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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	1999-05-14T00:00:00	74	84	73	63	28	16	14	45	23	23	42.5	65	90	14	35	56	89	42	73	13	98	64	28	50	50	-0.009786
ZMX	1999-05-21T00:00:00	75	84	72	66	26	25	43	60	22	22	42.5	66	90	13	34	56	89	61	73	31	99	91	15	50	50	-0.019608
ZMX	1999-05-28T00:00:00	75	83	72	66	26	20	27	49	19	19	42.5	66	90	14	33	56	89	58	73	21	99	95	21	50	50	0
ZMX	1999-06-04T00:00:00	75	85	72	66	32	22	33	71	19	19	42.5	66	90	19	31	56	89	22	73	26	99	94	21	50	50	-0.02
ZMX	1999-06-11T00:00:00	75	83	73	66	25	33	65	35	17	17	42.5	66	90	12	27	56	89	74	73	49	99	94	21	50	50	0.020408
ZMX	1999-06-18T00:00:00	75	83	72	67	25	47	83	53	16	16	42.5	66	90	13	27	56	89	65	73	67	99	90	16	50	50	0
ZMX	1999-06-25T00:00:00	75	84	72	68	30	39	70	45	13	13	42.5	66	90	18	30	56	89	27	73	56	100	81	23	50	50	0
ZMX	1999-07-02T00:00:00	75	84	72	67	29	49	79	49	10	10	42.5	66	90	17	29	56	88	37	73	67	100	83	23	50	50	0.02
ZMX	1999-07-09T00:00:00	75	85	72	67	30	47	67	43	9	9	42.5	67	90	18	25	56	89	29	73	58	99	83	24	50	50	0.009882
ZMX	1999-07-16T00:00:00	76	85	72	67	30	42	51	74	9	9	42.5	67	90	17	31	56	88	31	73	46	100	86	22	50	50	-0.029202
ZMX	1999-07-23T00:00:00	73	82	71	67	36	44	58	7	25	25	42.5	65	90	18	19	56	88	11	73	51	99	71	8	50	50	0.12
ZMX	1999-07-30T00:00:00	71	80	71	67	28	39	40	7	23	23	42.5	64	90	15	15	56	88	31	73	37	99	77	7	50	50	0.035714
ZMX	1999-08-06T00:00:00	69	76	71	67	24	46	60	3	22	22	42.5	63	90	11	10	56	88	63	73	55	99	76	3	50	50	0.043034
ZMX	1999-08-13T00:00:00	74	80	72	52	32	39	52	33	23	23	86	63	90	17	10	56	54	17	73	44	99	71	2	50	50	-0.03306
ZMX	1999-08-20T00:00:00	72	80	72	51	28	40	54	28	22	22	91	63	90	17	8	56	54	32	73	47	99	69	2	50	50	0.008616
ZMX	1999-08-27T00:00:00	72	78	72	51	25	41	57	26	21	21	94	63	90	15	8	56	54	47	73	49	98	71	2	50	50	0.016949
ZMX	1999-09-03T00:00:00	72	80	72	51	40	44	57	30	20	20	76	63	90	21	11	56	54	7	73	51	98	68	2	50	50	0
ZMX	1999-09-10T00:00:00	73	78	72	50	24	35	38	78	24	24	93	64	90	15	16	56	54	52	73	35	99	65	2	50	50	-0.05
ZMX	1999-09-17T00:00:00	73	81	72	50	28	69	90	87	25	25	81	65	90	19	16	56	54	23	73	84	99	61	2	50	50	-0.04393
ZMX	1999-09-24T00:00:00	70	78	72	50	32	74	93	14	30	30	77	63	90	20	13	56	54	14	73	87	98	53	4	50	50	0.082648
ZMX	1999-10-01T00:00:00	71	80	72	50	32	85	96	59	26	26	79	64	90	20	12	56	54	16	73	93	98	61	4	50	50	-0.050847
ZMX	1999-10-08T00:00:00	71	78	72	50	23	78	89	58	23	23	91	64	90	16	12	56	54	47	73	87	100	62	4	50	50	-0.008857
ZMX	1999-10-15T00:00:00	68	76	72	50	35	77	84	12	26	26	67	63	90	21	6	56	54	11	73	84	100	40	3	50	50	0.072067
ZMX	1999-10-22T00:00:00	67	75	71	50	48	79	87	13	23	23	56	62	90	23	10	56	54	1	73	86	100	46	3	50	50	0.033611
ZMX	1999-10-29T00:00:00	69	74	71	73	23	78	80	15	20	20	81	62	90	15	11	56	68	40	73	82	100	54	2	50	50	0.040583
ZMX	1999-11-05T00:00:00	68	73	72	72	21	68	45	30	18	18	91	61	90	14	16	56	68	55	73	58	100	54	2	50	50	0.015625
ZMX	1999-11-12T00:00:00	68	76	71	71	44	61	29	48	17	17	66	62	90	22	15	56	68	6	73	45	100	56	2	50	50	-0.015385
ZMX	1999-11-19T00:00:00	69	76	72	71	37	80	84	53	15	15	77	63	90	22	21	56	68	16	73	86	100	64	1	50	50	0
ZMX	1999-11-26T00:00:00	68	77	71	71	49	69	54	36	14	14	71	63	90	24	26	56	67	3	73	63	100	65	1	50	50	0.015625
ZMX	1999-12-03T00:00:00	68	74	72	71	23	65	47	48	12	12	90	63	90	64	31	56	67	45	73	58	100	51	1	50	50	-0.007754
ZMX	1999-12-10T00:00:00	63	65	70	71	25	81	88	13	29	29	85	61	90	67	14	56	67	34	73	87	100	25	8	50	50	0.162863
ZMX	1999-12-17T00:00:00	63	64	70	72	22	82	91	24	28	28	94	61	90	62	14	56	68	55	73	89	100	20	7	50	50	-0.019947
ZMX	1999-12-24T00:00:00	64	69	71	72	49	84	91	44	28	28	73	62	90	73	27	56	67	4	73	90	100	18	3	50	50	-0.027209
ZMX	1999-12-31T00:00:00	64	68	71	71	33	83	82	51	27	27	80	62	90	70	28	56	68	21	73	85	100	10	8	50	50	0.020922
ZMX	2000-01-07T00:00:00	62	68	71	71	40	78	71	26	24	24	75	62	90	72	23	56	68	11	73	77	97	6	8	50	50	0.041096
ZMX	2000-01-14T00:00:00	63	69	71	72	43	76	62	54	24	24	70	63	90	30	27	56	68	8	73	72	98	10	16	50	50	-0.026316
ZMX	2000-01-21T00:00:00	63	68	71	72	28	78	67	48	22	22	76	63	90	23	39	56	68	28	73	75	98	12	17	50	50	0.013514
ZMX	2000-01-28T00:00:00	63	67	71	72	28	75	60	51	20	20	77	63	90	23	38	56	68	30	73	70	97	17	16	50	50	-0.013333
ZMX	2000-02-04T00:00:00	63	68	71	72	31	84	85	54	19	19	73	63	90	25	49	56	68	22	73	86	97	16	16	50	50	0
ZMX	2000-02-11T00:00:00	62	66	70	72	25	83	82	50	17	17	86	64	90	21	52	56	68	43	73	84	95	18	14	50	50	0
ZMX	2000-02-18T00:00:00	62	69	70	72	42	80	73	59	10	10	68	65	90	28	59	56	68	11	73	79	94	14	20	50	50	-0.013514
ZMX	2000-02-25T00:00:00	62	66	71	72	26	78	69	42	10	10	87	64	90	22	68	56	68	44	73	77	94	14	20	50	50	0.006904
ZMX	2000-03-03T00:00:00	62	71	71	72	39	82	78	69	9	9	70	66	90	28	71	56	68	13	73	84	95	13	20	50	50	-0.013714
ZMX	2000-03-10T00:00:00	61	65	70	72	24	76	61	33	10	10	92	65	90	21	70	56	68	53	73	71	95	11	23	50	50	0.048334
ZMX	2000-03-17T00:00:00	63	69	71	72	38	74	57	62	9	9	72	65	90	29	80	56	67	15	73	69	94	5	25	50	50	-0.032842
ZMX	2000-03-24T00:00:00	63	70	71	71	47	74	59	55	8	8	69	65	90	31	86	56	67	6	73	70	93	5	26	50	50	-0.006857
ZMX	2000-03-31T00:00:00	67	75	72	70	44	72	53	78	12	12	42.5	66	90	34	91	4	68	12	41	65	88	2	50	50	50	-0.09589
ZMX	2000-04-07T00:00:00	67	70	72	70	24	71	54	62	12	12	42.5	66	90	27	92	4	68	54	42	65	91	2	44	50	50	0.007515
ZMX	2000-04-14T00:00:00	44	65	53	37	22	70	47	45	10	10	43	63	90	17	89	85	67	72	36	61	91	2	49	50	50	-0.030077
ZMX	2000-04-21T00:00:00	46	74	54	37	46	69	57	83	15	15	7	65	90	15	91	5	67	9	44	65	67	2	47	50	50	-0.100719
ZMX	2000-04-28T00:00:00	45	68	54	36	25	65	42	50	19	19	33	64	90	15	91	5	67	43	44	55	67	3	44	50	50	0.068966
ZMX	2000-05-05T00:00:00	44	68	54	37	28	67	61	34	20	20	24	64	90	15	87	5	67	31	44	66	72	4	46	50	50	0.048387
ZMX	2000-05-12T00:00:00	44	66	53	39	22	65	45	32	19	19	37	63	90	16	88	5	67	59	45	56	72	3	43	50	50	-0.015385
ZMX	2000-05-19T00:00:00	29	56	55	51	23	65	40	46	18	18	28	63	90	27	87	49	97	60	45	53	64	4	42	50	50	-0.015625
ZMX	2000-05-26T00:00:00	29	54	54	51	23	50	21	38	17	17	29	62	90	26	84	49	97	64	45	31	61	4	44	50	50	0
ZMX	2000-06-02T00:00:00	29	56	54	51	26	53	29	39	17	17	24	62	90	29	84	49	97	49	45	37	64	5	40	50	50	0.031746
ZMX	2000-06-09T00:00:00	29	59	55	52	44	66	49	66	15	15	8	64	90	36	86	49	97	15	45	59	54	6	46	50	50	-0.023015
ZMX	2000-06-16T00:00:00	29	58	54	52	28	42	25	73	14	14	20	64	90	30	85	49	97	43	45	29	53	5	44	50	50	-0.023684
ZMX	2000-06-23T00:00:00	30	57	55	52	29	50	37	74	14	14	18	64	90	31	84	49	97	39	45	42	45	5	57	50	50	-0.032258
ZMX	2000-06-30T00:00:00	30	56	55	52	25	60	57	65	10	10	30	64	90	31	83	49	97	70	45	60	47	4	57	50	50	0
ZMX	2000-07-07T00:00:00	30	61	55	52	42	59	56	77	8	8	6	64	90	42	84	49	97	13	45	59	53	5	65	50	50	-0.016667
ZMX	2000-07-14T00:00:00	30	60	55	52	46	59	53	60	7	7	4	64	90	41	86	46	97	9	45	57	53	5	62	50	50	0.016949
ZMX	2000-07-21T00:00:00	30	57	55	52	26	66	59	50	7	7	31	65	90	28	75	45	97	58	45	64	51	5	61	50	50	0
ZMX	2000-07-28T00:00:00	30	56	55	52	26	61	63	26	7	7	31	64	90	29	70	41	97	61	45	65	48	7	61	50	50	0.008267
ZMX	2000-08-04T00:00:00	30	58	55	52	37	55	39	54	6	6	6	64	90	40	69	53	97	12	47	46	49	7	56	50	50	-0.016398
ZMX	2000-08-11T00:00:00	100	78	49	37	48	52	33	68	6	6	33	69	90	57	74	5	92	1	50	41	49	9	61	50	50	-0.025276
ZMX	2000-08-18T00:00:00	100	77	48	36	28	46	28	66	6	6	38	69	90	59	69	5	91	38	50	35	52	12	46	50	50	0
ZMX	2000-08-25T00:00:00	100	76	49	36	27	45	32	64	5	5	40	69	90	59	72	6	91	51	50	37	47	13	47	50	50	0
ZMX	2000-09-01T00:00:00	100	76	49	36	25	40	24	32	7	7	36	69	90	59	70	5	91	67	50	30	44	19	72	50	50	0.051724
ZMX	2000-09-08T00:00:00	100	79	49	36	50	41	31	53	7	7	34	69	90	59	73	5	91	5	50	34	44	22	80	50	50	-0.016393
ZMX	2000-09-15T00:00:00	100	77	49	36	32	45	42	28	7	7	49	68	90	59	74	5	91	25	50	43	14	45	88	50	50	0.025067
ZMX	2000-09-22T00:00:00	100	76	49	36	30	54	61	44	7	7	54	68	90	59	64	5	91	34	50	58	8	41	84	50	50	-0.024454
ZMX	2000-09-29T00:00:00	100	77	49	36	45	48	50	42	6	6	40	68	90	59	65	5	91	9	50	49	7	41	83	50	50	0
ZMX	2000-10-06T00:00:00	100	76	49	36	51	43	37	28	5	5	36	67	90	59	61	5	91	3	50	38	7	49	85	50	50	0
ZMX	2000-10-13T00:00:00	100	74	49	36	47	41	36	36	5	5	42	67	90	59	53	5	91	6	50	36	12	50	85	50	50	-0.016667
ZMX	2000-10-20T00:00:00	100	77	49	36	31	41	35	77	11	11	71	68	90	59	51	5	91	22	50	36	9	61	58	50	50	-0.084746
ZMX	2000-10-27T00:00:00	100	75	49	36	25	47	58	72	10	10	94	69	90	59	56	5	91	57	50	54	9	63	58	50	50	-0.018519
ZMX	2000-11-03T00:00:00	100	79	49	36	35	45	45	86	9	9	65	70	90	59	59	5	91	11	49	44	12	61	62	50	50	-0.028226
ZMX	2000-11-10T00:00:00	100	78	50	36	28	51	62	78	8	8	81	70	90	59	62	6	91	34	55	57	11	64	40	50	50	-0.058403
ZMX	2000-11-17T00:00:00	34	72	40	53	27	51	59	20	21	21	54	68	90	70	52	21	89	33	38	55	26	92	90	50	50	0.113494
ZMX	2000-11-24T00:00:00	34	72	40	53	24	50	57	59	22	22	62	69	90	70	57	56	89	49	39	53	26	93	91	50	50	-0.064889
ZMX	2000-12-01T00:00:00	34	70	41	53	23	56	70	60	22	22	70	69	90	72	56	56	89	70	36	63	29	94	94	50	50	-0.059252
ZMX	2000-12-08T00:00:00	34	75	41	53	25	57	66	82	21	21	50	70	90	72	46	56	89	27	35	62	41	97	91	50	50	-0.063321
ZMX	2000-12-15T00:00:00	35	73	41	53	23	45	36	76	20	20	71	71	90	79	52	56	89	70	35	39	32	98	91	50	50	-0.056095
ZMX	2000-12-22T00:00:00	35	72	40	53	26	44	35	49	19	19	46	69	90	79	49	56	89	20	36	37	35	99	89	50	50	0.02381
ZMX	2000-12-29T00:00:00	35	73	41	53	28	36	22	63	17	17	40	70	90	79	54	56	89	9	36	26	67	98	92	50	50	0
ZMX	2001-01-05T00:00:00	35	76	41	53	30	36	23	69	15	15	37	71	90	79	53	56	89	1	36	27	69	98	91	50	50	-0.011721
ZMX	2001-01-12T00:00:00	35	76	41	53	28	49	63	73	14	14	9	72	90	80	59	56	89	17	35	55	65	98	92	50	50	0.01186
ZMX	2001-01-19T00:00:00	35	76	41	53	26	44	42	56	14	14	37	72	90	75	55	56	89	49	35	42	62	98	90	50	50	0.023256
ZMX	2001-01-26T00:00:00	35	77	41	53	27	43	41	79	10	10	20	72	90	75	61	56	89	28	35	41	65	98	90	50	50	-0.022727
ZMX	2001-02-02T00:00:00	35	78	42	53	25	37	28	79	8	8	49	73	90	75	64	56	89	66	35	31	63	99	89	50	50	-0.013953
ZMX	2001-02-09T00:00:00	35	77	41	53	26	35	28	48	7	7	25	72	90	75	58	56	89	36	35	30	69	98	90	50	50	0.018868
ZMX	2001-02-16T00:00:00	35	77	41	54	25	41	44	67	6	6	45	73	90	75	64	56	89	60	35	42	73	98	88	50	50	-0.025926
ZMX	2001-02-23T00:00:00	35	75	41	54	25	39	37	6	11	11	29	71	90	75	50	55	89	43	35	36	80	98	94	50	50	0.08365
ZMX	2001-03-02T00:00:00	35	72	41	53	26	34	28	4	16	16	19	69	90	75	41	52	89	29	36	27	71	97	85	50	50	0.087719
ZMX	2001-03-09T00:00:00	34	71	40	53	26	29	21	10	15	15	43	69	90	75	33	52	89	59	36	18	70	97	87	50	50	0.016129
ZMX	2001-03-16T00:00:00	35	71	40	53	27	26	27	26	16	16	21	69	90	74	42	52	89	33	37	18	61	96	83	50	50	-0.047619
ZMX	2001-03-23T00:00:00	35	71	40	52	27	22	17	29	16	16	14	68	90	75	39	54	89	24	35	12	60	97	82	50	50	0
ZMX	2001-03-30T00:00:00	5	86	24	23	29	20	15	20	15	15	2	68	91	77	38	38	91	1	59	12	62	93	79	50	50	0.041667
ZMX	2001-04-06T00:00:00	7	85	24	23	29	26	35	12	13	13	2	67	91	77	25	37	91	2	61	27	65	94	81	50	50	0.008

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