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 ⌀
ZMBA	1999-04-23T00:00:00	15	31	8	8	18	77	36	41	91	91	39	64	97	6	24	29	28	51	79	57	99	37	16	95	31	-0.094645
ZMBA	1999-04-30T00:00:00	15	32	8	8	17	41	15	70	90	90	39	66	97	6	23	29	28	52	79	25	99	44	13	95	31	-0.06994
ZMBA	1999-05-07T00:00:00	15	31	9	8	13	69	38	77	90	90	43	66	97	5	22	29	28	57	79	54	100	45	13	95	31	0
ZMBA	1999-05-14T00:00:00	13	31	8	8	25	44	20	66	88	88	24	66	97	7	57	29	28	42	79	29	99	26	1	95	31	0
ZMBA	1999-05-21T00:00:00	16	30	10	76	48	53	24	16	87	87	46	65	97	9	42	29	37	14	79	36	99	37	1	95	31	0.0752
ZMBA	1999-05-28T00:00:00	15	32	11	76	27	34	18	97	89	89	60	68	97	7	52	29	37	38	79	23	99	38	1	95	31	-0.162946
ZMBA	1999-06-04T00:00:00	15	34	11	76	48	36	24	97	88	88	44	70	97	10	48	29	37	13	79	28	99	38	1	95	31	-0.083556
ZMBA	1999-06-11T00:00:00	15	35	11	76	35	88	97	94	88	88	53	70	97	8	75	29	37	28	79	95	99	38	1	95	31	-0.030068
ZMBA	1999-06-18T00:00:00	15	37	11	77	37	78	80	99	88	88	51	73	97	9	84	29	36	24	79	82	100	52	1	95	31	-0.125
ZMBA	1999-06-25T00:00:00	15	36	11	78	12	60	37	66	81	81	74	72	97	5	85	29	37	61	79	49	100	27	2	95	31	0.071429
ZMBA	1999-07-02T00:00:00	15	37	11	77	49	59	31	79	79	79	42	72	97	10	77	29	37	12	79	45	100	30	2	95	31	0
ZMBA	1999-07-09T00:00:00	15	37	11	77	36	51	31	58	78	78	54	73	97	8	81	29	37	29	79	40	100	43	1	95	31	0
ZMBA	1999-07-16T00:00:00	15	33	11	77	37	71	71	7	87	87	53	69	97	8	88	29	37	26	79	75	100	35	2	95	31	0.233067
ZMBA	1999-07-23T00:00:00	16	32	11	77	14	29	6	3	86	86	71	67	97	5	81	29	37	57	79	14	100	39	2	95	31	0.081315
ZMBA	1999-07-30T00:00:00	15	34	11	77	54	19	3	68	89	89	40	70	97	11	81	29	37	2	79	9	100	30	2	95	31	-0.1752
ZMBA	1999-08-06T00:00:00	15	36	11	77	50	18	4	85	88	88	43	72	97	10	82	29	37	8	79	8	100	29	2	95	31	-0.090689
ZMBA	1999-08-13T00:00:00	15	37	11	76	51	21	2	92	87	87	44	73	97	11	94	29	37	7	79	9	100	22	2	95	31	-0.066667
ZMBA	1999-08-20T00:00:00	18	41	13	96	46	17	7	63	86	86	68	72	97	11	92	29	38	18	79	9	100	34	3	95	31	0.035429
ZMBA	1999-08-27T00:00:00	18	44	13	96	14	16	8	96	85	85	79	74	97	6	90	29	38	63	79	9	100	37	10	95	31	-0.103201
ZMBA	1999-09-03T00:00:00	18	42	13	96	24	19	13	40	85	85	90	73	97	8	70	29	38	45	79	13	100	30	9	95	31	0.076923
ZMBA	1999-09-10T00:00:00	18	45	13	96	51	48	83	93	85	85	77	74	97	12	82	29	38	11	79	69	100	30	10	95	31	-0.071429
ZMBA	1999-09-17T00:00:00	19	44	13	96	32	68	94	62	83	83	84	74	97	9	78	29	38	31	79	85	100	30	10	95	31	0
ZMBA	1999-09-24T00:00:00	19	38	13	96	13	30	35	3	89	89	96	70	97	6	66	29	38	59	79	29	83	17	35	95	31	0.249846
ZMBA	1999-10-01T00:00:00	19	36	13	96	24	25	20	3	88	88	91	68	97	8	54	29	38	46	79	19	91	14	37	95	31	0.107829
ZMBA	1999-10-08T00:00:00	19	40	13	96	59	17	12	48	87	87	73	70	97	13	69	29	38	5	79	12	91	16	31	95	31	-0.111111
ZMBA	1999-10-15T00:00:00	19	39	13	96	27	14	20	56	86	86	87	70	97	8	63	29	38	45	79	14	93	12	31	95	31	-0.031
ZMBA	1999-10-22T00:00:00	19	40	13	96	13	11	5	70	84	84	98	71	97	6	77	29	38	69	79	6	93	10	30	95	31	-0.032508
ZMBA	1999-10-29T00:00:00	19	33	13	96	31	15	22	1	97	97	75	62	97	10	26	29	38	30	79	16	74	15	23	95	31	0.6
ZMBA	1999-11-05T00:00:00	19	30	12	96	6	12	9	1	97	97	100	55	97	6	4	29	38	77	79	8	71	9	30	95	31	0.479333
ZMBA	1999-11-12T00:00:00	19	28	12	95	37	12	16	1	97	97	66	51	97	13	1	29	38	5	79	11	65	9	21	95	31	0.295629
ZMBA	1999-11-19T00:00:00	46	29	36	96	8	46	93	2	96	96	92	48	97	22	2	29	34	49	79	73	60	7	25	95	31	0.206609
ZMBA	1999-11-26T00:00:00	46	30	37	96	10	61	98	28	96	96	88	50	97	22	1	29	34	41	79	83	55	7	22	95	31	-0.099164
ZMBA	1999-12-03T00:00:00	46	29	37	96	3	40	82	10	95	95	99	49	97	28	1	29	34	74	79	63	55	6	21	95	31	0.08
ZMBA	1999-12-10T00:00:00	45	27	36	96	20	41	74	1	98	98	76	38	97	28	1	29	34	15	79	59	53	3	50	95	31	0.972148
ZMBA	1999-12-17T00:00:00	45	27	37	96	5	34	55	13	98	98	92	39	97	28	1	29	34	50	79	44	62	3	46	95	31	-0.084435
ZMBA	1999-12-24T00:00:00	45	27	37	96	9	88	99	3	98	98	87	37	97	28	1	29	34	37	79	95	44	3	51	95	31	0.138415
ZMBA	1999-12-31T00:00:00	45	26	37	96	23	97	100	3	98	98	74	34	97	29	1	29	34	7	79	99	69	3	34	95	31	0.252252
ZMBA	2000-01-07T00:00:00	45	26	37	96	3	98	100	25	97	97	96	35	97	28	1	29	34	60	79	99	54	2	40	95	31	-0.079137
ZMBA	2000-01-14T00:00:00	45	26	37	96	5	99	100	78	97	97	89	38	97	26	1	29	34	46	79	100	62	1	50	95	31	-0.121125
ZMBA	2000-01-21T00:00:00	45	27	37	96	7	99	97	89	97	97	82	39	97	35	1	29	34	37	79	99	59	1	50	95	31	-0.031077
ZMBA	2000-01-28T00:00:00	45	26	37	96	22	99	97	31	97	97	62	37	97	35	1	29	34	3	79	99	61	2	50	95	31	0.068771
ZMBA	2000-02-04T00:00:00	45	26	37	96	8	100	100	11	96	96	84	35	97	35	1	29	34	40	79	100	62	3	51	95	31	0.137344
ZMBA	2000-02-11T00:00:00	45	26	37	96	6	100	100	33	95	95	85	36	97	35	4	29	34	43	79	100	56	3	48	95	31	-0.011291
ZMBA	2000-02-18T00:00:00	45	27	37	96	15	100	99	55	88	88	74	37	97	36	14	29	35	22	79	100	55	3	52	95	31	-0.038168
ZMBA	2000-02-25T00:00:00	45	27	37	96	17	100	100	22	87	87	71	36	97	37	6	29	35	15	79	100	52	3	54	95	31	0.067429
ZMBA	2000-03-03T00:00:00	45	27	38	95	7	100	96	79	85	85	85	38	97	37	21	29	35	41	79	99	55	3	55	95	31	-0.078039
ZMBA	2000-03-10T00:00:00	23	31	10	89	10	99	64	100	85	85	54	43	97	10	46	29	36	32	79	84	54	4	53	95	31	-0.264129
ZMBA	2000-03-17T00:00:00	23	31	10	88	3	97	45	98	84	84	61	44	97	7	48	99	36	58	9	74	51	2	55	95	31	-0.068473
ZMBA	2000-03-24T00:00:00	23	32	10	88	19	98	76	100	85	85	47	47	97	13	50	99	36	8	8	90	58	4	48	95	31	-0.164706
ZMBA	2000-03-31T00:00:00	25	31	11	87	9	99	89	41	87	87	56	44	97	12	51	99	37	34	9	95	58	12	52	95	31	0.179606
ZMBA	2000-04-07T00:00:00	25	33	11	87	9	97	75	100	92	92	56	51	97	12	82	99	37	34	9	88	36	27	52	95	31	-0.355239
ZMBA	2000-04-14T00:00:00	26	34	11	87	22	95	67	85	87	87	47	52	97	16	82	99	37	3	9	83	35	28	50	95	31	-0.203704
ZMBA	2000-04-21T00:00:00	26	33	11	87	19	95	80	86	86	86	7	52	97	13	84	100	37	9	9	89	30	30	53	95	31	0.058233
ZMBA	2000-04-28T00:00:00	26	32	11	86	22	89	48	31	87	87	3	50	97	14	86	100	37	4	9	71	29	31	52	95	31	0.142757
ZMBA	2000-05-05T00:00:00	26	33	11	86	8	72	12	72	86	86	27	51	97	10	98	100	38	35	9	42	24	30	51	95	31	-0.076923
ZMBA	2000-05-12T00:00:00	25	33	11	87	9	70	8	85	87	87	21	52	97	11	100	99	38	33	10	36	24	28	46	95	31	-0.093667
ZMBA	2000-05-19T00:00:00	21	31	13	8	16	56	1	6	91	91	6	48	97	21	100	94	41	12	3	24	21	28	53	95	31	0.252666
ZMBA	2000-05-26T00:00:00	21	33	14	9	2	73	15	79	93	93	30	51	97	14	100	94	41	66	3	41	19	26	49	95	31	-0.2202
ZMBA	2000-06-02T00:00:00	21	33	14	9	7	44	1	33	90	90	18	51	97	18	100	94	41	37	3	17	23	28	49	95	31	0.117846
ZMBA	2000-06-09T00:00:00	21	32	13	9	3	40	6	18	89	89	28	49	97	15	100	94	41	57	3	19	25	28	46	95	31	0.157797
ZMBA	2000-06-16T00:00:00	21	34	14	9	18	41	7	84	88	88	4	51	97	23	100	94	41	8	3	20	22	21	44	95	31	-0.172655
ZMBA	2000-06-23T00:00:00	22	34	14	9	8	48	17	88	88	88	16	53	97	19	99	94	41	34	3	29	21	18	46	95	31	-0.066104
ZMBA	2000-06-30T00:00:00	22	34	14	9	4	43	15	73	88	88	24	52	97	16	100	28	41	49	3	26	21	19	45	95	31	0.035392
ZMBA	2000-07-07T00:00:00	22	36	14	9	4	39	10	94	87	87	25	54	97	16	99	27	41	52	3	21	30	21	60	95	31	-0.096545
ZMBA	2000-07-14T00:00:00	22	34	14	9	13	54	70	27	88	88	11	52	97	19	99	25	42	22	3	64	32	26	56	95	31	0.132019
ZMBA	2000-07-21T00:00:00	22	33	14	9	5	42	23	9	89	89	25	50	97	14	97	25	42	46	3	30	31	27	61	95	31	0.183289
ZMBA	2000-07-28T00:00:00	22	34	14	9	15	44	35	53	88	88	10	51	97	19	99	25	42	19	3	37	35	29	59	95	31	-0.145433
ZMBA	2000-08-04T00:00:00	22	35	15	9	3	54	76	82	86	86	34	53	97	12	98	25	42	72	3	68	38	27	56	95	31	-0.087904
ZMBA	2000-08-11T00:00:00	21	35	14	9	13	41	15	85	86	86	11	53	97	20	99	26	42	23	3	26	39	29	61	95	31	-0.030262
ZMBA	2000-08-18T00:00:00	26	35	12	62	4	37	14	17	87	87	61	52	97	17	99	58	40	54	9	22	33	44	46	95	31	0.13059
ZMBA	2000-08-25T00:00:00	26	33	12	61	3	38	17	5	86	86	64	50	97	15	99	49	40	69	9	24	26	49	42	95	31	0.131857
ZMBA	2000-09-01T00:00:00	26	36	12	61	5	31	8	73	85	85	64	53	97	17	99	53	40	51	9	16	29	46	17	95	31	-0.097235
ZMBA	2000-09-08T00:00:00	27	37	13	61	13	34	42	97	86	86	51	55	97	21	99	53	40	29	9	36	29	57	39	95	31	-0.134377
ZMBA	2000-09-15T00:00:00	26	36	12	60	19	53	84	45	86	86	45	53	97	23	99	53	40	18	9	72	30	69	44	95	31	0.093222
ZMBA	2000-09-22T00:00:00	26	37	12	60	11	33	55	68	85	85	54	54	97	20	96	53	40	35	9	42	19	65	32	95	31	-0.068182
ZMBA	2000-09-29T00:00:00	26	39	13	60	5	28	26	92	85	85	65	57	97	18	97	53	40	53	9	24	25	64	36	95	31	-0.170732
ZMBA	2000-10-06T00:00:00	27	41	13	60	19	27	20	92	83	83	46	59	97	23	97	53	41	19	9	21	20	70	34	95	31	-0.124941
ZMBA	2000-10-13T00:00:00	27	43	13	60	3	31	69	93	81	81	64	60	97	16	97	53	41	69	9	50	20	66	33	95	31	-0.126109
ZMBA	2000-10-20T00:00:00	26	37	13	60	26	46	93	4	96	96	61	53	97	25	95	53	41	7	9	73	41	51	76	95	31	0.480615
ZMBA	2000-10-27T00:00:00	27	41	13	60	4	30	36	90	96	96	96	59	97	16	91	53	41	63	9	30	33	52	88	95	31	-0.272652
ZMBA	2000-11-03T00:00:00	27	42	13	60	24	22	9	74	95	95	64	59	97	25	80	53	41	9	9	12	34	56	88	95	31	0.026857
ZMBA	2000-11-10T00:00:00	26	45	13	59	6	29	41	95	95	95	89	62	97	69	77	54	41	48	9	33	31	56	78	95	31	-0.165275
ZMBA	2000-11-17T00:00:00	24	44	15	44	6	28	29	77	95	95	63	62	97	67	79	51	44	50	2	27	25	49	80	95	31	0
ZMBA	2000-11-24T00:00:00	24	44	15	44	17	21	10	59	94	94	51	61	97	72	78	58	44	27	2	13	27	53	76	95	31	0
ZMBA	2000-12-01T00:00:00	24	46	15	45	25	20	10	80	93	93	43	63	97	74	64	64	44	14	3	14	21	49	80	95	31	-0.135333
ZMBA	2000-12-08T00:00:00	24	46	16	45	8	19	9	81	90	90	62	63	97	66	31	64	44	48	2	13	28	31	80	95	31	-0.024287
ZMBA	2000-12-15T00:00:00	24	48	15	45	27	40	83	86	89	89	42	65	97	74	40	64	44	12	3	62	36	10	83	95	31	-0.098775
ZMBA	2000-12-22T00:00:00	24	51	15	45	29	22	14	89	87	87	41	68	97	75	47	65	44	10	3	16	28	8	85	95	31	-0.205612
ZMBA	2000-12-29T00:00:00	25	45	15	45	33	22	13	9	94	94	36	61	97	76	19	65	43	2	3	15	24	5	78	95	31	0.500552
ZMBA	2001-01-05T00:00:00	25	41	15	45	18	20	8	4	91	91	53	59	97	71	8	65	43	28	3	12	23	11	84	95	31	0.206694
ZMBA	2001-01-12T00:00:00	25	39	15	45	7	22	14	6	88	88	66	57	97	65	8	65	43	51	3	16	23	11	83	95	31	0.142944
ZMBA	2001-01-19T00:00:00	25	39	15	45	20	26	27	14	86	86	17	57	97	30	18	65	43	25	3	25	23	11	85	95	31	0.050133
ZMBA	2001-01-26T00:00:00	25	42	15	45	31	25	18	79	87	87	4	60	97	33	16	65	43	6	2	20	26	19	82	95	31	-0.126968
ZMBA	2001-02-02T00:00:00	25	42	15	45	34	24	17	80	84	84	1	61	97	35	12	65	43	1	2	19	30	19	83	95	31	-0.036649
ZMBA	2001-02-09T00:00:00	25	40	15	45	6	23	15	37	83	83	43	60	97	24	6	65	44	56	3	17	30	18	84	95	31	0.056763
ZMBA	2001-02-16T00:00:00	25	44	15	45	31	18	13	88	84	84	4	62	97	34	17	64	43	7	2	14	30	21	89	95	31	-0.107143
ZMBA	2001-02-23T00:00:00	25	46	15	45	17	31	67	93	84	84	18	64	97	30	20	62	43	29	2	48	30	22	88	95	31	-0.16
ZMBA	2001-03-02T00:00:00	24	46	15	45	14	42	89	90	83	83	25	64	97	28	19	88	43	36	2	69	31	24	88	95	31	-0.047619
ZMBA	2001-03-09T00:00:00	24	50	16	45	25	50	95	98	81	81	10	69	97	32	33	88	44	17	2	80	38	22	84	95	31	-0.2248
ZMBA	2001-03-16T00:00:00	27	52	16	37	9	52	95	93	78	78	60	70	8	22	40	91	46	47	24	82	37	17	80	95	31	-0.128999

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