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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 ⌀
ZMTX	2000-12-01T00:00:00	3	31	11	1	13	58	28	93	73	73	51	92	97.5	30	78	11	37	90	31	42	40	4	62	50	50	-0.235294
ZMTX	2000-12-08T00:00:00	5	24	10	1	31	46	22	12	90	90	36	88	97.5	35	53	11	37	88	34	32	11	46	75	50	50	0.538462
ZMTX	2000-12-15T00:00:00	4	27	11	1	6	72	64	78	91	91	63	90	97.5	26	67	11	36	89	32	70	5	63	75	50	50	-0.2
ZMTX	2000-12-22T00:00:00	4	32	10	1	6	80	88	86	91	91	69	92	97.5	24	82	11	36	90	31	87	3	43	79	50	50	-0.25
ZMTX	2000-12-29T00:00:00	3	35	11	1	5	69	64	96	89	89	73	93	97.5	23	90	11	36	90	30	69	8	47	82	50	50	-0.125333
ZMTX	2001-01-05T00:00:00	4	29	10	1	5	48	32	32	89	89	74	91	97.5	23	80	10	36	90	32	38	8	68	90	50	50	0.333841
ZMTX	2001-01-12T00:00:00	4	28	11	1	14	47	29	21	86	86	52	91	97.5	37	76	65	36	90	32	37	9	69	90	50	50	0.071429
ZMTX	2001-01-19T00:00:00	3	29	11	1	22	38	19	45	85	85	55	92	97.5	37	78	65	36	90	31	27	10	67	90	50	50	0
ZMTX	2001-01-26T00:00:00	4	27	10	1	7	25	10	23	84	84	61	91	97.5	28	88	55	36	90	32	16	9	67	90	50	50	0.099733
ZMTX	2001-02-02T00:00:00	3	29	10	1	20	62	71	78	84	84	56	92	97.5	36	91	55	36	90	32	67	9	68	89	50	50	-0.090689
ZMTX	2001-02-09T00:00:00	3	28	10	1	6	40	28	56	83	83	44	92	96	27	84	55	36	90	31	33	7	67	88	50	50	-0.008533
ZMTX	2001-02-16T00:00:00	4	24	28	2	9	29	14	95	80	80	46	93	98	29	76	59	35	91	33	20	11	58	87	50	50	-0.125874
ZMTX	2001-02-23T00:00:00	4	31	30	2	14	24	9	100	84	84	46	95	98	33	86	57	35	92	32	15	11	55	79	50	50	-0.307692
ZMTX	2001-03-02T00:00:00	3	34	30	2	9	32	32	98	83	83	47	96	98	30	77	20	35	92	32	28	13	53	84	50	50	-0.138667
ZMTX	2001-03-09T00:00:00	3	33	30	2	19	32	58	84	83	83	47	96	98	35	83	21	36	92	32	41	14	57	81	50	50	0.031992
ZMTX	2001-03-16T00:00:00	3	34	30	2	12	28	36	83	79	79	55	96	98	32	84	22	36	92	32	24	18	54	80	50	50	-0.094
ZMTX	2001-03-23T00:00:00	4	27	29	2	9	37	66	10	88	88	58	94	98	32	78	24	36	91	32	51	14	56	65	50	50	0.311258
ZMTX	2001-03-30T00:00:00	4	35	30	2	6	26	27	91	90	90	69	96	98	30	81	27	36	91	30	20	14	72	70	50	50	-0.263468
ZMTX	2001-04-06T00:00:00	4	54	33	2	6	28	34	100	94	94	68	99	98	33	94	27	35	92	31	28	15	54	66	50	50	-0.464
ZMTX	2001-04-13T00:00:00	3	59	34	2	6	23	9	100	91	91	68	99	97	30	95	27	35	92	30	13	22	57	68	50	50	-0.147122
ZMTX	2001-04-20T00:00:00	4	47	32	2	6	12	2	43	95	95	67	98	97	26	95	27	35	92	31	5	37	64	83	50	50	0.525
ZMTX	2001-04-27T00:00:00	4	40	31	2	5	10	2	13	95	95	70	97	97	24	94	27	35	92	32	5	27	56	82	50	50	0.213115
ZMTX	2001-05-04T00:00:00	4	41	31	2	7	11	4	36	95	95	65	97	98	27	96	28	35	92	32	6	28	58	85	50	50	-0.013514
ZMTX	2001-05-11T00:00:00	4	48	32	2	5	12	8	97	94	94	87	98	98	24	97	36	35	92	34	9	33	60	88	50	50	-0.178082
ZMTX	2001-05-18T00:00:00	3	31	38	2	7	20	55	31	94	94	86	97	94	32	95	67	90	93	29	36	32	62	92	50	50	0.166667
ZMTX	2001-05-25T00:00:00	3	28	37	2	5	12	9	9	94	94	89	97	94	26	84	67	90	93	30	9	28	65	92	50	50	0.128571
ZMTX	2001-06-01T00:00:00	3	29	38	2	9	6	2	36	93	93	83	97	94	35	77	18	90	93	30	3	28	64	92	50	50	-0.063291
ZMTX	2001-06-08T00:00:00	3	29	38	2	8	4	1	44	93	93	85	97	94	33	87	18	90	93	31	2	27	63	91	50	50	0.013514
ZMTX	2001-06-15T00:00:00	2	36	39	2	5	6	5	98	93	93	88	98	94	34	90	18	90	93	29	4	28	59	91	50	50	-0.266667
ZMTX	2001-06-22T00:00:00	3	33	39	2	7	8	47	58	93	93	86	98	94	39	82	18	90	92	30	23	25	58	90	50	50	0.109091
ZMX	1998-01-09T00:00:00	45	81	57	52	27	49	49	95	17	17	94	68	90	71	50.5	56	86	33	73	43	72.5	50.5	66	50	50	-0.007026
ZMX	1998-01-16T00:00:00	45	81	57	52	27	49	49	96	17	17	76	68	90	71	50.5	56	86	33	73	44	72.5	50.5	66	50	50	-0.104885
ZMX	1998-01-23T00:00:00	45	81	57	52	27	49	49	56	80	80	75	68	90	71	50.5	56	86	33	73	44	72.5	50.5	66	50	50	0.015683
ZMX	1998-01-30T00:00:00	45	81	57	52	27	49	49	78	65	65	12	68	90	71	50.5	56	86	33	73	44	72.5	50.5	66	50	50	-0.007783
ZMX	1998-02-06T00:00:00	45	81	57	52	27	49	49	78	49	49	55	68	90	71	50.5	56	86	33	73	44	72.5	50.5	66	50	50	-0.015435
ZMX	1998-02-13T00:00:00	45	81	57	52	27	49	49	66	41	41	8	68	90	71	50.5	56	86	33	73	44	72.5	50.5	66	50	50	0.007839
ZMX	1998-02-20T00:00:00	45	81	57	52	27	49	49	16	66	66	24	68	90	71	50.5	56	86	33	73	43	72.5	50.5	66	50	50	0.109397
ZMX	1998-02-27T00:00:00	45	81	57	52	27	49	49	81	70	70	61	68	90	71	50.5	56	86	33	73	44	72.5	50.5	66	50	50	-0.084473
ZMX	1998-03-06T00:00:00	45	81	57	52	27	26	26	32	66	66	17	68	90	71	50.5	56	86	33	73	26	72.5	50.5	66	50	50	0.046071
ZMX	1998-03-13T00:00:00	45	81	57	52	27	5	5	8	75	75	45	68	90	71	50.5	56	86	33	73	5	72.5	50.5	66	50	50	0.139806
ZMX	1998-03-20T00:00:00	45	81	57	52	27	21	26	37	72	72	9	68	90	71	50.5	56	86	33	73	23	72.5	50.5	66	50	50	-0.038745
ZMX	1998-03-27T00:00:00	45	81	57	52	27	23	27	18	66	66	12	68	90	71	50.5	56	86	33	73	24	72.5	50.5	66	50	50	0.033516
ZMX	1998-04-03T00:00:00	39	81	57	60	27	17	19	71	64	64	19	68	90	71	50.5	56	75	20	73	18	72.5	50.5	66	50	50	-0.0195
ZMX	1998-04-10T00:00:00	39	81	57	60	27	22	29	75	63	63	69	68	90	71	50.5	56	74	84	73	25	72.5	50.5	66	50	50	-0.039667
ZMX	1998-04-17T00:00:00	39	81	57	60	27	79	76	60	60	60	55	68	90	71	50.5	56	74	58	73	78	72.5	50.5	66	50	50	0.013731
ZMX	1998-04-24T00:00:00	45	81	62	37	27	24	24	13	64	64	18	68	90	34	50.5	56	76	17	73	24	72.5	50.5	66	50	50	0.095259
ZMX	1998-05-01T00:00:00	45	81	62	37	27	51	59	33	60	60	32	68	90	30	50.5	56	76	31	73	56	72.5	50.5	66	50	50	-0.018652
ZMX	1998-05-08T00:00:00	45	81	61	38	27	89	91	22	55	55	42	68	90	27	50.5	56	76	39	73	90	72.5	50.5	66	50	50	0.012705
ZMX	1998-05-15T00:00:00	45	81	59	42	27	72	75	18	52	52	23	68	90	30	50.5	56	76	31	73	74	72.5	50.5	66	50	50	0.018768
ZMX	1998-05-22T00:00:00	45	81	60	42	27	79	83	44	45	45	37	68	90	20	50.5	56	76	53	73	82	72.5	50.5	66	50	50	-0.030737
ZMX	1998-05-29T00:00:00	45	81	59	42	27	63	55	23	41	41	50	68	90	11	50.5	56	76	84	73	60	72.5	50.5	66	50	50	0.006404
ZMX	1998-06-05T00:00:00	46	81	59	42	27	46	37	31	38	38	27	68	90	27	50.5	56	76	36	73	41	72.5	50.5	66	50	50	0.006261
ZMX	1998-06-12T00:00:00	46	81	59	42	27	50	44	64	43	43	27	68	90	26	50.5	56	76	37	73	47	72.5	50.5	66	50	50	-0.062526
ZMX	1998-06-19T00:00:00	46	81	59	43	27	82	79	62	39	39	26	68	90	27	50.5	56	76	36	73	82	72.5	50.5	66	50	50	-0.013274
ZMX	1998-06-26T00:00:00	46	81	59	43	27	74	76	77	36	36	47	68	90	12	50.5	56	76	81	73	76	72.5	50.5	66	50	50	-0.020289
ZMX	1998-07-03T00:00:00	47	81	59	43	27	77	78	59	26	26	7	68	90	41	50.5	56	76	10	73	78	72.5	50.5	66	50	50	0.013731
ZMX	1998-07-10T00:00:00	47	81	59	43	27	82	86	68	23	23	13	68	90	37	50.5	56	76	18	73	85	72.5	50.5	66	50	50	-0.013545
ZMX	1998-07-17T00:00:00	47	81	59	43	27	76	74	66	21	21	25	68	90	28	50.5	56	76	35	73	76	72.5	50.5	66	50	50	-0.006866
ZMX	1998-07-24T00:00:00	46	81	59	43	27	82	85	49	17	17	21	68	90	31	50.5	56	76	29	73	85	72.5	50.5	66	50	50	-0.013939
ZMX	1998-07-31T00:00:00	46	81	59	43	27	83	79	60	17	17	30	68	90	24	50.5	56	76	43	73	82	72.5	50.5	66	50	50	-0.042294
ZMX	1998-08-07T00:00:00	46	81	66	10	27	64	53	18	17	17	50	68	90	28	50.5	56	77	36	73	59	72.5	50.5	66	50	50	0.029401
ZMX	1998-08-14T00:00:00	45	81	66	9	27	60	50	25	14	14	45	68	90	14	50.5	56	77	72	73	55	72.5	50.5	66	50	50	-0.007111
ZMX	1998-08-21T00:00:00	45	81	67	9	27	48	31	22	12	12	42	68	90	26	50.5	56	77	39	73	39	72.5	50.5	66	50	50	0
ZMX	1998-08-28T00:00:00	45	81	67	10	27	50	39	33	13	13	49	68	90	14	50.5	56	77	76	73	44	72.5	50.5	66	50	50	-0.064694
ZMX	1998-09-04T00:00:00	45	81	67	10	27	45	35	78	33	33	75	68	90	10	50.5	56	77	85	73	39	72.5	50.5	66	50	50	-0.146247
ZMX	1998-09-11T00:00:00	45	81	67	10	27	43	34	91	33	33	53	68	90	29	50.5	56	77	27	73	38	49	52	12	50	50	-0.099103
ZMX	1998-09-18T00:00:00	45	81	67	9	7	50	49	68	39	39	39	68	90	44	50.5	56	77	3	73	50	45	46	9	50	50	0.060062
ZMX	1998-09-25T00:00:00	45	81	67	9	4	48	43	67	35	35	83	68	90	32	50.5	56	77	22	73	45	52	46	4	50	50	0
ZMX	1998-10-02T00:00:00	45	81	66	9	3	65	70	47	32	32	92	68	90	18	50.5	56	77	47	73	69	51	44	4	50	50	-0.018784
ZMX	1998-10-09T00:00:00	45	81	67	9	4	70	74	32	25	25	81	68	90	33	50.5	56	77	20	73	73	50	53	5	50	50	-0.0193
ZMX	1998-10-16T00:00:00	45	81	67	9	4	72	77	20	29	29	68	68	90	35	50.5	56	77	16	73	76	46	54	3	50	50	0.08992
ZMX	1998-10-23T00:00:00	45	81	67	9	5	71	72	60	25	25	59	68	90	42	50.5	56	77	2	73	72	58	55	3	50	50	-0.027452
ZMX	1998-10-30T00:00:00	45	81	67	9	2	46	34	72	22	22	83	68	90	19	50.5	56	77	42	73	39	60	60	3	50	50	0
ZMX	1998-11-06T00:00:00	46	81	67	9	2	29	17	67	21	21	80	68	90	22	50.5	56	77	36	73	22	57	58	6	50	50	0.028226
ZMX	1998-11-13T00:00:00	47	81	61	100	5	35	24	70	16	16	68	68	90	42	50.5	56	68	3	73	27	56	64	7	50	50	-0.027452
ZMX	1998-11-20T00:00:00	48	81	61	100	5	37	24	50	13	13	74	68	90	43	50.5	56	67	3	73	29	54	54	23	50	50	0.018868
ZMX	1998-11-27T00:00:00	48	81	61	100	3	41	36	79	13	13	80	68	90	31	50.5	56	67	18	73	37	50	59	29	50	50	-0.027852
ZMX	1998-12-04T00:00:00	68	83	67	100	39	54	58	55	12	12	75	63	90	84	50.5	56	67	8	73	57	48	57	24	50	50	0
ZMX	1998-12-11T00:00:00	68	82	67	100	31	60	73	65	11	11	83	64	90	81	50.5	56	67	27	73	68	47	55	23	50	50	-0.028497
ZMX	1998-12-18T00:00:00	69	82	67	100	25	44	45	68	12	12	99	64	90	75	50.5	56	67	70	73	43	49	52	14	50	50	-0.029333
ZMX	1998-12-25T00:00:00	68	81	67	100	33	35	32	44	10	10	84	63	90	46	50.5	56	67	25	73	30	48	55	12	50	50	0.03022
ZMX	1999-01-01T00:00:00	69	84	67	100	39	35	33	77	9	9	79	64	90	47	62	56	66	13	73	31	43	50	16	50	50	-0.019608
ZMX	1999-01-08T00:00:00	70	83	67	100	29	32	28	65	8	8	90	64	90	41	68	56	66	43	73	26	43	46	15	50	50	0.00992
ZMX	1999-01-15T00:00:00	68	84	67	100	43	32	37	33	9	9	66	64	90	40	77	56	66	6	73	31	61	42	12	50	50	0.039607
ZMX	1999-01-22T00:00:00	69	84	67	100	36	28	21	62	10	10	70	65	90	38	77	56	66	14	73	22	70	37	9	50	50	-0.038098
ZMX	1999-01-29T00:00:00	67	83	67	100	35	31	32	23	14	14	70	64	90	38	73	56	66	14	73	29	62	32	9	50	50	0.059569
ZMX	1999-02-05T00:00:00	69	83	67	100	26	31	30	73	18	18	94	65	90	29	81	56	66	59	73	28	59	40	11	50	50	-0.06549
ZMX	1999-02-12T00:00:00	68	84	67	100	30	31	29	58	17	17	79	65	90	35	74	56	66	29	73	28	62	38	10	50	50	-0.02
ZMX	1999-02-19T00:00:00	69	86	67	100	32	36	48	83	19	19	76	66	90	36	75	56	66	23	73	41	67	37	14	50	50	-0.061224
ZMX	1999-02-26T00:00:00	69	84	67	100	26	27	27	60	19	19	94	65	90	30	76	56	66	57	73	24	67	33	14	50	50	0.010783
ZMX	1999-03-05T00:00:00	69	85	67	100	31	24	27	65	17	17	76	65	90	36	66	56	66	24	73	22	64	35	12	50	50	-0.010668
ZMX	1999-03-12T00:00:00	70	86	67	100	35	33	56	79	18	18	71	66	90	39	59	56	66	12	73	44	64	37	15	50	50	-0.043478
ZMX	1999-03-19T00:00:00	72	85	67	100	29	25	35	87	19	19	82	67	90	35	72	56	66	33	73	27	66	41	16	50	50	-0.056727
ZMX	1999-03-26T00:00:00	70	85	67	100	30	40	64	36	24	24	82	66	90	37	58	56	66	30	73	53	69	49	17	50	50	0.060139
ZMX	1999-04-02T00:00:00	77	85	77	36	25	27	35	72	23	23	99	67	90	11	65	56	86	71	73	28	71	56	16	50	50	-0.045455
ZMX	1999-04-09T00:00:00	77	85	77	37	26	27	39	55	19	19	96	67	90	11	67	56	86	57	73	30	71	52	17	50	50	0
ZMX	1999-04-16T00:00:00	77	84	76	37	26	20	22	28	25	25	42.5	66	90	8	59	56	85	58	73	18	76	46	18	50	50	0.095238
ZMX	1999-04-23T00:00:00	75	84	76	37	34	25	30	11	28	28	42.5	65	90	13	40	56	86	9	73	25	84	52	12	50	50	0.086957
ZMX	1999-04-30T00:00:00	76	86	77	36	36	25	31	36	26	26	42.5	66	90	14	43	56	86	3	73	25	84	50	8	50	50	-0.02
ZMX	1999-05-07T00:00:00	75	84	76	36	27	20	20	21	24	24	42.5	65	90	10	33	56	86	39	73	17	88	39	7	50	50	0.051102

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