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	2001-03-23T00:00:00	27	52	16	37	33	32	54	59	79	79	55	68	8	30	47	91	46	3	25	38	35	21	77	95	31	0.110782
ZMBA	2001-03-30T00:00:00	28	53	16	37	7	29	33	90	78	78	68	70	8	23	43	100	46	53	91	24	38	35	80	95	31	-0.141333
ZMBA	2001-04-06T00:00:00	30	56	16	37	22	39	64	92	78	78	59	73	8	30	67	100	45	22	92	50	37	34	79	95	31	-0.161491
ZMBA	2001-04-13T00:00:00	29	58	17	37	33	30	20	97	75	75	55	74	8	30	68	100	45	5	91	22	38	34	82	95	31	-0.037037
ZMBA	2001-04-20T00:00:00	30	56	17	37	18	27	12	49	77	77	77	72	8	25	67	100	45	31	92	18	41	31	83	95	31	0.138462
ZMBA	2001-04-27T00:00:00	30	57	17	36	11	24	13	83	76	76	81	74	8	22	67	100	45	44	92	17	51	39	82	95	31	-0.054054
ZMBA	2001-05-04T00:00:00	30	58	17	36	27	14	5	62	74	74	74	74	8	27	72	100	45	19	92	8	52	41	85	95	31	0.021429
ZMBA	2001-05-11T00:00:00	29	59	17	37	13	15	6	95	74	74	72	76	5	24	74	100	45	41	93	9	54	43	88	95	31	-0.076923
ZMBA	2001-05-18T00:00:00	21	57	27	15	15	19	15	41	73	73	76	74	5	23	61	85	59	38	97	15	53	37	87	95	31	0.083333
ZMBA	2001-05-25T00:00:00	21	59	28	15	41	15	10	79	71	71	60	75	5	31	60	85	59	1	97	11	56	29	86	95	31	-0.034965
ZMBA	2001-06-01T00:00:00	20	60	28	15	8	11	9	95	71	71	83	76	5	20	66	85	59	56	97	9	56	29	87	95	31	-0.115942
ZMBA	2001-06-08T00:00:00	20	60	28	15	8	8	4	86	69	69	83	77	6	20	64	85	59	58	97	5	53	27	86	95	31	0.008197
ZMBA	2001-06-15T00:00:00	20	61	28	15	16	9	10	94	70	70	78	78	6	23	71	85	59	42	97	7	53	26	86	95	31	-0.130081
ZMBA	2001-06-22T00:00:00	19	69	30	15	29	8	8	100	79	79	70	83	5	26	79	85	59	24	97	6	66	31	86	95	31	-0.280374
ZMBA	2001-06-29T00:00:00	20	63	29	15	16	7	10	50	88	88	80	79	5	22	73	89	59	44	97	6	40	52	71	95	31	0.298701
ZMBA	2001-07-06T00:00:00	20	61	29	14	7	6	5	20	88	88	87	78	6	18	65	89	59	73	97	3	55	45	57	95	31	0.07
ZMBA	2001-07-13T00:00:00	20	63	29	14	32	8	24	34	87	87	70	78	6	25	61	85	59	24	97	12	55	45	57	95	31	-0.018692
ZMBA	2001-07-20T00:00:00	20	64	29	14	42	6	14	79	86	86	66	79	6	26	61	85	59	10	97	7	55	43	65	95	31	-0.066667
ZMBA	2001-07-27T00:00:00	20	65	29	14	35	5	5	93	86	86	70	81	6	23	58	85	59	20	97	4	53	39	62	95	31	-0.102041
ZMBA	2001-08-03T00:00:00	20	63	28	14	8	5	7	29	86	86	85	79	6	16	54	86	59	71	97	4	51	32	69	95	31	0.102273
ZMBA	2001-08-10T00:00:00	5	51	33	13	12	5	5	17	85	85	77	79	6	12	42	51	64	54	98	4	50	30	66	95	31	0.030928
ZMBA	2001-08-17T00:00:00	5	53	33	12	15	3	2	82	85	85	65	80	6	16	42	43	64	48	97	2	47	33	68	95	31	-0.12
ZMBA	2001-08-24T00:00:00	5	53	33	12	24	5	13	77	84	84	61	80	6	19	39	42	64	34	97	7	48	33	68	95	31	0
ZMBA	2001-08-31T00:00:00	5	54	33	12	48	7	45	70	81	81	51	81	6	24	35	29	64	4	97	23	68	44	63	95	31	-0.011364
ZMBA	2001-09-07T00:00:00	5	56	33	12	53	7	39	75	74	74	50	81	6	25	27	29	64	2	97	20	68	63	72	95	31	-0.08046
ZMBA	2001-09-14T00:00:00	5	55	33	12	45	7	22	76	73	73	55	81	6	22	23	29	63	13	97	12	74	38	62	95	31	-0.0125
ZMBA	2001-09-21T00:00:00	4	56	34	12	12	6	10	97	86	86	71	85	6	14	34	29	63	63	97	7	51	39	25	95	31	-0.367089
ZMBA	2001-09-28T00:00:00	4	63	35	12	47	7	43	98	83	83	54	87	6	23	42	29	63	11	96	22	62	41	29	95	31	-0.14
ZMBA	2001-10-05T00:00:00	4	60	34	12	52	9	61	73	85	85	52	85	6	24	36	29	63	5	97	33	51	42	26	95	31	0.162791
ZMBA	2001-10-12T00:00:00	4	60	35	12	30	8	17	96	82	82	63	87	6	19	35	29	63	34	97	11	52	42	26	95	31	-0.1
ZMBA	2001-10-19T00:00:00	4	61	35	12	55	9	20	27	83	83	51	86	6	24	22	29	64	2	97	13	44	42	22	95	31	0.111111
ZMBA	2001-10-26T00:00:00	4	61	35	12	54	9	24	34	82	82	53	85	6	23	25	29	64	5	96	14	38	45	20	95	31	0.06
ZMBA	2001-11-02T00:00:00	4	62	35	12	50	9	22	84	81	81	54	87	6	22	31	30	64	8	95	13	37	44	21	95	31	-0.113208
ZMBA	2001-11-09T00:00:00	4	66	35	12	55	9	22	95	80	80	51	88	6	24	38	31	64	2	93	14	45	48	21	95	31	-0.106383
ZMBA	2001-11-16T00:00:00	16	60	37	8	45	5	5	85	79	79	76	88	95	15	33	27	70	16	90	3	39	53	20	95	31	0.02381
ZMBA	2001-11-23T00:00:00	16	61	37	8	51	4	4	91	78	78	73	88	94	16	26	27	70	9	90	3	41	54	20	95	31	-0.023256
ZMBA	2001-11-30T00:00:00	15	64	38	8	35	5	9	98	76	76	79	89	94	12	36	26	70	28	90	5	51	56	25	95	31	-0.142857
ZMBA	2001-12-07T00:00:00	16	63	38	8	14	4	4	71	77	77	88	88	94	7	41	26	70	57	88	3	52	37	22	95	31	0.083333
ZMBA	2001-12-14T00:00:00	17	57	36	8	29	5	20	4	87	87	81	85	94	10	23	26	69	34	89	9	29	34	24	95	31	0.384615
ZMBA	2001-12-21T00:00:00	16	63	37	8	52	5	33	77	88	88	70	88	94	16	26	26	69	1	88	15	48	49	26	95	31	-0.222222
ZMBA	2001-12-28T00:00:00	17	57	36	8	30	5	9	1	93	93	79	84	94	11	9	26	69	28	89	5	24	22	32	95	31	0.47619
ZMBA	2002-01-04T00:00:00	17	55	36	8	24	4	7	4	93	93	82	83	94	9	11	26	69	36	89	4	20	16	34	95	31	0.112903
ZMBA	2002-01-11T00:00:00	17	56	36	8	39	3	6	28	92	92	93	84	94	12	13	26	69	16	89	3	21	18	35	95	31	-0.072464
ZMBA	2002-01-18T00:00:00	17	61	37	8	26	3	7	87	93	93	94	87	94	7	16	26	69	32	89	3	23	21	37	95	31	-0.203125
ZMBA	2002-01-25T00:00:00	16	64	38	8	49	2	3	99	93	93	86	89	95	12	21	26	69	3	88	2	25	33	39	95	31	-0.176471
ZMBA	2002-02-01T00:00:00	16	62	38	8	34	3	7	80	93	93	91	88	94	9	22	26	69	23	88	3	26	29	39	95	31	0.02381
ZMBA	2002-02-08T00:00:00	16	62	38	8	25	10	83	86	92	92	94	89	95	7	18	26	70	35	89	44	28	31	37	95	31	-0.046512
ZMBA	2002-02-15T00:00:00	15	64	38	8	8	4	15	96	93	93	99	90	95	4	24	26	70	73	89	7	31	45	39	95	31	-0.146341
ZMBA	2002-02-22T00:00:00	15	65	38	8	18	19	90	89	91	91	96	90	94	6	22	25	70	42	89	55	32	49	39	95	31	-0.028571
ZMBA	2002-03-01T00:00:00	14	69	39	8	35	21	96	99	90	90	91	91	94	10	27	18	70	20	89	62	32	60	35	95	31	-0.147059
ZMBA	2002-03-08T00:00:00	16	63	37	8	50	18	92	3	96	96	86	88	94	12	15	19	70	3	90	56	43	20	35	95	31	0.586207
ZMBA	2002-03-15T00:00:00	16	62	38	8	10	6	28	23	96	96	98	88	94	5	16	20	71	59	89	14	40	23	35	95	31	-0.043478
ZMBA	2002-03-22T00:00:00	15	63	39	8	33	3	4	61	96	96	93	89	94	10	13	21	71	24	89	3	42	24	37	95	31	-0.068182
ZMBA	2002-03-29T00:00:00	17	58	38	8	10	4	10	2	96	96	80	87	75	7	8	26	72	58	88	5	46	29	37	95	31	0.292683
ZMBA	2002-04-05T00:00:00	6	56	70	17	29	5	7	95	97	97	60	90	88	10	23	32	77	21	87	5	46	22	38	95	31	-0.339623
ZMBA	2002-04-12T00:00:00	7	51	69	17	6	4	4	2	98	98	75	87	88	5	10	33	77	72	88	3	56	34	39	95	31	0.428571
ZMBA	2002-04-19T00:00:00	6	54	69	17	41	4	7	87	97	97	28	88	88	11	10	32	77	6	87	4	53	32	39	95	31	-0.1
ZMBA	2002-04-26T00:00:00	6	53	70	17	13	3	3	71	97	97	50	89	88	6	15	32	77	44	87	3	55	34	38	95	31	-0.088889
ZMBA	2002-05-03T00:00:00	6	54	69	16	35	12	84	76	97	97	31	89	88	10	15	32	77	13	87	47	55	34	38	95	31	0
ZMBA	2002-05-10T00:00:00	6	54	69	17	6	9	80	89	97	97	56	89	89	4	13	32	77	71	88	43	53	34	39	95	31	-0.073171
ZMBA	2002-05-17T00:00:00	22	91	30	3	24	7	43	96	96	96	57	91	96	8	23	13	85	29	89	21	55	40	40	95	31	-0.157895
ZMBA	2002-05-24T00:00:00	22	93	31	3	43	27	91	100	96	96	48	93	96	12	24	13	84	1	89	61	51	32	39	95	31	-0.21875
ZMBA	2002-05-31T00:00:00	22	92	31	3	27	5	10	92	96	96	55	93	96	9	30	12	84	23	89	6	49	32	13	95	31	0
ZMBA	2002-06-07T00:00:00	22	90	31	3	6	27	88	93	96	96	68	93	96	4	41	12	85	72	89	58	49	37	13	95	31	-0.08
ZMBA	2002-06-14T00:00:00	21	94	32	3	38	14	38	99	96	96	49	95	96	11	65	13	84	7	89	23	47	26	13	95	31	-0.26087
ZMBA	2002-06-21T00:00:00	22	91	31	3	23	12	20	26	96	96	56	93	96	8	44	13	84	26	90	14	72	40	16	95	31	0.352941
ZMBA	2002-06-28T00:00:00	22	93	31	3	23	13	28	57	96	96	56	93	96	8	44	12	85	28	90	19	71	37	19	95	31	-0.043478
ZMBA	2002-07-05T00:00:00	22	94	31	3	40	11	16	17	96	96	50	93	96	11	34	12	84	6	90	12	73	39	18	95	31	0.004545
ZMBA	2002-07-12T00:00:00	22	91	30	3	16	6	8	6	95	95	59	92	96	7	31	12	85	38	90	6	83	50	17	95	31	0.085973
ZMBA	2002-07-19T00:00:00	22	91	30	3	23	4	2	19	95	95	57	92	96	9	19	39	85	26	89	2	82	54	35	95	31	-0.041667
ZMBA	2002-07-26T00:00:00	22	90	30	3	23	4	4	2	94	94	57	91	96	9	13	40	85	28	90	3	87	56	30	95	31	0.086957
ZMBA	2002-08-02T00:00:00	22	89	30	3	6	5	5	3	92	92	69	91	96	5	5	40	85	67	91	4	83	53	28	95	31	0.084
ZMBA	2002-08-09T00:00:00	22	90	30	3	11	3	2	64	92	92	63	91	95	7	14	39	85	45	90	2	81	47	20	95	31	-0.110701
ZMBA	2002-08-16T00:00:00	24	91	30	2	8	7	33	99	95	95	71	94	97	6	27	5	89	56	91	18	89	44	13	95	31	-0.33195
ZMBA	2002-08-23T00:00:00	24	93	30	2	33	7	24	95	93	93	65	95	97	11	19	6	89	16	90	14	95	46	20	95	31	0
ZMBA	2002-08-30T00:00:00	23	91	30	2	19	8	41	99	90	90	66	96	97	8	27	6	89	35	90	22	91	42	22	95	31	-0.130435
ZMBA	2002-09-06T00:00:00	23	91	31	2	19	13	76	97	90	90	79	96	97	8	28	6	89	36	91	44	98	55	20	95	31	-0.071429
ZMBA	2002-09-13T00:00:00	23	94	31	2	28	13	77	99	89	89	75	97	97	10	37	6	89	25	90	44	99	58	14	95	31	-0.146154
ZMBA	2002-09-20T00:00:00	23	91	34	2	9	22	88	100	92	92	86	97	97	6	52	6	89	59	90	55	97	48	14	95	31	-0.333333
ZMBA	2002-09-27T00:00:00	23	93	32	2	22	29	91	65	94	94	77	97	97	9	56	6	90	29	90	61	97	49	23	95	31	0.216216
ZMBA	2002-10-04T00:00:00	22	96	34	2	32	21	54	99	95	95	72	98	97	11	54	6	90	16	90	35	97	39	31	95	31	-0.333333
ZMBA	2002-10-11T00:00:00	23	92	32	2	23	7	5	11	98	98	75	97	97	10	54	6	90	24	91	4	98	60	37	95	31	0.5
ZMBA	2002-10-18T00:00:00	23	94	32	2	38	5	3	26	97	97	82	97	97	12	47	6	90	5	90	3	98	60	38	95	31	0.055556
ZMBA	2002-10-25T00:00:00	23	92	32	2	13	5	2	34	96	96	93	97	97	8	44	6	90	38	90	2	97	48	33	95	31	0
ZMBA	2002-11-01T00:00:00	23	93	34	2	9	4	3	98	97	97	98	98	97	6	70	6	90	57	89	2	98	54	41	95	31	-0.315789
ZMBA	2002-11-08T00:00:00	25	90	29	2	37	3	2	1	100	100	82	91	97	12	14	6	90	2	95	1	92	46	87	95	31	2.846154
ZMBA	2002-11-15T00:00:00	26	88	27	3	27	2	1	31	100	100	41	94	99	13	15	9	92	13	94	1	94	61	91	95	31	-0.28
ZMBA	2002-11-22T00:00:00	25	88	28	3	9	3	6	72	100	100	51	96	99	8	33	9	92	48	92	3	94	69	94	95	31	-0.25
ZMBA	2002-11-29T00:00:00	26	89	27	3	8	2	2	45	100	100	55	95	99	6	30	10	92	60	93	1	94	66	94	95	31	0.185185
ZMBA	2002-12-06T00:00:00	25	89	28	3	10	5	43	91	100	100	48	96	99	26	28	11	92	39	92	21	94	69	93	95	31	-0.1875
ZMBA	2002-12-13T00:00:00	25	90	28	3	12	6	44	87	100	100	53	96	99	23	19	10	92	53	92	22	94	73	94	95	31	-0.153846
ZMBA	2002-12-20T00:00:00	25	91	29	3	12	5	38	99	100	100	54	97	99	22	35	11	92	58	92	17	94	72	95	95	31	-0.172727
ZMBA	2002-12-27T00:00:00	24	92	30	3	20	2	4	100	100	100	46	97	99	28	33	10	92	29	89	2	94	72	95	95	31	-0.120879
ZMBA	2003-01-03T00:00:00	24	93	30	3	26	65	96	96	100	100	43	98	99	30	34	11	92	20	88	88	94	75	91	95	31	0
ZMBA	2003-01-10T00:00:00	25	93	29	3	14	30	89	42	100	100	48	97	99	26	35	10	92	35	88	62	94	76	90	95	31	0.125
ZMBA	2003-01-17T00:00:00	24	93	31	3	30	8	28	99	98	98	34	98	99	32	38	10	92	13	88	12	94	75	93	95	31	-0.222222
ZMBA	2003-01-24T00:00:00	24	91	30	3	9	17	72	86	98	98	52	98	99	23	45	10	92	54	88	41	94	69	91	95	31	0
ZMBA	2003-01-31T00:00:00	25	90	28	3	9	6	22	1	100	100	57	96	99	21	21	10	92	66	91	10	94	76	97	95	31	0.785714
ZMBA	2003-02-07T00:00:00	26	88	26	3	10	5	15	1	100	100	49	94	99	25	22	10	92	46	92	8	94	78	96	95	31	0.36
ZMBA	2003-02-14T00:00:00	26	88	26	3	30	4	3	4	100	100	34	95	99	32	7	10	92	12	93	3	94	78	96	95	31	0

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