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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 ⌀
ZMX	2001-04-13T00:00:00	7	85	25	23	27	27	29	50	13	13	9	68	91	94	23	37	91	33	61	25	66	94	84	50	50	-0.007937
ZMX	2001-04-20T00:00:00	7	85	25	23	26	41	81	56	12	12	24	68	92	95	35	37	91	65	60	62	65	92	81	50	50	0.008
ZMX	2001-04-27T00:00:00	7	83	25	23	26	52	89	26	14	14	17	68	92	94	21	37	91	48	61	72	47	86	79	50	50	0.073016
ZMX	2001-05-04T00:00:00	7	85	24	23	28	54	88	16	16	16	11	67	92	94	11	37	91	34	62	73	42	83	72	50	50	0.08432
ZMX	2001-05-11T00:00:00	53	84	55	36	26	54	86	22	14	14	58	68	91	92	9	47	86	48	79	72	41	82	69	50	50	0.006821
ZMX	2001-05-18T00:00:00	54	84	55	40	26	55	85	35	13	13	60	67	91	91	11	44	86	47	81	72	41	81	68	50	50	0.02168
ZMX	2001-05-25T00:00:00	54	85	55	41	28	58	88	67	14	14	48	69	90	91	14	44	85	22	80	75	46	79	69	50	50	-0.025199
ZMX	2001-06-01T00:00:00	55	85	55	40	25	61	91	73	16	16	58	69	91	91	18	44	86	44	80	78	47	78	71	50	50	-0.034014
ZMX	2001-06-08T00:00:00	55	85	56	40	25	58	74	79	16	16	63	69	91	91	19	44	86	56	80	69	50	77	73	50	50	-0.014085
ZMX	2001-06-15T00:00:00	55	86	55	41	25	55	63	47	15	15	51	69	91	91	15	44	86	29	80	61	50	77	73	50	50	0.01
ZMX	2001-06-22T00:00:00	56	85	55	41	23	66	81	80	21	21	67	69	91	91	25	44	85	67	79	78	56	79	74	50	50	-0.080622
ZMX	2001-06-29T00:00:00	58	87	56	41	24	76	89	91	22	22	54	71	91	91	37	44	85	36	78	88	68	66	83	50	50	-0.061538
ZMX	2001-07-06T00:00:00	57	88	56	41	26	75	86	58	21	21	41	70	91	91	32	43	86	8	79	86	72	60	81	50	50	0.034426
ZMX	2001-07-13T00:00:00	56	85	55	41	27	71	78	12	28	28	41	69	91	92	24	40	86	4	80	79	79	65	79	50	50	0.10935
ZMX	2001-07-20T00:00:00	55	85	55	41	24	64	60	16	27	27	53	68	91	90	20	40	86	30	79	65	81	60	90	50	50	0.014286
ZMX	2001-07-27T00:00:00	53	81	55	53	24	57	47	52	26	26	40	69	89	94	26	43	88	51	84	51	71	32	57	50	50	-0.035211
ZMX	2001-08-03T00:00:00	53	82	55	53	26	51	34	63	25	25	39	70	93	94	37	43	88	15	83	40	76	36	47	50	50	-0.007299
ZMX	2001-08-10T00:00:00	52	82	55	52	27	56	49	44	24	24	39	69	92	94	39	47	88	9	86	51	75	31	34	50	50	0
ZMX	2001-08-17T00:00:00	53	82	55	49	24	42	26	65	24	24	39	70	92	93	40	48	88	32	85	32	59	45	47	50	50	-0.036765
ZMX	2001-08-24T00:00:00	54	81	55	48	23	32	14	82	25	25	44	70	92	93	50	57	88	66	84	20	78	43	46	50	50	-0.045802
ZMX	2001-08-31T00:00:00	54	82	55	48	26	39	29	67	23	23	43	70	92	93	55	57	88	6	85	32	71	34	50	50	50	-0.0048
ZMX	2001-09-07T00:00:00	53	81	55	48	23	61	76	16	23	23	48	69	92	93	48	57	88	29	85	71	80	33	51	50	50	0.045016
ZMX	2001-09-14T00:00:00	53	81	55	48	50	64	77	14	23	23	44	69	92	93	44	57	88	15	86	73	78	41	60	50	50	0
ZMX	2001-09-21T00:00:00	52	77	54	48	50	54	58	15	10	10	52	68	92	93	30	56	88	42	85	56	80	42	74	50	50	-0.023077
ZMX	2001-09-28T00:00:00	52	77	55	47	46	52	52	50	8	8	63	68	91	93	33	56	88	73	85	52	83	45	76	50	50	-0.012598
ZMX	2001-10-05T00:00:00	53	80	55	47	45	55	58	70	9	9	44	69	91	93	42	56	88	16	85	57	86	28	77	50	50	-0.043062
ZMX	2001-10-12T00:00:00	54	82	56	47	45	49	40	82	8	8	21	70	91	93	54	57	88	15	84	43	86	27	78	50	50	-0.025
ZMX	2001-10-19T00:00:00	54	82	56	47	44	42	24	78	8	8	23	70	91	93	59	57	88	17	83	30	87	30	80	50	50	-0.013675
ZMX	2001-10-26T00:00:00	54	83	56	47	45	42	29	76	7	7	25	71	91	93	59	53	88	22	81	33	87	37	80	50	50	-0.001733
ZMX	2001-11-02T00:00:00	54	81	56	47	46	57	69	58	7	7	38	70	91	93	68	53	88	51	81	63	83	25	76	50	50	0.006944
ZMX	2001-11-09T00:00:00	42	80	52	61	42	59	73	41	8	8	31	71	92	95	71	80	87	53	82	67	82	27	80	50	50	0.031034
ZMX	2001-11-16T00:00:00	44	82	52	60	42	73	84	34	8	8	18	71	92	95	60	80	86	25	82	81	76	20	77	50	50	0.036789
ZMX	2001-11-23T00:00:00	45	82	53	60	41	64	64	59	8	8	21	71	92	95	56	80	86	37	81	65	87	27	79	50	50	-0.016129
ZMX	2001-11-30T00:00:00	44	82	53	60	42	55	45	23	10	10	16	71	92	95	50	79	86	18	82	49	80	22	78	50	50	0.04918
ZMX	2001-12-07T00:00:00	45	82	53	60	42	49	33	71	12	12	29	72	92	95	72	79	86	63	80	38	82	37	82	50	50	-0.03125
ZMX	2001-12-14T00:00:00	44	80	52	60	42	47	27	9	20	20	25	70	92	95	69	79	86	50	81	33	63	18	79	50	50	0.096774
ZMX	2001-12-21T00:00:00	44	82	53	60	41	44	23	66	22	22	17	71	92	95	70	80	86	21	81	29	75	29	79	50	50	-0.051471
ZMX	2001-12-28T00:00:00	45	83	53	60	38	45	29	66	22	22	21	72	92	95	66	80	86	34	80	33	78	33	80	50	50	0
ZMX	2002-01-04T00:00:00	45	84	53	60	39	45	44	67	21	21	12	72	92	95	74	80	86	2	80	41	83	44	80	50	50	0.015504
ZMX	2002-01-11T00:00:00	45	84	53	60	39	49	57	82	21	21	13	73	92	94	82	80	86	7	80	52	84	48	86	50	50	-0.038168
ZMX	2002-01-18T00:00:00	45	84	53	60	40	43	43	59	20	20	21	73	92	95	84	80	86	30	80	39	84	48	86	50	50	-0.007937
ZMX	2002-01-25T00:00:00	45	83	53	60	40	55	71	67	18	18	30	73	92	95	81	80	86	48	80	67	84	48	86	50	50	0
ZMX	2002-02-01T00:00:00	45	83	53	60	40	40	43	25	19	19	15	72	92	95	77	79	86	14	80	38	85	32	85	50	50	0.04
ZMX	2002-02-08T00:00:00	44	82	52	59	40	68	86	8	19	19	24	71	92	95	75	79	86	35	81	82	89	38	83	50	50	0.044615
ZMX	2002-02-15T00:00:00	43	82	52	60	40	50	51	23	18	18	28	71	92	95	74	79	86	46	81	49	89	42	82	50	50	0.001473
ZMX	2002-02-22T00:00:00	43	82	52	59	40	45	37	4	18	18	16	69	92	95	46	83	86	17	81	38	90	50	80	50	50	0.058824
ZMX	2002-03-01T00:00:00	43	80	52	59	40	43	37	28	15	15	24	70	92	95	41	80	86	38	81	35	91	52	78	50	50	0.006944
ZMX	2002-03-08T00:00:00	44	82	52	59	39	33	17	53	14	14	22	70	92	95	43	80	86	32	80	19	92	74	79	50	50	-0.002759
ZMX	2002-03-15T00:00:00	44	83	53	59	40	37	34	80	16	16	25	71	92	95	55	81	86	39	80	32	91	80	79	50	50	-0.031812
ZMX	2002-03-22T00:00:00	45	84	53	59	41	36	31	90	17	17	12	72	92	94	57	82	87	2	79	30	85	74	80	50	50	-0.042857
ZMX	2002-03-29T00:00:00	46	83	54	57	41	48	63	68	17	17	24	72	91	92	48	84	87	37	78	56	85	74	79	50	50	0.019403
ZMX	2002-04-05T00:00:00	47	84	54	57	41	64	87	48	16	16	20	71	91	92	36	84	87	24	78	78	87	82	79	50	50	0.010249
ZMX	2002-04-12T00:00:00	40	52	31	63	42	62	81	75	15	15	12	72	91	95	50	4	90	15	88	74	86	79	80	50	50	-0.030435
ZMX	2002-04-19T00:00:00	40	53	30	63	43	75	94	74	13	13	9	72	91	96	48	4	90	4	89	88	85	78	80	50	50	0.001495
ZMX	2002-04-26T00:00:00	39	50	30	63	42	74	86	48	11	11	31	72	91	96	34	4	90	57	89	84	88	84	79	50	50	0.004478
ZMX	2002-05-03T00:00:00	45	47	72	33	42	70	68	59	8	8	48	70	88	94	36	1	97	47	86	72	87	86	79	50	50	-0.007429
ZMX	2002-05-10T00:00:00	44	46	71	33	42	53	39	13	11	11	51	69	87	94	28	1	97	70	87	44	91	84	83	50	50	0.047904
ZMX	2002-05-17T00:00:00	42	51	70	36	42	37	21	50	10	10	29	70	86	94	40	99	97	1	85	25	87	79	83	50	50	-0.005714
ZMX	2002-05-24T00:00:00	42	47	70	36	18	40	25	45	9	9	51	70	86	94	42	99	97	58	85	29	86	77	82	50	50	-0.015805
ZMX	2002-05-31T00:00:00	42	49	70	37	19	46	39	50	7	7	32	70	86	94	49	99	97	9	85	40	86	71	87	50	50	-0.00292
ZMX	2002-06-07T00:00:00	42	47	70	37	19	38	26	16	7	7	40	69	85	94	43	99	97	31	86	30	88	77	87	50	50	0.01757
ZMX	2002-06-14T00:00:00	41	45	70	37	20	36	25	32	7	7	53	69	85	94	44	99	97	63	86	28	86	87	84	50	50	-0.017266
ZMX	2002-06-21T00:00:00	42	48	70	37	23	42	43	46	6	6	30	69	85	94	52	99	97	4	86	41	85	89	88	50	50	-0.007321
ZMX	2002-06-28T00:00:00	42	46	70	37	21	42	41	60	5	5	42	69	85	94	63	99	97	37	86	40	79	80	81	50	50	-0.019174
ZMX	2002-07-05T00:00:00	42	46	69	37	23	56	77	36	5	5	32	68	85	94	51	99	97	10	86	68	81	81	78	50	50	0.003008
ZMX	2002-07-12T00:00:00	41	45	70	37	23	49	59	28	4	4	30	68	85	88	29	99	97	3	86	54	81	81	79	50	50	-0.010495
ZMX	2002-07-19T00:00:00	41	42	69	37	22	49	55	23	3	3	46	68	85	89	21	99	98	46	86	51	87	83	79	50	50	-0.007576
ZMX	2002-07-26T00:00:00	44	85	64	81	23	46	55	35	3	3	57	68	85	88	30	99	98	69	80	49	77	85	84	50	50	-0.022901
ZMX	2002-08-02T00:00:00	44	86	65	81	22	59	75	66	3	3	57	69	85	88	41	99	98	59	80	70	75	85	82	50	50	-0.048437
ZMX	2002-08-09T00:00:00	43	86	65	80	22	60	70	65	4	4	57	69	87	88	47	2	98	73	76	67	84	87	84	50	50	0.001642
ZMX	2002-08-16T00:00:00	41	91	66	78	28	59	58	77	3	3	44	69	87	88	51	3	97	1	74	59	83	85	71	50	50	-0.016393
ZMX	2002-08-23T00:00:00	41	90	66	78	25	54	49	78	3	3	53	70	87	88	62	3	97	46	74	51	98	89	88	50	50	-0.008333
ZMX	2002-08-30T00:00:00	41	90	66	78	26	61	63	74	3	3	51	70	86	88	57	3	97	42	74	63	92	86	90	50	50	-0.016807
ZMX	2002-09-06T00:00:00	40	89	66	78	26	68	74	46	2	2	51	69	86	88	51	3	97	44	74	73	93	87	92	50	50	0.011966
ZMX	2002-09-13T00:00:00	40	88	66	78	24	74	79	39	2	2	71	69	87	88	37	3	98	68	74	79	93	88	93	50	50	0.005068
ZMX	2002-09-20T00:00:00	40	89	65	78	27	71	75	41	3	3	59	69	86	87	27	3	98	28	74	75	88	79	85	50	50	-0.02521
ZMX	2002-09-27T00:00:00	41	87	66	78	26	60	49	65	4	4	65	69	86	87	38	3	98	43	73	54	83	77	70	50	50	-0.051724
ZMX	2002-10-04T00:00:00	41	87	66	77	27	54	45	61	4	4	64	70	86	88	51	3	98	41	73	48	85	76	75	50	50	-0.036364
ZMX	2002-10-11T00:00:00	41	90	66	77	29	50	35	84	10	10	56	70	87	87	66	3	98	20	72	40	81	73	66	50	50	-0.096226
ZMX	2002-10-18T00:00:00	41	92	67	77	28	45	26	91	9	9	53	72	86	87	73	3	98	28	73	31	72	72	77	50	50	-0.035491
ZMX	2002-10-25T00:00:00	42	91	67	77	25	46	28	88	9	9	65	72	87	87	77	3	98	51	73	34	73	76	78	50	50	-0.004329
ZMX	2002-11-01T00:00:00	42	91	68	77	21	50	41	88	8	8	69	73	87	87	77	3	98	63	73	44	72	60	92	50	50	-0.01087
ZMX	2002-11-08T00:00:00	41	92	67	76	22	51	51	51	10	10	51	72	87	87	79	3	98	19	73	50	75	60	94	50	50	0.032967
ZMX	2002-11-15T00:00:00	35	92	47	44	21	54	54	58	10	10	38	73	87	92	78	21	83	44	69	54	74	57	94	50	50	0
ZMX	2002-11-22T00:00:00	35	96	47	45	23	49	41	47	10	10	23	73	87	92	78	75	83	1	69	44	65	33	93	50	50	0.021277
ZMX	2002-11-29T00:00:00	35	96	47	45	22	49	42	70	10	10	26	74	87	93	75	74	83	9	69	45	58	20	89	50	50	-0.010417
ZMX	2002-12-06T00:00:00	35	96	47	45	22	39	24	74	10	10	25	74	87	93	81	74	83	7	70	29	59	23	91	50	50	-0.027368
ZMX	2002-12-13T00:00:00	35	92	47	45	21	31	14	56	9	9	40	74	87	90	76	74	83	52	70	19	59	17	90	50	50	-0.006494
ZMX	2002-12-20T00:00:00	35	93	47	45	22	28	12	46	6	6	32	73	87	90	80	74	83	25	69	16	58	19	86	50	50	0.010893
ZMX	2002-12-27T00:00:00	34	92	46	45	21	25	10	7	15	15	19	73	87	90	72	74	83	58	69	13	63	13	93	50	50	0.077586
ZMX	2003-01-03T00:00:00	34	92	46	45	21	26	20	6	17	17	13	72	87	88	69	74	83	30	70	17	57	7	99	50	50	0.06
ZMX	2003-01-10T00:00:00	34	91	46	45	22	26	23	11	17	17	13	72	87	88	65	74	84	32	71	19	59	7	98	50	50	0.04717
ZMX	2003-01-17T00:00:00	33	91	46	45	22	23	31	14	17	17	18	72	87	88	62	74	84	39	71	20	48	11	91	50	50	0.010811
ZMX	2003-01-24T00:00:00	34	91	46	45	22	20	25	52	22	22	24	73	87	88	60	74	83	52	71	16	42	7	92	50	50	-0.055258
ZMX	2003-01-31T00:00:00	34	94	46	45	23	22	19	71	24	24	10	73	87	88	55	74	84	17	71	15	41	6	75	50	50	-0.04717
ZMX	2003-02-07T00:00:00	34	92	46	45	22	24	32	46	22	22	18	73	87	88	45	74	83	38	71	24	41	7	72	50	50	0.005941
ZMX	2003-02-14T00:00:00	33	91	46	45	23	27	40	46	20	20	21	73	87	87	39	74	84	48	71	31	38	6	76	50	50	0
ZMX	2003-02-21T00:00:00	33	90	46	45	21	39	81	11	25	25	14	72	87	88	27	74	83	30	71	60	43	9	66	50	50	0.070866
ZMX	2003-02-28T00:00:00	33	88	45	45	20	46	87	4	33	33	28	70	87	87	16	66	83	67	71	70	61	6	63	50	50	0.110294
ZMX	2003-03-07T00:00:00	31	80	43	45	9	55	86	1	73	73	21	65	87	88	5	66	83	47	73	75	69	27	76	50	50	0.430464

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