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 ⌀
ZNOG	2012-04-27T00:00:00	8	47	34	16	14	14	30	53	80	80	81	77	47	10	20	1	6	48	5	18	59	37	16	75	34	0.016194
ZNOG	2012-05-04T00:00:00	8	45	20	5	17	13	26	76	73	73	71	78	59	11	20	100	6	45	14	16	54	74	15	74	51	-0.059761
ZNOG	2012-05-11T00:00:00	7	46	18	5	25	13	21	80	64	64	70	78	61	14	23	52	6	36	4	15	50	71	11	74	44	-0.033898
ZNOG	2012-05-18T00:00:00	7	46	22	5	9	24	72	79	64	64	80	78	61	11	21	52	6	62	4	47	57	70	52	73	47	-0.078947
ZNOG	2012-05-25T00:00:00	7	47	15	5	45	21	63	81	62	62	57	79	61	18	21	52	6	15	4	40	52	75	40	70	35	0
ZNOG	2012-06-01T00:00:00	7	47	20	5	16	16	26	78	55	55	75	79	61	13	11	51	6	48	4	19	59	72	37	66	36	-0.042857
ZNOG	2012-06-08T00:00:00	6	51	14	5	49	16	33	97	54	54	55	80	62	19	12	51	6	11	4	22	12	33	20	63	54	-0.074627
ZNOG	2012-06-15T00:00:00	6	49	23	5	9	17	35	85	54	54	82	80	62	11	13	52	6	68	4	24	12	30	35	44	44	0.005376
ZNOG	2012-06-22T00:00:00	6	52	23	5	8	18	37	98	65	65	82	82	62	11	25	52	6	66	4	25	28	31	31	48	20	-0.128342
ZNOG	2012-06-29T00:00:00	5	54	21	5	15	18	26	97	61	61	76	82	62	13	28	51	6	50	4	20	26	20	34	48	14	-0.03681
ZNOG	2012-07-06T00:00:00	6	51	18	5	25	18	25	29	81	81	69	80	62	15	27	51	6	36	4	20	25	33	38	33	9	0.165605
ZNOG	2012-07-13T00:00:00	6	50	19	5	21	20	23	32	80	80	71	80	62	19	29	51	6	41	4	20	15	34	41	33	9	-0.005464
ZNOG	2012-07-20T00:00:00	6	51	18	5	28	21	20	27	79	79	68	80	62	19	37	52	6	34	4	18	15	32	42	35	10	0
ZNOG	2012-07-27T00:00:00	6	52	16	5	32	22	21	79	78	78	64	81	62	20	54	51	6	27	4	19	16	33	42	36	5	-0.032967
ZNOG	2012-08-03T00:00:00	6	51	21	5	13	12	6	56	76	76	73	81	62	17	28	51	6	53	4	8	16	34	40	37	5	0
ZNOG	2012-08-10T00:00:00	8	49	14	5	44	12	9	63	73	73	43	81	96	15	22	98	5	15	6	9	18	37	42	42	5	-0.005682
ZNOG	2012-08-17T00:00:00	8	47	22	5	8	7	4	8	76	76	65	80	96	9	30	98	5	65	6	4	9	35	43	38	8	0.102857
ZNOG	2012-08-24T00:00:00	8	46	13	5	52	7	3	4	76	76	38	79	96	17	58	98	5	5	6	4	7	31	43	34	5	0.067358
ZNOG	2012-08-31T00:00:00	9	43	13	5	52	10	40	1	91	91	36	75	96	17	14	99	5	2	6	22	7	14	46	27	9	0.38835
ZNOG	2012-09-07T00:00:00	8	43	22	5	7	12	39	35	91	91	65	77	96	9	40	99	5	64	6	23	16	11	43	15	9	-0.120629
ZNOG	2012-09-14T00:00:00	8	43	16	5	33	13	49	32	90	90	44	76	96	14	51	99	5	24	6	29	17	12	41	14	12	0.021869
ZNOG	2012-09-21T00:00:00	8	45	19	5	17	11	25	88	91	91	54	78	96	12	63	98	5	44	6	15	23	16	42	26	10	-0.116732
ZNOG	2012-09-28T00:00:00	8	45	15	5	36	13	36	59	90	90	44	78	96	15	40	98	5	22	6	21	25	12	40	25	8	0.017621
ZNOG	2012-10-05T00:00:00	8	45	16	5	33	11	34	80	90	90	70	78	96	14	25	99	5	24	6	19	30	6	39	26	6	-0.021645
ZNOG	2012-10-12T00:00:00	8	45	18	5	23	19	77	38	89	89	72	78	96	13	12	99	5	38	6	46	32	6	35	23	8	0.013274
ZNOG	2012-10-19T00:00:00	8	46	14	5	44	30	89	75	89	89	58	78	96	15	13	99	5	12	6	61	33	6	36	23	8	-0.026201
ZNOG	2012-10-26T00:00:00	8	49	14	5	41	85	100	98	90	90	59	80	96	15	19	99	5	15	6	95	24	7	30	25	5	-0.139013
ZNOG	2012-11-02T00:00:00	7	49	14	5	40	68	97	89	89	89	63	80	96	15	19	98	5	19	6	87	17	12	24	23	10	0
ZNOG	2012-11-09T00:00:00	10	58	4	10	49	65	91	93	82	82	74	80	95	16	14	3	5	9	11	83	18	5	17	20	12	-0.057292
ZNOG	2012-11-16T00:00:00	10	58	3	10	54	32	43	55	79	79	74	80	95	16	12	2	5	4	11	34	17	4	13	19	9	0.005525
ZNOG	2012-11-23T00:00:00	10	59	5	10	31	42	54	87	77	77	81	80	95	13	14	3	5	30	11	47	16	6	11	19	12	-0.004396
ZNOG	2012-11-30T00:00:00	10	58	7	10	16	35	43	43	75	75	85	80	95	10	31	3	5	50	11	36	17	4	11	21	9	0.037528
ZNOG	2012-12-07T00:00:00	10	59	6	10	27	44	49	77	73	73	82	80	95	12	24	3	5	36	11	44	17	5	12	20	9	-0.026596
ZNOG	2012-12-14T00:00:00	10	58	9	10	10	36	37	84	72	72	87	81	95	9	34	3	5	62	11	34	17	5	11	19	10	-0.027322
ZNOG	2012-12-21T00:00:00	10	61	5	10	35	15	10	93	70	70	80	81	94	13	42	3	5	27	11	10	12	3	15	18	9	-0.044944
ZNOG	2012-12-28T00:00:00	10	59	7	10	17	14	13	69	70	70	85	81	94	11	50	3	5	49	11	11	16	3	16	18	9	0.011765
ZNOG	2013-01-04T00:00:00	10	60	8	10	18	13	13	65	61	61	83	81	94	10	48	3	5	47	11	10	16	3	14	18	9	0.046512
ZNOG	2013-01-11T00:00:00	10	62	8	10	11	17	25	94	63	63	86	82	94	7	52	3	5	60	11	18	16	8	27	16	9	-0.05
ZNOG	2013-01-18T00:00:00	10	60	10	10	8	15	19	74	61	61	89	82	94	5	54	3	5	71	11	15	15	7	27	14	8	0.017544
ZNOG	2013-01-25T00:00:00	8	71	7	10	22	17	29	100	88	88	79	85	94	8	89	2	5	41	11	20	9	28	11	16	14	-0.316092
ZNOG	2013-02-01T00:00:00	8	76	5	10	37	16	22	100	89	89	72	87	94	11	95	2	5	21	10	16	9	58	23	13	31	-0.184874
ZNOG	2013-02-08T00:00:00	8	69	6	10	20	14	12	54	92	92	80	85	94	8	88	3	5	40	11	10	29	62	17	10	63	0.28866
ZNOG	2013-02-15T00:00:00	9	68	8	10	10	11	8	23	92	92	85	85	94	7	90	3	6	54	11	8	42	75	22	12	53	0.04
ZNOG	2013-02-22T00:00:00	8	69	10	10	6	13	12	58	92	92	89	85	94	6	79	4	6	70	10	11	42	75	21	12	55	-0.046154
ZNOG	2013-03-01T00:00:00	9	72	3	10	51	12	18	93	92	92	73	86	94	14	92	3	6	6	10	11	38	81	23	10	72	-0.056452
ZNOG	2013-03-08T00:00:00	9	68	8	10	9	9	5	22	92	92	88	85	94	8	89	3	5	61	10	4	38	87	18	11	77	0.102564
ZNOG	2013-03-15T00:00:00	3	66	14	6	39	10	12	65	92	92	49	85	98	12	91	52	6	20	7	8	45	85	20	13	88	-0.03876
ZNOG	2013-03-22T00:00:00	3	65	18	6	22	3	1	42	91	91	57	85	98	10	82	52	6	39	7	1	51	85	20	13	88	0.008065
ZNOG	2013-03-29T00:00:00	3	67	12	6	53	2	1	67	91	91	43	85	98	15	84	52	6	4	7	1	53	83	19	13	88	0
ZNOG	2013-04-05T00:00:00	4	64	14	6	40	4	3	9	90	90	50	85	98	13	78	52	6	18	7	2	62	91	14	11	91	0.04
ZNOG	2013-04-12T00:00:00	4	65	14	6	41	6	18	33	89	89	25	85	98	12	74	52	6	18	7	10	63	89	16	11	92	0
ZNOG	2013-04-19T00:00:00	4	64	14	6	43	6	18	42	80	80	25	85	98	11	71	52	6	17	7	10	68	90	16	11	91	-0.023077
ZNOG	2013-04-26T00:00:00	4	63	19	6	12	6	8	30	79	79	45	85	98	7	55	52	6	56	7	5	72	91	15	11	90	0.031496
ZNOG	2013-05-03T00:00:00	3	65	12	6	53	7	49	79	77	77	19	85	98	13	60	53	6	9	7	25	76	92	17	12	92	-0.030534
ZNOG	2013-05-10T00:00:00	3	64	12	6	59	5	27	46	74	74	36	85	98	16	56	57	6	4	4	13	85	100	13	17	98	0.031496
ZNOG	2013-05-17T00:00:00	3	55	16	24	27	6	31	4	84	84	75	84	98	10	43	9	6	40	3	15	75	100	17	15	98	0.183206
ZNOG	2013-05-24T00:00:00	4	53	20	24	11	6	33	3	83	83	84	83	98	7	19	9	6	65	3	17	77	98	18	10	99	0.074839
ZNOG	2013-05-31T00:00:00	4	53	17	24	27	8	74	5	82	82	75	83	98	10	20	9	6	41	3	39	76	98	18	4	100	0.026411
ZNOG	2013-06-07T00:00:00	3	56	12	24	60	8	63	75	85	85	55	84	98	16	35	9	6	5	3	33	72	97	23	6	100	-0.093567
ZNOG	2013-06-14T00:00:00	4	50	19	25	16	10	51	1	91	91	81	81	98	8	11	9	6	53	3	27	83	91	28	1	99	0.277419
ZNOG	2013-06-21T00:00:00	5	48	18	25	15	10	65	1	91	91	81	79	98	8	7	8	6	51	3	35	89	92	40	1	100	0.176768
ZNOG	2013-06-28T00:00:00	4	49	15	25	34	8	26	15	91	91	69	79	98	13	7	8	6	27	4	14	82	88	45	1	100	-0.038627
ZNOG	2013-07-05T00:00:00	4	49	16	25	26	9	54	42	92	92	74	80	98	11	5	9	6	35	4	27	85	89	47	1	100	-0.013393
ZNOG	2013-07-12T00:00:00	4	49	12	25	56	28	97	31	91	91	56	79	98	19	3	8	6	4	4	65	85	89	47	1	100	0.054299
ZNOG	2013-07-19T00:00:00	4	49	13	25	44	43	98	54	91	91	65	80	98	16	3	8	6	17	4	74	87	91	49	1	100	-0.008584
ZNOG	2013-07-26T00:00:00	4	50	12	24	46	49	98	76	90	90	64	80	98	17	2	9	6	14	4	77	89	90	52	1	100	-0.034632
ZNOG	2013-08-02T00:00:00	4	50	15	24	28	29	66	91	90	90	72	81	98	15	2	9	6	32	4	47	88	89	53	1	100	-0.022422
ZNOG	2013-08-09T00:00:00	8	49	15	6	31	67	100	84	88	88	51	81	97	15	2	48	7	29	5	87	88	89	53	1	100	-0.018349
ZNOG	2013-08-16T00:00:00	8	52	13	6	47	79	100	100	91	91	56	84	97	18	5	49	7	14	4	93	89	86	58	2	100	-0.214953
ZNOG	2013-08-23T00:00:00	8	49	14	6	39	76	99	28	93	93	59	82	97	17	3	47	7	20	5	91	92	93	59	2	98	0.22619
ZNOG	2013-08-30T00:00:00	8	49	19	6	15	78	96	70	92	92	67	82	97	14	2	47	7	48	5	90	92	95	56	2	98	-0.053398
ZNOG	2013-09-06T00:00:00	8	50	20	6	10	80	95	38	92	92	68	82	97	12	2	47	7	59	5	91	92	95	54	2	98	0.015385
ZNOG	2013-09-13T00:00:00	8	50	12	6	46	79	82	87	91	91	55	82	97	19	5	48	7	13	5	85	92	96	74	2	98	-0.010101
ZNOG	2013-09-20T00:00:00	8	51	12	6	55	74	57	94	90	90	52	83	97	20	19	48	7	2	5	68	91	93	64	2	97	-0.035714
ZNOG	2013-09-27T00:00:00	8	51	16	6	24	68	33	90	90	90	62	84	97	16	18	48	7	36	5	50	92	92	59	2	96	-0.058201
ZNOG	2013-10-04T00:00:00	8	53	13	6	49	65	31	98	89	89	51	84	97	19	18	48	7	11	5	48	90	73	82	2	97	-0.061798
ZNOG	2013-10-11T00:00:00	8	53	20	6	12	17	12	96	88	88	67	85	97	12	30	48	7	57	4	11	89	46	59	3	93	-0.035928
ZNOG	2013-10-18T00:00:00	8	54	19	6	16	63	57	95	88	88	64	85	97	13	44	48	7	52	4	63	87	41	65	3	77	-0.006211
ZNOG	2013-10-25T00:00:00	8	55	13	6	52	54	36	69	85	85	45	85	97	18	52	48	7	16	4	43	88	42	62	3	77	0.01875
ZNOG	2013-11-01T00:00:00	8	54	15	6	41	54	42	58	70	70	51	85	97	16	50	48	7	27	4	48	88	40	62	3	77	-0.006135
ZNOG	2013-11-08T00:00:00	8	55	13	6	57	45	29	74	68	68	64	85	98	19	47	2	7	13	15	35	91	38	71	3	78	-0.024691
ZNOG	2013-11-15T00:00:00	10	54	22	8	12	31	17	83	64	64	78	85	98	13	54	2	6	69	16	20	93	39	76	2	77	-0.012025
ZNOG	2013-11-22T00:00:00	10	56	19	8	26	19	12	84	63	63	73	85	98	16	80	2	6	45	16	12	91	39	72	2	69	-0.019859
ZNOG	2013-11-29T00:00:00	10	56	12	8	66	20	3	86	62	62	61	86	98	22	80	2	6	2	16	9	91	43	70	2	67	-0.006536
ZNOG	2013-12-06T00:00:00	9	57	18	8	32	20	3	96	65	65	71	86	98	17	78	2	6	37	16	10	87	46	74	3	66	-0.078947
ZNOG	2013-12-13T00:00:00	10	53	18	8	28	16	4	4	88	88	72	84	98	16	66	2	6	41	16	8	82	12	62	8	67	0.242857
ZNOG	2013-12-20T00:00:00	9	58	12	8	63	16	8	94	90	90	63	86	98	22	91	2	6	4	16	9	80	25	48	7	59	-0.166667
ZNOG	2013-12-27T00:00:00	9	56	22	8	12	19	17	78	89	89	77	86	98	13	86	2	6	65	16	15	80	22	49	7	62	0.013793
ZNOG	2014-01-03T00:00:00	9	57	17	8	32	20	15	97	89	89	70	86	98	16	85	2	6	37	16	15	81	22	47	7	61	-0.027211
ZNOG	2014-01-10T00:00:00	10	53	14	8	52	17	14	3	92	92	59	85	98	16	72	2	6	14	17	13	83	20	29	8	46	0.265734
ZNOG	2014-01-17T00:00:00	10	52	18	8	24	18	13	6	91	91	70	84	98	14	58	2	6	42	17	13	83	20	28	8	46	0.049724
ZNOG	2014-01-24T00:00:00	10	53	19	8	22	16	14	30	91	91	71	85	98	13	92	2	6	49	17	12	89	22	25	15	49	-0.047368
ZNOG	2014-01-31T00:00:00	9	57	14	8	51	13	6	96	93	93	57	87	98	17	97	2	6	16	16	8	75	14	21	15	54	-0.21105
ZNOG	2014-02-07T00:00:00	9	53	17	8	34	45	85	22	94	94	67	85	98	16	84	2	6	35	17	67	60	24	19	20	48	0.183473
ZNOG	2014-02-14T00:00:00	9	53	23	8	12	14	7	58	93	93	79	85	98	12	80	2	6	71	17	8	66	32	14	17	27	-0.011834
ZNOG	2014-02-21T00:00:00	9	53	16	8	38	13	8	17	93	93	67	85	98	17	83	3	6	30	17	8	47	37	11	35	28	0.047904
ZNOG	2014-02-28T00:00:00	9	54	12	8	66	11	4	93	93	93	61	86	98	22	86	3	6	6	17	5	29	33	5	63	13	-0.051429
ZNOG	2014-03-07T00:00:00	3	48	4	6	25	53	90	7	93	93	73	84	98	22	59	2	7	49	64	76	69	39	7	74	11	0.180723
ZNOG	2014-03-14T00:00:00	3	49	3	6	36	64	94	20	92	92	29	85	99	26	76	2	7	37	63	83	65	33	8	77	10	-0.035714
ZNOG	2014-03-21T00:00:00	3	48	5	6	22	53	86	22	91	91	36	85	99	24	53	2	7	52	63	75	66	33	7	77	10	0.010582

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