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 ⌀
ZLC	2009-04-24T00:00:00	35	98	41	43	14	2	18	73	97	97	47	49	82	96	48	81	37	4	59	8	76	44	74	4	61	-0.186667
ZLC	2009-05-01T00:00:00	34	98	42	44	9	2	16	84	97	97	48	50	82	94	46	81	37	19	59	7	78	50	77	4	60	-0.11007
ZLC	2009-05-08T00:00:00	31	98	43	47	16	2	20	74	96	96	36	51	81	96	38	83	37	2	60	8	79	54	76	4	60	0.044737
ZLC	2009-05-15T00:00:00	27	97	42	49	5	2	17	57	96	96	64	50	80	92	28	83	37	30	59	6	78	52	77	4	61	-0.002519
ZLC	2009-05-22T00:00:00	27	98	42	49	11	5	93	16	96	96	60	49	79	95	21	83	37	11	59	47	77	51	78	4	61	0.121212
ZLC	2009-05-29T00:00:00	26	95	43	49	1	22	99	93	96	96	69	51	79	72	19	83	37	71	59	65	71	53	72	4	59	-0.121622
ZLC	2009-06-05T00:00:00	26	96	43	49	4	20	99	76	94	94	57	52	77	78	16	83	37	39	59	63	72	55	78	4	60	0.038462
ZLC	2009-06-12T00:00:00	18	95	46	40	2	24	99	96	89	89	60	54	85	73	11	43	41	63	67	66	71	44	67	4	57	-0.08642
ZLC	2009-06-19T00:00:00	18	98	46	40	12	16	83	94	89	89	53	55	85	82	12	23	41	13	67	48	36	29	58	5	54	-0.091892
ZLC	2009-06-26T00:00:00	18	97	46	40	4	9	50	54	85	85	56	55	84	78	10	20	41	38	67	24	54	37	55	5	56	0.065476
ZLC	2009-07-03T00:00:00	18	97	46	40	6	8	53	21	82	82	55	54	84	80	14	20	41	26	67	25	51	30	64	5	54	0.050279
ZLC	2009-07-10T00:00:00	19	94	45	40	3	11	53	6	81	81	57	52	84	77	9	19	41	44	68	27	53	35	62	5	54	0.058511
ZLC	2009-07-17T00:00:00	19	96	45	40	4	19	82	17	81	81	55	53	84	79	12	19	41	37	68	50	49	38	63	5	54	0.060302
ZLC	2009-07-24T00:00:00	19	97	44	39	4	10	24	3	86	86	55	51	84	79	5	19	41	39	69	14	45	33	65	5	53	0.196682
ZLC	2009-07-31T00:00:00	19	96	44	39	3	12	29	3	86	86	54	50	84	78	5	19	41	40	69	16	50	28	67	3	77	0.172277
ZLC	2009-08-07T00:00:00	18	97	43	36	10	10	19	3	85	85	47	48	83	83	3	20	41	16	68	11	52	35	92	24	78	0.185811
ZLC	2009-08-14T00:00:00	17	94	45	35	2	9	15	53	89	89	58	50	83	23	6	19	41	64	67	9	51	44	90	27	77	-0.135328
ZLC	2009-08-21T00:00:00	17	94	44	35	1	14	35	54	88	88	58	50	83	23	4	18	41	68	67	21	43	42	81	16	77	0.014827
ZLC	2009-08-28T00:00:00	17	98	44	34	7	18	69	22	85	85	48	50	83	31	3	17	41	26	67	42	42	42	81	14	77	0.076299
ZLC	2009-09-04T00:00:00	16	97	45	35	5	27	92	84	88	88	49	51	83	30	6	17	41	33	67	61	42	45	82	15	76	-0.116139
ZLC	2009-09-11T00:00:00	16	96	45	34	4	27	80	10	89	89	50	49	83	28	5	17	41	37	67	53	39	45	86	15	76	0.165529
ZLC	2009-09-18T00:00:00	16	94	44	34	2	37	93	29	88	88	58	50	83	23	6	17	41	66	67	66	56	46	86	13	99	0.048316
ZLC	2009-09-25T00:00:00	16	97	44	34	4	49	93	45	88	88	50	50	83	28	5	32	41	40	67	74	58	49	85	10	99	-0.054469
ZLC	2009-10-02T00:00:00	16	98	45	34	11	63	98	85	88	88	44	51	83	33	6	26	41	20	59	85	75	60	87	42	39	-0.079764
ZLC	2009-10-09T00:00:00	16	97	45	34	4	58	87	69	87	87	91	51	83	28	5	26	41	41	59	77	79	58	90	40	39	0.05618
ZLC	2009-10-16T00:00:00	16	97	44	34	5	61	80	6	88	88	88	49	83	29	5	26	41	37	60	74	76	55	89	39	47	0.159574
ZLC	2009-10-23T00:00:00	16	96	44	34	5	66	90	47	87	87	89	50	83	28	4	26	41	38	61	82	79	55	90	38	47	-0.074705
ZLC	2009-10-30T00:00:00	5	92	49	54	6	51	42	99	93	93	83	54	86	30	7	24	45	31	60	46	57	50	89	38	49	-0.330028
ZLC	2009-11-06T00:00:00	5	92	49	52	9	65	89	96	93	93	81	54	85	35	9	26	45	25	60	81	56	33	81	41	54	-0.010571
ZLC	2009-11-13T00:00:00	5	91	50	52	4	67	81	87	92	92	63	54	85	56	6	25	45	46	58	78	54	28	82	40	54	0.010684
ZLC	2009-11-20T00:00:00	4	90	50	52	2	63	72	95	91	91	66	55	85	52	17	23	45	62	58	71	61	25	85	48	53	-0.082452
ZLC	2009-11-27T00:00:00	4	93	50	52	10	55	37	15	93	93	56	53	85	64	35	23	45	24	59	45	71	27	87	49	52	0.170507
ZLC	2009-12-04T00:00:00	7	92	55	8	23	55	41	57	93	93	68	52	86	56	54	17	45	2	74	48	54	59	66	22	93	-0.023622
ZLC	2009-12-11T00:00:00	6	94	55	8	19	72	94	100	95	95	70	56	86	54	87	47	45	9	66	86	14	14	71	31	70	-0.344758
ZLC	2009-12-18T00:00:00	6	96	56	8	17	66	72	100	96	96	71	60	87	54	90	47	45	11	65	72	24	34	87	26	73	-0.36
ZLC	2009-12-25T00:00:00	6	95	56	8	15	18	7	88	96	96	72	59	87	53	90	47	45	14	66	9	33	43	84	32	65	0.1875
ZLC	2010-01-01T00:00:00	6	94	56	8	7	18	5	54	96	96	80	58	87	48	90	47	45	29	66	9	43	34	96	42	80	0.101215
ZLC	2010-01-08T00:00:00	6	92	56	7	4	20	5	44	95	95	82	58	86	43	96	47	45	42	66	10	45	26	94	36	73	0.022059
ZLC	2010-01-15T00:00:00	6	92	56	7	2	17	4	19	95	95	82	58	87	38	96	36	45	57	66	8	50	22	89	36	73	0.086331
ZLC	2010-01-22T00:00:00	6	96	56	8	8	30	47	100	95	95	80	59	87	44	100	36	45	30	65	37	38	13	88	38	67	-0.221854
ZLC	2010-01-29T00:00:00	6	93	56	7	2	23	27	88	95	95	82	60	87	37	99	36	45	60	65	22	37	13	84	31	67	-0.07234
ZLC	2010-02-05T00:00:00	6	95	56	7	4	4	2	92	94	94	81	59	87	42	99	36	45	42	64	2	34	9	78	33	57	-0.027523
ZLC	2010-02-12T00:00:00	6	97	56	8	19	2	1	99	94	94	77	61	87	64	99	40	45	5	64	1	30	6	76	34	62	-0.108491
ZLC	2010-02-19T00:00:00	6	96	56	8	12	3	1	97	94	94	79	61	87	60	99	38	45	18	64	2	28	6	76	33	61	-0.010582
ZLC	2010-02-26T00:00:00	6	95	57	8	3	3	2	15	95	95	83	59	87	53	99	38	45	47	63	2	31	11	75	25	67	0.26738
ZLC	2010-03-05T00:00:00	6	95	57	8	17	3	9	3	95	95	22	59	84	66	98	39	45	7	63	4	31	9	76	28	63	0.164557
ZLC	2010-03-12T00:00:00	71	95	79	91	13	4	34	2	95	95	51	60	88	54	97	95	44	15	70	14	35	8	67	29	68	0.119565
ZLC	2010-03-19T00:00:00	71	93	79	91	2	2	1	2	94	94	53	59	88	56	82	87	44	53	69	1	37	7	70	31	56	0.106796
ZLC	2010-03-26T00:00:00	71	94	80	91	3	2	8	12	94	94	54	59	88	57	73	92	44	49	69	3	41	7	70	33	53	-0.002924
ZLC	2010-04-02T00:00:00	72	93	80	91	2	2	3	88	95	95	72	61	88	57	67	93	44	57	69	2	43	23	73	32	49	-0.205279
ZLC	2010-04-09T00:00:00	71	93	80	91	2	2	2	17	95	95	70	60	88	53	43	93	44	54	69	1	39	31	75	37	43	0.239852
ZLC	2010-04-16T00:00:00	71	96	80	91	21	2	2	60	95	95	49	60	88	51	37	93	44	1	68	1	37	35	73	29	42	-0.035714
ZLC	2010-04-23T00:00:00	71	95	80	91	9	3	59	61	94	94	59	61	88	51	42	93	44	24	68	28	38	35	67	17	54	-0.009259
ZLC	2010-04-30T00:00:00	71	96	80	91	16	5	83	48	93	93	54	61	88	52	46	93	44	11	68	42	48	36	65	16	52	0.015576
ZLC	2010-05-07T00:00:00	72	93	80	92	2	10	86	92	93	93	70	61	88	57	47	93	44	55	68	47	57	45	66	20	48	-0.162577
ZLC	2010-05-14T00:00:00	72	94	80	92	5	17	88	38	93	93	67	61	89	60	28	94	44	39	70	53	57	41	64	22	46	0.091575
ZLC	2010-05-21T00:00:00	72	93	79	92	2	17	92	74	92	92	71	61	89	60	17	94	44	60	70	55	67	46	51	19	56	-0.077181
ZLC	2010-05-28T00:00:00	73	95	79	92	10	4	38	81	90	90	64	61	89	60	24	94	44	22	70	18	66	41	51	19	54	-0.018182
ZLC	2010-06-04T00:00:00	73	96	79	92	2	13	92	96	90	90	71	61	89	61	29	92	44	56	56	53	67	42	50	19	54	-0.107407
ZLC	2010-06-11T00:00:00	14	96	50	85	3	9	69	91	89	89	91	63	91	43	25	33	47	47	67	37	67	39	50	18	53	-0.016598
ZLC	2010-06-18T00:00:00	14	96	50	85	3	7	43	84	81	81	91	63	91	43	22	33	47	48	67	22	67	41	47	18	52	0.012658
ZLC	2010-06-25T00:00:00	13	98	50	85	15	10	58	99	90	90	77	65	91	52	30	41	47	13	67	32	69	42	50	15	49	-0.245833
ZLC	2010-07-02T00:00:00	13	97	50	85	5	5	19	100	91	91	87	67	91	43	31	40	47	37	67	9	67	39	48	20	50	-0.226519
ZLC	2010-07-09T00:00:00	13	96	50	85	7	9	54	77	94	94	85	66	91	41	29	40	47	31	67	28	71	48	46	24	50	0.164286
ZLC	2010-07-16T00:00:00	13	97	50	85	18	10	36	91	93	93	76	66	91	45	32	40	47	8	67	19	71	52	50	25	54	-0.055215
ZLC	2010-07-23T00:00:00	13	95	50	85	2	8	29	18	94	94	91	66	92	34	12	39	47	54	67	16	70	54	50	27	57	0.149351
ZLC	2010-07-30T00:00:00	13	96	50	84	6	6	19	44	93	93	85	66	92	39	7	39	47	30	67	10	69	56	49	28	54	-0.00565
ZLC	2010-08-06T00:00:00	13	96	49	85	3	6	13	3	94	94	88	64	91	45	5	41	47	43	66	8	67	51	36	32	54	0.170455
ZLC	2010-08-13T00:00:00	13	96	49	85	2	7	12	36	94	94	65	65	91	43	6	42	47	56	66	7	68	48	38	33	54	-0.097087
ZLC	2010-08-20T00:00:00	13	96	49	85	2	3	2	59	93	93	66	65	92	43	8	39	47	63	66	2	62	45	52	38	60	-0.037634
ZLC	2010-08-27T00:00:00	13	95	50	85	3	6	1	90	93	93	62	66	92	46	13	37	47	50	65	3	42	15	27	53	33	-0.106145
ZLC	2010-09-03T00:00:00	13	97	49	85	10	8	3	60	93	93	54	66	92	53	8	37	46	19	65	4	41	19	31	51	44	0.08125
ZLC	2010-09-10T00:00:00	13	96	49	85	6	5	3	69	92	92	58	66	92	50	11	37	47	34	65	3	41	29	21	49	51	-0.011561
ZLC	2010-09-17T00:00:00	13	97	49	85	7	8	31	34	90	90	57	66	92	51	12	43	46	28	65	16	41	30	22	50	51	0.040936
ZLC	2010-09-24T00:00:00	13	97	49	85	6	9	28	3	93	93	57	64	92	50	6	23	46	31	71	14	44	26	21	54	41	0.230337
ZLC	2010-10-01T00:00:00	13	96	49	85	2	14	84	28	92	92	10	65	91	44	5	23	46	58	71	49	46	39	20	55	66	-0.041096
ZLC	2010-10-08T00:00:00	13	98	49	85	13	12	68	10	92	92	3	65	91	53	6	23	47	17	71	38	46	40	21	56	68	0.047619
ZLC	2010-10-15T00:00:00	9	96	47	63	15	11	45	3	92	92	2	64	89	54	3	15	78	10	70	25	49	47	26	61	66	0.172727
ZLC	2010-10-22T00:00:00	9	96	47	63	2	10	16	17	92	92	14	64	89	41	3	15	78	61	70	10	49	55	28	60	38	-0.027132
ZLC	2010-10-29T00:00:00	9	96	47	63	7	7	24	13	91	91	6	64	89	47	5	15	78	28	69	13	47	55	27	61	42	0.01992
ZLC	2010-11-05T00:00:00	9	95	47	61	3	6	25	6	90	90	9	63	89	43	3	16	78	46	70	12	46	50	31	81	29	0.136719
ZLC	2010-11-12T00:00:00	10	97	48	60	12	7	38	3	89	89	3	63	89	73	2	17	78	17	70	20	50	41	25	78	23	0.065292
ZLC	2010-11-19T00:00:00	10	97	48	60	18	25	90	3	87	87	1	62	89	74	2	16	78	7	71	59	53	48	29	78	24	0.048387
ZLC	2010-11-26T00:00:00	10	95	48	60	2	20	81	83	91	91	8	64	89	62	2	16	78	55	72	50	51	62	34	78	25	-0.135385
ZLC	2010-12-03T00:00:00	10	96	48	60	7	27	93	33	90	90	4	63	89	69	2	16	78	27	74	62	51	63	37	79	26	0.092527
ZLC	2010-12-10T00:00:00	4	93	52	8	2	55	99	9	89	89	62	60	91	61	2	48	48	50	86	81	41	25	29	85	26	0.107492
ZLC	2010-12-17T00:00:00	4	94	53	8	2	54	97	6	89	89	63	60	91	60	4	48	48	53	86	79	39	26	24	87	37	0.032353
ZLC	2010-12-24T00:00:00	4	93	52	8	1	57	96	1	89	89	67	59	91	57	1	48	48	70	86	80	40	16	18	87	34	0.17094
ZLC	2010-12-31T00:00:00	4	94	52	8	6	66	98	4	88	88	59	59	91	65	1	48	48	33	86	85	39	13	20	86	27	0.036496
ZLC	2011-01-07T00:00:00	4	94	52	8	3	71	99	46	89	89	68	59	91	59	1	54	48	49	86	88	37	14	18	83	30	-0.053991
ZLC	2011-01-14T00:00:00	4	93	52	8	5	74	99	2	93	93	65	57	91	61	1	54	48	35	88	90	45	24	8	73	25	0.327543
ZLC	2011-01-21T00:00:00	4	94	52	8	18	54	49	26	93	93	52	57	91	68	1	54	48	4	89	52	45	21	5	74	29	-0.093458
ZLC	2011-01-28T00:00:00	4	94	52	8	11	63	83	68	94	94	58	58	91	66	2	55	48	16	89	75	40	20	2	83	28	-0.092784
ZLC	2011-02-04T00:00:00	4	93	52	8	2	79	96	31	93	93	75	57	91	56	3	55	48	55	89	91	40	23	2	88	31	0.102273
ZLC	2011-02-11T00:00:00	4	94	52	8	19	77	97	89	93	93	53	59	91	64	18	54	48	7	89	90	40	29	2	91	28	-0.074227
ZLC	2011-02-18T00:00:00	4	94	52	8	13	87	100	84	92	92	58	59	91	61	19	53	48	17	88	96	38	34	2	90	37	-0.026726
ZLC	2011-02-25T00:00:00	4	94	53	8	1	88	99	95	92	92	76	59	91	50	5	52	48	65	88	96	30	35	2	91	40	-0.043478
ZLC	2011-03-04T00:00:00	4	94	53	8	2	85	90	79	92	92	72	59	91	53	6	53	48	57	87	92	29	41	1	88	43	0.002392
ZLC	2011-03-11T00:00:00	94	95	96	81	2	90	100	84	91	91	42	60	87	63	9	60	47	54	86	97	35	55	1	82	39	-0.047733
ZLC	2011-03-18T00:00:00	94	96	96	79	18	90	97	45	91	91	43	60	87	65	9	60	47	8	86	97	45	52	1	81	28	0.017544

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