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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 ⌀
ZPLSQ	1998-08-21T00:00:00	6	23	9	4	6	100	100	75	87	87	19	82	85	26	31	31	1	72	69	100	36	45	79	50	50	-0.120194
ZPLSQ	1998-08-28T00:00:00	6	23	13	4	6	100	99	96	93	93	25	82	85	20	31	31	1	72	69	99	36	45	79	50	50	-0.265004
ZPLSQ	1998-09-04T00:00:00	6	23	6	4	6	98	78	100	99	99	14	82	85	32	31	31	1	72	69	89	36	45	79	50	50	-0.573789
ZPLSQ	1998-09-11T00:00:00	6	23	6	4	1	99	93	100	99	99	13	82	85	12	31	31	1	72	69	97	48	5	19	50	50	-0.429538
ZPLSQ	1998-09-18T00:00:00	6	23	5	4	10	97	71	79	100	100	12	82	85	12	31	31	1	72	69	85	47	4	12	50	50	0.595829
ZPLSQ	1998-09-25T00:00:00	6	23	1	4	16	98	82	100	100	100	1	82	85	15	31	31	1	72	69	91	40	3	18	50	50	-0.331005
ZPLSQ	1998-10-02T00:00:00	6	23	3	4	12	98	79	78	100	100	8	82	85	13	31	31	1	72	69	90	37	3	18	50	50	-0.010441
ZPLSQ	1998-10-09T00:00:00	6	23	1	4	17	99	93	99	100	100	1	82	85	15	31	31	1	72	69	97	31	2	26	50	50	-0.308713
ZPLSQ	1998-10-16T00:00:00	6	23	16	4	3	91	49	96	99	99	40	82	85	6	31	31	1	72	69	71	36	2	33	50	50	-0.015263
ZPLSQ	1998-10-23T00:00:00	7	23	6	4	8	48	18	52	99	99	20	82	85	9	31	31	1	72	69	32	34	1	29	50	50	0.219
ZPLSQ	1998-10-30T00:00:00	6	23	11	4	5	2	1	25	98	98	30	82	85	7	31	31	1	72	69	1	34	1	29	50	50	0.127974
ZPLSQ	1998-11-06T00:00:00	6	23	18	4	3	1	1	9	98	98	42	82	85	5	31	31	1	72	69	1	33	1	28	50	50	0.181818
ZPLSQ	1998-11-13T00:00:00	5	23	2	3	14	14	1	48	97	97	40	82	85	8	31	31	2	75	69	6	35	1	27	50	50	-0.076923
ZPLSQ	1998-11-20T00:00:00	5	23	2	3	12	4	1	89	96	96	36	82	85	7	31	31	2	75	69	2	38	1	16	50	50	-0.135333
ZPLSQ	1998-11-27T00:00:00	5	23	18	3	2	4	1	55	92	92	36	82	85	3	31	31	2	75	69	2	37	1	16	50	50	0.060139
ZPLSQ	1998-12-04T00:00:00	7	32	16	3	2	3	1	1	97	97	70	77	85	2	31	31	2	81	69	2	43	2	8	50	50	0.590909
ZPLSQ	1998-12-11T00:00:00	7	33	8	3	4	2	1	11	97	97	56	78	85	3	31	31	2	81	69	1	38	3	3	50	50	-0.057143
ZPLSQ	1998-12-18T00:00:00	6	35	13	3	2	3	8	52	96	96	66	79	85	2	31	31	2	81	69	4	41	3	2	50	50	-0.105939
ZPLSQ	1998-12-25T00:00:00	7	33	17	3	1	3	18	27	96	96	73	78	85	2	31	31	2	81	69	8	39	3	2	50	50	0.084599
ZPLSQ	1999-01-01T00:00:00	8	29	5	3	5	4	60	2	96	96	52	74	85	4	62	31	2	80	69	28	40	2	2	50	50	0.3125
ZPLSQ	1999-01-08T00:00:00	7	29	16	3	1	3	40	11	95	95	71	74	85	2	51	31	2	80	69	18	39	3	3	50	50	0.02381
ZPLSQ	1999-01-15T00:00:00	7	30	9	3	3	3	12	46	95	95	86	76	85	3	62	31	2	80	69	6	36	3	3	50	50	-0.069767
ZPLSQ	1999-01-22T00:00:00	7	31	6	3	5	4	28	82	94	94	80	77	85	3	53	31	2	81	69	13	39	3	3	50	50	-0.0624
ZPLSQ	1999-01-29T00:00:00	7	29	16	3	1	15	88	10	94	94	99	74	85	1	51	31	2	80	69	52	36	4	2	50	50	0.173208
ZPLSQ	1999-02-05T00:00:00	7	30	3	3	7	8	86	41	94	94	74	76	85	4	32	31	2	80	69	46	35	4	2	50	50	-0.068182
ZPLSQ	1999-02-12T00:00:00	7	30	16	3	2	6	71	73	90	90	99	77	85	1	23	31	2	81	69	37	36	4	2	50	50	-0.073171
ZPLSQ	1999-02-19T00:00:00	5	29	4	2	6	9	92	98	91	91	56	80	85	4	34	31	2	84	69	50	37	4	2	50	50	-0.157895
ZPLSQ	1999-02-26T00:00:00	4	31	11	2	2	30	96	98	91	91	60	82	85	2	26	31	2	84	69	65	34	3	2	50	50	-0.09375
ZPLSQ	1999-03-05T00:00:00	4	33	16	2	2	26	97	99	93	93	63	84	85	2	42	31	2	85	69	65	44	2	3	50	50	-0.120552
ZPLSQ	1999-03-12T00:00:00	4	30	10	2	3	20	84	51	90	90	60	82	85	3	13	31	2	84	69	54	44	2	3	50	50	0.127353
ZPLSQ	1999-03-19T00:00:00	5	29	2	2	10	13	60	17	92	92	52	80	85	5	15	31	2	84	69	34	41	2	3	50	50	0.121592
ZPLSQ	1999-03-26T00:00:00	5	28	16	1	2	29	93	47	92	92	66	81	85	2	10	31	2	84	69	63	41	2	2	50	50	-0.054329
ZPLSQ	1999-04-02T00:00:00	5	27	7	2	4	24	81	14	91	91	61	79	85	4	10	31	2	83	69	53	38	2	3	50	50	0.065582
ZPLSQ	1999-04-09T00:00:00	6	25	4	2	7	17	45	2	95	95	54	74	85	5	4	31	2	82	69	28	45	2	3	50	50	0.338749
ZPLSQ	1999-04-16T00:00:00	6	28	4	2	8	6	14	63	96	96	16	78	85	13	7	31	2	83	69	8	33	2	2	50	50	-0.189776
ZPLSQ	1999-04-23T00:00:00	6	28	11	2	3	5	12	69	95	95	39	79	85	9	7	31	2	83	69	7	18	2	3	50	50	-0.021335
ZPLSQ	1999-04-30T00:00:00	5	29	13	2	2	3	12	94	94	94	44	81	85	9	17	31	2	83	69	6	17	3	3	50	50	-0.072356
ZPLSQ	1999-05-07T00:00:00	5	31	4	2	8	7	25	96	94	94	20	82	85	12	26	31	2	84	69	13	16	4	4	50	50	-0.1015
ZPLSQ	1999-05-14T00:00:00	4	32	5	2	6	20	60	98	93	93	18	84	85	13	24	31	2	85	69	38	28	8	12	50	50	-0.06956
ZPLSQ	1999-05-21T00:00:00	3	33	1	2	14	18	44	98	91	91	4	85	85	18	19	31	2	86	69	28	29	24	5	50	50	-0.06549
ZPLSQ	1999-05-28T00:00:00	3	36	7	2	5	27	77	98	90	90	18	86	85	13	25	31	2	86	69	52	23	36	10	50	50	-0.08992
ZPLSQ	1999-06-04T00:00:00	2	43	6	2	6	59	98	100	93	93	16	89	85	14	50	31	2	87	69	81	40	39	7	50	50	-0.252813
ZPLSQ	1999-06-11T00:00:00	3	35	2	2	10	32	54	26	97	97	10	86	85	16	28	31	2	86	69	43	51	42	7	50	50	0.382588
ZPLSQ	1999-06-18T00:00:00	3	33	4	2	8	26	39	13	97	97	13	84	85	15	19	31	2	86	69	30	56	59	9	50	50	0.106195
ZPLSQ	1999-06-25T00:00:00	3	26	12	2	2	16	15	1	98	98	27	79	85	11	6	31	2	84	69	12	55	64	8	50	50	0.403692
ZPLSQ	1999-07-02T00:00:00	2	21	10	2	3	8	6	20	98	98	23	81	85	11	11	31	4	83	69	5	61	66	8	50	50	-0.054801
ZPLSQ	1999-07-09T00:00:00	2	22	17	2	2	6	3	31	98	98	32	81	85	8	18	31	4	83	69	3	64	69	8	50	50	-0.021568
ZPLSQ	1999-07-16T00:00:00	2	23	1	2	12	11	2	75	97	97	5	82	85	41	13	31	4	83	69	4	66	72	7	50	50	-0.037213
ZPLSQ	1999-07-23T00:00:00	2	24	13	2	2	4	2	90	97	97	28	84	85	30	13	31	4	84	69	2	64	72	10	50	50	-0.145987
ZPLSQ	1999-07-30T00:00:00	2	24	2	2	11	3	1	85	97	97	8	84	85	38	14	31	4	84	69	2	59	70	15	50	50	-0.036033
ZPLSQ	1999-08-06T00:00:00	2	26	12	2	2	10	36	95	97	97	27	86	85	31	17	31	4	85	69	19	61	70	15	50	50	-0.112141
ZPLSQ	1999-08-13T00:00:00	2	26	1	2	16	19	66	53	96	96	1	85	85	44	9	31	4	85	69	41	49	55	57	50	50	0.073762
ZPLSQ	1999-08-20T00:00:00	1	17	6	1	9	66	98	79	95	95	9	85	85	40	10	31	7	82	69	86	49	53	58	50	50	-0.029486
ZPLSQ	1999-08-27T00:00:00	1	16	6	1	7	51	92	17	94	94	12	84	85	39	11	31	7	82	69	75	41	57	76	50	50	0.090821
ZPLSQ	1999-09-03T00:00:00	1	17	16	1	2	47	86	70	85	85	26	84	85	33	36	31	7	82	69	70	43	57	79	50	50	-0.055407
ZPLSQ	1999-09-10T00:00:00	1	17	12	1	4	34	62	87	85	85	21	86	85	35	68	31	7	82	69	48	42	52	70	50	50	-0.058971
ZPLSQ	1999-09-17T00:00:00	1	15	3	1	12	17	19	1	99	99	6	77	85	42	11	31	7	80	69	14	31	56	73	50	50	0.687333
ZPLSQ	1999-09-24T00:00:00	2	15	17	1	2	19	16	1	99	99	27	76	85	33	42	31	7	79	69	14	35	53	73	50	50	0.067957
ZPLSQ	1999-10-01T00:00:00	1	15	8	2	6	14	6	51	99	99	14	79	85	38	52	31	7	80	69	7	34	60	74	50	50	-0.173326
ZPLSQ	1999-10-08T00:00:00	2	15	20	2	1	12	18	6	99	99	32	75	85	32	62	31	7	79	69	12	36	56	79	50	50	0.20273
ZPLSQ	1999-10-15T00:00:00	2	15	13	2	3	11	16	58	99	99	26	77	85	36	64	31	7	80	69	11	36	56	80	50	50	-0.093023
ZPLSQ	1999-10-22T00:00:00	2	15	11	2	3	22	61	37	98	98	27	77	85	19	55	31	7	80	69	40	36	56	80	50	50	-0.006359
ZPLSQ	1999-10-29T00:00:00	1	16	9	2	4	15	40	77	98	98	24	78	85	19	34	31	7	80	69	25	37	61	80	50	50	-0.025805
ZPLSQ	1999-11-05T00:00:00	1	17	5	2	8	8	21	96	97	97	14	80	85	22	24	31	7	81	69	12	38	67	79	50	50	-0.105955
ZPLSQ	1999-11-12T00:00:00	1	17	11	2	4	73	100	87	96	96	23	80	85	20	31	31	7	81	69	89	35	69	77	50	50	-0.014932
ZPLSQ	1999-11-19T00:00:00	2	14	11	1	5	82	100	31	95	95	35	78	85	17	14	31	10	83	69	94	31	63	82	50	50	0.150385
ZPLSQ	1999-11-26T00:00:00	2	14	11	1	4	68	89	66	89	89	35	80	85	17	32	31	10	84	69	82	31	63	79	50	50	-0.065258
ZPLSQ	1999-12-03T00:00:00	2	14	20	1	2	79	97	35	87	87	65	79	85	12	8	31	10	83	69	90	32	67	78	50	50	0.02797
ZPLSQ	1999-12-10T00:00:00	3	14	21	1	2	76	86	1	98	98	66	69	85	12	2	31	10	81	69	84	39	42	86	50	50	0.877449
ZPLSQ	1999-12-17T00:00:00	4	14	20	1	2	76	80	2	98	98	65	66	85	12	3	31	10	80	69	81	23	51	87	50	50	0.15942
ZPLSQ	1999-12-24T00:00:00	5	14	17	1	2	74	55	1	97	97	62	61	85	13	2	31	10	79	69	67	49	54	93	50	50	0.25
ZPLSQ	1999-12-31T00:00:00	5	14	12	1	4	55	22	14	97	97	55	62	85	16	2	31	10	79	69	37	58	63	93	50	50	-0.00496
ZPLSQ	2000-01-07T00:00:00	3	13	3	1	13	53	24	87	97	97	39	68	85	20	4	48	10	81	55	37	31	64	95	50	50	-0.243769
ZPLSQ	2000-01-14T00:00:00	4	13	7	1	8	69	64	34	97	97	51	65	85	16	4	47	10	80	54	70	31	51	92	50	50	0.182756
ZPLSQ	2000-01-21T00:00:00	4	13	16	1	3	60	41	28	96	96	88	64	85	11	5	47	10	80	54	52	32	61	94	50	50	0.067416
ZPLSQ	2000-01-28T00:00:00	3	13	10	1	6	62	60	75	96	96	78	67	85	12	5	48	10	81	54	64	29	68	93	50	50	-0.142063
ZPLSQ	2000-02-04T00:00:00	3	13	5	1	11	85	99	98	96	96	69	69	85	15	7	48	10	82	54	93	26	60	93	50	50	-0.0798
ZPLSQ	2000-02-11T00:00:00	3	13	5	1	11	87	100	61	95	95	69	68	85	16	7	59	10	82	58	95	27	71	93	50	50	0.07328
ZPLSQ	2000-02-18T00:00:00	5	18	11	3	7	90	100	31	90	90	54	63	85	8	10	43	9	69	48	96	21	62	94	50	50	0.024846
ZPLSQ	2000-02-25T00:00:00	5	18	18	3	2	89	98	66	89	89	58	64	85	5	15	43	9	69	48	95	21	64	94	50	50	-0.0545
ZPLSQ	2000-03-03T00:00:00	5	18	10	3	8	83	52	44	85	85	53	64	85	12	11	43	9	69	48	71	16	67	95	50	50	0.064103
ZPLSQ	2000-03-10T00:00:00	6	17	10	3	7	86	85	4	93	93	54	58	85	12	23	44	9	68	48	88	16	57	96	50	50	0.445783
ZPLSQ	2000-03-17T00:00:00	6	17	7	3	11	85	83	23	91	91	50	59	85	14	26	43	9	68	47	86	12	40	97	50	50	-0.1
ZPLSQ	2000-03-24T00:00:00	6	18	13	3	4	82	45	48	91	91	57	60	85	11	28	44	9	68	46	67	11	40	97	50	50	-0.055556
ZPLSQ	2000-03-31T00:00:00	6	18	12	3	6	78	17	91	92	92	56	64	85	14	26	46	9	69	47	48	11	26	96	50	50	-0.215686
ZPLSQ	2000-04-07T00:00:00	6	19	10	3	8	85	40	95	92	92	51	67	85	15	55	46	9	69	47	65	7	35	96	50	50	-0.1625
ZPLSQ	2000-04-14T00:00:00	5	23	14	3	5	87	63	98	94	94	60	77	85	13	85	46	9	71	47	77	5	34	96	50	50	-0.485134
ZPLSQ	2000-04-21T00:00:00	5	22	21	3	2	81	41	90	94	94	51	75	85	8	88	85	9	71	47	63	5	34	96	50	50	0.152365
ZPLSQ	2000-04-28T00:00:00	5	23	18	3	2	80	57	96	93	93	44	76	85	9	91	85	9	71	47	70	5	32	96	50	50	-0.056551
ZPLSQ	2000-05-05T00:00:00	6	22	8	3	11	92	95	36	93	93	10	75	85	15	86	85	9	71	47	95	5	33	96	50	50	0.106655
ZPLSQ	2000-05-12T00:00:00	6	21	14	3	5	93	94	17	94	94	24	72	85	12	90	86	10	70	48	96	4	34	97	50	50	0.096376
ZPLSQ	2000-05-19T00:00:00	4	22	12	3	7	92	78	87	93	93	14	76	85	16	97	85	11	72	47	90	4	37	95	50	50	-0.192335
ZPLSQ	2000-05-26T00:00:00	5	22	9	3	12	78	18	62	92	92	9	75	85	18	96	81	11	71	47	46	5	34	97	50	50	-0.020461
ZPLSQ	2000-06-02T00:00:00	4	22	14	3	6	61	5	79	88	88	18	75	85	15	98	46	11	72	47	27	8	35	97	50	50	0.027778
ZPLSQ	2000-06-09T00:00:00	4	22	11	3	9	26	3	30	87	87	14	75	85	16	98	46	11	72	47	11	6	32	96	50	50	0.054054
ZPLSQ	2000-06-16T00:00:00	4	23	7	3	16	31	3	94	87	87	4	78	85	20	97	46	11	73	47	13	7	30	94	50	50	-0.128205
ZPLSQ	2000-06-23T00:00:00	4	24	6	3	18	30	3	89	80	80	1	78	85	21	95	46	11	73	47	13	7	28	94	50	50	-0.036706
ZPLSQ	2000-06-30T00:00:00	3	23	18	3	6	34	8	100	84	84	60	82	85	7	96	15	18	88	95	17	9	32	85	50	50	-0.236688
ZPLSQ	2000-07-07T00:00:00	3	23	14	3	10	39	37	92	84	84	50	82	85	9	95	15	17	88	95	35	8	32	84	50	50	0.02016
ZPLSQ	2000-07-14T00:00:00	3	24	25	3	2	28	10	95	81	81	76	83	85	3	95	14	18	88	95	16	8	30	85	50	50	-0.029486

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