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	2016-05-06T00:00:00	100	22	15	59	88	66	15	52	60	60	92	68	44	71	74	65	14	97	91	35	52	78	91	55	77	-0.023188
AACG	2016-05-13T00:00:00	100	22	19	62	86	89	56	64	59	59	95	68	43	71	74	65	14	97	91	79	47	80	89	50	81	-0.019782
AACG	2016-05-20T00:00:00	100	30	2	62	97	82	33	94	67	67	90	69	44	77	88	64	14	97	90	58	51	85	87	52	81	-0.10444
AACG	2016-05-27T00:00:00	100	30	6	63	94	88	61	88	64	64	48	69	41	75	93	71	14	97	92	79	48	88	85	50	80	0.022535
AACG	2016-06-03T00:00:00	34	24	22	87	86	85	47	46	65	65	94	70	76	78	90	50	12	98	88	70	36	81	88	56	78	0.050138
AACG	2016-06-10T00:00:00	34	25	13	87	89	93	71	61	64	64	87	70	76	78	83	50	12	98	88	89	30	69	89	55	84	-0.018888
AACG	2016-06-17T00:00:00	34	27	7	87	94	97	82	61	63	63	81	70	76	78	77	49	12	98	89	94	30	72	91	54	86	-0.013904
AACG	2016-06-24T00:00:00	34	26	17	87	87	95	69	67	61	61	92	70	76	78	75	50	12	98	89	88	36	73	88	61	82	-0.013557
AACG	2016-07-01T00:00:00	34	32	9	87	90	90	58	95	62	62	86	71	76	79	94	49	12	98	88	78	15	90	18	57	87	-0.078065
AACG	2016-07-08T00:00:00	34	40	4	87	94	85	44	99	65	65	78	72	76	80	99	49	12	99	88	66	30	93	52	54	78	-0.084675
AACG	2016-07-15T00:00:00	34	39	9	87	90	56	10	91	66	66	85	72	76	80	99	49	12	99	87	30	31	92	53	52	77	0.018893
AACG	2016-07-22T00:00:00	34	41	21	87	86	55	10	97	66	66	73	72	76	80	100	49	12	99	85	28	35	91	60	57	64	-0.055627
AACG	2016-07-29T00:00:00	34	48	3	86	95	66	32	97	64	64	50	73	76	80	100	50	12	99	85	48	59	87	24	48	72	-0.066351
AACG	2016-08-05T00:00:00	33	48	22	85	86	55	25	93	61	61	17	73	85	80	100	30	11	99	84	37	60	90	25	49	71	-0.013778
AACG	2016-08-12T00:00:00	78	41	8	76	88	58	33	26	69	69	46	75	82	80	100	32	16	98	83	44	54	87	22	37	68	0.096324
AACG	2016-08-19T00:00:00	78	46	3	76	93	55	32	69	69	69	39	75	82	79	100	31	16	98	83	42	29	82	21	53	63	-0.041583
AACG	2016-08-26T00:00:00	77	36	13	76	86	33	8	6	76	76	51	74	82	80	100	30	16	98	84	18	29	85	19	46	78	0.135059
AACG	2016-09-02T00:00:00	77	37	15	76	86	22	4	14	75	75	54	74	82	80	100	30	15	98	84	10	38	77	23	40	71	0.004932
AACG	2016-09-09T00:00:00	77	30	8	76	87	22	4	2	76	76	44	73	82	80	100	30	15	98	85	11	49	78	16	46	64	0.091411
AACG	2016-09-16T00:00:00	77	32	2	76	91	17	3	20	74	74	36	74	82	80	100	29	15	98	85	8	51	81	16	44	66	-0.022485
AACG	2016-09-23T00:00:00	77	36	9	76	87	12	3	76	74	74	45	74	82	80	100	30	15	98	83	6	56	86	15	36	70	-0.056929
AACG	2016-09-30T00:00:00	77	40	22	76	86	12	4	92	76	76	59	75	82	80	100	29	15	98	83	6	58	91	20	33	69	-0.095122
AACG	2016-10-07T00:00:00	77	40	20	76	86	17	35	85	75	75	52	75	83	80	99	29	15	98	82	22	57	92	19	35	68	0
AACG	2016-10-14T00:00:00	77	47	10	76	86	14	16	96	75	75	44	76	83	81	98	29	15	98	82	12	43	83	21	42	56	-0.07345
AACG	2016-10-21T00:00:00	77	47	7	76	87	27	76	91	73	73	44	76	83	81	94	29	15	98	83	51	46	85	23	32	51	-0.010909
AACG	2016-10-28T00:00:00	78	50	1	75	90	26	80	89	72	72	41	76	83	82	88	29	15	98	83	53	48	77	24	30	44	-0.050735
AACG	2016-11-04T00:00:00	77	45	3	74	88	59	91	25	69	69	42	75	69	83	75	31	15	98	84	80	70	74	30	17	55	0.056545
AACG	2016-11-11T00:00:00	29	27	11	78	88	45	85	25	67	67	76	75	61	83	67	15	38	99	85	69	57	53	36	44	36	0.093109
AACG	2016-11-18T00:00:00	29	28	11	77	87	23	36	26	63	63	76	75	61	83	47	15	38	99	85	25	58	53	36	43	37	0.024816
AACG	2016-11-25T00:00:00	29	28	10	77	86	13	13	49	63	63	89	75	61	83	49	43	38	99	84	10	62	53	31	38	36	0
AACG	2016-12-02T00:00:00	29	32	11	77	87	14	8	92	68	68	88	76	62	83	51	43	38	99	85	8	62	61	36	35	39	-0.11911
AACG	2016-12-09T00:00:00	29	33	11	78	87	11	5	54	68	68	80	76	61	84	43	44	39	99	84	6	61	55	36	35	38	0.078009
AACG	2016-12-16T00:00:00	29	34	11	78	88	11	7	81	67	67	73	76	62	84	37	44	39	99	84	7	61	56	36	36	38	-0.035148
AACG	2016-12-23T00:00:00	29	34	10	78	86	11	9	71	64	64	94	76	61	84	31	44	39	99	84	8	62	54	37	38	39	-0.005
AACG	2016-12-30T00:00:00	29	34	11	78	87	17	42	88	64	64	88	76	61	85	23	44	39	99	82	28	64	54	35	34	55	-0.028715
AACG	2017-01-06T00:00:00	29	34	10	78	87	22	69	67	63	63	89	76	61	85	23	44	39	99	82	45	64	54	35	34	57	0.021434
AACG	2017-01-13T00:00:00	29	37	11	78	87	25	70	98	67	67	76	77	61	86	33	44	39	99	81	48	72	48	41	32	51	-0.10275
AACG	2017-01-20T00:00:00	29	46	11	78	88	21	62	100	72	72	52	78	61	87	37	44	39	99	80	41	73	46	41	28	60	-0.129032
AACG	2017-01-27T00:00:00	29	43	11	78	86	12	17	88	72	72	81	78	61	87	32	44	39	99	79	12	72	49	40	26	56	0.026852
AACG	2017-02-03T00:00:00	29	39	11	78	87	16	36	22	77	77	63	77	61	81	22	44	39	99	81	24	75	62	44	22	64	0.125338
AACG	2017-02-10T00:00:00	29	37	11	78	86	16	22	17	76	76	81	77	61	73	33	75	39	99	82	17	74	63	47	23	64	0.032051
AACG	2017-02-17T00:00:00	28	37	11	77	87	17	18	14	74	74	61	76	61	82	32	75	39	99	81	15	75	67	46	23	67	0.04736
AACG	2017-02-24T00:00:00	100	59	26	56	86	16	13	6	74	74	83	73	63	75	30	73	33	98	86	12	72	68	43	22	61	0.032617
AACG	2017-03-03T00:00:00	100	64	26	55	87	17	14	42	73	73	73	73	63	83	31	73	32	98	86	12	71	66	40	22	56	-0.031587
AACG	2017-03-10T00:00:00	100	61	26	55	86	11	4	32	72	72	86	73	63	76	34	73	32	98	86	5	94	64	94	21	25	-0.002224
AACG	2017-03-17T00:00:00	100	65	26	55	88	8	2	72	70	70	72	73	63	83	28	73	32	98	86	3	90	66	76	20	40	-0.011144
AACG	2017-03-24T00:00:00	100	58	25	54	88	11	4	4	71	71	74	73	63	82	15	73	32	98	87	6	93	66	77	16	82	0.079639
AACG	2017-03-31T00:00:00	100	59	25	54	86	18	47	64	67	67	87	74	63	77	10	74	32	98	86	27	91	70	77	18	97	-0.038274
AACG	2017-04-07T00:00:00	100	57	25	54	86	20	60	16	66	66	87	73	63	76	11	74	32	98	85	37	84	71	76	15	99	0.023878
AACG	2017-04-14T00:00:00	100	62	25	54	87	27	70	86	66	66	94	74	63	81	11	74	32	98	85	49	84	69	78	16	99	-0.056537
AACG	2017-04-21T00:00:00	100	64	25	54	88	35	84	71	64	64	88	74	63	84	9	74	32	98	85	61	87	71	83	22	99	0.00824
AACG	2017-04-28T00:00:00	100	62	26	56	86	27	70	81	62	62	98	74	63	77	9	75	32	98	85	48	87	69	83	22	98	-0.013373
AACG	2017-05-05T00:00:00	100	62	26	61	86	29	71	65	59	59	98	74	63	77	8	76	33	98	84	50	91	60	90	25	97	0.002259
AACG	2017-05-12T00:00:00	100	63	26	65	86	23	48	78	57	57	96	74	63	81	12	76	33	99	85	32	91	60	90	26	98	-0.027047
AACG	2017-05-19T00:00:00	100	62	26	65	86	47	90	59	55	55	98	74	63	79	16	76	33	99	84	73	81	58	99	22	98	0.003089
AACG	2017-05-26T00:00:00	100	63	26	66	86	27	59	72	54	54	53	74	55	81	17	85	33	99	46	40	81	61	98	22	98	-0.006159
AACG	2017-06-02T00:00:00	26	86	11	85	93	39	78	30	51	51	80	74	71	14	9	66	31	99	25	60	64	61	99	26	98	0.034082
AACG	2017-06-09T00:00:00	26	78	10	85	86	25	33	1	91	91	96	72	71	14	2	64	31	99	26	25	76	89	96	24	99	0.469663
AACG	2017-06-16T00:00:00	26	79	10	85	87	22	29	11	91	91	89	72	71	14	2	64	31	99	25	22	75	88	96	28	98	-0.053007
AACG	2017-06-23T00:00:00	26	79	10	85	91	19	28	5	91	91	84	72	71	14	2	60	31	99	25	20	80	90	95	30	98	0.043057
AACG	2017-06-30T00:00:00	26	81	11	85	87	21	37	79	91	91	89	73	71	14	3	60	31	99	25	26	78	92	97	29	99	-0.060372
AACG	2017-07-07T00:00:00	26	80	10	85	86	18	33	35	91	91	95	73	71	12	4	61	31	99	26	22	79	93	97	30	99	0.017024
AACG	2017-07-14T00:00:00	26	82	10	85	92	20	37	65	90	90	82	73	71	10	3	60	31	99	26	25	64	93	95	32	97	-0.00594
AACG	2017-07-21T00:00:00	26	80	10	85	95	19	33	17	90	90	79	72	71	9	4	60	31	99	27	23	68	97	97	18	97	0.050516
AACG	2017-07-28T00:00:00	26	79	10	85	86	24	55	57	89	89	77	72	70	10	4	60	31	99	28	38	66	98	96	18	97	-0.024819
AACG	2017-08-04T00:00:00	26	80	10	84	92	88	100	53	89	89	5	72	69	11	4	60	31	99	27	96	64	97	96	18	97	-0.004242
AACG	2017-08-11T00:00:00	35	74	34	76	89	85	100	12	88	88	31	74	65	14	3	79	16	98	26	95	74	95	94	19	97	0.025559
AACG	2017-08-18T00:00:00	35	75	30	76	96	88	99	50	75	75	20	74	66	14	3	78	16	99	26	96	74	95	93	20	97	-0.024922
AACG	2017-08-25T00:00:00	35	75	36	76	87	85	92	76	73	73	37	75	66	15	4	79	16	99	27	93	77	96	94	17	96	-0.019702
AACG	2017-09-01T00:00:00	35	75	37	76	87	86	86	73	70	70	39	75	66	15	3	79	16	98	27	90	76	95	95	18	96	0.01358
AACG	2017-09-08T00:00:00	35	75	33	76	94	83	79	64	67	67	26	75	66	15	13	77	16	98	28	85	75	94	96	17	96	-0.006431
AACG	2017-09-15T00:00:00	35	75	38	76	86	87	86	46	65	65	40	75	65	15	11	72	16	99	28	90	74	96	98	16	96	0.01726
AACG	2017-09-22T00:00:00	35	75	30	76	97	85	75	32	64	64	18	75	66	15	16	71	16	99	27	85	66	97	97	20	97	0.031813
AACG	2017-09-29T00:00:00	35	75	38	76	87	85	64	51	60	60	40	75	66	15	16	71	16	99	26	79	63	98	98	28	96	0
AACG	2017-10-06T00:00:00	35	77	32	76	95	91	91	86	60	60	24	75	66	15	45	73	16	99	26	94	65	98	98	25	97	-0.030832
AACG	2017-10-13T00:00:00	35	77	32	76	95	87	70	67	59	59	24	75	66	15	43	73	16	99	25	82	61	97	98	28	96	0.008484
AACG	2017-10-20T00:00:00	35	77	30	76	97	83	47	74	58	58	23	75	66	14	51	73	16	99	24	68	62	97	98	28	96	-0.009464
AACG	2017-10-27T00:00:00	35	76	34	75	92	81	45	52	56	56	25	75	66	13	45	73	16	99	24	67	62	97	98	28	96	0.001062
AACG	2017-11-03T00:00:00	35	76	37	73	86	80	49	87	59	59	53	75	66	13	46	72	16	99	23	67	62	98	97	30	97	-0.055673
AACG	2017-11-10T00:00:00	35	77	36	72	87	81	59	79	56	56	52	75	79	14	70	97	15	99	22	75	63	98	97	31	97	-0.020213
AACG	2017-11-17T00:00:00	32	79	27	77	87	83	59	72	55	55	35	75	79	14	70	85	18	100	22	75	63	97	97	33	97	0.009169
AACG	2017-11-24T00:00:00	32	77	26	76	87	80	54	5	76	76	34	74	79	14	61	81	18	100	22	70	65	91	98	30	98	0.16184
AACG	2017-12-01T00:00:00	32	78	23	76	95	70	19	22	75	75	24	74	79	13	66	81	18	100	23	44	58	93	97	33	95	-0.01564
AACG	2017-12-08T00:00:00	32	76	26	76	89	71	34	7	74	74	32	74	79	13	86	81	18	100	22	53	57	93	96	33	94	0.033764
AACG	2017-12-15T00:00:00	32	76	24	76	94	66	28	8	72	72	25	74	79	13	81	81	18	100	22	47	57	89	96	34	92	0.038425
AACG	2017-12-22T00:00:00	32	77	29	76	87	68	39	44	72	72	39	74	79	13	88	81	18	100	22	55	54	90	95	29	89	-0.025902
AACG	2017-12-29T00:00:00	32	81	23	76	94	51	17	92	78	78	24	75	79	13	92	81	18	100	21	31	56	91	94	21	92	-0.119658
AACG	2018-01-05T00:00:00	32	76	30	76	86	46	18	19	83	83	36	74	79	12	87	81	18	100	22	28	56	88	97	35	89	0.168285
AACG	2018-01-12T00:00:00	32	77	26	76	87	48	23	24	81	81	13	74	79	9	95	81	18	100	22	31	55	88	97	33	88	0.017082
AACG	2018-01-19T00:00:00	32	75	29	76	86	85	88	9	81	81	22	74	79	8	97	81	18	100	22	89	55	88	98	34	86	0.034498
AACG	2018-01-26T00:00:00	32	79	27	76	87	80	85	97	83	83	18	75	79	8	97	80	18	100	22	86	54	83	99	30	59	-0.111014
AACG	2018-02-02T00:00:00	32	80	27	76	87	87	91	95	82	82	18	75	79	80	95	81	18	100	21	92	49	77	99	28	59	-0.088845
AACG	2018-02-09T00:00:00	33	73	22	76	92	92	94	2	88	88	8	73	67	85	76	80	18	99	23	96	99	94	99	7	69	0.260563
AACG	2018-02-16T00:00:00	32	76	22	76	92	86	78	51	88	88	9	74	67	85	84	51	18	99	22	86	100	79	98	5	72	-0.077783
AACG	2018-02-23T00:00:00	33	75	29	76	87	51	16	44	88	88	25	74	67	79	90	50	18	99	22	29	100	81	98	1	74	0
AACG	2018-03-02T00:00:00	33	76	26	75	87	89	84	80	88	88	16	74	67	82	89	50	18	100	22	91	100	80	98	1	74	-0.024231
AACG	2018-03-09T00:00:00	34	77	28	75	86	88	80	82	86	86	20	75	67	80	90	51	18	100	21	88	100	69	96	1	63	-0.015282
AACG	2018-03-16T00:00:00	34	77	25	75	87	91	89	50	85	85	17	75	67	83	88	52	18	99	21	93	100	68	96	1	59	0.011639
AACG	2018-03-23T00:00:00	99	77	24	53	87	64	14	23	84	84	85	73	46	95	88	81	18	98	23	38	100	78	94	1	66	0.01534
AACG	2018-03-30T00:00:00	99	79	15	53	95	46	10	54	83	83	70	73	45	96	88	80	18	98	22	24	100	76	96	1	59	-0.015109

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