55	27	51	70	2	90	40	14	-0.117517
AACC	2010-07-09T00:00:00	40	82	96	33	86	69	95	91	72	72	49	63	56	71	34	84	50	52	27	86	62	2	90	38	20	0.005025
AACC	2010-07-16T00:00:00	40	85	96	32	94	27	30	92	71	71	33	63	56	69	34	83	50	16	26	25	46	11	100	90	42	-0.045
AACC	2010-07-23T00:00:00	39	81	95	32	93	17	17	13	78	78	35	62	56	69	30	83	50	23	27	14	45	17	99	88	48	0.180628
AACC	2010-07-30T00:00:00	44	82	95	39	95	10	6	29	75	75	54	62	25	68	40	19	50	10	29	6	48	13	100	87	57	-0.004435
AACC	2010-08-06T00:00:00	42	82	95	37	95	7	4	50	74	74	51	62	38	69	44	94	50	6	19	4	45	15	99	91	61	-0.01559
AACC	2010-08-13T00:00:00	41	82	95	36	83	8	4	85	72	72	69	62	38	70	55	69	50	58	18	4	42	18	99	90	61	-0.097285
AACC	2010-08-20T00:00:00	41	82	95	37	82	8	6	42	72	72	70	62	38	71	42	67	50	60	19	5	42	19	99	85	62	0.035088
AACC	2010-08-27T00:00:00	41	81	95	37	81	8	5	48	70	70	71	62	38	70	50	65	50	63	18	5	42	20	99	85	63	-0.004843
AACC	2010-09-03T00:00:00	41	85	95	37	96	7	5	89	69	69	53	63	38	71	52	65	50	3	18	5	42	27	99	84	59	-0.029197
AACC	2010-09-10T00:00:00	42	84	96	37	86	7	5	97	69	69	67	64	38	70	58	65	50	50	18	4	45	53	97	71	64	-0.070175
AACC	2010-09-17T00:00:00	42	86	96	36	95	13	54	92	67	67	55	64	38	70	59	65	50	9	17	30	44	58	98	73	59	-0.005391
AACC	2010-09-24T00:00:00	40	83	95	37	95	12	51	4	83	83	54	62	38	70	40	65	50	8	18	28	52	38	82	72	44	0.243902
AACC	2010-10-01T00:00:00	38	75	95	36	88	12	39	1	86	86	64	59	38	70	18	65	50	43	18	22	53	17	82	61	16	0.24183
AACC	2010-10-08T00:00:00	38	79	95	37	95	8	19	18	86	86	47	60	38	70	22	65	50	8	18	10	54	21	87	53	19	-0.036842
AACC	2010-10-15T00:00:00	38	76	95	37	85	9	41	9	85	85	64	60	38	69	29	65	50	50	18	22	53	24	87	54	17	0.043716
AACC	2010-10-22T00:00:00	38	75	95	37	81	10	43	36	84	84	70	60	39	69	24	65	50	67	18	24	54	26	88	53	10	-0.00349
AACC	2010-10-29T00:00:00	38	77	96	36	93	8	13	23	84	84	49	60	39	67	16	65	50	20	18	8	54	26	88	54	13	0.012259
AACC	2010-11-05T00:00:00	60	77	97	31	80	6	6	27	82	82	56	60	67	64	27	16	50	70	22	4	54	26	87	54	18	0.046713
AACC	2010-11-12T00:00:00	60	84	97	31	96	6	7	96	84	84	34	61	66	63	30	11	50	1	21	5	50	37	90	56	26	-0.132231
AACC	2010-11-19T00:00:00	60	82	97	31	89	22	88	85	83	83	48	61	66	62	26	15	50	41	21	55	51	38	92	56	26	0
AACC	2010-11-26T00:00:00	60	81	97	31	94	58	98	58	83	83	40	61	67	62	19	15	50	14	21	82	52	37	92	57	25	0.028571
AACC	2010-12-03T00:00:00	60	77	97	31	82	47	96	12	82	82	52	60	67	62	8	15	50	56	22	76	52	38	93	57	26	0.094444
AACC	2010-12-10T00:00:00	59	79	97	31	93	54	97	28	76	76	41	61	67	62	5	15	50	17	22	80	53	36	93	57	27	0.013536
AACC	2010-12-17T00:00:00	60	81	97	31	94	55	94	73	75	75	41	61	67	62	5	15	50	17	22	79	54	38	93	55	26	-0.040067
AACC	2010-12-24T00:00:00	60	80	97	31	89	57	89	69	74	74	48	61	67	62	8	15	50	42	22	76	54	42	94	55	25	0.003478
AACC	2010-12-31T00:00:00	60	78	97	31	81	58	86	33	72	72	55	61	67	68	10	15	50	66	23	75	54	44	94	54	24	0.02773
AACC	2011-01-07T00:00:00	60	81	97	31	95	26	21	24	71	71	33	61	67	66	8	15	50	2	24	20	51	45	95	53	24	0.026981
AACC	2011-01-14T00:00:00	59	78	97	31	90	27	25	16	70	70	44	61	67	65	9	15	50	37	24	23	45	44	89	56	22	0.062397
AACC	2011-01-21T00:00:00	60	80	97	31	94	36	39	67	67	67	32	61	67	64	12	15	50	12	25	35	45	25	76	58	32	-0.068006
AACC	2011-01-28T00:00:00	60	81	97	31	95	53	79	48	66	66	29	61	67	64	23	15	50	6	24	68	54	26	54	43	24	0.006633
AACC	2011-02-04T00:00:00	60	80	97	31	83	53	75	67	64	64	54	61	67	64	23	15	50	60	23	66	51	36	58	47	25	0.003295
AACC	2011-02-11T00:00:00	60	81	97	31	92	42	45	64	58	58	40	61	67	65	18	15	50	29	24	42	46	45	58	47	23	0.001642
AACC	2011-02-18T00:00:00	61	83	97	31	93	39	50	95	61	61	39	62	67	65	24	7	50	22	24	42	40	60	59	45	39	-0.055738
AACC	2011-02-25T00:00:00	61	80	97	31	89	45	71	60	59	59	48	62	67	66	29	8	50	43	24	60	37	68	60	47	35	0.019097
AACC	2011-03-04T00:00:00	13	87	44	41	93	50	78	85	58	58	82	63	70	57	50	8	50	28	22	68	38	61	57	45	34	-0.030664
AACC	2011-03-11T00:00:00	14	86	44	40	86	59	78	51	54	54	34	62	50	58	30	8	50	53	21	73	40	71	61	38	33	-0.005272
AACC	2011-03-18T00:00:00	14	88	44	39	92	45	48	83	55	55	28	63	50	59	28	7	50	35	21	45	28	73	58	42	43	-0.045936
AACC	2011-03-25T00:00:00	14	88	45	39	89	48	54	91	48	48	32	63	50	59	37	7	50	45	20	51	39	69	54	40	45	-0.011111
AACC	2011-04-01T00:00:00	14	89	45	39	91	44	42	84	44	44	30	64	50	61	64	8	50	41	20	42	45	59	56	32	35	0
AACC	2011-04-08T00:00:00	14	89	45	39	95	43	35	86	42	42	6	64	50	58	63	8	50	20	20	38	47	59	58	31	35	-0.020599
AACC	2011-04-15T00:00:00	14	88	45	38	90	28	10	31	46	46	14	63	50	57	44	8	50	44	20	16	44	60	54	29	44	0.032505

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