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	2003-02-21T00:00:00	26	87	26	3	13	3	2	1	100	100	45	93	99	27	2	11	92	36	95	2	94	80	95	95	31	0.294118
ZMBA	2003-02-28T00:00:00	27	84	24	3	15	3	7	1	100	100	44	91	99	27	1	12	91	34	96	3	94	76	96	95	31	0.272727
ZMBA	2003-03-07T00:00:00	26	88	26	3	10	3	11	73	100	100	90	94	99	26	10	12	91	43	95	5	94	85	95	95	31	-0.357143
ZMBA	2003-03-14T00:00:00	26	87	26	3	8	2	7	84	100	100	95	94	99	22	4	12	92	63	74	3	94	84	95	95	31	-0.055556
ZMBA	2003-03-21T00:00:00	26	87	25	3	29	2	3	41	100	100	82	93	99	33	1	12	92	11	73	2	93	81	92	95	31	0.176471
ZMBA	2003-03-28T00:00:00	26	89	27	3	9	26	98	99	100	100	90	95	99	28	4	12	92	36	72	64	92	76	89	95	31	-0.3
ZMBA	2003-04-04T00:00:00	91	89	42	7	14	58	100	86	100	100	45	95	93	32	2	9	93	20	71	82	96	75	89	95	31	0.071429
ZMBA	2003-04-11T00:00:00	91	88	42	7	11	59	100	37	99	99	46	94	93	29	11	9	93	28	71	83	96	73	89	95	31	0.133333
ZMBA	2003-04-18T00:00:00	91	88	42	7	21	79	93	70	99	99	33	95	93	70	5	9	93	8	71	90	95	80	93	95	31	-0.058824
ZMBA	2003-04-25T00:00:00	91	86	41	7	8	88	100	8	99	99	55	94	93	57	2	9	93	58	72	96	92	80	95	95	31	0.1875
ZMBA	2003-05-02T00:00:00	91	88	42	7	8	64	53	98	99	99	52	95	93	59	4	9	93	50	71	59	92	83	94	95	31	-0.157895
ZMBA	2003-05-09T00:00:00	91	90	43	7	15	56	46	94	98	98	39	96	93	67	30	9	93	16	71	50	93	85	95	95	31	-0.0625
ZMBA	2003-05-16T00:00:00	91	86	59	5	10	68	78	91	96	96	51	96	99	66	24	5	74	35	74	78	94	87	95	95	31	0
ZMBA	2003-05-23T00:00:00	91	84	59	5	17	22	14	21	96	96	45	95	99	66	24	5	74	14	75	15	93	86	96	95	31	0.133333
ZMBA	2003-05-30T00:00:00	91	86	59	5	9	26	15	97	96	96	56	96	99	66	40	5	74	59	75	16	97	92	97	95	31	-0.117647
ZMBA	2003-06-06T00:00:00	90	84	59	5	24	46	53	19	95	95	44	95	99	66	37	5	74	7	76	49	97	92	96	95	31	0.233333
ZMBA	2003-06-13T00:00:00	91	85	59	5	10	31	22	96	95	95	54	96	99	66	42	5	75	45	75	23	97	93	96	95	31	-0.135135
ZMBA	2003-06-20T00:00:00	91	85	59	5	11	70	86	25	95	95	52	96	99	66	44	5	74	40	77	83	96	88	95	95	31	0.0625
ZMBA	2003-06-27T00:00:00	91	86	59	5	27	27	16	46	94	94	44	96	99	66	31	6	74	8	76	17	97	89	95	95	31	0
ZMBA	2003-07-04T00:00:00	91	84	59	5	15	19	22	16	93	93	49	95	99	66	24	6	74	22	75	16	97	87	95	95	31	0.058824
ZMBA	2003-07-11T00:00:00	90	64	58	5	8	18	14	1	100	100	57	90	99	66	3	6	75	63	83	11	86	77	84	95	31	1.333333
ZMBA	2003-07-18T00:00:00	90	68	58	5	27	43	50	13	100	100	42	91	99	55	5	6	75	2	83	46	77	84	65	95	31	-0.119048
ZMBA	2003-07-25T00:00:00	90	65	58	5	8	18	4	3	100	100	54	90	99	55	4	6	75	49	84	8	69	83	65	95	31	0.081081
ZMBA	2003-08-01T00:00:00	90	68	58	5	21	53	59	69	100	100	45	91	99	55	11	6	75	12	82	57	49	76	56	95	31	-0.075
ZMBA	2003-08-08T00:00:00	90	67	58	5	10	23	7	37	100	100	51	91	99	56	5	4	74	37	71	12	48	75	55	95	31	0
ZMBA	2003-08-15T00:00:00	100	33	77	4	8	32	44	89	100	100	33	92	96	57	11	6	83	70	71	36	60	80	53	95	31	-0.162162
ZMBA	2003-08-22T00:00:00	100	33	77	4	11	36	53	54	100	100	28	91	96	56	28	6	83	35	72	44	59	81	52	95	31	0.129032
ZMBA	2003-08-29T00:00:00	100	34	77	4	10	52	65	99	100	100	34	93	95	57	28	22	83	54	71	60	63	84	50	95	31	-0.114286
ZMBA	2003-09-05T00:00:00	100	35	77	4	23	95	100	77	100	100	6	93	96	57	19	21	83	13	72	99	65	84	52	95	31	0.032258
ZMBA	2003-09-12T00:00:00	100	33	77	4	12	91	100	56	99	99	14	92	95	57	30	22	83	63	72	97	63	83	60	99	92	0.03125
ZMBA	2003-09-19T00:00:00	100	35	78	5	13	95	100	85	95	95	11	93	95	57	87	22	83	44	74	99	68	84	60	99	92	-0.030303
ZMBA	2003-09-26T00:00:00	100	36	77	5	32	94	94	83	94	94	5	94	95	58	69	22	83	6	76	96	68	87	53	99	91	-0.0625
ZMBA	2003-10-03T00:00:00	100	36	78	5	30	96	87	93	93	93	5	94	95	58	93	22	83	9	74	94	68	84	54	99	91	0
ZMBA	2003-10-10T00:00:00	100	37	78	5	13	84	46	95	93	93	16	94	95	58	66	21	83	67	75	68	54	66	9	100	95	-0.033333
ZMBA	2003-10-17T00:00:00	100	40	78	5	25	90	54	99	94	94	7	95	95	57	84	21	83	18	72	76	54	57	10	99	97	-0.137931
ZMBA	2003-10-24T00:00:00	100	40	78	5	40	78	15	77	92	92	3	95	95	57	95	21	83	1	73	46	54	56	8	99	97	0.04
ZMBA	2003-10-31T00:00:00	100	41	78	5	23	77	17	95	88	88	8	95	96	58	82	21	83	22	73	47	50	56	8	98	98	-0.038462
ZMBA	2003-11-07T00:00:00	100	42	79	5	13	84	38	98	87	87	19	96	96	58	55	22	83	64	73	64	32	56	7	99	99	-0.08
ZMBA	2003-11-14T00:00:00	11	42	45	11	25	72	19	96	85	85	20	96	97	52	59	94	85	20	79	45	34	58	8	99	99	-0.043478
ZMBA	2003-11-21T00:00:00	11	46	46	11	18	68	24	100	88	88	22	96	97	50	92	94	86	29	78	45	31	59	8	99	99	-0.181818
ZMBA	2003-11-28T00:00:00	10	53	48	11	33	63	18	100	95	95	18	98	97	55	93	93	86	10	75	38	44	73	4	98	100	-0.333333
ZMBA	2003-12-05T00:00:00	10	50	48	11	33	51	18	85	97	97	20	97	97	58	96	93	86	20	76	32	53	81	4	98	100	0.166667
ZMBA	2003-12-12T00:00:00	11	44	46	10	15	23	11	17	98	98	27	96	97	52	95	93	86	45	76	14	54	88	3	98	99	0.357143
ZMBA	2003-12-19T00:00:00	10	48	48	10	11	31	5	87	98	98	32	97	97	47	98	93	86	72	75	14	44	90	3	99	99	-0.263158
ZMBA	2003-12-26T00:00:00	10	50	48	10	22	20	4	97	99	99	23	97	97	56	99	93	85	34	72	9	48	88	2	99	99	-0.035714
ZMBA	2004-01-02T00:00:00	10	47	47	10	23	10	2	29	98	98	23	97	97	56	99	93	86	32	73	4	46	95	8	99	99	0.259259
ZMBA	2004-01-09T00:00:00	10	48	47	10	22	11	3	45	98	98	23	97	97	56	99	93	86	33	73	5	50	96	14	99	100	-0.058824
ZMBA	2004-01-16T00:00:00	10	51	48	10	23	7	1	80	98	98	26	97	97	67	100	93	86	33	73	3	51	96	12	99	100	-0.0625
ZMBA	2004-01-23T00:00:00	9	51	48	10	18	2	1	98	98	98	28	97	97	66	99	93	86	38	75	1	51	96	11	99	100	-0.033333
ZMBA	2004-01-30T00:00:00	9	51	48	10	12	3	1	46	97	97	33	97	97	64	96	93	86	48	75	1	53	95	10	99	100	0.034483
ZMBA	2004-02-06T00:00:00	9	51	48	10	12	8	50	88	97	97	36	98	97	63	91	93	86	54	75	25	51	93	5	99	100	-0.066667
ZMBA	2004-02-13T00:00:00	9	51	49	10	22	3	2	95	96	96	28	98	97	67	88	93	86	38	76	2	52	90	5	99	100	-0.035714
ZMBA	2004-02-20T00:00:00	9	50	47	10	10	3	2	22	95	95	40	97	97	62	71	92	86	66	77	2	48	92	6	99	100	0.111111
ZMBA	2004-02-27T00:00:00	9	50	48	10	10	3	52	28	94	94	41	97	97	60	65	91	86	72	79	22	48	90	5	99	100	0
ZMBA	2004-03-05T00:00:00	9	52	48	10	36	3	30	40	93	93	21	98	97	71	69	91	86	25	74	12	50	90	5	99	100	0
ZMBA	2004-03-12T00:00:00	9	52	49	10	20	3	9	96	88	88	44	98	97	67	79	91	86	46	74	4	51	90	6	99	100	-0.133333
ZMBA	2004-03-19T00:00:00	10	50	47	10	37	3	2	2	97	97	36	97	97	73	58	91	86	27	78	2	98	100	96	78	25	0.307692
ZMBA	2004-03-26T00:00:00	10	49	47	10	15	3	24	7	96	96	45	97	97	66	49	91	87	56	74	9	98	100	95	87	18	0
ZMBA	2004-04-02T00:00:00	23	89	26	95	27	4	9	2	96	96	61	97	99	67	48	74	85	40	91	4	95	100	93	86	19	0.176471
ZMBA	2004-04-09T00:00:00	23	87	25	95	8	3	3	1	97	97	71	96	99	67	32	74	86	66	91	2	97	100	97	72	20	0.3
ZMBA	2004-04-16T00:00:00	23	88	25	95	7	6	56	40	97	97	79	97	99	68	33	74	86	69	90	27	96	100	97	71	21	-0.153846
ZMBA	2004-04-23T00:00:00	23	89	26	95	25	10	55	63	97	97	63	97	99	68	18	73	86	31	90	29	95	99	98	92	19	-0.045455
ZMBA	2004-04-30T00:00:00	24	87	25	95	41	8	47	3	97	97	50	96	99	68	15	73	86	8	91	24	99	100	98	95	28	0.238095
ZMBA	2004-05-07T00:00:00	23	88	25	95	44	8	13	23	97	97	47	96	99	70	14	73	86	2	91	7	98	100	99	92	28	-0.076923
ZMBA	2004-05-14T00:00:00	100	22	83	5	37	23	96	42	97	97	23	96	99	82	20	8	90	12	85	62	97	100	99	92	29	-0.041667
ZMBA	2004-05-21T00:00:00	100	31	84	5	39	23	88	98	97	97	20	97	100	83	6	8	90	9	85	58	97	100	96	91	26	-0.173913
ZMBA	2004-05-28T00:00:00	100	28	83	5	8	45	98	76	97	97	39	97	99	83	2	8	90	57	85	75	95	100	96	88	25	0.078947
ZMBA	2004-06-04T00:00:00	100	32	84	5	10	78	100	97	97	97	38	97	99	83	3	8	90	51	85	92	96	100	96	88	31	-0.097561
ZMBA	2004-06-11T00:00:00	100	33	84	5	39	50	95	75	96	96	20	97	100	83	11	8	90	9	86	76	96	100	95	86	33	0.027027
ZMBA	2004-06-18T00:00:00	100	38	84	5	40	46	74	98	95	95	19	97	100	83	6	8	90	6	85	62	95	100	96	91	38	-0.105263
ZMBA	2004-06-25T00:00:00	100	42	84	5	23	80	100	98	95	95	29	98	100	83	6	8	90	27	84	93	94	100	94	96	35	-0.058824
ZMBA	2004-07-02T00:00:00	100	42	84	5	30	74	97	89	94	94	26	98	100	83	15	8	90	21	84	88	94	100	94	96	21	0
ZMBA	2004-07-09T00:00:00	100	33	84	5	35	74	88	11	94	94	22	97	100	83	2	8	90	13	84	85	94	100	87	95	16	0.15625
ZMBA	2004-07-16T00:00:00	100	41	84	5	7	38	20	79	95	95	39	98	99	73	2	33	90	55	83	26	93	99	83	95	15	-0.135135
ZMBA	2004-07-23T00:00:00	100	43	84	5	21	54	29	94	95	95	30	98	99	73	2	33	90	30	82	39	93	99	83	95	15	-0.125
ZMBA	2004-07-30T00:00:00	100	43	84	5	16	33	18	80	94	94	32	98	99	74	7	33	90	36	81	21	95	99	86	91	14	0.035714
ZMBA	2004-08-06T00:00:00	100	47	85	5	31	38	19	93	94	94	30	98	99	74	17	33	90	18	81	25	89	95	81	99	9	-0.137931
ZMBA	2004-08-13T00:00:00	23	96	26	7	25	22	14	94	93	93	28	98	99	66	15	3	88	26	63	15	86	96	80	99	10	-0.08
ZMBA	2004-08-20T00:00:00	23	96	26	7	22	19	14	100	91	91	29	98	99	66	16	3	87	30	62	14	89	93	94	99	9	-0.130435
ZMBA	2004-08-27T00:00:00	23	94	26	7	16	19	8	34	96	96	29	98	99	64	25	4	87	38	65	11	87	85	94	87	7	0.2
ZMBA	2004-09-03T00:00:00	23	94	25	7	6	38	72	46	94	94	52	98	99	58	21	4	87	65	66	55	87	85	94	88	8	0
ZMBA	2004-09-10T00:00:00	23	94	25	7	6	13	18	14	94	94	52	98	99	58	31	4	87	65	68	13	86	74	86	76	7	0.083333
ZMBA	2004-09-17T00:00:00	23	97	26	7	29	8	7	96	94	94	36	98	99	68	25	4	87	22	70	6	88	61	87	74	9	-0.115385
ZMBA	2004-09-24T00:00:00	23	95	26	7	13	10	13	18	94	94	44	98	99	62	18	4	87	45	69	9	86	51	85	71	3	0.086957
ZMBA	2004-10-01T00:00:00	22	97	26	7	32	13	9	87	93	93	34	98	99	69	41	4	87	17	70	9	87	28	85	59	4	-0.08
ZMBA	2004-10-08T00:00:00	22	96	26	7	24	8	6	92	93	93	39	98	99	65	69	4	87	28	67	5	85	31	85	57	4	-0.043478
ZMBA	2004-10-15T00:00:00	22	97	26	7	34	4	2	80	92	92	14	98	99	68	61	4	87	15	67	2	85	34	86	58	4	0
ZMBA	2004-10-22T00:00:00	22	96	27	7	19	8	16	97	91	91	21	99	99	64	50	4	87	34	66	10	84	34	87	58	9	-0.090909
ZMBA	2004-10-29T00:00:00	22	95	27	7	8	10	23	90	90	90	30	98	99	59	68	4	87	54	69	13	86	26	89	56	14	0
ZMBA	2004-11-05T00:00:00	22	98	27	7	21	10	52	97	85	85	18	99	99	64	79	4	88	29	58	27	86	35	86	50	14	-0.05
ZMBA	2004-11-12T00:00:00	23	97	26	7	36	6	7	36	88	88	22	99	99	67	75	27	88	12	49	4	85	35	83	50	15	0.105263
ZMBA	2004-11-19T00:00:00	23	94	27	7	6	10	56	4	92	92	35	98	98	55	69	27	95	61	32	29	88	49	77	47	16	0.190476
ZMBA	2004-11-26T00:00:00	22	94	28	7	11	8	17	73	92	92	32	98	98	57	92	100	95	46	31	9	73	55	34	16	28	-0.112
ZMBA	2004-12-03T00:00:00	23	94	28	7	13	7	7	37	91	91	32	98	98	74	73	100	95	43	32	5	74	55	35	16	27	0.036036
ZMBA	2004-12-10T00:00:00	23	93	27	7	11	9	12	7	91	91	33	98	98	74	59	100	95	46	34	8	77	65	36	8	41	0.130435
ZMBA	2004-12-17T00:00:00	23	93	26	7	38	7	4	2	92	92	23	98	98	79	47	100	95	15	38	4	78	60	17	20	38	0.153846
ZMBA	2004-12-24T00:00:00	23	94	26	7	31	6	6	25	92	92	27	98	98	77	54	100	95	25	39	4	78	50	19	24	32	-0.046667
ZMBA	2004-12-31T00:00:00	23	94	26	7	46	5	4	4	91	91	21	98	98	79	24	100	95	11	41	3	73	49	19	15	36	0.118881
ZMENY	2021-06-18T00:00:00	25	86	51	15	38	1	2	36	95	95	23	32	50	26	50	50	65	77	50	1	49.5	85	16.5	57.5	26.5	-0.041698
ZMENY	2021-06-25T00:00:00	25	85	48	15	38	1	2	5	95	95	15	32	50	37	50	50	65	77	50	1	49.5	85	16.5	57.5	26.5	0.13986

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