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 ⌀
AA	2023-09-22T00:00:00	41	86	54	44	56	19	46	53	58	58	79	20	58	40	78	94	37	45	66	28	10	41	11	99	5	-0.017356
AA	2023-09-29T00:00:00	41	84	54	44	62	18	38	15	58	58	78	20	58	41	75	94	37	44	66	24	9	38	7	99	7	0.025043
AA	2023-10-06T00:00:00	41	85	54	44	31	17	23	68	57	57	84	20	58	40	67	94	37	45	66	18	9	39	7	99	7	-0.065709
AA	2023-10-13T00:00:00	41	86	54	44	63	16	15	69	56	56	75	21	58	40	65	94	37	45	65	14	10	39	12	99	7	-0.020987
AA	2023-10-20T00:00:00	41	87	55	44	77	16	16	86	58	58	66	21	58	39	63	94	37	45	65	15	12	34	9	99	8	-0.096714
AA	2023-10-27T00:00:00	34	87	29	49	47	19	47	72	56	56	86	21	57	69	65	88	38	64	50	31	12	39	7	98	8	-0.020813
AA	2023-11-03T00:00:00	34	86	29	48	37	16	18	29	61	61	88	21	57	68	43	87	39	64	51	15	9	34	5	97	10	0.13289
AA	2023-11-10T00:00:00	34	86	29	47	47	19	30	66	58	58	87	22	55	68	37	78	38	64	51	22	6	33	5	93	30	-0.071235
AA	2023-11-17T00:00:00	33	87	29	46	46	21	41	35	56	56	89	21	54	68	29	78	38	64	51	29	6	32	3	74	52	0.064135
AA	2023-11-24T00:00:00	34	87	29	46	37	24	61	53	55	55	91	21	54	68	22	78	38	64	51	41	13	51	3	47	74	0.000772
AA	2023-12-01T00:00:00	34	87	29	46	74	22	36	20	55	55	80	21	54	68	21	78	38	64	52	27	15	44	4	33	79	0.057177
AA	2023-12-08T00:00:00	33	88	30	46	56	23	32	86	58	58	86	22	54	68	34	78	38	64	50	25	22	54	5	25	90	-0.098067
AA	2023-12-15T00:00:00	34	85	28	46	37	20	19	7	67	67	91	21	55	68	16	77	38	64	51	17	35	21	18	29	51	0.243015
AA	2023-12-22T00:00:00	34	84	28	46	65	21	24	6	67	67	83	20	55	68	9	77	38	63	50	21	36	15	25	23	41	0.085846
AA	2023-12-29T00:00:00	34	85	28	46	79	25	54	10	65	65	52	20	55	67	11	77	38	63	50	37	34	14	23	22	40	0.0068
AA	2024-01-05T00:00:00	34	86	27	46	72	24	30	53	65	65	58	20	55	67	11	77	38	64	50	25	32	15	23	16	41	-0.054989
AA	2024-01-12T00:00:00	34	85	28	46	49	25	48	82	65	65	75	21	55	66	10	78	38	63	49	33	33	17	20	13	38	-0.065367
AA	2024-01-19T00:00:00	34	85	28	46	54	25	46	82	66	66	73	22	55	66	12	78	38	64	49	31	26	18	24	9	41	-0.088906
AA	2024-01-26T00:00:00	34	87	28	46	81	29	70	31	68	68	47	21	55	66	10	78	38	63	49	49	33	13	23	6	42	0.118769
AA	2024-02-02T00:00:00	34	85	28	46	67	21	22	65	67	67	63	21	55	66	13	78	38	63	48	18	36	15	31	9	51	-0.036588
AA	2024-02-09T00:00:00	33	85	29	46	30	45	86	91	68	68	83	22	55	66	18	70	38	64	47	68	39	17	28	6	64	-0.088168
AA	2024-02-16T00:00:00	34	86	29	46	47	58	95	80	66	66	76	22	55	67	17	68	38	64	47	80	40	17	28	8	65	0.018962
AA	2024-02-23T00:00:00	43	87	81	56	45	59	93	84	63	63	91	22	77	38	16	74	57	64	57	80	41	17	29	9	64	-0.032087
AA	2024-03-01T00:00:00	43	86	81	56	47	48	83	33	61	61	92	22	77	40	15	74	57	64	55	69	41	14	28	8	61	0.043717
AA	2024-03-08T00:00:00	43	85	80	56	49	33	35	15	61	61	91	21	77	42	11	75	57	64	56	30	43	12	22	7	65	0.082346
AA	2024-03-15T00:00:00	43	86	80	56	72	26	25	14	59	59	86	21	77	43	15	76	57	64	56	23	41	12	28	7	64	0.019755
AA	2024-03-22T00:00:00	43	86	80	55	71	39	60	12	58	58	86	21	76	43	14	76	58	64	56	49	40	12	27	7	67	0.031525
AA	2024-03-29T00:00:00	43	84	80	55	46	33	40	6	57	57	99	21	75	45	13	77	58	64	56	33	34	8	27	7	71	0.076116
AA	2024-04-05T00:00:00	43	85	79	55	81	23	15	5	56	56	95	20	75	43	10	78	57	64	56	16	42	18	27	12	69	0.07992
AA	2024-04-12T00:00:00	43	84	79	55	76	22	16	16	56	56	95	20	76	39	11	78	57	64	56	15	44	18	28	12	70	-0.035359
AA	2024-04-19T00:00:00	43	85	79	54	79	23	18	8	53	53	93	20	76	38	10	78	57	64	58	18	43	22	26	11	68	0.009364
AAAB	1998-10-02T00:00:00	41	15.5	43	46	74	73	60	28	28	28	40	78	5	15	54.5	34.5	50	31	61	68	43	73.5	64	50	50	-0.01176
AAAB	1998-10-09T00:00:00	41	15.5	43	46	74	73	60	12	28	28	37	78	5	15	54.5	34.5	50	31	61	68	43	73.5	64	50	50	0
AAAB	1998-10-16T00:00:00	41	15.5	43	46	74	73	60	68	1	1	48	78	5	15	54.5	34.5	50	31	61	67	43	73.5	64	50	50	-0.0119
AAAB	1998-10-23T00:00:00	41	15.5	43	46	74	73	60	66	1	1	48	78	5	15	54.5	34.5	50	31	61	67	43	73.5	64	50	50	0.012043
AAAB	1998-10-30T00:00:00	41	15.5	43	46	74	73	60	65	1	1	48	78	5	15	54.5	34.5	50	31	61	67	43	73.5	64	50	50	0.0238
AAAB	1998-11-06T00:00:00	41	15.5	43	46	74	73	60	69	1	1	47	78	5	15	54.5	34.5	50	31	61	67	43	73.5	64	50	50	0.011623
AAAB	1998-11-13T00:00:00	41	15.5	43	46	74	73	60	73	1	1	40	78	5	15	54.5	34.5	50	31	61	68	43	73.5	64	50	50	-0.028676
AAAB	1998-11-20T00:00:00	26	15.5	24	14	74	73	60	80	1	1	35	78	5	36	54.5	34.5	50	14	61	68	43	73.5	64	50	50	-0.017793
AAAB	1998-11-27T00:00:00	26	15.5	30	14	74	89	74	60	1	1	35	78	5	23	54.5	34.5	50	30	61	83	43	73.5	64	50	50	0.012043
AAAB	1998-12-04T00:00:00	25	56	23	14	74	94	91	49	1	1	35	82	5	20	54.5	34.5	50	33	61	94	43	73.5	64	50	50	0
AAAB	1998-12-11T00:00:00	25	59	13	14	74	86	56	65	1	1	35	83	5	42	54.5	34.5	50	2	61	73	43	73.5	64	50	50	-0.0357
AAAB	1998-12-18T00:00:00	25	57	30	15	74	78	38	67	1	1	34	83	5	7	54.5	34.5	50	53	61	58	43	73.5	64	50	50	-0.024681
AAAB	1998-12-25T00:00:00	25	57	25	15	74	74	36	55	2	2	19	82	5	15	54.5	34.5	50	38	61	56	43	73.5	64	50	50	0.012653
AAAB	1999-01-01T00:00:00	26	59	13	15	74	62	27	85	2	2	3	83	5	40	54.5	34.5	50	5	61	43	43	73.5	64	50	50	-0.037484
AAAB	1999-01-08T00:00:00	26	60	23	15	74	55	25	90	2	2	16	84	5	20	54.5	34.5	50	32	61	37	43	73.5	64	50	50	-0.025963
AAAB	1999-01-15T00:00:00	26	60	25	15	74	47	18	74	2	2	27	84	5	16	54.5	34.5	50	37	61	30	43	73.5	64	50	50	0
AAAB	1999-01-22T00:00:00	26	60	29	14	74	50	30	59	1	1	36	85	5	10	54.5	34.5	50	50	61	38	43	73.5	64	50	50	0
AAAB	1999-01-29T00:00:00	26	61	15	15	74	54	41	53	2	2	8	85	5	36	54.5	34.5	50	10	61	47	43	73.5	64	50	50	0
AAAB	1999-02-05T00:00:00	26	60	22	15	74	48	32	34	2	2	20	84	5	22	54.5	34.5	50	29	61	38	43	73.5	64	50	50	0.013327
AAAB	1999-02-12T00:00:00	25	58	19	15	74	44	32	20	2	2	15	84	5	27	54.5	34.5	50	21	61	37	43	73.5	64	50	50	0.013152
AAAB	1999-02-19T00:00:00	25	60	17	15	74	48	40	53	2	2	11	85	5	33	54.5	34.5	50	16	61	43	43	73.5	64	50	50	-0.038944
AAAB	1999-02-26T00:00:00	25	59	26	14	74	33	18	62	2	2	28	85	5	15	54.5	34.5	50	41	61	23	43	73.5	64	50	50	-0.020318
AAAB	1999-03-05T00:00:00	25	60	12	14	74	22	8	67	2	2	2	85	5	43	54.5	34.5	50	3	61	11	43	73.5	64	50	50	-0.013788
AAAB	1999-03-12T00:00:00	25	62	16	15	74	25	15	90	9	9	10	86	5	32	54.5	34.5	50	15	61	16	43	73.5	64	50	50	-0.09093
AAAB	1999-03-19T00:00:00	25	61	18	14	74	28	23	80	9	9	13	86	5	31	54.5	34.5	50	19	61	22	43	73.5	64	50	50	-0.015379
AAAB	1999-03-26T00:00:00	25	59	31	14	74	31	30	50	11	11	38	85	5	6	54.5	34.5	50	62	61	28	43	73.5	64	50	50	0.031238
AAAB	1999-04-02T00:00:00	19	68	19	22	74	41	48	39	10	10	11	84	5	1	54.5	34.5	50	21	61	43	43	73.5	64	50	50	0.007637
AAAB	1999-04-09T00:00:00	19	68	19	22	74	53	66	38	10	10	11	84	5	1	54.5	34.5	50	19	61	61	43	73.5	64	50	50	0.007452
AAAB	1999-04-16T00:00:00	20	62	33	22	74	42	49	11	38	38	42	82	5	1	54.5	34.5	50	65	61	44	43	73.5	64	50	50	0.164243
AAAB	1999-04-23T00:00:00	20	61	29	22	74	38	40	9	36	36	73	82	5	1	54.5	34.5	50	47	61	37	43	73.5	64	50	50	0.064075
AAAB	1999-04-30T00:00:00	19	63	35	22	74	35	35	51	38	38	73	83	5	1	54.5	34.5	50	73	61	33	43	73.5	64	50	50	-0.060217
AAAB	1999-05-07T00:00:00	19	64	30	22	74	18	13	72	36	36	73	83	5	1	54.5	34.5	50	53	61	13	43	73.5	64	50	50	-0.02563
AAAB	1999-05-14T00:00:00	18	66	18	22	74	19	15	51	34	34	73	83	5	1	54.5	34.5	50	17	61	14	43	73.5	64	50	50	0.026304
AAAB	1999-05-21T00:00:00	29	68	21	36	74	27	31	95	42	42	87	85	5	27	54.5	34.5	50	22	61	26	43	73.5	64	50	50	-0.115443
AAAB	1999-05-28T00:00:00	29	67	31	36	74	33	41	85	40	40	96	85	5	9	54.5	34.5	50	53	61	35	43	73.5	64	50	50	-0.014487
AAAB	1999-06-04T00:00:00	29	65	17	36	74	39	48	14	57	57	84	83	5	35	54.5	34.5	50	12	61	43	92	97	59	50	50	0.176529
AAAB	1999-06-11T00:00:00	29	66	14	36	97	76	83	42	57	57	83	83	5	40	54.5	34.5	50	5	61	83	91	97	60	50	50	-0.049979
AAAB	1999-06-18T00:00:00	29	68	22	37	88	79	92	62	57	57	88	83	5	27	54.5	34.5	50	24	61	89	89	90	48	50	50	-0.026304
AAAB	1999-06-25T00:00:00	30	68	18	37	91	60	69	83	52	52	86	84	5	34	54.5	34.5	50	15	61	67	87	97	40	50	50	-0.027128
AAAB	1999-07-02T00:00:00	30	68	30	37	74	49	50	85	49	49	95	85	5	11	54.5	34.5	50	49	61	50	87	98	36	50	50	-0.027768
AAAB	1999-07-09T00:00:00	30	69	16	37	90	56	57	51	48	48	85	84	5	39	54.5	34.5	50	9	61	58	88	96	38	50	50	0.028561
AAAB	1999-07-16T00:00:00	30	70	15	37	92	17	11	90	47	47	82	85	5	40	54.5	34.5	50	6	61	10	91	96	35	50	50	-0.041652
AAAB	1999-07-23T00:00:00	30	69	27	37	65	18	10	58	44	44	91	85	5	4	54.5	34.5	50	38	61	10	91	96	31	50	50	0
AAAB	1999-07-30T00:00:00	30	68	28	36	65	72	79	58	39	39	92	85	5	4	54.5	34.5	50	41	61	79	90	95	36	50	50	-0.007183
AAAB	1999-08-06T00:00:00	30	67	23	36	70	47	60	18	37	37	88	84	5	5	54.5	34.5	50	27	61	55	86	97	35	50	50	0.021827
AAAB	1999-08-13T00:00:00	29	70	18	39	79	33	40	21	21	21	84	85	5	7	54.5	34.5	50	11	61	34	86	97	41	50	50	0.014281
AAAB	1999-08-20T00:00:00	29	70	28	38	66	27	29	33	18	18	93	85	5	4	54.5	34.5	50	39	61	25	85	97	39	50	50	0
AAAB	1999-08-27T00:00:00	29	72	35	37	61	18	23	83	24	24	98	85	5	3	54.5	34.5	50	60	61	17	88	96	41	50	50	-0.070398
AAAB	1999-09-03T00:00:00	29	73	17	37	80	25	39	60	23	23	76	85	5	8	54.5	34.5	50	9	61	29	88	95	40	50	50	0.015146
AAAB	1999-09-10T00:00:00	30	73	18	37	77	17	14	80	23	23	77	86	5	8	54.5	34.5	50	11	61	12	90	94	45	50	50	-0.02984
AAAB	1999-09-17T00:00:00	29	72	34	37	62	21	28	57	20	20	94	86	5	3	54.5	34.5	50	56	61	21	90	93	40	50	50	0
AAAB	1999-09-24T00:00:00	29	71	27	37	65	24	32	50	17	17	86	85	5	5	16	34.5	50	35	61	25	93	92	42	50	50	-0.015379
AAAB	1999-10-01T00:00:00	30	71	28	37	66	38	59	60	15	15	89	85	5	4	35	34.5	50	40	61	47	95	93	43	50	50	-0.015619
AAAB	1999-10-08T00:00:00	30	68	32	37	63	43	70	6	44	44	92	84	5	4	14	34.5	50	50	61	58	88	85	55	50	50	0.158667
AAAB	1999-10-15T00:00:00	30	67	33	38	62	44	65	9	41	41	92	83	5	4	19	34.5	50	55	61	55	89	85	53	50	50	0
AAAB	1999-10-22T00:00:00	30	71	16	37	74	25	27	57	43	43	73	84	5	8	23	34.5	50	8	61	23	88	76	53	50	50	-0.075259
AAAB	1999-10-29T00:00:00	30	68	20	37	70	29	40	23	45	45	73	83	5	7	13	34.5	50	17	61	32	85	78	47	50	50	0.081384
AAAB	1999-11-05T00:00:00	30	67	21	37	70	25	28	35	39	39	73	84	5	7	22	34.5	50	16	61	24	85	78	48	50	50	0.013809
AAAB	1999-11-12T00:00:00	32	71	18	46	71	30	31	35	36	36	67	84	5	8	21	34.5	50	8	61	28	85	78	47	50	50	0
AAAB	1999-11-19T00:00:00	33	72	20	45	68	35	41	89	38	38	76	85	5	8	23	34.5	50	15	61	36	91	89	33	50	50	-0.06765
AAAB	1999-11-26T00:00:00	33	73	31	45	60	33	36	97	36	36	90	86	5	5	25	34.5	50	47	61	33	88	89	28	50	50	-0.072437
AAAB	1999-12-03T00:00:00	34	73	27	45	66	73	89	80	34	34	85	86	5	36	35	34.5	50	34	61	84	86	87	29	50	50	0
AAAB	1999-12-10T00:00:00	34	74	18	45	73	76	92	61	33	33	75	87	5	42	34	34.5	50	10	61	87	88	87	28	50	50	0
AAAB	1999-12-17T00:00:00	34	76	20	46	70	52	60	83	28	28	77	87	5	42	37	34.5	50	13	61	57	91	72	23	50	50	-0.062475
AAAB	1999-12-24T00:00:00	34	70	32	46	60	71	84	15	46	46	92	85	5	34	20	34.5	50	50	61	81	67	67	84	50	50	0.183256
AAAB	1999-12-31T00:00:00	34	72	24	46	65	70	77	54	44	44	82	87	5	39	28	34.5	50	25	61	77	43	68	93	50	50	-0.042239
AAAB	2000-01-07T00:00:00	34	74	29	46	63	68	72	63	41	41	88	87	5	36	48	34.5	50	41	61	74	38	64	95	50	50	-0.044101
AAAB	2000-01-14T00:00:00	34	75	22	46	69	47	27	53	39	39	74	87	5	40	45	34.5	50	18	61	35	38	56	93	50	50	0.030757
AAAB	2000-01-21T00:00:00	34	74	35	46	62	31	10	63	37	37	93	88	5	49	44	34.5	50	57	61	17	35	52	93	50	50	-0.01492

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